tag:blogger.com,1999:blog-48476992554074796902024-03-21T22:59:12.799-04:00The Balto BriefNotes from the BES Director and Director EmeritusSteward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.comBlogger124125tag:blogger.com,1999:blog-4847699255407479690.post-18781251282984857432019-10-19T00:46:00.000-04:002019-10-19T00:46:40.008-04:00A New Book from the Baltimore Ecosystem Study<!--[if gte mso 9]><xml>
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BES has been underway for more than 20 years.<span style="mso-spacerun: yes;"> </span>Over that time, the many researchers,
educators, and practitioners in the project have made significant contributions to understanding
a metropolitan area as a social-ecological system.<span style="mso-spacerun: yes;"> </span>So many insights have been generated that is
seems impossible to summarize them within the scope of a standard published
paper.<span style="mso-spacerun: yes;"> </span>Of course, we have periodically
generated papers to try to sum up and highlight our key findings.<span style="mso-spacerun: yes;"> </span>But really, only a comprehensive book could
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Pqs7Ap203+c9t/W0/77zyL+QREo0497KjYxCum2Yv2DBSYWPu55t5lwEIp8rWg1szg7R6Q2Yyz173x+2n0p9h5h7C7v1m9PRDnXz0+7zflp4/aNi4F/m/UnM52h0x4DizgRWGDF6Oi8ZDxDQhF4YHo0EXcbBKGsh7n4QiSe6aC2pw3rbhPX4cY0e+J3D/UGPirO6XIx/9grlve+FKR76xPf9QAsNCYUXedYbM5I5/z6rcJaczpsWE/g8isKlS68GLk+YeBK/Rkpvy/4LJ+fSP++8l0FkyXu37qb374hcuHe3eOTa6sDyOg9cS3STiy1IDJiFHgPxIRZJ+hTgQPiO06Z0U162pyK+ce3WhyeaEuCWcZVhXhmUvz/o0gHudhwXYt02JCfjHxY82D077iGPr9qoRU2cZoP31k8RkSoA+0/YCdjQpGyW4vdHsX6r7z8Iwu2TK+HXLBH6bt1y8vc8kKky4haZIWJZ+Q9PW3evplPuPx6QjW/PZ42bbvNK/5XWZlgNlzIbV2Q7cJ+Kzy2IegY16cN29P6DbDCsOEdfHXIcHyCBnw8WTOjA86Hjelp7+EAFLciiuy/AhKS/c+R9puf9VLwsi+RCTZmUbFh3yqku3xenFVhXZB4On9Ge96tCEh8fBGff7KmCLh2iIf5D0S81wL9pGyBl/RAdMEtL8J+hL5UgwqHuQ/WDvh33aNY9ycC2ZEXz8DADKSD0/r8si68bFgAq02x1Q4GwpGC0xC8nPW7hwtkM8ZS64VDJIwWkKWOhJtcQDCFc6Xi91nrFH45caFnkE7+nn/m+KfPNiVCDI8CnDJwMxmRufVp02O3aQMrxLGaPW1PQDhLMR+/2ZSeNkdAMlMCW8ZpEbZi7kHHHZ4256c5fv640egfe/1OvxZEPbHYuBTz8Vmjy/cA43OMzNy6m9ueKNwkpkbprLelSyqkMVpSChsVcSIKHOMBhtPKd1C6ux7m1qNGUrpUYES4lR1vcFeNjQv/4JoEHOqe6zmu3wBncU3x58BB5QGaogrAiFLGIEeJdRzloBJrICvw5DkSa+ba+hVrO1YcGY5lXHek33G3MT1tjk8wOq6QBaMl1ERY/yEmPCTVMnZAfKnVMhztZHrsNm/4OxX1pu1pUwAjZ4zAtOdIJgUvXNUSOkWLqdiYn4h4I9kbG4ON+DSfnjaucBBdOqzj4Z9Cg118UOYBeOKenjbGZ2VzdUyNXTxgcwuZH1+xjnMkGeAB5zjIWeRiUz7slg+7xRegqw2Qpou41MYVjnwmXjznp93zkzWO3YZAx7w+K2Q0sv4CqOisQUzHS3zihTyGnWyTFkH6tMPRZGW2IiLQAWXarTKqjMvUhxcu1Q3rClv6Blx+Q/Y/8VKCbSHTmDJsyQfY0pR2Mp9a5t+lvV6Wc6D9xb1m8VNiYMRgY6JdzwHkjCkdNm0IJO+xYe7DWuyWCKXEYtMHnSnPgycsOgb4ozntNm7F3hlIeu5/vxa7RcJ8AWvZrfBb/vENPisg+POsr/UZgce4svhNaPO+soAbuT6h0BfCF80ZtusJdTlBchnPAXiL+8NgR8XhvpJDQOgYw4nMmtnyfTnsvggSfNp/e5SfYPzTZ7w8U3NHDN49nvb25zeb16fN69PGR7HxgQXzqdSi35zOugETcTsVxQYevhuN1SniTohIbn9iMfH5u42PHYW5Hz7/YMTHw59EtwLU0ycVIemocmMLjcQYh3yYYyQ0kTLVk0J5ZzQ6KH1lFD3yNsaBI5wS4dzklAbeuHNkgY6p90hsz2/fGOHwz+Npt6/f7E4Gg3/IATPlzkdlNPTKwPgc/XLaGJhJ8fnuCw9WIpatvctP6/5Ecfde1xaOstYfMtZ2zAex1lIx6SkyxQyvWg+B01F0CYfjIwx0itp7FQh3Oqij1hnGfNpA5+X/w/cKCmDWthEbXbBPPTOWOT9tCFiLexBkSNoe6ZV9PmptQoXwmcXrnpit2Ba6KBvllvBHKDZ8AaSFjIyOIx0NSw1wEC7uFRpytFs43Wer+yQEE4jkEWTd427zgiBmvsAdjtlUv6r+cYLamUk4WM6acUxX+xBMF09mwkdlt3nuT3+x3SnC+bpVdk6YdsXnAit+2pCf1n99Wvf1m72vDFQeyGinlfCbbIlwzJTxfcpmx3zUi3OMhA8VwDDK9uEgjbplemPC+42knY5iGq17hc4qBMu18wGUax/AZhvSznNe6jpNvGQdqdvThQ3X8+dEj52YCTtmpI77ITpyo66yDkdaq+p6Y8b+jhGBcGWD8QxPATArIE3Bk8T+c8s8vPZT9RQW8bXWU0Km7hNqoHPA2g+p2N/X8h8j/l/m3y/pB4pebiW+mwqLozuLQS1amAKM5z087T2AQiY4plIyE1+YEcWYSo22wA8XN/xZueGOL3JfCEvE3d4jP59wwV1RDTfJB2FhSGErbzYCt9WCDdtujhCJKJJD3q3PDbK5EVZxNeUCfq5Crn8UFlWPHw7gzEtlIK1yZpHLJ0bZW6kwiCJ8URNdQs1gIs6tSNvV52NdIoOy16/F5gxYR3QzFaEFl/TKPnixjCuzKfGtU6n44By4tvlp79zXgawjFF0b7qoiZcXfAxx6z3UT1dPrZwQrxNNuPCx+edn4UWxaRANGwffOiK3y3llIG6Loc4UUTTixLguKOm36UPFur0wbz6DBZRIA+A5dItVxhZ2JyVSjLjJ/biv+bo7iVBfSI/FMjhcl3vm0cXnV4vZAqEgZ01iLx42bPtYipIqSoHKOl2K+CydZYyRdkNjgBCPkwprPYW55scaBeoRqNl0uNn7Fxd/OI+HZtdh7QO1mCswiRNnckIVW2ER2qyykYvfMpOgH5kCWTsRl5XKxbntWuNCni6NdWahPuPCuWbVnoNgnQh8Je9LTmV4pzCpE1z4WogZeAVFu33NLxX6jL5srzbxF3Z6Ekm4rNmxkigUEEso8HPd31D7Ew8YPst5WBIoDkQlAzK1I+8YzfKefm+Jee0zkVzwvmpkBkFsOsARXZGLDgnrNrGwmK7PFmr8TMu/SYfP6Ex7/p/n32uwzxcYyGSKLWYxy/BcY1i2e9kZKVLchEhC84zLxWPHfayRBXj9vLm28io0jq9Ejo4D38LR52a3bvtnt6zeweTILQQmHSZCNHFllWKRibmGVn0yeiTCJi+ClI9JsDnBIF5yzXhivWtxz4QWOLfG9fi21aQnV/8IbW6kzL5CMvwdT4LRbJnPpgw0taSdEdNoYW+HN5ZMOAZ+ngqLjYRPTZgqNdtdvvEAiomMY2gvROLnBjnCHD2d1Gi6K2cN/T3Seq4qY1wuyYcuIHMVWeNlvWdTYwojoqJit2EM38daX04Y/sL6DuM3MKARzuYD1umVg8MPHaX0Qg4dOZ0Wg0q3MxpbSqHi0tYkwlSIpX23wUvuJYnq0AmCfi73R6Yi62a2AD0W5nXLD4e8LC2wJdjHxEtNFoiBB7zqQieZS68vw/CPKKRg6Jy77C+wmZhJofbgYbnkHm+eP0wbakRcnPB0gAYg1xiDPC/pJjW0iNpca6nxQwRMQhhebR+c7FNoTWVrxsCG+kAWF0/zyQnYUT7vF3boM7r5fDhv42bXYqyhZWRPPzls6rVvPSulFbYxwF9ligsn6B8kVW0MAFMmLddevrc4wJ0Cdgin7FRfvGFoRXCwhBR/DpcdCzJtpOWz6uPodZOj4uQbT1fWtZ/gwz+h+uEKs7NfA74BV1noCSg2o3tJht3xaR1akWxrxBdn70/7+M6jnl/kzHorpQ21yCKe95cPeVtCw3B+n9Qs7YRcsYs9FnBQ9rq3S3V8MWxGhDLlLYk+IbQKmxphxg74HpNfDulv/AA465504WsMtxQEeGE13ivAY/ffEFlEwaVQ+sWPqZrCI4tXpGxBBvW3Mer6cNv5fLxs+XtbFg40oZH0s5LOnFyIvOkk1YQxJrI+XDfG7dfFlQ3gBRkkw0lZ42wmP6Tnp/MNRG9X6lVh7OGz8cpr7OMg84AW2FvNbsW5DcwdgL0blPKyIPlu62qfDbtvOzkCsCRgYLJzxUpjiQQM92KnYONGe8I8oqypo+dqfceLCzc9mI+te+yF61gw6fSb30JMLrwa7ISEFH2jc3eWCcokRJPFqZX61aztqTeWgcIB+W9mUGAqYQV/gkDqm8ePKAt/aYKkhnc2RBx5gOvApXNYvqeBN2CMdsGuuo9hoE2HGvtr4wUv3JLnhyd+Vg1AN60Vq9JPUZvwZwmHDB4qX/UqMOJ10Zi2rRDDTIIZeGV1QxgEf8LZxff7A+uA8FQZzjQKMQvlhv/E9/B9gWw1BlNide3HUbtNbfsEnZBICmH3d8tkYU/Flt3DWs+MY2TtChk54P+sDf22uUhe049mdCZ10zGh8BkOur30/R0UB/squU0BbGWXLadM/XzZ+QXCiPW/rA+bewPM2xMPeNtYyvpzm//kyt+AM96ldqkMs1qfmW7pLAAP672G/pZf1XJ8unLV7V8X0Pha7/6xz99P8GdXz9aDDLvXggTUAg+ozqWyxgPmQdzYfqbkFTkeprnD4fm3Roa8OQLfShamhij4Lj34Drx0sh2eFLIb0BK7KhZ0Dfv7O23UO5D6vwr+flSOtwquiXTFl5AT7TMeZwBgBdvvNfCh2I9VPVDaxjW5pt+5xWPeVEFk8KwShrKRbT+vTy/oFf8bKx23UO9U/5ACndJojhWxY6UArrPKE8wmAT/pU6AxVkC2VnqpaxLDuNqWzrTlZTMhYXtax0DTS4ATx9Sxodpm9AqsaUpBZ3SMLpdxzz4L5zAjULwcc3kamR1RBi1lMKjZFFH7nsKPtnjg/CmD4zJG481tWJkmokFBJn3ceuIuDJbSmwphYXNiTw4aMKFYdtmNEHUBUQ/9BGmn9TtVSSmO38DNvjJ59VuaCd1CUd6NDq7DgUmq9YdzgtEYyYeaAvZ3ZjDPzndAgtvN3T+DTtcBNqI+2d+Ohlw3MqmOwiC3Gm682gXdp9gFCA5zIy2659Zh0iedUmRp/3tOeXHg1J8ugpF8Lo3xE6GrAvD2K3ciYGuJpHaPxvrKVXtbH7zg74cXmTNIdCdGqDuVZTJejrghGVnMVAoAbA9Q5NYKDWxQglBro9Dx3WpdOfi4X8+FlQ0KHu2oHN2Y9o9hF1T/id93K9f6Jb+mS1qeRKvqEoPDtK/crkpmU99rQ2a8v69OLl+hJ36IejWJdOG3cftK5C1YP6JXTsuMw/2BwbCShU7ldDsEUUGgZ41476Xwk9SqJzcDPDe1zRfcU28KJm5/U1beTkia2SzG37eYefM6wV7ys0gUzUmYXSqvos47QJzEFfixoDcJes3B7wgPpoKMqFcPzdMq3WGC8oZhfCjopH09zbKt2cbfbA/iiqGY96ZldRNV/DCfolIxgJxkcDWRMKHQ6fl5tmCLjaLo8k8s7DrkitMQCG6M6vbvL1GOigxO0MWU5c3HxyVHfWMDLrF2weW0Unhga+2HIhSwQXMAqNkFv6Gi00I3spvBjEVtMpTEd1l0gkoFskfuyV/kMHeqRkZdnpumYrdzWUu11yrygAi8fdVAzq5t4wYFq+WSkCMfzFvl+UXRSrLeYKX1mVE/4oK5nKq3p8UH2y7JXFpTOlSOMWCUr1lYI9PW7xa8XLZSQRCz43cBLfSNev2hdhUETalx5aWcUuseLrtS0teKouurH2BhQI4OouWLzOwOMC2Mm7bU4PKYDrJ9U6nqOGfWYG6PdiefntuHcuMc3m9MOaPnB54lHDaDGBKfaxZeN4bT7RqokIbuxwnm8qBMvgoBs2ZGZM2VcuFWbiWsKuFI9MC3j6rOayC5FcJ5XMXN0FlVb6mj3kHfYaxG3MspSsXGjJhDXVPIZXTysD2p2g28ZHiCFTAlNWbcHfO7AbFKXU5eQHfnwsvt6WcN42JReP5dsGOk4JWymBqeeh+JdqWtqGyH2wryi+Oo+sHhTuCzsqoVVykNHRFrfncWVYTlskFBaOKsAmQo2oGmi2NKtT3B4a2TbNGM8eeQ3coP9gw48EhE2HgkAACAASURBVJ4gU2AWRVJ9Bis2YgyHueUk1YwHhRFlE2wrwJg/wBueEyIuR/aAqv7IGlT135mSCt7i5vEynR5imJQq9lRpm2G3fnlBaI3CUVMsNovRI0NNcIbi/LpHK+YNKhjx4N8jImsXWBzOiBTv4UoTpDQCxdKcCsypNJkGwn03Hpj3WOxO9lHVJ9HPEHN8D6UV59e2h8goj2pjqmvMkX0QdPyOkaQKYW5rh3quh5oBAy9zXSZTpsBbaCypkVleFSejo1dvhiActx5gR+VCGQJF2KCFSuZBjBGtX7c2MS/PbtuedRu96y0RfmRmdculFptvdOJjbLauderpUF2mcNxS2vdvxcYEqme/HpWVMrFm0lcoimsmFs1K2uoH7FfQ3UimyRQFqZVKJnhndgR72muA0EQKGcXTB4AxddYMUA2OlTET29np0044rGHjElVThC6nWzN6Ydy5wdDwHfsFQxeUcmHyrCiCq1kOa9v6MEbajWA56IuJmcPGK8LmqCMBfbjnHQ1V9C2e6MhVuFI2D8mG0/zHid6aBIKIBA5bt/hZdZva+hDG5Hv6WOwtFfNf959H/FfnqYaDji3v99gc/6hFC4Q86Hj0wKoPDLXTtBm5oJWO1W1EJjtv6aN26Ymdg88EW0cqoC4UKtjx9iU+rWjU1WiHfNcVDWIoOjdMX06mtkKnvbGAtBZKf2OpnHMVivTeb6vS6KM2e0CJ8KxGWi8wagX9UKBJRxOxYkPbldFTayUJa9XRyc9pt/e/iLL5IByTt/2K3oZBjVepXJxqo9pqLcYMdsdMhoMwc/3MJAaDolDCR4qEROsck5gMOGhqYpIUgKAZrctIPBZ7vtfP9YxsJ0VYgl/S0QphbDrqWPcYslg02NMrG0aMDkVlioZvtF8wyY6q7igBLclDuPWokfcY9Cz6nlLtV7bjEimFVEEdMwvNFVpirYbQhphIUC8F3qzs1yVRLnG+flCWjCRJxEap7VOBkNfaAgJcJHT0upBTsS5d4JBLDWHg+bwxC53Tbu8qWl+LsYmMmQvcBnva7R5Q9NReq/bVK1DL6PYfUhMpVKaoLMvp75cTTXj5qFAfeinOSkYZlcVds89cGkGh2nKpomc+yka43ysa6ob0rMEOzs9es03VorpE/1jtBrars6Z1rcJtzBZvvEzfo7I0BjRcHzDKRFXGWtwYVE6qpaTSMn8xinS2+Zw+I4N+/1eOXxSxLl8OdEaDBJqPmNondtkFYLduQdFGxgH5ArJYEnBKv7zMLUi5EImfTVdlOVDcSWIuoNFLzUsohJzWpZd1GS3Vw8eLdLdiPuK/mzIf9TfCaSNvzZ44eGOgXJ47kmmTlYrLqE97i4d14WVdftkQTnMfL1TqCTt1D7THd7VuUdgij4KlD2fFxKdc7D0cdq9FSaTQ3QYMU7Q+YchVgIqOyREC63nQ50Aq5AKDHdZCvRE6lnDWNQUbiIeI0ZrWWk1Wjpj7PSEaHqvTa1zuOT4r3XZghqNMrqd2zfhxUjlRl9vTpDA6bMzcFspdZBxel59sT1c0r8udeDAFzcB+USCB4qAiI7ecdostWFD34rCcaLdPTSFSDhfCeGSbZMg8DB+AElSwngKiLxegD9NX2iSit8pyS+wkVcNjagVAr05wOqfKYAkoUruFRALp/yxgzw0LinW/JZIJVjZkEcIbKhGAgQFtzvG9bxHiZUM8+bw4h118QWKAshnSGhoimpe6CJZIn0sNRAbWfnw4zH2gwPqms5YlOAhndmPhdkrs0JdwYC4Ue4PiZMeGpxbkkEGms1MzlMPe2ZA0rAeZRSdpwGRBrcW6fNocm3w8tINKY4xlsXmeNic0og0X5w/Z97P6hk7EgFwajJRxAeDfXtYnZI0KukTXrQ2M9aKm0GCmfUSct/f0rBCkI1V2pHBlt4qsgkBM64P3AqV4oqBf8y0FGRPZVz4dNnyc9vf8/eeduxIFqsJXQYZY4LjJcnABBueIV4Iv/LLb2gqaLhy1qj+kAubJH3TOpIyp8QqCWqCHVnU6viAyidNumVXrcFpHStkYXnVRK7uATJzfSBkcvxzm/kmnredWVhAO69LLfltPHua9RiMDN/lG/Y2Oh0UGp40cxGWOZ70EfS42PdgJSlrhmJARzKHYFF7EpQ9z245bPbcmrOttjeIsMgRkNqe9iSnxcZr78qp0OqR85DpzT97YwaqGnZF4eIVWlHEoYmAbuBpbhgTK4j2wmLvtVf/IJUS9Mx3GwLb8MWCd+tCyvppZbAcLosRkKcAGmKHUQzhdU+Yk9s2BiIw1A7Apdlzu1FgZIqi6Vy3zIb1AdVOGUyM4Rp3pROEwvH5gW1VZ5uU0/wepvNWGGN0GOMg3kiLEuHCX/xUFUDREvyD4eSODyP/xsuEL2VaCxzKgqSGC7fK2HvWyU99K7R6PCHJ+Ww97W0XnfFFwDHjxkIkHR30mg6wITF0MmC4Xe8tYD2jOMAsPuugLeyi4pqsCwdYUKI56F8EyabTZvWLoPgOGVIFUQaHIHKgvYA3RpAXhx5GZ8VgpzCqGk40jdmHNYlXvgv2A+FEAy1GGpc4pYBQ9RPm0027rWRveGkuI9Mn4qtpMPYvZavRU/4z7y/d3GetdyRzMUKStBZID/v/AzmDVKAaKNs70LSP/fxXDC+g16jOz7gVMM8w32O3v679Q50T6u9uwwrGJeiTZ2o4LiQh6rw1M0oLpvu6VOumT+PCt8KPfxwWiqj5vfepNq2vxtrF4RoflMmiY/fIyF6CDcifmWnExMYb4vSPrCirEuQXPPRIn69byg861C7u9bY2C1SdQIfv0sm45zS3fbSYm2aUd0a3qHuGsxe45F3tfQa2DNC/SUenRo6OPLJ3IruLYsH6lvl7OREaUpO3BPSGk0Nc9aYyG2+Xdxowo+Y3yxF2FZxDtjBmFpn7Fns8cyqEeDKgLCpLbzbGlHocEsE9lTgQZOCOlhZfTx8kokhE/nTgK68jY+shMay2MyihIRrpe1dFJiqBB8/SCK9aCi+SjQSa3XKz7Wuz2J6VBAimrm7jqhUw2OP0+vGxaXjZHOLOea65GMc9hGSIB6PM7rrOLxX7bsM4aBCPJ6GFVhvMCdMlzIVhxSMXcl4ORNbOSbbfuTxb2IuUgHoKFCG/S5qH2KZosG9vCYZ6aM1PEGt4exbo/cYFPl/UQ1IELGGsxKHskW6zCd4zYhwei1S7RvuqZ3a1fX9ZxOIgng21kt75b8WfMBxsBwb6552KzRAo3CPiNmdltxBkf2TB2X46maskouFJnWXzGJUCGEi9yYOnPBuGmExBeblDQbcUaDV93vt9h3cUntUbFl/XM+t6Xk4X/YkN81YzVxVftY/AMllwsNjwAw43sB1F/kWaQSI5ZEhNDPG1cQcRw7H3oEvyCqMkQ6cMZgcquZPaf9vfHz6Ce+XdwhLnR7wkUsTmD/O8TCkJdRiroAm+UjwMY42M3n7+hcSCwxX1DAXFUsxSLe11qv++Xw4btMP+Ak7wzKnBkBPVBuC2M5JZITYqHva9gDszxaX6B873HZ9VumYKKrbx0mMm05y7mN3zvnCgDQPG1IahazgJnQtepj9BfcbmxbCQw1V+cGiYk8SJLO1kAKpijZjEywkABuTQckBGNKJOOmOU9N9reyOKjv7ybCwX63Uupa+qrtgyhIDpEsE721gDFhrSrzrgi1jZMhPWcBdGQoikwUhCximlyy6fdGH36P05CGcVc2H94zxqxch0BETKr4cEck9raC6mPxaYH2vjn2ognRgQvq6VQqRCUYMc+EAQarA+Ia73uNq0HbRsZ3X09qMPSajR9JpsrFkgb6/MfT0gRpNZjIQczRaTtc9jNLUfVQLqvgECkEeSI+XY8wOMX1qK2p/nHN8qMtIFGYyqVlTOJzllZNzirP9A5F9iGWFX+AZ0sdaKKJtgTo1evzFvimVMA8IXR8Ua2Ehlat8TzJCgulyoyKNh1Sifp2N8AlXxVpgs7n5KEH582Pf7N1OAJLXuKNq5g9IHxRltQNJ/B7BpI8a3MrsTfIT32Hvl+a8sYJOPiP5gNbrv5r6CP3ynHoUANiq+EiLTG4bSZ71czxRVZze3RHPHI7vCez+hFZFBQoOwgnZUBph6JsQZXJ+BsdjuPHy8OQEJfgyDdijAknKn3n6tz/g5nwDS64kkrRJbmpbSuSmFM7LoTv9jH0qh7qVQt9HvYydBpBU0NUkCETJ2cVMABDozu40F6GBkxhEwETQgPmzNTcGJsQ6bTXCiBywhbabe6b+eVDWJxhwCbIBw6Uc8N7xlRiZEjRomkBFRIvQsiScRM9Z2qGVyLzqJApoMHEU1N0g+SwavI5VS0JSsH05FaoRbaMqiXuCRtGaWUR4OnItJLNFsx80ik+aWjRkq6BCYZZdpNgy3Q21FIcy0VVtG/q0dD0TiKYIjunTDIzKlGa6lFdfwOGpIqgUDrkEEmcOGobCG/FtJC2Uwl+mI6qob+RPYSJCDKhSiAwwqabKunXPe4qnaqhsGLagwX203P2pMAlggYKXVQTSYThLCQhO7gvHe26v9lH3m4fZaGjKZkKZttJAeJ9jmeh5msG8miq7joCRWMWcJmgmRP0zS1IUjfZ2/PQT5/JWJQ7RTCdiw8sz5Q7Yv7oaFCwuClI9Uo2lDznB+Ed9g05UVXDod5IguYHLdzKBKKtejk3yv11a3HhepNQoSgkNx49mi8Y5f79d/Djug9N22m1pz3MkkyDBHQiSTCJQiponCFeC79TAOhIpELVENUgbzP7OBNpQpBDrLF6ncbecXFk7IV6D/omFFL619MJmhb4RK//2wQyy/zZ85/xEHs2ODxI/Vub/ocLIS+ra3tud5Of2WeBI5zZITqMjR5hg3QSpVeTXutWo/E4zAjFQahFvnbhuKwS0i73+g8PH//loAR//3y3FITVXHntrXndmm3t9wgC4iXlSY1HcFK6MRGSsSyc6nF15rab6JJMvOp6b4cyFEbeMZEeCCT+cImM7TIK+UUDVSFMDJPQgGtjs/pqrx1g6v+1Zpq9i8Kl0djc2ylMm+awigUPmf1dizQXxkJw1Rq5AJq6D3oMla21yiwnQ4O12uKe3XMnhTEO6P7OZFPTurjjRHsyEvpB1poOBqXnO/gVkzU6lc4CJ8gvTBc3lnURqgnHjax6K5IyrFwiGa5g1RM1i/+YkNDtSGMlHSVCIGsQsV5t+q/mz4MsgBkJgMLf51qPyxKdhlRtdc+RkGqe+2rcUnsklLZJYjCYT9vG7p5NUHvlgs1qNqFNK1PQilYD2QdhC0vz+WZjQmzrs+VSqPQpmLzB9ZatQCx+LqvT0bv2DOvml4ElDsuGnBDKJK+aAo7ZTIEPZbLPsEfdesTTpP+AsyylsGKViwhRZd21mYA/76t2h8U1G8JF/qkQDSz3yOXSlJQkVrFfAm4VRpraqQCCOPx0mRQIb+Cxj4059XmPQYh6s8BlZXFazXUyT8ESjYw8B6IJrjlsPtPMf7pMzsZ91qwHEndu6eGnzlynf0DjJZh21HYYIRR8ePcqtYznYToj1N+YijKQ9EknK1olTObazwpYDXVqwwWpkwLogs8N7H0Fc5iTKV2kVY2AQ8XxqvtNaNwTG9nGp/GAU7MZKBzzVtcI+CYLk8qQjESlxRBR6xbAl5zbrzxO1NUvdtIRoP47nNUExXpYuRXt0Hd5dL9yjXLe1vTXH5YUzX9YE3JlEjCDo8fmlukVDkkRTt7LTr1dJiaHKQ1nTKLykE2QMiMcxcmQTnMuFrmUurwc4muVTXNlXz6SwNTt+7o/SDNc+K61uYaXsYYaEIqJKMjx1rUuF7WIRaqGoK+ev9gBhZKzRjgHE6m+CIEtCHf0kR3jCLrf0cykfjdHaPBYX2yrwDNOKK1Crab885h62IF4fl7Bg9zpn2yyClWlmfj2ZRac5dj9DxKu4af2SjWpQp6idGnLPMeoDsEuXNkTsOD9pUOTntCN66eG472rA1R9wAmzkhmiVRyXTowIY9Y/0CxRk+Gm8svu5PF5UPLvu8BdTIXC+GOC2vwA1DHEE7MoCZpZPjAUB63NMkDV9eMmVZE01NPEkBPRtxI5+3pw8bA6WVZEPhRe1Eqi4y6WprJ2+di4wNw+BhKJVpAGA9oil9aVjDm63nDe88r1Ulpk++xwcOSMUetlXYWd0JDJEQEDAby/0qyQSPlHKMsCXxpVJ9bcZA8VRo1XavCNumoN1PFuVgsFAQjRzTqEOZSNUFAk4RmfG1y4c0GvX8UjCsHl5X9gfirGDvidvuFfNfMg0gmkfTgNR/URxj2rGHWseHd+h51mIov7X+I0kt1auL2XqfueLIhqjZJIhZNKEANScBaUedwTKFr6zgPstZUipZ6b1w6R8VVx3hWxkyd2clCLKAkYouMKCsLglQ3X1PKUnnwcK47Z6cetWu2Snwwve343++194OHrU6SUvra+gd80poW8sUx81h1kD7LtgjNkNI4MipCCnyBXFbuczhrcWzMxe6PZ236UjF9joWzb8kYSS27VEBTWRisb7xxPf0HtKukk9+vpDoT3rhCfoNkDrJqI3RuuV2Kym79+iTEIIdygCm2XqixCVHmjewyx2L6pPOa9sqgqXN2k0YJQqJhfuAiqqP8lMktLNjnw9SVPPK5xizKKN7xvqHGAftHlDmR/j3T0UuHaL5AWxM/V7N33XrU5qqREEcteosKy+DREQ4We89/nDZ8aaxBZeVgeZ3WZbAOh0zWW25F4e7C3hsqs+uoWkCyiXr5Z2Td86JsifBbAiyNWRGCfw5cbGQqCUaTg1ddq17I6cr3F9RJH6NahjLgFYHpuxrqZFe1TsD1CuDxd/9q5i6q3Dvbglsxo2qPr3A6XqlYaHg3hqScrTiYCtqM152dpKRgZUwEchwz10buITLUZCjP6UHDxq43Qgbjiqq+Dwfn7h5tgYgvOlbLJ36vModh+2bDKlYBnkuNWe/63vw0x0wGlf6zUvA8C5zC/ZHaMfpklD7E0qiDxJrHBSnxbaXg1qb5wCgi4QIBblhvfKWxdLh1NvCjNFEzRlBT3us79Y9nlcnVheIJOwzxNLfiwLvwsp5MGs337HUI8llpZi4c1fHjeQjTRdFacbBuTKfVdDXGUielXTvAu/Wo6+kYpaihRvODXdhbU1Rkm76cIzMuRPR7ZUX5hTOBxdjZtA4sfoaLbWmi2gaY4Z6OvwgM4udnBje1fsFLF3TXJyMzCaIJzwUjC1OjxHDhvscXs94nZc8PXtC01fVpPccbusfT2hBy1I/uebcpfzO3fsM7cE81dQs0XXDYHTu6RzFoNOGOGPcUMJXsvjJLfbT1mAhDTVqPjPGrOrNjap9xTweIIHmva+q2YjNZbDizzO7iUWtTV6VcTb/zcprV+e0mBVrHOlOXwHariqpJDYU7M8JiA5lXmgF924rd/mwMNx+L3R7IWutMDSIP/QKK5rTAfkHlPE2CaZKCGPNhQ/zO+eOlNUvGJ9mQHIuYxTpEkKhLf4hguN1W+BfNlZbAo3ojGtQpGB5Q9o02NfMyrT0AiZeNAuD6fSAU/BTjF//Vr3vD6wOixzHhJtXIuzmqqMSbLfLn4nEZLXbUhxlXRH/vCWyCgSntsD054m+v0EcdKs0ikVJHafhDhRNpNKb2sFiSd9NAZaX9ftWcgN3umTg4HXtN2RL1XNZiY+Xfg51wS6ywM/1TyviWuUkrIs2JUcRbQjNan17WiX66fDcfj+og1KWp4dgYwchmkhWMA79h3KVn5jFsrVD2w5ouxd7j0+b8DQammomguQoXMA2NhePczkq5dB+YNeuq6mjhOxO+WV4/zBvVxDFPKOuWoD3UJTThAR9nA8ly2vjlgKIpYRJ8dqnric9Wc0tpFxHX8xZeaN6LWs9X3WOt4Rw4LjS3KFJBwyzbIswyPv6tOvcpPeskszvxddQvTg61APSGvhHaItlnU22VbxlfJwcm2IXvOUdKAKx7c4h8/km1ioyz0WfQJHERAU+e8rNKBgyrmB6CFkot7GnozT0+W+9FJj12+1YxZAnBjZk9J1kXDb7rHikTsFLbJj9Bs32w7rU2CHPOWOdxe7J7GMwcyZhMqpUlBmuxAEaJCKAAi9ABkhBSu/1ZOxtXfJ6gNWUwGtCiCL9jVo1srKBpbVVTHUZ+DqFQsZb/TYwcgV2xjn5s3ri/8TDPmd9DhaQ0fvWoCqzSRZIKp2p6cuhDRsY4fsGfLlDzjMXxIRw2LN/pX87qK1Tg7Vnn6cJpffrOy4VUXp5F2B72y5OheY+4lP737SeDWD7NnwHxMNpU67Zu456pmFJ0/YyKB4IlOhbBpgSe/ZgYKSgSTIgaehV3Nk6G2nYyPHQYSm0y8lkFYDhCaZpr5KBU/MTaqXrua6m1Bhd3c49v1nHylb534jQxVczFxe642HXuZm7dor8RP/axpaKSLwANEs1A/fIyF7/X1LvjJg+Ei4DvMmoPKv6VCh1V3JjvL4rWGJ8tmmdRe1xbYVidlv16Sf0yi6v6uyAJXBz4np2jLvKdaXBQVDzs7StZELFU6VwZI+AaNdi9DJ3UiliKdctRRxl6UQqTDvZhb3U9G6ykqK/Ph3XpOz6bfPCJOkT4OUl9I9ry69O6P582sxFoeuzmHwXToggTTCuL+kG1gmJjQLTp48lAgJBZRtTWxzakp9uwJ++qQdAhzwubgfh719qHpAyGrXCIECPZ3Gx0TE/rvj5teHyrE9NmUiYrJLi2iNPlcsnEDvMLlCK7VWwkXGL9129wehmfqYlvWA/y4hOz5Sioa68OrX7GhjGR4+NpIwfBe7HCVooaxgZR6HO8mogE0yRcXmKStRkIRxMFTNiPVgtSP8pRG/luK4LU9wD8XyykxkCCncwUGATN9LhkqoVFeECIQ2hZrFRyNUSqDmjhxdSoznuFZ+r8btUe6Beh8Htat4I+23+0szZQwdOno05cu/E86PLDtMLjh/Mw8Dy48OL8h71mExVGUuAWDrul3aavPxu9OH826VCIxiY2ilT3rvooA9MgqD0K639WvGrMxe4rhkqPiVxlFiiH9YnGDM3sFB67ltrReY8Ua6vFr6NqjoCVsVOatOGSdfQhsxJFhH4FvtyzIWSu8s5kgVCWeYpHrUd0a1NmdMxuuhUNHcOfgqh2uzGFluY1ZKlxGLqAbr73hM3VIAtEq8RNE7VbGB2odV1Uyr5eKPi7u4aMROmkcH94CY76HRpj1cNZeSmy0WesWdazYrj9utstNjquaITdY4fq6PoNnO1VDVCku666GCER4MNp99SmArXPVoEYtRk10Lk/n5WC98aMzqVShcMcD/yNMON7Lua3J6mpKkAWwBHb097WnXOM2x7LtmbaFthAzzp17J4QIY8MNIZ1b6ycLKd1kQGPO7PewyTPPCQ187VDqo5Pt+61loHZxPxZSSYwIu0IU2kGsyZcedI/JRutM1e7PxkUqVgNJ4XPfiMGP18+0zNgG0UWCKeNgecooa/lzhqLT9KMoTz6qkBtb+eGazovhSJ3cNbv8Vknyo1Z9GiyW5JomcxqeBF1W7GeuDaYVFjbN14aUsjVZ7yzUQmsQ0qKrGK44TOndCI7zVivOTaGjmqNE5vdUGc6SPHFO9b5DTyfGL8qzSPsy8QLArZDBh/PnpAFFfGHFVlaTxnoccE57x44D+rbuAnhuPiXMSNrvnG+xz0dNmacB81PADTU1uoWi71vP+Xxf25StUqxEjTDoZxJadO8W7+p4AWMVnoa97iT9QI8VUVUFFtb5jDE3fzyIh2pRaxjUiFVUBELKowKFDn79YBGvDB1HgCl87OohRGXj6riGrStApoYBl1Gs84YX+zAxeLVEXDhMPflrIeidtRFbIBLByUKdhvSs/LJVYzx+agFV1G3apHqwtUFW4kMklQwJm8F3HZLLVKWgJb0R2TEUCJldBSkm9Qol2ModSTkxHeYI6NdRmSgXJLx80epjWM+40CpcCXutsYfquO4599XqCOWKjeNuQM7JQXYlJb2ipf7//DZymCKqQ1+iBgmrctBBWofX5wdzCiOl/4YS6XlQrCLhbb1GyAyXowaLTkqWoyFMuHoEFZBUHMSxgSKLzqmD/sto0nGSbaD0OCbGt2YkaH/gTUh9mF4QiIzs00XviMT5JkBdlzMh7NOdKvqsqHY8KFGHZw5QEx7PV+OA7enlXDOJTuUhs6dmL9omIIwptD6Bnw6AOesysL5XUupNbQ5AiYaib3XsZprQWbPILJjsDVGMH/0HKMuStqLPmes6y9GGdYE0t+NBTfkA8PQt72yBht7DxeyGG4SmKzqnfEkgaQV9R2zcxVvKxU4I4scOeReKMScm/KrlIZ1Ud6VWbKu0TFj8MuBIU8R/QOeETvgZtJaw2F9aDWJRr4BaaGylOgzRYypwXbY7X07fjZz9zNwbwlq0bgqI+XjNP8F49x+S8V6Ds1WRIwvO9ss1Fyao0oHptbHl93yd/zORQjL8/acU6uy1xF0ugTU8FTTQUaJCyL+QbhjxsHtwll/t8tYcI0phIMBvjcSlrji3l0+iE1D/GtYTs4dbiko8OizHk7gijCSSk2MVykDRBo3vtsUDzrfUjdMtE6wO+jcpMFdM7H2v1O8Rn1IQYfHXrMRpda66NQU1yd2G67EtkNrBut5MKW1NGTK7S6CqjRDFxEInh0GOX6wt4IHFA1K7cKurK7AVJiYa72kUmNh9ZHdz/GJgt4CfrwivUE9Avng2EWOylsKi4ZHlYAY48l+EmDQb9vTuq//VpuAVHxsQlztoDfGBmywdhXHgqlJf7zYtKgLUOJr1HrJrZaCdv2DujSFMILw7R1zbTeQACa+i0YcQp/9rP0ymh2BeceFe4o6yZSedQ6zanaemTCcAbOUdNCx0HGwsIsxjt8BGZGKec8tWBi/tqxMDYAuFXt7fEMXfCwclqSCpBoun7W2UnsRLnCpMvQ+P8nu+YbO9YpzI7OtA8sayAAAIABJREFUrMFKFDhrQ5qPDRpVRiI41ccT9Qqx93gGgDgUu21iH52gile/ID9x0m8cnArIs/ahfoGjssoGQXwJfQHdRgrnx/GDgKF6CaT7NZOa2SmwI2QqKeva+f/BC6Geh2e9VMVE0uWoLOunM3d/IZ2zYxORunBvbBryHxRZI692IP6MSvdp3frd3laqH0bR03Tz7JRLAC7VRdLfKLJ21feQiuQUWb3PFICioYueJt7+kJ+t0KjPYhQtiMTVC+RSr0gXCpVSyKUdbBdwsN0HpZVjo3Up5e4TIqKJt+60tu93SR2CjVqHebOcixrLJUpB9+SU0IAzxWels0kN0GVQFyvLRhmZ5CkiUmU1StU1o+FCJlgQAJ7fJ7ClAFmIrscIYQPzQbWOKe1kJhQ0uXHCz8QhKRNpu3pmn1DEA4MDURUcEKKxG5lNju8N4y2sd1DugJ89E4LTMBHHS9YnZGrS9vHEp3/Y48hCM51yLfrTiamBSLr/EtcCo0f2Qqos9acca1VjxJr2ibRORo8usufg6279V5AVEOWqHnI0PJYHWbBGnSMgx5SPH2y458WqbmfNV/BryzS1FxLoGlYwpSD1fEDOIxV2yLc9g7w4nE2XD4oHFlIvS/28OaJQKxXZKfKc6lnyTgmCo55NYNW6TJnFM5vucpP/gP4V9OohCggGVGOLsa6XEORc2Xsqvksfa9ieFcUY0w74ODXWoKNI25gP6ik12mpjmtF3RHba5p2Bz0kByx0+4oNdz+wYvsnxrg0qvDPjnP56IT9QKEan80lqNfZ3ijoPR4XGp4ieJtGcq7ZPOjgjHH5HMLm6lKfHv6BzjoGdolup9DWkXs9a7Ojybm551QEOPkBTu/tabKjTpyCyNjAyktiZU3MEB5/fdeupZVyGTh6wdDKk/3OPdGYJFWwVTNUdqoYMyUq7TCkJbsKQhJGBhiaqHuaaCpIhFKToIpOqt7ROPF0wXvQpGSI3bIws8jBFx9BqYY2F9Li9zsW9PXAo2oxWRb00hEukAd42oyOmhf7y/oKBOmLBkwq+SXLbrYbjCScAjyVcFmn4WwHvPp1VOXFIhcb3ZCR6XCAUOueoot5RVQalJa86hNtK5ZQ7NsXgs8E6wZg/fnYqdg/oGK6CcUERnIpvR81WEDy04uKwtnqHah6oBbV0WbOBFYXB/krVgXKsq0grBiMO91YbySiCY3gGqb8ZLBfPi3kIzfEp4xvp8KVAKimUMbb62bAKd6cNEyYYeVG4aksgKfSaCRwvXdnMzlw8bYqvKibYJwR2Q81esM/jirOhwTx+a0OLpoDsT+wil9kZz6K1j83Gpsj6ld4xn/Ui6fPZistZ64WiZk8qqNACnS0py/bsGRiZqbiEgvCdtZpZQ4M2BBn3DUQSNRtO+ahFWQ0v8fz8a01NPR6SFVE/gvzFFRGpvxNE+24+yLN4q7MmaEbBG/zWUbNUsSPRybzT1x4V1roHnAkFQOo3gX8AtdqFA9o9H6gj/G/5sGn7yQSuX+ffmc5zYEQ82thFjjgcc4vOq5F/Ocn33W3cvlWRtV4DvoOw3UJ+KXixUzjIEcai+K1h8IpiJkb4PalOKqJJIx6dkIh2PSmi0nMfLoUwUfLQWn3QKHcKTBH3Jr42rdSjp2FJ4A3U1sPcH+pwpGHmYtMGZ17pfJndoBes7z0AY52I31VNj1VcdjV0wPBH/lEdxWWk+kN4MToq7Fw8arQknf2RDJE5Q6RNBW9Hx+dCYRRFgyKc4OnM5Ej8Bs62Lgjxvj2Lhj2DBIlBeWZpktd4X9pnu9SiLL+q4QefqzGX7xuog07Z3MZLaRFWj8+ZQ7G/S5ZAKf7GwxmPuj6iLvrL3w/pgo8vxXrWPGZe4irsu4v9Daz7qLHPrygEo+mrsZDGWKpWkqicfQIch05bHOwu49KaMimkC/4dqfvBMYj47pv6CnLr3hzqWNRSbQlQiprHSusFWRn9XXRh6pCf8ELGwtGUYJuURs5I4ON7NiDpMgAThoNkuN/CySGyV6qECbRiUGcYwsmLfK/yyHNuhWbN6ha5QYEdCsNnDV5czQThM1TE1nyI4fHNeorQTSvZRxyDWoO7hMxLHbYu4eJx69OuneI1q64yLGeFB1VLqaMahVykVl8adNY2+I8pnJUOKsJGbcQUM7FeePINZCzxEoWzb1PK8LM7IVQgFkNCXXL4A/063VJs/FdaPWrz7dPeVDG3J+CAILypwTiKQKcMBoCavoTdY0K8+P6lNf1kRVtUjWRxtcIisVXyb1xIODrAIn1iATkeNkdg/YMyDE6aGvn70rHQRlRsjQ64cqAZZevSuS8odmlgtgqOHYu1ukiGXCgMtWOmMA/WyHRdjJSBEVbPLEn0V3UHK2oYuPGYCYzn7JOKUEdjObCYO6yAifxy1tm3M4urbkMzGoa/M0PT4VIdIR+V0zyL5pbA2e62SwEtUB0xkw8vR5kZHNDRTquiJx0oOOp7KDav39ikVGz4ikh9zoURLYqbEznX6vBF0e2o1D8J3o2M/IcIFcNxIzz4wSEnvID9istPTDDtu3DgnhBhpSILAgxUZGVhbQiCMFmUDq27Vam/S8Dou1UwDvcoF/MBA3wGYsFDbrCIyAs+nFXRccq8mHSpXCCIjp+BsZDICtXyj0gZmbkofjMpp57ZuMQOx3xUBpAnll4n3kUSDQLhtAdJHetuGrJUJdjDWZuOHN+xE/zGPRwiVD6hurvXZ0cXuyiUsBtFy8p6MOu5/JAdjZmoQFSthHu67nVq2chBJMrsalMVpSu8LjA+h+NFOoUdFyF9wUj/odkEolYqABDEWRUCamNaqZCasiDVMkQi0FCXSlfnZaqGwIl2P+jvViAkPp6tUUuTB9OLUOTTfHqaZn13uVj/B9bspzN30UxR2u3Cdvcp/MjPFc+935pGNYaIkGIZT+LApXb/YUEPm5aztuXLwCoWyylcfQS80C80ogQ4aYgnU+mTBR3qdWTRRLEpb4qSBSNQy/qWzqrVoc42zVR9iwVaHutZ0yTRLNWI5DnY4jdFVstBhdLDuvhCI5M2mI5rSLgs3uJht/wdWiBLQXGbhVa/MWOiUd0qowp02Cb4do24XpVaVieU5QOzkjl9qWeU268c9sCip8vFhrATT3zRkHBo0Y2MtYPGieA+FkGZFY2JmG/4ZlN8Ur+nVJ65j2dlJEhZcU7f2Em6m9/w3zOL9GKATdT4GZgCu+2w23pWoTzZyxBKm8KkbCe8OIybz79wXdIB+yHrRkqVPadyydF0+aiOoouazMZ+h+VFnaNCDR5CGCtrPOwohjRDoWjZeaklodiLCVmv2lxzi61TGpAa1q1LL3sTzCGILh01UNHUuC6BKAH+OTH5jX0rimpjaZpKAfZyD3J0cKDCg6V86bZi/YqeiWkplShR152YsotnXWNMJQPePQR1piJgch8/vtuNF1e/grmiKPst4ix1WndCXxMhNkf59apmuvISCYVdyefFn5zNHngmhgUX0E3nfMF69NwLrPmTn0sIJUGuuwundSsn+TH6l13qAup5NkcGCXqOuj41Ay6Uvt4rRAwmVrv0NagdFN2L9HxqVOUp7VWmY87ITt6TyB17RSw6srZ+6vj9KurUwWr9d4g3kfYE6d9iI19MqeOgLk1WoEUJ00EZ18IUD9FolQqms1GXsItHLX6OH6eN/3yZ+2hMIeDeu/XhsD5851jBs009yqUKR6nNvk/c9EvnqdJdNWV0+bC3yAakiFF3mML0Hc4sHOb/eJn/4+R3C9NnpKfu05Wfz2hSKdwtc1pP/G5deKHOsbwoA00svXZP4iIVzUz0xDodiN8reh3opoiE3ojXTn9gIpVb0Mwj3aGqe8PL7trZq+zstkJN0n8cNv7zhQaTag9nZVc5Sta2tP+0gTChW15gfNEuetI+3brb25+XRqBtt/Fx2PigPfBPbQxk9HarYzgVLbe10O8oq4L9FM4BeHFC2UH8nwXzcNgQ0CF5W+EIaobATPQtn9Rs+W432oQL36uDGnIhA2e/rG2ToHA/2DbW8E0FxI/TvGybjUXgaYONNiy4kG6k/FW9/AQI9S0d9dkwPAZECdWGpEMz6AwvYrixDyE0qEByEo6kCzRjoXejk93Q5iQZcH03d7GbWy7t3ZbruaWNycHm9m5qxNSgp9/SaV34DiJI+m5++Y7gM5GZFuFXnKQqcrNpnAlNYTuaPedi45di/o+X9R/NP9Rxj5H2kM+q7qtg1kfUjd4SAoX6h1PaxKJRjaYqHsSG2Q/c+24lXLycdYbJtCIg7pmJQ5ASVE7peUm1QGs90Zbh+Ett0hqJuHhC25OQBQZ67/lfiLTdWbhzqbCJYmd6/Ve2SisaSSjLEwqac7GZcgguo2FquhSb1EUKDQseklWLd9aClWc1WlOE3MdRC5ldLph69Ce0aarA2INaGMtZoYw2jargZzMN9TItCNORTtM0nYE36JRbIVQKnn0uvIywNn2i/K+m9dRn2Wuk1jMy7COn9cT/h3BMMc0ZQPahglOpTIIuKyrYmcqTQSHIaiXbhOMZ6xqx0HktRqO4faFB8u8G4rRSFtScZTk4vx4oGm5HLdwKW+yDMrdXpa1qdmyXkTn5P15VPwUF88N8elWNplqQ5QzbPh3mVo6VIy1VRbchCRpS0VDPfyDVTbQfrtlf5wCMqdQpVP2fYFSMEZS7ftsZLAhzxZ51C5w+dKF2pvtnW9vUYJUxSadHMA8vs/iqaysYsmOxdqDyq1dqvqGxzW+gDr+ROlhHO66IxoeI7vCRkhCSF/b5sHE7MA96LTamJincJxZ6g/aMES9Hn2L2hEgMR92bIZUfpln1gm3yYS5yAAinwvWRcBezLkEetwx1z+5P1pDiYTfCMop6of//HVTYjfWiH5xoYTMVM/6oZiqdi6PaM5oVW/2tds/Hs675qDV/QCpaa35TDYuB3LAWG1ZOJQsvG9k4NXDNh8xGtotdSsrbUVrBJTRZdVpDMrgARQvHp3/LdOaCqlJ7/i4VuyWoIutC1ozkWybB4uOEcoIg3lDsPf7E8f86f7Z33iKiLDWqJbHC2KrgnYyahj0ldEHe8273XNjogYLKtMIhzok8YEI/IxuCXHgBA96KvWfqs7OgBXoiU/ul2PgFFwBaz1EknMJVjoBYbBDDApHmuO11SpJjAc8zRVQjxcjovItM4bZW8JOuSpd5E8cd067iJWK/TOuR5ozgFnHpb4Rj5kip29jS6F7FS7F1Mp5dRtSRKVHXT81yQQ0iLcXzzIBcLhdONSIgz1b+MaNA6ZamJTMn7nNs2KYGQwDqE11PBwfGp/VvLep4Xh8O6xZCWrnYuB7WPRC5zvEgV53sL8JPU1TUxsxsa3Wejg5yoi3NAUXDKQLnn/kOkitw696mUMUC/ZaEWse4cbJV5EFTVM1LHrMSJP3LBjE6KWVBI+swAx0bDj91cJZCrRTsz8yCZCu+sjEvIHMav5QG1TAr8oHvvLKuE0la4O93CbUBnDk2eqWWIaj/o3L4SUuthV4W+IVD91l1qoMD49uIT6hqPuu7eerATBsbJC/wQr/+5d0kTSA588yoVkFHUA2vzai4yo8MpJoiwLlcqrnUjGDKwOYHPte4aUobztXE83RLaIbCmrPesoHMoIEsnXBzkVMy+yzWy5ozuh5iy7Iw7Ut22c4msH4EDD1p6p7Zvzr61RcFyJh/Fw4Go68KJ1fp+9SQmLeIPqkuUXxxOWudDb58t/vPePyf5t9xu9L5ANNld2yGw5hio0TJqOdYbF4xJ9Ove2t/3p5oS1+gLTNltrknHEYxhlyCZKhU+dBEtrOVvkWldeLXB7oL57CbX550RkctGiMiYB/CB156Thh9B6Mk/qtokfzfgTeoqIFq7nBpb7oqSRx1FhY/AGXdI3T5UYQj9JEvFxChGMklqFaiQrRj5D8kdN1O69P69Vl1S+ZERhLZHkoHxXaaGDW7rfGEFeEMKz5jyrtNH+Krl8oucrFwlCUP2fqsbIUKazDSG9Neg4CBewBtfWUWTTqgtqjz0uvpML0aTrgGakKRQ0L38FEL0EM+sAYrZA4qhTc38TXJQLi0N/tZyC+vcAIP3sdJtUsUBMGZJzsi6wJq1D41MDXJBmRDdVLaV9ryclS48Zqa98zsXP6Pti2igY8IaoaPo/LkNTEMRAnAGrAlZZ+H1RmrEVFtz+xUtQANoNGe9fxuFEF5eaULHJsp93CxmzljHKscIYr5pb1baFi7JopdJ+1prsYQTmr0w+HDYZ8VrlR/EMgFJ5vVWqRbJRFCodMrNrAHBH5L/RKl+hNHRw+J6P0Hcor8ieOAKE1pg6Ir1rzPsIXWt6QakPaUjKiovoW9ajSJjSg11J4wzUiF1oGZ8o1BtF9OG/9AXc0vEDGE1LjmP7zstp1VGl8BkC7lLr+sj5hv3HPou1/Omr128V/QOX+ZPwPfE353cRjjx0GdcUAE91Tq2LcpMq3acJurgj5mFnzFpEhqk2bkkJtomRgtbxm/e5eWSSw2Uu9eEMjbRp4yU+qekdbIdG+gAxtpjLeNTR40sNsKBzURJ4fAHC86FkY1aQvsJWBwlSkjJkMCHHajgNYUL7ouuoTSxcGmYtMHIDHNk0V0hstv5IAWDIt51pb424OXQL40ZLFgU9eO0ZXPpU1LY3Q+ZjznsOozy49pb3UOxd5Y+L7HpjU+stkOAyVw8H3cKZOx/9CiLmrklMnrjrxAWOAEzRI/K+hM7BYVruGgGBHxItVwILEfhKuqtqPmuhujwHvY7Z3Poj0beFnc1p3F85bm94kspIQDPq7CnQ+bPijOpmIfO5w1DrBfNfHpurZq8JNtS2emQFBsUaF+rzx0lwEZClf38bC3jCLzGKS+WCoFeqA9qYlL4mSiAvbpMLcdNj0uGPqK8zivT3tnNuHCae+hZeJzpJxEBqtLQ5XUiAX47GiF5tw0s+6xtFGSmknLPcO53Su898bAaBIcw6CnQjTLadPjqDITIk1gXrHs7aS8tGp1dM7VHgrPRJt0Vs8wg5A39T0wo7wRGpxYQNbMbsc1HBdcwpq45QKz4kRJGzla7nclsggyZ1DjU+Fsh8PemP1AGQGXQh94fgN8Vv91N/f1Wc/fbw9QqeVzHLOILgj+e9k9s68lIZOY8k8c/6fpM+RuP5rjRzck4IA+kbObULWWlnufyJrIYPlg5JkipVKllWcKNt35b06UtNx442rwuRNuGHmpAC56Wv+V4mAsLFcp1NTmbkpN0G3snMzA9FQc7XUJhaPpBdEg3xc0ITmyO8bQIkHHd8EG7jzwoKM64o2Vvho1/aaxKeaIaT2KkBwHzXvi7ap9wME8cWFeiq4+tWax2tG77pRzJnyQCKdF4Lo/NHcQJ21F9YMGCgbIGMg6WNmjEF6Vv+4SoJt+KxA8i+3SGVV0S9LtoUDUCnYIuPwsVhM+dOtBSh2i027FZ87rszI3JCcrBcqBQYQuPzRwka2zFvCkE2oCcyIFVbIVtJ82QUo2oRrLk52p2HdEj9iz94+mmaO5so68bOHj2KNS2TuO66apW7qs1IhVp27x0hvXJ/D4jfRSShZ3SUEFusrVWzOl9mxV1O9CXZSEil8Lahjrj6QBBQBSipWsQL8Ba5ZQogrTvl4opUoGVMlgnls80355N3VGf0N9Yt0r5RW9DyKBIAOH/PqzkkDuC/bVM0uqjCUGanq2inETlehWwqTs38AkvstzMbvx24464aZ1uNoDIV4yxpRNaKKYCBFeE8JS4fnnmUo7tabgDzHf4GAz4WEuq/ag+SWifnOmAINC9wF6sjIaKKy2ZkCM+Dw4uH2vjXcdSRjTJigPEb/f/oUef5df0CFXRMYbzVU9EeKM6SRtkw/2BQXRt6SiBGiXXWKhJZ1gAmmcXUIHb8fFUFu01BCH1NJj8Y6VfqIb9jS/oCvNRX7H+kQDEulq/XpQw/6shwKc5N2m7Wk+ti7DylMP1NZJpUX5l0KmCmKtKYkHXnKuF0ddq/2Rc3fDQZ78WQ+QFyRF9gGa3l41nXQ0JjA79kqn9DzYPaG4qqcUWXRkxNclaneHE9zvj5dNH2JqAYLS4XdLo8KJznm7sKKgWSQaIQ8Kue23fFRjHZg5IHMrHJ8nB0IBvLWgezcWTlBjFMRoV2kxMO3TunyCokvss0sv0Ok+SNcVrKXMkDbsk/6/nAEurpHQoPYMSpgcHp5weGZBMkEFbxV8DwqAcTziha/uNjgSl05w5wlf9rzEVZCsNs26g8s4lGhqO39g0s103IJ3nJwYszHBcP4Da6J1roN1tlYUv9btBPnpvd6iJJ1bxiWmkfs4KzNIw1GGpAwImkIIJM5K58WZYJBC/r8PvBR1phQ5Z55RNsSNDLq62GQuroHDbW11M0C2oGr36cRchyQ/UjhJC2QNSa77JFvYq9ii7MHnAopx3hmkqcBcOETmNPWRjMqKU+s3aecJdohMiRBf3tt8hsCa2koolyqpgqD/X86+88+t48j2r3y/lUTOADcCGCpZoqwsOezu211bXtsrr72WRQA3YoY5iBIzlRhF4nb3veCISYlUtCJFUpHnfaiq7guKerb3w/wUJgDo211dderUOTL85eek6bXEeyUsFdNZtWUyiR8Bse6oB0JNchKN7OUKXqbR3zS9NZ1TsFChjYk8gpSO0tQKUoNuIdQ0jXBkLFMgSLl0zYgfLqJjYSYcfdoUYUK8WK+QZom2PqcBc+673DUPSsZbufQPJgphTgFY+NNhTgp0RCvloSYOyj5XB4OMZCKWiimi8jS5NE14ujBT1oWpx7eky65lAxhLj5JpWnspFQq91oEhCEPwQEPlc079EHEBEhmGNic/Tg185kWTUYkhrfyUFCDDwlhZABsYc82DbqytwzRRP9foptpyoklor0Zfyk4L9fBF0i5DUzpEQUGTpeGIqIdhpgmPliCbShZYtfjrwmTRdn5CPkuY0EXUKUijJUx1a0ai/dwFDjP2vXkZ0WL9gsUBR4Ylf+kz+JxZynCMUNzE2SosuAeQcWWQsURzocjZquXKNcidbECf4b2Q/1su3jakQdAiV1CcMVqtfIa6ZPBHhp56qWanOYZJxd0qF5kGcd2iiWeRKXFceoOoEI0YMv7xW+crSIjH3i0oieiNqSdEVNua512YQCEN3lzRnslr+CVV9tGI+Pyk2U9nsl8oxrUbUrRMNMQzOyipSuynrdkGjg9y8ZGdpOx7bnRKfEiIDRQk/Mw50YjH/B55HqCbOyFBnz9jlFOjk36PjIXCkSF6OFdehAjQ2Y8mAj/xfsg11vGax7IfStbM4UnkPjfE+zwPIQqvTp+IEyhJRgompOQiquegSp+JGusSZsvlQh5QTAWvLMQeMxQVCcSeGUIUJpWVle6PDaEBzAqKU6qwg3GNu8v6FrLM/fWQ6ViZmCO7Q23/v+CuVA46nZiwpC54mGiiSfGNZX08M+GyMruDub5hi6MvLAMyOm7QLWjTermrCHqFRjypyLijxU237zuTQMSZJQcjel3XmO6XCv3JabbXE/1xwpkHXCbaoRnG2p1phmC4rmS3mj+ZtsyesKXv0p+IFC+LSJXKjtZTM5o7+jkxDfyCheIyjf6oRiTzA5lQu7iMTIl73S1qi3fLDAXp9VCGHjDf28/o0JCXqGiIV3Yy0ErR8qVFfQKqpKKCeg00DEOb2g775dK85uwzM9w410zt5It7RLMZYWLI4IWfbciXnLh8WZu5QtnBQb9Q6LIvqp+SebSf1sStl0szk+BT2T24lJA7WV/wzgnhyIOJItJBScSDHis29hK6pAc5NbnX5XSwSMaEoS3BgOXztxqGg0walBUzZDhbK10WGnNVRnIGpKroi62h9ExyNirKyT9CXPHstC7vczsBy7CXl1Mm2ttQ0xSzVKEFc+p5RkUqN8n8e+1gw1z6IKt5hqG2cwL2uZSK+2cs7S1nmCEXmToV2802v10gWTubwgmQVzBUM9Y0hzKi4SsRHZOfi9iRzZPsvuCEjWNRNyesW/xz7T6RipaTlmBSke5PrniteZiwYFYi96P62ZQ9A1g2gyUyKHFQLdIDX9g8aSyzRKIt5nHlLsqhgv2vyxTWJUzKKCqCEqV3VDIsKRVkwbEr48lkTlYHubJQdcjPo2fpoJS83fljPP5eKZuWuviktUGmDMSxJtiiP1FMk6psGSO0S7Ees83DUrComil57PjEGGicUgYjZgd+wVzfFcZGU1IJtFl33v77bKVYVkwpZapX7uiGsR1UUdbhKyqMzerJoHvKuH8Fq2fNWaYo7cWZ0B0JIvI4cJMtnmPSiIYPbVhth7gEIxa5VxJsoypCqHYxw2Tko1pZWEcGSnojTTRSzj69UsNbUfDZSzTKCId3Cp0KoZ0foIGTAU/i+oWYprd0hZIKEevADEpHPxQlUVvpZIrKcqZGBkWFQe6odoT/CqRSI2wlCT6vRzxWND1c0Hr7TPP0VyrrqexxQ1VYREFJU5800V2jnximYjKjig+BncoulN3D0QplzYNiSqSFFab4ckYmQ4YUUKn0HqRU3sugG6maTrm34aomgWbCXCGeaLu32ib1ogFlBQdzYcBNEbLxxqA47VzhlitLanC6UBXDCnqeS2/PFyU74pwm8Fs81pZe7Bca3rKGx9LKcWqsqCFp79CZDQraM0FCMO0gc41dV8m7izbkMxfnylXguaNiiskKCZwpRCWzZnjfE+xG+76XkWmRz3tOXPBo39J79FcUXZT8OT1Le+ZZgLK2jc44rcm4hiviMK/pPZXU6KY1n6InvsWF5tkjjgecBFhZd95n/UKjX3AFIT0dTqYGJTEJZSZowCQOmaVxBlfcm+MqVBhDYh5lzamk/1QoMtRhcoFfUlwbpK7vFfFzWEqI6EEJcoW7flSPnx+Wz/xRazjCnW6ykOMAwPZoS2mr+cUld8hBL2ToRiiccTpFlFToJtQU7WYVOql2AyVjxkuXK6tDH6cJjesLAAAgAElEQVTiPSuYeeuAZ1O6ABhXpAbWFOF4iu6YpBGsGXOuEOe11R8R5cMwq7jE5eZ1QU3fgCdPw4ygFy+ngxIVdCnEiSvdRT7XZnrc4PNykoLo5GzIkRpEw5rKzowbvSV9RiuPUSjr6WotFks6cD5DaVTyavrdFSpb+xmtacAPPZCAWDi+t5/QawyEfZVzdSZQBZehUjEEnAUtsUialbhIFPyxRnds0EkVOpmiC43L2Uhw1ZwowQN+BlIl+jlhjtJbiBPCcsPlCuEyZVdhIng5fRaPD3XMWZ6wXZYmfCnkjJMvO7E/gVqI3UVJgth3kmAXH2IOpmRKo5ixxvMaKVer3O8Iuf8lTeaYIaWIsd9wWREfnHtIdt6haPcv2k3wKRaFNp1PXfAqW02/zGnj9DNhKlVsFcmqjcvs2cvNyZhZLtZFLqVKm/x8hSEyRZwwQ6tUECmW0Fa92sJ0S5ylthuqMcNSITcXrd9srtC2cLUJHjNSesL0Y2agCPD1OWhKMkYTs0TPDDNKFoKcoF5yhCOXqi5nyVGu4WfEMhIIycsI9hrwXpSqNpzQ/MFA5EK4XxNLkM0Mw24MhRaU5A2Y5ScKm/4ynz+mfPpSbeZ0aVjbTU4EfP58omsWlQRR9Zni27Nfys4rCG1Xqn3rf5JRHOtz0jLIBYqiKn7AUNQSIwV33spz97bBesIfeXpRmpdWqIpLWdLVr7ncVRZjFU0bP9fwJ5z9JTW8RMMbVvDTCndvVHhwk8LPtys8uEXjnk0UfBZHCt2RtpzaQSZzBIpFlEgCQCAcP3eZbcT9h+5YY3FcYWmicN9yhfs2Gjy4UWH9RqJ/LWQKC4zL9RKhpmnKOtvNWYYnvEKhkygs/MWg82eD7lC0W7j04sGnMDHwstpKR6zNKqwdayyOFNaOFW4badwxrHH7uMaaocHavxh0hjUW+We8pII3qrB2g4Y/ZtyYM0HiokufRaGbVFgcKqz9i8biBo044YMi/QVhHKR82LnpI1SzhaHCwkhhIeXBMQ5qdvRdBqdyargRo4dnHzKN7rjC4khhqdS4Z7PCTzYr3LtF4+5NtNG9pEKYVBZHFs54r2zpkEvZnlMjfuFZjYVnaY94owprx1N0kgoLGzTWjgwWRgprNlRYGFZYO6qwMKJ1WxhxpVjS55PLPFjmoJg56ILKbs1SEnJwnJaR0Pt6mYI31Fg71Lg90VibKCwOa6wdGtwxNlgY0rrfMaywJlVYmyh0xhqLQ43FoYLHvQ9pSAo8Kk1+EQOMc4VOqrFmTJ/hronG/RsN7t+ocN8mjbs2UQLRGSp4Y25oTwQ7Z92akucQUkcNjeWSTeh3F8YKa8YKC8MKixsU1j6r0R1V8EcVFscVOqlCd4OBlzi4LRRMniGKUBKdQkEm6qOMhozC0pDEsTBYMiIXBIXhqVRKCDtj2nt3jBU/Q4XFcYXFYYU1GzQ6Q4XOuMJCquCNpvA28PvnM7QwUvT+n9HojoStJQOg9L7jQsNLNBaG9PcXEtd/syZFzEASCrRVNU01Oin9Tmdk4A1r25/qt9g61p6RySJeqrAmrbAmmWLtqMLakcKascZCorA4on20MNJYO1RYM9S4fahxe1Jh7VihM+LEgWFlSUBihr58rpb9FnpA0i8aflIjHtXMPNR2vqrHlQlJoRMCQskM9X76t4J6bhus58zCNe7ENMLLGwS5psm1Zcpue6mx/qKRBFBeKFnsbkKiRn88XOPY+RrvfdLg6vUZvvlqhmvXZ/jkiwbNpQaT4wb3bdK4I2W6JWOAXk5B1i+YY54QgygaEVulW1JG0x1p/GK7wc5pjXPvNfjsyxmuXqevz640OPtegy2VwcPbNbo8BCTyE9KAbVuaRWmNTqbx630Kh87UONQ0+I89XEEkypZSQaZJtGnZ8KyAQnLM4PDrNQ6tGhxarXFgtcHBMw0OnWlwgL8Onmlw+EyDQ6s1/f3Xaxw40+Dnu6hCIKYRNXwsNJNV+M/9GodXaxxabbD/9Rr/9jxl2pazzPMJQiMVXX2/1LirMJgcMzh8tsbyScrgiEbHeiOZokZxSZ8r5kZwmGh0Mo3FVONfdhu8oGq88UGDz682uHqtwdVrM3z6RYPZpRobXzO4f6vGwljZashj3vmSzBdwthwUCveuaOysahx6vcGhVYPDZ2ocPFNj/+v074dWDQ6eoTWS7x060+DwrMFz2mD9NuY4FywHIuQAi4PT55M+is82iMRGqxGNDIIxBTE/J/mJPx2i9T202uDwao3DM3pe7a8DZ2ocWK1x4PUaB1dnOHymweEzNX67Txra0pQ2tvoVAx0/1+huMLg7M3j2JYPXLjZ4/+MZvrw6w9Vr9PXhZw2qNxsUx2o8sNHAY9EzG8i4x+SXyr5eN5cZgAoPLms8r2ocWqU1O8xfB1ZrHHzd4MXVGi+oGuVJg1/vNbhvxaA71vDSypqaR5mhGQYOktRDqxg/pmxY9LXEtS5MtTUvChKDDleafz7Mz2+1wcHVhtZu1eDgam2/DqwaHDhb4/BqjRf5/R6yz5x///UGm6cGdy0zlMZQoEAcT+7UONAYHF6t8eeX2RgoEyl2SoRsXzCVnodCmNR4aq/BodcbHF5t8Ot9Nbo5sYV6Y0PyxtIoZ1+RONH4l50aB2a0zod4nxyWfWP3SoODrT10YLXGgbM10qOkQRQmioeuiNjgcWVnNcJymtHpphp+RvpkQWKIoZe3WFC8D4IWwUJ6P0Gu0c0V+j82uStm18J1FvU8CY4Rb7agkFvFUdysUp/8XKKxfqPGkQsN8N0MwP//660PG/xqL21Aea2QJ9r83KBTUglOh5VeJxxreOMKxQmDz6/+7df48LMGf37ZYDEhuKGfylg/U6Vywi9jxmVPv1Hb3z12oUY3IWZLlBMN0S8qO1gRFVM8sknjsy+av/k+fuzreWPgZZSVDPKKbQk5C8grqLfquZ8/fr4lGpZT4zrOeBiMM+2gVOjmFZ7YrnD1Gv3e11/P8Mg2bhhzNRFzoOyWfIkkCtGwhjeiYLbjtMGX1//2Z7j8cYPfHlRYTJ1lXj8X8xLFU8YKYVbh1/v0/3qtgBn+9BLZgIozWzS3H02LkUUJSsCfL8oJLotGzlEuSCsMSo2L7//vn9/0rZpxeZlI1bYqjRNiSa1NKvzfXQZnL82A7//237z01wZPH6qxyJdanFDFKrK/wqQiRouBlyj81/76737P330zw9sfzbD9VIOfLCv46XSOsy7MNhHRa4uRiU5XkLEGfFYhHmkEI+43JNQrevujv//9/M2v72b4512UhDmRN4VwrLH9NffsLn3YYD1XIyGvP1FkNUSYUdzHwlTjxHn3Hk+90WAxV1asMBqxvSbHRCFlvKD/95/rytUGD2yWbN6gWxh0J9xX5H0jonskHMcikin17OLEsDQK7wNWJo7bGv3yN1KDxYIQlFtLNqR8y+XuRhSGj51EzQRL56ZOISJJrpPtFxp3L2vUb/GDkA3+/QxXrzX4+IsGX3w5w41v+f/foH9+8eUMv3xeo5tVxAm2dEhqCsvghl9W8PMKwdBg04kaN76b/zvff9vg6lX6+u6b+e99+80Mz7xssMAPcFCIwQXhzetSgll6BQd+/r1j52t0M9fYjIY8Xl8oMhbJKzy8WeOjTxv6ne/ca/69X1tP1fAS+vvSMJTx9zhTqOQi4r/9yeczPLy5RpCQhkyfnYniTNtGG004Kjy6Q+HTK/Tevrw6w6M7tDXuDtnkghrkFYla8cb3i9YGvzG/jlev0Rrf/By/vD7Dbw9odFPWE+GeiOCWYVYhSCs8tVfj+2/58/wdycHNAeAPB1wfh6iphG0vZcqK0AWFsvtIMOmYh9Zo1L1CyH2GuwuN8+/975/fsfPGDh46AUDj8Oakwr+9UOHzL5u59cL3M1y/Lll/K1Hi71/7eob/eZEgGepluUxO+mMiUd4Zazx9wLg1/QfW9ex7DR7boRCOScO/L+qiDCXKEFLI/aCILUOJpTS1E66iAR+OagxKhYsf/I0AeaP1Xv/GZfjV9Rme3F7D5+o7zDW6E6Kgbj9V2z361vsN1k+MpU5Kc7TXimkDVvgMigrHz7uzfvpiQ5AWEyyCgntn3NwNuQJ/wRj33v+OS7z99eGnDdavUMLhTSoWDDxN0+C5Qne5sr2roKBmOM0/EUNpKSF+v88UUZq4JwRDlD5FR40USysMln9kgCuSCdeCy/2MGA4BZ5FWmErcjrhBRePWFZufV+iMamx5zcwFqTc+qDF6xeDxnRp3bVR4aJvG7w5oHD9XU+DghZtdqnFXPkU4FmckwuhFW0UmRRfSCr/eZ/DN1y4gffPVDIdmNX5zQOEXOxQe36bxq3019tYNvvqqdcFcmeHJ5wijs6bL3JSOcoaYygqnLpq5wO9bGhpR3uLSaY90c4WHtxh8+KnbyOatGttOa2yfGuw81WB7VWP71GD71GDHVGO7MvZr0ymDB7YStz1OiQPtTJ8VesUUp9+sf3BIhi9Tv2GpoHWS+YRAzEz45n98u8KnX1BQu3J1hsd2MByUKmLyZDczeSg4P/OSpov1e/pc167N8II2eGqfwuO7Kvx8h8Jv92q8uEqXgazXh582eGgLU/tKCoZ91j7vFQrdcopf7avw/Tf0Wb77ZoZXXq+x47Uau0432Flp7Jga7DptsGNaY+fpGrtOG+yaGuyuDLKjBuvEHHsi6o48fp+JntHUTlcOmJbZz52YmIgAejkxjO4sKpyTwP/9DG+832DnaYOdU3rd5/j1d/Az3F4Z7FQGOyuDbadrPPYcQQsyrNNLFLtl0WXz000Klz5qJUM3ZjjzboPRUYNf7lZ4bLvGEzsNnn7R4NQbNdA6F1euNPjZDtf0tU3jXDOTiii5fqbxh/213SNffzXDi6sGW08b7DhdYyd/jsMzg9VLDb7+yl0+wAwX3m/wwEaq+GKhBufEQBMf5KWMaNLEVpk6unJa0WAkB36fm5tPvWDw3Okaz00NdlUaOxWt4/bTNbadbvDmh/z63xM0u7uqseO0aZ0V2gc7qxp/etm4WYjcMLVTw8sqbDtt7Lq+8UGDe1e0xfF70lzlwGipzAXtiRPnXOA/dbGe3yeytzJlRfmCVOF5CfzfE9z5QmWw7ZTBztM1njtN+2LX1GDnaY2dsm+qGrsqg9/uMwiH2pEiJiw4yfFWRN9EMFC8gL2CZTwy2vci3+Fz479fOIHAmAUC+xOKnevyHwn8LqOn4aeY6W69TKM/5tJIhMM4yIvQlHDkw1Th7onBXz9rbEA+/26DhzdqLG5QWEwUvFRhMalwx1ghHld4Tmn74L/7Zob/OkDNWplsDBknJqs9xjkLBfN2bTftV1812PCKRjCmJmAnVeiODBYSwpyfeanG9a/cBn9xtWZXJV7MorI2dj6Xj6cuus1w/HwNMYMnc2THHohzhcVc4aGbAv+zrygsjKbojhT8DdQspMYONdm8pMJCNsViOkVXNDlEekDYJwUJX/XzKaZvtjJ+zuReu1AT9bDgycDJadsjCeXzTCr8bGf1g8Bv5aZT42h5E2Ly9BKFeyYaF95za/zl1Qa/O1ijM66oGTtW6GQVFoakwJmfMBT8eY2fq4j1Q4YfxBJbl7CPcnYaT+1VFPg54/3ZDoXFDVME6dQ2vb1kyuumsThW6PL+6YwpqETLyjLAxDWJWDQEWbhGN2f/0mgWU5fCle7rJhXOv+uyxueqGmuGFdakFTpphWCDgjek114Y017ucFO7u0GhyzBWj+UqooyYWFGm0E0VVk61MkTM8MrZGksThcW0Qieni9YbKtyeUGK15RQHMv75wzNjBdd8rrR7OY3yR4y3B4nCHw658/T5lzM8uq3C2g3ufXdH9OzuLCs8tU/jwgfN3PvarQyibMqaOBVr4lA1KDRC8s5mimRJTcoBXwai/RTxJH1nqNEZK/jjqWssJxrdocE/DTV2166inF1q0B1T83ftmBqhC4mCP1ToJBU6ScX+FDxwWdKzDlOFrafds3vj/Qb3bmTKq8BhTDem/oBiwUOS62hn/Ccv1vZiGDBN20InE4qLcaKwRxn7equXasSZwpoN1NBdHFdYmxIhwx9W6A6pobs20ZbMEiZUDS7lLPJYCIWdRSQZp49TMZtxmk0Ea04RZYSEyL6nz1PxoK1mdQJiO96d/wirJy5FLlUGpmhR1qUGA5vxMw2yEJ6uMIAoEC6kCn88bOzG++brGZ56XiEYKjugQEqJBNl4aYW7l6c4/25jF37fjLArCcJhQRnFEuu+hJnCz5/T+Pbrxt7we2c1uizXIGJLJJdAVLvuWGGXchnBZ1dmeGhb1WpQVTZQik3ha63Af/RczTQ+Co7RRFlpgyijpuzD2yp8+Jk7RKMj1BMguQZ5iG48XIaTpNyM+XXFGjIqiWXVS2kT/iDwfz/DF182eHAbNzNLwvVFwiAo6LN08wqP7VT4pBX4H95O+DgxCtyFFxekVBiPFH67R7tq7PsZNk817mC6nNATPSn7Ew1vrHH4jDt8739S484VZTHLiAeSyEx8il/tnw/8/7zbzR848SmGGYvKarL4HFREmVGkK6QKFekIT7juTI8UeY4lFu0SiWsxMR+UCmffdUFotzFYZJZTn2U3+qlydEXOvP1iakvutqY6mbvQui5t1Dj/vkuG3vygxj0rxOqKC5ZWsFRMBT9R8FOF4xfcen78xQwPbtMIk8r+/R5DlXFakTzHWOEPB5UL/FdmeHyHthLXBA9RdetnGmvHGg9s0bj4vnudz75ocP8W4bzLtC8/k7yyBu1RSUHfzzVr7CgrjBeztkxUUPXZZXpoL6fP2c0pwHWHGntrMxf4SaNnih5XbB7HGlI9ZWoos1ki5sSHucKWaSvjf7/BPSvOdIVo4KKnJaJz1LD2CoUjF1qB/wKd9aWMky6msMtMQlBU8LIpntetwP9ug/6ysusscFc/Z6XYxO0bocu216WfUwzwuE8nHgS9Ui43EU5U1kdZ4kVU0KUWZw7CJBl0tlDls3pPrvHAQzcH/v56KoskAHEzo19oK1UsQVGYE21+co+pgQsp3+C8IBffbyw3VXSrw1JbyYI4U+ikFfITtX1o596rMViWZquyzceIMc3OWKE85krya9cbPL6T6FzkXaotP12aU16q8PBWhc+vNPZQ/OFFem05oDF3+YXF8NqF+cDvM583FsVCXgs/1fBThYe2qLnAP3zVIEgrtigUazyNfsk6K6mMmRurgRLzxoryymnh5PSa0zbUI5ngjRk2vGrQHVdWE0fglThjd7BU47FtBp9+QT9/5doMD+1graSCX69wQWdQKPhJhd2Vsdn+R583WL9dW/aQjN4H3IAOc41OavCL5zTBb1y9/ccegw7b3QUysZwpeInGrwTj58D/y930nDym0nVl7LzQVgc9TMnmkC5Np8MkvOiAM6YwFf2jykqPRHzgZdgtYnhEdNcHucLZdx3+/rwxCDOaXBY1WMn+xDuBHN/Y56CkSz1MnRxuWNC8yi93a3z1Fe29G9/PkB01WEzdHpcLK+CqO04NFscav9pr8C2v541vZ/jji2ScLZx5yvx46j2nKuR3B7XdI59foX5OJ9c8EMgDgjLdnhncMdb4/YsK37Uu+T++ZLCQOZVJd2nwlHkh8tzS6GVkINVWVI2m1MlExgoTMhkhYvhvcUONPe2M/3JDPTypfC29tEU44f6Nn1dkZ8n/vvVUG+qpcc8mXieGw8gdzWkCtR2zjrWgntcu1IhT0d/h/d2i/sapgT822N3K+F+/TIHfl0DN+43mLpSd+ha1z3Ci7LrIZK641PVL1uNKTEvkkVlxHGd7ibb6Sf1CWT8EqyFW8uR46RLKO8tbWC/e3ufmbqZblCDZHNpS/sJUIc5qFm2T7zFXNq2xlNc49YbL3vc3NbxxzYJaTqclKJgLP9bojgz+bbfB9euS2TS4Z4viUoVE4bqZhp+TPVp3qHGgntnN8saHjZslKDTEMlJ0QqKispow6k3X+d9R1fDG2g6eCbNFsu52xn/sXIOAS8VohZQ/Q5atFRGsR3bo+Yz/5ZpMSFpCdzLgFrHGTsCMg5j9bcXcPcz4ssjowMW5diyj74gVIKX5yYsNfDsMY2zWGfFgWjfTeGyrC/xfXJ1h/Q4abpGAE7P8Mmm/aAQjTZ+f11i93VgueiRCY3Y/GMQya5EbXGgxY/IjDfwNrBvDwTzMDLyhxlMv1HOB/xfPUXUiQytRruBlirxOC5KciEYc7AtF/sgFazalCtYVLm2boBM1UczAw5SkDOKxYRtARVOqY9LtOfeu21fP69pNj2b0nkj/SGz4uGeRGvRyw7CCsVm1PNfO0OC/D9U2qF69NsMvdtbwRjTUR5oziieDaT3FO/q+lRrvfez6WBunRDUmX2i6CAP2qvYKIkb8/vB84H9ku0EnreHl9IxE6kDE9/yxwVKpcfnjxsJ0+0wDb0yfs5MzxCTvj+EcP9cknVHQ2QjGNPwo3gditBNxkkdrVXPTmGLK2rHGCzPX/D1zqUGQ1FbLKUoJEon4eXUzkmoIJ5z58h72U4Vtp1wgfuODBndvJMZWLyf9pahk/2YWlnN6WfOB/+SFBkHq5pdEnDFmz+Qo1fBSjd2mngv8d084XvIci3XRSgzEaU5k6mPuiYp/h3UwLCsMlpnIUrA4Y15Z4booNzTsljGs1rpQQiExMJNJ2H5BSbFhXdb8MOO/fbDeUYly5SbcmEEgXqcRZ9Bh+/DzgwxTjaXSUNbEi5i/ZtAZK+L3DmvryCM6FmGm4CUG922u8VeGIq5fn+HJXcqaEYhOS5DOECS0GV+76F7j1BuEv/dLRRZqE5rE7CUO+gkyGqp4rnKb7NCsJrME4cBmlBHIZXdyLvDX8FOm5tmG9hSh6GkUCg/tmM/4N7xKGHfbm9RWLwkFnW45JRniIfHKyc/W/ZzVw0+VC/w3ZnjlrCEGyA1qLD28jTZjxHokIqDmFQYLRYXHtymX8V+d4eFtCl5W2YyHRO1q0gpKFfqFwbl3HTRxcNbAS+UAC5ShXVXGSUJ3rPDKqgv8219rEDxLSqrEZ6dn2k0V/mOPmYN6ZI4hlsZWQe/fzxrSXWHHojilARuZ7O0LJFFop+gqSUlOLKkgN+iUzMoaGkRDec4uk+wXij6zQD2qdrg9JxDinxykDZzCpnDsaWrZK0ifiLyaDTobaqyccEHpw08bPLCFBnG8gvwfpEKQzNkvNDqlQq/UWL3k9vre2qCbiCol4b5+Tn7PQW6wmGr816F24G/wyI4aXtIgYG0nj/82UXYpqHbGGkfOtS76t0jfySvIl5iajNo1fEvFRuaOZujzxLoo0/Y4YbEBNOcqJacBvighzPv5mXGB/53GJp9SIftMSfTkcxYECcalU7TsZsr1RBjquXMTVbODgrJo4cf3OdGjv0N74FgL43/tPDHluuw8J3CwHTxMNLq5wXM3Bf6lUi5/CrTdiXZ9U+4rURVEZu7h8pSRhsrqPC0VZH4TT06zE5tzxSMRSaleGJ1J3HAXISma3bokRrNKa1Ghd2sjlvtJvyLT6BWk8CYC/zLB1xcur2y6UihyNY/SKywtV3jjAwfDDI9q+OnU6pqQTgtR+kQmdbFQuHOrwkef06H78lqDx3Zzs0yw6tIgyGv44xr9vEbztjsML67SB7V2bYL3Ftx4KjR6PPX2zy9o7G9qpEdqPLZ9fnozziiokKFHNZ/xn28oGPMNLmqFYnMXZAoPb9H48NM2xk+DbX2GFWTNIs7qqISdWtwz4AMlbI2YZQJ8vmhOv+ECannS4Mxl+u8b380wfsXAYwgukNfICZLpZlM8scMF/i+vzvDoZpoZ6BWkpRQWYp9IF89dE423P3SBf3tl0Mno0uuxU5b4y8ZShnOA+M/9NfY3BhteqfDgFlEhpJ5LzLorQaLwq72a6LaC8e9kTF1YOvx+gsLpDfUSsukUYwyhG4bSn2Dc3+kfKUR5zevNVM6cPUsLhWhs7GDPoFA4+577zHtUDY9nWyzUUCjSP8qp6hV4yRqic2UXsRxumFPzdnvlAv/bHza4dyNr4LNXszh+efzZI86y++V0jmRw7PWGMWpaTzHpCFZIfK6bKPzu8Hzgf3wXZcrkF9ugl9YI2/TogqbNd7Waoxc+aBCtaHgtX2KvVGTOkrflMFgILakRpw09m6JCG+qKC+cVLeKB4rjWGWnsaVoY/+XGxohIYkTOJjUr5Ivb4x5Dd9k9Fy+rsLXF6rn4Pq2xGDNFOX0GQhBYsqSorF/vXOC/2FAjNWehQvu+padJcF4b4yeop7JT8G6/Ta0E9IDF/waFk70hzwLWCitY96tklk/KqqEsImmFILlaEQmROHXDgjJFTV7ldKlHIxoACye3gHpuG6wnxUvGjPoth55BRoJWfW5uzvuJOkXLOJ3izkLj4vszG/jTVzWCMW2yXuFoUSIeFScaQVlh3coUxQmi8P1mn2HtDcY9udEZF6QLMyhrl41ihn11bTVQ5D36uXSzueHErB0/IcZQd1jBTzkwcBk/yDV6E8rc4kzh1IXWANfZhq3hKiuwRu+PpIGDVOGhra2M/9sZNhwxlD0z3tnn9exnRJ1cKpk6mTsdG9Fj6WeE01HfgZo901bgf/YVgy0n3UE9eaEmw4isIhw8JeP7/mSKOKUBLsvquTbDw9s0fJZR6OeUhVBziCCyezdpvPeJa55vOWnQHQnFljaz4Ja90n22pYzWKEgrdEck4TDgJqjH2VWcaAQbNH61R1tc+avrM/xSsGj53Jk0MGkv+Fxp0uwE85T54Itn7iCr2EeXBNH6qWa2k2gGKVaY5YpCoMqRxrpc49x7bk1fUEQYkATHarEwQYEsC6v512KMdimnTI4E0yrsbVqMk/ca3LPMND3WhB+kQiPmrF+UObMKx1swxIkLNf1dGeTiIBFPpljKqf/1+0NmLvA/sVOyPgWP9+uSxZ3pwlqbaEyOu0D27scN7tusEBszOtoAACAASURBVE7YYzclCC7irJIqgClfsizhkNa850QqxF3M/ZQlJTISfOzxc/GzKQ7M5gO/yBSEEiNSTeeffXGXOAuntaKz101vCvwfNLh3k0B9XNXyvgly0hzyZQ9nFY5dcNTtUxdqlk2peD+xV3LihNKiosXjvzHD2Us11nGwJR9iUv3tZ6ITxiKAHMt6LBDXF8taXscoY78Mweptz9UwSUISRjWPwEhFxTCTx0OpvbFBOCI13EF2i+bu7X3W6skJMulx0yFg6tQPvVqp0SOMHhre0Liz1Lj4gcMki+Ma0ahimhff+tK0EXnfYopeqrBmVGHNmPRDQinfM40ordgsmzC/e1Za2Shm2KOpNAsz2iC9ZS6LUs7EchIuWsflpcfwT7+gAxql2rEEGFry85tYPWcbhKKZ3YIjRPrUTzUe2jYf+IdHDLqZM2GIch6p5jULJ5XT4uZDaBUzC5aKzWgKupcqTFuTxH95ucYvd2rbF/n8SoMntjvutLUnLIkR8fNt7cDf4JHt2r4XKzebKviJQZxUuH8zs4D4IK2cMFgccfM8k43HFxqX/5Y2mZNiar+YWpkGK5PBzffOyLgBLmnu7uTnmNNlZ4O/9EEkmPBrR8sK8eQ0e9Syubt9T/x+BOorlKNy8l609pcZ6SQtleqmwN8gGDtqHf2sGJDUsG5vrc8e5sTQ6QkNNyUNn4MtttP59xrcvaIwyGjfB7b5zBVESkFJ3u/LM/e7s3dq3Fko3u+sDstrHpUK/sjg6YOOVff5lRke20HEBzHaEXVJ2ncE0y6mCpNj84H/pytMMChojcjkgz2OU8Krg1xbYxCRxw5KuogGOTUpg3L+uZC1IL2PtWmFPTMHMZ25XNuma5wpK/NOxjiVGyjLnK91kGr4SUUYf4vHf/dGGpDqcZYelQrRMqtyJnSRCbHj+Pn5wC9Vqrxv8dAVuNbLFZ6v5zP+pYJozeQwplozBMwgy1sxsOC9U1JS1JtQRm6F+JIWvMR7tNfS0qJBRW3p9NYPhOEgSnSndgDNyxT6aY31P2D1DNa7Jm7eGh1mhosdb87FGkx+ToTcaIhp3URh9bILyrurGvGInJgGmXzQytIiuyyFKpvXKyQr5u51KewcgljCxGDdRo03P3KvMTlZY21CcEVcMlODMW5R0wyZ0metDLnZIiP1stm6OTUh/Xwe4z96toE/NuiNeVw6NwzJ8AWTajy0tQX1fDvD6BUDnw8oWUAy7p4rdPh99jODfjJvXhIwfilZU8Ab6fSbLvAPX6VN0KYIjo7Q3EKYi4Klthn8z7fqFsbf4NFtxESKGOYKmY4YZtQMvmuzxsefuwv8zy/T3/ZZ7TBOaiu/6xVOpjpgyYcoFw9W7XTGywphQVIOa4sK/75Pz2H8v9xFf7vHcgu9cmrVEQcs0+GVfBFk3AydMHvBVm7KjrlLY9/jwR2iJivyc87p9yN+X15JF0kb6tmtyTugZ/eiu+T6DPmJm1Xceq2g0NZ/dpAQffDgGRck1KUaXVaTFFlpn5v5vcwFmJiro70tLPnMpYbxarJqJBqfVCManbGhyd1W4H9ih6IJZ9vMpuC0xIkMVdIVJq0+xHsfN1i/kTWzGAvvC488U9yYpHM5SOjZiHZQkMtzmUL8qemSEF9c2ndeobAmUdjbgnrOXKphjeMLgv28ieJqjllSDJWK41VUkDLt1tdazd33G9zLk7thbizpwS8JN7esPA7kR9s8/gs1FnMNP6dzTvRIzVazbPSSGOxRrefyboN1rFzgcRwJC8q8xQdAYmUvqa3DWsSsM6Esy/R5xCSHiKHVOfkRjs29rMJgQlVUxOjJUl6xfLxiUUTqg3SzCvGtWT3rSYo4pZItTI1ThCsMMxSItx62fHYF9wwykY6tcKIVMM3bNeK0sqYMYUEeluGENbXlEpFGG+NccaaoGy6c15IMhONE4a5lhTdbGX9xvEYn0TyiTFrtPsvJxkLty0ha12c2EX0W2hSkua+dVG5ClczJm3j8/lgjGtbsuMMTkzwh66UVHtyq5jD+8cs1wrE0EAWPY4VIHuUn/2LNBjSGDUkMe4iyZSQ7D7Ux/tFRjdtGFbZO3XtUbzXoZgZewY5oY2LAhJnCk9v03ADXI1sNgqFCnIjiqThuEV569yYzF/j/+FKNNWlNcMSYmQq5NM9lIrKyOuNkZsK8fd7MNNg0RbBMg0+/3mtu4vFXDrNMtZ2qXErFX1YwzpZ0LfcCRBNI2F1BIVmzM6geFC1PYoGGyikiHsjrT/Rcc/cFQ9xoKzmRS/mvWUDPuP1fTum1crHRqywdMEgrHGwxV9Q7lFGGmbiLKatr1Ms1S/WS30CYKOxtQQpnLs0wENExhlcCoQanNbojjd8fMHOsnie3G4RjanCHLD3eE6XSVrN9y2va9SE+anDnhKqzwEK8ysqHy4DcINVYN1b28pFnY2Ee3gNiqC69l4ir3c5IYd9c4G8YWZgimih4LAppPbY5iepzxW3ZX2OFra81NwV+6v1RhcJudox/e6V2nhKJmcf4LxCby2dihZ8rOlc5iU76mYI/rLGncq+3+m6D/grLOxQszZ5QVeKlGt2cGuVBruYczYSSGwtMLfuJk74lhqmDUi5MzW5vulWNVFbBM8qorxmWVCHJQJ2fKwyKH8H4xSkpGpGDTzg2JAPKVKEgVWyC0fAHoe8FrP8cZRU66RQ7hd/6Penv/HSjptKU6UwxN0nECKPPTYko5axqmcyhLaSwTNOnvYJKoHuWNd7568xSzyYniJYZMB4ecCMqzDR6I3L7isY1vf+CgrDP3e+g5fZFTTrRl6luGuBqSG00ra1VosAHvXIKr6zw4PabAv+rBuFYwZq6cIbRE1hA+O+la3r3nmWKXcYUP8n4kxqnL85cxn/U4LZxhV/u0jR2f2OGa9caPLSlRjdhx63EIGLGxePb9Ryr55HtBl6qaGo3qeGlNTGncmp83r9Z4bMvZrZ0/tOLDRbGDV1KqbFQhzT7HZ+7stirCGORVg5T2XKpMKZ4ak/tAv9XM/zrCxXCjPDkMOfNmyn2Pmav4px1VyToF1M24qEmGJXXBEmEOQ/ocUZF1DoeIioUBzTCqaOywrrJPKtnT23o+xz8ZQBswEN51v1NOO3yWrm2ATLOian06lkHZ+h3aqpoMmPpw/GE3ntvohAsE349yAgO3VvPZ/xLhWH6rjSECTqIRzX8Z2o8va+eC/yPb6dza+nEzP6ynsoZySLPZd6XG8LWebpUvH/dupP5Dg21iYS3Yr0vMfpRICN7J9gX8GUQM6y6mGjsbdyazy5x85oz/l5Jz6eXMmOIY8RgwmQBzqS7icLWU/Ucq+fuFY0OB9GYY5q4evk5VSt+RrHp2FmXSJ682NgGsCihdlknJxAHuLHB88oF/tcv0+yRz1WvTPRHhWZPhAZB5s5PnDYcM11CE01IDsc17jmJKJwESJQY3Jk5FzAxvCL4jivBgqS616UVVbfsU3JLrZ7b++tZmpimAIOUKEPko6vsreQVGj47+ESsmOlJqZLTWPXvD+i56dK9ukZ3qBCMKSsLJkSDlDKnzw2WATedlgrSnInKqWVriFuWnyncu1nhw88d57g4YbAgWGTubumY37+fciefy+6YsV2voIzCW2HoKdPW9i/I1Q+hnoQ1dLicDXPWw85pgOShbfOsnuGrBl5KGYDN5gRC4wARpywUxWbftO70/sR5SPw5T7VmEMZHDNYkBAmde8/pv4yPNlgckXNSxJo/Xqbw6I75wP/oDj0XOLwVYhnEGTXQH9iucO26w/j/+DL93TBxWkJR3hpAyVlQjpvS4YThuVQjTp3WeMBT335e4Tc30Tn/726FIGcv1HKeykaNVGHpOAivl9GEZb+kRinNVqgWi4OTGTbasMGaez9xi163VM4H/r2GxMdoLxJEOShIuVIct2TfC2wQFZo/O2dwCe37k62ZCH3JtOi6zsIzzBUr4VYWegwyRZOtNvDX6E1cyR9lNUGvBV1OiyON3980wPXETr7kc2F7UXXg24nxCnE+hXrHVSVHeFKd9jf70JbkYhaWU/ts+vZiFQ8ENq0pqfruS19g4qpBMeWJcoWFvMLeM/MZf8wxImK6NPXTtF2rgRBFcsLEe4z1bz1dz2H89yyzxScTVYJUJLtp70c8KOX/AOpp4DF0Z5lchUZQEK04SGtEY4M9lbuQVy83GExoUtizsA1fdIWmWZGUHc0SQ5P8DOeEfEZiTnJ7TARp79G4cDC1VD3CnBIns1DOB58XqTgjrjrvLG8h2XD74H7SjLBj41PLehDufW/MnfTlKeLlKY+K87RaoRCl1ERYWqnwtmDw38/wzTczbDpJeObCuGJ2B8FJYcbWYEJn4m56r5zS4S6EM889gEzhnpsC/+S4gTfS1vWpP6GmbT8TNhHrl/NniRPFui4VouXT9FmYieLbG3c+8B8536Cb1uT6VMpBM26aMDN4ZIuZw/iffdWwvj6bkPB76bXYPb0JNVb7+RQyORuWzqEqZApkWFQ41cL4x69qrM1oPTafbOHHb9U8+ESl5lJBl9Rj238I9UQjbWll8coUA3YS6uQVHtyunbbRjRn+8kqNTkLMnCitiaEwEXkLwVoFupPsX9OwX6JsxhwUFc9uaPxqz81Qj2b6n0w8iicwl/YFS2FbeNBYXDzkICEXZS+j/pTPvrAhT9mKvrxAddbYOqP+0NlWc3ePprmTmC+xmGGcHg/I+CVT91KS7Q1yN9Ec8dBQr6zQG1U4ecEFfvVOTYGSL8ig5AEcrop6vJZ+Tuv9Qivwr75DTcQoJVepwUSmNmn/+Nl0jsf/xZUZntzJlTnTduOcPmufG4DESKvw2RV3prJjNHVuDcYzWv9YstmMMeSkshBMyA1IK43ADBO67F0jPSgUwmV6Rp2Rnod6LtdcDbMH74SgKZLumBJiwP0Mj3s0/VQhTCtsPa1bGX+Ne7dU1us64svGnq2UqpPemC6/ozdJNnQLJ9fu8xBUr6Qg3s0MgqSe672sXm6wVFKM8XneQUgxETdsw5TYT3FO55IkIxSTZAz3YCq2Em0rKFQ2IY35UhEXOp8ZVT4PRxJcbxBzL1KSiyjRWMp/xHM3ZtoSBSnX8JRfDMckOzvgTRaXVILF3PwiW7oKnXGFZ14yTtWRv0692eA3B0hVcfHZGosj4p6HMpDD2bDNonKhLmnEy0wjHFe4d5PGh587qGeZGSchM0jIDJoxLoubcdM00wjHmvyDObCEkk0yXi22ka+16JxHzzcEDWSqJdlA/Y6opMDx6OZ6LuPf8DLJFXT5tYXWGWXEyuilFevI8LonDt4Sv9Qo0QhH9LnarJ7k1RqdsYaXKPx8p8H16/S6X1yZ4YkdlHnEGeHkXnYTnfPqDI9sMfCH9HeXMim96TMFqcaD2zT9TT5I//NyTcJ5BTM8Ckc1izKWMChFaIr18UuFoGA8MyVGTMQZlz82+PVNgf9nzzErQpgRmULEKoNCbfMLGXvneYW8Zlck7hNxktJnaYeYn3/Il20vr63ktZUPSDWipMZSYZw6540ZntcNwrFBb6xZPsP9HdH7j7g/4/G+ibjxHSbOy9ZLpqS504J6+uUU8USR7y33sawG1oQSgn5e/QDqWb1Us0galfNRqVggTVhZCv91cB7j//lOvkS5wbuUVhiUrOSYVugMK2yWbJmfxWO7FEsIUPYu6qpWQoF7MVFmrGm4o3C2yBXy7DJlJ3d7zCQKco3FcY0DcyJtNETYY3P3KBOJBWUv6ZinaGX9pT+4vU3nfK/GncvUtI6SCuGooqGsTKGTkiSJN6QJ8mBc4ehZx+p57UI9N5RKJlMEdzvnPjVH53z9coM7l2maPChoj9G8ElcZiayFtl8y3RukBOGE49ruJZEriRLuq/KgHkHSjPmzE2KQ0zS5x7r+QaYRj2r0c7qEaR5A4c7ilgNc6xEXCusyYmIMUvcwrSHAhA53n294r+SOuZQhubKYW5wpPN/qekuQ/u7rGc6922ByosYD24lG1nnWIN5At1QgwZex3D7rnvgTKsmDVAJ/C+o5abAwdqWPaOoMUhY2ypi5w6U3aXhrhBOCV8KUWSkZwTYBB4ubJRu6tvFS8SWgeXCCDtxDW+YlG549XOO2PxuyXGPV0DVjsmhbO1S4fVzhnxKFxVRhkBL9L06lSc7DIykZ0QTFfOAfH6FGnp8p9Ccas0tORTN7tSGJCxkuSqZ48maMfxu7fUmfJZXKRSNMDGX8rcD/p5dqdDcQNh2WFasvyqXKNEHekNLIDVjSgiR9XSIR5Rp+ovDrNsZ/fYaHd2r8H7YIXDNSWMPrtHao0RkpLCRTrE0rdFNNjT9urMvz9Tmjjeyz4UNaCDVYUSCZaz5KIDMU+Ocmdw3WblBkGzhSuGOksWaksTDUWDMkW8i1Q3qfi3JZjw1hyWNjKaCdTOHYG/OBn3SLqGKh4SYXWNoWkkGqsKc1KDS71GDAE+9+TrBCr3TCc36i8HQL6vmMRdq8lFRNfVHHTckm1BtV+ON+jStX3Rk9+UbNsgLUb/AmXHVlioe3uCHN0FZUsIplIbMzmpu5GqRDpVtBm4J5wHDFQlphX9Oic15q7HyMMIikRyaicfRcRXCNEonFvMKWVuB/9+MGD+8kW9AHNio8sKxx/4rGTzZVuHeTwk82avxkk8a6LQr3b6tw5nK7udvYJFBgE8nge2MmtuRqboDr7LsNokLhn9IKd7BF6uKQ9szakcLakcICWzF2U6LJBplm8xWF3sigt4FYbeLRK8oGfuJkOchApuJhWzp/fqHQyWoEWYMgo+nsICPdfsu+5DhxSyMWcXunoQOCY2Kms8kUrJRz/czxlsV8vMfTqHHBN12mUBw3+KLtjnXD/fuVqw1efN3gX3ZqdIfkpylYeJhTE5XchlgPJ6MBrPs2aXz0mQv85QnKRmMZaBDmTEpTbhaHzIkpYb1Y7Wbk8f2CjZ8ZMjrVNmI5R4wWMRbpcTXiS/mVajy8ucaHn7mL7sJ7M+xrauw/U+PAGfrn/jMGBxqy79u/Sl+bTta4q3RTeMK3pmym5uEYjenFFqvniEF3ZNBLqYlbnjB2Pao3awq83NAME4Mn2iJtDPX4DFnEuZjd1LR2Y4OHtvCMAB+kZ1408IbS2FPWUJ3c0piOymwqCQix3SNMTyvd2Hk3U/iPvdrq8d/4dobpWw32zoxdG7FaPHCmxsFZjQNnDA68XuMvr9QQuRBRO5Re0IDxf+FoE6xToZ+7KVuRsA0KGfmnn+2V2g0Gfj/D+580OHiGXnf/Kj1DsdDbd8bZau6uGvxkk0aYUyLhZ4p8FTKqOvxEEdNNAv/bjWXl9DJysAoybVldBAkodAvyq105Uc8F/lgo1gVdwL3cMZy8ROG/W4H/ypczPLmDslzRFrqzJKvTf33eYI+u8dV1dy6vXGWVVP57MQvbyRqHDLnJxLasZz+lPks/n9osdYkHP+m5MNWa4bq4pL/RGc/TOVcvNzSxXrDCLk+hS2NdvmenzHOFOG3gZdoFfu4vXr8+w9WWpSVZhZJd6JfXZrh6vcGX1xtcu+5+R3j8kT2LinTyOTnqpSSNEeSaDIp4r1y91uClszX2zWjfHuR9vI/3zSHZN7Ma//w8VzJZzX0iapp7THeNE02VLlfOfqHgLVfwVhhq48avnRovFILScA+iQZgY9FPSTPK5j+ClBr2iuXVzN2QMul+S/aLPEg59vnVDvjniTLPTkLIDDVFWEb6XOXzPyxS8kcK/7NJ48fUaV682t7wAvrzaYJc2WFrhQa0JD8HkmgemuCHKEMn9K2Y+8B+v4Y3FLJ1v0pKDcsKSp8uV/Ty9lDLrwGaBJMIkJWmYGkSpwmttI5ZzDfyM8GmiWHEAzF1m8Mg2xvhbGup/z9f16+yIxZlrxL0D0UHqMHd9erGV8R8lqek4o2zuyd2ctd2Y4cqXDR7bxoyFjGCBn80FftL2CRNjKxY7JZtTefmDwP+ShjeSfaDcurUYSrLuQS6HhqlnVhqADw/zrn/zggv8/8h6Xf5rYzMxaSiLiqTMivRzJzNAQ2rEnOlxJSvVoTWEZ6MKG/j/QUew3+3TCBPG6Lny6eXEk/fHCsdbl7Z+u2FxNc1YNn1FqUFvSF9BSgSFxVSjPNkO/DOEE0OS2tJryqmhHkym8DKF/z7syBXffzvDxfdr6Lca6LdrmHcaXHi/wXsfszlR6yx+/fUMf37J8LCX5gY0O35xNSV7ZMCfM05bU9MFQ3DC0Mu4j1aQNELMzyVmmC3ONTpphb2tyd3VSw3rAbFyACeXQant3ukJwyXlPkVJ5JBtbf+Cf9ARq31mT73BcgspQ5u8PyRJjDNSSN0tiMY/+Hq7qhpxQpdiuxcZF1PC7FPT6kUyLXm5Qrw8xaCY0n6fcIItDeSSEqqgIDp4LzVYYqOWiGH03o+arU+0FbpyOjSia+HKN2IUTC1NjnRlDDfvuIHE+HeYE54WZxV+sUNj2+kab314k70cb7z6nQb3bqLMhLL+ypbAEWvKBJnGvZvnMf7ipMFCouxofZSROXxQOPqZHdLiDFGCttWpkfedszRAqeegnuPnayo35UCXxC6gqV+DXlLhYaFz/oOB//MvZ3hsq1MFDVrrHeWGIZWWEQtmSFjWVwJYv9Bo3nEBIj9OmzPO6UJ5fMdNIm07DLyMcfKCmrAU1Ik59dNtah7jf8Wgk1RWQkEmEH1uRseZJupoTkNaccZuUcs89JQqO2hFhj0VnvpfBv43PqCsULSVbH9IKj5mN9gBn5wyJZIQrywuTD0CFsXiQZez7cB/4+98T9/P8CsO/FJhxlzphEWFTqZwvAX1VO80NljGMhfDU5ZRwhryGc1vLKYKk9Zg0uxyjd5GbhxmmiezGWYtK3SzFtTzt9aVP+eN72Z495MGfzpEiRpN1RqqoLOaFEczgm2CQpREZY2VdYmzstu54ua0hpcbxrLdGQwyHoYqKixkCntbk7uzy1TRyIUu3hgeM7WE2hhxQtPLFEt2zwf+G98SlfyTLxr6utLgky9I0HDu/11p8NkVtoGVwH+xpounnJIx0kTkFlysCHLlMv5/MPBvOVUjSLgfZvuqLZoxX7gRzxr1CpYAyVnUTWCoXNkJ94BjRcz0aUkGwpxioJ8r9DZNfwzjl2AjJXll2QBW88ZOlkmQJ3goZnuviJu9/aIiyYGcKFxBXqGTGKzZoDGYKPzusMGJCzVpjcMt3NFzzBjJCUv3mUfby4SPWmH9RoWPPnO/s3ySstEwI6ZMXFL20ZfOeO4uMj+vbOlotWZElygz9PnSCmFm5hRAj5+vIYJxIX+mkCmgYUaZy/ptjPHz5jt1scboqMH4mMbwGP0zPWKQHNPIjmgkR2pkRwz+cEhjHQelPmczTvODjddvkmxIjmqr9R9lNMCyfMJVKK9fbuzz6mYVee62oZ6d1LSSaVdxMwqZObX+pubun1/mi6YQPSRuSqaU+fcz5Sz4eH16Bc1fEDWPh3gYX++0oZ7vKTPd3xiMjhmMjhskxw2yIwbJqzXSIwbjIxrjowb5sRr//gLDVKmBxxd1lBhE49r6D3RLYtlEovWS0GBfN6ffEQnkiPtRXYaszragnnPvzZAeNUiO1EiOGCRH6P0NjxmMjmqkRzXGxzX+9LLBXROFQVJZiYp+IXx2wtOP3yRxLaqwdE6YoshDX1HJWlOpwuJIYXK8lfFfNli3MkU/JaZHyJpWorDqJQpPH7gp8LfgDwmK333jvvfx5w1+vkNhcSjZuHhE0Jnwcifj3BsTFBiIxDavsayvnxl0CmOz0JDp1SSkJjLOBAkGicHtY4UXmnZzl6AKT+SghV2Ty+yG+CsTy8ovFLoMHbZZPe9+3OCx7QZLKwp3blS4a6PCPcs17pso3LdxintWFNZtUljaVOH+jQqzd9oYf4245Cw8I+expdzJKcepQpho7G3NK33yRYPlEwbjozXvEdobyVGD8RHaL6PjBhuOGDy0lWAsj+PtupT7qhmdKfHmCEsW7SuVjYndQhiBbgagz/2YONXojQ2JJTLcHvHEbpBqrFupbkXnXE8CRAlTsCYKvWVXmnl8Cw9KhaXCadZ4E3rxAQtThYlmr0fKQGKm7/nS/MrJfef2hDL7Px12NEMJAP912DA/t2ItE8osJZjfv1HNQT0rJ6k/YA9TzoJQObt+5UTt6y07sTSf8cZBUWFdUSFOKvgpOQn1UuolnLzgyvNj58hsXWSJY3buCQqhi1b46U08/mde1LhtQ4U1I4XbRgq3jRUWhhU64yk6wwq3P6uw9lmywhN6X58b5X7qND8CZm1ULagnPUb6JGHGB6pQeHyXsnjttesNntwpTIspntxezQX+J3Yo9NKpLcuXssoKU4VjhQe2aVxr0TmfeYnWWFQoyZ+X+dHs2Ut0P85gMqcdYtlhrQu4m2r8+z4zp9XzxHaF/zOqcFuisGaosLCBGqe3D+m/1wwV7tigsTBmeDGhoNQpuecwrBENBS+XYSFFMhOsR08yz85RqcfEhU6uERfNnB7/rqrBbX/RuH1Iz++OkcKaDQq3jxT+aVzhjlGFNeMp1gwpq1qSwJ0r9JYV0ZNT+qzHWjMY+i3qy/RYxiRmKYildOqmkZnV5Y81tragnjOXaiwtM9NOMr/UNbSDsSatHg7qX12foThq8G/7NX6zX+O3+zWe2quRHDHWMOerr2b4jxcIkqKqr7bDeDRIxOY+Ca/xSNs1lpmDIFW8xoZknKUKYWo0SXkY+FltlQHCjNh4e8x8czfIaizmBn5hWGzRwU1t7nrIsx5xQb4N8+qcNdZtpLmi7lhbbaMgqxBnp+EVU4T5FGF+GkFe4WhLq+fkxcaKEMapQpydpnmjgqjXIe/5vS3yyuvv1GT7uoH36VDjjmGFtcOKCAAbFO4YKvzTWMHLp1aSpZcL3KPQy6a2Iu6XU/jLquW2pW2vRexwY57+JVFAmi9ZShziEgubrqCzsu5WUM/tWdrr4wAAIABJREFU/fVMoeOGH9PzZHjKNkOl4ZJrKvEsHESZtHSkA8GbCmZbZNrqmIiwU5iSH+dv9xtqsHAgn75p0ONGRj/lDc08Xj+rcO/mm5q7J2sspMRh9XORZqD3vcSyBb1CkWVi6bJkEXxqm58QO4S66CcvuIxfJnejsWHnG20vFGH6PHSzLPOr2klg5LyujHnLOoicg5iiiw5SzBmjaM4MEjWH8Y+O0gBXUIg4FjV8qrfdIVp+jUyoA0vndIH/0e2slpkLjZYyhbCsEIwVHtw6j/H/z0sG/ojpm4VAcMrR6QqW8CiU1anpp0QKEEmDfj4l7npBzJybHbh+scsgSGhTB/JsCmou9jNN1ELbYCR4iiBFkkogiRGeuBwb5vPTc/YmFbyNNCAzkOlSkVtm+KI/qecC/x5NlwQpcjKFM2k7bPG0eKEYemIpiVwxREAT6F7Syvgxg3qbqpKAL2xJiAZjbUv+sFA2uM5p9bzTIJ4Qri60WuJt0yBgJ1V4+tA8q+fhLRR0FkYVFsbENLlronHpr466unVqsMhrIc8zytnlKdF22pb0tFprzE3XoOCZiRWFcJkqEr+gdZfYQZAtMU7ChN/vBo39eh7qCZZJgrk3IYzb41mHYA6ydRe7VDw3i7St30zVu897aiCU5XIKb4WUMUkCuaLn02L19FLpYzrUwAoEZqRztVu753L2UoN7cm1lKcSgaZDRYKHV3eKMXkQoIzu97dCWHsuli5VqL6OYE6a03vGkQi8n2eaw0Fb2up9q9NPasiupH6Gs1e2dpb5Fxt+/n28QfugcSD3mm0YJa13IYEVp2AWISo+QtSy6uUKYTyEWeBHjS92MeKh+wboiI+K6BqnBYqJxcOay/s+vNFi/VWOR8cHeWNuf7aQ17trUglQwQ3ncYDFhTDHTXEq60lQ0MbyMIIAo0+iNSVIgTFmnptUD8JmlNCfZcL4hvfuRYZ2aimELx8ufE2n7bobhKxp+YhBm1B+IEoIngoRKXo9L5Zi566GsL9PFotINRPWTlhELmM4p7mHMCFlINMZH3PRi/U6DcKKwkBo8tnWezvnT7WStR6UzQVuClS+mGg9sbeYC/x9fobmBWNYt4+yOM+aIddp7mSGIyXK+NSsHUrUm3r6drMKv98177v58N9POrGica9r2RRo8rZi1QD9HglQVN8foy8uFwVKhN2IOeElDar3yNAbp1K4vJTsVvJxkss+3JRu04YEhbQ9SKEQDho9E/6VTckIzpkw+Ys2lbq6xkKo5Hr96mxhiov/i5awfNaqtj3BPLtdMY189n/EPRMEzM1bHppeSzMdiovH0wXnJhid2anbVI3y6WxBr5+XXb4IGS/pekLJUCw8DRSPS6ooyB/V2GauPeAgqymkPxMusJ8++wGLXGjBMa/X1eY/fMeY5Bcn4L9e0lyZTriir1nSusFR47oQZazIQ2J7cvfhBjXs2sqowG5KQwjDPO+SUTccl9VmOn2tagb9m+Q26wHqSfOaKhsayCmEyT+d8/VKDO5lD76jDLEw4cYZH0m8kYTaZCRCSBT3DYMJ7M58iLqZceXDvhwfJopySCrKEZP0lllIRynSUcf+LE7R1PybS1svmh1qCzFgXmnjMrkWJZKnKytUGPFzQZQMXK0kgzcKCmjx+xi5AKZXeMetvrMkUfnPAebV+/80M/7mXqF6iuhikmkvAGvfcnPGfIKcrv1DwcnEEIvEq0feIcoJFgrSyXG8ynab33bUuSG745ORNPH4vkfdd23UKeQIvHBs8fHPgf5U0PQK2xYsyuvCiYW0H3qhRzlPFCV+epXHqqIVAS/NGLMmRGp0xZ1L8rBZyjUe3a3xxhTbjl1dn+NkOjcWxwhM75id3H9hBxipBxuUjZxuESRs8sGU+8P/Py2TmEOTuWXRLYxtdQqckk56WrANfLlFK2RuZwxDt8ObJ3V/sYhexZYWYNfVF1EtMKno5QQ6RDBLxdOxSqloUY2ZgpFTiE52Qe1DSmObsiaZLaZp8Ka/nAv/zqiZ4Qy7ulLFtVnmNRwbRhpqHfBjaKLjibZ2JxUzjWBvjf4d0rkj/RbjXRKWlg8sT3BMFLzfYZ1xmPrvUWLG02PLjNQ/4aHQSjaf313MZ/6M76dnFfCEFqcFCYvDMK7Udsrx2dYYnthl0UxoGsnaXuUYgVXPOmjm5YsN7WuMwJd6/COBFVu9K2/0p6xwwe0ky94WxmvPcPXO5pueeyaXh5npoeI7lTwqBQWhAKRjrea2eDxr8ZEVmKegM+pIQMPVcPBai1OBYO/Cfrx1UyLTOPmvxhzn11qJEY09Lq2eVPXe9TPpNlBTYAcLsFlTt1CEikVRtiUMthEUpbCLxNRd3ORF9FNq0zK34vObxWCwrNRZzjf7kRyZ3LdRQuAzHushkYrdX0R8UalXGipbsAtQrafDKmzgv2iCvWIO6RpCQ3kU/MWRmkpGexvotFf76uWsmjl6q0RkKlYpFn1YqeMtT3Lt5SmWq1eqpsZhIiUXuSCImt8Rdcb+omKPOGSjDV96Kgr+RyrF+yk2XSfVDrZ5zDXkHJw2ZjRTcgGNhMz9VeLQt2cBQj8d01IjhCJd5KC6hHYPBK2kNw5UpTWVmxN8VeKMtyzw6arA2Uc4RKzMgV7MpVQa8ITceq7E4rPDEzmpOj/+h3ZW94LsTp/4XFGRgff8WYjvYwP8i0UZ70q9ZqeBvnFLZmXLTaUJwmjchKGbA/ZCAs+ow0+zXqhnquUXgH7OvbelkfXuZDIrRoF1PKjNOMga5wrqEBMN6hbJyy3Gp4C+Tg1Zc0M9ZaVymm0YZiX55JWVE5991Qeh5XTMzSvTmZWKXzkRkz4TiKkg5HaiS9lWwUsFP2UzFBv7GCh+GBeH9YdpgkJA5SZBPERd0hryiukmrh6QBJADYQaqUsPi1WYWn9xvLSiKRNqp2SbSOLpuF3ODBHQaffeme8fgIVSek7tpY5U8/behSasGjsVQk3ID0Slrjfk5wW8Br3OfZHpFiiQpNqqPMqlpMbxaHqzkBVeiWtGf6mQugMVcNIVO+RSMoSH+o1XP3CgXBONUIC8csassxB5lCmJg5rR5S5xSRRKejL/CS+C+8oOcDf2+FuPi9RCPmJNmZvHMzViaCczoLJGle0RzUBoNwpK1qqm3yCsYvNG8moghEHAgDkoc/vXZiwj2vIK3Qn9xKpG2wnkrmhJt9ecu1KBMNkYr1e5TjmY7ooPWWK3LHEepeyXhXqm151uOLxc+I/72UKwx4KvCeSYU3PnCLn58wWBxxc2WkyPlnuUIwOY17N1ZECeWfLY7T5K4YccQcIIK0JgXBiVtAOzo+4sx+UiFanpIbTspMj4J+Zl6yoUaH9TTE2SrKRQyJyrCboZ7kZbb1m5AsQi8TizUODBk/oDFBI2FJpXJcTrFksx7KUIOMB8qkufuqhjdUvI4EgwzyCuG4QvKqttS05lKDMFV4YqvGp58L1NPg0Z30XMNU7Ckdlz/IKzywWeOvn7ug8KeXNLpDft7FPK84TqjRHbcgmpDpvoKhU6PXWGEtP1P4z3bG/9UMv3hOk3IhH3QpU0WbR+iuEfefrAS0bY5V3Jsig5JomQUBGa4UbnpUsHRGyiJyfKAHZYVz77aMWHRjNdjDnM1AuHndy0Q6grFsYVCMeQBnQlTWeHIaUVLhUDOP8Xt5ZTN7OhP0/gbL0teQBu68SNvqOw3WTVrTs9xfiFKaqu6mU0fnlMC/lfanXNoiTBhOKjTvuCrytYtkNUmigVTdyjDQgJMdCjKGlTNp3idYZjtGhlSo8mF5dSvjXLGMs8E6kW4uNPxkigMzPdfcFUe8gPH4vs2W6ZIW8bQ4c8OdXqpogOuGQD0N7tokPQvaU/2cnfNKJ3sgSqptqOfkRZJlJh8JzYNyHMMYP/fzmyZ3L8+wrqQhPstIZOp4L6fLK5QeVWm4J8SWoIWz6bRMs7HmKkqscPl7pbK/K1pTtA/ofMnlEOdTW8EHhSLZl1tCPYP7ybQ6pcPXywiPneOZ8sET/Z6QS8dBXmFJJHcLBX9MuH1nrJlnSlO3rjutXMOEs4Y7iwqr78wHc29Ml0uYMHMoIyG1uzcqvPXRzP3sCYMONx4FZxZZVBE9k9tT8LJwbCxNqyeMFtlwOWH2J9vWi+eo3I+FcsUN7b68r6LCIzfp8Y9eMQgSlq0uKywloh2k7TrGXKbGmbbdfercCxzhGBSn5+icJBkQ2r4MB8KkwmObFT690lh2z+PbNB7ZPB/4H97O0hrM+xX9lYhH++/bpPFJS4//mZcMuhsIjurnCksZZbxRWVkHJrGYE9kLympZUTHlYJ1Ree6lGv/5wrwRy7/uIv37Xska/pnLsAQbJTiEL/CCpZ65qhIrxojL7YD3QI8HWmRwqL9coc9yHRHjrsKOaIu0vaBrSib45/opK3/Ks0xd8zjMmCGUUNk9yKlqIxqjwsF24H+r5kqI1qK9dtL8E+XTKK/w/yh783dJjupa9N+0QequnLPqCDBGGDxg+3tw7WdfPFwDwtdD96nMiMisbkkIEEhCSAxikEB0ZURmHYMm4AKWBH7YzAgj7ffDWjsij2j58/2hP1uidU5VZgx7r7X2Wo8sCYv/+ncWOaNaru2nqKBrR6isqm6SDz3mL9syPxCk2HsUO47FxeGWZP1R7v9qiNzav/0HJpAzFieFowCgn2U30E+I0EvlVrMRwzE5sTKnYTuCPG2MpmZhiAs2zhSHOE7urhO4vnsCgU6SfHvjmBL/uJ91n9dasFCCfN9K1fPNl07ythG8msZBItIURVLTT4yVBXLx1PPzpYN/Y6HuQyGJCj0bAvcv9PGPTGvLhkXeNk7S9joTwpwOQouQmeOdRYNGqrm25E6UP8ksJ6dNGlqrnQ6t8TMT4mzNka4JkAZrsQ5zQ+j+cweBwRv48b8DQ0wm8KaAzrRx1Jn2c/zw0abBQt6nm7syXq66Se6+d5b3PxLkvQ+m8AoccrO01JkiiUfDXCZ5q/WXDn77lVmuEsrIxgBPGYsWaHvTy7dXCVyf8DNkWmxDmx449CYqblR2prAL2sRs1HF3klo8JNT06ZJXzzMnDsygiij7NMLecqP80f3+dRh/kDsNuo/WIepu2+voOfFm55kyhH/ekgzPaBrXUhHVuMsH//UnZ7m69ystMw6vsw5k29PPz/Hvjk8t8q4HwqWw9Xd/1MudbuLsQiBMMcWp2nfe5EXBjTQ+hfzZbJwkHzRkREnNme04JztveOb/elr/Mt5Ru6oOwR9/9anLB//7HgxIilK4ZoDXfuMwRLMZUdnA6plQh+HAH39/bnxMmsrJQa1tg7dmhsWwWv7Sv7wag5wdJnnukjvnLLVl3qrxdE5E5X/WTckHSn++m6QYAj8nConCeLnD+BTE8tqFPPPiIncd0p5o+hCHn6IRoMUQYTlOqIhXUM9dnJeoDXxcWuU7hkmKDt4764P/Tz/mJd+jgMKlDXI0N17e9+Aivya39tp/XsgHH4PxX+nm6BukSi5ERE6xOMpZfVfuSHmhp6opIL51UEtrGNLtbPKXaQZc0nd0l3X8//LdE+ZKjFq0Y5CqHo8M+oH9Q2UDus4RarFiH+S+4+WD/y1jYKRqKv7UmaA2KpnGd3pyLed8HuFIMDkMUg1z3OuVXj52uuSh9I3vLXJ2wBnYsAio+rUKjZPNhIn0AqlGrMW2Jz+iMLDRYmc1tMZzTddcy31YrialywH82NYcLxWZRX+U3RtN7mYDbuaalb4Ocm2tjyPLaNPJ9u85KWZAoGZ9kPc97OW7/3Yhr/76Qvy3Fjmj+2BjvZxxTiBmrxpVpUzylmGC0Rgf/uErlCIePIIplCzqvexueHn+pfR3H5sXqfoUvNHQNbAcEpGijHrWL/Lm60Hu3PuoSNFZA80jrQlFfW09wPXMCYeK85yQW1WiDlYT737AX45e/OKMgTGzeo49DuiKlUY1kqTqA90jKVWLbD6TxAZ/aXL3+pOzXOmmlTpg4oQfNvm1J9JCPn33JO/5ZJD/71IQC1QVjWLo3QLlDavydx68fP+H6eC//9Yc5xhACENupnmsaxlwZr3c2U0cqtMukTMd7GCyLsj7Hwm/gfHrNDJSso5xQlThmMrqBR+irBMpXFxXjs/MzNFITiPtGkolW1UYEbpQOexu9Jegnoco54ymY6zAkQyGd6lda813mbTXyWTsaj9dChR/4eWT/M5Nyo1JHOokebIz8FGC/KUV/nzrhYVe9PjO8J2aYpFT/cbBf6Its5fNGCQfAU02RqNSZ/nO9xNW/emFRZQJ0u5TpGJBbFnDRSrCHbX1GBBSR0qVSjuoWuoVbNUatXz3Ee+/cn2WR+ffJHcbw4PNTbIdj3yWXGMaRTjS59/BzO6B15G7b7uBQmBjaSdOLFxDywsWWYUJ8uQq0P6rL4Bwbwh7a8cCkcUilcUA4UMrOec3vneSs5G4uzoX9Og6tZtDXq7+HXymnJzVlh1pSYRCz8d46Q76+VGUbxQJsEkIklkfi/Wtcl4mCQ52t6v4NXoRkYqwO1BljoZeI41rpiQTMi8NEa66WbJ9kH98IlWaL7y0yF03sVm2Bod+beboQqiYa9F5ucvN8o3vrqCer86yoVFR644gMHu00mfDJP/y3XSwffbiBILMMi3MBFrG8kXrxnRe3nZfkL//zEn+/MFZzvgySkIDienHC780wPXMSfI9FEwZ9cj1PiklNv0s7/zILC+voZ4nkJRUWJXenaQYg+TDIo3aCTvaJjC0ou74go2qeWh6Zl4v55zlyp5sPz3gC15YZefl9z4S5EeEe3768wv5py9QCcWD/w8fwOTj9nCLVRwPLAdS7ezmJN9ROO21C3lgwlBNQ+OxWt1b++S9UlmoXn7v3lk+/LlF/uTBWRqzSLEHRJQbL9lAKej1IO9/6LI75//zCU/sW9VAIcEgK8WZ+vpXll47g24sQnxDkO2QIIHC6SVAwQKljS27HXUkrYeQJndfu5CH/EmudrNcJU6MXFMOH1G6rBLBqMkmBgwfIwzQFHsvD65CO779/Qv53RvMPFaDNq5BWDqn0JHWevnKyiv+qecW0SSriPmOzJ0gXLc2afvxT07ypw+iW8opuVWCsyDP8PhplVX78knefgMHxy4G3POz8eJsnAbeHCG9HSd6a6FS10GrqHI6oMOG7fSRRYqXcgxypZvl06+zZS657vVCjqolQ2l5v1BGO8c4VQy6Xcb477qpCYFcG1RebWyQzGGYrzRQ2j31TIKOv/pNQHzJeoPwL+GXxtz+4L9rmClt94loVQsL/U5U9ZRGrZZnyuU529DjAM8HnEF1N8fiTz33o+0Mu9zSIuUL8akLz2aS5OzMazPJbrhdxd/eLXl/kg2tPyMxYXBwg8Ai4WMgySxWMYSQ2Xn54GOz/OoVbJ4f/Ogkv/sRHN47tkC1A+ZWsmLJLTTGbzuESwfNtSe9XDVHLLADKxCDga67XBD/rcvBCZnVDmWOHjKV89AEDzByumK93DziYvr1ry/k3q9Cvra27E2xjEG+sjr4n/r6IuU1ytyIPZckqot+kSv9Iu984PWqHvjh5G6WrGcM4kCISeEx/jMgo1S9qpWtBn2XvZdbrxvgwsGPBaUbrdWDrQvyFVWS/PpCnnx2vnTw//EDwFp3bpJ6uIVkpfEYg9fPxqM8vwpyf/RfFrnK6q21+v68qJlcRbO3zd5Ddy4X8qtXLuT8c4sU/4juMGfHULogVzsvf/nwb/rxbyy14hYbrqWRXGG91Afgmg0vU7h90hrEYGq85fS1QpIFhxAbrguNwNTnpgHzRTdLdbgcxPKwP0nWQYZYcePjklgkoww4HsDsfNQeGn5TWPObzsvNld/Oyz+8kHd9ZJa8R5GSDYAly95Lc32R+vocQ2PacUoeTHIhj399QeepVah2NSQqs/NZ7vmNip9d1ABIRqEydE635EOf9XGQ7pVfXMhfPISQntbMoklf285L2zFxjoNQCEfhwcYiSzk7rBOFStJUdzkyx4Pw5h29l0+vLRu+dwLsyGpWzQALC7PC3EKtUl/DQalQX9F7+chqgOuFl0/ylpvYfyVdYZXs3Dg9x2bJehSNT75Ox19op+g811mIayjjRfDQ2o//X0+yPeCgVwdNyDW5n9lFRZPDtZmkw3dqrkECmvM7VSTwix4TzxtmnSt31rATLVyQq8waL/tFMkp2axL+GAacbi/n/K3t3ZLdYAwh2/2MfiZFvGVUKrlESeaWrUQzABt+3ye8/OSneBivvHIhf/FQkLJDstfWEKti613yVi0sgj9+SCji1V9dyIceP0pOxUlxOCZsjsTX576+um1fhDwOGC4qQE0yQpI9q8Tew3+Hh+cn50Wyjvpvyq6inLWf5enVwf/lZxfZGFyAzXmgHS4Ol2z0cuXg5fc+Pl3y47/2pVmuGq1QUenWxBV1kyi0VJop3uSl85HNLx3at9IFOa50/ObLcFEsB17SVP80NkCpdO7lnz4b5FXVc/8Y1rTyaprcre0RNhiHY6wwGzNxsG0FLb0GwqvoVZrro5FfSyxaZyAaG+Qb30uf8+ZXQOBlCqeRYMy7CZO7PPh/+YsLee/HwYnkw8qbnlVfY1FZluMRpBXhHmCuR4nmX1Z96unJNKiXPPHU3sf0rZzdVq0KsGGWZ1Zyzk/O6NhqpjRp1kR2CLLhFLAqZYpxigaF+lzgMeNlY7z80xdCDDr58U8v5D0P6gWkMyH4XqUJzH3AIOFbxyD/Z6Vg+2iYZaOKIL6z0gRMkI+Yj/jQ6w7+P/4YFW8HHvwMW4IF+1H+4IFJ/u0/Ekxy/9OzVN0UzQhrVvJb7dJNkjlWxJHhx8XP7ZIHVN1j+rdVUQfhOJ2VuXPv5ZEV/wF3zpnS8sDgeU76Oy+Vymg5DFh1mPbO7eXJ3Re+v8jb7wWeng3JmBEeQkEKe8I51uEc+8oz6XL92vMYgsqtqtKQl6H+VJoQ9rC/jPG/ZZgoZgkkvae4FqKdtKNCkbMuyZZ5op2356AnO1nDOagbXvIbPnryZAM5HYX9HAJgoMSiXN6oyg4dSj3cxpb5t7bvkPpwlHq8JTti1gX12CUPPFWbaPXf9EF2OlbMyvqtN2f5zop4feDWLFe7Y0wAUpa/4EHbGi+ZmeSDjwcYtr12IT/72Une8/FJNgeMVG+HW2DlD6iANp2X+762DnQ/yd0PBLlq6KfBClB1x41BW333fSuPn9cu5MNPAE4CXKDyRpJUbpKnV13Fk89hsEYnFksTEEXJA6kYJ/mDj02xqoaqJ8im40bgBqosFoTKHtUHviIOnhO73vbQ5KN9R6V1vCTnnCXrkkWtkliV+iPtZ3nnfSFBTyu72p/87ELe/QAvpQELEYqBVKnc2U3yKa3EXoXp1Tvug3pCL0jFbZuB/kf7Wd7zgJef/zyRhX/9aEBlS+w/76lRvu7l/Z9KleYvf3Eh7/s4Ak2Acfp4uW7NrSijKyiti8+Tfy8j/l4PR1yeBpi+eh01XBe7Pqm42t5HhUU9eHnLYYKOX6GemcZ0JsQJ1YLQRX3jlrTjUbb0bKpGH1VILat9WJkEuWK8/PkjXN/0o/qHzwEC2zpKRK2Pkj79s+mC/PknlzRI9+sL+ecvwt8/DhNx7TSdOuH6SwNcP/rJhfzxAycM6zk+TwfFR+tQUG0PR3n6mytO6DsLpKtuQnwkiWodyqoc85w7TsSOXsqRTrg9qt5yZBFC+CJOPNs5zrE0DvvjkWWdubuQE5xo+Q31HSyMMdSnU9rFAB+kovdS7r18dOVp9M3vn+SdN4H95+ywSw55luwCMemPKvsrax3/NxcpR0+fMgotSLLu7FHKDqq/T/m1nHORtw2T5HtwPzujsmOowbCXaQtuQLK3By9nVODUayWVAYlbd55xt1OST9ujVIyIbcij5CymW14sGW0gdjwLqh4oxm1tmd+0fYfsen6AYYoGUDFSUas9raItmecBJE1NwqfsgnxhVY3/6w8v5K0H4M7AX5kPaoJkI9tDM8nnv54e4vMvneTsJgZv2oEH+eClOWCD5X2Qv3gkXIp2vPdrgD5iSLVbSUc7ZHu6J1Mc5M9+epI/+ijUMLWlARyDXiqqH9YDXE89e8KErFYrJsC3xwTZmaPU3RHk7urgv/6FRTZ7vJy1B0p9I0EWucV3Uh0+Qhaw0LaOWcDc6NOqW9l/GUHuO+ejZcS2C7BgoGSs6mb54jMrm+HVwf8H986Sn8+yscCwSzNL2XlOGC6S72e5Z+X58up/Xsj+y0Eyg8WrZm2Ng3FVbbzccS3IJ47pPf7wRye5++ATacWDuu6CZNdn+atHLnv1vPfjC6ajLSdhe/qWULGlRGrGn6UuoJoQp1JIHSxsej18fewUS6pvduw28175ikl2By/PrqCeh8IiG0OSsg9S7TWqksN4gx6ISUSgh5oaeuk7fut9/pI3zvxt+MFUPYYHNc4T+wmV8VU7yaMrK5Of/gz5uRnjKBP/g/eXW0Btrz/43/OxRa7w77XDJO1hkmY8xuo7t17Gp+a4l37ys5P8wf1e6m6K1WvJz9W4CZYCDhyV2hlopkPzus+lU+slxSDlOVw5N1RSbexRHr24PMClKpay91J2s2wpLa8HQMZbqofUyK7uvRTnl83sXnj5JL97H/77ympWBzvrlZCj4GX21ErV8/QLCxL/HOWouuftEaICg2Lmk6/D+Hc36BrLQjlj0VFSNLF1HvL0Psi2Z+c8oOtqqfYrqc2vjZeK3JjK5ZXwrzkBf+lsJnKinExtQoxCrQ0K1vp2tsy/vb0bQxp2gve16sNNIHFErLSHV02EgIz6eKANvtIH+dvHUlsrr13Ip8JJyj0O38xAA5t3Xjb7Wd503ctfPxrkZz9Pk7gfPy6SdyENz4yr1r/HInqLC/Ktl9N4/b//+CR/9mCQN1+DMmRjoF3Ozmd50/VZ3vfJGZPB2s69cOIgRkjtnwtRI17YcPngf+ZEi4WVDJMznb1OAAAgAElEQVT4XGNxUb77vsvk7v/+/Cxv/mcvV64HeXMX5Mr5LFfPZ7ljH+TOnvFs+yB3dJi4zJ0Sg1RHEDrIuUDXlg17qno0pjEnpKSmVbUNsumC/MMTvOxed/D//r2LZPvASU4f1TNKqOYmyDvu9/LSv6fD6sV/P8kffmySN58fVzF+k9zZefntPVwff/Kz9B6fuJilug5suCa0VbFau9N6+ctHE9Tz819cyHsemOWOa3geV67NcuV6kDv3k9zRw1zs6nUvd+y9vLkLIP4jgZ8mIwujEM4cN3UkhdWulp8D/BJw+qsWnc+a3H3YL1S4UC5JaEnDZ7QIaGhBEFUWJsn4SjtL1UHAEF0oWb3ffHqWO7pJ7tijIy0NJnWvGi93dl4+8Dkvv3wlPc+vffNEFVOIdg1qnVz1C3x4+svunJjcXeSKDVJYwJ/NiEo+mt91Qf7sYwHOrtyz158IUu7pU0OcXg8qFQHUNtmzA5JTK4Y5SlULswCWsJPU5+F1k6le7uz96yZ3T4CTSHwWRklS/b0ITVKITaXlee/l/rVXz0sX8rYDCVJVhPV4dyC4F1684AmeXFX8X31hwUSt1ffNy82FKE8uzHRpgOviu+iq3nQe5M2dlzfvvdz5z7NcPfdyZT/JnftJ3txh/V7Ze7li2KU6yGt3XUiFCs+XavBUWsKErWZnW/bqeqDqL0LgBnJ5DOCpQASFed7PctftbJl/a3s3FhBJIyQYhZX151FaC0nmlvIzMNOwRdi6I737IT08fffyIv/iN3Awv3XAS2qdl3ffu8j5FxdYA/AB/uinJ3nPx4Pk12eMHO8hI8xUWdF5MODnQc4/nxa4vHYhP/zxhZgvLfL7989y14gR/Hfdt8j5FxZIGfl5XnnlQt7/qTn+jrKDmVauVTldR9eTu089y7g/56V1twDvHCY6j4J0+b3XkbufvVjkA5+e5cOfOck9n5nlQ4/Pcs/js3zw8UU+qP/82EnueWyRv/3UIvUhJTGVHTqKslMP+fAbA1x3dB5EjhKNBhsZuDsW7tvvm+UHP7r4Dajn9z/mgRX3c4x52/ZJR6wt5w1VSnAS9KUfnuQfPhfk9+4HNPKWMci7PhLEfmWWH/8sHZo/+dmF/I8HsfBUIFA7TMeWh0mu2umSV89/vnIh9z0d5AOfCfKBz81yz2cX+fBjs9zzWJB7Hg/yocdn+fDji/z944t8+HF48tdRiIDKqDmH30lOJQ78+D27n0UK+vHnPERUVox8ABxcz6zcOR/2JxQ+rCqj771Zoo1AyTY6d5xc3c9Sny/0XSLsYWbJz4P84f0LhuJW++Lz31jkzz45y9vHWd46evmdG0H+5MFZPuFnJGS9ltbs//uIds4qGSUfZWep3RwnyD/wmcs6/j/5GOw81PAL06/Qju/2XqrhKNvxlrzwYjr8vvwN2C8rxKM++JV2UpaqIB5eW+4NPZwVBajdHAeTajNJwdmMco9nf+V8uuTVc/HdU1Sw5Dzkmv3Cfbpgnw5QYOU3vGSHo1QjOvd15u43Xz7J796YpWa3DAUaLskkmIAyKHOzfPm5tVfPSa726d2Ve545HTyVNg4y7Ri2/uqFvPjDk3z4c7P83eMn+cDnTnLP47Pc8+gif/84Oud7Hp/lQ58N8oHPBbnnc7BQLzjotWVkJ7J96a9Pp9NimDgRnYKaaqsd7cyZiSmezTvawMC4T+WgXqr9LHe55XbunHdTOsTxapX59Wlibmtw6DfaujsdNQf2XrH93phJ/sdDQX7009Uilwv55S9O8q2XTjJ9e5F/+d5yyWhNH/rh6UXutCDU6usLiA5KGyve8CWN186GSZ54Zrn0O+Q1BEu88BIi5taBLfo7PnLESHZznjw1sBBgOV2wTb108D+3QFFgfLSFaIaJnkZIuXr3A15+sE7gejVt8P8qGEP/nf0S4BuY34GYym0ykFtX/OdPBrmj85LbRcroq4JKaGsVZpjk6vUgT3z9FNU9evC/56OBOmZWYFRdKbxUd16KfZC3D16O6iX/anqfP/gPPOMXXjpFUl6fr7wKD/hizw03KORG6ZqFwuf9n1ouJ3Dd7rnc7s+r4IH+50OzXLVQRtS9hyrinLCDWoZHTgYbPB9U4ovqqqWscWNnqYfLtsxR1WOVRFM55ByrLUidqThxE+xFuG6r3kvZT7SyQI7APzxxAuG+ep6vvHKS7/zgJM+/eJJvf/+UIkpXz/MjTy9yxapoAVYZylHsDKxPWnIb93xmNbn70wv50wdBEm4VH2eVeGaOsusmyYejvGn4mjy8hPj7XvzhSd5+rxKc/G9UaaYOkeQ08oGQ3MD8DhqanfHfYQ4ozfMUxNdzB3L3U+sBru+dotvvVa775nzGM2V3UhjtTgGPtO4ouZvkgbUf/8uLvONe8i7snDW1KtpKGHR8GxfkS6vJ3aefp212n+whchOi6V5u4Vv1kNpl/9+sXRZQz790krcciPcrz+QIlylHRPfQRlGVHlYZ7cgBNJvgHVU8NlSqNSZEh1wU8ZPcdfuw9btxgFMOt3OwBK1HSCrbAbe6+m40JE0rVh0llQZqqHXVAMJ5+d9XObv/xZ9Xf30hjywLp3xvSWNhgpY7jonvvagVqY6zb+wku3GSz399+W9F9/3qVxfyyTBLbY9SaDC2XTHprHw1ZOX47XTwP/08MP7GHYH/DVCJ6ORv1U3y+x+Z5D9+8t/7vrf786hfZLOf4oDXZvCS3ZwkvwGd9vLt9LP7J0HAlhyeKbpFqv6U3g+JxTvPg/yvx+ZLv+eVVy7kjz5K2apeZtrWklDWeLxND3z66W+navC/+vOLX1zI+BSUFlWnfvk6fLdEC4D8fJa/evi/9zPf6M8/fn6BFt7i+RRUBBUW8jhdj4UFX5TdPEp5IBHtVgZ43EDtOMu3Xk4//7FlEU2BK60mJFGdYVXKqOZtqaLOHVv0DkWFRhRu3CRXx0muPRlgqfHf+I4//+VJHrg1S9txjJ84e8vPVOgEs6O6ykzy4c+ES+/jjx6EymnbY3+rqqwxU0zay+xR/uYxn97Haxfygc/g/WuojmZXwPKBPl6cOgY5CbK46PVzkQtS99QuwW4KSRbnXj7zL2mfPffiCQOS7DJqd6ScHEZ66jZZWxDaWtUWJsjHpvRzvvNvJ3nLvSnBLwYyOb3MaO9hYRPy9Atpjxy/vUixB2GsE9/5sDImdJAOP7Ky4fi//fOzn1/I3R+B3LTqMV9SmDnNZijOb0Nco5Hnsp6SYUjrM8LDmquhKqi2CxQzQMd/1/AGJm0tGeYtyZVmvBVTk3TyVKfuWipNslXLXKvtqoWe+sr5JO/4iJeHT7P8nx+cgCGuKuFf/wqRZV974ST3fJrVhPX0/ZmiLW+mOvtOpXVqBTBLRmLjHz8bJHx7kX//8SnFyv2av+NHJ3n6+ZP83aPQwLbmGKsfZdLhjYG2sN4DV+++FOS5l07y7Msnuf6FIO3ey87dQmXlvBQ3pugWWI+IePv0aZHnXj7Jsy+d5Dn+ef6lkzz7Iv48z39+7qWTPPfiIs+9hL//jZdO8tefhmKj0cGwgSTceJS6P0r3xVme+/5Jvv6vJ3nvJ2a5yu6gjuP+jGRjVaX64bfe6+XLz5/kuZdP8vz3T/LFZxb53UMiE3HZcaO6KYXBkAy9YqBNPv/CLMt3FvnRT08gZVfP+Af/cZIvP7fInz2MqeiiV2M2tp49sN+rI10PrwV51zDLrW/hcz33Ip7Jsy+d5LmXL/h8TvLMS+lZPh+f2UnCtxb5049zRoTOp5H8tT66VzbnIXkKjfDjb3s8n3pk1Wp0yM/L/V/DM37mX0/ywcfnOJxVOGxEEI+M6lxV2zuHMXmoP163pjoowOrBSzVOcsXckj/+mJdH5lm+828nqKBWFeErv0TF/cQ3Fnnvw17u7I+S22PkYDSnoLAhGicq9pzZSd71sSDhO4s8//2TfP6ZRXY3cFAi4g9KrJqFS0HpbDl4uev+ozzxLL7/s1yPG8PvbY+cA8AZkI+T5OqeagOHo1IsYjVM5MACYQj+bsv1yv+97NChPPcy1sHNpwANaRD5loKT1q3M8Din0pLrgNY9yN8+Msu/fO8kz33/JB+dZvr4sCOhUq9lp1T3M7yxDuAvz78Q5PmXF3n25RNk2D2CfRpV1jh8pmqEGirvvPyvz8zyjRexTp99Ka1V/fMc9/z6f3vuRXzPR5eTbB1s2IseA3LlHnNCG5cg35YZHoCTZ1jLxD2auNXMhJgwV/Th0gBX3Qdp+ukNEri2d3PjzCRPAqtGxfVSZVFTPlYpUdLPUpsF0AQx19pgCnXTBbmzD/K2m7O895Oz/M1jQf7x80H+7nEkMP3BA0HyPsiVcxKtA/X4nSc2zKrK0Z+lW+LUW2kWqS2GsO7oQN794QOzvP/hWf760Vn+6rFZ/vLRWd79AOwkrp4nF8mtUXkpOxazIo+pfqg7GEs1tJhuaHtcH25JSUfPZjxKe5ikPngpOEHZUm7YOtrRqhaZF2c1Ip92Z6FSaCn7ynofcePoBtmrs6iXcg8PFEQzJvlgZZboRV/xRZe9Vg94fkU/R2vi0iTivBioNOoZduMwNRijMh02QHE+y+Y6NvEff3yWv/g0nu/fPDrL//zkIr9/P8zIrvR8ZmqloLpt5Wj4M2t+h5yXjjovtgO8fprDMRUaAwNX6NtTcUgtBlM4yDTbSMKmNVv2IHNbVn06jd7Qj7/gc6tJrhd7dY7kzyeBmRNTj5kAPQZrFEqoBy+7npWtQgrcO5XBpGnLtruyE2S+57P8zs1Z3vfQLH/z6Vn+5lMn+atHZ/mzhxZ5x70z9s4eMlidPG56DhnqHILTyWFybmaWq4QmKn2P/bRKlFK4MkGntcX3VbK6dRNzWpGZAYyclajxDIgPcXhLJ0sLSjZzFh4lCxJMIAd6OQUqwubkoWUmaQcc4hnVf7D4xv+ukJI+U4QXLQm7H7j296x2lXymh03B7gEOAFNU+NS8QMtxkqqf5MzgYspWUFDVYY00yoEZKpx04trh72meRe0wRFnTi6jk3m4s9kTD87PsCTMRzkK2w0woiwNfPJeQLXKSjUOOg+Z0NDpY6DCNnBPuTXkntNJ24H7aYbn9wV8dMJxS21m2nO5DReTjqDJCUbD54uHQzZg2PF9oaeCjJK/qZin2i2z2i7ypm+VNe1Qwd3RQLlztPIiUfpbcniSz8CevuiX69aslAcIumABmoBFuzkH8ZB0W/JU+yJ3XA9Qh/7zIHdfxe1WznjsahvWewdjJm6gcsNg2Kw8azemsDKsjkrrlyIOIk4g129Gr9kjmHdDRxgD2yoyXnLKqTU/srfPAhHvavnI4Kh8n2Yyo8FpupMx55gmAvETnpRUgNo26TQInRPVfGHAimUEYQ9YFKa/PGEIjWVbwYir6IOUeJNaGLWThWA1bjO9nJsgd+1nedD7Lb+9nefO1We7455Pke05RDhwQcgnvbXpk+jYH5Bu3RqWBqFCvGGCmxR7ql6tmQkqU5dRih04oMwgJ2RBO0RAYzRvd9hMrytTNqKkcZLd8ljZI3S/AQ02Qhq11YVWqhyGqWAzYxOXkFhBcSSmpJoo1rGo1OrEiDl4evOQHWgKr/t4E5hNAWHDl3MubrwW54zwgb/g8SH59wUGwXyQ3SjRy73F/ZCaR1eU4RUIPapkgm26RjT0BQtjjIGjUQ2j1/VoStjUHhyqHTAW4UQZadGCKtux1in6Oa6Ygz5LbgASya4BkMpPMGKs9yHdMPZOQ1wvcQlWVWayHys0xfrEctTM5Yp+NzPl2M2CrPnVtUAvxDCJvlzkNOtFCBxVzZaao5iod1k5zDu18zeKwdpjPuTrqO0YXq9W2Bv1o9nBtJkDG+wXcE+FHyC1nrj0+Jxvo++M5wMUL3mHPVBF2Tlkk+U1El9a9j3GUcYJ+wABXwQGubbdIyzOp5JnautsMcP329u6YH1tzMlKdKNUzI7a81kvdIUYxI7EGfS47gH2Qin7skGOxxR9xkOa8gdFBTEyhWaTsOU3HcePSqGdQiDr4qlN/Dg7gnAd4wVjCI1SPoPqYJRtmycZAe2PdsICtdGimGgKcIwdolEuOz6vCpWJrWFloj3U6tHRBqsPEQAglErUyAbRR96dVxTRFOWBrvWzjrY1F0PDvFfoeOMBSsCKraZlRGMZXmpkbD/hnfAYcEtHKoGZ3tHGB/v/6zDwtjacoectXz6wcUtWrGC+gPQZ1sPuq9X25idWcOgr6mL7UGn4n2nxve6oYrNozeA7PLdHPZB3/GdthZo/qNHPD99haHy+UinBMOQJayUd8t5hYpe/dzVKZhaZ+IU5O1z0VE1RNVMSy636Rwmk1F1ZEv6osuP7dTIuC1bu0SQJcqhKHa0TXTtXhHeUDD+Fz6MIr46XqOLRkubbdDKsPEse5Vpw8PHI7YzqVaXSVQfWuFhPRRE47MK6nkt11oRrwlWRT7Rs0/ENzEqpuZhrbURoWFgUvOD3Aqj5IoVLOLq054NGU21ocdI3yJkYn8eGi2hCSKlya6ygH7QbIH5hkglb3mpiGQ7npQlTGRD+gqFpKpKq6aTYDTCLVDgOflapHx2GyDiqhliT2tg+xINBuCr7+JFk7FJRb+3oLZYWzJnQcBpr/pgMsVh2OzL9gBzSyayNPWQ5ADjTtsO5n5JDo3+mDtG8E9ahfdaFYnaPffK8LbEWKuJkbl37ZduJUZUDKlUXLXzgEP5Q3j8DHeqT1ZIdjHOopHNQ0pZklZ/zczgSphyMX9CylY3gBN3vlFPNERVc4j4EHPsjc8la8eZTycEt2PHiyG8A0G+pm1fmx5nAacFOSYFol9DggW1Y9OppeOrakh0T2YtCElckBGtptn6CyS4MuXPDZgEp5a1SClTxlQMysjJ8cKrHCBKmuz1JfD5S5cQFQplb1c5R11bFaOZIsw+cHxhq4CaDZzkYvxc0JKWBcZNmNIw4wo+/KS+nwrop+kW0/MzlKN6DnEEs6aAvnZePQXu8I5YFw47qySYsfB4IoldzQo6U5D9JcW2I7XFBIUBkaAPL3NIbvYwAMUNxAl1YNR8BxAzZdcVhXtbSV5vuuFQ669O9mdgk+TlPHCVoOeTXMOdUCoCUkh8oXAogtD5iCsabJeoImaBYj/JXD2i77AKLR4mdlAyrA8mbC3TcsQFIFSDilx3uqu0V2NkjljrQcni+tSV1rDaEvtU/O9ec5HsLxsA3xLKj1onNqpTFxvTBL2OLnKa5f7QmvUTJecX/B0hmqpcZoShohl4F+TfGM0guMhZzx9Jki9KZnBQvZltWzumMqxIfLjpU5vYnK1XRwPaiN8xyho9Z52R2OFELwgnR4r8ofAAriXneQMW+dwrCrKfuRkk6uOQ3YaQzOUXAZyklijayjK7HXNcOBoe0uxIyO0h6lNsiYbu57gwGu0gF7xsaDR33F4a3tQLyZdp9bPpAtvb113FyDruueG7UHdgtijX7sitkTy8qdVmpsDflwG0pEYRs8o5Uf8QCBVzIJiWSH5lM2+5V8bLiF4AXD1jZ2MD56jevGzKk/1sqnGJRhT1VOOSiOzs3BgwqViZKlIWrhdWGqjXBrvURbWV462PhTsi3m79TPGU3AaL4Ee4KjVPsAiMWyVefQV8bPWvezNN2CsJmBoTO9qng8Oy0SkOdBmj2f+4BDcmenaKqGoRq98KaICeeEAFtWF+pOqdbNBYm8Zpi4ljyrHHynwqYCY+2hUw8kh1mlxnaY7wqwREDAN3mhmkE37QDDueRM6DnfQA9+h8tZg9wbq2Zc+h208wrM+w2rNZA4hMoqXg0Dr1oVGPwZ4BcC5Hd2ipe8yim37ihtB7+Zs16nOxlq1KOAKUhWVxaig/o8YF0TAtkOsAtWn6S6Z+aqO2Li1iFPWANJYp4G12Qx8MIxq+/HLrhRjJ2fuzJqWwB+rOoCPvdIQYieBayqoTYhuUh5bUbeoWIHp5105JwO9OCxycKisCi69BJuRkIxeqE6XAaajlbqGeXQxWv+QGmBz8e9peeN7vGe1bv10oy3pByOUh2OWGPapRsvOwtzw4bmhpUaz1l0Tzmt1jWyUTkUzd1Wq5YN9/9Zj+jQll2Q5nCXg5erhHRarmO8h5n5J+HSRHvdYw8D9uF7pMdQ0QU5u3E7VU97d8SKNZy4tCBwNUylsvRaicQg5H/b7jKxpodp0eMLq3e5birEhq2JNbSeTb9w8/v4R7HVcmVfWw540Wc9Wis9RCtWLfp7NdEKk4dB4rSe6vadp1po5hBM+v45P8fOJE1tbN1YRasVbtNTfsbfpeqktHBTbNuux6JV0qqxgc6BisdhMWhiFXI+Q7rJnY9VUW1VOTGxcg+8VGin23Osm92OyuqUONdRdD3UE6HMitt5VLDEvoEJTxx7Z56qQlz8v/BVOUL/rG211YoE8F6EQayPlZsmEjWEBdTPpB70PaJiq4mp57R0iAufre5ZP0GBohWbdm8mVdW6VrSqLZyO5YNs16lJldDt+gSJqPeTQgIaQtTEShiHtBpz1QM6wnagEkiJR1aJEbfXKnag42jno8lWEYUNOCBbN8kZn0fp1pCF4vY+Vrdxbdr0HlQSiEGrI9ak7jleaI3zUh0mpGut1wpVbDofUbGrV2+bXRRl8H0ZhXcUWqJ1NvcYnHDniM2Dz1IxBL6LZiOrNUc1BqnHiSoqfeYTPbC4/7n3cmL12w4HJWYOkuQ5+gEZHy+JMzPJzt3C+2EnXw+o2jWzoh28tIejRJNFhb/4bFtW+jFUhYrHzBGbZwG5NeyATbIgackdFjcoh+V3x3uYSCAHENwuDdfuuiC7zkf5dKXrnjLYt7jT7Qe4QG6hRcuUbd7Ddz83Pga1VMMEv2jHYSESlRp03QxHYqsT/agR11cQDlAf9IrdQEsoYrfHRZPTnx4X0ESlzYywCUv97n6Wdo+OouKtXakxlwWf0LBqrIfAgIwpqguUr4i+O7yJVfGy0YEckxJw6t6zmvDxYAFJGUiqAnJo+PObA7C/xqDLKYbUPcFGGFWMqlZUGVBwEq8dJjmz6LLq3rNy52XbA2Ns7RQVJ5VJixBRiviOG1WkWC9nRg8VVMr1cAspVAzMrii/Q26xEnn6rjA8AoUM4LL8kpyXFeWBRDkXfcOWtxxZIY9e6vGIyr9T3DtVvKp4AGSDtaSmezqAU1lmuXbanSV8HqQeDwirlyEKhJoQTWm81GOQhnK+ytDMSytHh0tKw0ZaKsHKFVldGz1Y1JsHPkYFZZ6tY/c30E3SKqyo2OzEinuKF0Lj0jtS88B6mKR2t6QcAfNkLNAaq66neEc1VUYaYNKYIO0+UJXE59ArXj2zYyEUw45QvWQarsOCMK7CTLXxMd2scoQ3XeBAWDr4a6fOvihcYhaC8iwmyGbAe2q6IM11nDMFYUJV8DQW6rgdZdjKNaFIYodG7D2mglk8s3IIhKhoC99pgl4SH5QsUBtyPJVDQVUPtyS7ifjI7QDlXnOY0G2sLzzyPU2Hi6tQz32SuZHTYeejwTb14AEd9zoMyPfBAqIa2NkNE8QtDIVpnJfdAZdW3es8CWGmjnC0w+W27WCn3VgOcA3hDSwbKKmq+hPxJFqgmlSd5Tz4NbyjtemmUkOsrcMmV6VBqXi58cC0BhzmDdUp4BGCnHWJ6Kns5TYMFqZTtGUtGQrS8qUhiGNiu5Z8hioT2IqDdNGJTXh0hwgvKOatQcboCI6xOoImmD+zn0nS8KKLhCAJZGLZSi42rOyxEFMlWrJzin/PcuBIDwc7UYoV4rPP2L4DI1eCcW0t7fk9fFyA6DZ4mcT3pZcBDh1g4HiuuhiLASRWFbsiXtSWE9xdiLhrnGK1+HzlqPgqYa7IVQBeyJUP0cuXcEusVowqIGZU0oOngRmkhvkYpLInHBqdT+qznkS5GoX1M0hcre56n+IY9RJyns+dJB/5oxhawn+H7oZrwPp0iLoQSVDNdlAcXbOfAY0RinJTLDgKl/ZUY6ZouaEdox5+jVOicRINCFepIrxagAfrmoQFR5AtrRFUVNB0mpqnFXSIUGKcjOd6q3j5VVa/30RSGF42OS/bkpdyzJaNHQUvTavQJ+3DnadX/AxIiu8uwo4MGq94CDZmkm03xbXeWL+SarL44vNWblJ9oUrOP+jlrv708V3xd2YWEGlcF8NRMoWzWbDFOETyPa3R4CYvhV1o2wG1Yb2HLj+zuOB0erwxS7Szrnr11w9SdQstWrDfswHvo6EirWEXcWY984/BmRbkFLcmxOnfdkgqs12PVL7aTnJ2mG4P9dR9CvLd8kZUmKcY1PoWhEIx4LarDBKZ9Aas7ZEbemLYspJgOIS2o5IlHIcelBRhO+u81CMVGr2P2FpzYMXLBajGRA0JEXW105cbFTa9KhWweVSNkxMXVBKn6VBpbg0e3I7fv7JTbCU1B7WyCzeQjwRzTMvi4mn4ojMlknrMNcAfHClmdQcvkdLQiMqG9IxJ8hQ8NDMDe4aNRdh4cz7DuMlgWE4r+IbfGeHL1L9z0ddG1SqEZsyEy82hS0MMI6chVdVkwC3ov4uJTD0XODkDbAitOudINClsBqUWgyZ6bIbcMQCd1UzOIRUlQnMXoEfm2lJOpBpZ2bFoiPzL+rInxKWHY1JnccaAXI6mzmmyU0E9OjKYsYHrvUowdaP6WHUWcYgmyMbMkjseAD3kza1ehCxatvaILob/ruDaqQwKgNIBFlFMvNJiRwsGreT7BP8hb2LBodIDjqtYzeq+U9K96peoty/5PpD6FBLEsk/7JqdPVEESM1/5yOcW5l+5w88s91RCuXR5KLFbDQgaL/sEq2x1D5opogWZQsRmta7iha5wrFb5S9xvCgfn+t/36RDduFlKx33Tpfe+sYkPAbe4XIJV1Ka85eVdUhp6KXzIatExx/jLeh8QFLOfo5jjcmBRWpuZ4yHfBamvoeuBeIAcIZEAzZTYOhDVzXiLMKaPUaItO6lnCWsAACAASURBVJmGEHnDywAxm5PsbmvZ0N4Na99eW0+8qG0PKV9hg5QjIZoO+P+l4YRukl0PaKMaQKJpclZDrB3ECKvI8RZj4/jviJe3Qzqsih5t586QvBhwg7W9yq6miLNiunhmyMIUq2YEXeCz1iMHcGLL55OtcA8CRJUm1QiiqLHM9RwmaojZLWjFZNLLrXija1BD7mbCLEHq64vU1xYm7HDBGahFym6Woj/Jxi4YYovfKYiaY20ME7zMIlm/SNGBE4k6fqfW0l5yQkOa8NW6SXYdR7d5ALQ9K8/hFgIdDkdWVzxM9XAw+P+bPkhNnFQrJVwkKqHzceilXj0TaLwnPgOmDO1XKWaWXRKfQWZP0F6vFj2Sk4JsyDdgpsRHRZh6yWxNiMHYBUnXSrseq91JiI6MeEdIwCoN4IaGyU7x85kQ7YFhOYE5gkTi4oLMbZBND0lybhbJKb1tGL6z6zzMuGiBUrJ7QTfIqtkFKQ7H2IG0e4aqj8eoSCoPE3kmFkxDkOowSXZYYb8Rc0YXrEqkgnCkpj5VPb5vfY7DSJO94BOlmnuk8in/UK++c2ZnyTsm8hlaavcnUVvmYrXHto4W1d0cZx3qAQZlLc+YalW8NSwa4iFpAvdWiGqZuk9rTYdHNwMO7OYa9hveGQso4v9Ya3iX2G98F9qdkZcouUeVL6hUhOBwnuQunX+XNflTQkdIuDZGL2gfw38uh/AADlbL8WrPy9aSM2EGAqThUwzLatjRlY6FXlzfLGYMCy3npb7xBglcmJCjJ8agsjutKFk5cHw4cxrPqO0FDJ+2DHgoHcabm+Eo7UjpE2GRZmSiVjfjcmHAwhnx9HJQsg0PX72tlZzckfjSF5JxMapRVMNx+pbV+5a/t2BOaM2KTTHjNQ5ZKpwyhGguFSdPdZaAGGbJzxohI6uaWlYnZuEBcYyHfOF8TLhSYjJzQfJDkOzGMeluh5W+3XlJ6WfYXC3lqLlLYeBKBJYGrbJa2bZuQtA91VLViAt9Z46yG/A7S46jV3qZstVsFQrjIZtTT92QDFc1zKVn4HxMGarMwgMemyAniazDQnqQZI7JVjdU382NY9PvLoZZCofqtR1U+53UU1t2Pa1KK/vAyy2phnQGo3IhdSTsVOteDxB+PqtDcuC38kOQnAds2ZOv4DsCHj5LaTnf0C8Muw4SJ6ttOvArVmS18/S356yAHqyj57wDDNkS0Yh9tB0nfGanmL2PWHwRu6EQbQsKrl+FWFRsgKo4HTYV/31hveQjHDCLwxShN71kc6IA6hNVkKDd0roht4AN02wBSVj+LuULt0YH39KeqqjAKVZrEJ+JljA8OEsWBPWgQ54zeDmL7j0jGlDzENWBx3yAxDy/wWdglBvQonGKyrrGahqYSoWxJlradpQ98gKUn9oS9m5cspupeLk3w1GaHvtgfTZtyWk0TosIH/eVCiGyMUjpmGTWabfBPcTZl9ThUvnXYwCwOte0vjc4+JXcUNndji+mNiu8nZVM5oJkzGnFpOQRAxjuKPkNWBrsSIq0I0jB6PdO+VgdD78QZXeaUJMNPkrlKsodW4spTfXdaPj/xwqZ8EzNm13NqIpRR/258JyqbviyifGX7FZqm4Y5CpKDakjXuhDb9BjLZlTORazfaLKSjwMauhgyx9SfntpzkpvVAZu6ZfUXh8IMTcLIP0AJgZZ6pxekmWNbrAleJQ/xxtDzxKr6RLF0ElmHo2Q38K62Qzr41ZsmHqY8sHMqqhpH3JsEJVKGCMURtttaL82gg3JTlDGq5XPJjgESNE/zr6PsHFpdJU7L+AxQFVeDl4ppbApjFbGyBGSV93M8DMuBiWbKTfWoOreO5oOROMThkzlWhsZjkjMO0aBo2dpJyh7TrbUeHHENhgiBtCZINU5pVoBQE5Q8hP9YHZdapfOgRrTiUSqL/ZXdPMp25J4aJ9hajEma2cZLCAWZdhL1mAqhrYE4YGenCJs2boqHjQ6LtXtUkNXhKNWNYzywMiUdWSDm7MIrx0O2X/CuRxQ6UUnFiXtwCUcMZPEzbuPaxPmg70g5voZoQE0EolpBRY3Rf16tNZN8m9bvsjIgOquePMkNeGBtDSIPizFcepfFQBGH4vv8DpWbeM4Q4uE5A6UOB7K6KXakJfmfxh2l5aWev/5ssiDF28hvopMoVRrOzqmySRZcUIGoAViQohOi65dYDJf7IPkeXdJZP8s73327g59fRiVYUbql7QcHNqCWIblrVN0yRRvReFDFltbHQamGbVxhF7g3UtmCSbcJlZYBZFMPbKEoS6zoRVJwo8dpVVZ3SihFdVIkQ8kTWNzsG5KYTa+xcCAA0VpNccYgKkG09bT4fs2gUEiaqm0dFnEZE3Y8/z4kYiC9yEdoJ8EBjS0HNEouVmibCZ+QkFSiMVrj2nQBKQkcJX0uaf8j7s5qUucJtKvSjFTVRatVc0EvldZ5qpD4nXnxRRWI4QFtU8UDVU6gNw4q7m0/saX3sQpFihkW59amyqeiVhk8wUzZICpBxXTL0UvBmEUliDUvQeWacHDl5U24oY3PlDJa8hvRxVA3Gj9fucff3RqdPeDvI2mscsxa4Qe74kFsOhD0MFIIqtYO0646ScoZNf5TuY1S35Hj5TVoUaC8WJCa0sttnyCwZphkR3I073HxqDS5dRwa4nqKHXCHddnaEPXvylmBjOU+7KcoUVT4EGQ2zdso+1XVEobjplg5KydUUYjR6MHFjqIxUxQqNKymWzPFSEKFhgt9lwbdQmNVtaZDTNwvfZDyHM9LIxzVw6nsZwoQ5jjMmJMc3g4wAUQC4RwhINiFhLjeVGkFM7ogLc3lSkcuxVCo4UKEqHWORgvheIYZ2uMoPGlV2psG6mqrkm+98CkkYPERJc0WKEdmvLTmdpYN7d30oNaps0DLYpqudUHq/Rw9tls7RVWJMv9RMWNIhB4myQ9HVtLcANTFZqPHxF+nrQsxyJ4Eo9GqC/hU7gIIEJV99YHWDTy4Ox99ZjIDgi1BRhMPbx6mg1oCnGhsBEuDsgcRi7YqrMigIEhW0glMbq4e9hKFhfIJBBkw/Op8jgqLbe9l283Uzq9gLOdlM3rCE7isMucBDVjFF5NuGgNZc/QcwkXNim1FeCbbW+0IFmkolS15kED6ygtVsU36qBQm0BpC1UResmGOz0OJO72ANRziEtQU/zsUBZgfIDbvQrx4W+qOS2KjdacEGom8HhglPtN8KaRD/WtqFReQi8oUViAZWXULYZApfm7dRBm7P0CIM6G9KXIYhZtkM+I7JO9+vIuYguSojrKexGzKlcWQn5fCHiNkhdmQdMGoCqyKKpElWg6XhB7K3kvdKZnJQ7g/QWRgfVQ8YSJ95gWqGDj+ubAYGirZ5ey6ALUMD37MLUAenFON1vaBJnHkeVhU1fGd+7i2ikGLLlXAUNZrJwxgafFosSYLvdSpUNJAm2xF+sf0NLtKyyOUVNg0C5DpOWG91Husd1UXqRRV1WSqeCosZOkaNgXewHNiP/EkOmCamUCbEu51g8pbB9KaPsThxHjJuhDfU8UBSDUpjDYwNFKsoh3LzII3xHOl5jnRkDcrVAU2pKG1pkMGQq2dRz9Fxd3G4Ly9LdSz4Yurzmdpri9S7UmAONwohVYT2oYYSqpcwCFOwqwiDqaV8paVbzV4+m1MIDis4n/4GZcmJCmtq7uZJCkHe5jZWVjisEbhAM+Fs8hmUIVHaptV6hcJoj7p9UsbpD6fwarvl5j4BWKPL7uDomZjKRlbTapWFlGPuRrNmSD5HtYTKjPD4UQyiKRlwRu/4K2vfAMYfGLUlryFDdyorHhNYL4pq9zDBPx5PMZKeDt4mF2NxEkJoymhqtJHNcArCLEV1sNU69oCvxiDQ7YwXAP9LOUeFywIMkIhbM9zQmYVNdVbOzFUmvDaAdYQjQ3R3ntNPjYcSCp6vFe1bCi7IM01qGVyTjAXjOdDYllKSMq02lYNtYWDYXRejNj4vJI4+igD1AE3ncLUgSIdyNM8irqfQaq5o2z5jtqelabxUg2ztJyAVT6qMdpJHdMErAEkWtJ6odWDls8ARoHk2mzA5xqTzYcWTjktAxpWr2Wvw5YsulgV7ywlgKuc7Wa4JeUB8EPB55MG/WiAx3fTUl2y7b3s9ux42AnVne5t6vaNp9JskWRlEOSqTvHug7TXkIYHQzp2uLRyqLpFck1Ps6lbVQVfZlbOlGam39cpyrxrwnT54RiTyxqT3mUb3yXhEa7vstf0O3I4PPNgZRFYkJwkJ/dWdElGDN6T5moDOqh2DfXxmbT9Sgxi0/6r95xtoNldOXipDkcGwOv7UaUX3zMvhWwg0tBBJt9YmN+17g1UPRk1vUhfwm1a90HKTts9nx4OP3hNa2SFXFTlolJLEA9s6wkzwBNEyRq2aAZkcrGqgvQiwB9aqvJg0cNJ/Vrqnv/+5lHKG8coB90ctDpJRHGcDegovWOlVOxxiNScCtWDHQ8zyGZkF2GS0VzJiiB3MMUqOchR849CTpUOdrBdrHpI5UoDlUG1x4UGIzgOoVDmCC33LFut+A27H5K4qq5peVGs4TWt8HV2IF9BDbqAlbCraH5WUOVUauiFCUi04mLLLeLvNgcfsz1zmypAyP4UjvBRcqqwYZrK9nHiFe9kTocrf1fUOvN7lvsgRceiYM/Dhvrp3M2yGUPyrGHVqRwA3jXcKpU0y0kMNnoxW0/CbI7tdpwHIDTYjBOnNqcoQVaVza5Xjx9esiNgmK2DZDgePA5CBsWJlRgvV89GDfvWeyGaA9oV5uuUD0kQUs7OQPNr9b02RqtgDn1RXRINzPRdsJMqSBZC7jtFyEeDPlQpBjgFxVhhyMPQ8lutC9ToTUnm3M0QC/SeJo9cLx3XtUXFmw94r0XMT0jQnnr+544pdJ0a74UoEEDeANRPan2i9uvNCO6koSCgdlrlo/PPR7zf3KROWaXtOd0w1VhS50RUcKGWJJfsJ3TgixPMBfcJ7NiXKJpRaKrQszP+XIW0QiTKc/IINWMtcxsiaa4DXKU7yva2Ov7t3UjUoRVA5UDmaJpOvSJONcZMscwo76PiR+GXhoc9DkatTPDy21Gxv8SYw2/jKFuD6k6HXVJ8WyKkYqWsWPmenMSgrQ42cOkCycgQyVJMEoNDAPY/JZ+NATii+nU3PRZXcWOCcRkXajZOxKKVDMJCLyzCFNpuljPi29EsTTFdVtu5vuTOIwLyPGUcKCShGaGq3ChsoMtmiNBN7GZ44CTSx0fliEboFaoL5sEH7HymTC1ETbD6f6gfT8E2v+14iB7wPNohGe9FnoYHYqFVoPGcWUgyUHymSTRUQi+BinxBZSj5c0F21kvLdRltKqxnvCJI8tLCiK24ccTBzI1Sjvh5CtNVnOasB+UJdLJRISetVtO6jgNshDabAQRmZVXh4rmWUEzEaD9WvJthItnukwSWkIo6z6pHjlr/qifQ2hJCbSSwJlR8kFLEttF6gfJZy/U9eKlGD1ly5HcAIZYHL8UAsrtddYR6+YF89rGzbgZ0GoVbdSQ8oMtei0Hl5EKskCvKD0vLnFiHQU8d/lRIK+d0fGU9YUDuvZtHDH/2gA+L0YNDsBM7TO1kAe2dWXTWBblBFC3HiJc3Bl31maPfEdVtjXZYowcBfJiSKRzDi0rDKfcR60+lu2cmwCfK+givwbqBA6Lr9+lw/lXkWdb7r7HJ7C53E3kMv7pIyIe5VNSguz1GPqXmOlI5dGkmecvob2PZsH0HVBE0PlN8qrDKQKcbJ2qmnVZnlKE5vFT4uy9QrZDkLCxaWkzVeqkObF1I6EUrVEeljbb/rFLhCRSSQyDhnWZ1iDYkEUtDcrmf48RuO0CvX3Vo5XbGR3mpEnctq6k4jUpTrJZwRUXFSNVBWlUTYgCkNMVKTL11YmttPOcLaEfhglRuEXUZbYgP5+4oxaAMvcJePpJIerFeZW5s5fSgWkNkehjO8ZJt6KNSqwSRbeiOl07ZgbxUK9qtAT7Y8jnrRGXVBanOcSFvWRy0wxTtiGur3xEbfW1HnHNN1CTSmgPead1rJc7RfBLJBd81Ln7PmD+9kBJBWPdequuB6iWfYAs9eNjJqGe6koclO9JG+QpyLzgQUJkVSpo7LxWldOqeqhpvEJqca4kELQ6gssPcRtFjWAg8CQbCqk6DS2AzrgZiBedN4kj+iENRtfDqAV8PAYo5dhb5mMjIrQPmW/WK+eJzQooI9VjNyjvOs6zIZ7WNVnIx2iJYH8NdIq/jtOLkRcdng/VK5dLg5Yzh7jnNFre61vheGxZHCeIFn6fqK1XTNDp5bQNFH1Pae251MTpCPFYRBB+5BxWntO4Y1Xf14RaKSF3fhMSa4QhilecdIkSVP0sohvr91OMKKjReqhFrvealDwlwOo/qDmcIPKKm1Rmss0orMtymv9M4KCrVgwnFFgutA4UgHeeuSMafvbFlAxQoOw4y6YNsiEur2VfJmxGHxBEHeg/HumpUvTzbSnO5go0DPrylClYeGiKiuuyaNyJgEigMdn2SDVajj/LL4nCEBTPVO5WBh0nFjV0qdktsXEnLzOnk8ARiT7FZ6zn9yIfOLqTuqT+mEqGwq8vHTpKbWer9EuEVuOMdIRV0R1xK/Yzs04GKAYOqu+GhpNXvGRn7kpVCzUXWOsJePKjankMbI292p4Zds6hfvGq/GyoL1CQMBygPIIfpzXI48nn4KOEsCJdUenjxc2v0pj4PJQiR4HSMFtWK6aPaobpopNTQTBHWUFsAWFInYjnnJLlilus5DARYhGjcp3m6enGWzqeMVl6iiegOlEHiXWf8/xuDTqbpUemrfLAl1l8aJf+8qAeNWjVXZpYrA32e9jOG9vZKlPOZk4wr+0VyxuWpR4uqnmoLyFXXbXpfup7ZHTkfzd/075UuTRlnephS5675ympb0JrUtejA0NZ4HmiqNAuxoNPhP535UWhqy/caZ2JYcerEfJx3iHsP+19J5mjRzYs5hqSze69Z6VeUVkNcwU6RnXAkurn/iv4YJdw1JcaV9bTpADaeO89EvIkxh4CUMGekHRX5NOejsWRrVHACIl73fGG9aDRkTcirOBxjgpdmPkT7j36O2dcI1OH8BoUQBZ+d8h1qZqiuoQXfW1Re9ao2ouCBNha59dLcbnL3t5i5uzMayjxRS4oHUx3oCU1cTY2pti7EsA0N1VBZoc4EVI4vj4eOVr36ZRszRVWEeqLDYx/tvTLkCNs4Rg1+a6EJLkYfb90kkUO2ZsWx7XIkPMVxc50abayXM+Pjd27cFI2xqsMk2XhkRYO/m/OFqbWB5oO2Dsqc7V67hjm1W46DHcbTfIzQxHiUxmLwrWFnlA94vi0Z+51Bl9L2ARPO1MW3Zor2DjB+g8uiSkm3rGaiqZVuKlYeuBw5rERIKufheGYmYtXsinRW43Bk1iphBL1grZctB9bgSU9ccUh4dK32GITVSkI9kM+yw2JhkTl9D0fIei1ymHfsRGqHS6Me0IonM0BAJTE1jERxY9RcDlX+bs/KjfMTzQAvGJW56uh7ZTBpqjMSumkVY1Un2RSQnewMKg6E5YamXD14Em3Fcws4IbtJGTQvUU1VwnT3nLIVyCttqOhBShNhGac8CPeUDVQykTDkz8qJ/zeabmfp6xIvPxCravS2s0fOMcB+GXbbgLWaQQsjdbzEEGdrJvBPSlgPOBMids39VRLS29FAre19rNLrAdPN+UHXOKDInFBHE98rTRAdL4T+hKlVm+Yh4oHP9Ryna3uPyXcTRB1DU7c2EZmYKQnHO2tZSIIIp8cY92acv3BeCsu0M71oXLLPKA3eCyTBTMyihURhAEujwA3xElNJNmTnODuiHFr/He1z6g6JbVWflHmZDXLVzdIMt5Fz/lZ7N9ogbv513m3p0EqWNKpSnLpkdaETpmrk1lCul0bqUwfRrnDrxqJdaewtadyRpk+JRIlkk8NL0bANNcpSm2bN/ISUTklmH/1zkmGXh/cIK6J6D7IUNq0+Qi4aeFAcUJnigWIDFg74LmIFgeM1hHNUsqiV6NpSNl9Va6VNBxWmo1dtuJs4NastHVtG7YgojVVV0CWi0Cov4GO7je8Tkpbf6Lviu2VXUTGgpeIFtx660mGYYkT1rfpxTXTC5vNRk10bHFzRqpprStdStKzmQV8ZtRrwEi2/ybfgGWIyOA6gmXThxeLE6loIiVAn3KAqE7Wc3rJCax3JwWFVhRnIEaOfOQ8R6LZTAAhmEjCwWBMbjz5X9sjve4wDaxsToj6/2dMm4DBJfeMou2GSqpso7fWR90I3FRAveo2mX1oJU7UDY68TFWdJUq32A6WFh1DRL5F/KroTrCRsYIAQi6pOyVddexPtG1aQowVJWh9YzHDQriT80LCqL036HvlA6a1LcHFDYzfFoRt+1pprTwf6Kkt4jJxRM0JN1LK70rUfuQrDwchLcNwCR+CIQCT0oVUOg6qajdM9RLlzn4rc2oCr0sJg23s56wMdYnGJlgdKYfXM65P2H1YUafaj6kPMJ6j3szTXZwavKNfAi5xdmnInJYlphRoV1YjfYeCzug51ZtnNctVO0o5vZNmgFXEPP34dnip4cGVsGdXdr2CVoTggRpQXKelUl/c0eCKc0HRzbGGanjAMVSZqoKX6aj281D6gMFASQLM7S+ZmyRzkW9V+webgIRuj1yJBF+INWRrEReYOG7A6h35fjZmAY0KKWOuUJKt7GDZ52dGCIpFoPDD7hdp4Hy+wusMzRduaXmBBZURj5tj+FgOrY1YpatKmAdYpAF1hi5mVRapItS1Eixcws2AC1Ea03Kh6qHUQbk9oLR7k+LPGWzMbqF8Oq7zQOWL2DbmEagCOqtbYOvGsEkAlK/Vda7B7nKnQw9GgUskJQRUWF2/DPFQdnqv7Jc1ZKERAE66c371mBmmhRCPFCjqdqdi8Zk9U67XN9VcRWmwHbMiI0xJ3R3WFydiSUjpNY1LLjyhE6LyUHSSgOrBWR7noHPF0tZKoyM2U+kz3uJh0aC23gVYS/D1aHLiEDxdultKcoFrjGo0zLU73LtU9Uda6qpiNDpL5+P9ng17a4Tf09mutfcauJXdecgNpImZdAIs23RIPZB14VHfRZoQNc0PJb2uC7EZ0t7WbUhE0rAhrCgPiWtMChx1OyRB0/Xc5O2Kdo6iouKkIWZXkLXRADR1WmmMq189mULUVvr/+PuzXOc3YKCeqRngOPEfVUcLMd1sMWogH0al8hYiSxbXK6Xm+rUwO6w5KqdxNUp5j/d624s9JnGwGysF4C1XM/oS+VvXBIK9UX4u4t6SbVm170S/QtttZ8j38PBrro0QuBjJz01f8uVrBRH9q7SwcKxizSGkvMMzD8OmUeEOrCZdwZyyAmT4zrNQsFks24PtsO3AJ7QDyKx8ndiQ+JgydEbZpNOWJrXJ+wEtGjN+qcjVT7Dp0YlTNpMqexmDXZ6n2aVBmrV8uu0Uyi2jFYmAV7KgRHnExRC03W3FMki7SsNUr2e5FM7Jz/M6yo0bZ6fsIwKN7/Z3EefVwttyUrGyyEYfVttdKO0hOGW27gihUk36p2upZbfXE8w35Ahuk3p9ihZsTfogVjvNSHxhrOYSYCxA7znUVFJ83MOWyZ/V8ju++sXrA82AwVLN08+q5Y2OqUZ/aBetBlUdM2xMWwObcEafVTnftrpmxy2h5GWQ8+AEd0kJimC650SoeDcWZj/YP+ThJeXOK+QaFmXgJhJWSSaWRQXIe7mes0hETOkl28FINFE/ogbaqUpXUrPn8cq4d1duXHbTveb/IVTdLZidyeCF2jRuDGMjcnrhvF6mot2962Gq0w63oBqxeOlsHueXO4U+rl4NVewcfk+VK7unCkavQ4pF/cpdUNUit8knVNkLksGUnidmEIJU5SUtVV6mYOqGi0oY0gMXzp3GJq1SuUxP60NUCamuGwMlgig5cKhKiHUxPot/hd1ZmBtQ7sDvkRVcTtWjJEehzqdwR0tN9eAMdv1b83UyZIQ6f4nyWnBVlHbXcWi3Okh0CpVUkFUgE5qzmcnuKE64RMjFJX4tbboq3MPD9WTYaJM0FqHBSPnjof+1Jyv5EK9U55aPy5+pU284ecRB3Cw5s+rtse4yjN5TDaeAGFAe3mNkKP492pCnWiMqvsSS7h4mkK7NEdaMSp1eMXyGO2qnSYWGsJVr1Yp+UDCVlWiU7pWwMeBbOs/NSSa2y/UnLXfDzqMInt4H4MbDFjJVA1cG/o3SskImbazufjXivFZ+/ViCVTfMBapOs5GN0YrRJ163fuSV0pvLFaGew6sw0aLzkAi/OWRX2gXMkSjCnbqpSKEwrLqtqFB911HWHImHj0L5XDJrHkAwu5oZkpY6/q/oqG3EYakemPioKW6kYAXJOrI3a6oBUiiJU6KQej0xVwvstTaCSZkobmNg4And4GLJzUGiv7j3sBzocAlvLaVQLaAEhRp6QACt3rSL5O2tOI6sqJU64s8MuBx9nB2JVOQQ4W3LauupSdYohv1k2h5lzFFx/VrmraaW3PzGESPetT777DnJcDXSKOvvhSMWMl3YMMcNDRSEVLzDtvjPlHVwKyFFVW+lgQ7IjTFd0s+z6QM8xQFbbAf9tccDaxrAbOx7Dgs7SWoGwsmZNtDd89DdS76zWMYCJv29LfrCmYq2NSifKi/lZtcjbWVUkBiamMabTQihQG1psDApDHSPMCoHDJLs3OvhVUdBafPmoJaUeFvraKRqjIfD5Fr+kl83I6TjFQgdUwQUxRtXX1o4/z86pgrGpjVbNvMq3NlQKqSxUD7iCFYyGs2/HI50GAyWLPmLk6vGtdr9b42lVnLDwhi1aOR4lu3ELMwXDEdLDcZKGFW506LRzOgwMNk7OigOSVz509Z631Oo6Ty+NZHKWO0gYVTEAiZ5HSP0B0Wqlhf1uMWglpgfsJOqXrr8z2g64Oer2W3uMg1zq0VN2iS1R2wAAIABJREFU6QBqKB8s4u+ENHazykFV+OmSNbISheSIAGklfDxzSh6ygrE+adJZETZOZwmOEbYqBpCrhf437Fw0fauIbTafd58Ob7V80BjBxh2jqVw5IMe26EDkFToBbhSznqS4Cfx9S05hc8NzonWKh1kVvyOfv1ZZPMBbkwavGu1WBhwK68lche9qXgYZn1ntJgRpcKYlquz43DOqU9o+dUwqYVYlW829WBLm0wtabT30sgbsNEW9+W88T5cu9GxQAhn/rOqX/KB6ewgrNgPnPSyIfFVbKddQdwtl1UfRGMfKTZLdgGgDubba4eKdghjVASauf0sVy8iLowvRDkPNHKs+TbyqNYXylWWv9h0h/m9auJQsZqM5msK1K+l2OQC2rjpwDtHp1h4l8WzHKDtVaFwTuvCe2TUzQ7rtp1RwuTQLpMXGOrdDDf6UF6oG/xsWKbnxsrutO2d7N/7yQH0rqxVdZOofX3VequszVCcOVbHmiRYKtcRKY4oytNyi7W6dR3qMneKX12m95jyk4aLxmPBTS1LSeCnMMSlBHL1h6JtSj/idsQow2iFMcfR94/DSEBe5RBWRen/nfHEaMN7yJVW0QVCydkMssDHzyppBOx36FXXEYAdUvC2dBGsqAlTK2LAtzA0hnnNyIE5H6XHwq345BlRopa3dkPOx0zljhVB1s5yxNdxZZspqZcf3Uhufwtbt6r1qBelCtOPILCYaKxek3i9R3qjhJ4XRrihE0lOD7At+5xhl2aEK2zFovLE+YsUxsNvx53AiFIowQHsamqIePaWl2ofPse0DYTlUwzBi84RNONzD71TbINUea3BrvWwHH/+7sp8iRpyPXspxRdKxE1FOpiTW3nQKda07oIRfaxRfwSoR8X14luh8QtRzK8EduzJ2M5tB1wSg1sySPyDsmRQv5I9ckNKuPHIo8cwsvpNODOthGrsqi8+gPv2awBUlrOxYIePV2Q5cNrXjYcVhq9gxWrwjdRDVwqXiWaMOwZUDT6PwU8WuNc5TUOasuRCFVTJa/cYgQS7ZPerPKR1sWXD+0Eaa9gnqj1NYxpBaHy/20nF2wob4M6NxoLt8XsbgIMPuyIBgV46u7BPvplxfxkM9egjtAy8lzbzg0Jr1SRFkqQJzK+XWOc+aVVG6faODH+ZD+KWtg8tdIg5DqsotbrYd2+R1IDAgCU1mYmJPN0sceLBeSnuMOvnKavAHtbjOU9uu7d9qjD+SLJOUdpZmv6xufS4sO8XLp+0U9/Mr87fkH1KqHQCn/co9/DZ0sVR2wWHd6+f2cQhNJaswaWKkGgfW1pOPUT1BTkM16hVfaozL42dSkhWSUbaGVmcCQsSva6MWAvDp3xBXrVwKtVHTO/W70TkN9e+InQ7/XuFoVdzzv3VsZXnp6yQnyN2wkr+F+PygTQdcVxr6tnSBemXgvzo1quZ2CkvBfG2OAdwx0ay//LuBxYPgh1uj/u452kmUBmZaINqnKOGLWm6uOSU6K+ul7HycBdmxrUcABlVR+i4tYQOuS2QiX7ZYLgzUY2UPSKbaq7EgSTryMPodC8IF68+DNQMPmo1yHSx2av6dzFCu6bBuy26m8sRHlZNahUCNNUdeQ+P+qm6WzMyyGbhO98T5V787dyCuQaqHWMxlZpbcAm7FYFpI9u1mJoHOdU6CGh5Tl7vVwmEGqBoR4lQ7cg8juvutvrtVoRHPBv478EGB3Nki9XXwVRtCVSXXjRYNG6sigCl6j6mNycYAaiw5gAU3YnThgMOAWGxJPNcsPFBwrOw+tAiO5w//2SBtbkMItz6fpb6uJpPqFYY1U+0XGihin6uFfAxgt0GuEv3IeLGXHYQX+s4rM8luWG4P9ZSDmv/A9x7adh913vWAajgbp5WenVWPDTH9R8faawtt+25P4tHNsTKstEXjf1MMsEEAkx2kNpNsiHXrz8X4OarkVg/OHlWgdgUwLVO+wUd/EPWBWYc9Vz2mJgtHhQ8JT7WD1WonVVmJwIkqAaftcqpS0S6GKFFTS2X9fdmATV6RZMzZcq6teiOE1C9UT0EZgBeth7EeMOACoj8NoSKFvPS9bu20SjCbonJJZyGg1Ei+MWqnoJBGTcigdOn5ZUOAzrnD81NlQrEaACxIxmfDLNk4x4ns+O6dx8VlwAfpn1rJMz6b4nXvLtNurgtSXl+oriHBG7kEfQ7EtntsuLUaK0YzUglVsbNDHi2hJf4sXVdVp4o2FRRoAeJFB2c0iq/aBymvzXHeJa2PtB5j1rBN77+I73eRbGRn4yBeUFM0VK0nKeg0q7p/FRc0cT3xc/eIIswGEps0AoP7acLsAaPOeGf0Y4oTpK/73bk5Sd7hsq077XJUycXLsGe6HA9epJzNlDPicopQH+GKqMohuakEfs33qZ46tQvxoskH8mxdkJzxlTX5rAj7WuWxVFYcorNtzCZwi5TmhC7pQDGIFmhRAqyWE/pski9RsrEJq66A64kXY9UvnII+AtPviD50Ps58VFrND0GyG4CVoouvQmcOvCcO/BOVWwsvWhQKmXkjHT+DWGqqMqK+1iVte2M9BqHGiZghbtDSAppp7YQW1wCmaA28qXddsv8te93w+NClOcX/BlOHhDtYmVz2QEE7WbogdX+Sdp+q8Yqa4qbn+LzD4VgPyS8jBowQr6x1E2lcmkva8S2hqkKxcst/N6QXWLMLqnmQlWwHYf8QWCGxcnaUN9ogav1QEt9f+7EUTlOGZtEx+CaqlFLFF/HzwyT5zaOUB0wXZ/x3eiEVK2hBzfEaq2Q6B+e4uLEg2Zrz81X83Y319ANJeK9+ttrdigqpYpiwuZU8NlSxHDy4g3HN26yxZhwSRY9DoekX2Rr49DSOz8UqJ6C/28cNqe+u7GDRXfO/S++AkBX/u7Xqq3Crn2tChB20rW9toOeSusqmd7meWNU0qLWxYLVeW04rQkIqejG4ma61IUJ29er9FjcnKQ+34InkgJsXLuVHVw4Xa0F1G5Qg9IxZrcHapeemViHRM8gEKfeEywzcHBWzry5h9kfRNC1IrdPvrrsTp34nHP5RIw+UYKPcwPkqgjNCO4qlB6m5dyu73oc+cg+73jOcHmeJ+vm3Q4hEt/oDQQmFYgMkPniy8ia6iy0tH7Bn6OlE64zWwjYcXXwawkLmsed7VUhbp5eV82GhqHAweTctdlrHmQ+qCxGniOzfvFfE4P+n7M3fpKivt+E/8r1eg8JMd1dVV3cPoCKIa2I2zWKMSxITF2a6a+2ejVU2lU0FNUp/lqqCqMEFcQMEREVQuJ8fzjlV1QN5kucHrm++wkx3V1edzzn3uRfNwj4Fd16hPS97N40mP6+lZiU1HAJkOagpwwwTTkTF3Ylv1fF3N1FxHupSSdhjtgMVIAWPHfq6w/pyimhCJbc9njQj6vKYTJxejUZMoQBtualTXXKeqzGZulvCvfQE57wzpBvfSQ16tfdA/j6qHAHJerlahnWTMW3xAzpYZiKF3khjJpFlqq68MWJNITByYWODZqTRHig4kYIfjOHwWNvjfALxgGkldKh1Y8I6u0x9nQk15wlrzETjyqog4Qedf4ZcHOVn2EckUazkZe8atvL1ZQJKFSlTGaskH3ZmH/Bnag8J0yWfd3mI6Dtt88KxI0WIC7LsLOoUw25AxWsmZIZUIiltFUOqxbBVO9DwByxyS1W5t6HISMvqRd7b1OGfmHYLEm5DIh1iZ/l8Xei1CbeXsG6X4QcRD/ViNv0Lden902OGjWQO96IxU0vJL6UzooewHYl9hiq/y558l5FYOKhSQt/jLrMdWlasjklpzf5CnUSXu44O71nEFkDSsbopTWReYMh0MBa2kBjPCUuk9v3y55H7yI0sUwWZAZOSVYiEydAOj+im4snlJ7TsdiIqNp0+H5xDVqWnqmSo+AkVUDdUrMSlQ9OJNVzOkegk1bKxzcvQdpjxd6vgBhqNgUYjUnAH3N3yv/MYCuqwONAfabb2oKmoxayXXkpRrR5DSDP8HHZjhW5AFGyxVXBj+lztPkFOPd4PdtIx7XAinghDnlZj0QTo8nUnpiZuKOteQEIfpd9J2ot2YIlVyM/tWmYXeRGL/VI9Aa1K0JHQl0UB3Y0pDVEOa3qPvMTnrp6aNG5kuIERlpIc5P78LXj8t/c2liOoN1ScmWrKEPWOBKinxNwR6KUbESw0kyj00uPwh8fLhKBOqNDqj+EGCuuGBnctKGzeprF+ZNBJNdYMNKYGtAhtp7qkL8mILgdIm8eiVqxxe19j1azG6j53+TJmJSJ0YDyPb9J2KDsChTVzCj97UWP1nClhmfaQce+gYkt4iWHqpkKzP0ZjlpZf60cKD21VuHuBXqvR11jTpy63O2TLhJhOdlH3+ZHGVN/iji0aP9uicdtAYc3sGNMvKNzxosbPZg1um9NYNUvvb/WcwqotGre9yD8zp/GzgcLtc2OsnhtjzRw9OB57h8xwWLV0Q53IYk1gcNuLGre/qNDsM3Uwpc9Kk5wqbR18Xlp74jaaarTn6cHq8LVeNacwPWDYKxLsmA94occGGtNzhv79rMbqWQ23T++zw4dDu+zUqu9EnAe9UGPVnMHtL5rqtRKeoPhaitZD4KE2H3YzAU0zFAGoccesxu1bNKb6lfJY4u7aiYbLtEv5vaUCPNbwhpQR7QcKt88prJpTuGNujNWzY9wxq/H/v2ixaovCqlmN2/oad/QVGsEYXqhoVA9pNyOYdS/keyu25RQmvkRTfYVVWwx+tsWU02yH36sbUmc+E3Gx4Em1zVCbQDOST+uH1Pm2QrqXfjY7xh2zdD/dPqvpftii8LNZhdv6dK9NvaCw+kW67rfNakzNUVPkBoZ3eLXXliV1ostUONnL+aHAqJqX5zRFi4VzO9aYDjWcAeUHrxtqrJtX6M3TvblmTmOqzwQPbsJETCkMGVGREzVR4445hZ/Naayeq5ozhzU1awOFzsBgNd+7q2bpnvjZFo3b+gp3zGmsfsHgtlmF2+Y07njRln9/+6zG6i0Kq7Yo/GxOYdWswqq5MRqBKnOlm6HGqoHGHcEYrQE1YmJe2U0k5U1X8a9JTf8RWjQHlp77LfR76staEe45keGsCzK56zES43A9lCQ+NxJImZ7LziCrHQAKHhvgOZFBb+k4Nj3w0EqoZyOnRZnSAKw9JFrnTKiwNjlOwolEo50eL0PUfeHbJhrdEXV93cDA6Y+xLlV48bDBWx9k+ORcjnOXcly6nOOrizlOfZHjYJ7h8f0GrUihEVLRF5c62QFIt9RODDYsKMy/Y7FTWbz42iSNrhtxPFnKJx+fiD5TDx/YprE0zrDDZHjyZSoQjZhfMyBISpS/9OUaNBOFx19WeLWw+OCLHGcv0vs/+02O02dzvPlBhr8fsejMK0xFdDCKWZLH9DUnMvjVToOtY4ut2mK7zvCSyrB7nGGXstipDXZo+kw7tcUOnWGHoj/bFP3MNm2xUxls1xajdyw2LjH9jGmtXd6ztBLqiJ96xWK7yrBDWzy228CLVMlO6nJXQrF6rICMmZYW8biYajSTMTYs0fXeoS2eO2JKXUUnFlyeDte1IfmL/P2AwQ5jscNkWHo3w8ZljQaLzrq8g2klNHrK3kbUmneNNIZvZ9ipcjx9gHj3ZYRirJhqx35JPD22Y5pKZ9hIzYsV7lk0GL1tsVNnCN40mBlVew9SltNUI5YjTiILYOoOW6lBMx1j/YLC6J8ZdvJ3s13b8nvZzt/LVp0hfsviyVcNNiwaOKFGM2DWBdN214YcoFNn5YQUzjJ3zGK7yRC/abFuqEslPPHQ1cT368Tks95hZpgXVQy4dkILZDe0eHiXwVZF98sORffTdp3T/aTlHrTYpSxeKu9Bi+3W4tnDFp2UUuGaQ4JdyteOLC8t6bWJKk3/phdk5SLXj4UjT6ytRp9MCf/8ssEreYZ/f57jyws5zl4s8NXFHB98meNAkeHxPbZkbvXiMbrxcbpnY2HfcOGPDTYvaSy+m2GbyfDsIZpqJIOCdpMKdyUa8ZuW7kdNf7YZi63GYLvOsEtl2M7f4Y5xhp1j/q6Nxc7y+TPlzz6+jwppK9L49S66z7dnFk8eUOW9SBocuo/EZkVs7UmDY9AKNO5ftFh+J8d2nePZIxnVsXRyn0jiVwp5cXiKo1hLQjW6jGx0E548E7I96QVV40uiQEIA3IHFusTe2pZ5RnD5SJWWBKWxVqLgzB9HZzjGTHocnRHRsDrDqksXzLM10PjlTo3sdAbcKAD85z83fixw5GSGuxc0phlekOxWwfp7EfHjnz9syp/74UqO+5ZoTKxby1I+LGG9vYgobW6osP14Vv5sfjqnjklwTzZA8iJiZrQCg/UjiwMnMlz/8f/+/oECxZkcv96ZoSmdZySLODqRDxX5f/0d//3PifJ/zx3NMMWdmR9k5YnvRgqbFg2++Lp6vZNncsoiYJzaHVa0ORJ0aQjvvR1mZeBzI9B47ogtf8/FywXu22rYgdKU6Vo+wwMbF/TE6wIFknfII8Rl2qBYIPusWu0Ewu5QeOrl6rU+/zov+eMSq+ikpsTXvbhORzSlR0kj1kjeshPv4ZkDGaZKrrxiWnGOKkpTFrb0+5zIYCrU+PMr9n//bq5TETtwMsPPd9HEJU6K3USXlEyBaJyBwW92WdyQe+tGgT/sNZgOSd0qlhNOZNGKLST/mCwOqnwGn1lnwqZzojH2WXvT/fK//rl4OceGrZVHUJutSoQ67As+HZmSkjsTaqwV+3WGLIXB1wgM7l4weO1f//05+uma1AGDJuf5CvvHTWkZ3wnovg/erL6bry7kuGdJ9lE8tQ80/rzfANf/78/R/8sz96/TOdqxwVRgMDhavf43lws+9HlfEZkywY8iWHN0+lmpO2hHCodPVrXo5Om8Um/zIpZ8vSxRb4MMTpCXXlvthAwHO7EuvcL8RHRJlnyoBN7mNDgJi193q+jF27ubIDaqvYTEE11Z2LF5VGnDmlYjNDkgkvy+Gxu0A4WHljQ+O5+XD4V8yB+vFbhypcD1a7WLywfD+FSOtfOKFXGsBo3ktNRYExo8/3oG/EQ/c/m7HA9uZxkzTygdWeqU2Bfz6AONXePqENKf5ExxErojhWU4sYbXt1g7sHj7/Xzi/QEFrv9I7//Hq7X/zv/3y69zPLzNoBnQxl6set3A4MiJ7L/fZD/xn1verJN/5t7IMR1S/KAX5PR6oUYr1PjtboMr3/PvuV7g4rc5Ni4zK2nISyKGsVy2XxDb5NJeNzJoBgZbXrP0e24UOHcpxwPLGq2AeOYtmQoTA29gsXlkcOZcTtfjJ35YPsvoO+EC4occQTeiSaPDS+RmrPHUAVN+t2fO56UIyeOltB9RRy1eS82E4a5+js4cpZc1Yo0j72UT72HbOMdqpuiKIlV8+t3ElrnNfmDRnbNoz1lMDwyelvfzU/W7/pc/574p8MTLGabn2I4grmwppJtvDgwe25Xhhyv0HV2/VuDxlw0afN+3+ZBYaXHgBllJKXV5Od4t92MWTqiw39rq8/8P91L9z/lLOe5arBxAO6HhPGzDDCoDP6KMAZo42KGWCR4d3m+1eZq+c5GbvxXPEX6iQn+jfhjw39uPM6wbai7+FXVaaMlToUbyZlbel5+dz7Fp2TCVm3eEgcFT+/V//96u/+/fb3E6Rye0aPUzbF7OcPk7fs/XC7zwmkWLQ4Ga/D25YkvBVMxOQu/rvgWDry7k5c8Ojxk4A13SRCXr3E2paaCIR6Jm9mKDXmIwkxKU1k7JLddPScXcZVqpn9JebiYwWBuQ6Z0fjbF+dCuMv7uJtsiMlwt3us3MGpLVS7KO2P0aUOCKZb4/UQTf+iCrLuyNAifO5Oi/YfHoSxnuWzb47V6D9G2LM+erCwAUWPyngdPXpVBHjIzckB7G5w5Vhf+bbwvcu40uUifUDHdI92/Y80KR4Cgw2KGqwq8+zsuOXGwqxKLY6WukR7OJ9/XFhRwL71g8tsdg4zaLX+yxeOENg+x0XhZYoMC7pzJ0E/F/YTpjYPHozgwv5xaHigwHixyvFhkOnMhwMM/wap7h5GdZeQNeu1rgnx/R3x3MM7xygv9tkeHQCYvtKsddCwWcAdHnqhBnjUZo8MJhO3FDX79W4Il9Gm7AHVtI1q9kSaFL3LRKnqLi2Ig0Zl+vCv/Zizke2C52BxnRKBnj9yKNTQsGn57NJ4rODz8UeOQlBS+o6K4zMaUe+clxtEdkv9uMFZ58pSr8p8/n7LhZ42nz+5LprMnqZbG8cCON9bHBv7+YPHzGH2f0b6WR4KnSrS1bReDnDsiOoBlq/HV/Vfh/vFrgn6cyvHIyw8GTFgfzDAeKDK+9b/He5xmuXKkVEhQ4f6nAL3aQ15AXsT1JRE2Rnyi0QoPf7rb0c9cL/HS1wOP7qOMXfQVBd2RNQl1fJUASwz5K7KKOz2HIbr+t7t1L3+Y4ciLHgazAgSLDwRMWB4uM7r8iw6E843syw5ETGZ47RJOw7Mt8ESixeZkEunhCiWXqqBOKapQnp4C+jwOFrZqaG3SwbHs3w5/3ZXhsj8Uf9xqM3srwydnJJvHlzEJyO5zyOdXwgwzN0CJ+My/vyzPnc2xcVnACVZI8vMTizqHG1ncyHC5yHCxyHChyfoYyHChyvP5+hu+v5OW9+uGXOV7N5frkeJWfuYM5Xbc/7jVlGPxUonHsVHWgHT+VEe0yGbM1NtvUsL6jFOYFGv84YHGDr8fX3+R4eDs1h17NZqPNZAkJMXJjgaCpiPcStkov9wq8Y00I8ulw4e+GFHrT5R3I2uQWCVx3dDdR8RY1YaS5U6uYNV7M5mIpmQG5Iyq05KCn4QQGf9hrcfWHqui/+UGG3lBjelajyZv8qT4tWO9f1njvM35QbxQ4eyHHhhExACRnUkzNpgON5w9lwI9V4d+0zaAhtNKAD6bQktAhJn6sk1AnvHNsq+ni44wZL7bkBPdijXY0xt0jVZ3INwp89FWOh7ZrTG0xuCNQmE4VpoZjrA6IPvnqSVs+aD9eLfCnVwxaobh2EpTkRBrNgUJzoNAYaEwHY6wONNbMGqzaovDsITPRWW/aptCaU1gzULg9VpgOaRE4FShMB+RySJxdEpD0WPnYHFi8nGeTEwQKpG8ZtMIxm2GZko9MXHdid3Sjip3gJQpOoNE/YmqFv8BD2+je6PKCWGIw25HBxmWNT+sdP9/c8++QmrfHfjS9dEx45HCMTkRh495A4en9k4Wf6MCGrR0UxDFULC/qBl1eqtCMNB5etvj227w6+K4X+OpSjnWLHOcZEw1OmFsuP1idmo2ymypMBwbP7Lfl7/jm2wL379S4Ix6jFY3RmlO4I1SYSijg5tE9Gvr05KTx+omM9BLpGE6imKJH180baPx2r8b3tcL/p70GqxmKk/dG5oT0XTshMbLWMmQl6m3JHmjHGp1AY7/Jynv3xKc52pHBdGDQGig0A7oHpwOFNYFGc04TQWGgMT2n0exTsS2f98jwxGVLFpEXEoxBWhQSHflzBq6Y3iXUaP1ml8GPV6sCferLDA/voCVro2/R6BNBY9UWg7uWNeyn1YF15fscj+029AxHlfV7OyEBXPC2nez4l2jhSjAUCfdaIdWZ1pxFs2/4f2u0+vTZe6nBma+rxjM4arFm7jiafYVGoLAm1FjdN5ia1WgMFNw+Q7cjheZwjBfeqO7XC98UeGi7RjNiGDVlMWJo0QkySoZL6B597b0KSXj7VMYqf3qmqgJPTDWPv3OhshKdmY0hR4ozjjX8eIxuTOytHr+WBL+sjTXWJoqWu8Nbsno28Y3EWF1JyTIlv5vCyXU14jM+LB4urVhjt61uvC8v5Ni81aAREhxE2P2Y4/4s3DmN3+/RuHq1Grv+epBuHPnd1I1brI40njtsa4U/x32LBg7jXm4kfFWLJkuXicpIHeeOWuHXH2XoDDSbM5E8v5cQXfNvr5qyi//xWoEnXzaYmtPw+8Sy6CbMgU4VnL7GXQsWH0uniwJ7M4tOMCYuOhtu+UOOU2Pqoc/Xy400mn2NZw/UOutLOe7bRhOXw4etUFMpZ3hc2i14EXvUj6hYdBKNE2fymwr/sQ8sWsz+kO/Ni0RhyNTNoSndA51EoxFqzK4o/D9f1vBDoTEqdJg258caG5fVLQt/cSbDugWmBfI465ddCbEdGpGqoBXp+NkMb4bVxt6ALA1mxPKBqZLC7JoONZ5ZCc9cL3D1hwKP7WUudkjdoEAHLr9+L9Ic/0dQy1So8fSrk4X/l7sMHPbX9/nwJSiPGCZ3LSq8/3nVMHxzOceD23QZQdnihZ8fGHizBr/bPVn4H99r0eBRnZovOswlQ5fYM7SzIutnA3+oy4UnLfYVXhao5wbhx3fFNZZZqEqRoxAjWokudQl1619qvHL67zWWXDlxJXTtvcDCked1QGhAK9LYk1VT/w8/FHj8ZYvpATP2ZHGfUrM2PbC4f7vC2UvVc7RbW/jxmAJyAlridxONVqQRvWknOv57lxk/56ldbBwkdF7sxQk6oqJ4z1ARHM2FPzpm4Q0U/FD0Dfy8sV1Im5mAvUTBjcd4cLvG15eq+73/ukVjIAweql0O7426fDhvWNQ4X/+ZNwym+B7uRjQddGMOtOH9SS+Qok+/S6JsuxHR2SczVNjiI+TmaMgEnVTBj8dYdyuoZ1VvUymm6UXCFlClClSCr0Ug4ckLJcKfpingxJmq8O/PMrQCcWfUzHenG9Xl8b0VKqiPbXkK7rUZWsK/j0057rdChReOVMXhm28L3Ddv4QTEfy99eebJZKzD7701VGjGGjvqGP/HeWlfTN0kC10ChX26GuE+/Cov9wAuP0BiW0ujtkVrYLH4bnWonDyTY92I6XbSZSa8gAkM2yWY0i2xNTB49pCdKLCbt7FbaJjRIRHR+Ec0QVN6e9DhSDeOE2lsXMxw6XJRwU/8Oz/+KkcvNaX6WEQo9QyCKgqR3lcj1BMY/9mLOR46RbLTAAAgAElEQVTcmpF1N9NuO4HlxarGxkU9ifHz63/3fY5H9zDdTX5OWAkxG6ZFGk+9Oln4y+VuUu17ygzmhIRbM2Hl0Dgd8FSH2uvz73v+dYPp0MAPieom1h8dZmF0Y46aZJZRK9L4yyuThf/XO0iXICp1P8r48KbfNT3Q+MtBg59+rD773w4ZTAdjiMGW+E1NhwaP7tEV1HOtwJ/2ko2AqKKJ1khCyW7AXu48jbmRIqfMIQemcKfpRDWM/wbdi70hc7hZIzATav73uvwzE2qmYLPvUMxTncA73Cj4UTVx9WJVFhwvrULB3UhhZmRw6suqiP/z3xlaEos4lEmtYiV1Ew1noPCSrt77qS9yrGU9iehx3FjDCTTSNyc7/vsXeKmcioOr5WmRjedkD5lUteuueYPPah1/+KZFO2Ar7UgmDF3uLJzI8PMvJpUKxz6oasq7pzLS5jCsQjGQwv2nKevvh6qm8tLlAvcvWZqGOQPZL3clIn7VpZ6hzepkf5BxzC0l5a0NiaHXjSVCtnqm/aFCZ+E4vCHZXa9fULdm9bRDU/m9J+xMyGHAa9nysyN0xchQV8YUTnegsXGbwZcMk9z4scDzhzI0+iyMSarOx5UvgMfq+XeqCzj+KEMnUJR1GjLDJyXDsRcPmwmo595l6oT9AQteEomSI/EMSdBpKbjzeO01Ps7LjsVndV87ImOz8anq3x08YeFEdOGc4Zjl8nQql1FrA4Mn9jG8xR37+iViqrRZAUiHqUSq8UGV0p9WPMbfalj6OS78TV5qitd9KRiKiR7YDei7cpjK1Uw0/vByNoFLX72al9fqke22hBu8yDB1luIru7G4EVI3Q4egweyRFYV/Wey1DTcEFq2E9gEbFmzZ8V//saDFJRfehX+SuE78mcitUrBMi1aoJzD+T8/n7KjIk6SwtpJxzVKkpr9gEoL+pIK5rlzJaXl4o8D+3KIRinKZGCjdlA3wEhqH6RCh3+XEY/z1gJ7s+HcYhh1Zqs8LfD8y6A7pAL530eD8xbzEqrcdz9Dqm0rAxhkOU4nCb/aYycK/j+ASivxjKIzhrl4g3awp2VGicxE6sx+TqGqy8GeYGdHB2o2oUPS48Hdict9t8dRAFExRiwqzr2LJuaWYSOqAWH9oSLxnmyegjdsMvpYG5EaB4A2DqTkWIrEzrhuwBz//PjdU+NMejWtMnLj8He3wmjwh+ilRepuxQfrPyY5/8zLBHTO8q6FQHMa9+b13WOTlxgaNRGPdopoo/NExCz/ge2AignU8YVPjJ/Q5pkOF5w6b8h775tuCyCYRM2zYpsZJGDoPDI6+V5E83v4gIwFoTJ78Poc/VYFRZiJB0BPCSkTQT2s4hjt/HDMRpwEyw67N0GUvYc8jzvvtxMcxs6xuLeAqMx55ueAm4q/DzpUx4eJtxtXdVLOPBeG0P99pcflbuhDXrhb4w16LRsDLKIZhWrz8bPHGujGweGZ/XsISH3yRYe1Qo8VLDhJmKLQihS2HzATUc/8Sb/t5edLlm7HEr3nZ0wwmC7/6mHJRW3wYkZ+2wfqhwfufVZ3K6G0LL1DwhrqMYGyzKRMpZIkLf9+iwYVv6H19/32Bh7dLRJ5i9gpPTPHkwqYTazRjg7+vKPz3LRuyC0hV6d8jylg6DCxmIsNh8ySGm4oUhu9UD/17n/HSjAvxXw5aNENhPDG9MhAVqVByqwPACTVmb+r4yRBMineb8d5mrHHPgsFpXtJduVJg/FFesrdOfJrzZ9V8eFbeLe3Iwh1YPPVytbj/9FxOikpZ6iXCs1elF44v15QnsrsWDL66SD//ww85/vkBUwhvFCg+zSnNKaVC2uHOussjczdiMSJPUM1A468ygVyvHZziQsnxfz4vNyV6c11s8K9PK0rr6yez0rmSRE2UlOUkGo/tziYK/xP7RaZveXwnE65OmKE7qJua0WfuMMuldPaMDLxQTWD8Jz/NsTal5ojcMxn+YBiALMlFQU5YuqhT3VgRc0omYj5ovEiVtsBk3EgQsBinuQEtrr9nZtmNHws89apFg+MuJe1L9gcywTmRxsaRpYkV9HOP7SZGHpn+aRJ5hmaS1XOuwL1LdG9I7RIvMDepq255wo7JFmTt4gqM/xhN710+GNu158IZarYXMUT7DmmnsGmrwtmL1R4jOGrhDHQZ7ym+ZE6gcc+Spn/Lr/fcQctNgWWW5LiqdwKDyQEfk7GhH1YeUE6qyaYlqXz8PZ6gZxKFOxNF0ZXJcaxlqKk3Mjd3/KtYuStGTkIbq9wQySxM3O3IbZAsXZ2E2B6/3m6p07tR4NvvCvxyt0EzGhP1Tzi5MfNcYzKfmh5o/G5nVnZJH3yRY2aeRTcisIkNvEBjy6EVGP9WukHdES/t0moklMQtP8rg9A121Av/RzndrMxM8mMLb5BjXWrx0ZfVl9M/ZtHgzofsVXOycg4lcWwMN9C4K81w7hL97ivfF/jl9hwtZtuIUtSLTJkHTPgj6SScaIznjuiJwv/Aki3NvDyBPLjT9uK654+p/MVDjTffqz7j4juWOgwuAtuVrbI7E8OpQTnxwAN+YGIWeEUajVDhxdfMROF/YDtbVySmhOFIRaqxadGUHf+VKwWCNywufFP9/7/aSfRTybV1I7qf2qFBs2/x1L7Jwt+JRLmtmGFWfV8d1hw47F7YCiwefak2dV3M8ddXLa7+kPM1JfaEz578XkrpZd2ETQgDynOWa9AKFZ45eHPH70qHNiTRosT/eQkHbvd11dXdKKA+zNAbMFTAhz3BJgq/f8lOFP7H9xGtj1TJNL2SUVlW0mHb/ExUzq/8fAqNcWCw31R7hpOnc/QSWrqWz21AnPNWwnh+YMhWI7TljqxVHrS6sjPmYuqFGn6UkWFgQrBKO+SI1cig2c/w5P4M136odiy/353B7ZsyxrUV058yASwhh9tunOGlcYbDRYbZ10nUJjYY8jw7A4v4WFX4z5wrsHHeohlaNFPivvtC9GASRJnkl7DlRWBx14Ke6PgHxyyacxadgaVrH1Zxq2XQT2jKICkvoWXu6/+quvjsdE7XiUNmhPreDBX+cUSXjcj5SwU2L1reiUyyKDuR5YOcij95SZmalxRboCRj9OIxZkaUF9JmPN9PNNamY6yPFbojsnlYF9N9vy75D9GL4q/tCZWLuwzJIW0Muaj2M3RmyUxLsFcn0vjlTh5feVT75S6LBlPnSpFRotGKOPw5ytEMLe5dsnglz7HbWvxxn2FraFXpBSIFL1B48YitYfw5HtjKi495FiallfVAJ1XMOiKoaiXU43HnRxYEtIHvLmh8+FV1M8wd1WgxxOWOyMxKOkSfH0QnVOglBtvfzfFKbvHcIfLpF69vLxK7hIr91AtMaZfQiBT+9nqd1VPgwa3kPNoJxbtIOM1ZbTEpYyCxLdbNm7LDv/FjgScPGCy8U+0e/nmKtAszEXV7Dl+nnnTNgkeyH9JNGP+lHA9vI0YKefVo+MMxx21qYvXwsuza1QJ/3G8x/qi65vNvZ2gMeGkZUhfTZAzX2ZLhqT35ZMcfmvK+c7hzEg98yZ9tprTAb81ahK9VB0fxaY77t1p8dbF6P3/eR1zmNluK+Ex96yaSjUDfzUyo4UVjPHNA3VT4vYCU5TMxQaH+cMxxjPTwtgY1cc6NAuqTrHQ3bcUyvRAT7bGX8lsUft5DJOS144zYDoQP5NLQLqqKgGhdPN5ZTUA9n+bopRYNNoPz5zIyRwvYHpwbJPJVIkvtZpKVCXziLy/kjfK1I57U5P6ODBocGt6atXh2X15qXa5cKfDrXcRzd0N6DcrLtqTGTTQ8uR9jKq7NATFqxLK7srvWaA4MonrHf7bA5qFFKyABlTSvZO2dwYn5M8VCXKFG4q7FFYX/aI5pthUnCwqZrGTZbko/HUn7mx5o/PVghdtf/rbAw9ssq/41m7cRU+z196tn8dgHGSqffHaHjXihHmV8jTlGkT2gCKoao5dShy8eUL1UoTcaY2bhONYOyY+sm7InFvsGdRnWnkn/A6vHj2m09BNbWdLyyCFdrly4FvOT6USmru/XtcL//ZUCj+4mmIUwWlUaN3kJeci7nG3qB8TFnhqoaiSM2ZsloYvT7Fu8MEHnzPHgMnUbRONiwVkqTAgZ9cZwQoWd45WFXxa21AW7gcXMvK0K/40C8ZsarajK5iX8TJXOiV7Z+RpMhQZrQo0mM5YoZH4FzJOQ8VUvInOwHhf+Z2ud9bmLOe7fpkuLXJffX2XxzO85rAzq3EDjkV22FJVc/q7A5q0WT75iyi7j03M5NswTvi3hJeJqKmlp4sfipwbNSGHLio7/oe2EI7sMR7RjzdQ1hXsWNfH4QfuF3+wx6B815TV/7zNe2PLnIQtkYtU4A5L0T2D8CXs3xVVXK1GNpFqkAtVK6DA6kFXf715LRcCcrgll3iIKL6W6GdZ+MPEgMmgPeZ8UajiBwtMroJ5fbKfiUrIoRmzBEJAlQW+o0AonC7/+JCM4bkgNSSfV8EYa06nCb/dOYvx/2Edy/k5ky67OZ1irVFen4rVE/i2U6arhc/C8F1nsy1ZAPQnRMyUStcWNmD+g57YjB1NCVEVnnuMsI7LuaDNMIHbpncRyh06vTdOX8P/HaAUazx9hVfL1At9fyfGrl+hQchJyaXUWqBGStDPxGvKETcP01G5kuRZpUm0nhjv+Go//HCl3KSO8uj+8iCinrXldZvcKbOxEGusXVkA9b+Ro9TNqOPiglvpTkhkSEf7JJG5wz4LFVxeqhf7wWIbWIEMj4c8TamzeWsE8138s8I/DlgRqPBEQpdhWEzw7bZa5GqEcDAJ5MXVTdiyp5mQ3clzoMN4vMbQ+Iya9W1o2dDeRS2ZKHWE30VVCUsROcrw5FgsHj/mh7UjDHWg8smzwDWP8P/1Y4C+v0OntpMxKiCqKZZc/pMNYcy+pNvDkVknCoDZ3oc3Q4PmVdM6tdOB0oiq70xfPeoYs/FijEagJVs/4k4wKOZ+y3Zjw17uGGu+fqf7ddmUxnZCJmYQoSwqPhDZ3Y1o8iXlZJzLlteoy130mUujFx9FOx2zWRAXPHY3RSMfEVqoV/s1bNZxIld7iYnXr117DTwxcDh1vRBr/OFIV+VNf5uiOMjyy3eISwy3ff1/gN7sMCYHEvTSuHZIpdVZdPkyagcYLKwr//VstWtxtt2Iawf2AVLMb5iuM/8erBR7do3Hfki4bgas/FHj0JcLJxemTrhFNTU+tWO62ubDJwtWTcZiX651UwrTHmBkq/Osz+t5u/FRg9g2NqUBhf151WUdO5mQCFjKdMVK8r5EUJQ2PXSxbA4tnVtA5f76DVZgD0k9QRCJhrh67ok5FGkfeqxhqxz/M0ZH3LwZ4MRmpPbrH4MqVvLbctWhFYvVhSiVsRxTzXBAlR7aTMj2TLU06XKT3ZZMd/7p5IRYottBWbO/A11OCclINf6Tgj5gYEXEKVCzsNHYiZWpoh3nzvYhsW6Q2OAFBhLL0vPhtjnsXDNp9buKGtHDscQPpsOirzE7mz+nL63Gj5IUcXB8pJG9PLnc3LdP+yAm5Ix+wVmVIn6c7pEIpilg3MrhzBatncCxDs09L4c5wXC5ZXf7uenVxKzdMPUY6Dpyorrn+JMdMaspnvxFqPHu4Qiq+uFDg3q2EJFAKGC/X4+o7FevudkyW5pKZ7PIz0Y3p+yRjSbonBJZqx6qCjWS/EZHXf3f4HxK4KHGIClmPsUSXmSji4NhjZkBXRj8eWdy+wb2LFl/WLubobV5gcGwYudWJiRozO7iz8aTwx7XNdmLghySVbgYGz6+gc9671ZRmWH6Y0XjHVCovNnCHBp2hghOOJ6Ae/UnGJlLUsa2NqPPpJRrjD6t/986HWUmlbCf0YHS4i3fY8rTLy5ROoDlEufZgRgqdkCIM1zJ7pjTWYqbKdKjx98O15e6lHPdvI+2BaCa6sdgLqzKouRfR5xMHy5dMVeRee59Mzu4c6Wpn8VOBLa9ZtBhHliWudKEOh293+HBpBAYvvJZNFP4HttIN5KQk5GuHBp1ZC2+WC/+5qvD/YTcZQ5mPqw54+V1ieXUiDZc74ZlQoz3Q5NUzgfFLx684MJs6xHZAltDCMPMDhZ9v1TjPy/UfrhR4bI/CVDhG/1j1O//9RY67RtzFCbdbxmsZt2PG4wcGf3klmyj8D+0yaA0M/FkLv0+7BYcLovi+tyMN/WGF+R45wfTXmDs6npK8UOOxOp3zaoEn9hq0WEwnZoF+qtGZJ1ipG+gq0D4Z0/WICD7pMC3Zi8cTUM+JT3N0GQKVtLxSqc3wVpvDjKqmju5POgxJq0CQG4vE5LuQ1+ampD0kzLnd19hyJKsK/+UCG0Y0UQvl0I/YKiQkxaqX6jLXusfhKW4qVE86AByBXEKN6C0z0fHfu2QqKC3MyH455OIbqZJC7DObzQkN7hyaCR5/eIz0CCKKK51/IwNnSJ2+xJeKS6YfKbSjMf5+oGq6vvk2xy930fXyI7JQfqO293n9/YzplfydJvR6nZiua4cZT34oh6Dhzl1xrgZDf4kwqqjBFLhW9Et+CR3x9BMZuPO3ClvvbuJtvWzvGTeMyBmvxQuGbkBmQOIpLmOomyi05zWKz6pR852PMvbyqW56n8f7dmjQ6VtmDlE34IvLHk8dzog60V5EVg7PH7YThf+BRQriluD2ZsoLtIFFd2Cpqx4S73nn8RXKXV6aiB9MK9GYjmsd0/UCX39TYMMCYa9eqtCel1OZoaiEPTN4Ae3wROMkhkdjYU7QtRIarIQ0+KFFq2/x90PZROF/cAfR0sog+KTy+xf9Awnq+KFNNLQU2OsF5t+mg9KN9QTXeF9WYZ0UKKMrqwbBkPkma4Yac0fqhb/Ag9toMUYS/jGP1EznXDIl1HPtaoHf7zOYmrMYvF4t7t/7PEdvRD4urYQe7JnAwO/XlLKC8XOhaSem5PJ7sTBBSHjUTjW8QOOv+y1+uiYsjxz3LpLtwu/3VdDjN9+SutLh6aHHS25hmlDXRd9LI6p5B0nHv5Moh8Juo2QnzVMT0fjuHBqcOVuUn3f4Nk1OXqxpsS9UvFTjsRV0zif2E/TSY5aSQITOUMEbjWvQj8AvusSCSTxJjrP7agLK4kyOzojpxLxb6srOiuEULyGti8f7KzEM86PKBbR8bvn1y4DzuJr+vITfe59owFXhz7FhyaCRiAMlNXxNXhzT98BagOEYXiIB5aZ0UJV8Xo+nqvCtGo//HJs1xtRMtFIyrpMg+3akS4sLESy2AnMTxh8cs5hm8gAFrsh74OVuKhqAikpLTdcY9yzWDpEbBYbvEJHCCTQ2LlYkhxs/FfjbYYNphqRF/Orx/VdqNSKxfaGJgPYLHPUZ0vLYH9jSzVN+R5vp3h2G6p1yQrFkH3ErjH9Vb1N5srgxLTloaUuxXa2E3Sv7fGH5y6ElFy2imvGYMEbmUv/wQ46nXzGYnmPRUMyqtFjsaoWRYsoxUlgsVQwkndiN0OAfr00W/s3LdNL7fNK3EtYhhBU26iSEvda9esYf5WUBrfJcyZjs7yKm4od+67sZpraQmpik6sQUIIy0CnR2GH+m7i9DJ7Rlyn07IWy89C1ns652RAvPyY6f+MvTPAL7A8v5pwQrtGI6iMVPxQs1Ni4ZfH6+6raffJkWUdMh2SrLDZmfyYi/HmhSFDIU1uYuTx4yN1FoBRr9w3qi4//5Ml2zHsM0YpvgJmTIVS/8f9hH/koPbDe4+E216PvNXoNpLuhdjodrDiyerNE5T5/PiaUgXSk3JI50PSlRjTuRRmegsfR29Rnf/ZCWo15osXHR4IsLRYmtPn2Aino7Ieteud8ky6AXEjzgBgrP3CTgosLvx6K/EBEiHciNUOO3u2vGaz8WRFTokwinwws6EYg9tmuy4398P/m0i2K0HdLD6obMgkkFWpP7znIsI6twE41WaLHPFFXHf6ZAZ0j6DZ/T6qTAdFMFfzjmUCPFzrT0904iC2VLalIWukn3L7sgWby6UcaZwRaNvkV4tLqfL36bY8M2xXbcPJFz80H8coYupYCxvqArXWtMkx9NiGM4kUZ0zEwU/s1S+IWAwQ1XuafkpWybIWF/oHH3gsbnK3j8zVC8yLIJt16PLa9bCQctBaYM0HEji0Zo8UpR1ZcTZ4j1NNXPCOaRZ/tCgTvnDaYTAy/OOKu5+j4pV5lhYBZqisK/FVo04owO2YFFp5+RKaZ09bFAo/xcMv2zHZEdjZ8qrE9v4dWzqreJKGe1BRxRlsgX2o1yOFEGJ8jQDrOaNSyfKinhpn/aa0sqF26QbcOjL2k05siEivJyxU2ushCt8nKpK/KjislAFgIKzx9ZWfhpiUcLDuZTx7zcSEh40eZitlNPisTEyrfc1Ef0gNw50hNw1fdXCswdzNCczbC6T/xdwc3ckJbTzZiYCi53HY6MqTxeevI6sWZmDvuhRAarI42/rLBGuG+JOfdy+svrRMKGqBZOTqDx2B5bCl9oYiDVohso/OXlqhv++nKOzUsK7UDxmG54qabRGZkyMcyNDaYjhdkVGP/Dy8y0STRRyQKZYjQ2LLJXDx8+v99Poql2rPHuh1UXuvV4RkEjXCicmFS1T9Y6/tPnc7gl9ls5rrosWCP9hFhCG7z9QTVKv6QsYb2BQS+ysJ9U3/vyOwR1OWwX0U3HfI/Rvd5NNIsFFZ55uV74c/xqJ3X4ou71EkkvG8NNNaYTjQP/ql7rk7M5Zka6ZKZ0o8rLvhka/PYlM1H4/8ial2bKNgp9C3/Wot3PKLpQGCCRZgMwCtYWc0GX90z7ax3/iU8LdNMcrZBjGcNaWDzjxp2haE0ypiqSdUd3NEYnHrPuge/hkn1iy3uYRJ+GmEORgfOiRfxG1f1evFxg41bNezLexQVEz+yN6FntMH7uJpRBUEWCMoSRCFFDoRWSz3698N+7RDsxqSOSoEUOl0TAkB1Lj5u9lRh/dDRDc6DLUBfJS+70M/hbaLcjEz2l/RG064UZ1gQZ/vQKP2fXqcH5xTaLNYHG6+/XBKFZjmafJjPRSzihhjfIKCi99mxLmHqb0ZZmlMENc7SiHE6QEfuId3USXDUJjRIk5YYEZTuxxswt3Tl7G+FHLKxiLFE4pG7CIdiB5SAIDTcZ841guethxW9kcOy9qusHyEJ569jg/h18evWZkpjUt+XcDYRyo2l0hrTc6kQKzYFe0fHneGCRLA96EeGgnZQwxC7DJCL8aUWTXj3qY3KXLIORWRXpJrR4i47V3DlvED3y8MkMv91p0B4oTA3IxKwVExzVmqdi1OFMVC+RKDTFvke64t3HhopaQg9QMzR4tl74L+W4b9nCnSP8XsybnKEhet+QdwwJfdGNUCM8VlvofUYFpx2Tj9F99YX7NYJgGkyJlI6ARlm+2WIaQRuhwZYVyt37t2k0mJnVjRVZvjL//Z5FNcHqefxlgi6afYO51215L/z78xy9lJfyoYWTWExFeqLwf3ou51FbwRtyQpjAK3yAtlkIddfQ4gy/7o0fCzx7iNXciUEzUBX0gQLvnrKlmKkULcWycJeOU2Eq1BMd/6VvC/xiu4E3R/sIN1RwQlrcrR6QCWDylsU1PmBxvUD/KL8WH4xtgRFSwn1/t9uuUO5aNAeUMufGqmRfteQzD+g+IlaJgTMktorPBUKC5yegnk9zdOMMzoCC67uRqa4lH1rtEe9LIsnTIFOvngiian+qLprDRhKaHMm+gpquZl+TXz6/hwuXc9yzzFGGEXvlhKZM7fOTMZMjaILrRmN6lofUuAkkIhYWzVAjfnsF1LPM+oJEhEwEjTmpZkxcrhPrEyKF9SvpnMeIek402YzZc2NiHkVcqwJhQtE1dxKN1kijOdJYP1+zLEGB4ZsZNszbCTbPn17miXMgy3taordSQ1Yzowo+baWVmSAxizKarMIMXpijxxYYhNJYpmLzgpcJGDJhOTFlnXRGt8D47+htJIdNPhmF7khLFroJmizWmEmpUxDZvni+UPCyweZljVNfTFozi9/3kZMZnnmVfseqPilEJci9pO6FNA62hxrtEVGUnAEHg6yEeoKKU+ympkyioUJhy6i0HRPunDlavMgUh8lOoErRxtqRwusnK3aG/Nx33xFT48UjFpuGBmsGCo2EMNiZdFxeP39YKRJla08335i39jR291KNdqjwwuF64eelNRfl7oBu+PZIoT3PyWehKul0rYHGoRNVx3ugyNAccGcZG3SGBqe+qG7IuWMZbg8JX22z0KXNHUQzptg3b0hMoZu8enawcVjEIRwxO2hGCvfW6ZzXCvxhP3U2TmRw/1aNi5eFU5/jV7vZiC/K4MYZpoMcf95X8fhPny1YgCOdYnVIUXdKU0Ar0Xh4pymFW99+R2ZqrZB46o0VmQKfnc8xk1Z2wu2Q1bK1qcJLDKZijacOVIX/u+8L/GmvxrpUY32isXakcM+Sxi935nj2kMXR97MJb/lXC4JCRW/h8VQpdhfuwODRXSsLPwWQOCmxizrlg61LbNcPNLoDXvaNFNqjyqZAmrXJjj/H9EDj/9tisepFi2mOirx9i8KauTFun1O4baBw+2BcOqh2EoVeQol6flLh4+2EuOPtVKEbjdFm0gc5rSqKAI3GaAaKwnBqhf/uJfILIgIF50fLa4zGpSkcwb1VxKuXVrsFN1VwhkT9TY6t7PgJDhMr916iyNwtEQahKmMtKebQ3FT4w6MkDuvGumQpdUUtn0qani6FmJ1Awx0qtOeJpeQGY7xShuAUsJ/mmH3DkHqd772NixVNtB2JoJNRlhHpQnoR0U091jW4keKarDi3mRCAbmTQHcrzSJCbF+qy6DdTrqODDF6fiAnu8FbL3d7GUjAk6kovZJpizb7Y54fPSzkrN+Jlg3QTKVkPb140ePfDyrdECo90Zv/+IsfgmMWdi5Rq0w5YRcldukSQkS+5wlRgyJa5Vvg3LRMk4g2IVtiNOXGGT24q5JSota1G51dFLqcAACAASURBVFQf54SN3jQWGWLORBQj+ZJhCGXFAYDrBb74OsceZfHwMnP3E4VuSIeQLwHVta19lx8onwVMPnNwG5HCP45MCrg2b+WuNTTwBiQYWxvRz/r8kIhHfS8x+HfNFbJ/lK8J2yncESq8VlMXvvavDM5AhC4MHQiElLL1bkx7kZu8eraKE6OMl5aXexoblmwJ9Vy7WuB3+6m7cRJSOL717+o9LI0t1gw4aCTJMDWw+PP+OsZfUNfF2GebsVeHQ1iclJkKfYPnawZ3n5wvMDOURZhFa5DhoR1mQkz0yC5aqHf7FVzppdW02Q3JTfZpKfz85+LlHF9coNjALy7kOPdNjm+/q6ZaXCeYbfFdNtZjkZSXWmYfZXTQRRZOkOGxFcrdJ/ZamigYThCVcukJxQwcb2DRY4qwMMR8Pujc+nKXIard1mJ5nGPbcYqM3KYtto8tdiiDbdpguzJYVga/3M088FRiVy05qkaaWSwsGEpov+PVtBBuqksTOHegkNQ6fkn1chNFQfZDPTFh+bGqzBhFoChLzpieIU8YfuwhlaxQ7t6zxJ4+qUE7zEraeGV5wMrplBvUwS3onEfJvrm0sWBWXjei51TyD2j6IriqG3NSYEw144l9zO65TvTp02ere/rVPCN4KKkYVR6zj2YiTg1MNLoxNQhe+ZxT41e5EYjeRtHEFguNkxfOIaEwjZQW237fwpsj48uZ+BY8/lW9jRVHnG+0DvNpPV4yyvhEI550SdS9dpkjTXJ8Utj1IosXj1gKx/jpFgUU5Hf/9MGMgqqZU9weZGhGGUnNmUfbCAyeP7wiiGVrQYk3Aws/oGWHx7gX0dKoOLaClVBPXrsxVOnp0Y7oRG6l1GW1+hp/3mtx/MO8OgBWHGJfX8oxejODNyStQScypCIejktvnjYvqSXbVjj0rURjOiLBS53Vc9827kRjPuGHvGwLOSyGF2JepHDfssF3LNy69kOBR/cQ1ZD47gaNYIxRbfl56vMcMyHBcxI47wwVnAVa9nVDhWaqMJWoFTz+AvdvzdBgFkc7sOj0idrYCizWL+pJOueeDI1BjkZMUYTPvVaJuU59kdMEGRg4cY6pcLLwf3quYDiLLEHqr+WEksdrMT1nqNDxd3H0gxzTkSnVxF5kcOe8xpdf83f2U4F/HMkwPUdTTje25WTkJDwJBAatuQzPyPv5bwlN/Htv/Fjgzfcy3DkyWD2nyqZDvIQq3r+B07f43c5Jr54/7svQ7FcTWCvKyF5c8HtphlL6fN2I/HpIIVrtD/aIV89/TeA6MfFn+5jo0J2EiQQpTZnkMVQV6dLPidlNsvDsJLQcb/YN2SbXoZ4lmnq8IcGi3og6epcnDH/ICXAxu9eGVdEjhlOlUG8NDJKjZqLw37eYlUQLL+LuXxq/OQuvft/EFu5A486hxWfnK2hOoB75TGWWdFCx68QnyUspl9hLZOI1mE401o4sPqxZvsj3cO1qgaf3UyMtglRZcLeGNNV0Q8PECoKABfLpJJWOxQ9o2e6lfNjG8r6EGSkHqOUDlZpF8jrTWBvmuPf+Wyx3xRe6w8HjnZTHpMigy74SLjsE+lF1okrGpnhKSMZrK6KQh/Uji38cyPH2v3N8/30tl5VvzKtXcyy+wxmo0q0Neczl09sJb6Zz3reYoyWLDvGySQzacVamFbUThWakJrx6xh+zLDrISil2Kc1OLBmfBXSgrOlTx/n4PkrCOnuxuOn940aBo+9n6I0MU+zsiqAPXY7tQgPzGbt0A0X6hBrG/8B2jXY8Jn79SLMUnXcrvLjqxkRLe+aVijp3/lKO9Skdwl3WYviBwuN79QSv+qHtBu5Aw+/zso4ZHsItdmLi/U6atBV4YDnjPFFmQ/UtvAF9z/eMJumcv9uXYyqyaA3p7zcuVeyeH34o8Nhei+mQFlaN/sqOnzxP3Mjysk+j3bfw+mIvQIdoN+EUNP4+hu9aTAeVSLDNcOXxmpZgj83RHFChKP1UWBkp/PbpwOKpVycL/9WrpEK98gNNDt/fKoLzpwIfn83x+D6i01LXzkZ7ATEyHIYtH925wqtnP+2XnIjuweaQdkESxScFl5K2GCqIK5VrJyKq7b7/ufBP/lk+TgyztvgfxRqt1LIjqKkVfLlepqQEt5mw0QktpgOL8O2sVvgLbFiwvNA3rMhVNShHTxQyyUQQxans/oTh5wYGyZuTrJ5NS3S/egl56TiJRYs573SPMgYeVN/x+nk7Sec8SmQEOdQ6MWkbOpEu7ecrh1V+liNhOGk4yRiNSGOnWEvXMilOn81xN+8bfPbf8YZjuCOuB9zIucxc6/D36YfUfJPYkanPIVE1S3bVkKYFsXXoxQq9ITkNd8JxKbZtxBp+eisBV28T8YX5QROaGi0lSRLelVBlXrD5TIWsThzx8ie1rcOLQi/UmB7QiffIToWld+xkJu8NVly+ZjEVKbjzY7gLY6KchcQzbsQcxDKB8VPhbwc5ZkK6CK3hmLD+yJadQys02LGSx88jkZPIOGUmOguyHGYKZ2Ax/aJFc4vFPQsGgzcs5Q78VHUMQIFXcvq9bsipOcweKRdlvGghDjad1q1gUsB19mKBB7by3w8N/OGYMW5bQjwdDmpwBhrb3q0esvw0TU7kSsoPVqTw81rR/elagb+8SgpaLyBP/BleJhKLgkbuRqjxwpHJ9/XgNjpcO0llsexyN3HP0E4W/lc0GiNaHnZDBSdWOPrvqgDvNkxNiy2mBxme3F9MFv5EMiBk6uRFVkzLMSdS2LxkcK62PHvqoIE3IIVma0T/thkq7DJVB2o+KdCJMvLfF+FVYMsJy480piOFpw6ZSYz/oMaGrRr3bjXYtKxx7zJZlDx/xODoB9nERHjxcoHH9lQMMLH1oM9DFiKPrrRl3k+HsaQ8uQvHCXoJaQJ1+fOI1oKWeATxtBkL9wa2cue8TjDLLpVh6d0MS+MMi8czLB232PpuhuV3cywdt1g+nmH+eIYHdtJeqdO38DnDmGxZuMBElQqUOlJbPjckEqLOvDUwiATjv04d/4YFC4/zjL1QND2sPo9rYiNZuHPx60UE74huoBOTxXp8bHJvQ6weajjJVsKUCXFeTFkBTlwtVduhxp0LBmdq2bfxGxbTkYZTJrQZ2tWxX5JMPR6TUaTBJOU3/V0z1PjjXlNZkv8kzUZGjQBTN72QND8tzsiQJtWLLDXbjBa0GXbvxhozEVu0c7NNkHa1u/AYbfEjzVnanDERUA1wEo1OeguMnwo/R+nxRt1PidfcHLFKVZa4sdCadNlpuzwN+FEdN6cPK97enVjB7SusmVPYuGCwP89KTIyWvwU2LpKftM9GQ6RgI6uA5w9NFv77l6mbbIeylKnYHyLKcROaFnZOYPzk9NgWQyzuLtzElJ4gFIpAHacfUy5BKyBa6epZWuAGRy3hvHzz/Hg1x5P7SQ9A1qmKs4h5ac7jrM9LRS8hqfkE1/digfu3Edzip4LjCa7H01ZIn9kPLd6t5Qfs1OQB4vFSuZ2Qqdj6yODkp9VBu3zcwokpqLklHiwRj+0xPcDOwODFmoDr3IUcD22j+4BUoKoUkLRijbsXzATG/6f9ZMgmFNGGeLgwbHLqywzr2YV1OtL4c92W+XzOHuVs6xAotkxmNklE+Q9P1Gisl76lxKtOwJ0Yd8XTA4W/HjRlzukXF3JsXqRr6LNPTHkv89KuFdYSwZjV8+B2g+k+pXNNh4bi/AYGt/cJsvrHoQzffFvttP51OiMa3cBiJqwWjORFr/G73SsK/14LZ5aeL/KCJ0OuNtNrSzERFzM/0mhx8Whz8XBCi701r57idI6pwOC2OY1VfY3Vsxq3zxrcPmtw26zG7X2NO7ZYrNqSYSpitWpANsJeojgrVoqxrqZ5afRSXfp4iRp/KjIV6+Z6gQvf5ti4SE2KE3JXzjWkKzRRhig6DImJZQUZldHCs82h781Q3STgun9Rs6WyYXMyXs6GvBeLmZnD3bw70Lh7Xt203G2y4l88g/zEwGMoplMXl47IqplEb6y25Zq4bqjxgezcOFT+d/st1gh008/gz1JgfZkSGNPvoAwBphTz6/kM8bYjEdMxqhIadHhXJ15ofsTTekJ+W11e7pKITaF3q+Xuqt4mwoUjU3qLeImINHSpopPFSze2rHwUFRt9eZX3OO0GXBatuLyZ7kYKvZAuvhPp6kblB3P0FlEmPWHIRLRYboTqpo7/gQVKLfITUTIq3lFQh1lCK4G6yY/fjzWl07OM3CsnHVMmZHUTMWWreZzEopSkzNIthw3R+LigvfU+Za3KNfMDwtt9zoyV6Don0vACg0bf4NnDk1j65m0cusGFXk5yPzZw4wydgHze75pnXJ0npueOZJQ9mugyDajDNLzDJ6qJ561TGY2ZzBzwouqga7M/S6ufY8vhmnL3Qo77tho0GGf2Q4IEJd7unoVJAdfj+wy8gXSoBENs3qrKoJ6rzPV3BhmcgcGTr67w6uHDq5uMiTYqi1jGWZ2BmeBz//vzHJ2h4LCs2o7IcO03O3V5QF/9gQzRnLJDsmWn6UaEo7YGFk8L1CPunNstWqGFVzYGtHx2eFk7NUeukTf4Z278VODPL1tM96kpIhYWj+V9jd+v4PE/vs+gGWTosO2HsD3K7jquuus2d4gCM5CK28IbaOxbYdmwNhU6KWHwwpSZSNTi56DKMGZDNZ6ESnFQVNFgJamrk9BzJE66jUAjequ6by5czrFpkYkg/HvdsGoYSZkt15NTyBivF8xb4CY/IHZKeAsefyOsYDEKkxqX2Rxt1ih0WIPixBp3D2sCrhsFomN0H3ox7U56DP/Kz3VYuFd69URMkEhUif93Yzp899QO38/PF1ibEE1XPPWbES+7Bwy18gQn6EA3oYbbmVdspaJLk0ifl9TtmIS0Mm1U4rqM6w3dF65cy8CgF2f/wbIhrJRgfsz8/KjWbXEx9WONmVCENONSkSoRiO2IrR9iUaFJ16K5GJF0vBVprF9U+Pzr6kLpj3MejZmyGJGRVmtgVgi4cjy8YEv2ischKW2mmsqC2kmJt1sPW1cf5WRalVSTSC+lbswLyCBJkoG6saRmsetfQp/PSWl89CONYx9UN9DX3xS4d1FEGsIEoAIuX44bi+CFbGz/cWiy439wmdkzjKU6KVHMvJFCa8ij5kDjd7sMBV7cIDjiVzsyuMKC4K6qHZLzaVAbj0+fzXH3IjN4IjsBdbUjejAbgcELtYCYsxdyPLhII2srMdWhHpCyccNSJeC6do2Uu27InO9Y8YRi8NrJilq6x2Tw5sgS44lX7QTU46bUfc1ECmtDMWsTG2Syun2tZnV7sKCHy4kVm/bxYZlqbFhUpWU1rheI3qJ8Wy9iVS1Dgm4kHaHF31Yodx/ZQQ9R2XkxTOjwotvbYrEuzPBpzbLhQJHBCRVHE2pWrCv4fY3f75qMXvzjqwZTCRXTLgvQnFjXrIBNOWlLIfcjUZrSQeCGGnsnbJkLzKQGTkg7EfKbGZd+M+3AkE8V74N6oYLPdr9uDYZpR4aXr0TDnEmIutwOxeeKnp+1sUJjrqaDYVbPvfNsHBYZxsYJxhBRm1suvxk1GFh0Z2WZTwt+j9kurb5F9MakO+embdU+jWzfWXyV0jPjpNQ4dFkjJELNuldPcJT2EyJgbQ/HpTpeFs2dWDJKOLQn0WXHTgcree8vqRqZ4sucMPpIMp2prjipLhPxCLYj3J9gO8ljqCMwFLLujwzcER0CPT58aWqlui3urlJrHKk1gcbafo5Nt1ruCpbsxXZCSOWNDDpDXsrENOZ0YlUGYbcDeqh7TEmqm4DRyEoB620Jy05ZmRcTxr3XVJz5z88X2LRI6kuPR6xOrOD07U3L3YcXqNj7sa5CThie8hOCWTyBelQd46fM3VYi+B37B7HoweXtPin/FNaFmnYIgvExPt9OCNf720FTqvZ+ukbipWbE0NiErSx3cLz8lbSnZ1dg6Zu30UPvx9SBugmpKT1hVMUkGnrxDVtCGJ+czXHnPDk8erFmB0nqnhqBwR9fNhRqf6PAt9/l+MVLHNDBxUY6d/n9zTmDF1+7ueMnVaye8A5yYkt+/DWo5/d7SSXrRpr0C4lCq2/w94NZCfd8ejbHXRHRMp+s2TKfPl+Q3whPb52ERTiJTGQKaxcNPqgZ0IVHySJCeNtU2OgB6MVqAhI7UGTM/OLPnVTYrR+TwvypFe6cj+wksZ2b0PdIozovn5lSPDVrcKCmqfjgi4y+t6Ty2unGxNNfCfX8cT91gj4vN8WQrW5JLU1Xly18JVjcTyraYt2dszhDhANR4hPTjaAil3F5JyZmUDuVKEsJARH2CTVpEnkpvHpRo4uyvs3sn+mBpo68XvgXqVsvowH5Ojvl0pY6frJNJtGUN7BwJcSdoSeaKCb9+M+cy7FxycJhSMdNOWwlyeh7SqUwq8rhMjK4e8HiM2F7iWVDPyu9yvykirQUSNNnppYbG8rXGBHc6YdsFROTrUdpD3OjwIdfZuhyPeqV9FBTirP8yFBsbMCutZFmny4imHT5nqiHuJfL9kSVwkvJSHb5vvBTMgYkoomCF43Ri2+x3L29t4l+OKWgZaFH+Vx0CAIQyMewKnVMvijSYUamvHAylnfkgY1M6XQp1gZ+pNAKx3jm4KQh1i930HKpm2iSdSfH4YSKKIF1qGfJVh7tEbt0MkPAiUU9S9zflVBPK1FkCcvdkhOz5LlcwtLn6kaVeVVbOM4l5k4FePNWjQu1kPPnX6fFXi8UxeC43ML3EgpYkIDkVqjw95WWDVuJs05WFOLFL5J0grGcWGF/Vh1mR9+3aA4U1gwsmgN6QFoDjeacxdQsSdQ/v1DBQs8foX9HuamC1wrDgKIv51ZYNty3nZTCXkiiLRGstYYKG7apyrLhGlkQtPr0vfSGxDRohwobFjXOXcrLRfPje4nT/+SKjt/nDqYMDUlkb0M5xY/sMvjmcpXw9dtdFmvmqLt1ojEagzGmAoXVocLUrMbi29W1+uCzDHdxsS9VqTHbPKcarUDh6YnCn+MXL9Gh53EBlexVyq6lxmFNpMgRtDa9bV4i5pYr0GmYoT3Q+P2Kwv/EPgM3ENaWrmy/I135V8l/i7kbDImE0OVnrRWrFR1/hpmECBldfnYpw7jaEzgxwYozidioCKzIHXSsKUFOsPmoEiaWZnF86LQSiljcUmtIhNXTHlDKWfX+BS6RpTfDRgw5eYkqp2qPXTO7ITVa4Qp3zg1bNRpDVXL/vUQOLinaqjzc3YQK9YaFFZYNx8hKpBPzNU5ITNZJWcQV6/Ke9Pn6U+zsmMLr+blpBApba4X/1Jc5u+gSSjJT8+8SB9B2eXgKvMSMpoRRkpAFWtw8dJLatMGfi2oNNckEBVradwwVZiINLxyjd8vlbncTZiJiOoidQFeWCYwVUTG06AQZfD6Rm3zjtNmDww8Y+4wzNPmNOWy4Ji58Hn8hXS5ov9pdjb1Xrxb4/R6D9kCXsu5uehytmH3ra1DPg1tln8CjTmrgzSs4I9lHSGaAmuj41UcZdWkx458hdeESYedF4uNjSic8CVdppabke7dDi1aQoTey+OhsBWGEb1msiXTZYXVjwlTbLNryWPDS4yXl3+s8/os5HliiwIkZHsNFIu4lGt0Ri2VijaIWNPLJ2RxHTlgcPpnj9ZMZjrxnceQ9i9f+leHwyRyH38txsbZ8fMnwPiCiqWZGOq2AXteNNGZfn8wJeGA7S84jTXGNfTkYScla7/gf32/gBfQZaWFF6VetSFeCshsUmjI9UHi61vF/cj4nqqAss2Oi5QrLpxGP8cwhU+LpV38o8PapDEdO5nj9Xxle+5fF4fcMDr9vcfj9DIdO5jhxJp8o5Pdv1SWjqR1KkSDIoj242avn17u48yyttxkiiYm11ImpKD3+ctXEXP62wG930WHUjjURJmIDL9B4bPcKr56XLUF6bMFAPvUMwaRj9Bg+bScsouKJ1mXeO/1vjT3ZJMYvRn69iAWSoUw6LMKS68vPtsvThRda+IPKo6aVMsQlsYYBmbM1E8HiqdNuDmwVxMKF/65FC6dPtaHDz/5MQkt/p4RWdWm50gsq4oBkYncCA2+OmGjDGsZ/5lyOexazCkYNa8WfGU/dEVt4M2zqRmQx8nmN1ZMc5akh4T1hwjh8SsXfTzTWRhRY340riMXjGiZuotMDjeV6x/9VXtYAUbp3YnqGu+mYbOOZOUT5B1kJSVVaBoNOxJYbERFLOsNxSbKo2INjnig1Q0iMwKQK3cEY65L/sNxtx6rM0BVP8FKoEROLgMQ0GXz+EgifoxPIiQwafYs1gwxTsWV8t4InKHFpzFRAdp0MDB7eYXDxclEt/fYRXa8zVOjEFp1UwxlovHgwm8T4F8kOV0YgX6htXHBdxszcWGOHrkM9GXc69dGJ4JcWU09XM07oDwzasxncAbOXQuksNB2GYQZ/aKmw8O+P3szQ6FNRpQdCl2IUOTw6KS25W3Mr3DkvknK3FTJ7JRZPbj7khgpuOsZ9SxpfX+Ip4/8mMLqF2AgokJ3OymvX4WW8QF1eTOyVF95YodzdXpmFEcPEMl9eYdNNrB72nEmZS8xqZnfO4K+vVCybj7/K0R1qPFGHes7lbGtBdgA97mi6woSKauP0f+Srn7j5vzHF7vqPBf78ikUzGhNBgSc6CSppRuYmd85f7iQYzeHJVay32zHBI92QJoJfvWRq6VMFHttD+Go34Ok5NnDi8WThv0Y+Lq247ikjbBeBInk6jUzZaUuxcSO6r5zQrLBsyNBLDZpcxDuhLWEaoWZKqpsb0yKzFZM6uh0a+HMZvH4Vr1qKyCLDEYoZ+czEqrSqbgUaz79uJgr/3fOWM6ipKWyXQjBbcvtbDK32YoUZNsPzy8JPPHcn1mgkagWPv8DmJT58QsNuu7ITyEohWiep1LFurHH3TbbMxGzyWCchec9+JHRL2gcRZFZRjMXbzOfr2RjoyiXgRoEPvywIiw8rszghkki+covzcmW/0BV4T2ijUTWNS51zhgwhsk5EbNUduS8SprEmhhhlA431t4J6VvU2VdJmZpI4MUcsRhSM7kSmtGX25OZj4yI/oVH+zkWNR/ZqbNghcnJyHHTTCnohzwnii3sDjV9s0yXP/OoPBR7bQ0Ha5XIyNpgeGDy3InrxgUV6/S5DMp1yWSdxh/TlNVfQOcWPv8Tb0sp4av3I4JHtGR7absoxzuVRsR2SCKSdCoWLlXfzCic+rX5/+FaO1pzlxCAex9iWuc1xcn6k0Q7JruBvtyj8jYQWr/6AxjY3ot1LMzaYihT+sJ/l4f+PQh359+e/KbBxSGOn3DBO7XBphpNePecu5nhoGy3myjyAyJZQ3z0Llhabotzdy5oCbh78WNTGBnctaJzhhf7VqwV+u/f/cPbmX5Ic5bnwX/mdC0Karsq9qkeswhhjwIfFbAZfA7bBgLorMyKyqkcrILQYYSGEDAKmMiKzmv2ya2ORBBIChPTeH57njcgehnN8vx/mXK48U12dkRHxvs/2jvKBeTrnr85J1lOutk2bJaN/YP/jWRDgK//vF9/ZY5Pc1PI5Wwy+rlpUujBwXTz43/FZ2N5z62liQ/FQtJDMrRyq13d//pqD/x50b3U3xeC5ZTfIe69R9fzT/aMsThm7bQgJUVWzpESv7DigOyrDAl3MhF+6Ue6fDVv/9i8OUu2gx69OR2m6MSZeNibp6NFd+eh6Lzm+D7AODsJik7oulRDmZ4A7GkPD13aQoy7If3wljV58/oVzedudkxSbCQYkl4pLlRyXPYL4SouKetWhm2lYkOQuEFKE9PdCZMOvz+XNt48XnknJLKaihYsXs5nHNG2sG+Xms+niwf/1Ea5vreAJSQHWPiA7iUNicC5RPUZ5ZcmL5sY2yB0XDv6D1I7/XhWOzqPL1BhoN8bUU53wp5xGo0gGn4OqJxWtUNObqggzyshLyqELQsq1GWRtx+uTuzHu1/pIxBwZVLUay5x3E6ZisZpdshrITr185sujPPHsQV566Vxu+2aQqttL0THvm0l7dR+k3EGmVPHiePtdozyjB/8fz+X9906StZ6LiEW/0fi/GL34d3egBazNiM93A6sq1WZDNZC1/uLoRWb11BrC5AYpN17e/flRfvDEQf74p3O5+n8mObaoZtUyvWTbXHYpLKt0g6zPBhi6+PntN0bJWrLuWlWZmXzQaEZOkNeYIB//yjUH/x0BWDrnpeZdkKKd2FqP8prWy+4bySTz5G8OcvpIkM88MsqnvwqM9TP/HeTW/w5y+kiQW786yn98NciVb1H3/jIO5/fdiyHYhQsXqpzCDbJsr5fVE+J4QEhnQR5lZpA3nIUL6ZwfvGeS/FPs6pyX0hyi2SXrvHzxPAVafW6Y5J/mefy/OnAN4TPIt3iRoY4Z5PW3ezioeZA/eJjkP74yyqceHeVTXx3l048E+cwjk3zmkVE+81U4kD/xyCjTrCv7xg8OstxAMaKGutzgOV/aHOSfHzxcwzsBstGI3KLDIO9lFyRvEZGbdf7Cwf/ii+fynnsxjEUz4kuLgLr3Xgv13Acd+aJHwVWfjlLfOkl5OkWxQSRU+T7onIzM8mI0fxnLXLsDQuu6USpziEayRkUWDCdsCPOuekAI0L9jjy6dyl+91KesQLceYw0Zbb0kbp+1Xv79IYaT8Rn8w+fxuzUGs4l1sDgOM/ypNF6gHWRx6qVo+R06RhCQVF+2HpEQc1XPbeiqMgf/TGG81CdQBhXdBIUdu/TM4CK+eXu4SO5+fZS8xSWU75AY2swMXFi/RLSXWsXrkCnu8xvMIHfMVD0/evqAjoN8TWmSgET/fYJmVI2XUJJGVVfkCeuZV6EifK4SW+068hl/Fc1xm0GO+78yiKXqtPJjS+QG2MbdAW1Ty3hXOkOV2KlNkEu3Bnn4O8k+/8XDxMk5Y8r/cR66Xas3JySdb/98kOd+l/Td774PWHLlbqmeSgAAIABJREFUfKySb2y9fPLhkA7+353LW68AesrdyGESSTZWq7ypHSVrR7l75txFLDMecEO8dHFKFQu//w+fmOQNW8+5liFKtirLNrhNWSzHu0G++3g6VOzXRrnUEjqJ5CGn4lhK1hh9cdQG+dcLIW0HecsdIcYy6yWWbREBWzjEWj/6/fRdv/qdg9zw6VFefWuQG06CvObWIK869fKqbpDXbLzceOLlhk8j0O3pZ1JFePJokJtapK4W3RQTCJcGGfmfumYC11vvRFufHN3Mgnde3nTl4sH/gXuhYS/UddonknzRBvnol5hfLsju+eRDCRf+2a8PsQqsbIhR4BXfl3fek8KwXnzxXN7x2SD/6zODvGYzyKVTL685DUihPPVy4+kgN94a5P/71CRuFiXws18eZL0NCNyyHDBuUTHd1Af554fCX8g5l1S3ZA756UWLQqjpVA00yIe/6OO/e/6Fc3nXPYgrKGZqndxcY+D647l86P5RlqcTL2AmvXYQKcRYZiptMoeY7gVjmUt2BZkdrtHxn8vaYoZGzVjmnE7WmrxLTcgyziKmKmrdpYNOid2q9ZJvkHh7zCqyIMyhDv6jTZB//s9R/vQHvGd/ePFc3vMFXhwOMKUGtOWqvupSx/2Ou0b54L2j3LwNMQ2zMmM8FBdtQAhcdO4izbZgxb/kJVK2iMDIjZfqNKQ1NpgAd/nOII8/M6/44RVC+Nmc9A8ROSjIzzVUO8U5Aeq36HBOXTj4nzpIQ9JZ9f7wCWEOOS5MeH3KTjs9FotUHDZEJ3KebQ0/qyLMvnRe8i2LSlUdGXiHMofI7qLzsrZ/JZ2zIlFQ0pGnBoqaB/ZSY5mdh5PN+mgquGQuWuO/+eNJjpyPuGRuQ3yR1FhU2EEWxsu77vXyhxite5D3fA5t84p/r3HI2/nnL6YN/8Lvz+Uf7kILqvJRHQyhVbVmi2TtKPf6tOn3VPWoMSJ3g1wyXj7+4BjzV55+5iBvOUNl33RJ8hiHqhgQLnkX5ObdKD/75fnsQB3lqB0ihFKZNJS94fi+hiqkohvkU7NJV7967iBvvgOzbSuTMpKgX0eW+2UX0s+Tc7Ffm+Qm5quU7RjzSbJuZDAVIIliM8rwo0OEPb787VGWdqDjmi+iAb9wqZv+cubuHWMkCmvGdVckGN98hXnkohO44NzVy0tb2JKwxJuuBPnFr/DZf/jDuTwwTvISI2x/zopfK8OaxsDcIqSrfTS9Z08+M8nls0GW3AyqpGo6VkgGxGFhvHzkvlkMwwvn8o7PB1lsSLpvWLX1gyz6vXz0oeEvDv5Fi8NKBQUZSdCV8bLeDnLUDrJ5NF3iv37uXN52l4+4cjQUbry8756LE7g+cj/229oNzIiZqVvipvdSb1hMMKZbpavLHt9tnsf/nZ8fZLXFZKmqRRQ62v90yC9dOtiW/H5rq3Z/xqM7Lzr+c7nlaEaLizzT4o8Y9rL18uEH0qX28h/P5cP/OcpNComoKob4ftGl4u7yLshPnj7Iy3+GWOGtd9LoqM+tD5K1o7hH5xX/ubzlNnYxakQzSWmVKfbPi0sjrF935yCPP5PiLbqvI9U2N9TC6/tHaDqPhtAhTm/T97/sAve3l2Ljk2folXP58VOYP6FRLVGtNf/3BskD5RYQeNPBQa6zJ/JOo1RGdqbkVTsPwxYVP6rbzxwJ4c0o5Sm6vSPrpb5eVg8OfjD7lVXJngf7b2fEglGjxD7iS8XWy01ukJPZgvz0lwe5fEU3CpUgdNIVvZeS6pTi1MtHHwzyyhxSuANSxDgceosq5Z2fDxGqePmlc/nIA4Bx4lAImybS4MICGbPsOHuWB95Xvz+h2uhhBCp64PjvudfL87/Xw+gg//iFIGWbBjaDfEnZKzkr+LfcGSJU9cpL5/Kxh4IUFs5B4JMpxkIHR9ddoDSRMtV5xX+XuhuDlJvZ+EYezH9/d5AXfs/n8Kdz+dC9I2IEejzj6mSU/BRBdAX9EKX1ctMmyD1Deg7fffwA6C3yIcST7SRHpwf59MOHiwf/XdCalxa28rXFz1u2o7z5LMSD/yVCFwUx0Xm2ezz8Tgf54pQ23i9+eYiTwn72qwNJLW1dQ3z/stNR/us8dZb+J5NUjA/PaNxbO8APOrS6MTjU/vYuH2MVXnnpXP7tyzjMY0SuCbK2iBb+6IPXVvzwJahjU3XxJcm+cjvIkRnkQYWwXjmXnzw9yc07BODVLs1rWJpB3n9NVs9H7gOfpjEVq26IcyXUfFVu8D40FodzZdHy190YC5IY0vYKDFwrRm0DulXseEgjLZVs7Pdx1sHK6ujFIR78Tb8H7LFDoVDEgg5r21i4Uss2yDs/5zH8h/LmT3wZMSY1u2QMSWIRaPFMl/x3L76Itf3zH8/lXZ+lssYk5KAwXtxjF9M5/+ZKkJqG0tohHjoNlg8xR6g4Jf9nvLzxmsiG9r9hEtUBRQ3x92IL+XXjBgQYMh5B51GUHd6zmvtsYYaUBEyoZ3UGuFiHq5cOMNva4vAuOMNcfTqNHeL5UvD5oHgiMU6XsiYrICYdA25yzh4vjGewId+N1ktzPTnn/1rdwkp0pFHG09WKirHeTGwz2d50bNlUedJhgPSfWZH/gdb4hUYHtMmiHee7bvdy1A4pQO2Vc/nBkwdZbbFYOvxdI3Zfd5uPoVzyyrnc8a1RLtHcsWIFUpKwQvWH73rzbpAnZ/bsO78BOaYatyr+Hq+//aKNe/f1SbJTfGbB7wEHKf+dCXLUjvLRB1Pm+wsvHuTvPu9lScZdM4O0tdWxkoWDcebIMHwuHvzn8pa7efA7zyAn1XAjnfATM7ncc8/D8IYLbx9t9yqhLTnHtTHQ4H9ccfuXESn9lru9XNomgw6mRI1y1E7yqWsO/r+9E5b0YqYsKbj2b7gtXIhl/qd7Ryk3dIxu4aZeWWbB9OAQPvIAU0Pn8cevaEgbq31t8ym5PN4G+d4MVrvbQ52jIXgVM2dyp4qVgdHBXm7eDvL9x9PBeE8YZcluLuu9LMg7FRsvH7tG1fP2z6KDqSzIzppZSRnXZ2kGWV1JERoi5/L1H8C5C45rDwjCca984aJz9wMPBHkNVUtr4+WYHa++QwqPLMmVNdSNL3tUjDWdyPddg/Ef81LIWHWWRv0gISaSqhu4IMRRKfQzx4l5YNX9Xio7ztzRHKG4pRCiwz594jdJOnzfOMpRh+hhNYipMkYPuKPNIN2js0yl3xzk9WeUKBpkZdUdJML2Goz/zbcDvlnyvDruMBmuJvatuT95H/D8LNJkn5jFMtuvjSgC3MCYFqbq9igoCkJUhULVLkHdqsNfOuyxz+3/EuMvnHYhqtBJYXAlSXS9TAt2b4XV1IQEqxaE+yqOv82oVIIpDvEeceauHaKqMD/1f33YurLINW/XhtXH2gRZbRKjDUkZ4Id8u0cYmRvkDXd6+cXs4HzofJJlO4dGLhKbRxZBcDHD+pVz+dK3J7lEsqpyqOSWxgsGwI/yzR8mqOKnvzzIzbsgN3V4WLXTKF7goIWFM/bkKz4edn/+07l88N4DLfua78EDbTPK17+fIJufPH0ul0lsFSq7csoLIBBscTrKfx2uae12qoYK0W5fssLKCXvk20GKHnEF/3FNZMNb7vbAQreqhvIM4wLp9YWZVvv7v5hk3Q/RFl6RjK54seSUo9WnwJr/4Z7ULbz0x3P5pwcD8/09g/bwUi+Ml0995SK5+1Y6d3MOYEEkMMxkb7jjYh7/B++Dz0NVDMUZ9dAd4R4bZL3z8vNfzWSZs4N/6WBi0/XJDaIU3nFHkGd/m4xo//oQRixiTGGIRPWSGCyKDChlCuvly99JB+Pwk4NU233kYWD6A8z2sWsq/n+4G5dKw0N3vYHZJneAHy6dYvziKzOV1a2PBMxxtUnvXbH6ulbO+aEvojOFkWzPmGO1+ANazSmKKAg76mB0WPXBd80r/u/+/CCvVciTHZQ65jMWM2pcq6igyrcQSDQGEBimYg2ME9hLubvK2GDP7gCO08qx2OhRpD32g7RPn372IG+8Hft+ZYNUhDsz4vpZF+SyC/Ldx5NA4tHvHRhZwcLSBMkNYrfto3NVz0HefKcSxISpDD0LFmdU0+8Rd8JxnVkX5PW3hQvD1rtHkdWzcprLxWcfC0+F9ugwNnBuZ7q2W5w7i1Mvd89VPU8fpNxSDUcSHEUJ/m3GIlXlp5mFKziaZS2jLKyP5y66Oyr9DL5LyWIMjl0fiWAdIrPswPFd9+Bf7a7OcCfcyo3B7dm0YK9RveOlh6uQt5gDxvyfhzRy8fcvnsv//hIclcvWx8zswuDAvPGUDL1ulpfP5aMPwvWqkqdKByz0yK/51EOH+Hfl5XO5PxzkaBPkhs7LTY4H+CmGXbzqJMjff26MwWAimPy1NlPMnF8akMNLG+TSraN84sEUAyAvYzj44jTI4la8oJmFZOxSF+RVJ+hyfvfCRWPUUcchIiZIeTpKQ0Ksir/PGDufxen0F+mcb75zlCMXZOkY0LYJsdta9V78bID4gxNkhrj49rLiJLN5NVF1AcO2jZdbzgb52dPphb/tGwdZkEQrDQ6b3Ho52kxy68MXMf63cUCMVvwFD4zchIsTuP50Lu+7b5LFhmRTy+TPfoTSiua3S22Q+6eZLHOe1eO8LCnPyxw22dHJKP/ywCF2V8///iB/f7eX/JSyX8rdKjNK3k2SWR2zCAPipc7L6QVi8CCvZ5Z7ZjX3HuT5hZm7vzuXt97BJM6Nl+VJkOwkyKWTIK8+8VK1QW79SpDfPZ86pF8/e5Bb7vAxVyfvPdQhHWDF996bKv6X/nQu7703yA0ng1w6HeToFHrwRevlUjvIpY2XSy28FTe1nrzEGDHdqFFvw4WD//ynB6k2o9x0ggPpaDPIa9pBbtp4ubEd4OzeeLmpG+RGzhBGLAMUNCszwKxmGYPhBsl26GQRYIgOouJ6lg7qm+XpKJ946GL44gPTJJc6Lzd09KhsEBx2Yxvkxk2Q2745Xgi4+8SXsI+W3KeZG2Vh4BOyj8yzes7llts9hB02cYraZWtMRuW8lNsB6aLdKK/bhr9I51xu6NDvZgY1G2LAWs5/q+qgpRkx8F4vYuPlpjbIHcP5hYO/3iIvv+qQCozYFyiztKipOmRbLWxgFxmiiARzc1V5h042czj8KwMSXM+mpaM34lQDNzULaJBjd52QthtWt8gxU+3KHrHM9ZbhRiblXCup0xiSdxzLiHwYL+++x8vvXki/+HPPY6zZ628DkXmJmPUbbx/l7LFRfv9iOjR/8suDrIlPRWzLJFI477xc3gb5zuOzLP8/n8tXv3uQf/jsGJUZtfHyul2QTz90kCdnki3587l88qFRso0nox5kaVSqCsnZyh3kR0+ex89/6U8Y3vGWO3hYnRzkqJuk3gX5ly9dVMm88Ptzeec9o1yi9DIzIFjLFuFOefydaKQxcDp+7Bo551tuZxgaYTa4fuH4vOXaSuW/R7mJ+DxIuYAMbqoTqh5VQL7FCMvSevnGD9NF+N/f5wjCLpCwQv5/fhLk1i9fPPj/7q4Qtd5Jouql6EZ505VZHv+fzuUf78cBUJ9MDNsKUZKo82cXJ5N88H6SurOD/+eEehZGoSVIiY82o+weS89bO77c6CyFMV50SxfgKm2D1CfImD86DfL++9OM3hdfPJd/vOcgR+0hTruClNXLx2cH/+9fPJdbHw3y3vu9fOj+IB/8QpAPfWGUf3lwFPfYKONPpwi96bq4x4IsqI5DRQ7isaYk9b33zQjQP53L9uujvPc+fL8P3Bvkg/cG+cC9Xj5wb5D33eflfQ8E+cB9o3zw3kneftfIdUARoYKMwszSOV9GFtI/3z/K++8N8oH7g3zwgSDvvy/I++8b5R/vD/LB+/Cz3nd/kPc9gGE5GrwXMXJi2nWnz3WQbJtUaXk89JIcMW9Hac68/PCptE9feelcvvydSd56d8CIRBaRf3PbJJ/bn8esK5Fz+d4vDvLarWZmYYZywT16tBnFzCr+x391kLdcYVHGiOqaKZ86kavQMLteD34vb9j5C/uo/ZqXBYe0I1qGh3qv2v4Qs5M09jyzUHXlVBRVzsuNbpA7/MWKP5kE8Y5Gl7EBL5dbdOTlyYSEgE5hOXVLj1J0B3wfF6LqUnkajDcdJe8OGMhuoNJTw5n6X1bXI3dvWL0JkaDbPQZ9GC+N3ccZmys3SNNTZWM4OoyHV0OsT4ePXPlmIl/0gPnlswcJP5rkke8eZPzJJL9+LpGM8goOi499Ccw6ptComiMkyRTnqL7nnlGe+e3s8BcYv370xEHGn07y7Z9P8vSz6XDTv/PgtyfOClalwCC5myQzBzhzu0nKkyAffmBMk8L4b3/7/EGmnx/kK98/l2/++IDq9s8XP//uvQ6vOEjWTpJzVNpKiXJidXhOMG5kp5P8+zUH7N/cBT10xQuqIG+x3Hj5wH0TBj3w4HrvfZCxQjmUjGyqalg5kO85IYJlO8od30wv5k+fPsjrtzC21CrlM6NUp0FO5jr+Zwj1GFSuGkNb9ajKXn9NZMP77h8kbxELsGSLWp2GmDdSkL9Z3+4vhK1pxR8VGe6AF3ozSmkO8tgP5nDAxMCycfZMQ1SJ5G6I0QSZweyDv70SUgf453PZfG2Um3okHurlvOhmBz//vMLxii+/hIP65VkUd3yP+S48cBgxYanfR8x8ZQIhk0GW/f7CIBb587mIfu5Lsz9/+sv/9sqf4YZ95+cwHLxgiuuiD7Kwozwwzp7l/Dvrv/9rP+dl5Pcfn+GgjEOXVLfOilXnQqRYZ+DKqloqexy8i3aUDz7g0Q3P9sgLLxzk+49P2Ke/OMhzz1/cQ7994SDvvh9rkCtX1aOQKjaTLDcH6a85+N98ZZSiTcmZVTfGzhyeB2R/ZTagkzajvO6ag797DHBIbSh53Q6SX9lLscM8gMJyuI9yIm6Qsh8lt9jnZTfJqlPn7kWMf82oc8XpS55lZTfFz4K/hQ791iOfqE9CleUuyPKM6j6jGfz6XbwU/QjZfYtnoamzUCNhnknVXy+WeXULNjPnu6rLUPMz1q1OQSKE0CWCq2IkcuW8ZFsQPV8Io7z8P4wS+OMfz6X/2hgTJdVVq2SIRsNi2IqXstvLhx/wIGz/J47Nl8/lwWmUeutlobn7hsNRHNjyzIxSmIm574N88uEgzz3/P/z8V87lK99Bx7EgzlZYvGBFN8naaioijRYzCdfSMhNH0gXzls96Znb7C6qOrAtiH0vf6TfPHuTNtyv5y2Am4uqq3tDZCLXbS22D5KdB/u3BMW60l/54kHd9LhAuopqjxQCRzSPJK/Db353L33MIfGkB9a0MJGhl5+WNV4I8/Ux63h9+AFn4OsdgaTXWGFBhbpFRstzuIQOePc+nnz0kKSwxzaNulDecsYPj37vrW5MUp57E2xCt/RiTB4hC5ykU/SAL4qTf/nl6hl/+3iT5bi+lTj2yqPj/9Uvhf7b2sz9PPXsQ+yg2HGSIOjUrmdd0Ktj7vkCT0//jz9A/H/2vINlnglQniCbPDUjjL51P/78/8/nfH+SNd4GzWRl1dc+UJRoWRmiwNig0SgYuqkwZUl8Qsf/6pSDP/u5/to9+/dxB/vd/BbnEyrswQ1IFulEWZpSjzUHOvpZ+x18+c5C/uS1QhZgMbsuexHcbMPjkZGQXgLV53ZWAsEB+Tv/YJMsNRCyVQTBlvUMRvCLPoMnDOcnYqldZr5eMaqWsDXLP7H1+/FcHuWxVxz8P1sNZtuI7Wqr8lMq9nMV03QYMfTkbYJhT3nMXYhyNGvhqFwhh41xex9kLoyzNKPX1oJ5XN7egUuoYE9CGWcrdQNUAJ/70QeqWBhY7Smkm4I0dCNCFw0Hy8S+OMv7kcAEDj9XRSzhMvvXjST5wH4xMwHTHiF3FubHdAF1/x4OsHyTbDPLWs0HuGQB9XJh/ysPnd88fJPx0kn/7MqqXrKXFOo6NuzixqzSUVblBbmq9vPNzQR793iS/fg6V0rWXyYsvHuR7jx/k04/Aobps9WWl+5nVRySZHHTaVTvEsK/CDPKeewf58dMH+eVzB/naDya5+Yq6VXEglVt0W1nv5d8fATb51LMH+YIfpaHKJN9irWpOMlp1kOCV26uS96hcKguM/m13Bvn+E/h5/+epSd5xzx4kYe9l5TzGA1ov/3hfkB//6iBPP4dK+/XbEGcEIO4YnEPdgeR76NsHeeq3B/nOk4h3qNs9A618ivXtvBSnIJ7WdpCi28u7vuDlJ08f5KlnDvL0bw/y4PmBcwVSGmpuvbz+bJRv/miSp547yA+fnOTdn8cFvuKAk5yZOSuDyxcSvH1cC8SRDHLbN8D7PPXcQT6/H6VhOFehDmHn5W33ePnR0wd5+pmDPPnMQZ549iBPPIPv+CT/PP6bg3z3Fwd5+LuTfPLRIK+/A5lSZfSWIFNluWU3xs2cmSBvvM3L4WcHefrZ9HlPPnMuT/DPk8/g5z2hP5//71PPHuSHT03y9s/CrRqz59sg+QYKsV/8Zva9Z9/3iQs/i39+w9/rtwd59PuTHJPIVM9F7OycVqwQJVQ8XGAEg7M0m3F/JYPDspNB3nl3kIe/gy785T9d3KevvHSQXz93kIe+Pck77gaGXxKXLsg1amR6aXGwfvh+Lz/9Fd7fr3xnksu7EFMHsI8ndny4zIsIM3qpNoQG+yAPf2+SXz53kJ/+8iAfuA8u9ozKwJVhNpRNKprC0UXfean0MuBZpQm6Cxfk3x5GEu7Tzx7k/gP2/4pybq3m1x2Kk4rPrp5J3VWFVJ4GqTeco2uTmavsQA6DEKY6y+AZqSJTL6+CKqWF9VKeXU/V09yC/BzLyrsdY2phHpP8MN0F+v6Rw1aAQZUbmoaMJvmNctNnvBSbUd5+50E+9qWDfPqrB3GPjfLpR0f52EOIasiNl1efIkgqs5MsLdu2duJN6ONBk1soVSB5G6Q6CZLd6uWNZ14+9ECQTz4c5NNfCfLJrwb56MNB3vlZtKiv3gxxpGBFMqWkSaa00BcrVKXZ3YXF4X+08fK3dwT5yJeC/MejQXaPjXLyyCQf/3KQd90zysoFuWmDagsJgIxobUFkRnefAX+CECjP34cx1tbLZeflDY5DOLpZRe0GmrcCSSXMQTjeUvLV75OCwQ1SbvGSXe4GWdu9NG6P77CFTnvVD1KbvVze7eW1Z14uM1oWuUWck0DCPrcwxdy8SyaWolfyj4YcB5VC3uH3aM6gSigpSVxTqVLyQKkMD+Ctjzb4hR2k2Qa5vJ3k5l24MP+2sJACw4WIA+WYuurCaKztELmQghXQsodB7rhVCa6PUcCVGWS989JcIYnJjVw6HweIZ7xQbt55Od55WV0Jcnnn5ebdKJfPgqx2XtY7PIdLrZcbThEnoHLavE/el5ISU81Ph2JjlKYf5fgsyPosyOVdkJv7SVbbIKvdIK/rB7l8NsjNu0FudkGOt6PcvPPy2iuDXHYXTUrq71Bn+Gv7UW7eBVnt+Nln+B3WV5BF9dodzFKrHX6Pm7dwyuKCBCSlA0bUsFTqDA1WrCsLiW49uyD0+WtwWeNgBMtPvCw3g7zpjkE+8sVRPv3wKJ/6apBPPAqe5K23B7mpHeRGih8qR8etTeuCPTpK0QOyq7ZeLu9CHNzedOj4EHGA+Im1USMcIhiWlsq12ayBy2esnF2I8IsiAQ0v1aWlM1dVek6D82ByK7sxcgEl5Z/rs71c3nnyeiH+feXGMocCuSSJHuOaZwe/OsnLbcrphzlrjM7hMg7KGpjtNcXIh4JdE9ACL+vb9teHeiqXWO2lnZEiahIwahbg33EIYKs0yW+TzAJqeV62Xi5tJnnVZpRXtaO85tTLqzdebtygpVatfqb5Jx3s8FUHzC4jLlazIs3Ybq07yLYQRzvIpc7Lpc1eXtMN8qpukFdvvBxtxlkmCLkJVioN41YbG+S4TRxFwQWuHG7j0u3lyA3y6g4RAJdOR6g5NlBbaPZ1bZBDgrmqQVYbtp5OYTHV66YwNK0ua8If1QaLixm4abi6kuc1D86loQWeUFxjoP3GyMx9DJer7CDF2VWpdntZ99Ran2HDKjSgoyZrS/s/N3/JTVK2+HsLVt+Fo/yvTxrplM2+R6xBh2lMa8NDV9vi/qqUu0GWO6QGQneMSmnZoS0HXopur3EwMa1blS6C7M03+P0ri/XPeNBgc+1RNRnOMOV3ULK77oG9H/Vwa+dmjPEeMVeJzzo3gNyW/P3LzRBzc7IWHSSqLa2KeRlTAqjZ84ADhgjJqRcE4w0RrlZwLcoOXVDRMdSw20t2Csdy2cLwV9Ck1NDCH3PotTpteci1MEZlHYx3Sxuk3KCQy+yAfJsOstucSbs6YKSxGg9NiWk/sEMDlLLqtBJPvhENXNMs/CStJIRmBrm0uSo3tHt5VbeXV28GuekU54Wa+2pDcyPfAURfe1ltAC3lLCqXBrEu2vFhljEjqrnWjWWqq0m8kvqQGj1YzSBZy26fhQ7+bpJga9eD4EetvLHPj9llYo4F9lJOOG/ZKfzokyGLAWrlNun0j43OXkiIRtkTCu2B0UOdM8RE4YbnTsO1we8apGmpnLTpXKocXPs396O8+XpQj7biZQf3V2bRQq54S6ICGDkwgcFJds/K2UvW74GxnUJDX7FKz3YgSsrdIKsWOLhOs9dJXYUDIYcRfVOc56oyOJWYFiSQ4DeYIsuuN1/FELjKwiVYEvtD6NIQL7Y0fCPIqtPkvIEvDg7VODGpD1Jt+Zk8mEqLTOxGx9BxA67MTP5qmUrJQ782Sb+c62Ylf4HY1iH+PlrJYjwgySHCVHkfEDdL3LVwaAeP7T7meMCRrIQb9Oe181IRzqji75r8BerELA2THE1ABbyj2cYAO03OQ7oqY3WYCoSKm0Zz3stOL2G4ISsDjghTsgKqx7jOWJ/GIvJ43Y1xEzYt9cwkjBHzjUMaJqV0GOmm05GZudX/PXJKW5DKTHF7R2vaAAAgAElEQVTMYcHNU/GAqXYD86I0whuQ29p5aNE7rHdhBgzb2LFFJ0mHnJtRql2Ic1V1HyEQjVPiFJ5isdFw72TEfAteTJlFxELtcODES5U8WM4LsHY6HQ9KO6hCRnhhbMqnqjuoqyozRTli5dRjso/TtrQDVgVPycsPXJ+P66wTtTCPWV26IQ4OKYxGXweORw1xJGdlEFXecC5EySTRxmFNVvH9wX6I8KzVaJQQ1YBLHr4ry+iJ+Jzo8GaRgHGRiUxdGy8af11Q0lkQVintJI0ZpTFTjFhumAQcUw14GCMyBs75aAjT56aFn8W7jjjwMck0rRaMFCvYIBURkJLdUKP7sQvRaNsYL6sO+1ahntUmXYRVN8jlPvzlwf+q1S1x+EXF2IbS8TA1ODRX3R7ZJB1s8SvexppyiSHnrBQ7L+UJXXo9bev9Xpp2kIzVkYafFT0Op7r3cdpP0wXEoBLmQabHNJND4eFqVn3t9pLr4bHds4pVyz4mDDVuL1W/l3y7l3zLg79jJd1DoVLzu2MY+16yHvLWqt/jJaZqprGjHFM7X/ZXgclv6SDmQV0xQa/gUI2qZbKlsvzx0BylahHdWlgfI6wxTlKnjLGiaHnYW8hjMTBnjHk4tbazrE6woSe8kN3Iqh2bq6ZGuFA1TAspmA68jiYbRlVULTTrKm3LXYgXWG6D5B2wVa3Ml5Yxw90k1emB2S9pqhmeJQjBVe9l5fZSOnISiovz71R0FFfdhO9g9DntWSQkHX9pcbmUzjOfJcRBPZWDNlqHlpdm5OAg/J46Z1ZVKmleMvPsTVKEFZ2fjeLjGrUTJagj/x0gqrznARLjOnhRuhAPqqVFGB86mQnmtZ5FCv0feadhXNRv94q5490oWagoTJPbgVn16KiXhMRgwEPlXG0madopQj1qMNKh7oAmQqzKS6tJtRNljzOPi4XfpjpBMFzNC6W2agS7io50e1V0IHhtgqy4R1f9IFV8B3jw813RNMpSOQiDwrTg2tfRwzFG+WRJLwgKyBCLLE0f1jXQi2xhIL/OrEccvYWfZmk4RexU5c/pvSwZ0lZ0KmAYY1eS9SiWyy5Q1MDna+biDeyR0oyysOjoF3yWuQmI1N6MlNLjGZUO/F+2HVAI6zMi1FVZQq2tIgV7uXk3/JWKn7iyss0NK/nKMRvbqhvVR5dfNA1FSIKVAysZxbDqDgy9tkTKkGtbg1m5sPMXbj7gnbepmUNNA7PxRw5ax6FRK569G0iooH1aWebk9HuptiA5VVet1VVjkLSZd4AP1h3TCx3NN7s9p4Yxz4RkTbPlpcDuQIkYjD1j5c7NU3ZBGjNF+VvlPKNf0cWgVfMxdS8n5lkTcit4YBRxAyYYqHC0lm/3UvR7sPzbQYqdl0xfDB6CpRJn/OyKn52bkROKglSbUeoTZH0stUuxY6og20mWZsIL6pJcVIOlljZQQgf9dbFhBWiTwaah8UjXZ6Xr4/AsEVi2xzptB6gbHNrZmpV/3qEoUB2/eh70ckS42Sir6BrHO7TsQzS6lIQpEXMMhUShMFzvpdjh0GiMms/S+pS8eEsDuKQwoyz7tGHrk0nKzQSzYK/dD9+JdpTMkNdyA4oeq6Tm7HOp+Z5zarUG8Rk4OwsbOCEsSLmBRPmI7tCy1yA+XIoL+ktye8BlwnkBtfVSdJMseNCXHdUyXO+FmeTIBnIVCVoqXKDnYpLMHkCAnk5ScTi5pqs2VJqhuPHxHajtfI8OUumlwP22sntcClvyaOz+0yB6rn2HDiJzPo5srE8QVJa1oxz1CEGDxDNIvpkk6w6ysBNMWow50dz8pYUMMrM0A26ClO1EaDBh/gWNdEtKm6vNKNUpppctuW6FGTHLox2l2sCXsuCFnyvEyq5Wn2Vu6QXakEi3Cd6pd99iLAM7m/m50w+M3h5l1aEYzU2Q9XWdu80tVEXgBqq2e1jHWz2A6VzjA1oqXmm9rFufxqX1qAArBy3sgmRgo62rpQGMhwQIDVbtxOxVjqjpn6su6VlV4oepMxMPPz0ccOApfr/aMVtk62O+toYtVW3K5KjigYDPbYhLruw+HqQNMXJ8puJwaFkbw880adLPumPuSz87pI0SkLgQa4dOQwdrgwTFRiqVQLWKO+vFN8RsojqSq4kraOyebmp0UBr8pNkjUfrJ7wOZGp2O3cSERnQn1QljF4yXslOHtnYUOOAKjuTL+PmqnslckNyeS8no4oLcSqmVjoN0uCaOW/YMw7JQPqBK3Etj9nJMNVc+C5TTiOPYmrOKLblxtZJLEeCEBC3NYz0leW1g5r3+nmiNowa/V9gsvS/F/BmyYisItyDeOkhu9/jsE1TpiAwfJA1GD9BXb7n+5uJlHtdd3/UWB8iSksDidLY2LQ73koVZZpHrrxHQahxULB7V+yRFe5CcEupKoT3HjpfPvOChkbtRFj1hRu0oFVpxnoNpGN/OqrfqprSXnWLkxOktxlc2Oz3sycFsCV20IRKztRnkuCP64BLXpHtKZwkDFmHXQYkpkmoVMmFuj+PvZEHK5luuB7tk3Se4QJR7vPic8tgtkBMzMHst3R7wz+mYVEnkPMEpeMncNFsfwmMRssKFk5mD5C04z4Idu+6d0o3YOx1TFCwG56y7gYIQPlt2UTW7l+Z6Ov5XEePPuJA63HjV6i8a0H7pQuqNzfaj6kLMtSjdIMVuiCoKlWeCAAS2p4Ra4bRNIcHWAyIpzcA8EU7jUeyT8MfaDtLsoGBpCEtlZxiicJkHf73zUu88XYYhMvk1u4Zmhv+qO6+2M+x4O8jiSiJHGxJfqOTx0jXWy9oEwl2elT+CpZoO+GbDy07xXT3Y9UBuuvnliv+27vAsUnXPg56QhLbOepEVnYZm4bsV6gg06TCOKg3j0xg4C8wbw53RTmrAE4Z+D8Q7SSYTYsnP9pJfIXzXIeAs3w40mw2E72B7z7tJ6naUtWEiKiumajvEeag6IOQ4tqwg3pXrUGPahVGUFoFcernlTg9NVNCI9dZnQa4mkspQM8Xo4/h7zp6h7gP+7IwqGg1S0/nJMa1TN6W9GJKV9+hK5h6IrPeSnQ18hsB7j3aqnpm9k85TRTXy4NtHQjx34IyKFv9/pMEmTq3e7mXVovhabgn5WL0wsTZZi2p/bfDZS+ujoq9yNBb13Ftn4LSabsB6K++n6+0UJpykaRHfXsylmG526XN9sZ/IP9kQ4b0IMWuXzd+v5jmi/Fx6h3UNCPHa9JyyniqlzSgYIET1F59TtdvLygBtyHbKValqDtwIBlBNsm7Jg1gIQUotANxIKGovGnOdO4TW5W2InFrmBsm57ogP9yBwtz4q0nCxAdrL2gmR2lr8WMKONiAvzCS0AecOFYGWheXWp3iV7XVHL75JdGoLEi4nEjRKpARms6SUzdIGuM8M8yFIiGSG1uKexE0LfDgnOahmo7ILs1ubVe12kPIsQTBxDmWv+DWzLXhBFbwQGi5uZYGB1S4pJ9C+MVqCmK3O+kxE1yB5h0HjmpVdE2uvLC8eR3WRS6mbyhNAZTREdv64TYeuDgmvlcyjEqBhxV1tQ8TlQOoATmp6z+hXtN1rJitqtHGtl54+E8MKwzBllWRqvR0iUayXeq2/dxuirriJagX+fG7STCvGNkh1Eqh+wCHe8HfCcJkEaxV2H9MdM0vy2rEypeQVmLunpFK1ynv8b+qoawuoBl1oiDNpdV0xID0lODYdNoFCCeAOBqmpYFG538rpZZImrKkkVEnMpqPvo9dniOIg0+5K4akOLbySrY0ebPGzw8VneBr4fAeperjjS3YpOlEpXejwr8S1sUPsLEvtJvm59SneuabH5zb9HrOAtVOn0UuHgqi8sOwCvwtlsfpdN16qDda77tN3rbrU8agrGrOBfewQ6i5IQyFA5YI0Wx9JaC1CNA1AjVCaQJrC1iDTbCwMpA1FFDCRpn2/6jxiIjpeEj1h3I7mKIV+LMno08DRjlB5VRxmj26A5Cpdr3oeqoxS52pU7A6V82xcCkpUQYFyCCqaqU7Se3Nh75DDK+P6+CiR1b3TOB8LaVy2Y4SrVwbPYmVQMKoSSRM+SzXX2etV/KtbCGkMku+AFysRFweQ8JBRFUDOA3upMstNkPpW4FtIS1TMUgmV8YJkNGMVHm8r/sIZNeqltlH8pTVONqb6GXx+tdEJQpzT2+8JXXBIvCOf0E5sj+lXYPWg7lDFDBUnVpdd4fTAURUOcUZL0tkw51ujY0ngwKXL2AL+DpUFtpsrsWihTS6pia7jpvKiQ7YLbtbKkFQzE9cDw3GWDvh83o7SbCbG6uI5a8ppbbDxsx5kbk2MMrchZprkDt9DdcUNL/3C+qi8yOwIOZsZOBYTBLMOg9Dsdxhc6JGIPMQgmcGIPX2uOYkqkHQD5ME9CoNiM3H+8ygxl181zYQl9FKtnI+qDlRW7KjcPh5wWUc7PiE4VX3UvCC1W9WNqt6EZPBj4cOOsSZsgITEpNrIt5SStuxknUpEeajYEdyYoTlRJdEKVbnUBWW8SHOrIwBZVOj7x+8KtzDeuZWB3h7JncSi7cBMIx/fI2jmg8SBRGYfISEVOeQ24GDsBhLq5IZ4HhTshio7QBrbjknX7wZ4gBzOlLofpNmwS3H4XJ0BXJoRxs8t8HD8fiPXZYic4dLyHXasaIlzx6RKPqfaDQwsDPEg1KTc3KgCbx/lwLEYtYnHrGeenNqG+F3y6Cz2sYBcWnRAKPrYxfNyrQwVXZbr03nGk/u4PnphVlyfjLBVaROcm1sQ2uD7Jr4zfEYKbXVY26OekHE7Rv5ubc//SmSDVZMBb15umkjEsJWCkYZtc3eQ+bg4VACs4DckgpTQM2lIcGmQL7J0kOg1Kse0MwxXK5Id2zISvxrB2hDHLewUtb9aNegw5Ip5PyU7EjDlMGoULYizhXYnhBagwuFIvdlnVmpiMwmn1d+ltJDFNV1gnG7alAhlG6NUsmA6aEEcNG8RrYrsfahWNMEyN8QseZGg8pgoqSOpZkfJ2GZXp5heBYxVsfuBYyKRa4MLC4RjbvBy5LyMahvk2GD0XsP2siaBXWzR4me8kBH5upfCjtGVWpOIBcQFWWvhGCttGKLmBsreAjuRgXJPmt6sHpAhdpJVq8OzR7zUVp8TpYqqLplVSiVx0YyVcUVSEp1CkGOzR7XGg6skPgoJrX6fEC/ZOIjIqGROsWIqVnoejBba7HUXUHVSwFD15L22OGx0rN/SadwBD4EO/y0n8Vn26nvws7VhYaCyy+0gy+3A6Vi6NkOaKGWoqKI/ojZYG0C4UPHEd53Vfzlb7/hde9Wmg1BtXDJyNQbEe94zFt2MTKRlAWh9lPGqsqlQmNjMBpebMQkRtAPRwnH2ORWhrQW7pJLu9sICitPnVFso/SpGnUMfT+6RBcmSF3NtQvIQsKNe0Ym91OekB3Vcd90Ts/VpwQ+VW56jdHDj78EzsOxxmTZEIRpL3ovrs2qhZANnxGfJ86lwkzSMAVGuRaeZxWdpgMhkFnOeG3u4Hsb/Jla8qVXJVaZnifdrFcpbJ+ZNuEEaEgy1A7moAUn1NReGShkrypcKm/DkC5UCb7jajZgyvxukcSmjviYRlO08b1pWaRZVdG5UyjhGOWhuQ9x01WmQ6jMTq0qPIRt8ifPZZ9adEj/aAvNQ6n3kC4o+pMk8FpsCVTSxNYPfOWe7nblRFlt8p/pkgvJDc0RY6eXGszOYZOkOUSOtPxfTu5DKV5AAyoivlt0UO5eC2u2SBwCqBRw0i57QTxs42HtkB5ZkvCXxw7qHQqiY58FTM1zzMClbKKMax8z6zsu6HZPGeROiXyEOoleC2ST5nSqglj0MgkXnpb51kupWEIcZ7fIxSZFpqEs3MkKX7bhWS1YJcHJTrOYaheFYOcfU0Xgg8Xnxs2o3Rj5A56TCys/OpU+O2obPTWcmV/QA5DscBoUlYdd6yd1emi1yWKLsltUn3MT76L1QTk2FAArD5LsAIQIPzpLdSt3jczF5SnXlPq4NLjk4UBsexoBLsA9ghiO826GQa3rs9Wq+3obDY3hY15RRN3EP6v7RQTDMk7+AJOD7qGwxds+xk0xTuCoTIjwUlTHqTyFHoNHRSuiu2I0VO5rsWBwVHSDIVQ9itu5CMml1NHjyUtSuPsGNgH4r5SFm6x4FHG6QYhew7so3dug6lLusOYxeL5t1F8Cvqt6/pe/FQUGXRec7O6jZPtKUWkSog+hfmkHW3SS3/O1fGcSiOuV6N0R2femCxCHMjgcsFxmHgko2fSRHc4d2SXG3sk8BRSsDQmetPoAet3XBHGrkR3upiO811Es3rMjKPsSLQjsEdefmdOzVJFAzO0SIpTQT8bOrUpshMuoq0dNpXBVb+YKHBVps6ITn81NBQhG7NzgsSsIIOqu4ZleSE8uuVVvsaDQydILq9zBDjJdeOCTyZWdDVI8sdRKQHmb9JJk9l7ydmBA4slXcRwK0sbg8M1Z3SLCcWGHRANWpltlL1Y6xRdYKsCBH0fR7VF6xwveyokejJIxS9dz0rZJxMy6kRRVcsSUveUmoMADPSS+BAM8B12qphwdTPnV4NohSL9mOv4sNMUE0dyBlC8JupcXBqwqQhq7gkutcOR8nucW4Dcc5w9zgFWWDazPEylCNRBjIgWcI2A6HXenUOQylmVaWVTdK44KsKY2uDdVzBgRpSUWQzqcoWwxNB/GcogMq53kgJ3ljbb2sdoloxoVFHqpLa1M5HPrrljpxPbx6fbd1ZCGzeXZq7iJM5fxsuhYPSOujM10P5TUhRw08y7VQIpGeqehBLzynDly8H1DaAAqM+1NxeMJUBc+SqguztWVH1w9xqM2886hNkNUWMLcS8gUFFFAXkcR1uIyaNqEXGb06KDBCdDWr7Fzzcqp4Yeq6g/Na7/bxvdJ47cZwzrcZ4xmHi4CdniHsrNxUP9vnjhepwuT0g+T26vXlnK9ubsHBSiwLoV/KUIeI/anpANOr0FKrPX2tF4F+IZewuFXEmXGAV3pA9J7Gi3QDVxssSuU8b3GfHKYuiA7fLo0+9IGbO8lCKxK0JQ8obNJ9VAGpISR3A6ILTIJtKpKpihnnrEAqlfSx4leJ34qfpzj50g2SWUYB0EmpDsWV8zE5smGsQslWUfHchvOGy97DParRsGaIUEJuuDG4cWGcg159tdUOKqmNqp4td4fh4KtedfIkOOMh6ZM6aeMZJnUVB+MWai0lrBvj5dhxQ5MkK/ncV9aTdCIRzFZ6reYrrcy1uuOBVLJKrFkNrUiQqoImc54EfZBaYzG2gxQc/7cyQzRC6XPShMfazogv5bDa2TqTf2oM5IVN55mZThUYiVsd7IJCRIPk1PCG7rDaQByhM3+b7T7+3GKnCjCQ6McOz7HhQYfxirxsyGMV3CM1YUV9L3M+l7zH58JLwv1ofVybcosohcql//uqHyK00HSjrFoflVA6R7fmwV7xHV9ZL+t+kKq/Cr+IG2J0e8N9BGgtRF4K3o4hHo4RvrE8yHh5KrSj50zOc6QxuKxrZobpBDiIHjyVNUnAUGyHOImq6Qi9uKvxEM7pyF5RLRafkxuk3F6NZHPj0iW44meWRtc18VZqBsxZYGkEy6rzUm+xJwquT2XS3td1r7Wjc/7i3nE+avJXXZB1q4o87A2VcefsuBrL35sk+MrgfAUhv//rE7j05dc44cyB6MhdiGqazPEwozstMyOnAc0ccmxnIhbOm1nJv8wyN4TO2yWzs5eKv7eT1Dq1yijTn6SMcOxphHOQgi7copsYrxySTt0k8woURmwXeatr7lCumysSIhPa7Uga+WiwUVt+nFGrZK5Wm2aKz6OgIkWhL7hXaXzrBla/STpYdR664y7I2uIgg/ooRDJHYZyqS1ASWtpAZdCsGnBJuVQZT/meYoV8ydohdlOKn5bMHVp3e1k7SA7zHhuj2e4Rf0HZLLgRyM5KQhRFD6VUzJLhRqzaKY5ULOzETUzOyEAB1hAi1PnEJQ8QlQTGqWKnOAjXBpVyoVg0KyU1qqk3BfERJL16krrx+/B9MgrbEM9X97hLaiqNUFhyrZdO311OUDIwr9WnEzpeBuYpx1Btr8IJr1W+Ppt4WbOi5RoWrHq141Q4MAoGFCLZXkVxsx3olsdhu9rtMbs2auNx8FzWbBji88edl2MLGCvvUVnWxqdOkPuqZAaMEo8xbrhD5n0R11LTe8FrwQU7SLENkBAr/s/iRWM50AXTqWwJDbIIgLkREQYV4VHl/tSIqLEuNbmOdTvIyl2VFS+qcgspZeyGtnsUoVvAyU07St0N9JFweHtPiIUHe9N6RiagAK46cDRK+FaG6+5SQVSyM14xMLFWEpqCBXTImM3cGA5z79WMFcAbWRZJZyxEusRfNc7HGJWiC8z+wUXYtHu5bP/KsPWMVV20qlu4yJYdptHkFtI/xfxgBAlStkHK0yDlBo7AhdrTo8sTB+nCjVGdECEdA5x6aUbJHBxyeYuUOZ0dqTr4plNCzVMpNEWlBCr0kYFvge45fNbSAi/GohGj61jl8YVVl6RO7Fnysis3mCCVbyZZUHlQmlHKFodGcrAmF54S2MX8+VGXm5/O4mzNbPh01INjox9tE2RSGBJYhm2xYbXIG79qQX4qlIPLgC2wxcGZWz2wAslWvDBQ8DDIjLBGJPhUCra9KsszhUEIWW199FzkWy9ZTxcwqw3lVfTZapeYWXVb42DAsx3liO8TXJW8jBnYt9TiwSW3aG3R4i55uDUmSGb3suw9HcKpI6wVhjGBDlWN5R6Thb7TdwYzdI8IPeQt1rpUvsVwzqrbowixY8TxF90YuYa8DVKeHmhUxGW4PNunS1jNSj1hJ8sWvksmMYUUc0IMFclePOOJaiofoYOGJG+989E1rsVAw3eiskq8U246gysLVaI5iCky1YBr1d97yXloI6cGXUDOCzZh8FoEjdG1Wp9iDGTWYg9lTp+rjya/BSM+cjcAQpn5fxCb4qXaQvkDHiGkIobFmJLOOkULXRFkwvnZt6Q828uxuwrBwm6AuZOwSO2YAWaG+O6oUz/OGae8G6KXkCAViwtSM5l0ZGK53cvyylVZbRmUuBuQ6bTV/Tgm4YzyCOzaoJYKhIxTEQDlI+adF24fL0uFWjNGRKjbu+yDNO1eXvvX5Jy5trussAFbBMnMAZVRNyZXXgslyaIn9ngywU1oUzUcW22Dgy9TQxIfUM1FXrpA198BwxI6kmZdiLLO2vhYdVU8BCttg62Ph/+CLuBqE6S6VWWT2hIn5ZCagNQqre002rZRjnrY96tN4Ei0EInRKA808Dtc6vG7YShCiMRb1g/4velozDrIsMp2ihsVWCva8KZHkF22G2JlWbHDQEIgcdlujHrxutNpSUow+xjLEPXbFiRp5oZ04fWsEvhi162PEJ8ONold1TawhUSoWkaeoiT2uaT8tuahnF3z3dXZCtfsJIuepDDdwZgi5ZE9pAeeCdHhmPUoMAq23YX1GDwen5NK4lLch6qGGmLfFXXnpdEWXZ8TfkZhvFSno5QneimEuPlzwmiZneL7peQyoBgO0LCT5N2BZLt2wpOoCS+F77GrZcVYaMXaBkpkAw4ko9BJ+r00jfaCCbCFWTBjRQ2PzUizo1724Etq7ZYcihQlMzHTQZV6EyFVDzVXP0Qj3HKLKnml6+AIBfPMiNJjFmJHvZeCDtryRP0+4C3UBY7LXZ+tYtTsQllMVYSEFdYCVKb7Nu3jUjs7Qkc5Qw2L7cAE0cQzxBkW5DAaM8qxGeS4HWRt9rJmnMhxN8v04s+D4ROR1TW/L+SaaoIMMZVWeRAdIVtsA4qmdgK3NpcsayFrKPNWCGzWTdWWa2g9HOYGexXZTjjoqw7jTnMiL0XnpXHXMXC9evWm6CLLtgnbBlFJCWI7Sd1OUGTYkX90cpGGXLH6t+kBL3de8ivEIA0w8KUy6/HlmaLLs+omOe5ClC+WFmSobpw1H4CGUWm8gVrdKwtCEOFYuJhUsaAXieJiqspRCzb+vS4evAW5QgxUYehLmTmfXHhbmGUWboYvO8QM5G5E9kY7wtFIbXNJvK7gBtCJY0iOJLnTBrhye+DEUC0w578PUppDHJOnLteSCoCKB2JF4jpnVZS06H4m+woXpK/KeTSq0Veoz/JCIZShJGaKf0BFsjI+EXK6RvHZDlwjxnj0A39PrZhol+ezbXhhLXp1iybPQeU4Ba7F5qmJW+tEKHWJrkjYqhUf74zKfYeL77Bjp8rOSkfdZWeDFGd7afiMLrhXnef4u0nyFoXSuoWLV/mnmt95ucU7rXJh+AAIYc66TwR7zeDODmRdTbKzdBgHmG3pKLazSII+SGEPDPojtm19dL6r5E+9K5plVMTOOXUL0ZHPwqNgwYbsLc+YgJmow3GdjT5bHE66HzVkr7ZQbC37QbIrXvIre1nxQl3s8F7o/lafRW3QvcSRg6zA1zatbx7PgzFJNPl8y07VZ2M6LzolahHVAYKb3ZX1KYGzD0gCMCmpVg1ZaztEhOPY+DjJsI7PVDsSeqDUl0BOqNxgLnS5mSLcGXkEg7OgYURN9EV1LNC5p2t2gEBEsIbIdpqkuDXIqruOnPOG1ZukajULJ9C8AfJCY1WXbE0iztTTSahtSSQZ8aXqE2J9PbTgcBIOsf1ARUOm3mm1GCTvpighVCefxs4WFhu57oFbAltELLFKS1c8RGtWWUu+PPXWx8MuU1mf4yJzITC5CticOi8bbqglK5qq9VKfYlPUW2CEazo4Mz4rtFp7VMLxe2DB1trmdyEmKjZ2QPwxsVmtEPRFP3YeP6O/CiJoiwtV8d+UJR+I0+vL7aMmXl+iaCSKh3VIFwA3yDxWOeemhoN2RFXZBUJpIQ6+SH+fXYRTV7SukY9rBKzZ0109yEIr7A1IW5XWVts9Jhd1Pioo1NBUOg3cY8KnCUyN3UvRX5Viu6cZkJ4Evq8lA97WdvYO8/vWDnlS6msFIAsAACAASURBVLStTsE74B0emGFFknGrXUwqkuYdQmOCrOiarnggF7y8VK2hUSGR8OSaVDatU8xq4j6ojA5DomKqH6LPouwByaR3w1/ojNVTU87Wt5y9N+hq0ckjEsJHH0BpE7xX8jLTi1VHtFbsIOJ+tD6+C7VLKZ8g53EJlP0g9faq1DtkbuUmkH+jEMCMMRm1tD46gtXFW7jk4oWDG5cqnNWquOPhq+uql6vRAxiFRexmqY4r2R1Hcx95gJrFVKnohVN0Y17M6jNKRen8WVcd4NllT/hO85fInUTlFi/DGN9ieFnxkr32cyEBnX126yU7AQx23cgGJW/UjQjZELC6uYusZPWQM/xs3V10yKnkLacyp7H76GSr4peGigWLgJuposuz5E2eqwxvu+fmDBGiUFKs4O2pxF/Bmzbqko1PyqTdwMuH2KX1UdeMz9EgpCE6RNdMHlWlQcxb73AYrA06CpBhegDrLT1EwndeZaujUX+PdYuJYuseyo9sR5mjvtCqnOCziHlHJkhh91FLXFjwBhp6p5WtylTn/zedNAU1QGBn4qlPJ2FIIr2wQRpWrI3zMWVRN0W5xaXV8AJVmaZudjxbfYbAjEuqQPQFLsi/lMyJgQV9iOuhVRe8EF5qEtuqcGisPiOQm/XuqugYzXyr7wzJri4dApCfMuCq02c6g3FYddUObX1uBnzXjtI5chkVD//SqDlp9vvykiusVqz4TI0ugGpjiEFr0SzmKEJwyq0oyQyooHYq3eReJRSiA2pSzlOqzKtYFfMQJ24cs6r43xu+m41WvFr1bgfOfoUkUqHhWjOEtFu06JKqHs9txWFH2uXXfCcKFygiSGR2msJFLihCb+w8tqq64vnkQlLxsQJW5ZgSv3EwDp9RJKFZcKoEsiZPVtopQqjRaxDNmKmA1E4ClTth4O1MCEC12qrDf1foFYYz4vck/nWOxnIGJa46/l7a/VjGN/Dv1IYmtH72nayPPI7OA8jsIPXuuqqeN0luOFzA8B9H91qQhtO1lBSEomHkL5VMD5VL2trFjpigATGrUQvqLCzM/GYLmOPLWFWNesjdIPmOM2Gdp+lrVjnoBrN4+Lj1UpZ4RrVG0SmRx8tEDzeri8aN3sMlWVsvxx1s39oFzF2SC7okawfVwaJHgJI6PqGrpu7bwiWJG5jkF2Vo5XagmWiQaocJVSsaelY7dEo6tEJVCiVxVQ2FUsw6ms56zPGsdJhNPPgHBkOpU5YdjkXF2JCMXRnt6PayNnspNiOGYdiB8jAvFbFNDTlb9oMsFQ8mjlxYqrCsT62+JacyIwQbMzecqUNS9dJBjhwMgTpYpyJ/oLEYNfXsBYl1bCYcWAXXWHX2S6tBWANIfxtkbRH2tmoDiU6sc9XjEl4wfA649iALN/B74/tp9wvOBR0CIK6QDgeXDq6K8QWJ/2Bn2SPzSbOcVlzXzDF3Zk7uRh9BiOQytPusJrkXlV8BQTzrcFTm7CjHbb0ULbKq6n6A7FifpRsYqULit99L5ijdtbrWA8ai8v3MeLiqWmjVQmVSarXuwNPos20IuS1Zya8I0dTxnVOTKKHXnsQmi8maXoelVchUw9nwLunwk8bqHvBRklv3gxRbhDLWW06I6+l16HyqpmO3PEYhhspVVUBS9CiCSqa7Lnvl5wbONBkAA7IjqXsONOoSeqJdybLHvmncPq4RoCS8C0uua2PpieIarrqArpqQa80Lct3/FTln3e9TAqYBObEygxx3Id7Y81FipTlErbLqSStWcZEsskHK7pCyY3irVTRloYogJtgeYvZ4SYJsqfiqg3ZWtdsZWyidDVpYL0sD4jR3kKEu7MghCngg9WaKmLcSNahkdCweiWMeHOpeVUa/5ouPYTHqYB0j0VJv6WjsqOUlCbbuMEUqWs3bpEbQONbCQl5a7FD5rzS1cEvlgU1VTEVzTrUNUu+oxW898+rTbZ+3hHOU8J51EfqcC25slXvmXYjKnVLht44yNV4uNbu8VafwQ4jVmtrG4SRkdU/sWuOo5xisRl/Ez1GYwXqSgEkoULpJKr5LBau53A1xWpsSyoXlYJFrtNZ1yylUjBup6R6HikKdvJRAsnvMz/B9C+3m2EU0esG1SPpsHLq/407D3TxhD3XR4hIqLSq/WoMI2S2WXAcNPktzLZIrXC+XnB3nit0aXNk+4sIItPMYoWhwGenP0OFJ+hmNVUgFHa92CbkbWBWPURlVsqOBiowwCZ+XPptYWPHfxK51xmfVLJ40XiGOveQ+09kfBTuC2uBibjqFB1XYkfwQ2pnm2sH0Q1RB1a3mew0x0bY0XpYsWHU+SIxDj9AKO2lKfyvHfCmF7JwS8mPqwiz2qrrCtbPWvVda+nWskrPcfxt25ERcGpPei0pRCcXz+cxi5+aSsCInma+frXOPq9ZLs72egWt1i6zoItMESCXpVq2Pm60ipphzwMfKhNmkrBA3vk7Kyi1yWupIZvmo9knDJnyyF5PsqE4T2ZEbkKalCXEQSEmnqg5RiDic0QoIMsrCHiAR7cYLQxQUvys6fYlVDjlQVhc4gAQLDjkfJytZTkeyXkqH/waXJBP3WN2WvZeVVcnmKBoqBpcjzStsoQuSkeqOLPtkBdd4amX7YXAjKb2D7rduoTKKTkL6EOZppOosLfpE4OpGmcs9l5aDoM0h6tNz6+N0oLod6cD11Cvj4lFTX0XMXaulODCDZF/paO13wHf1Z9dKCir5q61/7yOnUbr5dDY/4y1GxHvsvCy2lOYpRGGSUqc2yaZfGGC7mVXIhIRhhOHohnW4uNTY12xp6LG8LImlr0wi5RRmqzsMeck6RIlUhp4VmrTmh17GSzGOs4w+mYlKIuwNnXSlXgFUxqNkhByUSJ+rXQpKGxFhrXwOfiYqyxDhqMzSy2MmOXLqsSGx3wWpTg8g9jvlAnH41RufTGxq2tNLj0UEPkd5Ggx4qen/wExajnLtgiysl8WWxWE7RRl55eiZ6D1d2LNnaBXeIsSluDvJbOUgMws0APlWU4xDAN8W2C0N8XBVubOqgpQzuBAlwUNXFVs6s7h0KsHlz+eBXlDVUxNpKTp0LDo9TnmcOK7R+Hgp6ZzykvLizOCdKIjE5HR4a2Jn1cK0eR1y9xZZ92grqu0+2ptXluPvHAlJ3jA6DCFiU44VrFNXYXrxYrqhvXizpoEU7CBalX3iJi1OQ5RjFq0ehHgxs36U5XZkmp++XPt4E2YuyNIdJO8ODCDTYQb8eS7gEHTTxQvJeslbL38RdmSS/rxsRyk3SL1TTXJjgxz3QyLaepKJhnEW+vx48K9pvc51I9pEAKlcsKB5q9BqoQ+S9ZNoGJyGM+klWhnOIOZGzGyIIWxli5F4S0snKi+QiiFnmRnpRdCcJOUl6EUwGLSR2SBFnAgEyEGDrgpWKxpHnSSMs++qVY7xjM/dQ8/dQTSw2g6MTGZFbYeIbcf3zbIKZ3emHV+EvFx6V3StK6eQYODzHhhgNZKMxiFWt6j+S+6BYof/V0durizgkeN+kLK/GsPMGlZpZaeKqkSYZzw0dWpc2WJzorOh7JKHX8GJXBkr6aULeD6WcEIHefDSwR9Tt5M0fZCSpsH4c7n+mcH/LjczT4vj+lM+WpiJ6z/Gg0mHjuTWw7tgRgxbMQETuzYTO+KAeOge+yV29ixm4JyfRBN2dW1q56XYjuzOUkSIcjhVN8323zjz1qCAK1rIFZeOopOOvgBDpMDq7zNERZ5Ca4sOg2iWlhLrUx0RSXHD1ku9IwQ6K6ZWjuodM79cErEKNCDEMyXBRJ6XwiRlTB1gscmDutpgolrepTUqurQ/C8qJl9ZHL5ReZuoXyoz6hYIUp6M0lsGTvKDX1xvE8urVm2LuSmOHlJhJbO2YuGFGckZ1rblWSbwVNa9eNcjFhZdaVQAh5veUhFxqG6RWUmmGdeX9IEt9eQ31yj2HtV8h0cSxjiBFFQMMUvaospZdkLw7yMqM0vR7SMCc6qOT8kEHMCTXsSZFshuhfBTafurPjUcgnFbzbAsRupSe35pQTmXnLTm5DRNivIN6BOJcUEtYgs5BRM7iO1+QoMbvyxeyg89i6XAYwWehDuJ0IedG5ydwahMvY8UvCx4+S4tLNOPhVHUTYQ8e5lzziItqh2gCuBQHOKiabZpGW9RYkWHoR9kjMjcSgjZBbxmhhGRaQQWsXVxt8fyzWEFrsNkQ4z8Kq+FmsOprHLiSvGsDxVhBfqlkjosSnrUD7txs91K3nrnv+xhtEA8QR+WGHWNVXXIUoI7SjOvQhWj+WvRjHP6ukdrKYcErcM5EUh72TIzVS7/g+mNi12z9N/pzE6+Wd4DGlj3HUerPJWmZ9x7FmDlI0R7iRKiS669mIgwHwnrCI0M4z4Bz00HyORVrSNIkrGZToZDMbLzAXJh5AvgObei3YOdWkkPJCRXCb6GpllqlhwhjLe0kmTmXnLNEEGw4xsKhdJDIatdS6n50WliEWUGTSOu6T2dhVATZMTrVyw6OY+0MMKaTKq7NKMWtUxSOlErmG1bw1/xOBeXyKiBYWOzjlF7AsD+ea5nxUl13AtfqFmKkqRJQk0dFg4/mlhR9kJiuyYXFAaLYmo/5+LnlTFCjGL/q10FI1B2gm3XHzURZWMOMmTQIhNzDSYh25tqBhFuxbS1dSu9TVjxWi4ZDFLYDD6CUspdb5nwQ2tLQqAtjCnlT124vcYykbqpOKxHNPh9ZaSpspAoLfb4TlQeTlAb/e9n7FCanF4Pz8fBEDgkMKVnEyknAadXlhqRUUJ0yp0zhMiScs8EGUj30cjfI8sog5Q4E79J5We72yajUA+vNDbwIVXvA5Cs30ICDFxgH3cQWdoxVDYZOD1HCqzBT1IoT282tl4VDRnwTtflBkrkFh0U1+5wYI6JRFjw8FmaSwhxAuLGYWFNhkXNoyspqV+tjBLW6W6vdVcnPrtLlOUhzhipQB+aUjtOirCpqIIK4MA3MYXNXdhRMztqLDsMpXIB8j8R+bj1ie6+gy2gMo012+2gYil4Bemqq7iDreCAlXFejjUEqg3dSF3DZYf1xGIJMzXaDZFeozKKufhnNcZ6SxFEKjgOs20nWXP+oOOq85Jx5jWKKmVqzwxABjmNUGtVdwqoLFoxrk36fqEqLniFIeGujVa9nvAo7QcOcrDMv2Rku6NJ4Wez20W+RWU//D36XojvIiqR2TsSg7gInEfLyaicaF/XQxaWkHEWEYAzgF1woE9AAdh8xkeD0QPXiKJhJTCLeIkxQ0Y4YGmmwb5c6rc1B4bbY7pkSMHsvHJCNoj1I08FDgvgWOKYbd92K/xbof/tRSjPFQ7FUyKFTjJaHrLaSrC7QSqLSUihBW3jNS19YzfJHVaeExNLqkAy6ezsmf7KiUOxe81EqElRNl15MzWdRPLnSw79ly8rqLze6uX2SrnIxM0dNsiPDTj5hbWDIWNsUrNa4mSyx9zTMEIJpWVmagaP8RmwCVgfIjvds5SYpNiDWwG9o6x8ir6C4KEZXokpXh6xGDNc9BjyUHSdBUZmh1VQMALOePosg9Skvx36QWvmJbmC3xC6IcJSSvWi3J5CKVt+LCfi6Te1rfC+Yox/fi5mjdA4xIXVxENVuF/QMZBZ/r9gA2sgN4hQKO2GaleLDRi3/rNhcSFWcZWXtwC/kqjiywLcx4UnfN3airPhWVOxU/H4K6axNkLUNcrnz0eFZGRD8qw7w1YrKjdV24PS0uZ4dAoSq8/AtGBQl9W5PhRWjp/tE7KvfpeK/z7sJqrotI4U5gnOl7yvFGepRUE+LZuDXLAAgx72K37Xjevd6kDHCxWkRhv3cOKiZSvVjKFFrmTTL4q7ZYuaBOqYVDy+tl5pFil5KmcOejsojZvKv7Hz/oQis2fkttbtqg1QbnC31DlBdYxnaxss6NxyYwjXIHWCspoO3RrnGspsunHWAjtgtq2KQzzonXLhkR5sRJtO0gEWn8zSYInAK7F07zpVNkGbDGBDlQCqSspC0A91Y2T06Ni1AuqRSaxTtoBdhxSK8MnjXavdXyN1ih9u+5pcplAyxcxIqvTiLHgRL1QZpTg5StwcpHYOZerrhusCHM8myH6MLVk1fhRsYbKWRDTqjFeRh3au6xUu5w7AJJEhSv0ryszaq2OGwiR6RECvmZ2ecSFN12obzcNt6WfUg5VDhDPHQzHlIawdQ9HtI4lq81GolL3u0hgW7Ac0Axx/c7DEqgBfcET0Izcko9a209zvMJ4hRF8yqWbgxmopUu1vOWupolLKQqGmwWbH10vRBjik91MqrNJQcthMqYUOJZ4+NWZoxKlnU0JXHtpYbxCWjkZp7NENJc/RLM0pzeoiDpzN1LCvE0I2cIKb5N4GFBirTzAZZbEep7EGazblUpwesSUeOiZsxvl8xjx+wYc2DPLPImsrYfaoJSbuDY0O/Rodnq5dlYQITZHHB13xna8YP5wzdavhMIDLg/00HoRPSrPo9CH1CGAUvucqMUnTn0vQjjYTJtFh26IQKYrSVGaRwxNIJV+nIw4Z7KtOCjRxWbTmJSmE5haM4crNxQY75cwuqiiquP9YoyU51rrZ2YbUbpXKT5H2Ac93CxLjcTkgXdbh8sNcIxREGRASzRn+gqNQCQ+NIio5eIOUBe5jnGlVxzTtiqv2i/4PdXGVGKbeTlP0khT2wcycUwk5Tk19zlYN3qlRLJPhRD/hY51Lru56bA/ZnRAgIHZMYXthRCsZ4LA0c/FVHLs7Bl9NwINDcpFp1AYOsuiAri0DHyvgYx5A8LUqwo7LXvB/9fJ13srRe6tv3cstb33adPH4TZrgRcVuLFlaNP5AfedGQqIJ/pzBeFt23JGu/JflnviV5962oDlpug2RXgJdq2l/WD/FnQOLJyIZZC6sHqA7GjkMsjOr0eSH1+zhEoWrVNAZiVcfUFdZHp6xWIzXxyZya5Eo7C8t2fFbBqLZfZYw1u5EIKRGOSYOnBw6uCVFjX+oQmtlzw3hIvgSbEE1JpcFllZ95ya8EaRzwuuV2SCSp81L2Y/qOxHg1Y6nYnsuxC7I+4YtjNWcIf5ZbXPQVX/bMoNqpCF0Vse0eWFWhasEGDbIiBqvfpepHqdw5oS5CTFzvwgbk6EdpGuSn+ZW9ZDtc0pnDf8PgbUZF2KtStd+S7PRb6PaufBuVqn6OmcUpECLJbeBFzOe0naTYHqQwDBqkgkq17IDE8Hxqqrxqg9Y5o/mrmsFKSpb9X7resrutbF3T/ivvGP2e0+fsvasSs5OYmWRmEC+QZIfsMDqcVJjBMQnWkmQIFaeYUqnEttiUVG043f0vrv4wl5ycMao/+IsrwyUtmPOZz3Pf153Oa3gfg+EMpNEHRpFj3I90uEaazioZw3ollMQeWMDqX0QNpXD5ozh8RnFjDNAdvnd6eskfQTWQA8KVHH3vfX0nDrAaJzTBnjHmb/5F0qA7OWCA+rR3aAGBE4++Q0b4IxveAeG0NWTaWhRVXxUqnqn0JiyeZSmtXkpv4v73RB4b1ykmmPpGxexIv88+0TaTDOOeUOiImZPNOJ0LafR7p7P0vEeLGBiYyMZGbA1EDEhgBMfUAtL0K/HjXRTXdjpmIDqW3s2CjDaqwEuk5xRpKfLixkYrG61Ke1C05xRDdWfVIxuCDYfRVnIEjNanV8iM328Vp9cUT9rnYBSzkrEZWbWIoRoTG7rNKKiU9zob6TwIxWvco3QCmj8iEBUBUYgMhv5E1dNj9PjFkU3sFO+CPAxut1ccb9KVuJruj2oR2oZHySlvIremk9zKNvJaBum9/kIEomiif6wYJqG01DGNNE2rM0RwShSncYRN81ScDz6joMlMy0dfoITeaW9FgEKKgdFL5LftxjolNO/v5HWG/jY9IPVFDSNJZOMmq4EF6tVD1B0M4dLjYtExTjvOYJTu0ZuUKxc3ZgRun1E9+SP/zcougl/SvVTxsLu1BF2Hz7Cl8wDWKUNe5RenEYFPXTT6yXH6rwUo6j6GZdJAFnjFdZODS8jaa6TJV6K61Y0q0PfOKbhxxAsYfUptCTkQx3brY8raBijqPIp9KkKasCj73snU0tVFOjfZOR1DmRDUzPfbfWl4naiSxO9VX0Scxrxi8VOnF3B6X6FqS3i0OObz4xT3n9yIRHQYG7XwYiwZJElxolP96SNu1DCgRHCHFml07iSnrIm86jZyavuoORw0ZiNRI9FLFAOyUX27A3H6L/so7D+Gddow6E2/xOFbQA7EULQFam1uSrePoejL7+UkvzeH8cX+W1WZZhwpBitl49Tjf3cS2sArGO2CtNwwnS6V5rqnj/VSIII78IqmnYfJqWohu7KLql0PDeVHZMO5nQ5rUbQIbn2RJvcRTHuDqFpyQ0Ype9OLlaH20I32y/v/X6MKVQLCoOYIxZCCr6h27sN09BmqFjdED+8gd4ovunH6dfuiDBo4AXs4RvfZ+2yp6qBq1yQOLbEhMFADUVp2nKZ69zTOQBKnlmTgapDSvgNYxiOo/vi7hdQbxaEn6b44SXHfKeyTceNU/N67ZZw8nX6DaLvxfd6522U9giOURrYbBkrjXZEnv6Wi3UZOeTv5NR3kVjVTqlzF5U3imo5vtAJFjochLNEMs5TRNlX1CO5gnL4TtyhzXMI5JaIhpUDEoHwKsoDkFeTQdAGZbsFsFH/GZ3MZ1FPJeIfcfsOLYxSR6XtkDy29U1gZz5fIlhCFiDg5RARK2i88JO7p90QV3uhG8SZNRRn80x6/OiKOZEHxZUT/PC2ZW9owVaTxCJL/XS9wUItQ12Uht/0gvdc/o/fSU/qvfI5tfEnoqX2iZ5merm8M8wztquQTlaFs6OzTCVjiokRRp76lfugsnbd/wBkWlXc67s0diGO75Kd25w1s/gWjB2pgDtKblva+2kacAIRWN46qL1DW3E2Jch81mDSGIcZuqiVo3XGI7Pod2P0JJH98QxGSRjek7emyLvqQLgNzYdeXUPQYA+cnqN19F8u0UUGnw1S0RdGL9UZQ9BR9526xaWsv5nHR25f8YpNwBRIMnHvAlvYdWB8aJwhjgUy3RdLS0zQgzemPIQVj1MtDZJt203P9W9EW8omjozIV3RhypWmMIthaaKjtPkMF4E/LbaMbErS02kJgDCIbKiynlqLn2BW2dO/DpkVxhZIMHLnApkIH1unYxmYhGPjiuOz2LxotBmPj9BlIbeO7yaHXlNQ1UTRwDsu1T2gcOswH+XW0X/kOVyCGcypq/B3RqnIGIqj6Mv0nbvDh1gEGJmLIWoR6u5vy4XEkLYUrsEjLwcs0nJhF0mLGrMLQxwfSQTeG0id9qkrf77QWPr1JaOkFNWbMPyIbuQIi7U2cVGWfUTBNpwUOUZRgkp4TV8jY1kzLiSBdx26RVVBHw/GPUbWkgHzpRjC9X7QZPNoClc29FDvvoQaXDRyCaFNugOve28CcfnECdhku8fQpU7DgY3j0FxTVtVC+PYCipURrdCPzdckoYIzMBq/h6vfHUL0/UVBjoki9jnnsxbushUAcObhEZa+dbeZLKMFlFH2Z/vN3yShoo29sEUlPz/mEzFPWVuk6foFNhTasUzFjMB0hTX91+I3BsVH1p1vAomVpzIUCEZFqFnjn05C8MVQ9jjL+CbnbqqjZN0nPtWf0Xn6C+dZ34u/700PuyIasXGAqxO/SbTOnP4ocStI6fJjM6l1Yp+KGw10Uw2kWv5zGePiFSkvyitOLyMt9p7jbCGw32pWy0Z51GoE/aYl8mpwgp71G3uhGApryHohyw29lFAmiSxLFNRV9lyntXWJQj7DnzxZ+2S+Ofg59EcmY0KcrnA1Gtl8cb61GP8vljzAUiFDf46RQuoE6v44SSqKGEtj1CLZQAvfsKoOhNZRHb5DCKVyBZQbn3uKaXccVNKb1/igefQ1XaBV5/g3q3DouLYbLu4hbizL06b9QZ2LI+hKe+RUG55bxzK+IF2RmnZ2f/n1jwKUG4gzOrTE0v86gHhfS0UAENZjENfc7npnfcQeSxgK5QHn7AKXqQ2Q9JVo8mqj65ECK1l3HyWvai82XxOFP4pxbRZ5dxTX3O+7gyoYvwBGIIIVXcM2v45pZEf1q7xLK7Bvcz/5uLJZLOEJJ5Pm3DM6usj20iieQxKUnMJ+/Q0axDWtgFdeTNzhmEzi1CG59Bcu5O2yutWL3reAy+qJqYAX37O8os6tCceGPbmxadl8cWV+m2i5RvH0a5ck/sOsJpPAqirbOoPbGUFgkGZxZZ/DxWwZnkqJq8QnVjDq3ihxewfXoDZ7wMi4tiTK3jjr/BiWc3DjK2422khpaoefoWTabhnCG1xkMprAcu0xmuQtncA334zeooYSAoOlL2PQo7vAqg3NvkWeWN47ckjH3sQWiyPpryhu7qNkVYCj8Fk/wNcWmZipGfKjBOI5gDMf8Gu5HbxkMr4jBWDDFwKlbZBQ7sExEcc/Gqenvo3j7GIPhdWRfBM/jfzI0tyZaPlocZW4F94z4LK5QClmLo86to86vo+pxQ+4p2jjy7Bqe+d9RZ1ZwakaYejCBZ3YZV2gNd2hFJDqFkmyfW2dwdg1FFy0b1RdDmV5C9UVxz8SotVrZ6riM+uQNnrllGmxuiqXbuDXRohucXcH1eBV1LolTjzKoL1DdYaHU/ZChZ/9g8NEa7kDM4CNFcOpx3OF13DO/I4VTGxGTItEsyeDsGzyPV1DCQm2jBF9SYuqmclcAt54Us46A2KwkfUHMiGZXGZp/y1B4xeD4xHF5v2drTTMt11/herQmKu9pMaxU9SVq+hUKbddwBRMo4QTmCw/ILu2mf+I1qhbFFRLvuWduDc9sCvPxS2SUu3AE19k+9zvuUErkWAciSHocdWYd9+wfqDMrYqjsXULxJxiaXcE1l8L1aB11LmHkV4gfl0/o1tWxT8kva6X12neocyu4wssowQTp2FJ5bg3X/O+4gstCs+8XbWd5dh310VvUcEpQ5APqcAAAIABJREFUA7RV2kZGyWrYw4A3KeZJgThycB1P8O94QmuofiHhln0RFC3O4PwanrlV8VxoK9gDMZzhFdRgEskvhvjK3DLuYEK0oI1BtqwvCPyIkfol1GOidS3SwgxYo6HsUbR3yVxyQDh0N1K7vAY91R9hUF/684pfVNtiJ03LlBRDUvTOIr+4waGQ/eIY6AlGqOtxUOC4ihxOCTpicAlHKIblzqc0HfLSfvQOlfJxOq48Rxn7mgbPKDWD17A+fIlLFwOm/uPTdJzUqdt+gtqdt7FNpHtsP9F8/CHWsV9we3+mfXSSrnM+6ndfwjq+gO3OJ7QcDYijppZCmfiRll1nqFZP03PzO2Q9JgIcbj+lemiUavUcfdd/wBVIoASMhd89jqovbziOJV8MRyhBy/Axck17cEwuI93/geZD0zSfnqBSOkbz6GNkX1IYSrQU3Rd1ypyHqD88jU2Lo2gJLNee0DQaEgPtYBzn2OfUe45Rv/sWnUcn6LrwOa5QioHzd8koHqDp2F0q1aO0XfwCSVtGnv6NepvEX7JLqBq8imViESWUwnxlnhrnEepGxrFMJ4wQm4jxwMSxXX9EXmk5m6sGqN03zcDYjzQf9tIxOkX99lvYJyNI0y9pG7lItfMoHRc/xaULVZL08DtaDk/RfnqSSukwLcdnULwvaNp7nir5NN03fsQdiL9zeuoxHNM/UN3Xx19yq6gduYviT2A5cZnMUgfNh25R5TpBz/WvkMIxHMEIsh6j+8wkVY5DmI74DUVXehayZCwir6ho7KJy1xQuPYlLW6C8q5eynWM4Z5PY/T/TcvAq5Y7DNB8LCidoKIn1zA0yix3YppLYb4XJKykmq8pC+8knqIEoPae9dF/6HDmYwHbvMxoPT9N+/B7VzqN0fvQ59vHvqN9+gorBS5jvv8AViCLp4mTRcfQOlfZDNB0LYQsmkPUY0t1PaD8yTduhW9Tvm8YVSOJ8+BWmoRPUqufpv/0zbk2cyNTAEoPeCIOhJeq6+ih03UaaS6HoEWx3PmPg5rdicdSX6D39gArpIM3HZ1D8cQb111R12ii2nKN55Cy1O65hH18QubWBONL0C5r3fESV8zidFz5H0hKiDRVMII09p8k9So37DH23f0AKJVBCv1Ji6qJ6OIArmMClGcouXbiV3YEofafGqXEcpOngtFGhR+k8cZUPs3LZ2rmH1rPPsOvGCV0TxraafpVC23U8egI5mKTvo/tkl3ZjmVjAPf0LbYcm6ToZoGH7RcwTi/SfukJmqYOWg7epkUbpuvoVLs1ob0z+RufRW1RJB2k57BOD7VAU5f6XtB+coOvEfaqko7Re/AQ5HDNaU0Lq7QpGUcY+ZUtpC23nvzae2SUj5lOcMJuP3qTCeYyWU0+R/Smk6QSSd4nmg9cpdR6m5cw8jlASRV+mY+Q42Q176PcmRc61Fqdr9CEV1sOYDvtx+hKiqxCIo0z9SPPuU9R6LtJzwk/n6BxOLUrPWS/dHz3H5Reqm96zXjovfomsx4z54SKuwGvhmdIjoh2qGTGZfiOJLBBB1Rc2MB1pgrDoEAgxQTroyW20r+y+KC7tT+mcIxttElHdLxkL++LGIM0RSNvr02lI4kjr1qLU9TkolG/jfvQPPLPrqOEUajhJ34nL/Nv/n8HWjh2UtFnYlFtGbn0/Rb07ySurJbtxBMkbY8i/QGl9I/+Z20CJeZjcoiq29p3FGVjG8fALsgtNNJ9/jvzwMzJz8vjrlgYKbaNYJmP0Hj7PphIJuzeJZ/o3qjssZFWbKemwkVHSTeeNn5Envqakzcy2ju0UNnWxuXSA3rFXyKElytvNlLrHkYKpd9I/bxxnMEXzyDHyGkdwTq9gvRrmgw+zya6XKO2R+CCrjPpTnyKHVum9PE1WSROl5j3kVTRQLN9ACa/RvucYGZVDWAMJnBPfU2RqJavWSkmPyn/++98ocNxEmVtj4PwD/vK3XPLbBylpH+CDXBMdl35E8S7Q4PTw15xyanbewToZxXozSG55M0V9I+RXNZFvvoA1mCSNzpa1OLZbj8mrqCKj1onp2CwDV2b44IMsPixqo1S6iG3iNbUWmc3l3RT1qmwqaqT59CcMBpZxXg1tfM+SPhcf5hSTW9dPYecgBY2dfFjYS//tX430KENzPfUTVf1W/pJfR/2BSRy+FAMnrvEf/5nLto4dFDX18MG2Djpv/4ISTtJ95AoZW+so6t5BVmENZdsfIOvC4WlPK7WCi5SauqkaCeJ58k9k3w9sqWqk9vgjXOEELcNHya2zUN43xOacMqr3h3HPr2A9JxZ+83QCy53H5JeVkVkr0X72E2QtSklbP4XyHdTZtwycvs3//PcM8tuHKO5w8GFOKbl1/RR37WBLRT2ZdUPYppfwhKN07DrM5sJmSvt3kFlYTfkeL+rMGr2jF/m3//E3Mqt6qByZwD7xPdvq28hrkChp7CGz3I75wSskPWro0JdQg3Fad+wio0bF4YvgmV/BM5/CPRNDDcXoOHiezQUNlPXvILuwlordU7jDUap7BvhrTi2lAyPkFZWT134MeyCBU3tN1YCTrPJeSntUNhc10njmE+RgEuf4cwrrWshtlChu62dzeR99Y78xGPyVksYuKkc0lHD8HXPHH8Whx+k8dJHN20wU9+wiu7iWEuUOipak88QtPsjZwra+I3Se/wSHFt9oMyp6hJoBlQLbNRzBFPbQMn0XHpBV2kP/eATH+Jdk5eXzl7x6tlmP0D+1RN+Z6/zP/8whv32IwrY+NhV20HfzJxQ9Tuvec+TW9FNs3k7GlnIqdk3iml3BfmGMv/xHBrmtHoo6LXyQU0vbpa9Rg6Id4tSiOINxpLFP2VLaStuVX1AfvcUzt4rHQHo0bT/Mpm3NlPQNkrmthpoj80ihFA2uETYVt1IyMERmYS01h8K4Q6u07zlOdsMIZn8KWUvRvvccmwsaKe3bRXZhNSWD97AHUyiBJWr6HWwq6aRkYAebNmeSVX8Ah7ZMvbKdvPZjOAMrKNMvKKxppmrfDLKeMFhFYtNyppEtRisrDSaUjOG6rKXbTAZKxehSKEZglDCGGrMOo1Pj+jNIW49rZMOMJPuiQjZlOO0EJEpEfKXNGpIWwRkU/WSx8DvJrLJTv/sSdTvO0XpqHiWcou/kZf6W38rAeJyhcJzi6mqy2o+izP8T+40wm/Pq6Lz5K0P6a0obW9hmu4Lryb8wX54io6iVvruLSA+fk1fWRsu5r5Huf0HWlhIq9uq45tdQ9RW6D18ks8KDw7eM85pOVlETnXdeMzgTpdoySO2xeZz+15hvfYsr/AbF/wN55XXUjj7FE45Q1TpAsechciix4ciT/DFcwSTtw0fJbxrBEUhhuRlkU14Vzed/xPNklbrefvIs53E+XqFBcrLFeoEdz/43A1d8lDpOY9eXad9/guzaXUj+FJaLk2SUddA9GcUVfk1hVR2F9puo4TUs5+7yQV4DPQ8WGHwUpaShiRLPA9TQOpZz98mud2KbFj3TJvcOcjuOoj79P1juzVJqOYzFGBAJQ04EJZSg1i5TNDSG68k/sF4P80FWEQ2jX7Bj5i3Sg6dkFdfSeuMX3E/WqXd4KOg+jUtfwXEtyOa8Sloufcf2p29psjv567Z+zNoaqvaCLaW1VB6cwR5KbPSNXcFleo6eJ7N1B87ZNZTgMn0nLvPXLW30TSZwB39ja2U91ft0VD1CWWevaFk8/i96j15gU7mEdVpE+on0oRhqaJEyUwe5pkHqdn5EcbuNbb1HsHhfo+hLWB58iX06yvbHf9DmHiK79QCe8CrWszfIKLVj9kZwzSaoMVso3f4QT2gdRVukotNKsXIPNfw7fafv8LccE933YnjmVigzNZBh2oN97u847z4lc0sdrZe+R/b9xNYaE1XHnuL++J/0HD1LRpkbm2+d7tFL/EdmDW23f0Oef0vPqRtklJqxT62xXf+FrZUmao88RgnFN3q8cjCOdexj8itqya7ooW7vA2y+CHI4gRz4lZKmNkp3TjH45J/0HrlIgeUMsh6jsrOX/J5TuB/9C9uVaTZtbaDr/gLSgydkF9XRev1XXE/eUGf3sKX3LI7wGj2jV8iosGEJrOCae0VRfQvVe0MMhRcoMXVTMawhh+Ni8D4dFbMs7TdK27oo3e7F9fi/6Dtzm82FFvonUkjTP5Ff24zp8s+oM6sbYgSHodapHlApsF3FGUzi0JYxn31IVmkP3eMxrGNfkrWthLJdPqSZdZwzy3SfvMJfc5vovx/HHVqiqKGJshEfjmCCgXvfYJ5cRHn6d9pGDpJh2o49vIL54kM+zK2j484Cg49SlDe1UqjcRQksC/aPP4JTj2F/8Bn5hdUUWI5QN3yR+l1X6L3zC5LvJ7ZW1VF96Bnup3/Qsfc4RfI1bN5vyKuopeHCc3Y8+wdtuw+RbRrGHlqhbeQ42aYR7FoSyfeSQlMbFcNBdj76Lyynr7K5xEa/bwX5wXNyi2tovvgjnqdrVPeZyTEdwKmv0XPyBtk1TqwTSex3npJd2kHH9RfI/gR2Q+aadtCnqQaOQEyALg1DYxqjnWaMOdPgQcO5m3YwS14j4csv0DLqnyIb1BEDqBTZgAqledsOTbQQNhys08bO4hcfQg4uUT8g8eHWRor7dlLU5aZm7ySKvkzf6FU2l7sw+xO4tATVA06K3feQ9TWk+1+QW1RP09XvUcMLlDT3ULkrgGt+BcuDJ2RXtNB1/QXyw+fklbXTeO5rHA8+J7e0g7aL36NqMRQ9Rc+xj8isGMTuXcV87j5ZFX30TSwItvbkK2xTr3HoMZTZdTyP1nDNLFLS0kH5/hCu2SiVbQOUeR7gDiaM9CpDGx+O0TV8VFT8WgrHDZ3Moh667rxCDS3T6t5Jds9RlLkVWl2DZLeMIPlTqLOrIvM0mKL9wAly6nYjBZbpPXmd7DonlqkYaihCVa9Ekf02rtA6A+fuklFiwzwVxR2MUz9gpUC5gXNmld7T18mqsdL/cAkpvEzLrn1k1niw+ZK451dRgmJYnHY6C556hOoBO4XqTZSZFezXdTKLuum+t4gnmMJ+w09WUSu9Y4u4wynahkfJb9qH7F/Bdk382677L3GHVujcc4js1oPYg8tI+m+UNbZTPuzFERRzCMUbRdGTdB4+RabJg8ObQNKX6T5xmYxKN9ZAHCX4mrKubsp3T6IEf6WwsR3TiWcMzf8Dx7UAGQV99D5cFFI/w/CmaIuUm9r4sKST4j4P2dvK2NJ1SKiZtAjyXAr3/BpDj97Qf+wUWabtyPoK5jO32FzqwDwVR9UjVPb2U+S+g6SlULUIVZ02iuT7KOF1us/cIqNEwjqRxOVLUWdT2Wa/ij20gjT5DVvKTJjOfIU09hV5pSaaLn+PNLOM+fI4mUX9mKdT9I5eYnOFG/P0MlJojfb9p8ltHkHWf2dwLklZ2wDlO3xIoZR4d7zGgDyYwDr2JQ2uQ2QXVZNpGqJnfAGH93u2VTdTf+IZsraMMrWE4+ErFH2B8k4Lpa4HqOE17Peekl1WT8fNlziuB8gqaqPr4SJqOEXbzuPkNR/Aqa/SMXKcnOZhbIEk8myU6i4rJa4HuIJLYuHfpYmTgU+IBhR/AnnqJwpqWqg7+hTnzArmmyGyt7XTezuCNPYt+VWN1J99jhRMCGnrdBRpOoFTi1FpFhW/M5RACibpP3+frNIeusZj2O5/SW5pJ83nvkP2i42hc/Qym8tdWKaSKP4Y1QN2Ctz3sOtJ5GAKdX4V9/xbBs5cY3OtgiW0jPnSAzKKzPRPR3HNJWlw2NniuIiqJzY08XIggf3BF+QVlJNT76C0Z4iinmE6rv6AY+Jz8krrab70PYqWQJ5awD6xiP3+I3KL6+m88wJPeJme0etkV8rY/Mu0j4yS3bAHu5ZAnfqGbVXN1J/6DHd4FccNP1mFnXRPRnHcnSW3pIWu22KdaNl1mNzmgzi1VZx3n5Fb1knHjV/pPXubLJMLy0QUZUpE1zq9Bk3YUDoqelTI2APvoIhp8KEQxoh3RaDejfhNTWwaShoPMh3D6ltC1f8setFY+Dfwu76IIYuKG+gDIWuyBSMGrS76zuSgR6npdVAs38X96J+oM2+Qg0lkPUnf8StklKmYp+LIgQiVZjsFnttI+jLSrc/IL2qg6dIPSMEFSpp6KN/pxxVawXn7EdnlzbRe/wVp4jn5Ze00n/8G+/hn5JR20nrpWxQ9jhpO0TV6gcxKD07/CuYzd8kqSy8iUWH+8ceRAjEGrs5QIY1Q1Gnng6ytVB+cxTUTpaJ9gBLPmHgxDdOSPRBBCiXoGD5GvmkE2beM44ZOVlEXXbd/xR1O0eTZTk7fMeTQKs47H7Olop6sagum/V7kQAIlJBb+7PrdOIMpuk9eIrvKjn06gjKzRGWfRLHzFq7wOv3n7rK52ErfRBSXHqOu3yIW/vAqPadvkFVjEaoeLYl97DkFta1kVvZQN/xA7Oya8BqIiEkh4ao12yhSbiCFVrBf0ckq7Kbz/ivkUBLLdR9Zhc30PXiFay5B88gR8hpHkP3LWK8FySzspvPOS5TQMh0jB8lu2Y89kMLp/41SUzuVwz4ULWW0xSKoeoqug6fIbPCImMlwis4Tl8kod2GbjqMGXlHe2U3Z8CSq/1eKq2rJKOukqNvD1roW/pbVRv94BKdu6J8DMaG4auymck8Q99PfxXNQXk/F0RDybBzX1I80D5+mtNdNfmk5m+t3YQ+u0X/6NhklDgYmo8jBJap6+yny3MUZSiIFl6josomKf/YNA2dvk1FixzIRRdbj1DhkCm2Xkf0rSONfsLXcRMP559inviC3tIHWS1/jDqbo/WiMzOIe+qcT9J64REaFG4s3iRxcoW3PaT7IKKKo3U1xl8wHGVsp2+UVA/vAkrEwRZECcaRgEnV2HXniW7ZV1lM6OI7k+5HC6mZqTz1BCsVRA3FcgQSqtkh5h4Ui9QFyeA3nnSfklDbQfvMltmt+sgta6bm/gBJM0rbjCDkte7GFlmnffZScht04ppaR9AgVHWaKXPdQQksUmbooH9ZQgwkUQ8HlCMRwen8Qn+HYI9TwCtYbAbILWui6v4Bz6ivyKxsxnXqOEowJJZhf+HWk2UWqLQpFlmvYwwlsMwn6L4iFv3cyinP8C/LKOmm88BVSMIYSWKbn6GUyyhWs03GcwUUqzTYKPLdRZ5IoEy8w7btAca+b/IpqPixXcAZWsVwYI6PQTN9kBHUmToPVxjbHReHXMPwVqhZHvv8ZeWVttF77Gdejt3hm11GCyzjuf0pucT3NF79F1eJIgQSOmSSOu3PkFTTQeuMFjplleo9fI6fCgcWbomPPKLkNe8QGOv4tBeXN1J76WBQCV71kFbTTNxbBdksnq6CRzjsvcYVSdOw6Qk7LQeyBJJL/V0qau6k9+pjWnYfYZj6Losc3vEPp6No0B0sxZOlOo9WeZju5jP++IUFOC3ECUaHOS+Me0p6ESSHV/3/0+A3GtNFPStvaJS36nlTQcCP63zkB3cEItX1OChzXcIRTogoMRFGCy/SeuEJGuYrVF0cNRKnus1PguokaTOG49ym5JQ20XP4Bt3+R4sYeKnb6kcMrOO89Iqe8mfbrv+CYFBV/24XnKOOfklfSTsv5b1ECcdzBFN1HL5BR6camLdN/7g7ZZX2YHy6JgZcWxxFMYL/3lC2VTZTYTtC05zLZRZXUHJplMByhss1MsXscezi5IcFzGsPYzuFj5DeNIPmXsd8IklXURe/dX1DnEzQNDZHTcxxHIIU7tILj4dc0bD9KTmEVpcotVH2Vrj0nya4bRtKW6TlxiawqO5Ypgfat7pUokm6izK7Rd/4uGcVWzJNx1FCM6gEzBep1lJlVBk7fJKvWSv+44cYNryKN/0zjzlNkF9dQaLkgaI2BtNEjhhqIUGuxUaxcF+qjyxpZhV103XuFqqewXfORVdBCz/1XKOEkbbuOktskjrGWG2KT6L3zEtfMCu0j+8lq2YddT+EKvKLc1EH5Hi/OYEIgq/1RpGDiXcU/JRbAztFLZJQrWLxxpMBrKjq6Kds9hRx4QUlNA9t6D9C8/zYNB+7QdmoW2WsMr6ZFWIVHW6Dc1EXVzikG9SQuPUrtgJMtjqtI81HqZQ/ZdQ4a9t+hsrefjIbdOEPr9J+9SUapkwFvHGdoicq+Poo9t3GFEnj8C1R02CiT7+GZW8Vy9iaZxXbMExHcwRgNDpmt9suiMHnwnK2ljTSef4489Tl5JQ20X/oKt56k96OHZBX1YJ5I0H38MhnlKjZfFDWcoG3fCTYXtNG49xbNB27QfHiCgbs/iev0HhfK4TfQIYE4SjhFg7qb/K4TSN6fKKhqoW70CYoWF1JYLY4cXKCiw0KJawxldg3rvcdklzXQces3bDf8ZBW20DP2GlcoSdv2o+S07MUeStG1+yjZpl1Y/QlUPUJNm5li9z3coSWKTd2UDmsowfi7+EJvFGniR4qrmmkYnWVwJoV0TSd7Wwu99xeQp78mr6oR05nnKIEYyqQYMCpaBHVmkVqzQoH1Go5QCjmYxHz+AVmlXfROLCE//Iy8sg5aLjzHqcdw6Cl6jl8mo1TFPhFHCS5SbbZS7L6FZyZOs3uEzCoLpj23qe53sqlKQdJXGfhojMxCM5aHUVzhJHVWG9ukS0h6Amcgzb6KodwzhrvnvkL2J3AZQ07H2CfkFzfQcvl7FD2OXY/iDCWx3XlEbmED7Td+QQqn6Bu9QnaFE5s3ReeeUXJNI8iBJK6H31BY3kT9qY9Rg6vYrvjJKminfyKK/VaQ7IImOu7+hhpO0rHzMLktB1C8MVxanEb7doqc56kekKndp4sNyrh+toAwUiobhbVQS0nvLfLOgBHMowuYoZCTivAVlyFCUN83qQYi2L0RXH+GbBCQNkMT+l5IiGQcJ9JaZtWwoW8EkAcieDSx8BfariIFlw1d6RJyOEnf6GUyylRs03Fc+hLVFhvF6i3UUArng0/IK6mn8fL3qNoiJU09VOwIoM6u4hh7Qk5FM91Xf0Eaf05uRTutF75CefgJeaUdNF34FskfQ9VT9B75iIxKN5ZAiv7zd8ku78M2JnT0Dv8CTn+crkPnya5RcehruGejlLR1U3MgxOBMhPL2AUo8E0ihZdKRibI/gqon6Nh9jLymEZzaMtYbQTILu+i9/SvqbIrmoe3k9owi+1PYH7zA6U/ievQW87nbbC7uYGA8Rvf+k+TU7cYeWKbv5A1yap1YJmO49Sg1fRKFzlvIs2v0nb9DZpEV82QENRylpl8s/GpoFcvJG2TVWrA8XEL2x3CMv0AKxHE/eovluo+MrSY6bv0mMAXvmW+qBxwUKzdx62tIV4NkFXbTc+c3XFoS67UA2UWt9Dx4jTuUonP4OLlNe7Fry1huaMb3fIE6u/xu4ddSDPp+o9zUTtXwNLKWMByGS7i0BF0HT4uFPxDHHUrSN3qRjDIV+3QC1feK8vZuyndNIWu/Umxqw3TqGTtm3+Caf4vyaG0jYlKEVcRQtQXKTF1U7J7EFUwwqEVpsKhss11Hmv6WraUmmi58ifvZP+k9fpYs004c4VUGTl83Kv44UihCRW8fJYN3NpQrFZ02SuW7KDOr9J4TC79tPIpbj1Nnl9lmv4SsLyONPSe/rJHm81/iGf+cLSUNtFz5FndoBctHE2QW9dE/maTXkCOap0XrsWvfSXJbR1Bm3qDMr+Oaf4uqxTciPJ2BKJL2ihrbMM3HPkYJx1GDcZrd+9liLPzbqpsxnXiGSxd+AMe0kPBVdlgocd1HmV3BcecR2aUNdN56if2Wj+yiVnrvL+EOJ2kdPkZ+yz6UUIqOkSPktOzGpieRglGqO2yUuO6jBpcoauiifERHNqS2rkAEyR/HMfEjhdUt1B9/jDybwnEzSM62dnrvLSFPfUN+tYnGM8+RA4I1pfiFS9ilRajqlym03RReg2CK/gvjZBd3M/Awgn3sC/JKO2g5/xVyMI6sJ+kfvcTmMhfWqSQefZH6fhtFrrtIgZ8oqGqmfvQZrqf/ov/MTTJrVez6CtaPHpJZOMDAmPCM1FrtbJU+whWKiSQqo8cvPfiU/NIWWi88RwokxMAzEMc+9ilbShpovfIdajC24bVw3HpMbqGJ9hu/oc6kGDh1lZwKCcu0aIfmNuxB8qVwj39LQWUzptOf4g4uY7saILuwk97JCM57YXKLm+m+/Qp5Zpn23YfJaz6Awx9H0pbpHb1GVlk3ubUWOq58i8cv1tyN6FrfkjFLNbwYwSUjcGnpvezppQ26rSNt1NrAyIikLzWdh2GYJ92BP2v1GAu/3YD/uLRFg5X+ziDk8Ikc1o1EKH/UUF9EqOtzUCLfwf3kn7jn3+KZXWMwnMI8KnZz22QCt7ZItdlGiXILt7aM9OAT8ovrabr8I6q+SGljC1stV1Af/xfm61NkFDfTe+81jodfklvWTtP5b5Duf05uSQctF75F0YRevfvoR2RWunEEUtiuB8gsaabr7iLuuRj1zt00nnhG96HzZFUrWEJ/IE1/S3ZRBZUHZlBmYpS19lHknkQNvUE1WPOyP4oaTNK+6zi5jSM4tBS2GzqZhd103PkVVzhFi2s7ud2jKKEUNRYPFbv9DD37X1iv+cgo7aBnMkbX/lNk1+3GqqUwfzROZlkXPRMJ1JkFiutMFDpuo8y8off8XTKKrAxMRvHMRKnrN1Og3kAKr9F78hqZNRYc00ncwTiN0m5K3fdQnv4f5AfPyCoy0XHrJZImLPVObxzVG6O2z0GRfAtXcBX7NVHFd9/7DSUYx3bvCTnF9bTdeIn69C2N6k62dJ7Gqa9hMVo93bd/RZ1J0bGx8C8jBV5RYmqjathryGENfn4gQce+k2TWe5BDa6jhFL3HxQttmUjh8i5S3tZN+a5JXMFFSjs6Kd75EPfTv2O54qNMvWxgIgx2iz+GFHxNSWMXVXtDDD75F6rvFwpqGynfpaGMf0d+cQOCPAWsAAAgAElEQVSmc98y9OQPTIqHzXXbkWdWsJy+weZCKxbvKnIoQkV3D8VDD1BnxXC3qtNKkXwP5+wbus/dYnOxnf6JOJKWoNauUGC9jBxYxfnwOfnlJkwffYnL/wMF1SaqTnyM+9m/GDh6UTzX/hX6T1wko0LFOhXF5V+m98R1NleaMQdWcIUWqFEO037xGxQ9IdQmgQhKKEpVZy9bB87jefwHO2biVHdZKXLexh1YoLSpjbJhDdfH/6T71HUK7eeQglEqOsXC75pdRbo9Lxb+my9RHjwhp6ietmuv2PnoDc3yEFt6TiOH1ug6eomMKid2/xtcMxGK6tuo3B3CrS9RXNdB+UgIZWbFMAYu4QjEkH2/UtrSQcmID/fTf+E4f4/MggGsE3HUya/IrzJhOvMlSiiOTRfRm3IggkuPY3LvJss0ghx8y9CjP2jfc4zsajd2fwLH2Odi4b/wFaoWQ9JSdI9e4q9bWumbTOKeiVJiaqV8tw+n/2e2VjRSf+IZgx//QeuOPXxQ5sSqL2P+aIyMwgH6xmK4ggkarHbypY9whET1LOTnCexjn5Ff2kbb1Ze45/+Oa+4t8swq9snv2FJVR93oJ+x8+gfd+89RpN7CPvEt+WV1NJ37jqGP/0HnnqNk1Q1j09dpHRklu24Eh76O5PtFDHf3htn+6H8xcPomGUU2BnwJHOOfkl1SS+vlnxl6/JY6s42cxgPY/EmkQBLL/WdkbN7M38okrONRgYs3jIsCiRHZIAi8j6e3a+nwnjSJVvhd0huG3cBwq36B6VCNKFFZE5m77v+XnFOAyESln754dgOoJRloUodPhASISbNADCt6jJouMx8WdFDlPkmVfJiqoUtYxqP0Hb/IB9us9E0ncGgRynp6KXDcQPWvId/7mJz8Mhov/4AailDW3M5fck2U2veTW1ZDftcoTv8K0oMvyN7WQOPZr3He/4yMLSaazn2DEkiiBFboPnCGD4uc9PsTSN4XlLf2kl3npKRPYXNRBy3XfsR69ym5ZXVs7dlLebfKv//b3yjbN4tzZpmm7fv527Zmmk99ijqdFO0SbxRVS9I+dICs2u04tGVsVzU25TbRdeslyswyjYpKZtshlOAaXYfOsXlbAxWOo2yr76DQehFneJX2kaNkVHiwexPID7+jqLaJ7EaFCvN2/vbXLArluyjhdfpP3eKD3G56H8aRQnHKe7rYar+Coq1hu6KTkVdMgfUkA9Nxek5dZ3NBPSX2YxSZetjadRyrT0CgbAYkT/FGqerqY5vjCkpwDecVP5tymui681KcDLyvqe6xk1llpsy6k4yCBupGnyIFV7Fc0diU00Tnjd+QQis07h5mc/0wdt8Kiu8VxdUNlO2awqmnsBvzH2cwSe+5MT7MLqJEvYzZm6Tz2AU+KLBjnkiiTi1S1tRMydAY7uAyXQfOsWlbI6XW/eSW1FLkuIIjmMAREGRYxRtD0Rcoqakno9xCjXKcbaZONpVZ6L3zEiUQodqmklExQKXzMFm5ufy13INFX8Vy7wlZ+SUUSVdw+BI0qtv5W14d9aOzKKEI5a3dFNju4Aq/offUNT7I76NnMoEjlKTabCG/9yNUbRXn+BfkbKug4dTnuENJWgb3s6m4jXL7XnKKqyjbPoEaekPv0bN8UGTD7I+iBOPYH37B1pomtrRup7TLzqbibvpuvzS04xGjnZjAfH6SrK2VFPbtpbxXZVNhC82XvkEOJukYOcXmbU2UWPeSWVxDyY5xXME45Y3dFDruIofXsd55xOZt5bRd+xkl+JqKXiuZVRbKLTvIKGig/sTHOEIrWO9/ydbKZra2DlHWZSejuJve2y/FIu0Y5IPCDlovfY1dS2A3zJqKHqNz/2k2FzRSbt1HflkdRc4rhk/mOTnFFTSc+QJpNo49uGSoUASryXJ7ntySavJbh6gw7yRjazW1B4O4gimku5+QvbWBxnNfoATiqPoKfaMX+R//31/Y0rGbkg4HH25tpf3qT6iBBCZ5Jxll3VQoh8kuKOA/CizY9RUsF+7yQW4nfQ/jeIJJ6np7yTefFfgI75KYT2pJ7A8+Izu3kC3tw1Qpx6l0HqLhoI7kT9Do2cum4nbKbHvI3FpD1f4ZpFCSeud2Mku6KLPtIaOwhsr9Gkpwnf7z42zKLaV01wSO0DLNe06wqaCZcvMB8kpqKFZuIwdTOPUlqrotbC7tpcK2l4ycLeQ0HcbhTSL74yj6bxRWV5LbedqYmxnoDYOFtTGg9cdwGjiUtNM4HffqMHhfjjReR4tsJLopBstI5HykCQwLuEL/j1aP3Z8Gs6UJepF3vJGJGPK4CHMQ8W9Cx+/0RZD8CbpPTVNq30eZdQ8l5mHK5TOYH7zGdvsp9fsnMXvjOPwJOk5M0HzuMxz+FNL4C5r33KBn/CVK6BVlLb0UWc5T4zlChecS/eMLov85+YLmfXfpvfMr0tTP1O+/S8/9FyLvdCqJ9fITGvZPY/FGkLQ49rFvqHEfo9R2nLbL32LXUzj0GH1XglTb9tKw9wHNh27Rfu07ceGnXtKw6xymk09x+pKks2AlLc7A5TCNRwI4/AnsY1/TNHwP68QizlCc3oteWkZnkPyikus4cY9y8zC1u+5hnRLDu4HLs5gO+rEZCAj7nc+plg5Qu/MKpc0Wtsm3cMwsY7v1Kaad41gfxnEGYnSeHKP1/DOcgQSSb5GOo3coU87QO76IFIzTdXaSSssw1YPXME++xq7FsRlk03QQQ+fJSdrOfoKiJZEffI1pzz0GJhaNByGONPEzph2nKbPso+XkYxxaAmswhv3BNzTtuo/17hKyP0nfJR3TUQ1HII7Tt0jb4Xu0X/4Gu5Y0ODyCdKr6XtN28DLlgxfpm4xhvfEM095pLEb4ROexB3Rc/AIpkEAKROg4fpfygRHq905i98YEF/49aJgciNB++CYVlj2UDwxT5b5I751fRHshEMcy/SN1O05Q6TxHx+FJGg9p2HwxHFqMnnMTVO+6gWUijv3+d1S7jlB3RMeux+g48ZDOs5+iBpNY735M3Z4JbFNJnIEknWemaDr1FDmwjDz1gub9N+i78wLVn0CeXqD9wBUqLMM0HJwUL6MWx3z7Mab9kwK6pS0ihaLY7n1CnbKfUnmUrlvf4dKMrAi/ATrzid5+3wWdCvteym1Haf3oC2yhOHYthjoVoWP/LUr79lB/0IvNJ/AT7cfGaD37OZJ/GcvEjzTsv0nf2CuhWZ/4nuYdJym17sN06il2f0qA6QJJLLc+p8Z5iAr7cTqufoscFCRd28QP1O48TePlz3CEYu8iRf1R5MAS7cfvUGoZpm73GNKkAPE5vS9oOXCD3ru/iPAkbVHQQg0Mt6oncdx9Qq2ynzLrfhpPzeEMJoTrfOInGvfdpffuC9HG8Cew3foY08gdmkYuUWY9QOPFz3AGEqiTCeQHv9K48xzlzpO0jE5iOjxtvOOfU7dPSGA9Woye0+M0nX0igGhpYYo/jnPqBU27zlFq2UuxbS+lA7upG/YiTS4jTS/QsvciZQN7aDweNt61JPapV5j2XKBkYA/1R3XhHvZHUAILtB+/SfXeCey+ZZz+KK1HblEyMELtyIQAGOpRbKEY8tQPmDxHqXCfp9qxm9zmg9h8CRRfHFVfoqLNTMVuP/ZwUqA+pqIo40bcrDeKLT2YNU5hG7gUrxBTiNyHNLs/LsjDAYPc6zXMnAa6wj4dxeqL4gj+aatnGMUI4XBsHCfiBghM4FZFqtGSoCMaGZTpybFzfgXl2Vvcj97gnvsdeX5NJErpSeTZFYNWF0fW36Dqy8YxJI46uyZ2/sBvlDZ1U7E7iPvZ3xmcW8eVNvQEYijza6haDNmbRJldE/FoXjGDcOgp1NmVDb64GkyizL1BfvwW51wSR8ggOYaWUZ68Edrj2TXkYFw8KIFl1NDvqNoyLiPmzp7GnIaWUWeXjdCOBOrc2jt2TXAZNZwSKgItiie8hvvRH6iza6K/GFhCCa7gnlkRIR2+15gnfsP17L/Y8fHv1PQ6KZDu4gzFUQMJ1PCaQD/4IqiBNdRwQnBw/FGc82tIT9dwGiRLKbyG+ugNrrk1nHo6OMYIgTDyiAUCI4HTv4ikxVHn1pB0IzwkYNyb+Te4H73FHVpB8sWxGRwXd3jNoEtGUH0rqOGUEXYRRZpdw2lUerLBABJpZjFhdZ9bw6nFcGorKKF1ZG8c13QMV3gVKRTfoIoOzqzhMa6XQ4sZjJalDVWGMxDFM7PO4KM/cD36HWV+HSVkoHW9cZxaAnV+jcHZNaTQGursspBKTkVRZ1Zxza6KYVk4ifT0LepcSvRNZ1dQZ8Sz7dSTyHNrYlObjiPp67j1FVxegzg69wZVE/fB5Y+zPbzOzkdvGJxNIQeFi10JJXGHV1G974Lq5dAy7vk3uObeiBZPmoyqpQPCBYBMCq3gevwW9/zvwkPhN1QZ/hhSaB1l/ndc4TXxggeWxDUMJwUOZSYmvCwGKdIZjKPOvUGdf4M6s4wjIDDn9uk4amCVwdnfcc2vI4cSIvXOG8EejCM/WUeejwlEsFdQWx26uJ/SzCrqk7e4Z9dQA6KaVvwxPLNrKAYaQITGG9mxPgEyHAqlGHy0jvvxGupsEjkYMYxVMZS5VdxGiLvTv4QjmMT1aB3XzBvcc39HCicNUmoUeyCOMvcGT+gNSmgF19yKgbpO4JpZM5K7lpDDK6gzSVwbypZ0xkMM9+zvuOf+jjr/Bs/8G9yhZZEzoMdw6+IeuWdTpDMubOE40uN1PPNvUcMr2IOGgiYgnn11dg27X4S4qKHfGZr9u3hfdINC61vE+vBn1Pl/MPT5/6Z9zxHymg+J04ieRPL9wNbaLlou/oyixcUJy+jVpzddacpwQ7/3fYRxK/oOnW4U3umZntNARdv9RvaFN4oyEUOZiGGbFurLP8ncHUbxLmEzjgxqIIJLF0EB6fARJe3qNbAGspFRateWkEKLSMFFMZzzCrxumkBnS7eQjKARu08ELLsDBnvbH8Otv6KooY2S7dM4wwlc3qUNHLNs4F5Vv3AGpgNRJP8Ssl8gla3+NB87skFbdATF51L0RdxpImXQYK0bfBNZExfaZgSyq94Y6kaoxDuGvctI+Umn+ijG78WQWwwk3V7DZbcRXBM13NBRARUb/5yC+h6q907Tf36a7OI6Gkef4NEEy0UJiHAXqz9N8ougThlYhOAScjhNODXuk760EfggHvKIEbYhdv10gIXDt/Tuc77/XYxQedkn0nqUdABG+sdAx4reezoYQywKcmgBObggrqtPoJXTuA97wNDZB4zAem8M1RfDnU4M2hARLImF07heql+4Lh1p1UsggmvayIdIe0sMzK6iR8TzY2B8FYMlZfO946nL04YELiRCLFQj6tOuC6KjuHbimKwYphmrUTG5DT9LOhLynWVeQLwEzGxRWOZ96cQpA4XrjxsmwMh/CylJ47nTigtZWzLQ4sb919NRkAYzKSB6utb0CcEn+rY2bQlHKIIUEhGRsrFYv/tOBkBOixjfScyt3Fp0Y/NWvFHkSeOzG3weVXsHLHuXKBXZ6Ds7dIMo6zXuq8HUV6ZEBq7TUKIo6cGjgd9Ia9JFsI+xgfki4vsbDH/B908Tfw0UtHHfbWnomS/tL4oY7H3RlrYb11YyhqSyFkHxLW68g2og8h4RV/xdKbAkQll8AtO9kQamLyGHFlGCgv3v8AtDpHgWjBmo0YO3+UTiluKN4dbSlXkcZfoV5R0WipWr9F5/REG1iTLPfZRQHHnqJc27jpJVIWPzRXEb75xkoBXSYTl2n1BKuXwGwsS3JMJmjDUlvZ7KBorbaRBAFSMW8//y9Ta7siRbk9A7gXqCBGr1BAkQ0GLw3Q+h7+yM/4g8hYRutdQSAwZIiBEjpn3rZIT/RO5q0eI54O4M98hdzdssBmbmnvtyLoNSVZ2zd2b8uC9fy8yWrUtIiI1rtsuKSW/f16f9q3/9swlcW6bPfrZlk4ufBnWkIi/qOAi7v2Xrb2c5HLqADdRvdCx02dotWbfR+4eZJiyNEXy6kGzYs02//9X+s8v/YP/5v/531r4DCpgiBjmMW7J2zTVgkbWeV2z8MtjbIUvofmBhz05Dypkl0z2v43X1XteVGLBpjRpffL75svuA0X2Lp5f7HZLMaRORlDhFBwu3pemSZuOO4bBlf9g//I//m/2zf/Ff2n/4z/9r+xfX/926mG3xyab1+Orxz8XY/YBUa9EhFznARi6ZesY0YhqoGhm4cLr9KAMsOpcRIAIC2aLFtMHTo+dcWSgC6ujLzuE7+x8Y4DI7zanlv7c6majbsJE0pwAjI/m+48M6/yhjIEd5j/gDU4X2DJtmmn41nHE8cx0MbBTC2kxFvTCutdmwk23yCkfD2R98dlg3Go2pucRYm0et4rwO7KN49PcMygOfXecz7a3xHjpl+Qz2HZ0se81d2OVrz3F99OyZA9Zrv8JMa+BhMDlUs1gPuayHfj3LflscgvUYqvpD66FzOmgyOz/xTAY2YvasKhvaLi/usHGFH//gMeSl9amMSx03eesfDO4Qe/QMOoIWWjqvtpyvPTnNwsB6GFY6cvp6mF7dYd2KNbQ4HFZjRFKgA7VlsjC4ZN0PDJjXHhx3jmnVnAh/2BI545qWBvLunwKSM6j2NCeAEMoNvNi1xLLDJk5xE7auta1BJ2XIOg+xMSRUrvu/t//uf7nZf/Sf/jf2H/wn/4X9x//0P1tz+7Dr70/79r/+G/tn//xf2n/1P/2fNt1P7Dl/YP/7qsJRooD7OWzxiIEDfftH9oN0UfMQzoLpwzX3gaTZY19/c8nm7Wm//m3g/9P8KwkETN+5BG68iOC23PAi+5fALbvYgVmkhmIMvAC1HU/cPMN22rSeZVKNxjoO4bD2fljn/2r99qDembJRbrSeGSusb2F/DOY6lbFw8CBHIAZJjcErOKlzwS0x2Jqld8jW3zAHs6dLaOtS+XtJ8IZyPRr8kHkSJzp05nKtLecKNE5TrPDc+pCsf/9/rL39Fd3E739Alx8OW9Zk85rqZB6vBozM+QK0ig0g0ka9Cz5rkfHjTQNBNMQiYaRfOAijvGziUAOXnu0YDk6kqsNmes8DMaQyW1fzepuYbNieOCQ2ZIqj15AZdHi3Uc0mGtWXGZSqhK0rvAqrMH03q802ZNjW8pleqHQYea3Tlsoz1udqzOfEbFlDLKaSwMjXnRnn7Sxr6dXyeuTgkzbkEjQHltRNBGSjSWSdk431ifnDRWqHCu4SOIeA70x4v4andDvNtlY0SfYB8KVUdJeoe8IhdolH9Wv3dZCPrmW60bmVlW3/0pF/2TmAhGv0wilU43aSUOTci03+L6l6vbs6AapzmD3QhIRB6H952rCe5bkrKcE+oiLFy/iRBzbHszYBMWd0mfBWKs+8d5x7y+sdqDAclXxwDw6MPY3noHJ+3xBpX8yEEdX8UdcLg7fmbWC0KSzEcf/Myl1ihQOX054V7rhjMEsbk833f2/j9rC33/4v69//sClmwuUf9rY+bLj/gXspVTgslYtd+kvF2IWHtRpnS34V6h1OG/RHGTE7eSZ2Gw5dTTp886gQfq7q4QSX4YbBwG/ckJgNm1me4jTpIoJ1G8novwTnwdN3f30WRzmcthiygY11cvqRpKEJo9gUwP1RfNkV7IddgyJwAl595hxTeAfN8WH9jvIYtq6fNm5PDtXAi+4JF/QOJOrg4VneOgZqzghuqF66RA52uJ3Fj0Te4C2DVuPAyHcs/zBOEJ4Z/Q8cdkOolUG/nzbc670uvg78ngJ9uOlwCsUES1t2SPb05YH6BeTaRMfB5abhKbkOThEW6Dlkg5u31WZlVdQ7PNfFY0Qeqp9kU/yA2+qd6gF/lj6Phh2CI7O7kdc/eQbklYerlDplrQgWOVi6okt83M4a9D3Iq05+JJqG5EBg95y322/1kBrpLtnd08vaPCsWzPJ54HSrKT5s9q9DLHKdD7Ana+Jps8PkrH6lQkKQk/86Am9glt9zXfWcLoUJU1pXGNN3iU/MFWa10O+cV8G1jSFCteoe9oe1d8BZLb93cJDpARLIBWcfGQyWDZ7ssFLP1vtPTBjbXoL4mjiPAYcMxpeeZS/028nnL3vnXC2TY7LR470hQz3qhL2Qik34EOAUqUbQRtAP9/zg8Z2tQ7XQM6g2nOt9YeY93BJl5YTlNPLQc4qdOzlHV1AU7+OGQ33i/pdtcx+wz4b9sJYBu+Ngd8Wy2SP5G9c66rJn1dNrjKPX3BJV40Qy4mnD/gk4ZuPglPC0YUeXdCchxsa54Gu2izvtW8jWRFrj3HBfDeNOwwaulghFz0Pu4rI1/mlNQBzDbN9E0j1Zvx22+J+Qu/9AHf/wAye2NhTwWOByCl6jSp2ClT7L8IMhHBwUgDF2eiAaFDCJlNDi8CQMV9gNIDvOeCEep/zFY8H3LBdrNnLy0Dg4bhHXOuzA8i87B8EIplJZ7pJN7lnmB/cu2dvOBbmeNv4FE6hAtrCCcBhf1q2cg+vPgqWqua3zCUHfYfh340CsdduzTGiqVQyrIN6HcN9OAU9Vy44qZFy5IVy26f6wKQIblaOfhmXM20m1BPDgkaRgQxXA4uADXgd2HF+6sYX/KsPveWD0IQPuiAnl+latLZoyRJ1B2HNzbZkcAuECh/sZPLkJZvcDM6WeAUKYLwbi1GlMjTs4/lBj9bKNv31CbUYMGFOUUsnARh7KGiU47VibA3mgIQDGxGzmszyLkZh2G8V5sJrjv0GmaZg74T93Yki3g+VJ5zmFK2QbbtnGv2Qbbk9KolOtLj14oTpOj77sWgs81Dpm+3BhxBB7NBoeNnpg2j3vaXa5DE/pPe9ll2IKAbArCQGnizk0+pTr9sjgx788q4cVD5qR8MzsDhvvyWYPHk1coDqTyyBwTe0rvFJG8HW1Mn4LHG0phcuPJ2dUI3lApo09eHFPcB8+WbdXDqELyb55HBqd+7TGYbxjv/5RnUd5aGrICmLGUYYSIcYQhrmDgxr1u7zWMiGM8UNjQAfGO0FTvaOvjheUfJZBLa3nLF+fbfxx2vAXQHlS9PT+tGZLsH1fn3bxjDvhZQiQDkH3tHb7RPDnCNuRs30HD4Tjp7bM/zj/mcRPnTE73OjY54EBKgPv44tCgfj54JLNDoTtNeokfVgnP2kSU8gsoJoBDkxXv/VJVz1BA/hOwSg9s7325ZTs3ZMDu5O1O65ZhI5eCKwmDpIhCVkaM4WO5Miwcrh0AP7XquRyyYZbItZLaGPPdnknCeQ4KjIcFZuLUCJIXTNsT04zEw9xMjPDRu7YDDdtyCS7kKy7H9bdDxsigvTkScK5bLPLfL7A7rvIMpMn+0gVwMDgO4mo8yAjx4h30hHD1uCKzifr3nGP43YWsmsMGMyjaxniYaPj3291BisqpyfxXZKuPlvnnlg720llwlGqLm06TTxTdtjxfWkaWxuAjfeRMATVRwOzrwuDw7QlDhCp1zqRX5jcabPPtsQHB408rL0/bNhx2EylWmGQJbcEWITXFDT2j1kv/z16jBxEGS6Y8bR+fVoTMH943JI1K/4eXAUOp2J9wr3Q8bCdNlZ5/uA+wrsb4qNiuVu2xWe7xmQ952R0+2G97okBaQwH8fh6Hy0brkYPrL4JFR4dtmedA72BnBc8O8bDlsB70DoO5JE8BsoPDIBy8m12WbwjQenkAuzrvhxYHTURAVl7sPeH9WsiT4c92cZsb++AxQZWGLqfloKEJnxas31at6KKnFckiE1ErGjJfTXcP8P+wQNQ6iQ82yUeZShVK/iYcHjDWDa6bNOKcaD9ngpPpcRqDKyUfK2UoEw7EQfDA7O3t1zj3sqkyOP+Lvdsb++41k4HQ6gjVNt4WuMx1L1bT1R2LlnrH9aG0y5btuHvjV4s2ZkeHjMusfEXkWfb01rCIyg5z2IopI0m4rYPJBuIw12YSYJ0RFZ22ZN14WSGQrzOCYOlp7Syg5Bq6fcDUqV+fdrFUYrqTs7sRHYiOKYN9dp6qikKZCGFyIuapY0YXtAyiypY9fth/fsH1DUu2duOIN05eGygZRoBvtlO66gQGcKjDHjR/EwNTtFAk0sQ3MUMtTxfenYEzQpG1oWMlJnvD5SFxTPFUTUT6mD7TtUb8T4NGdfzAMZ+2BhQuV3XRIL8UZRFPZUxnUPmKXy45Xi8t1jxVEATuUAlmgHalt+lWsjhvkQCtlR0zJsy3IpjTyHZTM5j0PDryMxyO3G4BWzubufzCg+O6YQlwbh/kJimUidgZuoS4FUzat17+KEIn75ojXtUXNPLXNaRElS8W6qkXlU6TJjamAijUKWyJuvuyZqdkMPO9xEOWzYM4p7io0wua+9UFQVkz0sAJzDujzJgZNTf+9rWPzlh30epOifHDlEGW82VHsk7TV/2A5MCVxs7O8+4wPU5Ofr8bBkKIFXt/oWvC7X60rzb0QOvB17N33lVuHEPAjbEs+re8Q6W7UB1cj8Ie2DvaqzhhTDb4gGBtUoEPA7LbifUyGRoDlQycl0sTGJbvt+yJokCDJwFPCp+RElhWUkHvMPCP/FAH7lHFn6XZgjDVwdxB5VyooqLqknyZG93rO+OFWMXccA0Dgc1VFz0hXKnXVy28WeWDX+afrXhx5MLp2Y9ktC1PpeMoHg+O3k+44O7ncGUOKIGqb9meF0UYSOpY4U+RmbhbZTbHMtRr4eWrfNPe4vMYG/Zuh9nKb+AwRLGoJXEyKwWUAcyqCU8bN4O61YcNkVJ4KBmGZgZlax/yzbcMJ915jWPJKB6kj89CWNJEQtBvZ3MuERwV0gBMAubMFzmDNxk40+xYQ4sZyAaN2STypDEywwRmXvDgCnJYlUhVFhO1yAJ7OhfIJ79QfUOZr/23MhTfHxVsPizZKnddsJLPKBsluJAfEAXX56LR6DpmUkOdzQ/VdEAgqzUR90KuEvKj8lTeeREgDFRiId1+4NTvB423Tm7lk1ofOgAACAASURBVAcybAUI72yJCg98zkyp3xSQ6fcx2/COgDSLqwg4SGZyGx036BRSUaB1K6Yple/bcAgPHlVLgQGo6BldVawVmZ6k1BuVaXdWW/vDpv0BeGevEt4xqrJhoA18RkzWMGrx4DzdVKA/Keem9fW6+eeuPmM8X0A8HfXmQ2Qlx/0v7LtlgtcI5iLk1xCjbl4gs6ZUW0fdg+tRSMo21D3Y/8AaXcJR9+DGKtpnqsoO06Aoda32TBj6iL8bmcwOTITKXGWP2dyTDq1w4B4FW/EZlzXJuLZQZSNurYoDQJiDS6K6bAURu2yo2qU0Qv8HfXW0Pm6AKSce7hjSQnWXSHIlyUQdIJcmrBofRShy8YeN7z8Zvfin6dfS+AOsF1hUU3DHszQISF3Q+mT9j9OG34ABtjFbsxN2YDBuveRoiWMN8TkgaISPZZ7Wic09NHkr2V4qUlDpfIW79nzJl43lEUvghuRzt38UArEEHJXWPC0vQfjyYddbXYh9PMqCuDBbE+wCC9XzC+uvU79z2aZVCqlUJLCStNbWfT6DDYEcjRnIGt8icNZuyzb89rThx5O4ILHCkJmVPb48hyFmDMjZsYElTR2ZFV12BClJQttSTaG6mngPI+WdfQQk0txxYE5SybDUBEQjojSVno9eBH8hwXHAazaodNE9f7eLydo7Zj3XLLFCE72rWXfLoLasyZYVGXivQOyzvRUYA5tp5PoRxNFzjaBkzvyZk30gmZsKiUqz87B1uh8pq16u0VX1ifigxkEAcGHgm28npaT4mSZqeAb80nt3IsliMFSi0hM2e60E+pdEonVP68i5CIrso4hlKWAAs10IA2E/J2rC5f/C9eigI+9YEVQZd66cwFbjwbBJBIE9PfwANt+ugGoaX9dZvwJ+eQsnxBE8fKTF7wOav5ZbKlXUEGtQbmK2dn9Al++SvVHhNmxqBiO05QBtTSsOhDYyySKaUJLYkG3cIA3ttmy9x383IVlPD3wdWq0n3KjY44AINHz+Fw8FUelkF+fFynEI4sxyJb9fKv6eSXTnT9rkgNAVmTuykmoCfnYs7ySVnofeITmqCkPBtTA9vP7+92buUgXShhrkhoCHWppyiOVefLLOf9iwHdYQw+5f/wk1w1OXoqRawNWfhcAb7lQiODLUReOdcLLecLLOPpVTctqEwSZyBgwOKxpTVKa2HtLMgYtCGXBDoqzfGQio9gAJnYpOfKKa4rJXhcikgOSFIROGiNSlO6kpBI2dJZNVNtYRd538yc68lyC04oC8KGtZ0UjTB2T20wZ9+hggay2abx0KJPWUNXXhBeLxNWgLs5yC3k8qckIEVEAGHbOpyQufPGpDzJqKDn3cax/AuD1siKi6Biq0QGjiM5cAA8B+BRQkuKt1eh+EGD0kpDjUasCb+b5GZsrtHcFRreyjx3pt4mlj4RkUmFmJKVN0mXhrqmqW25NEvuAr9AX0K3im1p325hnAwovM1zPguxM4s8vM3J5FdjgSIui9ID+ofboV6rHulvm9zFhX8FDddlrrQWqKNG0C72VTEsL7oTSycbhmVYQXwnG9A4narQwy7gS5WirR/LJWeRCQc5EyB1U4OJfGH9b7B6oBdj2PP0i4h1QO2bc7ODJk0ZkjXlM5SK+E+MbtKDDUGB/WvR/W7I9SKZQqzyfr1yeCvENl08cHDjZWJi33IaSs9b13RC0uIRc1UX/Dc37zUPT1W6ZTAapvvPdspbvc1yQODV1Q9EFNBLPEUdk/3yUqE4hA3nyNt50Idg/e6uKf9haw1vrbJ4zcAqHEUqUDCpw8ICVVpoo7iI9QNv3iT/tXP8v4p+0kUaROVJ664VH06GNA4xIyN2CsPbMyDf1tC55H4oPZ48BsdnKAV2ZmZf2erL8/bPR4YYXwUfnyUj1cqJ9fNmZ7rpZW2MBYYCOVBLKPBo4skqtKotqiZkEAVxmIbAv4ehMTFEyeUjhmhm3QIXZCJRFQvcxbYgNPKjpaZQkXf9gbNw6I1eMFxyZJGivG2ns0YbQRMrWWmSoURTgEr2xuk6JjIi+CbOBkdx8IP/E3ej8lAxdk5DKHPiPQTy4V3Htw1Z4b752VoRZ+wHOa3QGVTEjW38ERjNtRDr4hEFd19V6kqW7jYZ1/QH0UjpdAU6Ws4J1ODp0BfDIQgun2w7r4QLfsDu+fke8A1ad4k1RUGZ1Dz8Fb5D1sp42/Pa2/EUYkV9IH4M0IDKddIkm+kKz4pIRkb+xOb7dPazdIFAeRfzx8pS7pNkj3LoQyh9+e8Gvh92ptty5Zu1HZEc4azFi96ZnI83/Ysn2L0PkPa7bhL08cZg5JRPncLTNjPZFR83m/9kIoKM+EgUZll05V+GGzfxSOrI1Y591Kon/jvtwP638/bLg/bHYPHLTv4sSwnyQLfu2ngFw7M0mjqo9JareD2By3ZxGD4L4APQ6SW6oy457WtLHOnexBOKhgwgHcuNrL03l8Vkc1XxNOZuu5JCgYb3hau/0BAcqGg3akVFYwYUtItNuedgmZn3UUkljNqG/+tNaBrL24T2u2J4wyGQc7n4r44FU1Oa6q8sBL9lLWbcm+h+dPAv/8q43CSMNRglbpmlzRObYoEERlXAxQAXjedGfX2EaMz7Msj8hMW+Jbc1kweMEgZg/TYOHRAfd/i9ICww+n85C66XRD485RFA/dftgbM/QhQOfccXMMW1U0AFvny4/Ec6nEaakV71zGHEwqSgaSlP2GDY/WcC4UZkiSZ44bXlKBFxw2IA4MwGI6LGc2pLUriEJJ+SYPbHjiQVQOOMJOQ0h2dcmuG56D5KClG5mLHYcQ7nO6JxCgBU5A5bDEBzY2cd4+HNaQuJ9Csj6clOhWklawy0B4TvezED+XcgmS2KNYzXaEytAfchaTNzXgTQF4dhuVVBCX5UHevyOznjZqlB0WvFQs0ItjDWEdpZKhoasRz6Llmu0DoBEcMiCCUfJjH4w/9K6ooNiTNb+D1J8c/qzZqx0Fvu9prfuEsmt9skeADVs8LLDWqWRTl6VLCJo+2fADvzPxMy97ssvvh3XvBw8yEJ0t14Zg0j6cRZuvZwcNOKXTN3ArI6GY5s772dUUlqzdH6Ymu85BjVU4F3+gi5SV56AqnPYaCF7MOl1ixzc5B493O5N0hFovQdHmCGNwvQ7c931RNH0UGHki3Nmwt0SHe+/Vwc2gSB4JFTL2uRRMUCMS2g7glxrHambN1t0yrU3wZ5d7PaiGDdAZeAxyZTFbFxCs2/Vp4wotfRuPEvhHhybX5j3Z5Z1V7JbYPFeT0S6gums3JBDTenLq1mGtf1q/fbLHJRNZOYp6ruV9TpQyty5bs/6dmbuyZUar9lEyuxpMlJ0dBRJY3FE7PFkW9nfIz3QYIMN50UG7s35GwWFx2rXMvgaSjKM2VTzIWgN7nnwusrrRV6hmDNDvd8RDx/hA8KB+eVpFBmmRQb+smZUq+5rA8vgH/uk2ZGTS/Ktc7AgLNJ4ZW4BC6LITL+f39cww1HtQ7tVTVaPny/Z2dKWyo5cac5W2LUvxYjHhzjKtB3JSYpCqDFjhFBz0LkmgcHc+P2GGG2SP036wXAQccAnEpLdnKYfBYQAiaXd2Ovv6jwi0LmS7+KO0mqvnoX15lr3Dd0FVAvliF0Fg9uVwoaJIMmJWMqVKEwygysQn+i5JWsc/80ex/eg3VKDTrkTksME9Csn9xuyxd6mYAHb0KhojRAJFEshsWn4uXcgo5Vc+U/ZPCK+dXIL6huqOgbDIoO9V5nYjjHlP8J6Khy0bYZ69HqYjMezqZcRmNap7ukDfn61mhF04sGfvHzYzObtEZPaAxCqcOpJUhaYea7jx+vlk1xVNY7L6UCLUeap8uJ6BcVMLH8gNuLqH+0C3gDXZHD5sCA/4ML0/CE1yLXHdDhRVSN44+WSzz9aHs8gdxdvN4VEsPhZ/2PQ3yquREPWFfMew4fm38bDhflBZ8yh+ZENIRBm4LglhvXkkj7N4Ga7v8UZriffD+vuHLQGBv5GM2KUCt00B8FBDpGGJOChaQvDqk1F86dgn9cWwLRDKup12/ZlXz5/mX0HybcAy1XAEHPHBSVyptHVPLjPjFnlGlj6im7OjsqPnhmv4UtRF+BbOEmg7Bt4LMclurc1ARY/vch1Hpg0hYnPLdTH5XHXoDDrIdpgJskwq/hv8/8HjlAemzOB0O6298VRlAJXSqCVvoY7DphCpqaiU1FCCBriXLk9+f9Hzs+LpGNy68DB00cI+Qdl8T16iDUcpf9vwZObLIO2r2mAgqdepS1qQSRDbj6yp42ItNgohfclAiy+LS1RngePpmbGr4rmEVLFwl8qhBnL9wUyeRKzPX95BaR5z2WZ2hqP7MZVneolVNidoCFLUox5yBXqj2ug92UCFkuZNlADgUMX2rHCQIFBVwnb3lu9xpE/QoOyRfi6DzyW4dezF6EnkF2inHIB45gNVSiBzQbjKtqNCjTxstmT9De9lpiKl2FJstYsVun4RxXzulEfO61F6NSQOGFbczxgklkiFwyuWCjoglKCpygjHF4i3c4AatFblOSRxQXuXHDIXIUcTBAPj+YHIfdQeCsKDk4eMsWMiN8YDVWtUQonKux7uqvyOYoKnHomixtry3/QgSIrK6ipkNpamEoeKsobd1MNWeamOawgCDsJNgVCi0AWX2GleYdxOMK8+y3FPCX5UEhPEt+CzekKtr94+/Zf9xKp/I+EcDuu2w65r/rlXDxb608btsxgz6RQa6AXRU/9dGi5IHnUrdOsXf4KMc6cNN/4dA+WF2BhevBoY1GL9tEt8QhZ2yzbeQIahvTxbG87aOPRaTWwgO6phEok6ZuNqaBBZ1oaT5CdOaBi15dL4NIVaofTEKzWjYN6qKgQE01maMwb3sME/Sq9A46tKCdrvTIiJv6vmMd6HMtImKGgoo0+8JgSSgYfLGJFxaGLayMBdSHaX6snvpAggKUgcd5YRHxdmy8YUEGFU54REBUcmFl4bqrot2/AXVkUrv4vQgOY1jAwKU4AUcdiFl/Mw5MGgRihZNozsDemUIYvncXrnhG8IoamFfiiH8dN6f8JaZH+QTNeBfzChEaZ68NAClHldkdQg+zxKN2bDSVPSxTeCw5iQ9I6ySlY10w1r8xKTNf6kiqn6yfT83qJmIVdT1SwHG+iSvbHCmfW9IRVCV0nFQJL2IusDBzhMnytrjo6Z+yXyMOV7avhMxHV1gioLEpALOY0kLxU1FUhqNlsyCRk3Zt0xW9HvK4EkzDYQjpAMEZxKsi48kADFhzXvHzbeCRfvaLobWGF1Mdl4p6Jso/KH8OVMLkKJYudxfy0TvTYk+0aeBP5UqDSKhYlH9v+2pzonwtNTaVMfSuahwgPBZZtu2iP8ru0oTX/oWSJR7pK9xQfJWiq7gqo+wKrTiufXxBeCmsG9yME91o+aIdWvMwQkdoN/WOeOn8/c/cf5VzTc7MRB+YKKpwo3o9q6Zep0IR6GIQLPl447Qg1bZuB9lsAvfFrZ5Zs/7bJVD5Zmg7RJncJdhP2CulEl2ytyJkc9Mb8PjURYrOOP06aXVujWCx54ENd+sPWcOmyqi6ZNZJU6mYk/x0dxtRxXlIvypplXasLpPT44eWvkMsgag8QrPt3GZG1kI9J2Ek89C+cwbLmUis3GRRd48Ep+6J5FxdHteNmjYDn5d9+elP7BW6Xhphn22mFZrASYecuF8OJTMdDSgYrq7ASG/Rs2L6qOszo0+qf1jj0fOxYjbJQ1xa1muPqu1qMSbLyUNtR/b3iHw00TuliJcZ0NL7YOHSWGbVRmDIniZT9fJHqAPUonpXuWbGskgSg7gDE+rL0DC1dGNzCQwF8Hh9G0ZUJQhy0u2/Wl271ajXDDMhselVT4gy63fBYRao3u/SgTrroX0r71lA0TJmuYLV6izNKyjf8Gh3JPOESQ2RQf1r7Dn0biiYHrRdc1cP8rgQGpCJJa/klNTNb5BwnFkyKIXCoPIQjqzemoAoOnjirmZ6kYOwY/8WogbgEnqScF80Iy+SCMgm3uuG5ILCtsoh6YbsOab0uXPysv3tcrLDUwoZBfVnsHpyN/JFUJY3nvsGOZi7IG711Vfb+eNEvLL1ymEoWzmuaxH2bwj/LZy5YxHySI+8DvdDxwR1a6Sh5GnyuhK6KYPE/jYA3/08Bfu+lQlrX8wJmwRquHHpINK4KIvOi7lXIlj0XXieH3OK0u92zNnQw4ibPOi2BL1oYns/MnZ8ZW9U0pXYjDCT6BfzsecsPNMnoeNHyIaDnnycusFGoRdcth0aIqYZNGOGwp5X4uGbJOYpRlZ/FZabhIFhGad2Qm8wvGLex28OjMK544W81kQWiJO6glY+eO0hRXXPu26lTYcaPpHbyx4upXKVhyqc40RlNV0DcqC7oV+GPPz2w85H1qge9IFrY+lRGPlwDte//jCSWRB8zS+vPLdUEumOxbhNnaeMtfzNeAYzILZzWp5p43lyGP8yfNtp6QBzJTk+RYOusxEEJhOazmwcGdNjDrHCiPLARoqWBpw7CdfEa5jMHr4kn7jFTeRU8uZNzZ5ET+Yfbgk6aNnx1gVzKtIiBZ5Qlq8OmLSqk4zaraiA/el6oLZXIkMpVIcU+2JO+7lY2VgfCOAww1+FxMD9E/cBasuN8Pa96ljjqsVSPTnuztnmwIJ6DH9TB11KOJDVyZYNlLkEIqQ/Lr0OD46r0kaOMSZLeCHoD+dhZ7Czyno87+psVEJfZ5eG3piylh7yoM2zGR7CldxfdVqSacAipcKZVNTxhppIijeFGFBA8f/6jquYCu5ZkyYcHH04a10BP+bVk1dBExb9yexceqY5IybjAGHMkJgqerkuSijqO/lNxue/ZJlc7w9WQ/RbZ/CqdN++fPAz88R3DjIhFVqndRi/uk+icV73kMTIGM7uJBZnUij3yy5v4gKQUy7C2SDPToGsXCPaz3XKjb0xaeosVUzVf7hcYj+76uRwnEsm0diQsvvspNx/AAjLLRLmCDyqCJB7MHlcAq9w+7bpk2yZX3gG/QwXmYIMCaiOuB0ggafpTHJE5Dzfo6qTk81FMqNwtG54CRF7hmrYZ2gH4o53JQQbxF2Px2rLjG385iOS2YpCU80wQYQrUuIUP/rQZkfT+6n5/WbJ+A7JgRqwtyYHn+5ilVZBbVbvAkEub5FgFN9Fuy4S+1+Uzf1XnK7W40vBNBHGsmNgQY3jWqBDdZYHwWDBqeNlURVC2qJSRA9TeIp/CU0zkR9c8vxNhbpO3xWiGsYtHtU5W8ejk8ZvseqEKiR1B/r+6ag4dsWeKF60Yoxyd6yDPJelc1dFrPw2GKj+I51N8RrOWrtHh0keN68N5GB0J3DqnYNKg5SwqiacP1vxUMO5dMctyyDYGmXsTJB/oajeRG2qjGvFQgIA0CKfNgPZ5fE1B1964meMKsFSz7gAy18ZBUdi5Z/9tp3Q9+luAmVnUl42VMkElhy4pHKp7SaMo90oYEocZfTut/1PGSZY1s2frt0948khl4MGkdgnvQrI7ZIbZcw2FD+OB7V9dxpmSa790nVn6IkUV0wqZAdaeLT33d65JJtwEKxS5WwUQrCfWXez5I5mZ721/2+V+QnF22w8afTeD6xwmqnvEdQWmSHJNkGrxBEmEKLK6BDTvTlsqppVMaI/DOL94yQzyI0WeTvamULDBIo3EXs6SeyoIuAMfTdSHLIdYaSMisOOUWh+uCauNBSd9XwqO/ZUA1vC55Cg1euHquHajxsDIAnKV7lc4J10s8nflySGRfPBb+GNQrwEqnyBRTUSFMLhUiqPeaLpQLfi/Hv5bYnTDtrpCwuVQg/S1/CdaQDD4LuS73yCJbc/XP32K25j1zrCJ/TtyEqrOYrfOaugQTLJCHD5NVbcsOXCnBynVJ7uehfmp+T9beK6TWRU5F4iGDOb9Pa1a4LU7bWX5fjTyzmv9eHCSl359YGTQecEM5iJlAdCGj25nPs3l9RqxYhxtx+SgI5rDRP7iu6aUTYcQ2uaMQgRoEpF6O2THgv5Cpr8KBjhXldUu2+A+bmLB0tFqYo/giwoaEytqVag5f96TktIMnXHKv665hJTFG9BAMUoZtNcuUHBiB/SgQWIGZ+Bmze+FpfKbPEyeKvQgcFDRF1uPd4ZCROk8VvWSNdX/kL0KRgdJIGae9vueLT7UCEvcXqAajoqglXC2p5iWg47l6USnhSZRhHmU6mKbBTSHZfP+oSYAnke4xBEaDeiYlymwirT1HqZLoL8kVPIQSDeByiUni2xSrZofnIEJ7YFOe9nn3soabkDCcKqS/Y9Lm6eHBWaryWMHcV1r7soy4OL0Uyq44sUkND2qxborniAg/dhl6YF0jN1rn5XB3lnZ1BYkpEO/bH6X5R3I9mD8xW/XEcgnLqMkLpnEsoR0W/2VnWc7ys2e3Yb/jxU9UcDSFjMFL14LUC2kDsNLBJRvVlq8H76FkKbJSjxeM0YzkACLuZQqcW7BhI1+32jg1bdRKsyllZjU0B/p/uMeLDA2d1P12wLRtpWRwr6PnUKFxwfMQGNZk44pMZHg/MHqOUEm7I4vBYcHhHVycF8rHZj4njJms3yU1y8WLjxCkxHX2/uAUJVzPsKcCAzQizHwuLfHo3hYsJungUchH2H2DxJs2+dWgZ6PnATVRHSLfmcnlIn9cHNbIyEP/ws8duHk7cWB/45Mz+cSGmqM0DyrD1gE+sVJVU6EIOzQ11gCAz3hY9/4Bz6SADvL5nmy6I7vsi7Ipl+YnzcuePSTA81arp5F7tSeEM8ZkPTNPzCioh4+qpjagB2R0gPjGey4BDf0IkFWWDvv15ZkL8toOKnoSfxZSVNmwz3x+s2cHuqckMrB5jIqbkY2BgruUsGmU5az3TJ5pcchwr0QlBso/5dffbVjz040H7p1rPgJWusTMdYaKb9xh0TzdlSTm4o8kdVbxj+JzR0MruatAmMzxIA00jROKwSprEsZP6GomrNeHoyR+aLzE+psoboAajvJUXgvM4yAguGyAxn8a+GWz2+2ZTS1n8aaGVpsqgo3qG25Etc6XrF6DO4rNQabqBKTERPxt2DDfdgwokxZm1G1M1HczULCEhPnQ18AP+SUCcC9Jpcei08jIyR90AkUzSHNHRtjyulBCMTDLE4UvTH4zaAB6MOi/QArhBHEZj5IRdSRlZvdh4/4om01Yq3Tu46bPJVkUkO03RcnEiivIOAzTw5CVqfyrcj2x/Zr5297OouuW5cGyPQp30b5kc90N+GElGJkVakiHSmLBJP6Fb/C1WpEZG0bD0X+dBDcOy2zdDdXR4vhdyupkHLdR/bEdJauHnFSZ3vElY9LEOJBykIuiKQ9BXoZqLXtORg/LiNFhQwzcqKoi5zUVklUKnEJCc+NhWHlV9ExcJwMPcalVxo1ZZxR8p0Ct6gNV7vxiUtcG6N4vd6zXJdI1lIfNwKoFnexIZMpsW8/ATysP2WWMtA7o+SylNlOjJA7PukZlAy5Dv95n6+8J1fR2lE51JGKPosdXJ3ZDOSfGGIojQ6XUM+GQwq3ZK0cmGa18iqQcQhWVaOlcLQswPCWVUZbdltCsJFO8/bDJPcpoQ3CXiCMdjekmzzGkrEjE30ih1glXj4nEKgUlfOc9E0tVAzMhOVmmlFhCZAQTArONd7qnSsdf7gPyee234Z7QG8U1KAvqmZWlxDaaKjYEvX+p/fAzy89smf80/Woas1Zd33gyFrlR5mAE+YjgtHt1SOxZimqIyEAlQs/PG3cYfRUJHKEayc6AOybTMA6MFMtfdOEDyaKGJHTP4QZFH++UFZARDyKV2OS0k6hdn4XYQqcmJJcDM4vW59JQouYtkIOfJnvVYjS16ZqwsWYGy0JQeRBNl3iUg1Uj7F6N4zSwofHJGpo2QU5Hklz43nqWhimMbWQzm8hCVidNOFgF5VIFzSvVNaxCyvDpXQcz7hcYLb2JtLj5PIYt27g+a2bGQ1lBRX4/8wapW0e4aGS2e+E7mFwqo+QGVoLaSOJABq6BjnCNNNFyhe2d+kDwbushw4ow1iDTehmHgYS+ePmrAN/vXLLxJu+X+j5GBezIyWnbJ6zJV4wZHPh5HZ8pRpLSSkN7iRt33J4g7YhFa022hEIHrRutOfZGSHEiGfK4/o3hFwN4H14ksJQNTwpkvpKraFjKZe2B7wCxPVAYUNRHwtMDKgXNsC62G07QzEGhQiWMNaxIn3EJuTS8tfT+7xnIezaVacxmGeMq+IcJkYweOyarGPoCyfhFsGdgkNwOSmsz3YFB7ncu0yzvKPj5xVeISKowzZnA5L2KrffuWSbzdeQ4J3fYdKvWLh2rQqm6NFpxJLwHaXzlSFTFyNUU18xmMZ/KOxQZrNhwcSdNAfEup9tJWJRw8ZpscX9H1QM5nTBkZGB9GS+XS1PCsJ32LSLwDpQ16lT8Mrhjf1CbrTbrzOwFLoxdfFi7v5TJITEzRmbT7JA5TUUZwJvepDV+mYITgHl2HMgCDWwuHaxi/dUlKi+PlgdTMXzjBsAcWahONPQAXtvJOk/zJWH+5Zqe5fMhB2SD2gYZYq+Rlj6XoTH9SpUNeyDeAk/oCMUFSs3T3ly2xoN0baWkcahWZCc9MqufJEO7J+siBrT3Th2N6no8iidQfz+seSfG/pLJN+IJHIIvvP7ROb2sUKq0Qc8rl6pp9JhvgIxesIlkkRxzx0A8KmCpLFYpT/y1J2k1bM9CbsMriQZpW4KHye21X4MJBE3VIC182rdSRQFy7Jl9XVy2ZntCPbRRPcQMWetr4PuV6qp3kppifU6rkhVxB6kqwAL7LajE0QaX5LDxpzU7ZJvd/fGlSW/YATsMr53gvipiRum/CdVVtQwkjL2XX04qipCWSqeRzUE1q9bBedK+42VPULkzkTyFe6/IcypstlSI85EqJSlv1AOiQw97BvtPbpR4jzjQvwV0hdc9AhHBm3uWecswNuMe9hEr5AAAIABJREFU8dneHI3x2OlavnvL9tWcjeoXQixyH+5LUMez09wMHFa8TkHNuwwAT8YZBmJXE+UaszKhXSqfPBNoJxlrRnz4gfjwzVdX1/4GrhQKrad9o9IO/+TSO/PmMiXziCXdj7MMYRpZ1X4PPzFp+8f5V+BIzNrQ1HGCNFBGwIU7xlyxYmLm40bPGHrmtJHDA3wunWqz44jACBWEeISFAWkIRxmMMETh60cpUdtQfTikSBBRMnhghVDqcNOUE5GL16M6EK7asblGviWvWXevBcLfHSLgjEu5psNkvlRP4VoiKvD/kyqjH5mKAgYc6qpbBvbGP+0tajN9ve8moMGto2lTs0Efr0BYlSypqA+6iDL3taFrENHkBZ0QpiG3MbxAFN12IsjvD1ZAZ7nvyWW05qvZakPQEYwyusM0pEX3AAli4rQjVmYbHREdZJFTJIxAwrAtz7Zm9QpC7YZnewmHDbcMlRKzuJamatUi5FkM1Vrhrb7i2I17Wuv+KM+2qpRYjb0EhOruWZUrIgk7QlqCUIrTZZCSJ1m3iyDFXppoSy3ceJLC7BWHj2q044HspQCpe0Be8FKGqN+gKG28rq9Cdb1mKYgM5XepCh/K+s51/0iq6KTG4X4ldNiRhC0jMF8+o+y7lz3S+NO+qSL4cVr/41mbuLhHGpdA8Jf3mIr8V2Roqz2yfdLf5iywjnp3+pfgXgbEq9dDa4PVh/Zyz6riW8hVXUNVoiCXydf7k4rslScpSp2X99VRQiqDuPHHad1vz2INLmPA1icYvr2YAgJKS4Wra0NmQog13G6QxA/0G4PVc7LxZ6MX/9v5z7b4B8zYqI4Bk/2wqwc51m1odBqZKdaB0CQy2GI93D8wuCM8oGe/c3AEH9S486I3YWG5kCQKnCLTel+N1gZ+Z5EqcrEBQz5NNskiFMWYF/OuIGUMOzypPpDFchsOm1/gHQTgk7guy1Fhv9zUPa9JbdV1RjG7gf3xN5nfQQUSP8uxM/Ad5luTx3Vf7nXqUesP6+NpXdDYSQyQX4LawTPIXJdsCJQB7mh1lwe4mmEGdxadOyRmD85ORmUgY7Npyxi8HmCO1e84lCeSh+qhmCjbnLk2ZgYvmWlJ8dT7wxrZNagSZDaCkZ0yZ8N3CbOeyfEArqnQxejPIiMeXoi+jhmiZrBeqGhpfkfX8OCSfZN9s2dwjhkdppSmjtuTnZA4hNQoJKVRwWx9KiSr5iGUg27PPBCOorUfSXqKwB+dGgCBp8tnBRAoxA16H225x6MeIlHlfi6iAzT+JHIu5KBCLntCbqyA3nLZBwWmfVnfmoUwu1yVNJ5QSRCncXzZP2OorrtFThuwPjpySu3LZ0h2OngkGOobARfCBMsh4Wp/P6x9/6DdQbLL/VHlwSFZv6NpEOM/z3IwSPjQ8XAG53gWYYnuAYkLYKjXtaaE99UxQO+p9cq+RTKnl8MZPz8p6IfXzz2/3L9mVDRlDVdu6RIPa96xhkeNabxX+BQKQ63hJ9fwCc6D1W27nT+fwPWP85+rLJABuI0v5aqXLprKH7LsxaRNQSgcdrk/rLtrbNlRMoqJWXSRKFK+JbMttIvnQoAUG2RilZgsD4XK1VV1wHXD5uk8HsCwK5jX3xlJEME/npOGdAAVQorkK4mikZnu5PWSU5H0FdO08CrhgwHUuGW7uhokRXJKVVDw2x/A/gaqNgY+03ZT5ogD4sJNP/IZNA7dgNNeCb3Jc1Ri+LCJC7G5P8psYBCwCLhDRIPa4h7wxfHstaCRlkYSLvFBq4UPBiYM1caowoctUYc4AtfV4eBs/Ql4iZ3gqogadu2KK5jjUTz/l4DvwkxfqjZe3sdCc61+w/vW5KjZSQWjzIeVDBvS8Gxx2Mw8pBpmqP3GbJLEuhrIesdJa5F+Kf6weceYv4FqGc1eEClYkhAGzm6ntNJh/TVBGxxVcCv8OxwFv1XG3vqXYT0OFbYCTiEBHZKpeTvKHmm0R3ydizBwvauz9steuCXr1qcNtGjpyvqu76yNiR3rBxPDzMOa8B0PwZYV0OBfgpGeRWCCuGPNjVL0OGjaJ5856wD7/xJSfY+cQjUGiDMGqtMk85az54WV0sg48vo+MEsZHkw9XS6niGewkHdRF7mchGc+tyv3mQbSy72gjzD202CWNtYDqPQgcB+ODnFQifWwZbsygV6kBPKAYltycpqXMNwIsVOYMntAn50Oo63Ka0ce/g0rsonjbQeX7OIg3/2pO2cTVNpCOnRRFqSgT2LmjafddOOcXIcNqyHTwJ1q9tNtT5K0lGrGo2xOTMPJhfXuN5SgsEFGJ2/rNBEJzRdDqGUQVC54Ab3kXp4nuSwPPF9+INb/hajLL0PCVYrlQqY2kfjclovdhLotpTmujD6gmwvLxJbXMW9HkdZVgk2YaEYQ3Y6CB4500sT9pXIwqdmm4sSPCkV5acQfHNP3sCl+cKNkNrSxf0BmZA4VWX9nc93+AQMsbrCBmcQUEsmqRHlvopKIGU2AD8hCRYK6lLs9cWg8vrN0gTJbnsNBO2fAihgQTpiFqrJxe+IQVma3gXTFGEolH6k0FalaLGKC8BKcowhkvktueilkeieYjVWAywicPjEL1HtgsiCIZHuWPTL4ZxlNeNmR7cPMDu+seYGvVHF0G7vgPQlUJkjtdlr34wkXRn+gA9TnkrVK190QDx7WSkri85GMdeQwOvcsQbEL9NZxGcN9bi9EIN8R9s9Z/ywQohBvRgJ7JEelXojWZcyc4LuVnUUfEm26K9nb+lygtYbQXLlGlzAOlsnXtDHQRnEZVIKRb0CV9yxeXYMDt9O4xIoX9wuzxxqkq8qK+5jXdykKLBDGze1p049ngbBQKVdYbWSnd3HaFDfoqfQqa1hrDXyexoBKTisbmo427lOgC4AjJLg9S3zQ6E/0nJx8ztnkQdVxTsLFJxv/j4+fq3r69WlvnPCjqTC9yFAvAuGzHAjd7VkI1jZmjDokOdtHZLzdHZNsRkeCVgQQg+lEP2x12knGKcVDE9hMsZ0FA+y2k8NMqEKQRGqDnGsK2YZ7sstOUlkyKpfZNi5SLBdrhLdAZQrtmPsflSjs/FlaoPsbpxWxlENTTM3YLvQdakkyQVJJPw8uWjV+dRFdzF3IRd/7Rpx95vWpExnSSi6uSNWIyzZsR5Hedo48xB3dnnN8oOkngAD+7h82xg8cDpHk+h2k4qtksJdskJnnssG8DJbYqVQEE9vLl5CRTetZuGTTehboQpwDOky5VpiN9FFBLNvb/WHdDiKz40E3rTCu6pTB+cRBH/jv64aqEw0th/UFTmLgZVY6enQTdy7z2Z4IptTlj2u28bcnZjhv2d5I+nXM/PobYLZvXn7u3B9MEi6BfQo3rNPudtqbh5qqI9EMW40nJi+JpGNVoUDw7YVoLntMswKEr6/8jh8wZLvIwKuQ2eAqvnmqSKh0Eub/xu9oAjqnO61RZoo6tJtInoYHV2l8EjHsE9U1J9Uk2frbE9e2PklS4r13KxIsTDXjMJmgwTu5KKi+OXRoN56w5u1JUlQCglyM3lp3cE1Vw7RuO8tc327LsIAo7zRBeSXC+HZasz3LJLWOpLq4r4vDXr74l7281muRyOAtUGHE59+v8MV6o9qw32vzVcfP1Tu+eBzuZUJbyMWIsdsP+xZlNZ1ZzRzFSlxjX2UMODpM/sO8B3FAVNqtp/2y/50JXE18cswdAy/xY2UVF7bqY/HS8IszejXsRI0v6AwEQdsSh321KKjEWa4ZtHshVQMWWOtPe9t1+kOb3vpk/YpFKMve4irJ0k6umgXKCZVAkz63aNC3E6x9QBXS/4DPDTZZKjJSqDhAMDWltKPmP0AK2oQMMzQRTMxmelUqEY0Ww36U4Nf5F+dCWseOTkqahBPfV9fI7uUQGJwOBTZ7ED4bCNNNEZjrEh8YMh8ediV0MlN6OGyZplTQZPfMzGeHRrIhokS/kqCfHGClhf0AyPwElwjOI6Tjz/Keh9uz+PC0d9hlTO6wJZBcu3NOMp1bR5LYOkwwuvMgBIN3O7vKNfUhF16quwsDJ6m44V1Nku7xMNb/TysJ4hsP0JW4vWeTG11nWzouynpjIHn2FuFbNay5kHTqTC9Es0f2+Lbzc5xgJ0JhgTYVJPEhBKDPDDNJfEcqjqiFCOVBDTsCCgVCrjg7qxR8RrbWf5Y12mofq2oKucypLRAUieFiTe6o6OL+eYu53H//21l4LFle4zlmawIJ2ogkrAl1zaIJjfe/fpapV71sOrS+Qs3WZbTWulxVUgGkab8l63+DtbpiRs84BPM5EKYND8bXYUpyb234nLr1yWupiXBxE12FAsBfqogJYipd6NVC+SD+/0d9/huGtuj5T0xcWq7hYqTHJlOIZTKNLBEfZBA3ryLXc2nsGgOSl59O4PqH+c/WvaPsRwMK5WWCHCjJQ4MRTrRpO20JvGmRUu4oGVznE73kRYam0m4sX3GUNyfmvkYRS5X8mbiZRfL0PAEh+6ollZqiOmKSlRTDASatrhqGJA0t3iQ+2cgxh+qwxbxUwhuOG+/9sO53DTM57I2kZ/eyeYcAnLvhhlqYjcpjXRn/yKpo2k72Q6Chbd4fbIqRadwDGPsGUgo6bQ6lXlMZcDKFXAZkzwzkaFYCxjlE+NIvG2wBro7QTDxAwvNwGCNw9+sKlc239w/r3j9scThEBr43BKwT7oXs9p49m0ZIqnY71SPutHH7w2QENuzCiIGnf98PeJwUSCoXTfzsSfCGo2SG3X4QRoCstieXM9DLf9Azpp5cPMe8P0zd6LIuACGHw6RjY1/H4TfTxs1653vfUelciM3DgI+EtgbFKzCtJyoGD7lnE5N171C7yeJBSpGe19PFZEOEaqnZThvX0+aAhABJAEl5ciAYYk4OjYGheT+s1bWuJAcjcPGGeHQfaKZHOGehMKAl9KWxiqVHIHD04gupXKxFyv5Bgqd5znDmlaSQ+vS77h9ijiJicBRL6NqY+Q/b0xZfOTvxduqK1XAeqaTqGvybvewTpJEMiq2n2+q/fVi/f9jkxIsdBdLT5KzOY4JVz708xoN+WORqGGxlc1Oef3zYsGGKYPvl+Wfr49d7vPrKrcgOf9Q6ZrPr4BAPF8UHEst9pLhC8l4m4fPKHh+XbNwe9v3+M8uG+VcGgQcyMDYViDxpuTGKOsXpNKHuntBNQ+x85O/2IZeB24Wccmw8iiA2+hULb46YtdqvUpWIVNIBog2bakOVXPzI4M/xUUYVTmxH753GDFZrhHk9rN1OEK9/o1KSAqhhMB+2jAHuJBqH+OC0olS6f1H2aRJQzUr6jaMLI6qnyR/W3z/Qx3B/vHh6wMr3q5IGstgp0udFZR0xTrzsVCSyMzsl5+1g2zY/m7LAgc/3upEYlccMsfJfbg/7vj2YPR4ka3EoDBFk/VwGmieTvW4bk7W0XZ49Owr3hOcfksm/BxgyDrdpf8BQbDvtShhKboazw/XLH2pyT4xKvKP5ryOx2O5SD0FOOrkE06xID/49UVKKz7n6ZFf/sCH8FSomeTq5r1YWDTNlzMCFdPnLe1+x/ovPTEw2hwdIup+R+CvXjw4Hfs6wktPx0nVzLwm794Qx1ETl8a5xPalcqzqChx94FiLJp5c1OoS6RjvuRdgA5OI4Oaihj+Sl9q0qhZ7PQfu2K8IKvSsS7T7RTpkkZbn/ZHOEyGAKsEZoX0lKlykQAafSBHKJ8Ws3vYwDqwXEwzpWw2Wkq0vFAkLCkeLV9Rv4xJnQ4BiBoZeE09W9jM7kg3p/NDMOXIMiUju949/qPQ68x4GS1cErPiZ+LpLBlhXTRAi41efxAJXkHRl93RdD/CsmglH2C6UdYMuJMUXxQTDy9/34mY7/z8gYHLKeQiCQRKnNU7W5ZWLrttwiv3T4Ek+UukMZzuts0JGYa0PYRaZXF5fLyacxcBoALtMpNIlwwTDQimSVh39Pe+RpY0bOzxqVnfM6YdLE7JgnpEzU1JzUulxa0EdmVuq8E4HWs9LoPIg2GUvJ6nreDrs6ZNUiWQcG05lVjaqAcZdCKNnoPmDN4JTlPDgz4WRwZrf0fthw5ybcsPjh65OY+X/Y4qEumPaHje//NxZ9ZBXgsAHmkBGgdkhzxx0Q0fT+YeM7vmPkcxw98P3hpaL67+MDgdxlEs6Z9/qwyfNwiAfHHUJhNflEY7jDrttp3122q4PbITibDxuoPBoCegngcAoVFyoZPFvZL3Q7xxRGttLv8EGZ7qjWoGQ5it8UrMD1vl7eOwniiXBRr8bBcBDyOGjHzM9hya7mpo7CgDE8OO5R0tpcieYNgQoOosj0K4F7WOsepY/iupITClVB0m+EDCN7Yjap1ChHZbIkyAc25WcVHITDWrrZqoGyvwM2k99OXwKWsH18t0Z+Th6jF+u1SbIsWSdFDlRWFUthj+pAttGtF7eDZ9yGwzrHSo2Zr2xBRsGELpvGFr6RE5u3+k61X0eHLH2IiQqjl71M2a7ua9heeD9xHx6Eac/AL2UR1DUnIVLaMIREHB7PvxUi4mgXs1YzPElnJTbpOeOg9yegnYikYeKBMt8/Cik8ug8SwIddi7oJz/q7Q2PrxWebf6bj/9P8K3Ajf9iFi3t2OOVGwhIwD8plwQyvJ6mX5LFWClJQwHv6QdUNHTglUaMPervlMjShIal7CSBsJgb90UtxwLLJadhxrkMuPFVBDiPHWs5uBZ4PHF9NXQraF3IMmL4E7HoMR4FkhnjQ3wefIUOxxmuQOcbdFaLQZZtvuM8mKohw0/nDhvuHNe8YBDPth033o/i69wV6OuhVxDKe5bJa+qeg7P+gfJPGZPvDlr12vc4u2RKB/y2SJdKQarj/1WaagI2Uby7+sOt+2CjYb/+wKX7YfH/Ycv+w5f1h8zuy/0XQEqWNUwAcdWV11kUsvuuW7PuWSBDnYmd83VFttHxusw69gGpB97aER1FQTDsWsvxQRJIDm0U23bx/wKMnPmisBdmgNtkUMtc6EobF4Trn7SjZMrgOwDlo8sucupUot6xeUkomrpQ3T5tkzI/SlAiFD6WLXHMdP6ffEFSmKNUUus5B4tfgPvhcjAcxQ5ZZegCs03D49+iRwV/iYY07bHKcR+AoTQyoTKa1qtd6rlE1kImzEpQgb6JeiZIgP/Jao0/2fTvot3OULnIkOCDWixOt7t/V0Yu9T8WUcHSZ5mmcPEV8WwNJqu9+KkOSBLE1PHAWl/hO2Z2+450OEZ3jb6E2qjaEgiaiGBq1qIEo043DbmIuhzl4tFzkr/2eigeY/JIaBvvpxWHgNUZMNyq7oqpiEvBSNjkeOjdUldOd6zwQ8nOMs162N8dLfDhoCa4xo4dd959APX+afq2eIgEZOjxKzhJwZ4cAMjq5VB7cOOlLeddFZbucGiP5lyPc4Z7IUJhRvUUE0eFHxrSsHzCBk2c2tMMino46U9Ul6+PJIRVQ+0j6KR+XS4SqaJCkzuXSzQeCrpans1fJJCIY2XMZ4M52fc3xRGBKZfrUSLhp2bJd6UBZSl1ml+MONU0Ta7AfYyojCSefSrBcKANdHK5jZtYpt1F1u04hkfQ6iyX15E+byJ3MOxcpYZYlchA3S/TZEzYi0ToFaMcnZubX+LAlIvOeAj5rYhCbPMrfJRw2aVCHsqOdn+0yPOTZOTx5zkvQgRbQA/BLOOwako17tun9sOH9sOV+2DUg2E/utMXX+adXz8PTP7j5cEBcNJuVZfDIymr0VCm5qlL6YponfJXBqb0n9iEgAZKkd3wp45HcqPeBn8PqeGLm3HGKU8eEpFelEYHbyw5jCoAplxUkXYEZuX56X3kb7AcG5XhYx47WjokPhBGJvRkioSuPNpMIxD2T4OWY1OoND66hW08bbtxzrJzbUNV7gmcmYsviYSShbu6JHcvaP7p/wpHrWSAq7J/TllsunjhlBrgH/t9vn8iWXSqS6pYQktwE8C6whoWZzx6HUMtJamhmpEScZn6aIjcEJAFX7uUyJe4mOSjJbVa7rWTq/llQAlVSxTbBARIcdY8vCbSsXzrGjDdZ4tyy9X/hZ/JQRw8EEqxZlb0/KAtPxR20p/utIM1f3tNPoJ7pVy4wYNITSbAhYNEOUVk3MbcX7K8s/MAFyS7OgaefyCB1/8n3Z/Q4wWFRi43UrmcZI9dTUTO6VPz+xbqDgKIaxkFl8CZmfsUYSEjwYKwkf4wiqfNPSuoyG4Xo77PVza9scozUtdN/RJOAlj2R0CPRRqxtUeZAfG7m506O4x0DCCkEJjZJBSzaZUPzSHf/sDF8IOgziJSgf0827Ce083uyaT9tCp+27Lni/+4kpg3yFC+f0AmD8ByyLfdkU3zaGJ827xlYo8OmubqEHoD9sOmebQqfNgfikR5E89Ulu5KbwHDtXA7P2Wf6lh827tnGwO/Y9fsZ17ihIWkOya4h2xJTydiv/rTvfFZoGoRCaSZENnrAO4uvzwlNOzhkS7MSobJ5Szgg6LQqJchY3nsugQI2Bg+T/YQmoM1sdBucSGhWvPycYuERKG+NakyrJN3oky13EushMXCxkpFskfzFLB08ISRVzhqAggQDZmetRxIEbxsZD6on4SweMZggl9l5CjGCDrbLJuO6KqnUHAT565eBRq7O/JX3They9Ruz/cC9w/0jGeToc4HeRhLOQyQ0WeSiDJYrsnGMYEWSMzPAFYsUfxSbg+6ld0JVniCsnknW4LWXsVfnHQfx4AGptUyo1M078NDsHLpiB8GC4aA0/fxqkcH3dQmQXuvdd8rIHZ7Xxacina7++2wSCw+Tz5GaYxdWMe3+YX2s8QFWKYkCkER7lMOG9w/29Dzs+7/7GcY//cpFliDbC4cN+wczClmAJmYwyFanF1WN8LZOAdZV6abamdGe/DDNm5z4efKPlr1BE486PsylYpMAjDObhnRrWMLgIVdqfLaGdrstm2gGl63/kUojBWycT3t7RyZW5uLGo2z6kXCPzORa6t1Fzk4OmnzM6AUJq+5kBCCqbEguT1vmdC7qcXmQTPFBsg+BaQoPu25w+GvuD7u8f5RSWH4iMO46rY+f1sfThncE0jlmG98TnP+4ea4h20wJ4uU92bRnG8MJr6WQUQW842eW/bDxDggO06JO+x5Om758R4IfeWQDFn9micn6HaM1xz3bFE4bIjuew2nje7Z5Z0B/+Y7ZPXGNVMa0+2mjf9rinzygkEUu5Cl6dnlelU2qlGUGf/WaPQB+YgkfdvWPcjhftw+bt8Sh6Q+s1f1RMim894xqN5LEvj9e3nsi+Y7svN8/ijqrf1UlrfJLx8DwZodMVUNUQL5nTHHSlC1WJ4tjEkXYS4M+JidFy0sl6c6CtbfMEi+BWelfOMLQZXYnS4efreeENUziSgWCkRX4N39ywtonZ2A/YaDmqiy187XiKVbdGyvsQCiKz7ElnKfniClWf7N/WDEsrLolYpA3VLHm9sDZxcFJrSdL9MGBT4LYA0jBwmtB78ph7TsCrQwOFwdTwSk+bNj/WhRhE8lfWLpjfbexHgTyAOqY0fdMHjp/0JBOYxHPCuE49R6d1q6wYL9EyFyHLQNuLHDmYb1DRathMFe6ADSENCGmIF/qEezncNh3Hrg9+cPeP2z+t/9/qh7h+THZtH+wvRoZGYYEJOLqD5YxtfniC95G5cewESP1wmtBPLVU8uj7lu2g10/typWV8hT0srGgihySWRGCaeYUHB0gUMRcHKqIzic2Px0YdSdJneNoszuYeulkl40WDCRiexKFyvYE0Uza0GtGJ2ygzt1V5n5ygMMWXltHTHVypy1O2c3JUpDZPXkHuRwuW7bRP1G+RsAeQzytfT9t3vGi54CfWVZk29/9aUt42rBn69+Bm0/htGtEtt/HbO07sp1fguSgJ3//tO8OzVndPdm4J/uFiq/RP6EZdsmu/rSrx2HS3Q8b7smWCCJpDtmmmK29Z5vu+P05ZJv8J+AMf9rsnzb7Txv8Hza4P2z68WnX26ct26dNMduw4/0uMdmyJxvC0+aAe1YvyOwB31yZ8Y/xYYs77PvtsO8bVSIkteco36gHLaO5XndUFcv2sMV/2MggMTC4TzvXi3oc7qj2xjXb6PBnvUN5PftK4uMAwedMO5RU4o0KXLcqy38w0KGCAYlfxQhl6hyzwyagwlK1oW7u0SNxugQcED3b/kfHfpw92+V3qqK4P+XdI0vkJjytdZ+0dACvVeZL85kPQc1sDIbsV9GAlonS4I4wnKq4kX8+BOyfYUt4Bjz0pOoqBK7LpWN8YvYuj5zBAxIdePhOUij5A4nN/rBlexTFYveTvTxFJWpMwAjdTiWOSS7MCouVTJnfQN5v0CHMBLNnRQRRDKC+b+Isfjtt+Aua5y58tr0/awf6XgUF8DFj1eazDfFpfZCJIu5jiIhtTUQCMjERH9enje7T3sJh0/tPA/+fqRtNpVypZQ6DOBchpmclNjwQctmyyW62e2GWx01lFiVKyiyIaUFRw8qBJVAbpBQC2SvvbPljLxGbeNwO6+i7M7HqmNyjeF9IbtU78ALDreLRg/Trji/Cn+wqBuve+cPG8GGX3zFXc4kgCUUUSk0wBmwC3dsQqKunadpEok2+RyPhkN5BgQElC4jChYFyCshgF3fasqJl/+poFuefNvonsHQPjfP3iL9HFplt8Z+2hNPmmGzeky30+Rj2ZEvItnhAQbNHVXANp12ZfS8h29V/2hJPyDcjsrDvIdvVP+t3EPZZIniAZc+0evj/fsfsCeF4HCRLzLYos6e30uCfNrhPG9c/bN7+qAfb/sRz3rNN76hspnuyUX0DLkMBxAqgIaa/+Ad4DE/LiogMfbx/2Hz/KOMarw4BXB2/mtEMU7cP9DXsJIg5IrIviYbgR1YVO2S6PVUf/f6wt98fNu8gzsf3un6KVpuZbk/VCpRR2PAi8THpiyaCJTkikafSnhPEZiYXI3FvTZvqN1QibTxQ6b5LdeHbAAAgAElEQVQjEI+belGSaVQfAi7284XZqXpBZCcgYh1zb0/wT3v1X+pZvbd3KMjm+LCRz3BmsjRw/0yqYrw4EiSBA4P4GADDtj7ZcM8M0GygItQsOfPsD/vOQ6eLH+wxgu69eT+suz/s6jkT5H5Yf6cen+QqYt6zVP+DlwOw3n2qjWki9111OW0j97w/rQ+YM6H9XngXT4m5I8+4YmbuQAj1QghycVI+IbHs12fpb+qo/ANZn62LJyodcoV9IaafNrgTfMH973j1XAK1q4IXNgyk6DfABTLNgiUr/mwMyTTNvt1qOQPPbHQqDlsqJlAYNycd+IHTjl4lbySTLp6j9rYM33mONCyjIIMaKxK/DwcIJlIdRfUgb4zXa+52Erhbpponv7SfCxNUlkbFD4lQwAuPkq3NGzNNl+y6HjZTDrmUkgwHZ+8z1A93keHAD5uY7fKOjTiGJzKUkOy7y/Z9PYqUEQE816Y2Bv7RZ/je3wGhzHtCMA6fwNLfk807yNEhHsj2A3sdPALXHJNd78nmd6hKJn/aHJ6oDn5nUA/Jlj3b/M7v8Nnm8GlTPG18R9b2PaZCpn732a6R5WpA0Ljesy3vOIgmZv2z/7RryDZyytQcTxv3T5v2pw2/H/hsQnvdPVv3nlk1HNaTRJ5dtisPlCEma+4Zk40I+yz+sO8RSqRORniRXEAAQXylQdwUa3nc8JnN8QHIZWcjEoOevGNGYv8jVTYy5Op34MSXINgGG3vcXzT5G4dxb5L6HqUPYiHEWSd7ZTZepVI5j6ycleX2DLrzViWlZTjRmm24obt7cTw44lE6j4HRZ+DkjkmNl5KGZH04qODDYQUyFP0wIyW5faxw1ugosya52AX1LaSy517nSUzsSVk8ek3Al7woexwg2e4u+I7ZeNnjuO45AOab1cQVkZB0+4F+E/68+nQAYaGRauQwqC7SWI+cBOId9ly/AgLrKCRpNigIO1pnLCvVhwHqyNGRvOdYRLgOA/ZuwmEXp5kJtGQJqBYgr6clB9+DEgU0XWK9apobNPy5EL6dl3oN/QHLz4at/2n+c7FiHQOY7yZiiovwKz2kkQMZ1CLesYRst2z97Szt5Bg4IiUDvNc1/OSfwsluYGng8ULeXKY/BlrWux9PuOKx0UNaX0jKgF3JgrZI6pQxhITuufiokjqSipPPdqHJmUZBjo6+8OEomSrG8qFkVInaR7qD3lAit/cPW1ieS1UwsgpRtdTt+KenVLNIFyM3kT9t8qf1e+as0Gy/BDa5xcR5qwico/+02RNbD9nGPVG5I5XTadM92fR+QH7JsnYJyX4hRj4zux/jWQ4NZAtQAk17svF3VAujvoOQT6vv0OHyDmnmvMOx80rY5eqR/Y8hgxymAVwXCVuFT/t+P+26H6g8PKqPxZ/W39FANHpUNiMrmO/8uSmymuC1TuFpiz/Zs4DDdnYJqgyf6CXEQ0ukM+WwIwPplXjvTOJ28PiZmTLV4UZiVnJbJiBSWkxlX1AZtZ1f3VcjexkC4AesHzTrLY6duY7VJNdzsWvensS4X0hFXwlfjZ4spnVMfOTqOXjo29v9KNLgt5cqu6N8UN23ncs2UpIs+4bO1Ypd+v9Xc7s68/ewmQ6cSqQAV9HrZqXyLgAyxhCZs6hlxg0Z7uhU6TPzpwKnCfLjT6VihxFkLpBY4SAosugDbJrbOzhK+fIAdgPv0weYTn4ZoOIIt4q4dezKD7kMWBp+aMCSms5ONoQe1q247oUZPabgHcXRQM4Ig0vW3zIcZT2rtMLdCGI7qhLOEQL1gtnU9S5esb73YcMh9/3+E1XPnziIZfCQ63WCJjwbDgqRmtk9x9PcZeu3JzSu4cA0rh8npybhBgZKyFp/Isvds7U7XljhBEgsYdJN9cfoVzSzyHf81dAJLdVHuW7JqDTwHFkLSeco9vzJzEa6WmxEjU4cArPFjeoCf1Dq9WHfHeyIe2b083aAvLt/FFxZVsldTGiqCLBChi69dqf+4h8gYBz+f/HZ5ggoZXGpSCd/YfCcdjY8vQMqme9SJ2CDXN1pUwRuP/lsy45/FLgW97TZfUJWGU+oc8gBTBHw0RhJ/LqnLTHbNT7suiMTn+PTpvC0KZyAXfzT5pDtezzsGsExLDHZ95Dsu4PJHA4uXn+AvHQMT/7+ST3/CWI6njbtJ2CgkGwOT5v90yb/aZOnQikmW+44GLv9E1YfOw6UWc/kTgjBAVq6BlRNTTysv6sMZ7UTUiHWv29scfeZyitmT1wL0KcrEHLYj9QYPtnlDvsBDLghbLAiYZGl8ZWDtAePDumJ66fd/0o5NId7ENIc+LnN/WE9s0lJS4s9OmGqjgnH4tWJTDgpIvnBRDYcVIAnEDx7DxK0ehc9aFcsSWku3b3V+TYVOaMM66DgYxOXhzoHhw8VTbuGGFWFVEcTs8a9KF0cPY14+AylIfRF5hiYgAYkBw2f+6zPdfQa246ioipjLB3e/8DekD7kwkdKetn7VJx7pZxqWf1ogJOk4P0tW/uDMtgVEPVIyKaoxhya9i5ch0WlKKUiD6fSxOWSvXmQvui4J2xDblENmmrgAt/FZyivHo8epjJOdzts+Xu2zJd7Kl886cJ8hWZmpwz2KNauQ4EfeHryJG7iwZmkyeTV0URO5SKxOq30Ktnlj0HiM57WODgMjutpi4e0Sfar4gs0qKDbeIrvxDypNChDwPdH0duW4SAbgs9CW4EhwLse2vNUso+BGYyIwpkbamb368yuVpCGj2K+JtxxoSphCoRSGJivGzHBO8v8DSRrv+s0R3ZwDYBNrpRj9jv+f4mH9YGWtVuuJGlANj6G06aAPxvdp43+D5vXT5u2p427/u4JLmDPNgccHkvItjhg/t9jtiWedt2BoU/haYs77Tsx/O/bad/vya4kl6/7geAc2S8QnszgFcxBZl89id3ttF+2E1j/nm15x+EyR6qAQsb1SfmzI7jjGZ42cNB9d888oFixSOfsoDoaQrL2nm14x++OEQeMZKVzqRRxn5Klws46l7XSa6pTRGNXsVBgRdffKd/0z9LBPgRAOb/8APas4S2zl7LrKGKIdj+suSO4LsL29wwcOmbrHZ06nZIfWoR4rmFXMf+BfIUqh0GyZM24kBeRJKWbjM4AUc7aRwwiM0dtjpJt8+f6gFnFTTwKdo3kK5XOdVUekl3KtwqeO1XG2BMe7l7+XFPNBp/pegkzvNGR3Cd81KlSCfTy4e+U4eqsDooU0xG/J78wkXOElfFBjF0JpBpDCfeFTBXjUeJhEw6O+NR7oIz9TvJcCirK4PGZnxVRYaXSb4nD7SmLJVG7eMjshzusSAbFLdrd94FNXl6QW7bLroP3YY1/2PyzQSx/mn+1MlVHkAw7/mC7mk1DHBYOHOnWE5lvgAZ7ZneqGlhevUr6H7mcWkNEad2vB4clZLbHyx+jHi5wjqQc05HQ2UDE4uSuvERpVgnCT6WiAIHc3XnaEiedYip44+hZSu9HkWSWJjR/EiLgLFmW58P9YeMd1seCZEa+oImklbLLhdj/tBMHDSAIh51ZpaMMMpyEEnL59+w1qxgZ/RyTXQPJX3fa4p4geplpL+HT5u3T5pVyyR0Bb4nS9/9hS3iCpI5Q1lz9J4J0pDTUPW32f9gcPiH39Ajo38Npv/hk33eobBaf7bpn+/47cXxm9pBz/mGz+4NZ+5PyzdOu/I4pAOefIqqQRf8fcAAs/NklHjaFpw3+0xZ+FuC6Z+FArjyMliCi+4l3xQN33JEdzrzu6R24/UgSWtLXjjzBJG1+UHXAILanoujC+0locCOcMTIYdrvIW/WsAD4EqX0W0QQ6ipnZ6XMJRX3fP8DPuFxMDbtd2fFZMj8ETP45h2z3LPnH+ACxz3+rOxXJQqadBeSvDUneyefCT407Avjisl1pR9FLPULZ9sW/9C64swxP0bBzufyOJbhKxcKY8XIwaGKeJoxhBOL/S9ebbjeOZkmCz1nVc6bCXSKJHSQlj+w+8y5TGSLwbSDlmfMWHU6sJD0fx+aH2Qd6nYr+oeOLRACkgLuY2bWr/cd20ZDXk0DfNXx2GG/EzUiWvlbyiiNfG00pm+XpfKouY92HYONSd15DXLYTh+hycTjRXmZzesJmX6Ww4v5nJS4/yzqEn/+rZQx49RO+xEB9mleLm7j0fic3gNd2WQcNd+2MjRvxxVOFFkU2v5mZCErL97GKVeI+Y8+knLd/NbmbvmPT3NZdkPTRvgmzX/DyQTtdbk+anjYL0uu/uhlpM/4XrxLibLOMipZ1+ndzir/U51KM1xNb1ahLjj4Wv2bh1fmwfWCnSnfT/IKFRqjKMbCnpziPMOHV0ot+K7lTGnFz4etZe5MCRDjviu1q2KllFRl9ZjaO0AEDtwJmIEmb2huVNILFsoa4N6tDTllGyCFrWX2mgRUIpYr8+67RA3eisiYRgRT9bniMOxL7YBVrFuR2EeyxoGwXVtRGFbcVrt3cdd5JOPpPZAr8qZ84J9A+Vi4hkZ4/c6ysCz8i8yNJ5fbOyt4vSP0NafNA0bADSXSe1D2DfGbVZfkbNuZf2BqdoyUUFSv7pPkXUnNH7mbs/IyNfWArQjhpmVi2qsjZbRDaIqxyZ8KS+iezM3ZRVuomFGZkQG7vbJWbBWXLziRKX3eeZHhmyRsk4oWSdkbqqArhvMSEsh0R3SDjFCU7vQlbe1uDadGKuDb0okn+WOQ8KpJT/BI7Qh430UrC9CTuSoHwVWQ27wkGjp2q6137tDTYSo78IslyLHp24jJoqDdI2jwj7lpI2+kJhRnNSkhR9OInrv5zT6ycG7JYsSctsfK4fP71xAC1dcs6eRxtpuPEcqr5G4o/dA2W3kYvvyr3bPTC4Xt4aTmfshWEEpPNTsqeNA6axUUx67AZl+d8bRZ64/xBccoXs6zL7en2Kqi4efKZMTG8NpMW0nNx0DpHcNIS9dNz6XsiQj0OBv7q4RUTXtxMSKkuE9dXO8t5QNYN6kJeo8Qz7mpo9R61hCbaeb8o4f1HOyO1978O/BHm2Z7kGW5mjgz/p2SVZpYtMnH/jbSsX1X5FCeSaakUDlzMwSD5myNLHr1KflPyWH1EWmnj1bImH3R+/GKVucXMv8gPY6cqOVYE1M5z69RGN/tXEb9fOkrycquW2bBljgqNTNV/YhjEt+2CnXkgMQz4lDvqfTUx8BKT3tgHNuaGrb9h52cNKT0zMitsBveNXQgRKBBs7J0uoiIyMzMLu5/XAamsvSFXZ/DFSW9uFlXUNxKK5o6dCNqiuREuOs9r9ZtH+aS5qwthAC6cKuL2jq27I3cLkm7GS+CUbd7cNZXLyeCdvWHrmVSItd+xbX9iZ38i83dkjtdbiiNI1WXklsl1a+9I3Q1ZmLHpFuzsA2nzE7llgI0Vfm4WbM0dieM1brsZG39D0vwUV6EOR/zA1pFgTt1MfbPhDACxf0FJ7X2Vn+YtCeJM8FZqpXZSu7xz7K4i1ESX0zuS5oH0RBgnQleE2mRNbRdkHzctrlk06Cdpa7uQ+zB3doOquqk+WpTYNSTn+NqkvWmpN4eQOKKvLVdGjqgqcqJk+LegYUNBOrxfWVTFPRnR2TN+JdLzJx8zdg1FDInsADaR72gJfdDOZMG6GN7FYBY9uaaVZIzDnZEH2bhZihyhAnZZoZ+tmZ9djaDXrVREX2NFr6AeV1ruVCXTnHDQ+3xKPOMeiBfh6JEveDnNK2nKgbcbkl8m/V/EOb7G2QUF+q15Lo6J1TmDvYzwmmeR+5uVrcsaoyZV4bFYZRzkXgDJN6PHlZlWriJ2VKvX/y//Hy0t4rk3mtT+zfL9bf/zju1/3rU/ZcLur1Q9/5a8SxmzrFKuraFb38awLdn8Yh8Q2fpN9PRpl9WHZScMb9dK+yspVfQ72ZxI3sRx9e3HnZW6kZxLxGqUfm1Flj7X6s3roEkcIkvaRRIuOtUlshum7/vynPR0CzJPSV/aLsg/7uQuPLuWnX1qq7d+Ii68es7c5DvzYBCNGF17w6u7achJg1TmLv+bmwLNDVu7sEsIMdGwmn51DF6lkXe+uSE73RQ0bsjbO689Dkg54udbc+e1fDxImnrCNom5UYsv/D6zN8kwn5BIakTYuvuaSDK/oPST5KE37DxhnNQ+sDM/kZifSNwdqbmjaO9IHTmEon2gbG8ozQ25uSOzP5GcF3EJD/6clBWpv6EMCwo/CUK6IzcPZI7Eb+IelGaKRC7CjDJM6hrYRexaDnilH4SzmBylB3fEN7dG71GdxE6JIvMz0lX6KlmqY/LdqnKkRPSBnWWBwIEedkHsTG5I/2DCfTGPVRFGSw/JKxtBhOInMss/U3WP3CrF7ic1y2r1kcdJSzeLJ1ExYWdNgnMF6auVUix6Kun+pohgWT2BKAGOCiSqaXZt5OXiukQS0TERcQ+yxAqyV4geU1HSuvJowqGjE+dzBwaTQMScn3uqp1XLvtPzzHmeaGgoOemJlfUXu6y2Fy/C2l/Mgq9WW9Q+FMx1nCj5jvBXVPBFrP81Hk9y0o0ZeA1NdF4lSRuXQ0X30K9Gvk12Wge64hAb+Yqndce6wlNFdOzQXqOH0kk8hhfkfFrWla6JFjFtG05Z7z4WvH4oOcZuQ0R2tH//ahes6zhb7a1oR8lQxZ3+J7vhv5zc3bTz019b+NuuUatjSCglUq5szG2VVsbVbtGs7FWtTMzau4gjNlrFF6VInjfkxjzVDLESehI386rZ3sjil/sm+Qv4aiLJNmHnBmwjVNMwuO/cKBxt0aDRjNIsJGONNOeS28VlJIRz6DETte3rUNLphqph5bo1N6QffNjz9sZjtXcGejsjbx9IzUPVL8+9cyOlkeamSVxWyUX7nILla+/IzZ38gXDpncjfVJAOlTDCoNsHMvMTqYza0oZV7k5Kmm2c2m0ea0Dk9TGAbe2CtJtReEkq7YIk3AgZOSaf/PQTxemOzCwo7INBvrmjtAzmWbhhZ5noMrsgaR4oJFNNzJ2KoW5GEWaqecwNuWMnksWJ3FYdjL1j6xfkYSGZfLqvndPOxoBKXqNqbquJHAMrpaLZx4MdjziOxBGzZrcyUzprbkoSJLVTkbllQ3graZfVKyfCI7mZJAnlVx5hQIkRUmH4dK28r75IUVL6Iu+W9HRTR3En6X66sRs183pfUOWlLjPKT1s+xFF6nDR0Xq3aYZ0CTjQp+tU+N70l4hW+qjOgZQkhj5U0NoJ7mulp4iZ4KHbS6xBRS34u/WUrVRIHiJpogijYNUI8ZloVgOTRRsQdAFEuHpGFVTXYSLrdTKsHUTSk4wayZd3NHYUbX9toiyw4SfbScW1hovkWTtzy2uKi85dmfgZ9E3lL7dM1UQGk+CjlIyGdhbMNjoUjh0FnbZL7r53GiyXOv7FPT7QI/bxIqvulpZf/i4rl3R9PhVJ60vR5O8seYllnUaJDQOykvpoZXz+WvyZ3/y17JzTTPiVaaUuJ26+LrLmonJNtWyOpklm44FsV+u4PVi9bO6xeJa+aeoya53zFEIf/6lXSRq8bZcMmEihahm6fmTLqbV/MUzaWGkrzMlUaSWxlDbW0XPpBn+r8NEs9wo5k11GPngnTpOWAyM52kZ53JjxwYoBPpPFNWwVoQQ6EjX5S4RKYRAphqpz6vEmyuKxGaNlqq7CspOcuvraNPjSCKky0RiA2nNqn9w2tmZVcFFDpgcLgnTd3FOaGwvyUaob4feYXJB2N3wozoXCEYHJV8qkw9szdkNv7WhWn4YasuyGzD2ztA3nzWKeHI5mZmQWZY8WfhhuP4XReQ0w+M3fkUielUWZqCedkZkF1ikmJqqHtmbBaflo0B3AT/EMYLrc3lPpehJ4oZWUS2vhZY/I3fnYnWlEkgqYyTUPvmpvwfnn1tEw+L4bXFS2nU0NlVubYWW4s5yAyFVGpOqutIecTC4hNywltrtKMsBBN97aWfED6IY5BE8ORa4iupcUHi59XTXJupYDbaGjp1c4rnLQ1i/Ydi0tSx/LayunWPidvN06KHaMiUEFqqw4/Tg9vhD1vPYuo9BSr0+cwUywIo31LYumD9Sz8RmydlDxB27nctKpm4lKU12bhSlQpojjkdcMXvWYrOPpF1x0hNFrFMEhG88i0nZF9sDOhhbbgJEFKXwPdRSNRvDHS/VshFBKqvEgiTixfMFrLouJrOz8VkB93bj4zcaDtyV9GE7yXlvuBvzQyymsXvPxxX50HNnEfin6ncc1noh0Bz+VCmhWwFM5kf63qeZOONPrOU6uenWJ2mbDVVqMvCrQvmkLk5OAo50iNyTf0Ud+ZSaPE8scQWRQ9TxIvfLGZBdEMrNbbWROyGltv+UbisMWrbpitie3dQmzWjOu4ftbO3C8r3/etpedL6giZ5KdI2t2IE3vaAHPaVbCIYRvNyTgGsESqC6ojCGMkRgodz0Tz4gRXWKlJvIac/KiqUdYFERrSgNPWzrK1JnS004BUJp/96INP6wPBTe6BVFbYqVtQuBmFnQWj3FC4BZUCY9r8RHZ6KOjGIPtAIQ5g2y3I/YzST8jDrODNn0n8HalfqN6xt7VSzyw7gqJ9EMNvH8jMQ86axPsT+wzsmWHAy62IcPMTmXkg0fvJmsdTBtrqZywXs+SWwT81MwfPLOEskrs3JcgZmzP5kvTEjqGw7E5ip5WuXQK9iRJ1c1lDvD+qgTgIdlfQjDJR2k1sJKtLDecXcjOtU9aJppRpYTCrOKACK2840p+3kXtZtP0tkvYzPzfNSkS+IIudRROVRiwyojJo197kcvmcx9nKXiTi7tTYT+xuoomYYxDdmShemNdA9PprZWqfViyJiZ1AlB7z/14k7Xy1v+D2sZpvfxnOaud1g9Rm5d5+mRVS1Z+00+p3vxO89aVZuNKx4bHId+hnlLBibIry2Xj+jWSwcSNf2jyHzdbgb6XZj9yiidepbkTJcGueVfVGZDr3dDw/86hG5ATvvMazqNTZmOdK0aj02jYLvjbab948uHxeZG20fYhyWM5SPN0OopIyiRPdLaHu19OM/K8Wsfxb+o647HzXPKvuraxsdycuKSHmTjvQnXC67KQx5WZane22hkNPiVqZVBk+LjyPU2XR6TI/xQeH7cvul8zJqphJ5MVEVcO8klU7Pey5upSYdDJLdcnWsjrJGik/VA2nDbH/NCphFIRTZfLCzQwkzQ2v5qYFHHc9dNLKK6vv2if+/OpuePEaoW7vNBszgihclB1KbmhVxZkbCuH4r26RH778dsKEJNAYLDXCxFXJJ3HIyRB/zuyC0twYPO2d0I2q5l17R2ofyDyr4ay5o2hZzT+lnFERIzsGe1fgFyTkNMjVPpA0P6m7N3dk7U/k5kGYRaRt0T5QtQzyiaSYqeV15e6O3D6Qmp+8dnPD1tCsLTWEvNI2Vvys5HeCc0iO35CdHijbOzLZSm/dTbMJsySsujZ1DjtBJ7kG3rL2tkpNc6shN3ErxEpveNX7W6EcYeRZe8O2fShIcMq70LF3go6S043HiGP7pxu2DWcptiK7t7qfkobYfWqpQkrNsqq6kuaB7ccDaXPja9drF7bfctqagop5dRvN2ps8lFgVpx+am1DieTqgLnI6jQnizkFAN0s9pUoz4smW3frOPLH7xDwLtZ0k0FGmGnd1R9k2t4txyflXI6zdktPb6nVcMKIuop1Xr5utYtRLO3Gy/3QjRNzO8uiPgXGRG+j8HLoSXPOlveNVvE00uNt+PLD5uHF/cctdHq/mxiG8P8QrSPCyEQRDawfq9L+sCWNZdw6sMtyPG14+7loPKhhGrgXRWO2ljRL6ZbXP+O10w5fmji9/3LWD5AmHvZ5u+HJa8NLc8do8sGkf+NLc8VtLOenu7z9lrS3e9u8seP4y8Mcx5/QP6epbLjSnlGhG8sdMDa0GUXLD9jL5oNnV6sjXTEoeklM1rJ6oO47VPYPrLiof/rghP904nKRgv+rhT2xdEikGom1rXDDwtD2YVzw21bVxFdz8xEqlDqKtAM8Rl49sbTQSo3a8EvSU/BJ0MuHQhdr/nSrFaDOcCV9+QiwiFY1sB5wGlJoHsobfiwGqiPLJJspLhT37BVlYsAtUu2Tmp1QqJFgTp2ncJhqnUT6Z+RlZWPgzgmF27oGtIzeQtXfkpwcy+0Dm76vsMml/IrU/CTVJhpkrQG7tHa/2jtd4PMP/2/mfyCyr9tQ+UDQ/1ySQ2AfS9l9U5RjJRO0DuTqOXfsvZPaGjb9hax8omjtKBeytSOWdIayUtZpObu7C8H8iaRj0t9G6wUR56E9kJ84RbNyiaWoR4lIH7U7qZgIhr92Hhq/Mgq+WdiGZeSb7V6NAY2ZsDV0SWW3/Wo3f1sGzV3PDV5HzqaGQYXdiMRDlj1S3sMtb7zFL4nL78cDu9C8kfzwoFmipLtqdHkiauL2OCYTPxLLOAewkhd3aWao8zj9QdTQrwd01s6Fhpji9LSsPbgNj4osGja+xw4ge9Pam4kZbxU437E4PKufsjG1Hg7RNsyD9eCD7+wPbP+6rfcuL9O+JiNDfPIPs6nFlZ+nulxVv37SUyZIQpqVFtJjgwNdtXR+7aSe8WNpLf22o3OFOBB3n9MBW8s44PEbbalbZnJS+MdivYhOJWRpxJnaijURMRh+zXndfrR82J5refZWkdCd/fi6PeuDrx4MKHvlCUYqp8/6xaFCLSe7ldMNvzR1fWiaHTfy7oX1F8vcHB8paJozt3x9Imwfe/+dfQD07sdrbdkHyx7xOzb3KoZAGVIMMhUTA2JEkjVrMxIzIGuKeO0k+tw0r/tw9R9czkSLJaULxIdvihth/0U7CqqcVHqI74qJNVRqXdxO3NEUM/iQiTmoCqmmYlFIrj5l2RnG6IT/dkf9x0/cmYeaEaaj8iEFf0E9UWLSyHTDUUVMeeFNiu9O/3s+raiiSwkV7W33lE3nQZCdCI7nj33ND7iA7PVStzWswyzVBS2JXpK5RpWqlgXqF/p4AACAASURBVD8RXslaSjEzNyN3d+wcpZhJJEXtDTvPxLFrfyLtbsi7BYUX72AY1FP7wNbesHGs6AtDGCa1d2TugcwJ829/UhLZ3lHYB6+nfSA56Tie0E9ifmLreNwVzz+x6s/aB/JAriM3D+TmsU4Y54acQCo/HnZaPC99fO7scESMU2d/x85wAC1RBUv7hNszeApWSj9EbtunCmjb/sT29C+kf38g/+BDs9OiG6p0KLvcRajGzqsKLRYZ+VqgPCWd29Mikp0Szq0h1EJzvmeBkDQPJB8MSq/tg/fLh8QE5oHX9v5LVUlRBXkABvfUahZBgolUBHP0isnbWb5PLDRooaHPxi3YenXEsk0h1CmIR3MDiYJn0tzlicPqNvlDFf+JQ2abbuSuBjMh/bhh+3HH6+nOwCkIdrfyDyK/DaFlennF4EjoJDEzr8vQUyyiALsPnv/VLNpIRmkzYWb+rr7aGV/dSBhMn//u73dso+2MYLL/u9U2P3NjNyKriJc2uuqOqy30SztpleusSeC7JmrpRfRipPePi2rinMDH/Zed5jd8/eDuhLhOdhtVPa0MJtubpKWTVjM+uDO8XfDbib5oX4w2iv39LqtvDohtT+xo/zLwb2zExkdUJ/nAuJmDT/K2eHUkbIlXRXmTptmMZGDaiJS3o5aPTKtbXmLod5O3gzqCEVUbTcukJjhNai0J5eTtgiyMayJ4jdO3bl4D8tbNSLz2wJqoO44WxpKotaryW5qAJdKxF3ZCaam2efULducJeZCxVrSXUEtcCp989XxwqxNVQoklJr8NCxfVWJ5v527y419QNIR2Mjepm7kziPoFubuj9PSuYZfw6zATEwJlf1ENs6CIAb6hwiaXNDKVyVsu9U/ipB6xUt1Y4vU7pw7Ei2xVEskawi+pfSAxC179Ha+G3UzW3JH4BfmZ3EHe3pF//ER2YgLL1SGkUvxk9oHcE3LKHBNd4ijbTNsHyo+fKOxNCYSdxdbcUZwIJ0XYKQ+LyOkbilYLW5o7f/9xQMzeUVjOCLxYWlUkDfH89VgfdxQN+ZWtVULRtHNh7usOgF17x675ieT0k8mhXbBxTIJbQz4m2hDHqnpjnvLd1M6rRzq7Rf6bcyG0u4jFTiRr89OCUvMSSaNA3hCnzVzssJendXergP5B645UMNQmyl4bdRDtvHJVhJWilPixWmjkRtehgcWNVSKIip1f1EERv35xVAdt3LxCLJuTFHhGlbl7QrGJmZ/wh5/wGqZVfvsiiChpGLCyhhPy8XmPJo5pQ8FHHOiKNvIvqsB3H/cVstq6CakfVwfLreAoJsNIfi7r1qror7OTMumlWfDi44wGeY4XM2vpkIhnK5mr4/3wNcSNW8u6jZCzCHLqPFFz/3qiiOY3x+8nf79h9/9yYJaW9xoaO820Y/64r1DOS4SVBIm9mAX/0dzx9fTAb622pn2wC9xKZvzaTMj+GuN/Q/5Bz5KtHaiO+WNB/iHXQkm88tOE0vTYatov1YRqZO53p+cGqsJMKCzx/p3ldN5Wv/DUjSgsNffRApkbqEQoOxHALW/+XAkpa0mOrmZbhgF8Eya8doRxdhqaKvyCPJA7yE8LqhNvwBerYaswIg+j3CGpnMlaEXYigbMwiiCepOpgQojTsHF7T2pmVX5Sj0jts3Os3JM40OQomYxy0UxcQ2rvKNyD5KW6he060Ur4IXrVZPZGTL1hsC9OXJpSntiyb7uJ06fm8Uwk7QOJf2Bno+yThHDq70jMv2it0DyQNT+RNf9Can6idMTjI3mcq8vInBJFe2NFbUXwxgQjWWkhz32SuT9RuAdqkcC79oGdeVBlZH4S1nF3DnW1d9QfTAY78y92CO5OzqIlMU0t/qKZhgU7zSQUfsauYwJOf1EUEQIT2X36RVcv7XvS0p8oszN2Xgvr7Q1b9+BMQ0eZ3i5qssOyLqdJ7IJtXE5zEolu6Kv0GiIJHbkcwoyFFaelZJar4s3jwJ+ggHjfxI50K8uBvFlQnqKbqIhk2StsHX+WfBfVbHGGZbsGbvJOGx/vw3lNHDs74zdtWosTry92XjdQpYJqX/X6V3EI9Le6Extv5tWThrMu0TvnRl5tlaIKPRDSkJ74ecT1gYmera2VA3AbrZ5nraqk79AXe5PkU68T/5hIoRNngGjpQgVMJuXRr8ukOO+zrPLLaCfx0pIgjcvgt6eZS3jaOJG7PJU/UaVj4h4Ofa6tDO/MtJpbRldVrp3VzgH5/W81S/C15fv7Dy+9vuSs23Zap3y/mhte2gde/7g/ieDmtq7W/NIs2P7V5O6/ZW9IQq+gPyFrCOGkImZ3ZkHiBqTthPqD30vaEakd1s06aTMg+WNcs3HiB+zCiK9B8lARvFs/IvGs+pOWqoHEswrO2hGFfQ4y5CLJipNUQn6UeRU9MDItduByFkJBuzChNhPq84j8MnCxcXOjxM4teI0Er5+w9ROVMxq+yt2IvGUXQLtjBoE0TMh03ZswEdLR9Gzq5cHfcikK7YEXJJ6JMY2JImL6ngE8dZOcKmeSqZGcPPHrxd6kE789TcssoajcS7Ujj56spV49l8Rr5zjgldoHCkupYmF+Im/4tXPzOowVj5O7qGphEC/UWeSO6p7CkS/InRa3NEwKW8cuI7WsrPM4VWt+omh/ojQP5O6xkr2lp6Jo6+/YuBtS+xOlY3eQGBLGiWf3UTQPVBoOKyIhfOYE8dZS0ZQ4wiNbt6AMM6qgxTCeUtrSEOZ5PfP3nJ1uVOGI4I4+QKn2FhduQm45lxHnDbZByqs4lyCF2H+dAtYwmXijVLMXOzfJdVQ8k5lXwjqa1cWdApkC8/Yk5ZGZ1vkEejI9Vuvu1FJ8kEdC2FNNlLkZmdaj5qcbqtO8cls7LftOjWTOnvdBont5+/HAl/aOLyqOdqqUVz5NSSNTURfncuLe6VcXlT4x0PM8ayBW0KZEdFlnbCiM0IyPhquoaWcC2rmoslEgdgt+c/NqwPYSrSMskYJdO4tPZJBPNWjKvb/qHk4Rip7Xnd5x+ndrJPFuqTrcyLlgaznUutNUNIfGiL1v1E1tW1XshrLYTAlkayeZwy1rtxLtvemCMBJOOolbbZhMv9gJL2HCa0fn1E0z47cQrTpm2dszoXFVJjuLTM4Jr/H//orc/ff0Da9hwM4OHBoyDFiJtrzQWZIfYN7SqTI/jcibiZr8Nq6c04CLmbixyE/YhAlbz4o/ayct7x6R+kGDKHS5TFQJpIGWxcWH5Get9P2OUFIMzLkb+JBK5lg0qsDdvDpFRt/71M7YhQm7jskiV9XEBKOHW6P/uZnkAjkh9yPtAOxMjb/n9zJP5U3qZsngSNpmXtejqqvwlGIWfl4NyjLHBJEqEeVuRulnJN1COwRDnDxyDYlT52IndgR+Qdotgrme0A8feCUFIyWPW5C6B4qGX/Tk0bCUvSEJPHbmFxR6XWZvyP1NyhvKKRPL60wdl6UUpwfK00MqoNvKfVCPL/8hEbhFlIAGEdn2jkwDX4m6h9QTctq655Rw1pLbKLsFRbjx3CJvU01PZ+1zWjkJM/KwoHT8rDPP1xSWCTGJ1hCykqDCKloxE0Yrf9H7J05WDoLXsvaOuP6Sm89mJTzNVLT8PBJJggsza6udkoOdWFU3NyQnwizF6Vko0D7jtk7DpuaO7A9NCpu7SGMRzVKsZIYcVmYit8TnIHavmZlROPJeWxUvhGN1PnEfcdMaJ+ZnWoCIxI7DY4l9DkOWDTvwVwXYuFM6bZUMzE2Opdw89uql1lOQfPV0w43DSlmUhcoIMla7L+aGl4b7fndRt280ONWQP9zZGET5zO78uLqexo5iZ6Nz6rIu0EnMhN/8uKoLqRgitLRu5WpYWceZhKffzrJ6iW0kKHltRK7LnXfTCPZpJ01ha/botGgnsyDh01NzvxrYNRO9eT5u5EY0p5S0E2epjMjpk4ZZVf3HHQnbZlmX/mxl+7D9q9WL/568azMU4ZhdxyCdmknk50AMv6XJVaXFI4mZ6Nt+mlB83JC3E3IF+MIwgOcrhs8AvxPuFpU+mR2Ru54DKZaVRKntRDtDrC8Po5LOiPJE/iBzEypV2lz6waAdK65I7BaOxyzahWsKzYzyNDNRtFTzJMKK6ZtCKWcZ34vXNa0P0oTKzKhatuvxtZln4K/sKEneja/t9MCFWZWklpQH6b2NJHbr+e8ozIJSAWXnb0jDguRMlU5ub8Kphf2qyi3dxKo/MOEUYUQWRhq4tT9R/EKA5uIacj8hO89IQ8Tob9j4O6+rWzhwJSgn9ROKMCEP5A0S6fjXASl3W2Gh1BCOycINib8hdYSEdo5QU27uKOwdpZ3pESRJ6iYsSByHwPLmJ0nscCOxLKVPbu8onNxIWyUSJZDE3ZCcZ5R2ZgKwtJEujVw7G9lbGHY9O6mbMkkqqw+qtVLH957IMjpx8+rgSU+fOJ/BY7za+DpCTWngc8G1g3FCXByPpl0TFQerpLdlF7exhGTShvBRlIdmzbxi1ltVlztDEpk7iQXZCDqNvviJeK5o90EL61mwnCZrVXSVZkLVMFHmso2Iy2voLivOQsOUXz2DZq6vVKRv6mZsgwo/N2HTqYgyE5eM2FlW6txMtxXvxU1e09olpM1C3y4NcO6acdXobyUc2UR1noL5LkwkcB2r9peWbpwxcNMTjJ/hi+YHNppT2jYzfmtv+A91GNxe9TTgizY0cVYiLnqPlfzG0U8sWtnQHoLn5dZBTht/bWf8JniIy3MW2VxrlkG8xhfNWGSCqr5Ydi1xufyrbDI2UhRt/8vynBmvDeHyr6cF6XnA+//6f/574CcrzRtr50YUtkfuB2RmQNYMXFOngJ6LzM3shMKNDPLtjNINDJbNhNKMqE8Tyj9IxqQtp9xSo9e2DKiVG1HZgRW8ndYgTphlRO6fgb9wxOR3fsTOD6jstJrD5WZGbSeULY/NISxWZkwCXA6SqxoqWwaHnR8IValFTfVwlEpCecegWjT06cmtCOGoVOoYYMvAYJu7GVVMPH5m4O8WFB0lomU7Uz+vKpoTeJSRlu0NlcjZneCGso3WxxNKP6NwJDELu6CyC9IwI/MjrzHQHjmPQfoyrZh46WeUjlh34VjhRx6k8CQ4cyNIw0npc56QdDOy7kZrBndD5WdkHWGJQlV5LnuFzD5Q2RsqYeo7SUkzd0OhDqNwC0q7oAgM6lHumroHksDKv7A3SjrNHZm7o7J3diGSthZ24VSuJY+St5wbIG9xWxNgYuPcxCSpMFVA2/anBvRu7IZODxQfdxQnKX/8okU2nCBOA5N7Ie6HQ3xMijtH+92t5i5yKdHYoWmIsKFSJzOEmTI3YtPNSBzvl0wWDbkKrWcnwYCYS3q4cZKutvdVcJA4FV/inDigKC7McOCIkl/eF+k6CMj7N9Vk/VfPQihXQcMu/NfnSMnMcMI1M/N6vVs7IwnTanvCRevsGDLL+zPRIGLazEgtzeQ2TgWh4kkSp6A1fJW02llwWuTLQ9g4WiMnGo5KBKnsPpSIfVxcxEL2153XcQtZKh/8rR9XLJ8LauQcqiVNaTMh+aBxXdLG84+rejBrCI1HD7NXs2hbmTT7srb5aqjY2Zjn1sD4+iRO/Ua1ohvx1U+EedplHaj7YsiHJFHJFe0oDDux9I/oHiqbh5NmC/5gsfnfNnD9W/qGjeeSlMwLanE9Ej/g1Q/Y+h6loT84h6O417Iwg+SXszY2jSjsiMqw1c2bGcVppGwytpRmRG64yLpqJlTthNLOKDoG9dKNKK0skttIsg6o3YTKajrSCkIJAwrPvamlbsQyntstyD2TR2FHlJ0qXDetD0ulxFKI4E2VJAonyMCqevNMbPsTpaqJZSdTuhFFNyjQjijdjNrN2LuRcI4SRW54vKpZULXEy+nBMz0rdDeiMgtqVatZK/8eN/8S0GcU63Stqlo/IQtMCmV4djeVkSmZuyMLt9UjJ7Mc9KpaSjBLN6OU136hgJ92M/LuhqJbeIxu4eCXu6+fzd5NqMJEGMvSsqHwVPFkYUHWUTWUhxtKt6DsFuSXCWW3oPR3vo/AziY/z+o4yCEU5zsyf0Nl6AWUhwXFeUbaCe6yz8Xyib2jbB+oGsI6lUh0JlYFYKequpHvkLmhtuzaStlDFOaOol3WKjzCQmW4Iet4L9SWn3euaj0ax6Xx2Kcbcs/gX7Q8Th6vxfP+LMyIXTdge5avS3OX6oUcQt7Gz5xfWyMb74Y47c5SVUTvKHZ+uSDYvKHdRpxczyw77I1bWPFrP3Lh2GlndkTajXjtBrz6EXEBfdHqOTcsguoTCycakT0DXqFnbasguwssmOKzlDQ3BXJKwukmOmPnBnwJA+HVVrYOnsmGyp1JHkczdoHL0renGduPRbutJ+QfMjW0THSvdsS2YRDfGcHJVl2Z9nJkp4UcZEPxxKuRFP10k1RUXEjLOaTMsuvfrU4BHLjiXhFOM3OV4rKqnbby23lpOX+0NdGSIRKxIoSbad08ttVnEFfI7pSwt/Y5vLaJ1+jI02w/nnsX0mZG9sEhvVcpinYfUhdJTlrYv3Dn/Pf0DUUYkHkGc0osR42jT0h9j9QPhH9OrOYL2yO3w9NOQBV6ZkhqJmFEZQbBMkwouR+Re3USbkRpB324fCiqMKDsekI2Ug0VZsLeDKjbCZUfUcTE1ApCOY8ow4Cq4Y2fuxGlHVGbSNgyKKdnYn+ZYSLJu4FJJowo9UDwvDPybkTeDYi7aQs7orIzas/KJ/WEgCozofQTym7Qe5tRdRPfgyOXUFpBUm5eCcMsLKsrZBkWJhAtR88sg3YRJZluQREmVLqmIkyrXXLu7wzofkZlFlSO1XDR3FBJtpidF5TdTGmlvTOIday6M80e5E4qqG5GemHii5O/haeVct7NqupvTDRhZqKI3j3mzoDuHyjcA6VnwC86dj2Vn7F3C0ovbqCbUcYq/nPWBDETR+4eKNwNZWAiyv2MwtP3f2+YXHfujsSw0j+eboJ1bijbpw9Q7tipVJb2F7swowgL8o4Jq/Qzsk6EuVPADZO4Gi6cKbsJ6YUS39JFuC3CiwzUkWQtJC/OBfGVYV6nr7Nu0pzIxKB/ZqBMzA2FH3gvC/bJJVpIZFWwWohIvbPz8prRPtdSwT9TIZALnmRg53lT+d7nMSm0Gqo8s2MtJP3MWybL1PBnisDCLW8I0ezikKWgn7SdZT0ySRhCWGrr2BnkDT/LrZ1lMsiE9yLPrW1DH/yNWZB6Vq8b8QG5SOTsRLvoSDJnhstlkugY2o54lShlY8fVbTOuLdy2/Dm6DCzrINqrpeoo/7iTb7RCM9rxubTJikg1o6ajFwlMeP5MLgc7Ec9Pl1B2DK9uXH15Nu1TxcQZhHk1eHuNSh0ruwkre5sYyE+S8TqaXm4sN8Ft7bQa820Fwe1aWtJwP8qC7Wn66527/56+obCEdfJ2RNkqCTQT6pZEambYkpXtiLJVAA+8YTMXB53GFSNMPCvy2k2y4eVrI2Yeu4PSjtirUi/dhMKygi+6HnXocXAjSjcoQA8oulEqnlkqF0JAtRsY8P2A2o+ozIiD4cNadgrw8uWPnUIlqCr3GtLSg5kHdgOFocqjcCNqPyE/T+wO9HDl0gqXnsfOPDuXUjLRKkzYuxG1G1EZKkw4kETlSSJve0IvhF1KwQW5CNDckHQsjYK7XbTykJBIHuIGrEkBmwGscAsqv6DuFpRnJoXcL0jCDVkn0lVGYcnniKxj8N93M/bmjtz+C0Vg0KzNzCDu2RWUlnr81HE4K5Mkswwz6o4Gb7l5kFOJQdCxus7an9ie70g7cQ/2JrhqZrIxd1TuRu5CryFpy9mF4nRHbRbi/IGfG6t8+fKcfiJt/8UkYO9MjueREFVQcgsLio4qoKKTIkYVf6WqvvS8H0tPWW+hRJ41d3Vhkz7nGaXu/8wTV88toaZcsyWZu7GCV3JPAsUPnCHhOSrLhzPtGChT8URp5KDMhNIPyIWHpy52HupwraDF88D7W+8j60akPgoj+IwWKs42fkLiZxY2Dbm1CPVkhlLXzI2rFDX6WZWCbXcKrLkdGewFwWSnRf5eVNsVut7CzEwwhs9aIoPGKIfciQROW0KguRJaGhfK+BG7oMLSEt9+/UNzD4bikq2JpDHnjBLtyeZaVPGLRtxDYBwpTnxfO0ceMZEr8aYZn+sjLZNPZggxpeI4MzcidVQ3bqTEyRqed+s0/2Sf9jJbq8X1ZlmX42zaSTufuTCKi+G1TlbcQtpEwn7i3hF1IZF7jbMS6xa308JlVA2HwHK3/PfA/z+SN+zDFYX/gdIO2NsBezegtiNKMzIJ2AGlYUJgBc+gX3hWu8TkBxSt1D52RO4ZsLPAtrIQdli4UXg4g2opTL1U8C4cAz8D9IQyDKgvPYrzVdAKA3jpCSuVZkLejQy6lkG4sCNyO6wJJbcc1KpCjzL0KNwvicaNSAMTAN/viIObcGhUxXkG/ER4fu547jqMz07BLUjDJNiGf1aOSa1SAGESUUXlWQXmnm1YLmigcKzgUz+jOM+oPKvNvJtof+xnVv6eJHPhJ2QaOiucMHTPY7CboLVD7WcU50numBMDvzzvszNx/trNOFh+FefYLUwMwO6GKgZgyTrXRONuqMKMfZhQdhMyf0Ohqr0Ik+ApJqn8fEN2WVCdCV+VbkEWKGktnH4myHzNM7Bn3YI6iBtoJTPtCF+VK/fBar50d1TNHZVmJkp30//TProMo34fDNil43BL5m6q/EcF8xm15eeZBAbfsr1hf7ohDxPSjh1eFmakgcE194T7SieYR/j4Ez6a+XsKLF5KM6NydGblF+893hv8vzyq0CKcaiYpt3Q8t5ATaRbCqF1P+FMcQxRoFGZG2czrXErq2ZVTUcRnI21mdQXiDARHbgLVM2mEzj5mciyaq0kloIhBOzMTdoFBOjHCxEU4b38hczMlrKjXz2XQGPkDFkiEVRMFucSNK0eRCJ/fOXYB3FZHGIZLZdSZNIRSNl7XIZlpKpg48iG5oXBka0cRqVIaRd6xGWV8xmqc718oxy8yz6SNtvITh7DamesgW5K/OzNxS5nRxK8nLJSeJqR2IGyljiZxjJmrD5r4h12s8qO0viHkE7eGpb/wNa8tOaq/hnrcgNz+QGEH1LZHZQbs2wmHdkStzFbaEbUdkVmSuLUZcXQ9at/z9X5AaQdi+EHB3Y9Iux5Zpw7Bqdr2E2qvAO8HHGyPve9Rd8TNM70286z0625A6nuU5x71Z4/99yvqbkAp5U6pwF90fLALy2PvfY+6FbZpZtRWCc09q/3CsmqvnGAszwSxF/6fRaJX/y4sydOyG1GF2FovIlhHFN2E2k3Yux5VGJFbwU5rp8D3VnopUCIerQq0FEyQuxtKv6DyEyrPZMJOgImtiKRbrDytSFwtMGGgU3C4TKjOEyp7IzHsibtnFwbI2CHs7YyDXVCFBcVlZpcTJlQdYaw1ofgFtfD+wk+oziPKy4TyTJ6icgzquZ+QnmM1f0N5XlB+n1FeRhQin4tuZvJyD5TdnTxAIBRThRF5WFBdCBeVhvLTPCwo/Yi9mxGXwpexA/Az8m7C3s7Y2xmVu6F003rPlWHi9dmoAHp2XLkbBWvNKAK3gKVhxi4QOitF/md2UVGg+QA/I+vY8UX4jRi4utl4D1h2P7mW/MTjpZLilrI2ztyM8jyxsLKL7MR5zMpN6z7ieD9GOHEXRiUlBsgoaU4iDNREovsXt1fLanfrVXXHzteMyNSdpM288gmFJXz7VP1NqFuS0DERxKD9ame8+GGVhr+6CdsggtMTGUgcpd0R8s0E56SCnIrTQiJ85R40OyReYetJJuftMyGkgrS2Nlq2M3EUUgomLpLK8Tx6rWVXsBGWvrOcd8ilcnx1gpjdc46Jrr9PuWtc05mYGb9ZKnPydiTkZJ9VOrcGjlL9sFPZuhFfQlQ5jth5fv47N6/rXON2tygDTcRJJA0HwHaGCXbjOf28NSxm/jLwZ+2I7DQgb0YUzYh8VfIIenEDSt+jslfkLVU4ZRhxtD1VObZHrgRQ2B51GIhdOnYLezsyGNqJVXc3oNK/D35A7Qe+thtQhp7/9gOJ3a5HfeZrynOP8nxF9TmiOvPm3tsBez+S2HVSChnBPqFH7QZUdsTejTgYdgSVSGQGhBEHP+Jg+HO1m/AWrtiHXgliWqGiQl9lGFGHAQc3oHYzKkMcvrz0qM4D3tyIgxtRBeLye8MtW3mEEMyMvZ9RfQ5qzwkxFd2A7NKjOk+oDQMPg+8i3Jt4e+EYBMqoMrKs3gsRrlXH6yk0J5D5BbVXQA/8ft1RCVRY4vF14GeRuQWVI5affZ9RfY4M9PYmGIYQWC3te+F4rPLM4HVQ4C/CtHYwhZU9sjqZ3M/E880Dub+hOE+ozjOhqUByuQokketuQXW+oexmVN0sjJ6f4z4s5Czcwq7GkwiuL6y+93bBfoVuWHFngZ/f+ruwDPylnVE2lLNWXkoeL05IXVQVRvIjYSGhHyYlbvEK5wllUOALhANLJYDMsbvkTASr7txO2husrtdOkhbPOn6P+sxnpdJwVu55/xXisPIQg+0s9cwgzH8iNBoniAWTJgrKkZvITVT5qHMXjMkvXbM6XxZ0Or6q89IMSkozck8lTRYYyFdRh2eAZcJh4thp+DMz5BQLdUilzpu1A1LBTzHpZEZdQcvzbLsBuzCsx9lZWq2knpP+WzNi64gSFCLB09iFWCUONwiRIGyTWibORA4FWzti4wcN49F1YOuHdUAz1bxP5gZklkkswjovIToX9FQiqcpPbRS5DGsiSxyVPV8byWydVlW6kct0mgW5di/kpxH5SZW+UJZCljK0rJiRdANeHQuJ8jz9d6jn/0rfULUjirZHYX+omu9RuytK36N0Ayp1Ann4gSSQoC3OPYruiioMqEKs+tmO1mZAHnpk4YrSKvh6HScMqM498m5AFlgVlyJcc88OozITMtcjDBQ6fwAAIABJREFU142/9yOqLiYGQh18cEccbI/SjNjbEZWgp9KyUyj9iH3Xozr32Hes9gvDoF9bJok68O+l77G/XPEWBryHAW+B592HAZUfWeGfr8TwuxGHrsfRPb+373iNdTfi6CZyDGZm0jr36/sixDWjDiOqz4FQjqfyqOgmpN8HpB0hiCJMqC78XhUm7M8Tyk9WpcV5wt6PqMOsandmQmpnEsTnBYcw4eAY8EvPCj+/zM8k4BbUhgRqFRYcziMTmK4l/2RgrcwN+4aSzszTHqGWzLQIEyGi84TyPEoqOqHqJlXRCqwasKrtjEPE9K2IWbegPE+oPicUF3Y8lV1wMDMOhkNcpaCkPPC9F2FC6e6EsDpOWBN+ujHxSe1UeQbjWqqrrBPM5vh7r5XcK0PSvHAzDpGzMQsFA57vq1R3mZ3npzS1pUqq9gPqCzvduFwnj0k5VtzqSnNV61nHDrE8D+wW7YzKEt4s1TWX6pDLCP2EAcV5/KV7ZNe6c9MqjUxtnJFRceAk8T3znLklVFi6UZwDO93UjCvEU7gJVTujapWYummFOuPMTmH476QbFNjpm1V4qX4cZ1tKMzCpqIqnTcq4YuXRiytTV5TZ+QnD2ph8xlUSvjcsFHdhROJ7ZGZQYaWgLyXRtuuRup6dgouT9Ew8207vWwqnzEuyake8esHagcKWjcjcRMujkpjA9D4yp6HUwO6GVjUDCt8jcxyO5Q5j/Y4cE85W8vPsxAVRiSSgDPiDHIh5vuLEJTdfHNWW0WEhbjEjKc5EQCsc7T1pB2Sf43+v+P9HdmSbdP6B6vK/UZgetelx9D9w9KzoK99jr2SQqpLPzj3SMKD2PfaBMFGm4F4Iay9Dj6q7ovCEdPZ2RC0OoeoG5OcrstAT8ukG5L9W45adRuGirn4mwesnSkndhLwbcHA9ajtR8eMJJZVhRNX1TDbnnkqbwK5gbycc3YBvdsAxsCuoQo/9pcfxkxBS1bEL2Hf6tx9wCD0O3RWH8xX15Yp911O66Xhdtc57CD3eOr6Pyk0ozj05gVawVBD0FEYUnwOqMJE89hycoQpmROVmvIURB0FKtQJY2Y0oLiPyMyvtyk9MXoIyKjeu0EUtiOfgF+y7BfUnH+DaUaVUegbHLJAI/t1N+Fs3oD4TssgDydy6vdM+IcpLw4zsc0Z2GVGKPD10E/aXSd0BydlcHUZxXlBfFIjdhPo8owo31F48gzqZ8pNw0SEsOPgJ+/OI+nMUls9kUnlW5LXkofvAajS5aJjNyObBzKgV+EpPkr/qBuzDgFoBtbT6zMQXxUq9UnLIPInxKoz63DS74sUtWSUjKziuY3fIYkaVuaP7Zt1GXkGfgZuQn0fUHQnZRBzTvp34jBheY20oBS7svB6/VBUeK/ZSXxzMY8db6fWV1XCWnVh0dQykke8gxyVIJ8qLLZ+VapVqK6mHYT1nJRi4agUFO3YhmTg8Xue0ih9yFT30uZpQatI/WZMPgyZtWDjYWYQeWfz9OKIPmYlQ5yAzN/5JPkUdjYkDqPQey+yo98Eqe6dqP7XsLDI/4qVTBW8GJG5AbgekoUca+pVk3okToKydCpvEDIKMxGv6ARt1XXEHeOp5zK1cDuhoLNPKD0FpUlNuHSGaOD/FgbNnhf9iR3z1Awl3EbqvJm5O5O+FTsZMTF9b3sf/ndxN31C0Awr/A4VjkD74K+pwRR1+YG8H1IbBv1YiqL0CuutR6WdLN7AaUdVddAOq7orq3CuY9ti7HkfX4+iu2LuesIsZGGDPPW94Yeqlk3xTBO8+9NhHiMmPOAZW2XtBLpVjlVe7cVVl1DpOLTipsuP6ALyFAYeOiaE+9zh2Pd66AdWZxzyaCXVH6GbfjTicB1Rn8g1H3+PNj3izIw5+UGU2YR9G1OeB3YCnqmd/HrH3A2/cjgNpEW+uzyM7BD/j4KjcKcKEvZ+wDxz6qvwsKGWiFj7oPcWHN2h4TTh7cVYQVYAuAyvdo59w6EZyFxd+VlWY2D2Eme+74/WXglP23YJDt+AYFgaqTsNfjrBL9Tlhf55x9DcG5jChdgv2fsa+m1B9jsjFFez1vcIvqLobf7abcLgMqC4jeYfAr4NnB3H4PqL+HFAHnu9wmVCfJxzMovczYd+xE9pfJtSXUWoqSmn3kgTWnh1W+cm2tziP7KQCP8/9ZaDKR1V1dZ74+w7PZF1dItTH3/Ob71mkuIkFhjqD3D9J3DJ2QZKD1o7JtvBPqLF2xO2LwM6xNrpux0BbupESXcPX5QrmlSCsQpV/6dQ5CPMvHQNmaZkk9q3gGDuhCD3SM4ngyvAZSz4npOf4DPO9VhJxlPZZYJSOnTTFCoPgquhxRWK36viVaT4nEs1ZhKcsva92UUbuWSxmkYCVICT1A3adPnc7rUkp07Bo2Y7IbI/KjDKUZGJYO4R2+C9qpqqVdcwa1Eekqsq3jsF5laa3xPB3jkKRwhIKyt2A3PfsrBpCMYmdkDWTYqOO7UdsvAbqHDuk3NEWZ2fonZS1I4qGiS7x/QpB5acRxYe8z1r6Ie3MQEsKxw4g9SPdYX306+H7LMWzbM2EsmGyyu3/AeMvXI/c9ii7K/bdFXvfowpXVOGK0rLirc9X1N0Vh/Bj/aodg34VesErJFXzy4Cs61Gdr9jbHgc74hh6afWZBMruiqrr8e6vePM93rseb37AXtV13fUK2j2qrsfx/ANvvsfBE2J5dyP+Fnp8u1xx9ANqPbB1N65kWq0geXCs7o8XJo8iUBpa+hGHMOAt9DiEAfvzgPoyoAojDs2Io2UA2F8EFQk2qs8Djn7AwQ84fA4kdLuBFXiY8OYnfPMT3v2IYzdi3/FhqS9s08swor5QGVQFVqLHy4BDEI7sRw4+mYWBTdBLeR5x6CYcPB+s+nNE/Z3Jow4TA6Sndr8+SzliZuwNyc7jecBbGFF2EbPmcYvzjPI8o/4csf+uBNBNqM93VOdJCYEJY3+ZcAgjjmHG4XPC/rLgcCZhW32ODPiBg1nFZULZzbSdVnVf+YXwlJtxCBPezwO7mm5GbW6oLInnUkG+ikkw8Fj784Q6iPQOvO79hR3HmugCg31p+D7r84jDeSREcmECLX75+UMYcDwPqMO0wiJ7JavCkzspw7hyCwd1Dns/4uhGigjOA/bqWItuQHG5MrF4vdYJngzkmmojEYJ7VvK1V7FiSeyuBYVdcGxnlHZA4gdCMGFcrzez43NiO6g78ONTcr3KqCWBPvcoLwOOllBp7FA4U8CEkIURhb+Su7OaSveTIFUNbDYzSk3zZ4JZEkEtK0cQ16FGeWYYkEcFUxiQnweUFwbfzI3IAmNH7gZkHdVBEXYpnQKbiFjatKgLiMmqHajOi8nBTbKQGZE3dBZIfI/t+Yfw/wFllGSKuN26SDoP8i0bkLoBlRlQt1Q4FlZ28yKKsxPPk/lBFT4T17absA0Dcn9F5gaqmJSkIq+y8yM2oWfisZq7cCKB7awkMiAJTw81epvR3yx3uhYrstpqxsAOSM2Awkx/EfizI4pwRekZ9CtJwgo7oDr/idJSdVOHK8rzD+zdFUfX490yQZTdFfmZH/ze8CEoL1cU3RUHJYXK9XgPV1bY3cjq/fwnjl2PYxjwu7/i4HsFnBH7yxX7zyveugFvvkf5yePtux4H/wOV73HwA765K/aSeZYdK5VaEEvVDTice+wVqA/dgHdV6nk3IdM1l37Em2NgL1XV71VV7d2I927A/tzzpgojDhfCQvWlx+FCXHffjeIuGGCOYcJbN+LYDewCBBXsuxFvF15P9snXvXcD3i4D9pdBCYUwU90xIO47BqTSjyi/j9j/fzx3dWag33+OOP6DKqSDZ2Defx9ZSVsG/uhfU50HHM4DYSxVoWVQgP4ccTyzsn678O9v/oZ3zwB96CYmscuI4+eE/XcqYsowY38ZcbhM2H+O2J/Zqez1usqTaN5fmDz2YcLRLgxmXiR3N6PsZrz7CQdh0eWZibzwI/Z+JtR11p/diLqbsY9qojhk1THZ5+cRxac6gG4kH6LEeRQfE9VT7DgGlJ+C6wRTVeqCyjNJ0lKKsdzMyAO72sqPOARV1meS+ZUfkJ97ZJ/XFaOPnV0pddzRjDhElc95RHnRec3MzqG7orj8QHm+aiZE94QdkEaZsyN8E+dJ8sBgXogvqLw6RzeuHlZRmFB2LLBKy8BRn8lVRclmYUdJhkfsG/4OUs+gXDo+56Uq7oPrUTkeq9QsUG6iBYvEIYJBclXrmRGU5NhBR6VbHq5IuxGJH5BKCr7q+cMVpWNCSHQMTi0z0ZR+YLHqieknImlLO6BWtZ2HHpnrsel+4KW7YueGJxkuYnjnCd1EK/hM0E/qepT2GfSLKD83gzqCYe1GEj+Q3/T9uoJ25wmNp3ZE2TAJ0bNJycyzo8is1FftiKJlEZB67RiIyVSQWuYptY38SCaZKU016ZKcfQyozF+Qu/8jO6IKPWozonJUzRShR+l67MOfOLgex3bA0RIO2lv+/Zu94mAHlP6K+kzsu+r+RHn+gapjongLV1Sff+Jw+bE+FLWgpH3oWTW5Cb/bK46enUHdUbd/7H7gW9fjeCEUk6slrM49Ducr9uGKN/8Db+EHqjOx+IMn7l5dRlTfryRrO2K6dehx9D3e/YBj16O69MguJFjfu55VnI597GJi6fE3z26g8j0TyT97HP5xxfvliuNnj2M34M0waNSBHcSho7KpvDAwvNlJU70MVJzE5QP3dunx7dxj/zkQ1uiUdM789/4yEOuOQe5zRHXpBVOwAj58Z8V6OA94++eA/T8GvH0ODO5+wsFNrNDDjDc34S1MOIgjqMOMYzejvCyoO8oI97ruY0d46BBmHM8jjpcB792Eb5eJ3YlfUIYJx7DgvRPOL8L46Ca8iwQuPc+9j1V7t+DbZVKXw2RQdyMT4HlEfmbncBBkUIdZX+w2aiWTYxjx3o3Yf44ozzOqM7uYyvMe2H8fsP/sqViSAurNT/jWqdOK19Ux8FUaCDsYBtvizPuj+K6iIAyCc9iBHN24ylprqc6qrkd6HpF1hGz2beQRBv28hgyVwPJA9VrlKJeu/YB916M+X1F2PyQR5v1bi4TNz8TRazeyaOt61K5HfRlwPEsVZ3mut3Alxu4HPUOEnnJV50lgB3l0DMDkyAbUdsJbS66h7ijeyMKI5MwkmIUBu/OIIvQ4BKn7JPJgQJw0Dc9KuNSMQOEHFApahRsoCW+G9XtV5BAlRa0chSVFO2DfsHKP0NB6zHBFcWZhWnli8vEraziMmjejeMMeu/BDXkmEthIzojhNKNpJElNBM79wA6ljxZ6roi/ciNL3yHyP1PcofM9E15B3SMIP1P6Kuh2QNwMS3yPpemxDz4RjFbT9k7vI4++gjZCN3IvthDT06mKYGIroiCz34sT/AkVpLqJQZ1G5/1Pg9z0OLfH6svuBvb2idoRp9v6Kg7/izf3A0f/Am7/izfV4sz/wbq94i4H48gPH8AP70KPyvIn34Ypj+IHj+cdKjlaOKp9IotZ+xNEOeLOEXKpPwjy/+x7fPJPH3otg7q44dIR7Dv6KY7jieL6iPPfYG1buh+7Kql3X9Xbu2cZf2B0cuh77+H0/Eq/txBt0V3w7X/G7v+Kbv+LdX5kUBFUdzj3q7wOO/7jib90PfAsDk9O5R+kJ9xw+2eUUdlorwojn7y/96nFTCe/ddzz/Wzfi+Dmi+icr/7duwuEiOOc8Yd8xSew/VaGdmVj25xH7zwH770ya72HAt27A4TKh+BxRXyYcuwn1Zca7n3H0M7LPCdV37i04hBHfPJU+WZhRfSdxWoeR6h8/ozpPOF4EA12oyjmGGw5hwj7MJI89IZBjx4C/9xP2fsZb4DnfHHmM2i+s/j8HvJ0Jle39hNqSzP52YbLfK9BTLTWh+JxQXEbsLwPeYwXejfjmRxzPI/afE+qOgf8QJhzDtEIYlPgS/jv6Ce8Xfj61n7F3M6oLu7yDndg1dYO6OcJ/+45Bv+rUEboJb27ANzuiNgsqy3/z99yv3FTtJhzNiLeWEM6+G1GdyRtV3XPqOwa8PCYVN2J/js8CO/Hi0qP8HFTVa97EqaK1Aw525HEv5B6KlhV+1fG6izMVceUv58msBrDchENUwqmqrxyTQW3ZyeTRWuJMyPLQseArvYhoN7DydyJ43chCbq3mJY0NV2SBsEXmRuxVLSdKBjRuZJdQuRFlYKdfBAVFd0Xprjym0xBm26NU8C1b2cUI9ijaEaXrUdhBJnrRa0w8giNOX7YTqpN4AhHJZcuup7Q9Cttr5St5h8xRrVT5Kwrbr0qislVyMoO40x5Z7Ajkb7az3Pq3M09Lm6e8dZY4JiqhItE8yPqGkBgN8WRTI/FKZtklFA1VQHk7If2DljN/GfiP4Qfe/Z84hh+o3Q/Upse7+xNvlz9xCFfszYB39wN/c3/izf2JYyCMs/dXHEOPN/8L9u+v2Jsee0ty92AH1E7VeHelVt4q8F4YqN8Cq+63QJL16Ab8T9/jb+6J++99z6Dfxcqdlcbbuccx8DXH0OPoCQ8dL+wc6gu/TzL3isO5Z7XYDfi9+4H30GMfK/XzFceOfEAViOMfL1ccYndyZrV5cAPez1dyDCKv31S9Hz5ZmdWeJPI+iBz+vOJNBPUhDHgPo8zOWPEe/IzD54DjP3u8XQYcuxHHC6Gh43mUzJSB//A54PAPVvb157hKKatuwrvv8bsnyVl9EqJ5O484fh/w7cLrzANhlP1lwPE84ltgQKy6EW+fgrc6Djod/RPKOfyDCaP0M/bfR1Rn6v8JaxHmqi4j6guTwdEveOsm/S4GHDzhnG/qTtg9jHgLkzT7E97DhN8jxn55Qmf1ZUL5nZDNu2C8w+fAzkWcyeEy4XAesb/IBqHVvEMY19mFt47J5XARj9JxAG1/Zie43pf6bN78gKNgv0MsTC6syveCVEhsj+ssRO34+9874v5HR/6n6BhE92EQLyN+oJV31JldXGFVRHQsNg6XAfnliv2Fgb0+X1nV6yGvDQnmumOHuFaN7SQ56IDiwo65lGY/DjwWmrDfq4OIQow4S7Nq4J1mA5Qcas+fKY2qez9waDLEeZgB767HMVxRhoH2JoFKnSIKLizx9TLCLZ6kdiVVYB1YeFZBpLMbUDqiEZmw9cL3qAyHTjMzoraMPakZVn+iXMOf+fm6kqyZAnJq2WFQGUUsP4ucp+f5CveLQ7Bk6qnrkZsBtX1CUJkSeSV+oRIUXqmSp5sA/9ytxDpft3WT9kdQZrpOUbf8TCLhnTkOsxLrH9Vl9ZwVaSftfCZUn5sR2R/T/znwv4c/8eb/xLv9gaNlcPo9/In/Gf7EN/cDh7bHm7niPfxv1N0Vb+cfePtUAnA/cPRXvHWszo+CVA7mir0d8NYODP4db4CYBI4dp3APlyu+hR94v/zA0Uk2ebni9+6Kb67H0ao1jnp8P+DNjHgzfBAZrK84nnscuyveuh7fup7VpBQ/7Db4IFWB3cj7ucff/vEn3v/xA2+fV7x/v+Jb9yfeLle8fTII/N4N+Nu5x9/OhIyO5wG/uxHvbsTbJ4P+37orvvkev5+veL8oaIQBhwvhpEoJ6HgmgX0M/KzeLz2+RZjJMdDvv494++eEwycTEyvXEd9Cj29BxO6qviHssT+zMzheeryFEe9hxNt3VqzvgRDPe5jxrZvwt/PIbiCQ/N1f+HPHT3ICb/8Y8PbZk3foZhw8pZ/784Tj9wHvl0GQ0YTj9xHlPwmnHD4ZnN4ulIKWYcZbWPC7X3DQkFx9Jrx07PRnmHB0E4Or+I76MuItzHj3JLW/hRGHy4j3S4+3zx71P9jhHFbCecbhu5KYH/Gt6/H7mZ8DOw4WGWU3Yv/PAcfv6pg+eW8cHRNjcR6YOJWgOLNBlcw+wm9OwoEuJpkB9Sfv4bXS/hTJe5Y6rOtJ2ioglxdW/LUnz/IW1PX4QaT+tA7fVV6iBM2j/P90vVl241qyJTjRfJk/tepluLtEEn1HUrovZ5JxXQROB9AjagD1rkTgnAPQb05o18c2yqMyIj+0vBEJgt02s90YksuKTLOR2etAvexy5yTxna63XLHJ+CbZmKeB4uz+O6fOr8NDS/hfeFKcghNFg8b+oY+Ji+6bCaRP+lUoksduGuHdZWrY96In6Q3fDLM9+++kiZ4Hfh+KIeJZ82fX81wPw8pp4HLH8yBTzcCp4fD2C3C/CaD+955ummc51rdh+/x5Hjh1PH/fsLtE2lnfHtTVT/yl5wLIbwM7//1llVT0huc+4KkPLD6a2sq/64gvKuL/Fov6kyI//+Vtw7c+4rn3eFJ8bb59J+30bYh4+r7h6XfqAf+uJMfUR3x9Wz/F5q9vMpH0xMKvv/+UtR4bnn+/Y/9d6BpJ936TzARt9KtMKmJVFSvrt//5J7799f7578d2BWYlGBD95wDXlwS7YUFyIfAXbwSyRAXkQ0R+CcguEdmFfz8MHqkOyKxHegksGM7joCKSPv6ycPYUgfML+fv9ELEbVmQqIleB3VW/0tFz+fUB3OmIg4nIhoB8CDiYKF9A8urZZUX2fUP6tiJVDF3tDSmdYiCVk5mI1JBW2l82OofEmvlNKJdcryikS690RKEjCh2QO49sjOTr1YZCbSg0v3RZ/xP5hYB7UBvBWx43U5HdvhFQebwO+s6uTVMUTiUvcLArchuR6w15vyHXG1J7R2p+kqs1KztCc0cmnf/BkJL6BBb54u3l9ofhJ3b2Txwcz61QdxzUn9i7n9iNP5Hanyj7O1Lx3B8Mbap7/ROJ+RPJyMng4PiYB1lClro7MrehNBtKzYkoNXccrht2jmCZuDtyzS752XACyHumb5/6nzjYn8g0u/vnC4Nle/UTB7uJiP8n0uEnMnNH4kgtFT21hcyt7NLFNbQ3dzxbun5SKayp2VD0nFaSgfRMouRPy6KUGWkI5LU7DD+R2A17x2YjU6T2Hq/vN0VaY2dXiu+Gr/1uuCOxK9LxQb09AH9FriKyIX5Om3vD4GGiqDfszYrk7U5XmOJPKn/fG5mMBx4rFfPDk9A0e9EQnocVyXcpKGrF/k0+j/K5+tpLstwETtk9AXV3uTNs9/ufeJLp4aAinvtAiqUX152JeDIEtt0bj/VFr/iiNnwxUiTVHd/0hr2O2OmAJ71++ve//c5uNnnbkA/i2BsiUhtoq+43WeIonL4WF99AoTi9hE+8eHrojY9OegjUNERvedjL95cNT28rvn4n1bXvV3x7o82cVFokoL5t2L+teOojvgwR34aI5zfRKVTA1yFSXNcR//4IlQ4BT8ozcKoXfBXb+5MO+DoEySlxY/FOisNX5VnQpCA8Lk71JMLxX3pOMX8RKmcn4vG376uEBkVkfxOxXIrkX36Xle6i2XyRC2P9pd/w9aFxXO6fq7f//cKG45+A/9++HHDQM3Z9QNoHVINH4WYkQ8CzikiUR6IjEhVQDAsKtSBVHokOyLVHZhekbsHe8kX89lndg3QmEakKqMYFuV2QaM/J4LIh+f2O7I1de2YeydmIXK3IhhWFWuX/V+xcJBgKlZNp0jZpz468VCvKISJXEYVeUSrSO6laUV0CpxMbkdoVqYvIXcDBEvCrfkXek75JdaTzxvLfhYooh4iyjyh6CpDPipxwJuLzXpNyIviTLmKxiHweQ/yknxLLrjoR4E/1hlSTd05FsEzdhlyvFFbHFcnIglGYFcVA4Dq4DZlePzvlnSIVlRtOKoXakOo7nu2f2I935OOGzJLuyRyBO+3J+6fDT6TD/2I3bn8idX8iH/5E+iY/loJoqaU46BWZviMfV6R2Q2E25HYjbaN4bju7ITGkP5KLAPhwZyjN8XU4PCYOsbNmcs6ZjVJo/yRNZflZSNRGjv7CQsWCx9eh0BsK+V0+EMx344a9vSO3LAAHuyIz7OD36o60v8t7IgVcJrHC8PH2w0ZQtyyQqUwAT2ZF4iJvJ0X9SQTqol+RXmg22PV0ZR0kJ5JdCPjpIGtIRh5nb/k4B8tjJQKWuby/BxGOD0JFPUuxSPv1UytjB8+C9fydk85B0U23fwi2/Sa0Ip/DN0O6cSf5mOcHr97fBUjJz+/7TYoYG7R9z+DjQYwTT0PkjzidnhQf63Dh9J8K/fJ8WdntC+27U5F5FOHyn5WEHRUNGwcVBDiZ8fk6yG6v33+tX3l6+0lGYYgsEm8sFjtFw8rT25/4NmzYD2xgDxdSQ18l+fvvApLPD/fiP1jXv5nACeYS6CYcIr5eIr5cWBy49HHDV+PxVa/4aiK+GDqHni4rnt9WmVxIUz3oIK7DIf9P/YGbB5hv2D4nna+P1+aNhf95kM0Hg1y8SvILX3//Sdv9hU0Gw6p0Yv1fbwxj/jPwfz0gNzMOyiPpI3Ltkdgb0kvAQQUkZkFyCUgvAbmdkemARP7/oAJpliHioPkm7Xt2+6kKKPSC/C0gvwSUOiAzHvuHI+dtRfr7hvQ7u4F8CMj7FdUDZIcVlSGo5yqgVAHpwC9Uold25yogUwT5YuDtUhOQOoJEplfkg3TYU0SuA8pBQFd7HFxEYiKyB/BfRAvQK1JxKhH8SR/lKiKx7K5zFVGagMxGJOOKxG7Ih4BKBRQDKaBKcgapZtZgbyhmlsLdpnZFbjYc3MaJRW0oZWVEZjck7hcopZrA2tiNhcGx+870iv1IGqMwEcUQUSq6enbmLhQPu/VqWFEY3p9U1R2p+hOJ+olUP6aGO/aDdN/Dn2jeCJypTAYPy2quSZcVdkPu7jxfQ5dNMdD6ubOkU7I3On4KJXTSuCEfOSUcDDn/XLOAZHpFpVZUekU98P8TsyERqitT1EdSvSEzdxTqjnyQ8+k35JefKGxEblZklrTLwZKSon4kORAV5T2VxkIcVNRCWASSgSB7MKJJuA2Z0DsHTWG/MJwQnvT2GQTcqVVok5VAPFCszXp+wXdaPpPmjmzgZ4naAifVTKjFVJqXRG+iqUmjYVanzhpiAAAgAElEQVSkJsr/i/Yj+ZO9UES7N+6LSmSVytMjT2I2PJtAarane2cvQcTHuo7dZUP2xtXoTxJszEY2NYeLFDbZufXU889vaqVrTT3sxr+o3VQsn9/E7ZcIg5BegqTtJaA5cLp/NiwC+4Hi9rMk+58vvO/hjVPOTlHU/Xrh7577iIOK2A90EX6TUNM3HfA0xE/+f/fXO57/SiH26xtdVV9l+niSzj9RATvl8dxH7H/fsP9dRNbvK7724iCSaeKLCXiypH++iXbxfBEXmCILsusDnnSg/f3tjm9/XfH0PeL5jZTcXrYbfB1YALhp+Oen0+pLL58jcTlRnxBB+I232Q2rXHZ1w+73FTu52Pzz/4nqydWCQnlkg0c2LMj0DeUwo3AzDnrB4eKR9wsKOyM3C/LeozDzP0wDHG/zPiDTAQdNJ09mPLIhoFQLSuWR94GOmYGOmfxCB02hovyOv6+UR90HFP0mHTh58WSIyPqA5uJR9x6F9gRVyzE3lS9OoR+curhypojUragG2jMTJWA88ocC8CY0DEE/7/mcyiGi6QnK+cAiU5oVpQ2cNHRENobPIlMo/lkOG8p+Q2kiwX+gXpCPEUW/CYXBx3xynBhKtaEYVhTDiszJF82Sq88HTgGpIWjXekMz3AmWduM5mRWlPHbekzbJ3YbarKiVAOrAYpNcVySWHvfUbchGiqWFIt2Uug2ZITWUm5Wis+WxC3VH4u5Ixg3ZuKFwG4rhJ3J7R+o4lWR2w2HkxJbZO3Yjzyd1Uugsi1fm7iiHnzKlbWhkWir1ispuKDRdSnl//+z+03FFaVdU6icKRVqKHT+LQW74PmV6pRtJ7leaiFRyEg9hPtekkRJN8MsUAf2gaBYo9YpcJrTMrKRrLD9fqduQTSsOlsLrXlw/u0+bKjMCO30XIwPvl+iIYmCRTy8rsotYOE1EatjM7HpSVrk0ITRQCFVoVvnc06mWDXJcE5C/kSPP1UrK9iJrTBRdP096RaoiPw864vDGa1ckFwLpsziY9kpWmMh3KdcBqYkMM0pxedbUsJ5dxJOhqeEglM2T5vl+amzDLwv3TrI9O1nL8E0cQqR5AxLlcbhE7L6Txkl0oI27D8iGQOC/cKXKs474pjy+DAT39EJ2YjfQSPLpfhKhdX/hWozDRda9yD6y/e8sCk99xL4PnPSGgMP3iGcJW31VdDt+HQKeZSp5loJy+M7ns79EPA+e+opsMqDIz6L33Afx+0f8RXEFzkMs//oA/8v9H+yqP9nFmxVfZH3E04X7yb7I+ognoei+DqvQQ/T/H0RT+Kb/xa6e//I1QaYWHPSCnVmQKY9KLajUDZlesB8C9r1HMizI1Yx88MgHj8p9oDALcuORmQWJZvFIVcBBeeSKxSE3pIcqNaPQnhOC4mRRqEDQV1EAP6AYCPzF4JG8cSzMHkBtPfYycRQX3jfVpAVS4W/zgcCa97SEZmYVbpfdE/l0+bL0EZkmp5+4FQe3soA8/Pw6CohHlJoccjVsKNyK3EXUJqLREakLKPWK5rKhUgTIg+EoXgwr8guDY5kjkCT9nRSJk47fruyEDf9dWPLR5Sdw8XeFlsnDsDsuBRiKKfJYD01C3ZH1P5EY8vO5jcjdimykQHvQdyQ/NhxGCqXpeMf+x4rEbWjsHZW78/aWdFA+/ERpVlR6Q2U21HZDae8o5TnUY0TuNhTjHZW9o+jpvknshtIJ/WQ2HNzKznsk6OcyJeTDnY4ju6EwcozPInxHfmEKOlWcbNJHsTF3ThtSQFL7U/h8ccMo7jpKh5+oLKeIRNElxMmHn5lUkYbKFAtnLutAUsVJqZD7ZjLxHRzT3KkUqNSRpkkVJxNOjRt2Tp6D4eelsBGFDUhMQOJI/WXDioOsETlogvpBNtJ+s5FWUy00qFqxlwk41avkU8R5ZiJyG8ipDyvyq0c6cko+9ATr54HTE4veL1ryINRO8sbmamcinh85lWETV5sULsOMy0EKxV74eT7Ghp2l/ZLTM6fmtKddO+lXhjANaeSdirJFl39PdBALNjv75wtt2+kb6aLDW8ReAPdJ7rPXEYc+cEPAEJBdZM27bAXev/H8E+1x0J4gLQaSZAhILiv2v9+R/vWO/EIg//bY0TM8thjweiB7I2yHDjj0nEZ2KgrTwfNMvq+fWaWvil3+QfZ6HS4Rye8bdt+58uaLIpX0tedjfu1ZBLkTScJyF1rZn/pNNJYVf1Gy1PKyce2D6AVfB9JpuzfRHC4UjJ/Nivx/v9j6f/mSoFQLDvaGnfIoLhHN4FGpGYkinZOpBaWaUegZifbIDKeBUs8o9YLC3pCpBcUQUFmPQs9ItWeXbxcUmr/LxwXJ6FH0Hrmmk6cYIsqBekGtImoVkL3R/VLogEJ7FMaj1B6V9ig0RaJSBeQqotIRtfbs8Hp+4PKBRaQUjp6uIY7QpQ5ojEc5RBT9iuISUfYrCksBNR9YSA6OX/ZcOvbSBFQ9gT0bSfEUisfM9IpG83jpwC41M+Rya72iUqSTUrWi6jc0byuaIaKyEZUVukRG+8oF1C6isCuaB38+rCgtgSPXAvLTHaVeUZuI6kp6q+zvKNSGzN5R6jsyu35OA6kltZJNG9JpReruBFl9R2FZIEp7/xRwCxFDD8NPJPonKruhNhtqe0dpVxTjhk7LazSuSO0dufuJ2txRq58ipt5R9/8LXX/HUXFSObgN6XRHMW0o7F24dXmejoBe2Q2VFOys/xPF5U+Uwx1FL4KvoqU1lwJQSjHYy/RDnUDEci30k/w7EQ6/Nuz0U8uCkxp57EEmAEdaLrOkn0pxeRUDHzvVUogf06VdUbjICc8GoXPkx7E45IbvX2qZFE/Eq/80EHzZ4HAiPYh2tBOd4UlyBHsTUWkC//OF1tDEcSKuxGSQ2ojE8ftxkOkgFf0pV2xmsgvppUTA61ltSC6kQxMXSMmahzbBxzmItTofIorLivztTgv2g365bGQAhohMBXbvmhbrvYS1Uh2wNwF7oVOyfuUeMMn5HKQA7FVAOpDS3V8iDj2p6CdFauT5QsBNNK3lh98lW9AHago9raD7S8ReeeyHgMMQkRqyFKmOONhA4O4fdvNAyuptw/NbwPMQkLzF/18RO2hSgF9F0H3WAd8UBWdOOHwOzybgm4nY9VHAe8Ph+4bk+x37t4eQ7CnSXpgTeNhHn3q5+JUSik/SvVyJQ5fRXtHh9PX7hi8X2c0kLiI6lTipPH9nk/Iv1jInqC6RnXzvUfYLyoFAn+kFmVqQDwtqPaOxN1TmhtLcUNgZleHvcj2jHGbkAuipYXWtL55TgfXIDYXdSns0F3KMlV5QDR71JaAeImoV0fQedc8vUGtnVNrzdiagVoE00BBQDfyANyqgUSuqMcgoz7RioSJqHdAOHrUKKFRArQMaG1DbgMwGFALE5YWe/FKRaiosO8taUWeodERjAloTP6mUQtOymTpSAaVmF/XozGu9olYR5ehJCw10S5X9ik5FVCIgFiqiGn4Bf64jShtIz9gNlb6j7lc0ekMlkwZpEBaMciT45yYis3dklvQOaZQNmSNI54pddXFdUV0DKrtKN8uCUgpfnmq5rWYBSYY70p47dUqzodV3tP/gQCrMHflAm2di7yjsilI69tpGdP2Go7rjKM8nMxSYa72xKIp+cbAbKnv/1HVKEcGpTfB1KNUdVS/0jhUR1v4qGJm4e1L9KHBCKSm+FofrnZZcvXECcA9KKaJyHtWDptLs6pPxlx6SqRWN2lDru0wJG4qBBeDghMM3pOiSkYJtYvgZOcjkWKmIQgXqDybQDCDGgIOA/KMgpDr+KgRWHEJq42fWRGSWdEYmQcd8WFH1nAYOlhNsItRSNnC6SF1EoTztzmI4ODx4dKE4K8XPa6o4KTz31A32PbMujxUrhSZlm/Zs0p57OlMOKmA3eCQuoHBcy/Jw1SQ96d5UOvWdWXFwETvrsbcBqZIOXK/YK083YU9n0sEs2CnaLp8fLkHlsVcRiYRLc6GUUqGe9wP59bT3vzRL60m7PDYBDA+NJ2DnPHaauYFDz2Pt3lYcLiwiO8UA6+E7eXwKrSueVGABGCK+qogns2BnKDTvv0tR6eXqfyoyAzEEfNOBdlFJNj8uhPVt2D6vGPisAqkztX66nHb9r8WZT4o/+0GoJDnnh87w3y8bvtntn6mef/uSoBoCCrWg6WfUekY6eKRqQWZmZCogH2ZUekGp+WdmZmR2QWZnHNwNmV1QDuToM0WOLRs8ar3wR3mUZkZqPG83eBR6Qe0WlHZGZQJazdu3hgWl0wGV8yjNgtou6NyCTi+keC4r6iGiMh6tWuihd4EFxgbkll1brSLqnsBfGS8UT0ThPCodUKkNrY4sJHLM4mHRFMG4EkqnHgIKy5G+0BG18PuVDWgeDo/PH04xlQ3I/hZQXANyG5BeIpo+IhewrQby7rUhABaWRSQXJ1Em/y4GhqwqF9FMgTSPWlHIF7wYI5rPbnNFabdfxxt5/qVeUboNxbQhtz+RuTuS64by7/K8zE9xGq0oDDvmykTUY0ThmHPg494/cxLlQG49MUzPpkKL1IaPX5uVxWckhVRbuotKs6EdCKSV5lSSjZwmGiU0kGgZ6bh+Pm4xSOGQ9zdzEmIzK8oxopxW6cbZwR8chd2iv6PQ1EseAbVUppZSb2jshm4KaO2KcrgjG8TiKjrGQYp7NawilPM9rjXf79xsoitElIpNR6FkclBRBGsWlEQxJ1HIpJhrNhe5DUhEoN3p+6dTrLiQzsssbdHlwPcltQT75h8cQGUvk+VDA3g4zSQ3kyhOtLkOeHKcBhIdsVN0F+WG3w869jh5Pwtdkr3dkT5oE0U66MkErkK5rMi/k954MgHPhpN6Zujg+2aomZR9pFPJBBGyhdZSEU/Wk2ISK+reEfC+9St2xjPj068sDjpgZxc8C5ef9BH5m0f+ndrhwcRPe3lyCUjfaA9PBk/bZH/HXi/MH/UByeUftAFZu572AZmA/bPxOCh+f5OLBOgM9YbkjU5EagKkvZ5NoDbx+8aCoQMFax3wPHiGwy5CE6kVT4PYQ/8n3VjcdCDBr7eNazFU/NxTxhQy1748KZppnnTAzkR86yVNfVnxfKGV9PntX4i7//blgEotKNUNeT+j6BfUw4xyWJAMAQfnkdsbSjuj7IWmMTMy45G4GfvrjMLd6PYZ+GKUekFlZhR2QWlIB1WKf5YC8LW9obEzWrugsgsas6AwM7JpQeJmgqsJKNyC0vF4lV1QmwWV8miVx1ER1Esd6PIxHsXIXEExBjQmoBsi2iGgNYEFTuyirYqkLLR8ca10gZbHqzX5+0qT1slsRDoxWZu7gNryscqrR2HYtddqRWMknDWsqHVEqyI6G1DagEImh2r0KCUvUOiIo/Wox8AuWa1obEA7elTjitIJ2IwbmmtEPQaer2ZeIZcpgLy/8Ph6Q9Xf0ZiIagpopojGyPRiN5SaVFBlCcKZ2ZCNP1EZahmp/hPpyAmjdCwYleb9MkNBuVYr6mEVIfaO2pBnLww7/KrnRPDg81vDYxRqQyPdfiPPNzcrivGO2m5oFXWBypDeykZ217Uip5/pDfWwouz5nh0mduZ87/6Buhk35g80HzdXLAqZIXWR6DvdRTLFFXqjgD4wLX4Y7kiVTHJCC5WKWkYtom9hBbRFkC+HFYXzBGXF6S5TEQdHkHu8ZtUbu38KvXeUaqOwb3n50Z1hQdurDVm/0bCgZOIdIooLX5NcjAYPyil9TAqWNs5M3D+pirJKXLQv65H8XezMD0edDtRgLIH9YbRI+/jZiBQyWWQDU+g74b93mhME3UXM0uRKwFKFz5Dlw+58MP+wBua7XKdDRRwG/ylU7i3v901F7IzHzki3rhccBtJJzzpQgB089spjp7g54FkHPJnw+TweDqLDQM3jSbNDp44XGDS7RBYGwbG9BM7Sy0qAV3wtsj5KYDUgu3BX2EHR0LK3XC65G7i9IPm+In3jbXeWBTEZAg5vAckbNyWkUnz2b3T45ENA1j9et8AtCJdHUprXRHnuo6z+4HNJ3li8eP0UrntILpw29r+vyL//H3z8zXBDOdyQqRmFYdfd9AxwpY6cfWFuKPWM2swo7QeBWHuCubsh1/OniFtbUkGFvaEVeii3FH9zu6C2M6rxhvw6o7QzGsNJIzMe+bSgHG/I3YJ8CCiVR+UWVJa6QmVndNajcEE404BccTKoLCeMXJHKqZzHSXscdUSrA9o+oFLsuCsb0OiAWkmX7AKa0aN1C2rr0TiPynpkNiAfPfIfHqmLyKaAavJoFEG7dB6tWtEOQptId52bgMaxMNU9u8XKUB8obUBtSenkKqK2C5pxQSGcfD1FNJNH43huxRhRTCtqF9GOLCCl3L8ypCxS8cHnZkNphKtXd9TqjtoSvMmJr+LyoYOmHuiiad2Kzqyo9R2V21CNKyq3oTYUcZvH7c2KxpGDr+0drWPH3FgWktpuaMyG2kpXbFa0bkNnI2rL6eNoImoBzcJsKB27/VoT+NtHUZD7UN+gDlDrFXW/Ib/IcxXRmq4moWV+kPNPhj+RXza0lzu1GbfxuAMpk1zomdxt7NaHSEvoA+iFinrQcqXoGaUUsFyxuJdWKDrFIpxYCu1lHz8tt/kg1mQdOa0OAblml10YAiqngICDC5xITESl2Uw0o0emF+QmIJecQ65W6lUmiOtIQmg9+fhEE4TTYUU+bHxcHVAoUjEHTSArhk0aInb8qWLosRDgzt9W1D3dQKnjVJ+9MUOT6IjCBDSKxSN1pGsOg3T2LiATMXpv+PyKwSPtKZYeFC2i+SWiGAKKQcRvyfQceu7/OuiAnQnYCf+fDVwTszOybkYRtL/pFU+WtsldT5rtoMJnsdgpun+eRZylY0jWyytuRN0N5Oj3byuS7xut7tZ/isHcKszHf1yPJBuIO+kQcbgwYFr0dEoejMfOcXJ41nzd9gPtomnPApK8RewGj52bKXb3EYldkBhPQfuyyXXOabZ5VlJwFIsJC0bEQa51shs27PqA3Xc2Cv8C+BNUw4ximFGrG3l8fUPVLyj1DbW+odE3lI4AXg8Lyv6Go/1AYz5QKnbvpb2hNATmfCRQd+oDR3VD0y+f/HxlbtK931C5GaW6oVYzCjujdAsaO6MZF1TaI9MBueL/FeOMyt1YAMYFhSNnX4nHv1YLGuvR9vxSlSYgnzxqt6DRgTy98Kzl5FGZiEaonVIE2MZ4HN2Cxi0oxwXldUHpPAor04SOFJmtR2cDOhVQa4+j8eh0QOkCUkshOR8DqmlBYQJK0RsaGyiG6viZP8jMisp5dHZGbQKBxUUcRYsoHQG4UhR8S0mxpmPEYRQLqNrEtSPaiF7RjQ/X0YpKJpriQZNYgl0mAN1qagiN2/hYekM+bajGO076jkZLQGu6oxg3ZOMd2XhH4TY0dkU9Efgb/XD8sEg1LqIzK06OlFkzRhTjimpcUY8bf683VGpDaX/ZTo8mohJxvbERrYmoFDvbB/2VyTl9Pq4id5+6Fblb6b4ScG4GoWmMFJZ+Rf1Gjr40BPLKsRkoFIts4agZlYaibibAXOgHyG6S1YioFM+v7KkTZYbTR2PZaFTDhuqyoXABhY2oB9F/XETtPDWGIaK8sMPP/kHryXVglmSUfIsKKJ1HaT1qw6m2GnibTDELk1143Wc629iJlwP1sFJT70oUQTdRAv7/8JOJNTRV1KayR5pfr0jlNcreaBfNpZg0mnu9diK27oX2SERPeCTsuVaF1MvByLEudOTkZkFpF7F0/uqyU1nWSIpJtgf0LAaJXSQDRODb64hnG/FVR1pK1QPwhacX4TmVrj4R4HzsGuPVAQnCyXfabXcm4Ml47HtaSdMhItF0GJLzX7EbPCcrCX8lA7WMZxPxZJkv2j9sqwPDX7ue624eyy/3hpTX0ydtRIfkXgVOQm/rZ6Zqp1gAd2bBXnuhjfi88oGF9CAW12KIKP53V8+/fTmg1B8oBfhzw84/Vw/3zgfy8YbazejMB2p9Qy58f6c+UOkZtSOY5+bGbt5QkG3VIk4cisOduqGTxyjMBxp3Qz0SzB9df60XVC6gvERUA7v98rqgHD06AfRUs8up3IJqXFAaAf/RozEBzRDR6QWNm1FOC5rRk0vW9HJX44Jq9NQVjEejPFrFItLogHZaUE0zGus5FZiAWoC/Fu6+Gz1ay8c7ukXAKXCycKR3qtGj+OFRTwvqyaMaAzq9oDPs+nMXUE4RrQ105+goALuiHQMazZUO2UhBtXIR6RRkvKf3vtK8X6GCuH5Wgtg1onWcLA6WnXWjCcrdKI6hcUUzEVyrcUM1rWgnFsnc3NGqnzirDY0jWJdC22RGqBXh6CvNYzeiLZRuQ3WNqP4W0bqIo3TNtdhKSyuFRq84mhWtoZhdmQ3lILSZWCWrIaJRK1rNbj0Vl0zt6G4qxjvKkcL1w+OfORaS1kUUjnQOxX7y4NWwfmoVtVBk6bihtALgdv2cAAq3Iv9B+qTQ4q7SFFgrF5GOLMSVXVFbfjZKs6IzkZ9jw8n0aNgIpM7zXIZfdF19oTDb9FEE/xX5GJDYiOoiRWHg+1yplXSp8/K+R9TK0zmm+PxyccSVYmqopKOvVECjfjVVidynks9eaXhu2SBrNFRAKU66zPCzlfYbA5VDRHEh5cPkPS+UlD7A/BHuVKtc4EgoHrFJp0NEdmEIM1V0IaXTjL3zBHQpSkUfUT225OqHPfQBlAsOhhbyREm4q1+RGI/EeDxprqzmRaU2JH38BNJ08Hg2zAEV3yPKwaPoF1RvLKSfO7XeVmSawdPD20b6Si/I9Cx0jOeVCi9RrKPcZbbX1Au+WY+d5cLLVNFEkyoWjf0QkD+mggsnlMc1UR5TCDUIBsmeBorYycDdRlkvSWoT8c0GfH2ci4mo+oDkr9wdlOntn+2c//XrAZV7R2luqMwHMndDo2ZU4vAp1AeKfkYzzGjNDa0m2D/Av3acElgwFrRqRqNnVG5GPZLDL92CYvzgRGCWTxG3HW9o3Q2tm3F0N7RqRidCbqsXFG8RtfGo3Q21YTffPOybdkExLiinmX/XAfW4oLULTkKzNHZG4TzKkV33wbArTk1AaTxazcdpRi8C7opmCNQbphnVuKAdF1SW4H0aPc7Wo7pGdNIN1m7FSUW0ip0yQUs4cBtQXgOaafns6CkArjJpUGA+6oDGeuROeOMxoB7DZ6eb6w21jTg6FqVGBOfWCd0j3eqD7ijGiOpHQOn4Za3HiM6y+67GFe01ig/+AVgrGs0/Kycul2nFWd1x0iuL07iitRGN29BM/HurV1Tjhsawe21tQKMFpKcV1Y+AZlzRmg3HKaKU4Fam+RqVmhZRUmXSJbsVx2FDqyILlQSN2jFSs1Dbp2OotCKqW3LduVuRTxGlI731YiO6YUPTR7SWnXUhwvAD7HLzK0NRKxHEp42CuCHgpQ8HkSElWA0sLJlc96B0G9pxRWM9Q3IytbSWtGE1ehZ7xWJf2Yj20dFbjuLlsKLRHoXzBG1D6qXqV3SDiP/SrecmUuCVwlENngAplAtdcQsK61Eaj9x5FNajHmb+mBmZW5BaUjCV5ZTymGhz9WttSjpwKi1dQGEWgpfxKO3MFQjDir2NKFxAI/RVqqIUHY9Uexyc/wToYgiSil8/hfC9iUgMxeDdwy9vSPM2yqMUi3Y6kDYidRSQjAGJ80gHUj3PPd0sqfJIR4+9BMuelSyG1BGJkayATBC5CijfeK6VocuwGlh80otkcIaFfP6bXIxKM9d0ULKWZlhx+OuK9K8UwAuZBvYq4GBn7NwNiV64BNLOOFiPnSZdk+hFVuYwcZyIlpGogF0fcHiLSC8eh+Fhf+UElFzokMpUxP5Ts2BROVyYe8i+c1lmpv+FnfO/fjmgFItmo2+o9AdO6g+8qBuO/YK6v6H4HlD1s3QLCxo9oxluaPQHmvEdnbmxu9Yz6l46ffuB2n3gpG7o9Ix6ogh81KR/zvqGk/3AyXzgaD7Q2RtaPbMgmBlHs6DRFHNbe0Nn+e9GexwNAbs2iwix7IAau6BTC7pxRuP4+9wuSI1HrUUvMB6N9uiUx8mQ1mnHBc1I8D2bhSOx8mjcjNZ61HZBPVFb6ITWedErinFF9mMhwF82evSlKzuqgJP16KzH0c44mwVnHdBpumQKy+6/VdQZWsvi05pVQMrznEZmFCpDR89x8jhaz8JjI/JpFQomohojmnFD7Va0LqC8riivEceJt2/FnlqMvE/tNrQCaJXdOFWYDccx4vgj4DSRi8/HFfUU0QngN2NE9yPiPEXUV3bqzSTFRdGuerKPiWNFOW1oRuYTStEBaOe8o3MrmqvQWXLss41SxGjxPZoVRxdwdPx7Y1bU44p6DKjHiNpF1C6gHleZKO5ozYqTDmj7FZ3acNQRR8WCl4lDp5bwVSphqtysaOyKdpLXXjNrUVpxRRmK88dhReOoozwyFq1b0RgK9KWJqG1Ae/WoR6EbVUSrAloXUI0BheUk2VjaJ/NhRWmCFApOi5UW3l1JIdAE/NJ4ZNaLEEs6p1ae2pwm+GYmIrMC0G5GOTKY2TxyMZZTRK08moEW6VwFameOZommX1H3Ea35FbTMrScN6mbkRta0aLqSasPHTkSzqIfIHI71yBTt4sWFwJ9qsYSKrTXXHpljOjjXEhK9RDSKG4KThw9/CHKtDAmUqYdAvSA1C0VtK8sWTUCqVtkm8FjmOCN3Mw6WnXN2iSgfGwV6FobU8HHSfkX6nV14IjrBXvYP7SRclhvuLttLSCt9i8j18snd573nOauFQu/AovCsKHA/DwFPIkqnfaA93iw4yAaEVHlkWgqnrKk5qIBdv+C5p+bxrGiVzcTWml0YdssuAfs+MJ/0r8TdUs0o1IxSzSj7Gzr1jpP5A62+obUfqIYFTb+gvczk/c07av2BRs042hu66R2tvaExMyp1QydgftQ3vJgbTvaG2txwUnUODaAAACAASURBVDec1Q2dvuFobmgNqZ9WUyxu9CyPuaBRC47mhs7OLApWJojxhuM4o7Pz5we20wu66YbaLeikUDRmQac9WrOgNAsa49GZBUe94GxnvLgZL5bH4ReOX8LWLgR348XhQ36+s5wmzqPH0TFsltkV2eQpBg8CCjqgU5G3kW6vGWd044Kj9TjZBe20oDMRL5pTQW4J6nT2kC6orUc3erkfu93aUtw9WwrKqSZnnl835KN06iOpm07zts3Vf1oVG3Ht5I7c/oODr9yGcuK5tNbj1QX85iKOhrtyMkkKV5Z0zsmtOI4rqomUz3Fccb4GtCLStmblOU/k8itLPeOoVxw1xdvWbmjthvMU0V1XVNcV9UQ94DhGhrgmBtxqtfL8f4g2IDRLfeV9G6Go2mtE7TghdCbiZESHURSzq4F+/uLK6eZT4DYSjrMrp48xsMjagHYkUFc28n2ePB/LCYg7ipv1yNu2JqA1NAfUV77/tYB4pSOB3kV0Y8BRk2JsNSmWyvE4teg7lXDylUywrQuoZWIuLN1m1H4CnW+OtEwhU2Wpo3wuFz629iIGe1QDszONDmgHnktl4mcmJDXS2Ts2e6Wk8TND3apQEcXIc8yGiIMLNFgoAduB3XSm5fdajvlYmSJdezEtKAfPJL/xyBXBrVILNY2LXIxJR6SW00gxiC1VimKhPSo9I1Nc41IZKTZDQNmHX+tXVPgUXDNN6iXrV3b92iN9pKoVRejERNmAGpDJ1oH0jbuKvkmHXhheYXCvIw6G7qL04pG8kcpJh4D84lEMMwoJoeXfhZoSYOfiygXFQJNKamQzch+R9gsyvSB1M/bWf/L+ieFizYNcR+XQsyjt3zgB7DX1g+fLgr0N/0z1/NuXAyr9QX7dfKDWf6AbPtCpd3T2Ha19R2U+UKsbCk0Ab4UKqgYCdzndUE7k/xt1Q2s+cDQE91f7gdP4gVxcQK3mpHDUPE6rb2hFRG7FUdQNCxo1o9MfOOoZ7TijGWe0duaH2LCDaZXHUS84mhlHt6C+Uhhu7YzOLKiFGqkNvxS1nXG2AWez4GW84XW8sXDZR2fPn5O58XE1v3jltKC4LigtrZenkdMFuf+ATgd0Q8DR3nC2Mzr5gnV2QWdFe7gGdpFuQWNZBFpDqqIePY424iTCcmEpjLbOo3Mer6PH2XmCog04a1Iz5Uh7ZzEyK9BMEfVI8DoNK15swHGUrtsKjaToBT/qiKOO6DSpmHqK6K6Br48LOFo6VhpDHjzXP5G5DdXfCOiNWdGYO8VSF3G6suvNHQXT1tLKejQbaRrL2590xFEsou244jyuPBfh+lsb6SCyEc0P0lntsFEn+LGivAolZFY+3x+km47O48UGdGaV7lustEP8dObUhrRVLVNQK/Re7VY014DWciJr7PpJjTWaYHiSYtI4jxfHAn4a6bxqTGSxFftwo+jKKmUlRGnZ7R/7DSdpDDoVcBxJQ2ayR6izC5rJo548dQ/NY7WWzq9CmpOH26lRtCoXhhNiLdbUql8/6bNOBXTKi7jNc2y1JOElAV/agMbSMJFKZ5+YiMR55G5BYRcm9RW7zkLClJl0x4XxKBW58VQRaJuetFQxyJqWKSCZPMNsPde/J0NEY2fU2otbiLfNHpqakQCo+P4TCffVhpbxUnnU2qM1xKZUe0kVcxVLrvj3XLI/xfcV5eVxhT06YVLFwGllZ2TXhfT2Ra7LMQUcJo+9ZmHK+4DiElk81MJdZMrLqgsBZNlefLgwY7AfuHso7Rfk6kYRWC/I1YJsmHEwM1I9c22OpX0+057n1otoPTAX9ViNk6kFqZ6R6gWFFDbqHpyqMsUNC6kKeL547Iz/Z+D/b18P6MShU5sPNMO7FIF3dIZ/L/QHav2BVn+g0+9o9Adqc0NjxLWjbyjsBxrF37f6A7WaeRtHS+fRssNv1YyjvuGobjiqD3QyVTTjB9rpA+fphvP0jtP0zsnA3tC5G/l4NaPSfNNbTVtoOS6oJ7pwKjvjaEkTHfWCznIkrQzBtrEzjnZBZzhFnBwtoKdpwat7FA9SSq3mhNFY/l81UkA7GY+T9XgZWVzOmv/uVMTZLThPPNejWXCyCx0/KpDzdQtaoX+6641d4fhLBCw1u/32B7v9T3rDsdic3IJu4rGOLvI2D2FY0SbZaQJZfQ3snB1F23qMyMWb39oNRxPxajacBLTKa0R7jXgZA45Xj+OPgG4M6BwpnMqtaK8rzlPA2UYch/tnIre1K7v8a0Q9sSB1UyB4uhXtJJSU2DqPY2QHP27o3IqjDXixASdDl8+npXOkptDpFZ2jXtBM7MZL8e23jnpE6cQuKiJ0bTY0+i5unxXlFHCaAroraZxuJD1IoLyT4rEBRwH+1lF7aRWBvTUBpaU99VUHvCpahWvRDIphRXMh0LbOo5kCuvGXz74ZIl5UwIsOkjbnJMl8x4rGLDjqG0HNBpy0uH0UKZN6oN2xGvl+t5rTTCuGgkaJIeKyob4wL9D0PG4n028p3XKr+X0o3YJaXGqlXmTHVJSum2tKShO49dUG5NLoNGZBaW6ozYLCLHQaXRiozB0n7FoSwJX25KFtxH4kRVUN4Zed1QbUbuGWXJkMckNtr3Qz8pFh0WRckBkGMUsr616kgOWa3X3+sHJ/LojkfqNCeVrJtXTVQ0Bx2T73Eu1NRKZIi+WW+aVcsxjUV7oUM+1RyLLJWnFKqQaPSlFjyAYWtcSxYz98X5FePFI1Y6epQRR6xk7PeNIMyOZqxkHNSAZa4TO9ILU3hmSVRybAn0ih4uQ1o1aLFMkF6TB/JpMzvaAYFtmnNtO99SZr5/93que/fTmgVQL65h2N+kCrbzhq/r1QN2T2HZX5A0f9gVa/o3PvaMf3T2G3tTe5P2mezrBINGZG62a07gOde8fJfuA43NAZCsVH94HWfKCxH2gc6aJu/EA3vePVvaM1M07XGzqxd9aKX46z/sBZaKCjndnRG4/qH4rMiyW11KkZnZ5xMjOaiYWiMvJ/IgZ3bsbZzjg6ThadWXCyM7qJf75YT37eLGi1Z4p45O1PjkDe6IhWe/7fyEBW68jvd3ZGe53p7nEe1big/kFK6ewWgpohJ96OnvTMuOB19DiOdBadJ4/j+EtgfnXcOdQ6EXvViuMQcVIenYtop8g/NUXX8xhwcgFH53EcA1ot3fhEjrwaI04/As5/D6j+H/LTrzbiZFg0SPFE0jxqxXFY0YlFsxK6pLsGduk/Io5TxPlhn3T3z9USrZUuf4ooJqGP9F28+3dUI2mrxjJX0ExCB40Uhxu7kUaSCaKzK9oxUi+wEe3k0Y0UiBvDPEKpePvz5HGePF7sgrNdGIYbOR10Yt9sDDv/emTBJc3C17EyK6dI7XGygTqGib+oORNQToFOLhXlORE8ayketSbolzqiMRuaIeKoaeftpplrLrRQgqNYlDV1qdZ6tNeAShPwT5Jwr6U4HKWgkNIhjdMpaT4s6U46ezy6gaBfS/deDxF7x1UShVikG+NJLZmHi45UU6PIpxfGf+YCyoc4Kg1WJYaLVjSxTK1IHbn3Uq2kaJR09Y6g/hCVU/Xw+3MK2Fm6dArZyJsb7gTLrUdqhfseSNfkvVwoSgWUsqOLtNWCzHECKS/skhNZ1LgzdOo0ikUrsSL6DtIEKpke1PL5k0m6thjI/+dCOaVuZsf/tjJ3oWf5oXDMy9kKd3+haJzI82TXP/O1HWYUlwWH3ksR8Mh6BmArod0SvSCxXK3zSwOISPRCIf0SkX1n5uifXT1fDuTtx3e00zsa+4HWvONo3tEodt0E8ne06h2t+UBrWRQaReBujQi85oOAbincnu07TvYdZ/sHTuaD99c3NOMN9fUD5+kdrz/+Eyd3Q+M+6N6xN3SiB7SOxeToWBAaRwrprD/wYmeCsuGfrSOwN+ONArGeCfpuwUl0gVZAuDEzJwizoBlvOP/4kCmAX4ZWdICT5TG78Yaz9ji7G17sjN8sXUhnxwmi1l52+cx41TNe3Yz67zPKq6dQKMlkOpbIE1c2oHMeJ+fFgUSBtxtlPYXzOE7UA44jwbr+wW6XNITHyQW8Oo9XR9D5zbKjPF9W/KYjzqIpnI3Hiwl4sREnS+76H3WDo1nR6RWnccVv0hmf3IrObTjZFccpMMw1rqh/xF8rGcSrX9kN9bjhdJUpYfLoJvLtjRNaxm04TUIjXQOqMaL8G11EzSDCst5QjpETh4s4Wk42ry7gaAI6c8fJRJxc4PGn9TMUdjI8fntdcJzk+dmI0ygTklBJR8fXrTUBneNzPV4fkxMnpXakzZavDTMbrRYgdQEnO+PsFmoAasXJRtSTp3trEqOBY26jcR7HKeA8erQ64GwCXq1HazxqzeO/OI/aBX5eRupMjVvojBNqsB1JI576X/pTa1mYOO15nO2CTtGv3zo60c52/uT2H5+r0vDz2mmhVGR9SKsjWr2gnHjhpFZT+6sVu/RGBbTDjFYtKBU70ULTcl1bz8e8epQTKddaiRHEzgx2PjpvQ+2sUr8S/bXyvA6BeP2TC2mZUnnZfhvQDDNKtaBwC+perN3TwimlJ9DnIlLnPW3kXObISaSyFK2Lgcso60tEdeESykwvsi2YCyWzi5d18jMpNeNleqFzJtcLJw4pFpVjJ16rGbmZsXOSZ9KykcA+rKKeXbleOGWJKydznm4fw+OXPc87lW3I+UBKKjWkhbg7KNLROEjY9pGPEKvo4bJif+FKln/m+L8ekI0fqKZ3NCP5/E6946RI9XTqAyf1IW6cd3SaE8EnrfP4nb6h7Wdy/O4DRyf3t7z/2YiDx9HBc7TvONsPvLo/cBo/0LobOksAPrkbXidODs2DYjIfOLl3HnckVdNIx/86vaN1H6iNZ6cuGYJW0VFxnAjYR3PD0bEAtHbGi7nhxXzgxbFwncyMkxKrqZNO3fHndbyhczy3s5vxYtn9n+0iQvGCF3fDb9MNr5NHN868nVtwNgs6yQp0jl18azyOdsHLyO6zeqSJpcvvpgXdKFSSoZDYXD1OV4+TIe/7Mnr8D+dxdgSrs/M424hXG/DifnW2v1mPVxEfOxfxOnm8TAu6q8fRrDirDe0Q2dEbgmY3RVmjsAp3HqTjD2jMilbdqW2IU6eyQsdMEdXfAuq/e3QjaaHGUbg9XgnY7TWisys6R7dSbfl8joaddTcFnASA24kdd+Pohf/NBZx/BBz/Ro78ZaR76jR6nH4EdFdOK+UPdt9HG/A6BpzGwNfRUgOoRwrH3cjCedLS2UvxooOI3P5ZimUz8XxepOCepeM/O4/u6tH+mHGcPCmqkWDeWE5eL47v28l4vJgFJ6ErO7Og1nTLFOOM2nhkliHDxt6kIeFU2ZoFR0d9qBFHUHXlZHC2C07G49hT1+jsgvM44ySNSWEY/GqmBbWb0VxZNEodUDseu5KgVyXHbrTw+0YaImmOWrOgGWSFxOhRj9y7VU0iHGtaoJnen9nlTywOteR6MrV+rl/JFMNppfK0mY4UP6tBdmypiOYiu4jEeVTLIsZsXD6vB1IZz31DKiK3C7KR4nRh/GcgLDNcnFiJmNwoUsSluXHTsNAoqSO99OieK8PmLRdHVWlIq2RqQWJmZGZBPjw2Dd+QyPaCWs0o+iA5KTp2Sjcjnxh2fVzQ6kFVVYZrbqqBVE8xLAL+cm6GE8XDDvq4rknWE/Q5OdCOutcBqVrQ2H8V4Pp6QO7e0Wh2+I15/wT4o/pAp34B79l84MX8QQA27zhKUTiJkNupG1rh7RvRA87Dx2f33o4feJn+wOv4n3g1D2cP3Ty1m9FNHzg7AvFv0wfO+objMIu75x3n6R3n8V2E3hteNCeM0t5Q63eczAd+Mzec1IyzoXhbjTOqHx/oxg9mBSxpo9YsONt30k2SJTiNM072hrPlhFCNHFvPdvmcME7uhtM04/V6w3m84WUi2J/dDS8j73tys/wfKaRXM+PVLHg1HsdxRvP3Gd3k8WoWnMcFp4l0TvdjQfM3do3tuOBoAk6KaeJW9vl0o0enI85jwG/jgqMWV9EU8HLl8Y4Tu9ST8TgbAs5Z6J7aEVhfrxQRX6aIFxfx2xjx8iPgOEW82ohXR43hbCNe1IqzXXG0FG2Pbv3sxjsngDmuOI4Rnd1Q/C2i+RHw2xhxGiPtm2I3Ld2GelrxOkX85gJOk0f9g8B8Hj26K8H75DyO0k0f7YbzGHGeOCGd5bHbyeO3MeB/GBamaopoJxbXRtw0nIoC6Tob8Drx3/9hOQWdnf+0b3YyWZydJ7WjVnTDhlcd8WI4VXVXTg3n64yXq5fz43m9jJ7TwjWgngJyxx1PrfGkbCYCdCf8fTfxvAu90s1lJP2tuS20c9SjXkzAWXu0IwOJ3bigHikEd3bBi13QmRspKhdl/QgbjtotqEZODqRvSN1UfcRZLThpMUpcZ3SKWlYhU2htPZ09YpkuDOmUxkpiXZOKKgUUy8kjGyXprhYCpF5QD+Td85HHLCVAVhmPxMqlWQ13eB01i0FhZ3bSZmFKWdMKml9WFJZ22EJWxhTSrZd2QWk8ErsgkwWPpZ7RGlpzSyNBR8375m5B5Wg7r8zyeUGqxC7Yj8w6VJpXHUxHcSDZhysoyGPPSISeybV0/6IVkHLyKCQQm5sFqbthP91wmD6Q25mZKMVlmLVcByXvZ1QDKexCzUj0jKyfUVxmZD0DaHvN3ULZ5ZG89iIiR7lWiRdLKg0m/wT8//XrAWf3n2jdf6K076jtB05WeHz7TlumoqB7Vu84m3cpAu84SUFoDacA2jjfKdYKXXQeOBGc3B84T3/g7P7A6/U/Pz38J/2BF/uBs/3Ayd5+/egbWnVDO37g9fqOs3vHyb3jbG94cQTYF3PDeWDx6MwHXs0HXtQNZz2z+x4/cHIL2h8fOF+pMXSGobLO3nAyH+j0grNbyJVP5OI7w279PM04ORGMNbun048Zxx8zzpM8vthVX9yM3xx5/xd3w28/KFSfxgUvbsH/cB7/ocWaeiXtcxIR+CyUT/djQfdjQXslz38aSdUchccvXRRfOAW9TqyDrfU4XRf8x7TgN0MH0HkM5KFNwOvkhd+njtBYgtvRkd5obMT5GvB6ZTf9evX4j9HjN7vgPyaP31zE2QXxuEfqDI6dcfMj4vTD4+XKiaAbI45/X3C+BrxcxZJq2CWfxoDTNeLsVrxcI/7j6vEqtM6Li2iuAdXfI0VYcRMdp5X0lKbwfHYeR02+uZs8Q1oTp4pG6JjGcjqqrrRAHjVpiGb0OI0PaouT1ElHtKOXAJpMYIaazquOOGtOFK0lfdP9CDheF7z8WPDb3244OQrTrxO7/1YW7B3FnltasQIbFpizW2S9B+mhkyHnXhuPkyGfX2lqBrWJ6HTA2bHxaNyMapxxmmY01wVH52ll1mJYcJxwaxvQuMC9U+OM2s4M/pkFrZv5GdIeZy1ax9WjnWYWgusHquuCclpQXamd1cZzz9AQuSLcMtne6huOStazG4Yqq+uMcuKCxlq+N81AoTW3gXmDgcctjOdVw4zoXmZhvsd8UFT9IaYNKQCFobOptAtqw+dVyyLIxkiKf6S+UCpeU4Q5IFkGaWS3mGYhqga6FAvLPWSVmpkd0rKuRjYDp+IsymWaqXtx/6gZpfmg0K1vKB5Zo2GRqYa6RDlwSsjdjNx8IDUzcuN5KduBx8nHBbm9IdMzijemiAvLi1el/cJUsaaVNtXUOgrlkV8YtK1knX5+oWOqvASmhIeFzq9/5eo52j9Q2z9Quz9Q2w+c3R94sf8vuut/kpIxf6C6/sGu2ZLGOQtwnx9iq4i+3fiO40jx9+z+wEncQSf7B17sHzjrD/zm3vH/0fVmy41kyZLgp87t164rUiVVEQySgO8rEHmlH+YbRrqSgJ/VwewR6UkCvjsY2b+k86DmiJq52Q+QTAaxOEFCzUwXO6GeEDcz0mZEqibEekF4XhCdJ4R6wt5OCIQCCtSM1I5ILME7amaEJ3b4USOagKKAGyqKxswELAgNBd9IT4j0pj+wW0/cjEhGYrpsJEUsQm+sZqRq+TnRKH5w9o4cf9Kwo48E9COzYC+PCzVBfxu3Q7sicjMiI7RQw1DXa/OJuFnJ0wuFkOpVQJsAG6o74o2n15wASDGtSA0LR+TuSNyCyN5R2BWZviMy5I9Tf0fs7ogtb0lDcfJFNnXu1P9iJ615v6RdkZo7YvMDsbsjb9nl7Q073r3QLqF8ndk7EnGxRJ5CdKJ+PMTpUP1AZni/zHwiUz+QNkLBWIqkofrErv2B1wsLW6D+F0Lzg2Br6FAKDLvtVNFREzZ8z3aGwm2iV+HVf7qT9nalO8rcaTF9+wP78w86sc6fCN4++X11R3S+I3FyZoMljZSoOxJFWi4wKzLHaS9pVoTNiuAsOoE4sbbOP9YsKrG6IzELYkMRf29XuaZVHGxiMFALwoY0SqBWxG6R8B+fd6fveJGOP9Yrsk2g3kRgcaCF/8LzB1r+9hSnz1BWnDzpT1KqDZucnaEmt7f8vIRmxotZ8c3deU6BBCWfZCfPQ3SWLM43veBJ03XyqhZ+jpqFW3SbBc92wRd9xxeZoF9/XR9i8DcJVH1T5Pv3asbeLswkNJ9yyBI57y9vDIq9Np/YnRdmEmS77/60YPe2ufc2swf1gK9vPxj2FI3hqeE6mo1WeT0t1C5+laSwbB541lwM+UWzmDzOD9lol7c7nt9Wob5nBj3Vipcz9519VVxN8/JG4fhJL/hynvBNTfiiKPy+nPn+fXULvukZL6cZ3/5558I6zRMPv/16l31nP4/IpcC74svbJ15OC/ep/fc7vv73H/j2tnL/2nnC1/PM+/5n4P8bXnWPVzUi0j1i1WOve+xdh9h0iJoBez3gxY/YGxaFyAyI1cbtT4jPI5LzgKjpsRfQTlp2+KEaETQDovOA8DwhURMSEX2DZkaohf/X/P/4PCFVE1IzIPIDXtyMQI/IXYfc9aRhTjIRGBFezYTYzAjcjMBNCJTQSGrBq6UddN9M4gKaSMdsj9VSADy9+/FJRGO9IGpI00QN6ZvIzIjchP1lws5T4AvdisAsiM8zAss/2r3h41M703mhVuzdgpd2wa5dkfgFqZ4RCX8bqwWZWxEYdneZ3bj/O0J7R2I5MaRmRaJXxOoTsWU3nukNpCkC782K2M1I7YrEbnw/wXgD8dwuSITGifQnMvOJVFEMjvQnckM6ZHfm91PHyWBvPhE53vbqBwuD/URq7ijMJ1L1B0L9SVrm/AcS8wOv9gd27g8Emk6kXIA/06ShEvWD168/ETtSWLH+xN78wN5/4qX9xKv/RGTFlWTuSM0dkUw7ob7THmo/ERjpdtUPJM0PBOaOZ39H4FgwXw0TuLG5I7Z0ZO1OP7A/rUj1HbH9xLP/8VNLcXdEhvTZTlxae32XIrEifPtE9Ct1j8DeEZnlZ4G4zKTxmk9EZkHkxAlmF+wM9zXt9SdCJ4FAw4IQNaRuYsMO/eX8A4FasTMLnUN6pX5zuiNp+Df8aiS/ollQmL/4gVdNcI/VjEBx99STIW8f6M0qvSB2ExIj99UzEkUq9dUIWP76h1ic14dT7+X0yZUpZluuKDbH5o5vnkl9npo3002nuDtrr2e8/FMOPDoRwJ81xc/XZsGumci5n+54/pUU0BdDgXp3uvMzfZKiK0XpteGesefTytSuW/BNdoC9qAX/+JVnBn89f+L5bcWzHC71Ra/4m17x7cSOmQvwVnyzNJnszlxH/7I9j1nw9Uzb51NDiyfXxTDHsDvP+OZXPLkFf9czvkrheFErducJX09cdx/oEc/n5VE0Xh7bjhe8nCc8nycuyzwtXJD3f/2Bb/+849tpxj/OK/5+WllM5Pqe7IK9LNZ8UdyZ9kU2Kn85DXhR658Df2B6CVVNSN4GxG9M7oZNT1vneUBwHsjxqxGxGRDqAbsz6Z7oxI4/epPErh6RGHb6gR4Q2wGRJk2UNCNCQwop3BxAIvoGmhx/agYUvkPqBkReaB4zILEDMjUjPnFaeLUzQjuhcgMyPyB0488C4gYkbsReLwiaBaGeJEdAMN7pFa9uRepm5G5CoPjHlDQLEj0jcxMyS0opahbkzYLMTIjaEZFm4di6o9DMiGVqiS21hUQvSM2M2PCDtbciDtsVoeWUwOtaEOkZqV9YEC4zsnZBbKUDtysS/YlEfSKxFPAidUfsWHgytyJpF8RWBEe7Im4XRO2KyBEkY7tibz4R208UbiWNo+/I9SdityDxWydLfSCVkNKuYaArbEgbRRImK+wdmSYQR55dfK5/IFOfiEUcDhT5/Z3+gx25/kR6+gNJQ1COznQhpZbPGdhPhP4HIvMDqSYls/d3JPaOxK0POml/WRD7O6KzbFOVorGzP/Diya2HiqC/UWav4ooK9c+OfN+uCP2MfcPtqpldkLoVe39H6PnYyK3I7IJI3/HsPvEi9Fvc0C2zcytS6eZjdUdoF+5mcivSdkJktkmURS51pAl3WmgmvYn4d+ztnX8bDQt+ZhckbsL+LPZdy0kgkOR3oBZSUI4g9Xria2xOn9fmEzuzIjScSuON21cSiLScTvdnyZvYhZ8JmZz3Ym2mq+WTZokzqZBdQ7fcc7OtVLmTChUH3otYR1/UjCe94MnNckYGheUXxa23304rXt6oJ3wzzAO9bPRMw9d60nd8cVzBslf8WfbNwmzMr1zf8qz5s309rfi7lrXv5y1HtLDrF/7/uZnxomd80TO+GjlESlF0/XpmsX1VtJvv9Ywnza3DT6cVX/QiFIscICXnlHw5MUT3Rc/4YmY8NTP+fqIg+9Jsk8LymBaCk6yrP3F55U6RbvqiOAG9nrm+5vntk0XptOLrG7n+vzc8EObbP++kwn9lkdy9LXj9J2nCb28rg1/nO742M4Lz+mdUz98Q6gH7ZsD+PCJ+GxC9jdhJUGtz8QTNiOg84rWZ8KoG7M4E/sQMSE2HVAuV0/AWNOTnQzsiNLRueqjFSgAAIABJREFU7vT4052j6KSJ1YhE9Yg0HUCBFZunlmKhJ6S2R2oHxJqFJjiRrkn9gFSNSPWE1IxI7YBEj4jVIkVKqKjTwoIkAnUkfH3sFpR+ROkHJJaAHpkJgZsQugmpdD+R/lkMQj1JNz+RfjITEsspghSKFB4zI9MLO0s3I/YTP8xn2kGjZnnYTBMzI1MrMjMjcwsFWnGqZGalk0XfOZnoGWEjXbuZkZhF+PhPpGZ5UB6p5mNzAc5IBN3Er0jaFYlbkZgVoVkRmB8o/IrczkgMu02KqATVF/dJwDN3Fhr1iVx9Euhl6sjOnBxicZ3EmveLmh9IzA+ZPrjDJ1WcMGLNIhNq2jwjLZ1/wyVngflE5O6I20/pvuVrx2KYKr5mKALtsyfQR47UWmgI6sFjUliQaoLsXopbbPg7yswn0kbE13/pngNzR3zmDqfI8jFRsyJRKxK7ILULSi33MT+wdz8QOL6ve6GDQkMgj/1CAV9cPakSUFcrUmkmAr0g8CuSdkJiZ9GXOAVEWp7XLdgbevtDMyO2E4NcJ3L+geHUSf2IdGNsZsSWDrRAOPNX6cIDWSIYGjYi+zOve6/J1+/UIrmZiVkcJVt0hb9+Ngt2dkakaLPmhM0C8KxnPNkZT3bFq6YT78VQr9g3y+PfvjUC7mcR5u0qyf4VL5YU7L5ZsJfg1D/UH3iyn8zGqBVfzYJ/uBVPRnj4Rmykmi6a7XW4uJGvtxdu/UUJTfR2p8B9ouPmxc941uTvaT0Vu6joADslNM3pE0/nBd/cgm9qpmD766dYYLnG5mk7zrah3fNVck/PdsaLnfGPZsE/mhlPpxmvbwt1gl/v+Haa8HTmLrVv4j7aiuOzWvDyxvs/n1mgvjakxb79UzILpxW70x94+k8Brr/8DTs1IDj33M/TDNirAYHc9iLW7lWPnaxwCE4j9m8jwmZEaAdEtkesBsQNwT9U9PoHbY/QDAibGbGe8GJGvKqR97U9IjUi1j1yMyBVA1LTI7ADdlqoH8NiE5vxUQzCZsJejYjtgNwMiM+kcEI1IxXnT2BlmpBlcHEzIW4mZGZC2kxI1YzcjP+fW6JGRJZdWmBn7N2ExIyIt3HYLARGOyI2C0o3IPcjUscPaGhnhE66KD0jUCsyOyF2yyMZnJoZkZ0Q+4nagFuxdytisyCTjECk2EEmZkHqCMSp/uS/uRmJZfCMnTKBKjcrMssPNgXUFbmVbtQS5HNLOigy7Cxjx+enE4h0TWbvSO2CxFEfiIRGYjEh8Cf2E7H+Q2gmEV2bH0gkNBZYUiMEqjtCsyJ0XBsRCdcf2s9HQc3cHan+A5FhIaB28QOp3q75juSyILErC4ZbONGYT2T6E4W+I21Iie0dfeqxgH/kqAFs6edYil0idEnoVsTthH1zR3rmexA6iruh5loHOme40C82C3LDoh1s4K9WxJKqjpQUW3n+QC9INbWMxE1IZRIMmk/mK7Q4sFqaBSj2z9jL6o5QDAd7uyKUaTGQ69k3FK1Tw8kgVBSNqQVJY6HunHgvEwKzIvYLguaO3RvtxKFZEDnSU6lZkLQjmxFF22ZoFuzsgt2WQndCZVqCJhcj3mWX1vRzwaLYUHnIkjj39Ha2B0F5p5ZHGPKlIVh+E+fcXjj//Xl+TB+BXmnFbhby3OJh/yrOoZ2ZsGu56v3J3fFsCYzPknQNxRn4qkgBPZ+3XV93fPWkr7ZOfCfX92pkzbwioL8qTiHP0oV/U5w2nn8lzfWiKRI/KTmqVskZImeunH9W3HjwLNPEXtNMsjME9KfzhOdmwjctSzPVxP1pbzOeTvy5n84LNyBvOQVZV/EsTsrn84Kn88JrbGY8nRe8nP9kV8//8Ze/PdYz7JsBwXlEeB4QmhF7O2DX9AhMj9D0LBBbV38eeV81kM4xHSIzINI9EqGCAicBrmZGYLn7J25GFKYn/38eENmOwN6MSG2P2HQsKM2MRBPcIzNhryckDYXmyJLvT/WIpJmQiLc+VBMiMyHx0o03M1I9IncjnTaaRSTWAvxapgU1IT7PSMyETETbUPHrxAwILD+wuZ6QqAWpmlHZAYWduO9ncxkZ0QrcjJ1ZEfsJiZuFr6dAHbcDRV61iB10IfDI86eWoJE1pBkSL/uFlACxm5H4GZEXILcLIr8i8gt2fsWrv2N/uSNpOQ2kDbv/RHEqyNQn0oYCcuYWagHSzW/8fWI/kRiKktv3g+YTScPCEMoUkds7ktMPpOc/6BxqV0R+xb5dETt2tLFbET2ESlo2w+253R2xvyPRTAjH+pNCqLsjdSvydkFifiC17HQZQmPhiswdhdsmmx8UYTUpjUQR8CNFQN6onkiTm4/PIjo7FtNYCmvmFyQt9Y/QbIVCCp8hOOZuQSoiaiRCKydCivaZm4U+WxC7mYVL3xm+suzuI6Fv9nbGzvPDvwn228qR1zdSN4FeEZ1ZsCLHnMBOyb4gS4rmVcn6kIcDTUTe5s4cSjsjdGxMdptAq+/8+2s4EceiIwSSo9nLYkEmiO94kck1snTGvSquLn9VNEV8E+ooUDykaa9Jge7Nls+Z8XqiyPn110+8NjNe3ijevm6uuTO56tdm4aoVJ9ehloe77UnzUKbXZkXw64rdr9QJttT9i17w7Cgof1XLIyT2fOK1frOzOIg4DQTSte8tzSmvzYJAthe8nBc6rt5ol30RQH4+LfI9OcNEQP5Fz3jeNhmcSXO9Wm43eFGyweA8UQg2vO3U9KByXt9mvLxNeNYzNxk0srzybcbrmULvV/XzONun04qnM4sCl1tSN/h2WijqNhO+NjN2Zv5zqie2A1IzIDM9ojMpn50e8WIGBPaGyHWI9YBYd0hNh1j1iE4jds2A0NCiGQo1k6oOqe5//psaZFHbgL0ZEZ8p7u7tgNB3SFyHuBGx14wI3YDI0LGT6R6FGxCbAfuNZjETUtcjtz1SPSAx5PIDOyC0LCCx6AeRmpDpAanrkXrSMmnLopboEYVMDYkdkPgBqRmRGb5GoPhhzhzBegtuRXZGJsUi15wCUjcjtRN1gXZE6ifEmqBO8N0snpxISC1wRE9buikyMyM1M0q3ILMb7bKIdVJAXs/sfO2C2C2IHQE2tivpjfaOoCUfnopAnEh4KxKOP9V3FHpFrujuSQxDZollniAyd+TqjlwxJ5AI/ROqT2TNHbk8byaAlhixkTq5LsOJITX8OjELEkWa5tXQiRMrAmoqAJ7rO/LmUwTpFYn9JPDbOwrHDj50nDZyRadNbEgxJQLQuV6RqxXJ6QeS5o5MrSj0jFyz8KaeoEx6hkCa6QWx53uX2IXgLlPYzvx048SG3yP4s2jGllbUzK3I9Yy0mZGoOzItRc3MSMV6GWrpZNWK8MwCnlgW66idxR3E4p9YSaKrTeglJRhtf2uGXXtoVnxrJS3csEuPzITU04gQ6hWhZmOSugmZH5GZGbvN7iup86DZAovSWFixSwsFFEi3+yLNTXKm5rXT7FSDMymYZwlI0txBamYn03KgGZaMJDj5chIOXeikSBqtsNkmBFJPz4pupZ2EJ3dyVveLFvfPr7KGQm/3oZtvL49jt81CQjF7O/+bKx+eDRvS14bHxX6RDn8n1sndtkHgtMhWAt7vW7MiOC+yp2zC1/OEb3rBTlbYcKrgZMEVNpwESC+xEH5182PFzO7E8NjracbziRbTF2Esvp3mn+nn84KnZsFXS/rs+bzQynle8GS31Tlcg79/2yiqCaFa/hz4E90jUx2S5oZUdYhsj0h3yOwVsb8hcjdEpkPYDMh0j1Bon9T0yOwVke1pozyT/gnUIPbNDrGTScCMCPyAWA9I1IDADkh8j1xsn3slvn/T83kbAWTTI9UE+Uj/tHDGakLUcNKILQXk2EzIVI/Y9Hi1MwIzITcEd1pIZ0TNRAup6ZG3HXLbI9EjUt/LFDEg8SOSduQHyUy0kboZoefXqWJQrDQLCkt7auYmlJcBuRuRqZk0z/uETFMYjtRC7teTc80si0XqJsRCA0SeFExgFqQXfoijDUg0hedSL8iMCMF2QXpekGzdpBHAbRd2oyLYJgJWib4jtTMqN6OwpC0SPbOYXWak7R2RJz+eWk4ToSXtlAhYZS1F0MSuyO0nEqEkEsvue7cJwO6O3FGHiC2vIzUrkmZFYfn6iWwCTe2K7H1G6hZk6ie4J2ZF5Rbk9o7IMrVbGoJ6Yu7I/ILI3xE4cuiZYfefNgtyPSPT1FlSc0faLsj8jMysKOyK3LPQhpqumr1l0cxbvu8U1YXjV3fkmhbZ3Nyl+K4ozJ0T1XlFbmYpyBunzuksaicmsKWAxG6ixVfzPQ1avn9pI8W/WZDoCbknpZiaGYGlVTg1MwvxBs5qRXii5rDfuHwrxU3L6+k7koZBw8wsCP3ECUDoyL1dhaZckakFqZ5EqCXtFmlauPcNf3ex2Kf3EqLcnwjSQcOli6EaETbLQwwO9EJNrZkFGBexa9OVFxkWhUDzHO5Xxc9oqGa8Cp//rbkLXUPnVNjMSNTMBYpKJgrFrcD7bT18w9UswVloFRHaA+HQn/SKVzcxEGpnPGkucHuVn+e1WWXT8Iy9miXoxQK0LXEMhKff6UVW0vPMEZ5IeH/4+3cNhebn04KXX2e8nCZ8OVPQfTJ0D5FGkjBqM0uOYNtezEDX8yZ+nyYWQMUVFs9qwbNm0PalmbFrRoQnFqKX84z4fyfuRuqGUPUI1RWpviFTPQp9Q24/ELc3BG2HxF4RqRvSs/D4pucEYK+I7A2J65FYWj0DxU4/NR1ifeOEoDgFJHpApnrkuqeAawZEvkNs+PUG9IVmpx/5AYUdkZqRv0A1ITzP5P7VjMz1SFyP2AxIbY/i0iH2A/aGBWYD/qSZEOuJHzA9IzWcBDLbs/N3A3I/ILcjC0U70uamZuoCG0hreR47onC8tsKMyM2E0o7I7CT89IzS8+tsKyB6Rm4n5CIIJ54Fo9AjCjchu8wo2gGpnZH6GdllQtGOKB0fH6kVqZlR+JGThVtEXJ5JvTTScb7PCNsZmZ+QmfVxS9WC3K7I7YTKTijd/KCRUrcgbRfElxlJOyH20hXbuzxmReEImpldkZs7CvuJREvYTaibSPHfKz8j95xQcr8g9wsKsapmdqYg3PwQemdF1C6IW04ShVk5TakFmVkluEULaKbo488c9QEWs0VA8o7ELrS4SgebGwnPWRbMQvNnKN9HZH5mOEpWWIRmRWwXpF5AXIm9UaaEzCwUYoUTz/SC5CzirJWOXKixUBGkYsdpITPb+0YKcVsPEjRbYRWTwFn4fL8gdAt/Fy0tx7GbH3RLbBZkigBI2nBB7Eckdn5MDsGFIcRYsirMi0iGxTBnstP8m8okfxKcaJfcyWLDneLPHKkZySO7Qooo2VLuQm+EDalRgjCLxuOgJT3RWm0XxJYp+v2Z1FQoYjADoaROd3oR8XnFN8cikTyyByu1OKFZQyVr4OW9CE4zF0aeec2hm3iWh5ZJ47zS3adYjJ4MaZnnN+YOQs0ismWBvp1o5+T0MpMNOdFz/6K4Q+xVk59/VbJx+LTyPPFmxIvh6weaq3Ge5Pzyb3rGi5lEH5H19M0sB1ONeNHikjxteYkJfzcLvqhZzioXYdrItuPzTDvoic/30kx4/nVB0tz/BPj/698QnnvszwNSc0Ouf0eqr8j9DYnuENoOgb8ybSuumlSNKPQNsesQuxtS2yERZ0xieoq9pkfmOqSmR9r0SBS76VwNyPUNlb2idB0Lge2Q2htS06E0PWrTITfyWNsjMz1iw/UKsWFxyC079MT2iC2vLXMDct8hd6MIsyw0vJYepRmQKlI1m6ibqQm5ou6QmxGFnlDZAZnQPoUdkTm5r56R+QGR75G3A3LfI2k7FI4gnjRM8MZ+QeEmlH5AKgJwaUeUekTVDsjEdhrbGbkbUbsBtaO7qHATKj8iMQsFuXZC8VuP5H2UDnxBuhUYy641s3QclWoiIL5PKN6nfwHBFYWbUZgJhVkJulIEsnZF4sgZZ35G2Y4oLyPy9xm5W5DpT+Tmjsws7Mjl8bmdkbkZWTsj8zM7arcgdzPqy4jKj8h/mxC0d0T+jtQvKO1Misgvj+4+1eT5Y0frZqyFjvIzSrsgtxMFXXGkpIrdbGrZfceGom7oSNvEfkVwoQsotvy5c0fQLzWnnEwmjNxv4jKdVOHm8PEE+thxAsr9KhQXi8tPOmdhkEo6/MTzGgtx+ewb/g4TmRYyd0fuKe7Hlo6x9LzI+zhKFy9WX5kKYqHi4oahrVhLsTf8W8s0J5lYJrctSxDZBdllRNiKpfi8ImtIO6bnBbli9x40C2LF5mOzSoabi0ffuRzOSsNzmpG+3fkcakF+4mN3QsuE54U0qyPtmThOzbEdsLcTdm7EztFVF5xET5DO/fXM14yaCTtL3WBvKCQHbpak/MSgVXNH6Ee8uknOAmeBzvWAXFPI3rtZJvz58fhAjSwWalu/Qvt4oAmsXCpHiiww46N4BJrbg/eaGwaCZltBz3zQq6x9eNETXmVq2TUTdnbEsxvxrRlpuVV0NO4NffpPasZOjYi2jcaKBSs8T4jUgECJxfVNAmXNhK92xJNhkXk5k0qK1IToxN/ly3nCy3mU6YC30C54ev3/Af+//ftfEZ7J7WfmhtReH/9N7BWJ7pGqGxLVIdE94lOP/NShajokhrfc3FCaDoXpEbsbEt8hUHy+RPVIxLFT6A5ZM7DLdjdUrkPmOuS2I8Bbunty2yO3N+QC3lHTIbUdcj0gewD/gML1iD2BP1EjMtcjvnTI/IDyQiopchNSPyBzHTI9IdMTCjOhtANyc0NhepSmR+luKF2PXJMWKqSjL92AzPdI/YBCT3TztD0qPbLj8wNHer19kNnVl35E2Y7IPOmfQg8ozYiiHZFeehYKS0qodCMKP6L2pGEqs3APz+bkeZ+QvU+I2wlZO6Fse05Bmt1dbieUdkKlR+RuRu5XFO3yCIIlZkV8mZG1E4HPkEbJ7R3l+4LCz0j8hOzCTjGxpF0SAcDEihDtmRuI3R25n1H4iUAm3HjqCEK5ZCOy9xnZ+0wLqXjiE7dKZy9WWrOitCtKz24/FuEydnzOwiwoPJ83tSwGmeFrFZ5gHzhy+OnjtRjQigzppdxOfD27IG/J+bMYMOeQG3b1iVtRbT+TF3pG06OfCs1TaNpl6Zai/bbwC6J2AxO+RnGZH7pMakTjcRPyC7v12PC9Tg3dZIFbEHlOQuywF+my2amnekWuGPzbOv/AseinnlNfrCYEmmJoZFYWlw00FSeYRJGqzNRKM4GhPXmbSiMjtlJLe2dkmNKPJP0eSOcfGwJK6gmmey1bdBVplchOiO3EIiWd7YuhMJycFyTNJBtuSXUGhqHLWEKSgegEoVrodjoviM0oFNOCnRnpFHIUL6NGjBl64vULtRMr5n1ix+k6dKI/NCv2ZkZgCbi7Lel/uiPUI3Z2wouiYSS2PRLfIzCDWEzZvdOmvu0AY7F61cLRa1kxr0e8nJjWfbaTnEsyikOS1MxeJqPdecKr4obkUIrAVyVH2ioWhPBtxv6NpxbuFB/DdTIS+hKOf3eaGQo78TX/U8f/X/79ryjMB7l91yFyN8SqQ3q+IXNXVO4DlboiUzeU+oqsuVEP0D1Sc0Npb8jUDdm5R950SPQNuSW9EyvqApEaKdQqKQS2l4BWj9J1yFsWjUwNyMwkXfqAxG40To/KS6FQI3LdIzcdMs1ikdsBleOUkNgBkRtQXnqUbY9YnDSpZxefq5GOnPaGxF1R2gGlHVCYAbnh8yVmRKm3fx8pjF1G5JYAXpkBBzeiMCtKO3EisAMnDjOiMiMqN6Ky7KQyPSK1MzI/ImknRBdqCJklVVTLH2XuJlRuRindY2JmFHZkN6sWAoebUb73KNpB6KUJVTuitMwy5HZGtQmXwsVTpF2QtaRcMkn6Zub+6OZzN3MCEPcKXT8zCk9uuXDs6JkbWFAqoWS2LIGfUFxGJAJe6VYM2gVZuyJ1nwTKdn4AaG1XAr/j9JGIYJpaOnZ4PXfZi7MgtwsqvVKc9jOKyyTFbUF+WZD/NiNspQDZBYlYVgux3Oae7+c2rUR2RiprGDIpIpVnkY388pOr1wtyM6M0M3It1Ies4ygsC0riFmRnmUraCXlL8b9yE+2WZiT152YRxTdBf0EmoByLwJwI/ZJIB5/ZmWaALTToFyQtC3npJyTvAwo/iZBMWiZwC11Lsh4i1HxPCjOhkGmjcCymewkvxnpGbAicfK4ZmZqQNTMytSCxk1idFwQyZYSytoE25xFBIy4cOyFWbIgCTcfQvwajts47UDNiM3Ja0EwLJ565l9CSzo0UuW5u7aXjbyeid+joHooMdQNe80bjbG4fcvmZFJjn8wboDHg+y5qXSEvhc0JByzTwqmcEbuR5JCcmhUPLzn0neaT9pmFoEYhF2A1kKnjWE56UbDYWq2agSW3tFc8i359E3Nbk8J/lOQnqXF/z8sZz0HdvXJX/0khC2c6yZZTv1f404lsz4eVtQtT8ibj7b3/5KzJzRWpviDzplaTpkKkOubui9lccLDv16tSjaDqkTY9U3yS41SE0PQLVI24GPs5ekRnSO4m+IVU9Ktuh0lfEukNkbsj9DfGlR9Z2SAW0czOwq28GFg5D4M/sgNJ0qC079Nz3yNyATDG0ldsRlbuhsB1K2yPzHZJLh6LtkboRkRuROArTpbuhaHvknvfPDQtH7kfEbkTuRxxNj6O9kfJRBPy8HQjclh18aiZkakJlR9Rth4PvyM+7EYWZUGneCrF/JoYOofRCCimzE4qtOEjxqYXqyf0shYGTQ24HhtP8hMQvBHo/oHK8lW5kl+rYjeVCB6Tv0wOwSzejsjNKOyO3C1JPQC7NgkKtyM6kMHK1omhWVHpF3U6o2wmFn5G3vOZc8gwbFZOJM6hoRxzaEZWZUagFWcMOtXQLysss/nvSQgTEFbmjSJpLN516gn9pV1R2RtFOSD0fl16EmtF3lGZF4cRaaVck7Yz0fULUclop/YyqpRZSuol0j2xUzewixWybHDg1pWZBfplRiWgeWvLjuZ9FYObUUNg7CslkpJ7f5/OT/471guIyoXznJFfaCdn7iOzCwh665bFZNfEjUjejbPncmRLQdzPSy0RB3K7ILwTqvRLKy64oBPQjSy9+Lj7/2HA5YeonKTKkilLRTPIzp6jEsrtOHTvsUARQ6hnzI4UeN/x9lXZE5idE7SSfpwmppg06agi8SSOcv3TesWbKf6fnhwi6VxQtXxvaN1OZHvbnFYkSzl/oqs0xmBh216/isd+fVwRv6yNMGTQLIjVh5ya8tiP2Mk1HWhxCbpY1LmJFPc0IJUMU6RnxeUbWjCh9j9hxgokcnX6hZBJ2okNsU89etvruNyFaiUXT0lW1b8QO2iySDSBttK2f51p6dvHBWTSK04rwtCCWaSDQM1I7kE5q2MF/O68IxBW1Uwu9+3rimomGO4MSS8v9i5nw/DYjPP2JuPtvf/kbknOHxArtom7ImxtSd0PqP1C4KwrTIVc9KtOhMFeU7orCUgPIXIfcCQ2kOqTNFanuBLA7FOaGwtxQuysKfeP9/Q15e0Pmr8j9Fam/IfMdX0d3yN2N/2bZ9WeuR6k7lP6K3F5ReJkUTIfMDChsj6q9ofBXArvvkLQdwdL0iFu6izLdITc9CjOg3oqEYrEp7IDMd6hch4PpUXgKvqUdULUdigsLTGZGZJIRyNWAo+3x3Q4oGgF8P8gHfkRlR+RqRm5mZHakDdRypM7chMKT+skuA4HckqohDULKob6MqNsR1YXgkbQTckcOvTQzhUo3o/STgDEBuWxnHC4jSi8Uz/uEwgsF5SZUfkLZziLCLo8uvdArCkXgr/SMg59QthMiwxBa6VlkSj8j9xMKKQTVZURxGZFrul0yvaC0Kw6XEdVlQtHSqZLanzbY3E/Shd+RW/Hu+xWln1BdRuSXEWk7ongfUL+PqNqRIOYJlpUhf1+0pJ0yy0mncBMS4fBzvdDqaXgr3YLKc0LJNd06uV5RmRW1GznJWVm3LQvZMregvHBqK/SCUs8sKJ7/zT0LWiJupbwl2Kd+4CTUTiKKk9bILK8rtkLHSVEs/PywBOftRJrKrJzy3IRC3F+0BpMmjKRAZWoW3l8oJTszeS40TmYnJJ6W4syQh4/djMJSf0r9iOhdDAWO+ZbNPVTYUSZxEaYVp4/UTsjU+HN1iVA3oWa3n1jSr6Ei6O2VOND0z/XnYcNiEMnzp5L8JZ00Yi98/8bDc4uAuHXOArKKzqCdnfDiJznkibu39hLe4m6xbcIgT787yzXqCYlmYn/n+JwUcTewXx7gnjhawUPDbn07Z2TfzHJG+M/jYl/UtviRNFbUzLIefqKFXbYbB3pCqgZuPFZy1nlD7WQvR9vuztQSdoqnCwaahS502wqckfbT84zkzFX4z+cZz280DPxn4P+vf0N8Jo1TmduDyincByr7gdxckTYE8MpeUfkP5O6G0txQnjvUrsOhFcrHXpE5Tg9le0PtP1C6G3JzRa47xKojd9/2SC9XHNoPlJ4TQt7eUPkrUnNDZjtE/oZCb+Juh/w8IjcE5treUMvzlu4mj5eiZHsUtkOhe5TnAYXq6PyxdAvlmnRNIUJzaXpUojdUbU/O3/UofYfCkEIq3A2ZH1HrkSD/TuqocD1q3+HoKEpXtsPRd6hFzK3sgFJRTyjsgEocSpn4/kvLAlFuNJSZkGsCY2FnVH7C4TIQUOWWXEgZFHZEoma534iDH1H7EZVfUJkFlZ1QOZkqpGsv2gl1y/uVfmJneiFlUrbUF2o7EfwbdoiVm1C3A6cP6YBTxw6//G1A/j8m1H5E7QckbkJsV6T2E4VZUYlQXbRSLNoJuUwfZTuKY4kgXrejXA871dQtj0zEVgCz30Zk7xSfq8vIicCx2FVuRulJhyVuQtbOKN9JaxSGxTHzfO3aLiit0GaOVE3tJxzEzru4AAAgAElEQVT9iNqOKDSnpMiRwkmkuOSez5drWjozSwoodROpQM+inWm6fFLLSanwdM1kUiwKT4qutJPkH366vjL5eTPHvxM2ApITubCTThoCZKwlZ6AXpGZC3g68Fj1zr5TdxGGGt+J2RtLShBFriq+p6xG7SdxLEzI/8bnPMylMT00ut5NoArNs/aRVN9IC+GZBbCS/ohmkjD2n7cASyGIzCbBLaM1J4t2ws800w57hmRNOIjmERPE8C57twY77QWmpLV8g4U3DVPx2aFKouWYi1iPSZkQsCf1QMdcTmYFFSy3Yy4oZrpdnDijQ1AgCNfGAKcNJIdXcVryTpZBhw+ko3g6dMpMk+Olo2utREs3UJF7NJDz9jL3dgrCytuY8caux2k4nE0rJjqS4mhmxGRCY4TE97KUohGc5x6SRJO8bG4D/zPH/5W9I1A1x0yF1V1T2A5VmISjcFYmm1TPWnAJy/4HMdKh0j6oZUKsbjv6Kyt1Q+htydyM95K+o3BWlvbJI6A6FGpCrDkXbIb+Is8ffkF04AeT+itrfUJwHZJogn9sOhVA8pSbA5qpHqjtk+iYUUIfKdijtjY+3N6RqRK16HM0NuaVfv3YDaj2I/XLgc9oOpb+hbm+ovQC+TB+lHVH7DqXtUPsRB9/j4HrUvkflOxwuN9Rth9r0qP2A/NKhbntqCL5H5XqUnp1/qSn2Hjw5/cNlwPHS4+h7HGV6ic2A2BAYKkvArX4bUEi3W70PSFsWjMKLq8dNyPyAqh1xELCv/IRKk86JPcH3+3tPYPMzqpb20cLT0lm5GVU7oXofxa00In109DOLiB2RKXrzMzej2KaQ9+kxAWR+QtqyQ67tjIMfUQqtEHpeD6ccFrPyMqDyI2o34eD5fFU7is5A22fuqANUdkHeLg+Kp2hngm07oTQsStllRPo/CMCVXVBfJskSCH3ixdWjV+SGHHflqYlUbkbtJ9R25hTj2IFXMpWkZpH0NqerrJ2Y8m1n+T0sYkXltLPtSyJ1RytwIsBUyN9A6Ugjxl7CfALo6VZ4hLLIFXWAVET/SP2c0JLH1wsdWXZBfmbRTuwinTfpsNzR8BDaCYmWvTx2QuTkSFE9I5fEd9BweWC2rTWxI3I10RmkWYwSsfFGmruAUjUjEZtnrCekjlmcwJC6SMxA8VVND9BPNKeAqCHHzlUG00NfSA3fg/AB8rKJ1y5if12QnLiuJZadWakSmkqS/JEn2G9J/XjT3RRzR1xJs/zcHCzAGQiAM1A6S1COYdRAjbJkcsKL2k4VJE0TNgNejTh83Mgg14lFaG94INXOSHjrPNGloweCu5LTBkUP2OktFDcitD2Ct4VbEQxX3u9O3HEUeZ5OGJ547dtOs9cz3/M/Af6/ojT075f2hqP+QG2uKDRvmaZdMzWkUCpP3r80NxS6Q61vqMwHAdxcOTm4K0r3gdLyuUrdoXY3HL2AuBUwdRSCC089IZdCUesbDk4Kg+5Qug5Ve0PmbyiEnollVXNpbjgI8Feej8v9DYntUNgepemQ+w5FyymktDcB5A6lZxI5Nx1qf8PBd6hcj8L2qO2A0o44eH6vcjdUFwL+0d3w3XU4tB0qeczBDSjaHmXbIW97ZL/1qN976fZHlG5A7TkhVL5DfelJK/kO373oFr5H7icc3Ihf7IRDO6D+rUf13qPyA22SFwH2C50zqR0R+QHZhRpB5QbkLQtA3LLLy/2E+reeQOwn1O9C4VjSB6UbUG2ALynP4jKiuAwsXG5E0Qj3b6kxVJ7AVV5GioR+QvY+oHAjSsvJ4eAn1CKKJo4dcOlnsazOqFtST7WbOa1cBnb9VkTolptKC096JjfcKJpr5gQO7YTaUfCt3MzHv/NnPPgRh/eRIq+stC6teO+Faso0tYKjn1FbFrjcLQ/HUuX4uygfVlgW1NyRMilbakKhkRyFnVHpGbXQdamZ5Vpk8nnkREjdVCLWx4auqtJOyM8sGplfkLdSiEU3KiWtHEuIqzBMK0eKtt7c8hpzEXBzw4mw8KQTYzcivGz25EW2eS4EYKGSMj0+wDhWMqmo+Sdl6TgV5JYc/7YuJbWykkRyLrHh+RmxHdgJqxmRHunK207Z05PkAugAivRIcdVy2VtpJyS2R6Q2SoRdfOxGand2ZDK54V6t0BGMUz2zc9cMD6Z25F4wO1KbUSNSQwNJIIsj96JPJA2F6Z2amIBt5KwC6d5D2QbAc8FJ83wT0A+NFIVmwJPjAradnbBXE63llrTM4ybZh2fDPWahGxC5HoGmYylQPH9kZ2bszYCd4iQQ6AHPauBG5TfZDGxZCKJmwu7Xbf38hJcTBfI/Bf5Ck7ev1BWp/UDpP1C635HbKyr9gVKRBjr4Dxz8FbW7otQfKAynguJB8XygsB/IzBW5ueJobqgMi0ehbzg6FozcdCg22kgmgsKw4y8cwbm27P5LQ+AvLjeEvkfhOAkUpkNlexStALnpUVvSNkV7Q+FvqOyNnL/r+DxWRGQ7cEJpO5ReHEOe9FFtOhSKwH90Hb63nCgO5menf/Q3dvb+xmvTfL7vXp6vpaOolOmgbuXfzMiR2Y8o24HXazpy3WZGbQfULQH6ux9xtAOnFN+jdAMpkwvpinwD7XZ6OJhyPz661oOdyEtfBkR2QupJFZV+xsHMqB3pldIzW1C9i7DcrCjtjEM74Nh2qHzPcf98x8ERIAu1oDQzajeibgcURhwmvw04uAG1UDy1m3CwE47yWoWTYmNmUi6iX5ROrKEtKaeDX1A7cuO0r06o3UxHj5qRmwWlmx7211omnWM7obJMBtdSKA8tC0spjpbNIVNsFI+ZUXv+vId2QHUZUL2PMuHx56sfNNqASsT93A6o7YCq5TqQ3C44SndfuQlHx9cunUxvG8VlqBHkhvpFIg6j+MK/i0JNAtgT9YPLgMIPqNwo4D6z4PoJuWHiNzczCk8DQOpZjBJHyqz0zJMUfkDc0nVVOO64YjHjxJK1/NvM1MQAWMM9T4WhRpDIZJLKipLYy/nTitQK6Z7pwfEzZU8gjxWDkLGS5LseCfySocldj1w+L5Xt6a4T00WsRqRnOR9b0dcfmUkONRqReFmTLo6cSMlhUcKFJ1aKgmLnH1pZ8+4m7hLTErgSATaWbMFOcUkktwvTKZg6gmjiBhaCMwH81Uk6eJtKzgT7F82TChMt2wzsZluV90dRI4nNwF1BdkDgZbGlkuuUUxB3Zz5/rNjVv55lUjnPiBpabl8kTRyrgVmEZsLz24hU/4mr57/8+19RqN9R6t9RNR9ILYXbyt9Q2CvyhsB/sFcc3e+ozRXfzQdq9cHO3HygtleCvb6isjd27uaKg7mx+9f8Xuk+UFvpoO0VhftA2rLoHLeu2pKqKT07+A20a6FsKktKqXQ31Fa6dNujVANKM6D0Nxz8jeDsRAMQ+qd2HYFWMyuQth0dOe5GQdd0KNwVdcvu/ug6fHc9Dr7H0XaojDyP53PV9oaDZjCsMASB2nNiKAyvh/+28fsMrFWyCvpoB9SGgS4KwyOyS4/CTjh40lCVG3DwPepLj7JlR1054aItqY7q0qNuB5TvA+pLh4O4hSo34tB2nCbaAVk7onAjftEDDu2mQ8x0bLQUlis3k392Aw5tj8LwdY5+EO1iRmVmVJbUV+mYXK7bAYfLiIPfigq/lyvpboXm+m4n1EYKlNy3dLz2bcKoPcE4twvKy4T6twlVyynl0I4o3kcB2K1z3gD1jkqtOIpFtmwn5O8DjpcBlThncrWgsiMqN+BoKeZmlxHFbyx+dcvf1cFO+L4VFDfj6FiUCz+KJZJTHMGKBWHTTQ6XHsdWpkDDbrmQ8FhlFtROQK0ljVL5UZxadOTkZnrQQJkhRZG78bHeI3ET3xu7ILPUOgpZH5JbisepkYJgpJN3g6wxn5E15OtrP9B1pPg7zzdx2BCQMiXTgyR76eoaHyfMcRfUgrQRG2jLCTRtRySO3X0s7hqepS10kKJIHOkJiR5FBB5Q+p7Ulx552JMRF53mNadqQuQmcbeNiFyPyLL7z+0gCxXHhzUzkzUukZ54LUpO9nMT9m5C4Kk77PX8AO9MyyRjpdi5HonvkHpawyNZEfHa0NGTaoZWuYRStgGrkatfmgmJGpBZOaf8X+yb7PZHJE2PRPcI3MBsggi7ieL7sHH+iZJ8g3wdnaknbM9H6yi1gFc9IhKnUHTukf85x/9XHNQVtbrhoH8n8OobKk3xdOvWS3dFbj9IxZgPVO4DtbuiNldU+orKXAnm5gOZJZiX/oq6vaLWH8j1Bwp3w3fd0SrpbyjcB5097U0CXQRziq2iD7gbDpq3YrOXtgT3g+9w2LpyAfXCsbAc3Q0Hw6KRS7GorRQYw069clf84m442htKLZbTyxVVe5XuX/7NdajdFQdP0C8ti8LR3/BdikZpRwrEpqOP344PSqlyPb63HX653FD7Dgfbo7Yjjq5HLcG00vWo3IDCkQ5gEetQmQFHN+Fw2cTnUXj5RayZEw6WQFz7AYe245RhGT6rfM8O3LJoFG4k1y9Ww4Mb6bxpJdjmR2YbHO2rldAmx5b/llt2jPWlR+E4xWxp37odcbxIkTAUtAs10zHVTlIAWHBqPaE0M0q98hreOwE/3qeSaeTQjvj+PqK+0N3zy28Dvr8PdDqJbbPy5Plr6eCPoi8UbkL5PuD4zuJbuunRSdd+JJXmhfrwcn3iyGI+YkDejqg9xfLSM2hHmquXpLXQeG2P7MIO/+h7HKR4VIbPl5sJlZlkMSCLe2kmVM2EUo2o5bro/mJxL90mApN6yy6DhLJor8wdQbZqB5SaTp5c01nEA3ekaHjaO2kbleCfmVEapsZLN7BIuAGpZao4tZITEWty7djI5JrLDFMtgSnh8xNLIE3EQZRqZliqlsaFRNE5kzVy5KqmgJ1aOr0yv61Q4X25ZJHnbFMwpnU7a3n/xPKwpcwMokEQ5F8sdYZY8ayQyAol5Ej1xH5C5Gf+/3bTIvhayRA1fJ9KO5JWVqSEExFT9+cJwRt9/dsur70fEbjhYUYpZe9XbLhhIHc9D6RqJkRq5O4yM8pyS24y3kthCJSknGVPUijvWdywWIR6fByE9aJmCdkxL7UzA14bTjKh4Vr99M84/n/7y19RNzcc9BUH94HaSocv4J6ZG/f3SJir1Oz2S8OuPBf+/rv9IJXjRBsQGog5gJtoAj2+6x6/mBspI0uaqGivdOz4joXCckIo9JWagugEuelQmyuOpsPBdji4Xj5kUgQsaZmivSJrb8hFDCY1RBrn6G44ONJIVUswL+0NpepQ6y0rQFdQrm6ojRSZlgWjtuJk8h2ObYeDv+K7J6DXrsPREnjLd+oStRtw8AT97+6GY8v7Vi27wsqxyyndz9DXoWWXX/kOldA/9eWGo0wUdBoNqB0BjfQKb8d2wMH2+O4IxJmhTfTgetI2bnyAXyWgeHzvcLhwingUDcOAWWlH1PLhz/X4mDgKSQ/XjoBc2hEHO+J4GfDL+4Cj75CemL7O/IDaTzi0PXUS8aCzSyc1VQoQFprcbuVGHC49DpcOx8uA+p1p7NqP+P4uP2fLqYQFkZTK8TI+JoHScoqqHK+zdgPFbzfh2I44XmRi2aYQO6EytNZmlpNYYqlhVO5fiqvv+Dt0LEBlOyC/9AQvxRPhqs0260YJtlFIr9texPn5UWQqPaLUsj/Jc2fU5r7aJotCriWV9RxFOyGX4lw6UkG1F71GJsrCdogvE8J3UiKV5e8vk021pZnYnLQdYjuh2FxnZiZd5CdkZpa/M/68ue3ZmYvbrZDpJXf8e8nsgESNj/R7aUcm1s2A1A3UAcwo61t4Il8m79nmuMtlTXumOmR2kK20FItL+bzwfI6ZKWQ9IrOcaveW3HZieySmQyo/b6ToyEldj8gNCD2LQSrXGzQTgnak/nBmYSpEn8s8txdzoWSP+DwiOMkeHTUjdlzj8tga7DtEfkDgWHhSOW88kc/UI/vkOp5LYnougbMTAjMga3rEWrYZG04yqe6RngekJxaq0HXY6QGveuTPqm5IGn4vVhTUAzvwSF37v6V6PlAZ8va1/UBtfsfBfqDWH6gb6bz9Bw7qA8fmioNid5876dTFr1+5Kw7+g6KsYqdfCT10eOgE4vixV3y3Vxzs7zh4Tg9Hx9epPLWB2l1Rth+iKXTIm47TiSaI1/aGXFNTKNsb6guBvHj/QPp+k0Lx03VU254UkL8hNzcknsJyLdRRJdpCZSkYs8D0KC685oNjJa8E9L+3BPLDpUftb/jurzi460NA3orDsaUQTIFbnEDS/dNJdCM1pMkbH9peikqH+tJR4G07dpYX2meLC79/aG+8j+vFMkr6orYTascP+9EPKC43VO2NQCTdZNWy0H6/dPjl0uHQsogeL8K1WuYZKv8vj5FiW0pwrGpnlJcehf2Q6yFg1aZHdvp/HhrH4bdefg7SLuU7NYBKALvaunFLQDz4Ad+396G94dB24rGne6X4vwfk7xTJi5ZAemxHHN8pcpNKGoSj32ysA3IRMWu3fU1gqB/vmegzQmPR289Cc2x7fL/0OF66x/XUdvyXgkbap/akLTI7/JyinABhSzorNwSs0lCQrze3WCsmATujNtRqeF183NHyVgol9aDaLAtcvgn4ojNl7xT+M6FRMjeRimllsrM9spagWTmeMZF7TlykjmYpJOJSs5uoP6B4ZwNykKmhENoylQKRm5ETn56QW+7biuRQJZ7WxW45dZJjEco0Fw0gkRDVThK5ueUaldwMKBW34EaSwM3kfYtNx3PB7YDE8YS+XK4tdAOSlhmjWEKdqZFT+8zAgiEL6OIzXVaREput7PNKLc8SifSIxHGNQ+QGpO0NmayOiSxBPbIycTQj4mZAep4YULUdIs2DrzYq6dUM2Nsee0XzSiFbCULZZpzqjk2461lUPF8n9FyNH6sewal/HDoVNKMscRsQ2D9z9fz7X1GY31HpD9TqdxT6Qzj/D5T6d3zXv+OoOQEcDLn+g73ioD9Q6etDnK3sDbX7wMFdcTRXPkZfcXQfqOSxRyOPUx842CtqKRKVueK7ueIoAa/SkyaqWk4MBG6GyWp7w9HK/S2nglzdULZX6b4/UFw+UP52JUgK138QCqhur/jFCnVkPyhq2w9U7QdqEa4ry6njF8cuvfIsSocLO/9aNITvlw7Hi2gK7Q2/+Bt+EV//wW5Fh97+g7uRHnLsyI9CGWWW5wuTTrpRTxCrKEH9hvrCrp9J3R6Hy4DDRYDR9Ti6gTTCBtBWxEg34OgG/GKlcPhOcg7Safoeh/aG7zKFHLxYXh+idCddtwjUAuK1Y6HZJoL/MAOOv/5PHGyPypNGKXSPorni+0XA0g4PcDr4nh27H2jjfHTonHQObY/jhUB7bEmTHXzPiUhyCdVlRHnpHu/F8fIvFJCV7n27v3T5pWwsLZ1QMG5A5TvSVHYScX1AfZHruNAmW/sJx3bgz9GO+N5K4ZCJ59D2+H4Z8MuFU0guovdRBPzSUIOpBVwrO3FhoGE6O/cDKUXL9/fYyu/JzHLtPRsH+dmKrai78THpVWZE4ej+yh/TBkF7MxcUbuJqET8gc6SyKtsjNXSKFUbOrHCy2VVzKqNOwGagEu0qdyw+XB0i22mFoko2KkjJKpPLgLSVyUAOV9pyK5kdEfkRacvfSWa2fV0jonee1JcqTlKJHUVA5nuQyTbgzPHcjsRRiI2NALNYNjMlBzNdCNyJTB+ZlXM53IDcyYmAchpfogbZGEzvf6q4uj1qB65wbzvkLc8ASf2ItO1k9QRXyye+Q6x7JE2PWPWkdLaV8JbnkESaB2CFnmvqA9U/JgMuvNy0AU5Q2zqa0I0I2/FxNC0dPHL2ScNwWKRGhG8T9pY5jT8F/tqSwqns78jN78jV76jUB/7D/o7v/gNH+4HvwnGX7oOAbT5Quw/y/uZG0df/jl/cBw6WHfvRkj4q3QdKfcVRUQ8o1AdF2vYDScuOvXYfdPm8E2jL9ncc3A3f7RVH/4Gj/0B1Iff+38wV/03zmo72hoO54WAJ8EfzQcrqXaYLR4CtTM+i5G74D33D0fC6KrdNHzd8Nzd896SCeO0E79Je8d3xdvRXHNsrju2NnZ+/4uj6B/h/d9QdDqbDd8MC8RCJTY/aEFgPF7qAak93EacDXvPRs6M82g615oct171QCwLGfsDRbN2tUDKXXjr/bfyXlQ52RG0FwB3dTQffCcBzAjm0zCjkbkJpZVLxPb63BMDa87GV0CsHT6ovMTNK2+Of5/+J//P/peu9uiRJzzOx/6Br3ay0IKWjsyuKJLAYAlyAAGEJrrDcXYlmlw6eGMyAAEEA47orXXiXmVXd4zEWmJmujPhMRNpwmVVN6RfogudIutKNfsSji+eNrNHh8KLPdHdVZWZl9bzmca9tMZPJd6ZO8Isjp9PBu1Bwown0Dd8nc3MmYR3z+AwXOYV8f3bYak7wy7tGFEihn1YszGF1Q46gPBL+0UNTkQnWPhbNvkhkpYkQ3rmBV56kIR2lMN+eYaRpya3GPcNGdzASGxjfH399Qz5Cirs7vHdSxB1xW09zaUwykU/PPMFjTFeDYkcUUQM8VRIG9ewNZvYGo5INflLcnCGscUECc2qOGJcnTMyRjbaQDcre3OH0ihP8rBDoR7wL44LcxVTdnOPDp8J3TPU/YGb4b5fNhaKGmchcxzl/fhN1xFhSbsea+VX3hQ+ZWTZBJ789X8BjRpaowETWPGRmTQwFF7znzW3hQprFRD/mxC6Na1qQvL5vWJhnWnxDOSPdx+YWY3WkDDy/4WPqxxgJnzXRTBO+ELn4WLTyF+fnPmGkGRZ5dyPkhAtJ2x3LzRFKNbltXMhp2BckJvmF4hZjiZ4f6xNGBU/JPnN9i2eLx3hek/+5lwuOL6qi51f8+5Em4T2WpjfKj3xt+WM8/+gWz1/f4N6KUfMX+RH3H3ETmBWnf6bw6xZOTimmqxrMdAMvbxAVDXzVwBE9vq8a+KZGpFsEpoOrWiF2WehnRQcnZ7EOVUvc3xD+mQ4a/YJwkqdY6Mdlg5niBjC1LVwrnIAUab8gfBIXhIbcsoVbtvAtf3mWWL2bs1gH4jOYCifBIn5EUBzhFy0fo+gIZamOxLE0DfIR3CaCYasoWj6u4tTvC6Y/EMyucAuO4p8D28Ev2SQydUIweAzUCU5+g1kuk79sLr7qaQpTR3mv+JhM4DwR/slPbK5DITR305dnTgjVEYGE2M1EUurKRD81PSb2SBVRJQ3FHhHaHr66YXOz3DICexIc/YjQHBGceQxuLX5JPNi3JwTFCaHAXqNtj5evd1jkDdySE7tjesxUA1/TrDW1VL545gZ+dQO/ZOMcip9rWPS5Dd0gKAXyMtJgLRuXXx4FWruFZ+lsdi2bgjM0MOEofGl6UyE2XXsDr5LH0Uf4xWO4Eo/hmRsEsvE4Mv074kmY6X+QzYQQjiuk+WzYNswRzvpEzsTy9Q9N2jdHUXXx4tugKHLtCbOSEtxpIZi9lSlc38IrSBJPKj6PLzLZqRLHs2ETmOlbeOoGnrr7O0c4JMcORZaYvWNv7zYVc8RM3WBcHjGyJFVd+TlM5azoVAlMIjg9yWD+W5qouwRbNi/+d6xvhBi9wdhyEp8W/J6ndpBXs7mQEyDu7Vh6bcaabvfp9S1mqxuMr29pxFo9PpPIo4LF+6IgjzHJTxhds4G8oG5wMWSA5bdn5/xYMUl4LNDOSIxp00Ii2RUL+/mGuKVS535OwndanOhB0kQlxuqEyaMTxvkJI5Gd8oY4ZbX3ixtmAX3IkDVa3WK6olR1OEh1sbrB89e3eF4/xsicGGu/4gnbe5qbwdBo7l0Tjpoobg2TomPzWckp3Gvq/O89usW9a0JJFysOvR9Z+D3dwlMN3LxmkV91NHLZGq5uEBYNfNXCKxpEukOgewSmRVA28E0DzzRwTQNXN3AUC3BkGoSmwUzLBC44vqtbwfRZ7J28ISS0opbfL/j7WdHDLxu4eYvxNaGZUFFKGqiW0Inp4dkOXtnAq/i4keUm4EhzCXWHsOgQrXoEeQe/aNh4dIfAdiR8B1jK8rHjvEOo27sJX3UIcjaNQKZyR2Sfs1Jea3GEp+5gn8D0iKVghkWPULfwiyPc1ZENRw/Px9fg6tOdPNUeMbNDPMURQXFCII/rqWHTkIlcc7PwxH1MOEzUNupO1upogRvKEyEqe4SvTgjNCWF1QlDdwNMnBIZNxDOUus70USCEo3AbxNsDQwgp1EfMyh7hBztkeUey2J4wyXu88MEeQTl4IW7g5rcIBebyyoHnEF5D3yAUWCe0bDKO8CiB6THLWUz9AXYS8tex4n0oB+iN0ldP35KLUMzecdVjTpSaBdC30hzzx5hd336IjzlRcjpARQJPzYrH8KTR+uZ09ji4It30peHxcW84AVvCcL6h32Qqhj9X3QivQePcbIBvyht+D2bY7u7kwMOGNrl+zGlaTHbugPtrKq/OkKCQ+k5B4ngqSidXU5k0+Ewmlhj/RHD6mRwumhaPhRPgZD7Ei7jyfTNKXA4RKV66m8pRo1n+mJ6VQtRq9gYTdcSFZbSKY5iBNVKMUzlvIPZIzFszvuGiOOH5ofAa/jucFo8xuR62hSGl9yivmdj4RB8pwRz+Tpz0gwF0UtzQzKW4QUwKwioXilP4yN7yvoiRDC99g/uWLuRRwWt/9wqBg/IbiYJhUxlr/j8zyY8CUd1iJIeoxopBkaMVvz/GxN9gmpNUvqdPeMGe5H4BY2ZmxRFjdcQLirLPe9e3vG+i5Azu9S3urwhfXRS3uFidzpcQ739wg4tHjKf5SDnnpGgwUw2CogFjmFu4hRTOvEGUS+FXreDfJG09WyOwB8wUC2GQt4hWxPNnAgXNND/f1w0828IvG3hle451CFSLUAm+XrTwVy0LtGnhlzX81RFezucOig7+qkW4auDrO6ydkz8bS2RrRJpfP2wmQQG/TmcAACAASURBVNHCW/VwV0dERUMIK+dW4umOyh3dwi9Z7CMpzOQ0GEERFS0CRY7A0/x7EsUdJqL08eVXYGlW8y2LaKAID7nmjmAOVI/Qkkdg0ecPeaoIqYSDC7ngxuCqnttCzu/bMYSZIvsheEoPCiSqMFz5WCBcw6DYcQvirk45wEuns0EpGJqPSFBnIpn11YektsJjJIqTv6ePmL63h7NqWBTNCRN1RKCP/FnkPTx9RGRusCxvuSHpExJ9i6i4ZdCd4Pi+NKagPMETXD2w8hqksHoFuRJ3IFJLNj3PHuGsOX37pZClBYs24Zuh6ApcJhi3o4SrGR5fC3ktG5E3SGIL3jxw1AluzvfRtbeUi4riiioz4UqMcAUCrTkyZTsFJ25PNq2ZPlFVox5zI6uOcMXX4Ah05QpxPxk2ifJ0Jqw9S9UTXzsJb0++/4FLcRQn3JFiyuYQKeIp8kQzw5TccU6RwSy/xaSkOW1qb2QT4Rbm2iPGgqmPBKsfSVw6mwfx/pniJsBNlMGLQxS7p/gcriIsOCtINI/MEZM1TZgjLZCJYjEfqRPGkrE1Km4kCFKKriK8NVM0fY6FQ7koeEt8om4wNRIrY+iud4ojxoVc4RMV3VgzDmak+L2PBymouSODR+ruxvdUC7yVy/Sf8xrgveKEsahwLopb3Nckf0ci4by/YgO4uGYC8EV+g/uqw/2y42Gp6xuqdCRWghAPN4L710dcrMgdXDy6xeiasM+9/EacvXQx31O3eOER1Wb/5BDLXz35NCaqxqxgKJujG3g5lT1h3iBeNYhyOnlpwGpkO2jhFQcE5kAtf0Ey2C9ECipF1dN8LFe13BJMA990CGVjCEtuBp5uERQNfIGCXNXBVy3CvEOkGkSqhpc3bCir5ozNe0q2D30Hy7hiCgsMg+B84Skc1SMoWiniHSLTwhc/glc18Nc1grKGb1satYojAtXzdagWvsQ++HbYCHrEQ6MwPSIp5pzMhQcw8mdNwtjRxPBjfURsegS6Y9MojmcTmatJbA/O4EEpNMk53UcDUW16+IoR0oESfuFsYBtgml74CG4oriL2OVa3nKhLFv7psHVo2TjMrUA9JK2HpuKKwznRRyT6iNCckOkTJo/2uLju4Vf/gLh6jFC1SD9oML8+IhAtfpAfkFU1/IpE5C/s/44XN5SVBtVjBJVkGJkTwqHon5vAEb5M9IHp4Usxds0NvFKabckJ1jFHeBULm6tlGjanD+Un9XBkQwjs8QwVDcS6Xx4xNSdKUItb8TqcEEqzGCuRyRYivx0KvMBwM9ULpHa6a7haivJ5Y5C/E1/HVJEX8KzEeYjUd2bF2FbwNbrVkSqs9UmaCjkKf4CZSkaFBKV83NwgLAndDQ3NKQYCvz9vJK4hRzI1J3IQmmdMx8IrTASWm1XSYIsbiaoWtVJxc4YWx4M3YIBz8pMoj24wzY/kEHLyXZ6Q35OCjXaibhkCKe/b1BxxXwruTG5m3M8pnRzJ1DsuThjZW4xLiZPJe0xXTNK9l7P40ytzA8f0GFsaQ5kCwPfZURy+Lgxj5KfiHH5Biz6/4M99pKkKekH0/yMx193Tt3guv8H9Ryzaz+kjxqrHeMXmdb/oCUkVN3g+5wZwcc1Jnedje1ys+P/4xYq8xmh1ZPH/QLJ3rh+z2K9OuC9XDe9LHP79D27wwvu3uPcBnbz3ixPur27x/CNCqf+k8P/1k0+zYBYtvKKGaw5wdA1P1wjVAb4+cFrXB7i6ga9bBPaA0NQIyj28cg9PSzOQrSEuWMg9mcQdSfp0CsI7oWmQGSnmAgX5ukUohTjSnO49iX0IdYM4bygJ1VKIhPANRC3kCqcQSxNwhkJrWrhlg8A0hIRUg3CAcmyDICe0E4jZLNBsEoPsNNB3mL+v2zPGH2j5s0BCwwbDIizcgpjNfN0hXnWIig6e5fP4ogAi5MObB546wis7OLZlfpHl/6CB6bllSSppYDsEJRsIYbf+TDgzV0i4CtOfCUa/HHKFKP90jMhLVYfAsOnM8luJmTie1UuO4v8YvmVDmhU9An3CcvsYrm6QPVrDf11j+e4j6MriLWvw7nvv4fqdN/Ho/Xfwy2KFN/UK72+2ePP9azx8/z28Vhi8a0usdI5ia/H+YY1Hhwq/KCu8rrd4YFoEBSGfYJCtmrtCFojyh6TvEXE5SGZ7BJbGOk+2L1dx4g71EZ5AFe66h1vxPQnM8UwMB0OjNJyEg5Lwl6fJj7i2R6D4Z6c6kYjOqUZxckpQPQntS9QNQtsRGqm4Ofn2iLBiQ3By8hmePsIvZOI1nI59JSS9JSk6GSAk2yNYk1PwK2kqZ/kvf0ZBeUJgTkjMEYFi0wrO749wPOYEV2TYA4Tk5EJyC58SCGTmaJGSlj0bQ0kPAzci8kljeyOxJwJ/6RPcUnT+kpR7sSIhOZOhxRHHvWN4N2MscuaRPuEFfcKoYGOaajmlqlggHSMhiobNYrQiUcucqw6OJfQ6WZ1oHBvueiuavWayYTmKhZ8k95FRLQWPQ12YE9VCiuqcFzQlk+MVFUz3C17pG10/xkSUiBRV9BirHhd5y0KuGAM/WkkycX4kVr86sjiv2EjGYmAdSdGf5myg94oT7l/fYnx9i4tHlIW+kJ8odb0+YZz3eN6eKAW9plv34oPHuP/+LS4enXDv0S2e+4BXBT8S43d0Da9o4ecNQrsntl8e4JkDHN0KoXuAU7D4+KZGWO05HZsD/BUndd/U8Isa4apBoCmrHPB8RwhcT7Ngx/aAyBzgmxqe5Rbgmw6BbRHqFqFq4BUNvKJDrFqkmgqjWHdIig6h4PhuIe5hy6LsFz3CokOgGn5PqpXGRB4jyDuE+Z36J1AtkrxDWLQIqga+aRGqDnHRSqEnXOSbXoq+SDuFtPbsIDvl11LB052b2DBxx6pDmBPS8m1/Jn1n5ghPcWsILCGqpKDKyBP8Phi4jYJchKeGItezAdiO3IsicexJQwglJjocoKOcRcm3hDa4iZxEIsvXMxUIif4EMZvpoUCQK3juXYOnopfwxz9O8B/+corP/fEzGI0myBcevvtffoS3lgn0Qx+Hd+co30pQvRZj/cYch7cXaH+5xP6tK9TvvIj9O0vs3n6I9lcvY/t2ig9eSvFoEaF49D4yfUQgmL5ve0S2Q2RY1Hx7uuMn7InGOJGfuuVATPcshOqIsDhSwmsIowRr/tcXOWxgyTlww2EzCYXsdvUJoTkiMpx0Q8vJf1b1VA/lLPpucXtuTI6+RahuENj+XBCn4r8ILSdvRw1w3BDlfZStgLxNVBzv1F2WxrOZGTiO4ed8kugM4QbsCaE9IlYnRLIN+ALPzGQKP28ZRtRRQ+HXQ06REPDSWD1NR7orKjZfNqSJBBa6toNTDR6Rk5i8bnFhWeSdgibEsWYyKN3evWw/R8ws4cPZigm647LDhWW0ulOcMMkZlT7W8m/T0hg5Ew/ORKA6x3b8GhE4TCWkcWIGyOiWd0DMMO33NI6anrfGCyYBj/UJo6pnQS5OzBArWJDvX98Szy9oOL1X3GAk2WKT4ojpikkB07zFxDLNeKoJBV8URzy/YtEfiWzz3iPeMXlWJJq8HzJcFpSzt+qEse4xLnqMc5q27hWEd8bXN3LD94TnixPjGR4R178v6cX3VkeMV/9M4Z8VNRzVwFM1wqJmEdei4V+1CPUBsanhDYofU8M1DQLdIK12CBU/LzI1i7kiJ+DqBqGp4ZvmPO37qkFQHuAIIRzYGoHg90HRILY1IsuvC1SLeNUgKRokpkZsDwiLGsGqQajYHCIhi51Bcqk6RKpFaOS5BbryhbMY4CfHtPBUDc80iIoekWoR2RqhqhGrDnFOJVFcdIhte9eQig6x6hHqTjYDPpYrm0ZsOiG8W4RapKbS1FzVYVSycYS5SEltj1j1SHTL5xHoKBIlU6j6swIoKVrEuXANmsXKG6SlA54v624wKHHOZPNRNqUenjpJU5BmpgVyMlRTeXYgznshsyUXSXWIqxO+7byKf/17T+PXPvU0fvvzz+DffOln+MKf/ASf+tr38RtffBK/vLqEfj1B9/4DbN5OMfvZPXzzmyP8+bfv4ec/cVG9+iLqXz5E/e4D1O++iP3bD6Bfy/DeIsK7yQXUB29hbnqE9oSoPEpRkw1GHRl1oY9nctkVE93gqD2rkAyd2pE+IVRS8CrJZ5JfQcliGZ6/Z5nM9aDyoTQ3NDeI1A1idZKNQ4hnwcgHueWZW1Cc/gds3x22MzVIeqUIK/IXnL5PZx9DMJDG8rjO6jE8dXOGpyLNpj0T6SlJfCpvBt0/YSM2jYkmHOPnN3wcIdLvtiOSyZ55jFCd6GLXw2P1Z95hdm5Q4jOx/PfilD2c8uacOuvogdPgVjOzR4zWQ9KteFYsNy3X0Ocy0ydxA7OJTHKRjRoeWXJUBzdn4/Ss/Ju0R7hVD0di36crcbYrIVl1T5nrikqYe+sOI8NEgJlu4eqeHIChUfOc7SXKwKnweLPiiItHsjUoClGmA+eleoFnyG25qw5j1eF+0eFC9RgZykTvFzd4YXVDaOYRIZp7hdwKWd1wS1nx3vhYtbhYSXimvJZJzucZF+Q6xo9uMXr0mEawwSS2uuHnrE6YrXpMcsJmHwH1PIUwb+BfN3BVzcKcNwiuG4R5i1A3CKo9AnNAWO3hV1t4pkZoW4SmRlTuEWz2iHSDRDeIDYu+rxokukaia4SmEelih1A3iEzNrUHXSMwBiSLh6q0a+LpGJEXf1w1Sc0BsKSMNixrRqqXCxrDoR7ZGVB0QGv4+LQ+C4Q8QEonZRLUI8oakteYW4moWaF9R3hnaGrGpkagGcdGyAegWUdkgsLI95FQ8Bbrhe2DpX/CGbaVsuMFY4Tckgyi0HT93eE2mQWxaRKpDkndIPmRKI2zTISyGmIeWjUCx+bhqIJ1Z7EMtJHJJJZRn2jt+QXfyP9bgOZDfaxaPSLFBRfqISHUIVYfIdMI/iFFNneCvCDdFmxP+avY6PvZv/wb/4vPfx29/4Wf4zFeewW9++e/wX3/2u/itL/wtfvXgCub1Ofx7z+G7f3sP/+7fP4fPfuk+nvjcs/j6156HffEltO+/jPpXL6L+1UPUv3yIzVtX+OWLPt7JJri+fgvRID019DMEw8RpSBoHloU/GIquFMRQ8P5wgH3k78K1qKHK43kKD8wRie6l6HdwS245iSF3MZDNrngOfH1CZE+I9A2bieVzBh+SvoYl4TXfCFwiSqmhIbjqBo4kybrFDfziBLcYose5FZw3MvnZ+uYEV6Ahv+wRVAJj2SHE74Yx5gWjfx3ZVnxzlLRXaT4Vt5lISeSF7hCIr8MxA4ktm9YQ0yAQklv2hMiMbCXS/HyBEb2yp4/EnBCa/uxqd4amJpO4W1BeSMlpf94kPGlAjhJZcsFI85kRLsJIxpfwX2cFm/A14+KE0YrYv2PIj03UiUelFBVBI3WDsQgBXMshZ1YwcHHI9OIWwfh4x9IY6hiJcSlOcpRJImyELJ7mLLQXioV+nDOv5yLvz7llE8UztfevbzC+PmL6iO7d50VFNSpEsq2OmBQ9JiveMr+/ajEuWjYaeVxH4uxH10cSu8Mp3Lyja1j4g3HRY1y0cHT/Twv/N37wFE1XOaGaUDXw8waBahBqTvChPSDQNUJ7QFztEVd7pOUega7hFpzgIyFNPc1pO7Ms+vGqQWwOCCwLtV/KYykWz8jWiMqa03hOuMnTg0z0gKisEdmacIdqOZmLg9g1DfzqgHl1wKI8IK32yKodElsj1JSZhppFP9E1An2Aq2t4Bb+/yDSICqqRPN3CtQ18WyM20sRUfZ7qPSs6fuFDAlsjXtdIqwZhUXObMR0iIYddgYMCUe6EIgUN9SALbRHZDonuEMs0H+SysYjU09GcshPTIB44hrKGbxvhHAQOGkhmTew/sFQoeQJ/Bfp4NsIFg7vYEv4IhAx2S0ZOhKZDVDaIKhLvru4QFvRBOEWPqDzhG8Gr+I2vPolPfuVHeOKLz+LffuVZfOIrP8a/+Nzf4OO//0O8dTmHfi1G+PMp/uYbPn70XR8/eXqGnz49w+THDrZvX6F77yX0v3oF7a9eQffeSzi88wDvvTTBe/N7MO+9iXgogILVR3aQax4R2SNimdZ9USax0Ulwnu0QmbviH1QnhGWPSDwAjriQQ31ErO/wcc920gxYyJzyiKji1uGZ47nw+5avITJ8vKkU/1Af+bOWaTws77aKoBxIXqp0AntzvvngKPl6I83LHOEVPSLdIrM87ekrQl6uqH4cI1JPMWadtwRzPDfyIWPHFxWWJ40qPMdDyBGj4ig6fJqoHNMTAhOj4QCtBFUrZPWHOaCjvA7CPhNNnD8QfmgqggVfnOxuQXkyuaO7Wxec0HtGvRdHqvwGonvgDWS7c893Nfj7scSwD2dXp5ZT+jQnXu7IzY6pkMWTobjnLNpDuKInYY5TJRHRljCSO2wvwp/xEmEHp+zkcZg9NC16mdZ5dnYiGWXDUauJpjJvet1humLqwUj1GGtCOxO5gzLLj3Cvj5iuenHqnnChCWvNRPwxNZzmJzmbxCg/4kI4hHFxxCTvMF61GK06jPVH6Pi/8eTTiHSNQLHIJ+aASO0R2QMSe0AkU3acU9rpqwaRbpCqFn7RwCmYxRMWHcKcmv/Y1EjKAzzT8vd2j6CqEagGcbVHaPbw9QGuqVnkh01DtUhzUdvYAyJ7QFrukZkaSd4iEqzeVyy+kaqR2gPS9QFpeUBmatkQ+FyeYYH2S24YQVkjrA4IbA3X1ohMgyTvuOkYFrq4InHtqxqhOYjRi36AWPP7CRW3Hb+sEQgn4AsRHKsWccHP923Pz9UNeQPF7yE2LT0Emr6DVDX8OtlifEVuwbUN3FI+pshrkDTneh1IRMWwtUSqo0qqJB9C53OPMO8R6xa+ac4mtLDsz56McIijEAlsaFoEazZAfyUuZjG+hfaE74av4ZNf+xF+74vP4NNfeRaf+sPn8PE/+DF+7dN/g4///lN4Y36F6wcudm9e4vD2Jep3HqB5+yEO716hfvcK+7eX2L59if3bV6jfvkLz9hU2v8iwetnHB4sJ7LvvYKF6RCKvHbaZUPiWwHaIyh7+5gh/K9uRPiIqemL5AlGFQ0Go+PvYCFls7zaeUKCaASqL9BFRKdlApmMx1nQbh+aIWGI8wrPIQNRVwjP4hg01UuKJ0Gy0wfpuio+k6fjqBkFxgl+cEKsesT5+yBFO7iI2/XmjCNb9GYYL7IeVO0cxt53gVZIjJU3SE5lpIDLjQBzjvjQiR8xu0+JWDHYMxvM0FW2OGAA9gc0Ybij5SdIEuC2I38Jwm4kkSNGRzcQ1VKZ5Qpz7ihubp2UD0xKgKJCip+U+hmZBHy7jeZbvv6s7ids4nm9vuGrIzurk/rZIpAt+HzPL638jczoXzalIpmeaQ8NU9xgZuuwn5ihGqQGK68UYKvCLYaMb59TzT87FnyGVY9mmZopZYlPTwSnkz4qS95nucFF0GBVy1+Sat8ndghj9kAw6MQPvwViZkQRhOvI4Y+EGZtdHTK97uDmz1yZ5i1n5EVDPN558GmFxgKcO8HTDQlttEds9Ir1HsKqRXDeY55zo/YIQUJJ3iLVAK+WBkM7qgCCvEWmBckyDpNwhKPcIyxpBzqaRbLaIqy0n+KJDUjRI9R6JrrEshFi1e8TlDkl5QCJKoXBQGKlGIKkWkTkgWO/glzVSI9uA5u0ATuo1fEsS2VcNX7M+IFCNTN01vPIAv9pzuyhrBLpGoIfpv4afU86Z2AYL07BQC/QVVTWSskZiWsSaBG8gRTrQ7bnwR4YNjZyEwF7SQEJbI7HkEkLdSLGTqd20CDQ3nbggCT1AOFHOhnB2HCuSyq5pJV9IGk9x97WRJqTh2h6J6RALBOWVbFaJ4mv0rUhvByWXyHKDqsd3vNfwya/+FE988Rl84is/wRNfeBaf+v2f4L9/4nv45Gf/Fm/PH+CtKMDLvoOXsyleSiO8mSR4M4vw+tzHm5GH1yIPrycB3skCvLHw8MbCwaMHCVZLD/r915HlxN0H41ogG4qb30Vy++URQUlYKi3IlQQlndNhSamqb493xfBDpK8naqjQ9gi1OJdNj0T1CEsW69B04iEQwtMMMBKhIF8w8sD0CEVNE9gekT0i0UNx54TNDUugoerOER1+aJshbNQJ9k6IJyw7xGWHpDx9CLI78XWL54DGM8JUg7nPG75fwcE9aQahHchvgbJE2cJwueFzOeW7Atk4driIR8zelecLhqnf0O/gD4oo3cNb9QgKwfLV4Enp5IwpMXpP93exHENT0T18gThdy9yuQZbsyqDiS4F3S2kIlsXUE37KsS0uDIvlhw2IjCw/CrTTY1QcMRKvCm93dGfMfmJ63C9Z+O9rksSe7eWAFN+TieHtkomiJ8BVUvR1j1HeYrLqz3fCZyJ5d3M+x0T3GJkOI9VhvOowLlpMdIexNKrZefrvJDZGjlKteowKcgjjYmiATF2Y5O35a0cFm9g0J9z804+CelKzR6AIhcztHqnZIdN7pOqAoGhIouYt4qJGLLh9YmWCLg8IqwNic0CUD5N7g1iKbGz3iOwekTkgNnvZBnbIyh1Cy0KeFDWyokZmDsgsJ/bYHJDZHZbljk2l3CEt2Rx8SxLYVy0Se0Bsd3ztwjFEltN6OMBV9q5hpKZBYvgak7w9v9ZQk9gNzIH4vakRrveIyz2SgptIWjTIdIO5aklAV3vE6z2y6oBlWSOtaiSWz+Fr4vGxbpDq5qwSCiSDiBBGB88Q1gpyMa4VHVLbIlvX8I2Q0UIWR6pHrCkPHVzJgeQKOYpRFpEmSR5owmD++oC46JCuCCuFogJKKjaxzFACG57VVGwQYdEhsmK6y0XBpBvE6x7f917Fxz//QzzxB8/i9/7jPXzhT0b41Nd/io/97vfwW5//W7w2v8J86iF6IcTVKMFyHOPF8RIPJ0u8OJvj6mKOxf0ECyfFwzjBZRBi8iMXb0QRVg89mNW7CG1DiEn3iGyPSPeIRZbpG8IscSGTfNUjMj2CskFQNXRrm/5c5BPD6T4YNgEtAXz2bnoPZBoPDAn10HSIq5ZS0TOu3fP9K0msD8S5L9tFaAancXcO6gvNiZuFTPJBdUQ8qHtsf25Q5Gf48420qI3KHuG6RVz2SPVAzrN4+fqIrDgiHnKVxCPgmKOQ9ydE8mvYgCJz5EYjMA6bmkzOepjcRdIqW88QE+IWR/gr8hGeeFkGD4hTDCqlngOOSKA9Kfw8t3qSy3dH4Z0GnuqIIbrcsT2mUszpRD/Cr7jxcaMSLsD2DHGUG92O5iAwhDu6tqNs8+x8ZrMI5TiUK1j6OL8hNKWPUvCP5wLuCIE7EaXbVGCoWdHdfa7iJjPRPD5Fj4tcJlTiJ8gJ9zhFD2fVYbZqcaFOeKFgns5w52SkeHp2qjtcWDaG6XVLpVAuDeaaMRGT1RHTVSex1R2mpiUvkHOTmOQdLtQRz62OuHjE7+mn/xTqeQqJ3SO0e4Rmh8jsEakasd0htjti/KpGnDeYKxbvxO6xKHcIbA1ns4dX7UWFQ21+YGqE5R5ReUCganhFDf+6QbyqkcomkRV7zPUesa5p0CoICSXlHqGuEesGiWIziAoW7/l6i8ge4JoWvq2Fd2gQ2gMifUB2zefPqh3mdo+53fNjgtsHtkZqGizzGnMlBVm1VA2pFpk0qkBgrrk9YCHNIjUNklWDhamRWr6+zDRI1gdkmx0uqx0W9oB5wcf1yhZeyUaUqhqRas+bQzRM/ALLZGVz5lYi0yCuWqRljcCygcTlHvH6gNAwMiPUPYJcwvOMkMK6oS9BdUhyQl5RdUBYNUhNi6xokQ78gW4RlzVi3VIpVHRIC0JFsaSSRpJ75CsS0K4kpGbVCd+LX8Z/+5lv4Xe++jN8+S9G+OJ/fg7/5ut/h4996jv4xJeewi/SJd7wPTycRnjFj/C65+INN8FrfoRXQx+v+DFe8l28HDh4ww/xeuAieX6CN9MY7z+YYbN6G0nZIFFHpLpDYltkhiR4pHqkpkdmejbXqhEZ7BFRRWI6EhLc173cMbjzOoSWkEqijmfYKFCdGMWk+OsOieoRVXyuQOCWqGDDGRRPoRngNmkYmhzJoKLyJBgvLAWyEYw9UXeQUigyT0+isSN9RFJQhjokwAb6iEhJcxiknOp43kr8QbpqhomWOUqx7c/O7qAgFJZIM/DV4FvozmZAV5rIcG8itCRUPTWYnEQePGwXVrwqWvwrw+vRkjmlB8lwf3ZIDz4TV5rJTDwLjpgP3eqI2Vp+DgW3UXJZfLxpQW38RImUU4tqrmTjcKQhOIaGs0l5xKwUp33Rn8UW7vBe2UGdJGojJRHt5TBNi/dGsWE4w2YwHKwyPCY1VR0mAin5AknPil4KN5vf6Lo/Q0Ejwfs9eY7xqufkr6g6GituF1PFgu5ed3BWjGaeKgZHjlc9b5ZoPvek6DFTLSaajWSUt3jumv6cjyz8sdlzMi93iMot4nIHf71FWu4wN9wCIrPHPG+QFgeEMsWndo/A7pFUO6SGRT4qyBME6w3CDR/DVwf4qxrzVY253SGxO0R5jfC6QXzdILiu4ecNYn1AWu4QS0icmx9EVloj1TWyas/NwgjRbA6IFVVCcbVHnNdIV2wWS1UjNTX89QHResfnNTVSVbPwmz2yco+54eMmazYIzxzg2wap3eOy2mNp+Dzheod4vUcqxHFsaizLPRblnu+RbpDpWhRKhHliWyOtDkjKPTck4UVCIamz8oDM7pFY+h4C0yCRbSbU9EYE5oCslC2oJPQUiCcgLgSTt8T0E5GkxqpGmjdIVINEt0h0h8w2SIVgT2yLuOwQVySNAyHlowESksiLQLeibiK85BYNYnPC96OX8FtfeBqf+fLP8Xt/9Aw+9yfP44kv/RQf+9T38IkvPY03s0u8Efl4JYnxMIqxdDO8FjzAS94l5tMYC2eJ1+IMFyssegAAIABJREFUr2UpXokzvJfGeOh4+EUSIV862Dx6B4nwEZGotWLbiEua6ayxGARD0yJUPbXrQmKHalBbDYWcEE464ON6KOItwpJfH5mjNBA2vci0CKVweorbRqzvDGLh0CCFI4ms8CZGHNyySUSaBTEtjojzHol8PBIHdmgHQvh43hjoB+nO5LsvBPyHlT6u7eGuj/Ar2SRMj6QcYsFvSFKbI1JNh3goLutQ3wg/wdccFEOzkAt1ZScS1kHHL45wNUR3H2XT5OsMKjEU6iHAUPiWgVOQhku1EF/3RCAizwymLxZEV6C6oCTG72hRpelB6SPafC3RDkPkhLm78+FKIwyGYm6lcBtuCZ6VbUYa3kyI4IGrmMjBp5k0FNcSmg2GhiCP6cr98Zk8fqw6JneqIzxD3tNZ3XC70JzIR3LlzxUOw5GLhrOiE5inw3TFoj4tCAPNbIeZauXCYcvXLJvHLJcmYtiMxiLfnNoOFwIjvZDTm/ARGP9TSOwWkd0hUDUSu0Nit/D1HoHZItUHzPUBoTog1gfMzR6J2SNWB2R5jUwfMBfoJjM15poQTWx2iKstsnInjeWApKD8M1xvuVkUB0I8j2qkObeBtNohE9gltDtR1tSc/lWNWB+QlDtE9oBQH5BWW2R2h8Sy4cxVjYXeY6E5tftqj7DcIbOUnAZSeMPygLTaYVHtkKx3iDdrPqaQrNmar4Wvd4d4s0MszTBRjRDPNeamodJItZjrGpFuMDeNELmEhJKyQWYJG8X2gIUU+MQekJo9Ut0gKlp6FIxsTLZBUNXwVI3E1CSpK/ImsR64gFYksTXSghtLZA8k64vmnIPERkQuIdQt5pYbRWpbhGJEC0zz/2takakJ1xUd0nwo/i2CssNfOi/jY5/5Nn73q8/hD745xlf/4gK/+9Wf4dd+9/v4za89jdfnl3gr9PB64OIVx8OLXoxXnAgvuRmWIw8PRj6u3BgPgwgP3ACvBi7inzv4hZ/CvhJg8+iXWAiJnugOcVkjqxokuiMclouCyrRITUvS3XbnqZtbEaWp9EWwoUUFSXXPcvWPiw6J7pGqHqnuuD3IZpFq/jsIykEJ1SO2JOk9IYNDza8P9YemftUJJDNMwyTYE9lcYmk+sSKxHBZsQjTrHYXkZVOIjeD/A7krBYjkbI9wTehpIKsJjR0RqhvE+oRU3bDhqB6RPSGQy25ecURc9ojLHlFx/FCDHE6RSnSFeEQCzYyoaSH3LIw0NsVfse4Ry/Tqld0dXCYNzZW4EF9+PxvIWHuXduuqDqEQqDM9JOYOiqIBRmGT8EtpfENDHH6eqhP1nbyWir/Op1wFYvJFpuwMU77g+o5ExUyvTxitbpl+qwWCMXIqVneYyJ1x11Bayk2Rp2VnOdVvju7giMzT0Xf3x13dYpYzxn6qeap2spKIeMPXOjP886Tg5O8oEsnjosPsmhvEJCd+P5O75VPTYjwoglSHcd7h4lGP0ar9aB3/N558CpndICm3iFWDxOyRrDdI9A5hwQk8q7ZI9AGhka1A7xDnB6Rqj0QfkGqBh/IGC3NAVrLgz8sNMrNHkB+Q6APmZoekpOM3NgfMqw3ScouF2WNhDkjMHqndITN7xGaPebXDldkhLneYlwckSqZZS7gptnuk1RYLKx+zhKIyvUOs+Hix5sdSfYBvayT2gKzcIdlska03SNc7ZNUe2XqLeblHqugdyKodsmqHqCR/kOgDEnltqa6Rrfm+LKqdSFcbpKbmllTtEFV7uIbka2Y49WflHpflHsuSm0uouBUk1R5xUSOSpuTbBkF1QFzuSQwL0ewbxmKElt9rVIq01h6QmkYURzXCQpqCGRpKi6A8IKgOZ+4hUmKek5yk2HQkx1WHsKC/ItT0ZMR5Q1WXaRGvW3x7+iJ++ys/xO987Rl8+t//DJ/9o2fxqd//OT72yR/gE19+Cm9fLfGLJMLCXeByMsdL0xQvOwHezSK8PY/wztzF22mEt6M53opTvHUV4hUvwi+zFPYlF9tH7yBVLQJ1RCp4+8KykcaG71lsW6Rlh6RskZUkz11Nw1xQtuK7IPQSSKxGlN8V8QGSCE2HZdVgWbbiDmYzSQ0bQTg4qaXIhMUdBxDpFnOByQLTwa8a+BWJZU+4gFAdKcW1PRLdE8Yx/D2VVT1CudsQa/lluNVE50JM8jMyg3lQZLoyUVNhM8SFHKniKqRZiNIpKnuEm5a4vL45m8DCnM8X2o4wlkz3vuaGEw5wjih8huC/MGfibbTiJhMVAjkNEJBmHHqk+b6NLAlTX6AVxxAumYlCh027F6jlxCl8UPgMpLOIGDxRP3nDlqIkaVa4FFce0xey15XEAFfwf09e00xMYSy2/PcT5Hy/XcXC7a+opJmYHq4V/P6aIoOZ3AgJZDOYFELAFnecmPOIhK4n8nJ/yOBSfCxO/S1JWNPBqw5wyoYegxWlmWPdYlS2uG+Y5+Pmvdwj52ueGnIMoxUVQZ4mzj9aHTG+buGbjyB3v/nkUyy0JTH9rNwj22yQVJxuU8uJPbJ7pOUWc7vFvDhgrlhAQ0N+IFAkbefVhluC3WFRbrAwW6TqgETvcFVukZk9EnNAandI12sk5RaZ2WGu93zMvEaqDnfPV26xKHeYlzvERY1EHTCvdkirDeKKhG9WEg6Zl9w0kvyAqOBEH1oW2dQQmlqWO3IF6w2i9RbxZoe0Irw0EMFJuUdqDkgLPubC7pCZA+bVHpk5IC4aZGt+r0sp9PO1eAiqHaKS0JBnBvnrAbE9ILOEn1JTI1UNkoL8QizS1cTUmNsacUnvRGoFq7cNIpHGBvaAoNrDX+9Z+OXPgZWJ3vDrI81mlGiqrBJLiCww5Dsy2U4y1SJc0a0d6x6p4WuK8gahqhEVNY1jijxEsqnxnclL+B8+9W188mvP4Ev/+QJf/dN7+N2v/BT/3ae/h09+9ft4e77EK46Ph16EKyfCi6MUr04SvBbEeD0J8WYY4s0wwGuzFC+7GV72YmQ/n+L1IIFazlCu3qW6avAV6BapwFmxqbGo6LNIBJKJZYMKVItoxen6rJASDwaltoRoItUjMy0SQ74lreiaJvxBgjwR34NvuMZHItkdNqjYtEjLBqnukBZ836J1Q5hCVFKx7ZAokZmK7JcQz12hC9WgFKL3gAF88vpNe5ZQzt4/MCzQ3hVjhh3ewU2+NJGk6KWI82NeQTiJJL7IXy3fh7BgwQ+LVngIJr6GAm9F+g5qCkSF45uen58TshqMfsMvEsQs7L6mcswd5MCqJdEqr2MmV/aCghCbJ3ewBxWPPxRwI5fwCja4Qdl2vmmh7oIQPWnoYdFLSq6EHupONPAdxqUoYK7pmXD1cF1QyGNLzsPLj/BXNHoRjmKGmFuQ7HXl342jOkwlvXgqJO1Md3BWHSbXUqRFzz8tCfE4eQfHNJgZHqOaKnIGjia8M8ulMRgevJoo0eWvekyuOzir4floKKPJSxRBRSckMKHMf4Lxf/P7T2Gu9wjsjtCK3SJdbzGvtkirLQuz5iQ+r3ZI9R7z6wPmK/5dWBK2mdstks0a82qDhdljqfdYmC0WZoOFTPbzcotM7ZDlB6TlFrHdIi4OSIsac7Un7j5sBhW3kLDcEQIyO2SKSqPEEL6JDCdwTuHcPOKSTSuzWyTrDfxqB1/X8FaEi+brDebrLZZmh7nZITVsDDR00TeQ2D2S/IBs1WCh91haNp603EmD3COp9oSXdMOtqORriC3NakHFqTkr95iXbBiprTnhD5JQNcBEnL5jRcgmLPixuT4IiSz+BHOgHFWJY9ocEKkDtxlxOoe6wbw68PkUC3yqpNGYQWV1QGrZMC/X0sw0jXJZWWOuCatl6oBMH7jFmQNhJdviu/dfw298+kf4+Befw+/9p2fwxT/9OT7ztb/Hr3/me3jiyz/AW3HEIh8+xBv+Em9GGV5NM7x6meKVZYwX0zneSRO8HWV4I1ngjSRFNnPxmuejWI6wuX4Lc7uTWIIWSXkgPyFO6qRopIjSoU3vCN+z1NS41A0y3RI20w0n+TW/frgml4pJLyoonQ0qEuWxvoN/fN0jKhvE1Ydc2qKkSkUZ5VkW+EzULJGVCHHd3fEM6siNrKwRGSHUVXd2Tg+O6UDztoRvWmSqR5QL92Nb+B/sqbayAueISziqOpK4olzxpFkm+igFlg3Al0IeaMJDiaW7eyiysWmRlDWiqkZQcQOMhfCPxBQWymsOhu3DdgjLFkHZnhVofA3cDjzbw6skkFFgs1g3Ek8ycEk0HAYFp22nkOKtqFxzPnTudYBpmEQrsmYp9K5sEa5kgoW6RbgSibOl5HEmxX9m2Jg9I2bMvIW36phVZujNmSk2hFAOULmFOHBNB1cd4eZHegEsJc+uhFS6mqGUM91gorszvOMakXIWQ2Ixfz+QsWMl7lzdiEqHYoohHn+WN3BzZpdNV4LvryjbnOlGnlNunOe8j+6ueDfdz7t/pvAXe8zNDguzQ1JukK43WJZrzI1M/XqPtCAROTf8c2J3SPQe84JT+tzsEVU7JIaEcKoOWJgdFnaD1LJIE6IZTFl7BAUfd2lYfOZ6j7jYIzM7XFZbJJsNUnm+zO75OjQln5kl15BJUV7INpHaLeblGqk0jazaINMkfrN8z0Zmd1gqeRy9R6ZZ7OflHgvN588sp/5Q14LND+Q3mxLVTQcxjAkBrGqEVt4b+fq42iAxB8R5iyRv+RrNgQ1PcwuIbY1ICPJUUU6amBpLu0dcUHaa5i2yosFcYKO5JbEdCiyVGjahUJGszkoS4mnRIFONcDF7KpeuG0S6ZlOqdsisbGB2j4XIT5OSn59aOrSDosZc7/FgXeN77sv4bz73DXziPz2Hf/dXE/zBX93HE1//O/zaZ7+Nj3/5h3g5CvDQc/GSH+ClmYMXZ1M8nLl4EDp4yXfxwPPwshvgpUmMF2cBHo4iTJ6/wGuhh/cfXsB88A4yXdMzYWqk4pNIVIvU9Eh1ez6/mRma+BJ7QGLrs9x2bvk+pEY2HyneseZEzwmcBrrYNphbFqhYAu8iTdXVQIR/WL0T6Q6JYfEMyxZxSR5ncImnZuAmWsTl3efMy1omUUlqHXiAooWfcxPw1iy8gW4wet/Af2QRriyee+eXuP+Bga96JPaIqGqRbBskFR3JoaiMSAK3SAaSszyeJaihZiGLC5LMw9fQCyHfj2nhlmxgSSHxIaVwFwJpRZrmOs8KTFMKH2U6+CsJCzSdONiZwxWpQYXWIiq5pfmasGVSsZGHOV30bkHHeLDqRUbeIijoa/H1kJQr0SRmKPzkARhHIrlgetggOolfF0e9PB5zuzh1T2SqdjU3Wy+nMWqAiALFiPfhTodbdHAVo2icvIMjsfXO+XlY3CeFSFcti3+YN3CLRiLXW0x1Kzk8LaYrNgPH8KDVRBqfW/AIVrBqmUQsuWdO0WK6ajHJeSXRUfJvqWgxu27gXLfwH7UI8n9m4k/VDolM7Vm5Q6z2WKgtruwWc7tDqmXaXnOS5gawRVZusdBbXOo9Lu0Wc7NDlteIc5KSgSLEMjdbXGr+yjSL7lz4gbna40rtkdkt4nKLKKfq56raIhGoKRNp5rJc49JyWs9k8s4sP2dR7rAw3AzScod5wY8tzA5Xdoul5d+H5Rap3uHS7LGwe24BJRtcZreYl9w0EsvmNDSZecnJ/8rusNQ7pEq2E3U4exBis0eid1iWW8TVDnFJuOrKkrCOi5aEuOIUPTeUoc6HZljtxVNxQKRqFnlLtVR6XWOZ07Pgr7dIN1vE5QGeIVS0sCzqlMKSkI/zGknR8HuodkirLZb2gMuiZiM3e8wtv++hWcW6RjLwArYmrFTuERjKb6/WNb7lv4jf/tKT+NQXfoonvvocPv/1Z/E7X/p7/PoT38cTn38Kr6cpfhGHeH3u4hXPw2tRiFfTOV4MM/wiXuDdOMPbcYpfLTK8kyX4RTxHNnXxsu/i+nKK6tG7mA/blK6RlHvE5QFz0yCrDkirAxaaia1JxcaZqWEzqpGZBlnJRsBIDCnwRkhbIW4jcVKHRgpQWUuR66V4tYIbi+zT9ojLBqmtKf9VHVJxSQ/u6rSkVPbsiracaNNKsqXE4BcJfDacA410j6WotFhYj3j+3TWCFbeEH7+R4971FuFWoCfdIVi3SG2HTPHgTWzZbKKSvoxB6RJZQkSeTMyxEr29qJB4LY6FPxLyORRSm3CbwGCqkylZ4JayhmdrSW1lEY0KQl/xMKnnPfxCDi4VLbkNJZ4W0+Fq3WJR1vBWO8x1jSSvEa64rXm6Rliw+EeqQygX8gIp0FTcSLLvADcVnVyko/OdzVUSdiXnys3llKwZJJtixrKcmGeFZHJJmOOApftajlEVxOVdkWg7RSvHrNjknJwT+0RLsJyiV2emG3hFDSevMcmZwTNWJHinOYu4u5Ioecu/H9y9XsHpfaZauXvekRdY1ZhcN5hd9xJW2cK7lvsopoV33SC4bj+i8D/5FDLNCIVI74nzWxb0pd3ishTSs9wiXW+wKDfIRK1zabeYlzsszR5XZoNM7bHMD1jke0Rqj1gLNGS3hH00v2apBWopd1jK3y/LLa6qDa7MFkvLrSPRByR6j1jVmNsDrsoNHtgNLsuN8Asyqeq9YPhCvpodYr3DXO2xWNWEnqoNlmaD1G6RrNdYVNJA8gObhd1hYdls4vUGmdlirndnGOnS7qjr13tc6j2WeofY8PVdlTs2oIrNJxNZalLx65e6xlLMaaE5INM1lnrHhmMEdrH0AWSK8E2spHjbHXxD8jdVbBBRuUdQ7ZGUB0Iy8hqjQshle8BC7ZHmO2QFm8zS7JEpNqq5+BWycofFeksIz8p7qPkaYlVLEF2NzO65uekdrqoW3w1ewq9/4Zv47Neewdf+fISvfOcCT3zlWfzaJ7+PT3z+abwazLG8mOHB2MHVRYDl2MNiHCGZJHhwEeOlcYwXxyFenoVY3o8weyHAsz9+AYuJj+uFi2r1JlKzh2dqzE2LuSE8FuuGkFo5+CzotI5Ng6VqsNQNMttgbmtclkPTZnxIaIfi3yIyDVJNX0NcUr4bGk7+QdHeQUL5IG9tGX0thre5kfBA05xvS6eKRS3SLeG6XMhJeb7MkoROqwNhjeKIRPP54qJHVvTIxDgXqi2ee+k9/Pi5hxi/sMT0IsTkuQkur17DYlUxXlw3VIypluSyJoEcrxvEZSshfyzSPJMq07bhf0PbIl2Lp0QPSiQS4nHeIco55ZOH4rGjWJPEjVRLIntwxUs+1RC9zgRb8ZfI49DD0oiAgAmz3gcH/CR8Gz9KHiLfr3BoD1i3a9jDDrZbY9VVWBQbSpUNDzUNMuZA4DRXNgn6TrgFzHIp1KYT97lsCoMqTGAUT44+DdO3V3Cad0RV40mDmSkqZnhcimm/s+IO1nENXbPjnA3DUYRuZoaGTVfXmKkaU1tjYgjFTB+1mK0Eiy/49UwwZkNzlWwGq4YT/fBLsZmEBV+Dk7fy94yx/zDkNNU1pnnzz0A9TxLqiVYHpPke83wnhXiDzGww1ztcqR2ucqp0lnaDhaJyZiGFf25ZvFO9x0Jv8SDf4bLYYS7FLVtv+EumxmyzQVptyAfYHTJ9wKXZ4oHdYGnYcOZmi0u7waXdIlGEX66qDa7sBpfrDRbVFgtDgnVR7pDpHYu1kNJZucVCGtei3GJZ7rBUO2R6g6VZ48qSmM3sHlG1waJc83u2OywtN5NY7xHZHXF0yyIZGk7SmRjcaGbbYllucLnma1ooIZoFf08Kylzn5Q5xRVgp1QP2v0eUk7TOhOvILH0Hc0siPDYs9lHJhpJWOxrVBB5bKjHDDRuWFWjM7rEwOywNCeq5vCcLsyMPUrFhBcIhsFmJWkre88TuMDdsdpnZYbFu8B3nRfzrz38HT3z1J/jsf/gpPve//gwf/8Of4F9+8nv4zS/9EG8ES7wW+nh5luHVaI5X4hQvhyleTVK8FCZ4OUzwShTilTjAa0mAN8IUL45meC2Y4XrpwH7wJlJFR/iyOmAu6a3+ULAsneOppQs7E0VVrBukqw6XRYer8oBLe8CVqZFsxDEuHoVY1EFJSf9HVNXIygaLUjga0aMnqkOmhAswLeLygMw0WOgWlwItpapDVnSY53fkcaIaxOUeQXU4y28j0yIrWxrTConh1kIUSzH1VIf5rseP52/jf/r4n+Fn//GvEf/ZXyD4079C8Md/Df/P/hKXV68h2tzC3XUIth0CubYVloxxSMv2zDeQz5A71DKxx5qS3sSQFwl1S5mweET8oj3DOklByCrRHTLTclsqurM0lXlUjdzlaM5KFk9RXRUpFtrhTnZo6Lnxcm5LP3mY41997mf43t/P8P/+P/8Ix73EN19I8J1nFvibezFO/1sH0xzhqpoFXzUScsgtyzcsjp6qxaV/d83PHTT9tkFoqagJTCPpuMMNcE7QnjyWVzAo0tUtHPuhPxcNZism+/qqhb/ix1zTwrMNIxN0KzfDhwwz4vO+aeDpmluGwEfTooW3ahCtOOVPTY2RqTGW++Vhzo87Rqb8azYLR7YKR7XwC0bjT4ZYFdXAvaZc3Vc1XMVmMC0aBMVHFP5v/eAHuNIbQjjlFi+aDS7NFouKU29cEPZ58GiLS7XBpd1gqbfI7BpxuUZmtsjsBrFmwXpQbvDQbHCl92dN/7zk48f6w7DMFstqi0u7xaXa4lLL80nRW+otHpZbXNkNYSfNIn5lN3hg14RvzBaL9QbL9QaXmhDMUmSWmd1iWd01gMUwWZsNrooNrvQOl3aHq3KNy5JbxKJicZyboYgekJYbBGJqu7JbBKJKygyNa0s7fM2O/gGBkOYiQV1sOFHPTY2s3GFZ7ZCst4jKHZuC8AQLc2CTNAO8VjMio+QGQ7iDTWhh2VRTTWnrwgoxXnIDSS0hnLTcYmHFVbzeIhngqmqNbL3BvNxyc1EHidQgTxGsDsiKA5Z2h0g8GQu1R2Y3eLDe47vOJf7lJ7+N3/n68/jid0b40l/ex2f+8Ef42Ke/hye+/EO8kS7wijvBcuJiOXbw4sjHw0mI+ThCdD9C8kKCxUWES8dDEjmYO3N4P3LxcObh+kUP5fUbHBDMActqh6VhVlSmG25OhgqouCSsMy9YpEOJ2shUh4Vt+P7rloSvYtHOZNqPTINFtSckZxssbItFVWNRiYpKdViYFgtTI7MHLErCTmHeYF70mNsjEnvCvOowX7eY2x7z4oh41WOeN7hShBmX6xrzTYvF+gap7rBQNZLr9tx8CHmwOPuqxXLX4+nwLfyr3/hjPPNH30L4X76B9E++gYv/+Vvw/5e/wEvjEV56/RqXb1zj4Vvv4/KtD/DgjXfx4FePkOV7pKbDXIjrUKb7wckcm5YbkEhjIyWZUhItTrXZHWSUDZ+jWswLktO+bUW/LyRl2cCvagkLHIyILbxSLtwVkjNVMv8pUjzpGqoOX/muj//qf/wG7kWX+L/+8R/xx9938NUnffzBd2J8/s8DXGQv4//+P/8PPFRbeKZFUh2kkLaYWcnhMjUlynkDv6BzP9T8HF91Aq8NfEArcRFyo9u24h/g5zuWhLKfS1MxAuOs2vOWRWMjU4kpg5Y7IZIFFqw6xENjyKURFhLJsuLdkmneYFbIY6wYdDnTLRxR0UUShunYGt6KzcfTLdyct9Ed3cJV9flSopfX8AuaXr2chlc/rzHLazgfHJB+FNTzrSd/gIdqg0uzxlKK6tJukJUbLOwaS7NBVuywWO2xULv/j673bG7rzvN838Pe7ZluW7Ik221LluRsyZKVc7QiRVKkJGZS0cqREilm5HDOAUAqy7ICSQAnBwCk7J7pNN3TOzWzs7V7d/fWVt3a1/G5D36H6q7uvQ9QIkEAxAFVv/BNf1TTR7M9NNtDcTwyri8Tsi0SS83xyTlSVDWrQs70yZkeqikFTXV8MmaFrBEWfyMgZ/goeoWsLmSwYvvkLZ+C5ZG3PPKWvD9Fr5C1fcZNn3FLYJ+C46FZLqpRQXEDsl64hXi+bBZh04mHMFbWDRuFUxHIRq+gmlVUq4LqBm9gLMUJ3sBKKVegqrwlZHPWDAT+8AKRqLphs7JEsqo5ASnXJ/MX3IESQg+KVUV1ZDMRCat4CDQ7QPVDT4MjE3vGkKIjyqWAjOujOAGa5VNwAjLlKkkj9DyEDUHxhM9QQoI6awnxrjmBXKdRQ9Xl54oVoM1tA3ZAJoT7UkYFxQzI2r4Ufl1I8LTlo1RqdA5n+XTDd6zYdoWVe6+w7vBV1uy/yOJveli9+SL3M2keZqM81NI8SMeYGI3yOJnkqZbmSVblaUblaTbDfTXFQzXFs2yaQixGIRFjWhvFnv5B4Du7iuKEUJVdkyJsCHGZtmfIOsKPqLbAaCmnhuIIKZyza+TcGkoIw2Qcea2sLYqfzJx8NiTRFXsGxZQoj7j5mnRRIKakHbrE9VnSusBq0bJL6lWJ/IsS2lSZ8VcG+ZcGhZIlfI1Ro7NP5dyFu2h37qL09/FgdIR87x3uRRM8sAI0b5a8/pp4WfTocfMnRl9WOdAxyKrN3XzyZTPXDnahNLZxa2cLq5c30L67B6WlFe1YG9njPeTau9E6T6G1d6D29JCfKJB2X5MyX0uciP6TxKGEE23UfU3GlWuO27PicdB/kiNOQww8ab0mqYtxL2m9JlWaJVGShpqwZHqOGVLU5DyOGRJe9c9SYmuWpC38SUoXAj1mS9NI2zKVp5yfuKBMsXDHWX62pp3vS2V++6vfcLB7hG/PJ9h3JsGekyl2d/Qx8+sqv/rD74iYQai4mRV1k1UjatWI2lVGTJn8E2UhQMd0CYSMlWfDOHaJep/zpYzZr0N4b/YN4Syn8YUEthFO8raQ7BFj5g3pGzXlxMAxM4yu10MPj10jYVWFXDVnw4ZUk6JszjJq1Rgri8dmLDzQatiaIWLXiJkSkDlqzG0w8voRu8poeP+oKZuEHMEq0fJj+izR6Rmi0zVGy7OMlSQs6PNMAAAgAElEQVQBIabPEpueZaQ4w3CxSsb4P038Z86ilgOUcpVcuYpmBWSMgIwekDM9cpZLzvBRyxVUy0MxqmRNkWZKIQ+EWLSrKK6PEmL9aSdAcz2Zzh3B11WrgmbKBJ8JpZ5qWNhVPZCmYnrkbI+c7cqGYXrkLIF4soY0pJwdMG77FCyXghU+3vJRvYBsqEhSXV9ujjQv1RBCWLWkmGueT84MyJYFDsmZct0pz0d1AwqWNB/NFfgnYwYoji9bhy6NIOP5ZP3gz0XVDsjZHprtk/SlKWZsUSqldCFzVUeMYW84EkuIVcUOQvhJJvGUIzCTbBIChWm2j+Z4qLYrpKxeJV2qkjEC+bleQSnLZpZxfFKuT9aVAp+zffJmBU2voRaraOWKbGaWkM+qVRF3tlUlYwYkSlXiukA+6XKNVLlKulgj4c/QOpjj/XUdrDl0nb1Ng+xu6WPtt1f45dozrNx5ngeJNOrACJmBBJnhCMneKLFbSVKRFJnBGNm+KIXhUWJjcdIjUTLDg9y6epv0yBilfJxa+bnAV8YMammWnFmV4mwJwZt2q6heQM6pEHdk88p4FdL2LEr5tcBYgU/OrUi2kv6jwEDWjBT4sFHEzFmy5iyaHfIG1izpsiTBZsLMpbQdqob0WRKmQDRb2m/SvrcNpbmdTHM72ZYOEi1t3Bsewfztr8lbFT7ZdIoD65uIHWlgZH8d6cYGlCNHKA72U/uHgGKtykvX40WpSvDja3Qv4Mlkma/X9vDeoiY+//Q4t4+0cXfPMT75tJGfL6nnxN42TtZ3cr7uNNHGTu7WtdK1t4u+IycZamjn6b0cucoMceNH0kZ4hGh43XFjNvQOCCmedGoi3TTCqdyafRPHnbBnQ+9GCEUZUgDH5uSlpsRnpGwx98UMgTNiluD+Y/pr4sXXYQbXbBjGKFxLxq0xVPyR1W3D/Mc13by/6SQ//W6GF5M227oi7Pwuzs6TMXadjrG5O8J3wxr/8//5zzwyKgKlhJlgMadG1KsS8aoMWzVG5qS7+ixRpyrngxRfMxrKGudgoDFTfB1j5o9EyhIkGQsTemPl2dDdLd/HrZk3kfUjJcHdI2Z4TrgRnj1iSDJxQp8lUg7PIbdrjBk1ooac/zFkCbYf1eWAqpg5K6+ph1O7McOYKcfdjjk1hgyZ7GNmhVF9JjR5zUoTMGVbGC2FHEBxhsj0DKPFGUaNGREgmD9KHIgTclnln7h24+ZfY/xnUU2PrOWRcV1yloeme6jlgLzhkbPCqd8JpIiaAdlSKHu0K2SMEMu3hLTNWz5ZOyBuBShuEEIpLprtotoeOdNH0yto5QqqIY1CtX1ylkfecckZAYpeIeN6KLZP1pGNIR82BNXxUCwfzQzkObZHzvVRfB/FE89AzvaZsHwmbCmSubkiHkIbqhWguv4b6EhIbB/NkqKvOL6QzXaA5oruP+NIUVZsP+QvQl+CG5AzffJmQN6WApyzAxTXQ7EDKaRWFcWWppMLISXFkGk/YVVIuAKtaVZFOBTLDwnbCqlw+8jZfghz+eQdn4weoJSqZMJNTDMC0mZASq+gTVWkObiebD6OkPKKI/yMNl1l3BJITrMCVEPUTQlTFFiKFZCyfBIhyZ81PVK2R8b0UK0qnXdzfLLrJF/uusTardfYuPcqa7Zf5f21Z/hqxzkeJDNMpEZRkzEepeM8Sce4H0txL5rkaTzBk3ic75NRnmYiPE/HeJGJkx/p52Gin6mJYQL9Maol25GiS0xI2pwhExoIM04F1ami2dVQihqa42xxOWecCmlP4kYyVk0meVtgx7Qxi+KIzDMd3p92xfSWDonhlBFO98YsWbvGhP8jmv8jOXeWB7bPzr3naFndQqKujcSR4yQbjhOvO0p/zwXi6XuoAxku7T7JtX3Hubz3GMkjJygcO0b+yFGeXbrElJbl3miETP9tnj99QvCTzbTpE5l4wootbSxaeowVy5s5tb2FTV/W8/ZHR1i4uJGm7SfY9O0Z6vddJXqkg5P7Wvl4bQ+n95/iwr4ucto9FP8nlDCAL1n+kaw9gzLnFA+n3oQtpH3crxJ3aqTKr4XHsGuk3JpEguiiQspYIiWOF38UtU1o5Esbr9+E/CXCRN65wiZR5GF6rzUTpuXOELVnUPxZumPP+cWmM/z865N8dfA8//4//o1k4jG7O8fYdSbGjs4EW7uSbGtPsrVlDK9a4Q+//yOJqRmBMszQ8R7eknaNiFsl4ogiLvLmvG7R04/8hUItYs+Eabdz0e7h5G7Jka5JQ1zuES+QOHmrxqg5Q9QMj3ENj35NhJh7RJ8hUhRMXeCgGRLGDMMhzh6zakSsgFG9Kjp8syZBkHqIw5s1RvQZho1ZRsozjBkzDBuvGTZmiRlVRo0ZgYJK8pqjIT8QK80SDZ8bNWYYMyuMWDXOZF9Rf1PlyE2V+jspjt5M0nAhy6XL1/524s+bLqrhkbZ8Urrg4zlnDqLxSJkic1Q9gVy0cuXP8IsRTuphwdLCm2J7QtgaUqBzlkfOdClYrhQxs0LOEDWQ6vhkTZlUc6aPYvqkLZ+MKYU2Z8v7UC2BOTQzQC3LBJyzPdKuR9oWUlgNp+ac45O3PBRPpva87csGYXkorhRF1fUozBHKjkd+rri7PlnfDxUvPllXyOCc5UvzsoWYznhh4ypXpIDaviiX3nwGYoLLuh6K65ENi/ccT6IalbCpylak6RVyJdkcFMcnY0jTSfsuiuO92SZU0ydr+WStgKzhoxhzpLg06VxZ+IiM58l1Oh6q7aGYHhm9QqYU/k1Mgd2SVgXFrspzLS+8Zv/N93nLJeN6pB2XnFGj82aODzZ1sqLhJrvahjnUMsiafRd5d003K7dcYDyeYqx/kMGhMbSRUZTRMaIDwwzcGCHTm0YbiVO4G2V8KIo2lGB8KM7QlX4mIkNM3hvALT8lY1QFDvMkmlumfWmWilklF8Z8KI7kMmWNGVS3QtaVTSBrS7PIWnI6W9abMyC+Fs+DMSPPD7OasnYNVZ95I89N6jNkPPkdp+9q7G25xdWTVyhcPkekoZ3I4VaSdSfI1LWQbmwlUX+CPSuO8vHHx7j7bQcjDa3sWtnMV6uaGG7oJtV8nHTDCRIHThCpaybe0Ey6vp6HaoQJcxp10uVu4RkbNnTw9vIGFn1Rz9Iv6li4vJ53P2pi3kcNNO8+zrVDPYw29ZBoOkb0aBuXGzu509BBf30bqWiCtBc2Q3OGrP4axRLneNQU2e+cKioZ8iExR4xvKXOWhFuT7aD8ZxNhyqxJuGDxtYgP7CqJEFuP2a8luTY0CUp8i7joZWOtkQhx95RTI+nNECkFfNF4g5+t7uHvv+qm8dQd/vf/+i+cu5hlV0eUvWcjbO9KsLU1zva2GBvaYnT0Rfmf/+3f+cGuENVlQ4nr0nzSpkA/MT1sAuYM8ZJAKnEjhD0MgWsidlUMnXaNmCXFPKLPEAt9PBlDhBgRs8aYVSNqyyYxrEuAZMKQxpMM4ZSx0gxxoyavrYuHJqqLjH1ue05aVaJWlRGzFiqBakStKlGjRtysEg+bxHB5hrHSDJGSNIeoWWOkKA0sakn21qgRQkclOYY2Va6RLNeIl2tErBrDxRpb2of5YF0ni1f38P5XZ1jw9WmWrj/D+QuX/7bw50wXzfRQimGxscW8pZYr5EwPxfBQdcH2VcujYLnkTVcagxVuCeFEr5oBBdMlb7lolkAwiiEFSrM9xh2PgiOTZjaEd9K2T8b20UwftRSg6WGDsT2Zwm0haNNGBcWUYq9ZrhQ0L0CxPbKlCjk9IGf5ZMPXy1sCC2lO2DwcH9VzUF0XzZENY9xxydsh3GRVSFkBmhuQn5uQbWkgedtFccKCqAdky+H2YPtkLOEu5GuZ9rOuTNc5xwu3Ho98WLxV20crV8mXqxTcEKaxRTmjmTLhZz25DiWUoCpWEMpnw88zJNUzVkA2bEia5QqnokuGkGK5ZGyPrOORsd1wu5LHS4P3Qz+GcCuaFf4/cDwyZkBar5C15P607ZIyfca9Cj39Kks2fcfKA1dZe+Q66w/dYuX2S/xyQzcrd57hQTTBk9gYTxIRnsbjPIgkeBiL8jQe5VEsyvfxOM8iMR7FojxIxHiUGSMzMsyjeIyXWgS3+AOKLjLh7Jwk1qqimTMiHTarFEyJ31DcKppdQTVr5K0KebuCZtdQjBo5W7KRsnYFNQgLfyirVUyB3rJu6NGwavL56zXU8qwYE+0aammGzc1XeXtZA0fXH+f6nuNE64+Rbj5B+mgr8cYTaE2t5I+1svvLJpZ/1szxrR18sbKOeR82sOLrJg5uamf/rm4G9nWxe30PLdtPc3BTJ83rO5kYS1EoT/ODa/C4+JLVW7v4+4/qeefjRt5fcowFy5tY9FED85bU07i1gz1bWzi8q41UQwfnd7exaccJrhzo4kZdM8lslnQgfo5sOSS9Q5hHzoSYkSk+vPZE6HpOWeGZG+FjxkIpb8KcIW5WSZjiKs9YNdTQiR43RD0SC1VrmXLIBRiSMxUJdfjJsih5Uv4MGa9G48hDframkwVf9fAfvu7i2lCe//bv/8rhMxG2tsfY3hFhx+kI27vH2N4ZZWt3jA1NI+RfvuS//Nd/IW1WJVTQmAmd2rKZSCOokXQkYTf+phDPEg/FC3FLTv9LWPJ9zKyRLM6QMCRWPuWEaQSmTPkpq0rEqhLT554rhs64XiOuSyOQtOAqMVOaXLxcI16cIVWS95dwJABz2KmF2HyNMSuMi9cF9x/RZxnVZ4jqNWKlGSJGCBeVZohPy3XEjRlik7NESzOMGjWGyjVGw2TjWLHKWHGGoZc1thwbY/HGMyzbdIbFG0+zcP1ZPt15jgsXr/xV4T99Fs10pNCGBTxnuW8mStX20Gz5edb2yLhSkPO6i2a6ZD0HzfbIGfI41RDVjGaJRFJxHJFK2u6b1xdXsI+iB28w/6zjkbZl8s/ZHnlbpv+C48pUbkozyjo+OcdDsWUK1myfvOlLE9EDtLJPVvfQTCGGtbDwq5ZM3Wo4XefCyV2gDIGnsqHBLOO55BxHpuQQXtHCxpEL4apsWHwVS6ZvkYO6Ak/ZHllHNpOC41HwfAqOkNXCPwTEJ21GXxjEJ8siXfVlg1Fsn6wRQj6eS9oJUN1qqG6piJTVrqDqNfJOlZwfMO75jIdN9V7gc8+rcs+rcN91GQ+hqqTtk7I8aexTFbJ6uMXZskmlyhX5zBzZzjRDmrwSkueK5ZHWPbJWje4BjffWdLH+4HV2Nw6y/egQaw5e4b1tnaz49jTjYwmUwWHU4SjqUJRsXxTlVpTCzRi52xG0wWFyI0Nod0dQByJokUHuXO9DG43yMjOINfUEzQ0znEJCW7Gq5JyAgh2QM6poVgXNEchMtYXU1yyZ/jW7glqukdclfiJl18i5AVlDpKlZN2wYbvDGuZwJIRHVrpKzKqhGlUy5hmbMsqdzmPdWdbJ33UlaNrUTP9jN1f1HObejmciBVq7vbqRl6zFWfHaURV/Us3jFUf7ui6PM++AIKz9vomFzB3XbOhg5eIK63V107jpDw852una1kzx5htHLtxm9fZvczdt072qiec1RNi45yrsfN7HwkyYWLmtg4ZJGGjZ3sn93B03fdpCqb+f6t23sXNfBpT2dfHe0kZimonry2aQMSc6NhWdBJMwZkmWZkBNuhbgrybcpXQ5TSlhhrlN4xnbCrEleky5k7ZxnZc7/kSjLGRtRSz7flD5DsihnZo9ZM4yaorJJWzUSxo80X8ly6maCz/dd4e++Oc1b684wf3Ub5bLPH//wzxw4Pcym9ghbT8TY2hZla8cY27vH2NoVY3NbnJ2nR/nTf/4ThYcvyLzUUc2qwErm7JszNyLGDGN6aGIMI1bi5Rni5RlSuoQszk380XKVqC7y3ahdJaLXSJpVUqUqUXOGuCuS9ZRVJW2Ici9hiuM+af/ZMxQ3BfqJhZtDshyeQqhL+nDEDogbUvRHTPHxJK0qUVum/ohRIVoULiDqSDBmQq9KunG5RqIkUvtIeYZIcZaoXiNiVhnRa4wUZxibqhKZqjE8Ncud5zNsPDHCh9vP8sGO0/xyxxkWbTjNsq3nOP/Xhb/j9FlyhitTvyWTes5yUQ2ZyBXbRbHle9V2yTguWcdFNT0UywmfExYK0yNfEphIdaRRpC2BGPKWS0F3yemeTOhhIdVsD9UIUExPcG7HI+e65F2fnO6SM1zhGgxXlESuQDdZ30Ox5H3nTYeC7ZA3PTQjQC1VyZWEoM25olQqWGEzCaGLvO2Kb6AcSDF03VBRFKC4LkpY9BU75AasOU7BRTO8MDwu5BpsmeiVcJNRdeEv8pZH3vfJ+9IMMiWTKVNnKtDpffaSjr4CV+NPGXxUYuDJDyi6j2pVydsVgc1cl6ThMDJpMPxiitEXrxj8/gWjP7wi+fglYy8mib2aIjX5iuGnPzD44AU3lIecHZjgTvw+sR9ekJzWSU4apEomKcshbbooZcHuFTvcaixPmqXtolqOfIaGj2q5Ap0ZHmrZRyn5aHaV7oEcn64/yaqtF1m78wpr9lxm9Z6LfLihh5XbzpIbTfM0FuF5Is6LRJznyQTPMkl+yMZ4mU3zQyrFs1SCV4kYrzJxXmWiPIiN8SA+xmR2GGfqAXnXEp/IHKluVhi3fMZDsl91Awqu8CkZVxpEzqiQLUsBz9o1csYMBbNG3qkI/BOe15A2Z8hYM2h2IHJbp/Ymi0p1hf9RXHFDp+0qO0/c4d1Pj9O4oYPru9s5vqWFpcsP8/nnTdRvOM4ni+t458Mm3l3WxEeLj/L+kmO8taKJtz46wpcrjnJxbw9XD7YRq2/h7v5u7hzsYKDxBGPHOrhb18zWzw7y7bo6bh9oYbThKNEjJ9j3VTMLP2lm0ZJG3l9cz8IP62nZ0sng4Q7GjneRbG4l2dhBf30no4faGG5spZBWSdmvSZdFTJB2KsTD2I6ULcbBtCkwTNKqkTBmRZrsics8ZopJMGuLnFcpCSyWDiXJGWNWmoUdkNJniE7PEg0PUIpZ4nDPmRLcOGbXSOlVNGOWm+Mllqzuoe7IHbYevsnPvznFz9af5r31J/hP//ZHSnaNbceHWdsaYX3bKBvaxtjYNcqG7hHWtkRZdTLKiqYRbqYn0EsWfRGNcU9g1Llb3A0YCQUKilkVLtIKSOhVYiWZrmN2lVGjRtSsErcrxAwxkWaMCimjQqJck6nbrBIri6w5Xq4RLdXk8zRFSRQzZ0iUJXImps8wWpL7U0aVlCkbQnK6SkKvEJ2uEZmeYWy6xkh5lohVky3Crsg2ZQUkLYmCGbVqDOuyRSWsKnG9RqxYI16sESuLxDymC7yTMCpErQoRXQr/WFj4V7cNsnDjKRZs6WHR5m7mb+jig41nOX/hrwv/mbNohhT9nK2Tt2zylkPOlIlXtaVYq7oUiMykQbpkh8XbJW84IQHsoZUD8rqL6joy/VpS5FXbE2golIEKTOSSs+UxKV2Kr+p4aKaLasp2kJ/7WncpGA5503nToBRHGkHBlEY1XnYZt2wKjkPe9CkYoQw0nNILIfRUcOTrccchb3goeihNdV00138Dy6iWj+ZKM8uZPgX7LzYiPWxWumweOdsl7wh8NCeBzYdS1Ohkiej3k2SfvyT6+CkPvn/Mi5fPUCdfEck9ZqTwmIGJx1xK3uOBa3HfdXla8Xjo+dRfG2FVSy/L6q/yecMNtrX1s+NEP9uP9rG3oZ8dx/rYebSXbU032dTSy8aGm2w63MuKfbfYeOAae1pus6P1LluOD3B2tEDBD8g50qwV00M1ZFNTDI+sIRue3C+cj2o4qJY8TjEcMpZLzq/SPZph+epOvtl5k10n7rKv5TZr913i/dXdfL35HLmRJIlbQ6j9Q6iDg2ijQ2Qjo+RGItwbGCHdP0hqcBg1MkBuYJiJ/hEGL9ymMDCKoUZwp5/I5x7i+YojkGDOEWK7YMtmkg+3HM32ydsBeTNA1UWam/ICcm7AhBUwYfnkLfF5aOUamlEJFVgCIWbcCprrC0dgy0agOhXyjhD2u1uu8/6nx2lc18O+1cdZ9GkdP/u4nvkfH+XtZQ3MX9LIO0sbmbesnoVLG1mw6gS/+LqJt5bV8dXKI+za1cm23T3cPNzKqvWdHNx1hm+3dXLgQA/7t7bwf31dx8G1xzm05zSnDnXTc6SH9zd1MP+zVt5b3MiCj47w9pJDHN1wku07TlJ3+Czxxha+O3iS1bt6uLT3NNf3t1JIKXImRhgamLUrofy4hmpWQz9JTfKM5nKanCppXQjJhFUj40rTTNlVSWa1qxJh7gahXyTcRu1AilyoXonoUvhylvhHUo5PVq+SKs9y9f4rPt9/gS+3XeGrrZdYtP4U76w9xZId53j9o8dPsxXUwisS96fIPnhJ9sE0w9oLYhNTJHJTJB48Y+zeJJHcQ6ZePePmQIy0Y4nk2ZTo9YQl53RkzDCuRZfDo9K2OOkT4fGyUbNKwg7CWBZpDHPZY3GzRswQJVt8ukqsWCNSrjBmVIiUZQNI2AGxsMGkizWSeoV4uSaBiU6FpFEhoVeJ63KuSaJcZWyySrQo24gc9FQhpcvGETflcUk3YMyohji+NJxkuSpQTvi4iFEhUqoS/YvCP2pWGSnOMFiu0fe8xtrmMeat7WHRmpPMX9fNL9Z3snDrab67+H/A+FVTYJu8ZaKVbfK6Q85y0cKJXrNk6s8aDuP3Jxl/bqEZDprpkA8foxouWtlDNV1Ux0ExPbSyj+YIpi7wjE/G9iiYdtgwXDF/OTK9a4ZLznTIGQ45w0UN/82bDgXDlSJvO28w/pwjvz9ru6jlgILlcs+0yeseeUM4iHyopMmZLpouxVuagisTrTE31TuMO640DtsW2MiURpQzPQq2bAk5yyVX9uXadPcvPjtHyOSw0Sm6QUdEY0dPlENnIxjTr/ix8ozAecyM/ZJa8JJa8IQZ73t+DMpUnSK16hQzlef8VH2F571g14krLNh8hnlbT/P+nqusPdTHxsO9bGroZcPhO2zadYeNe26z5mAv33x7i017rrL5wA2+OHSdrw/1svZgL18fvsmKvddpu61QcAJUXf5Wws045E0XxXTJhI1KM+TnecMhpztohotiuKQNh6xlMxHUODWmsHhDF1/tvsT6fVfZ8u0V1mw7z6I1Pazafp7H0TjPUjEeJiM8To/xLBnnWTzK94kYTyJRnsSjfJ+O8ENqhKeJEZ6mI4zH4zyNR5lWxnBLj1FNcZDnTJ9x48+iAS0k4PMhHFhwPO7ZHhOmLxLf0IuS9URRlrcFYhufex3nz6a/vOOTLUsabM4VbkcgoAqFsMmMWwG7Ttzhgy/a+fTLFhYsbmTeskbe+vgI85cdYf6Set75qJ63P2vg7U8beXfZURasbOadT5uYt6SeVV80072nh6797UTrWrm4/Tin97XQs+sYFw618+2qJv7D5/UcXHuC9r1nuLy/jb7Gdtau6eKXy5p4d/lR5i+rY97SQ5zY2srpA13cPNxFtPEYA4e7Ob2/i5v1ndyub0VL5sm6NVQnkPOrrdob53bWmMPsxcg4lyWVsaqoIUaf0asoZTkpL61XxbkeJtZmHD/MdaqSsiW+Je0GpMLjWpNGlbRefXN8akavvCmMivUjm9vH+HDTGZZuOM2iTSf5YON5lu2+hWkW+X//+7/wX//tt/zn3/6Gf/3n1/z6H6qYz17yx9c1/u9/+yf++7/9jn//Tz/xL7//R149vcfzl0/QLI+MPotiyO9Ohc5ySfutkgpjR+JzseRlaQwxNxDc3ZRCH7ekOWasQKJSwuenzQqZYoV4SabydMj/pR2fpFMhZlZQy+HBVWaNuF6VIl6skCpViFkSWBkzK0TLVRKlKtGybEYxo0ayWCMxLZtI0hJza7RUI2LILarPEClXiJQrjOphQzADokaVmCmNZ8SoMWJUGS1WGS5XGXkZsLppiHkbTvLumjPMX3OKt9d28f7WM/8/hd9wUHUHteyg6jY53SFnO2GBtlBdh4zjkDVtckWTiWmLwrQtBd92yFkyic9N47m5YliUop2bg4/KHpruCmdgSlHRTClCUmAdCmUnhIRccoaDZrtkbUemasslb9thU5L707aDEhb1cVPgJLUsRVtURDZ5R2Cge9Me+bDoC48wByN5sunYtmwjloNi+GhG2GB0Kf6a5TIeXotiOQJvlUJ+wfRQDJesKZh0bLLIpo5bfLb7GqsbbzA4qpLNZkinI8TScVJphVQmRVKLkS8UyCtJHhby/PBUZfJRjoQyRuuVQb7cd4F5279j8Z5rrN1/m1VHelnfeo1Nx26wqe4O6+tvsf7QNdYeuMbqvVdYv+cGK3dfZfX+66w6coPVh2+xYs8VLgxM8MCvkC47ZE0HzZRmnnYcsuHnmZv721kOecuWrw0XreSiljzyVsDoizJb2np5b2s36w5dZndjH3sb77Dm2/O8t+YUa7ee52EySvbOIJn+OKm+YbSBEQoDYzwaGWF8aJjc4CgPx0Z5PDqCNjJAdvQuw1dHmIgNU8yNYU9+T9YIUC2fghGgFsX/Ie9N4DXFEantG4mr6TNuiUqrYM9ten9WUeUsgf7SrvgrFDcgb8nvyIeyXS2U+IpHQJqKOl1hR/1tFi8/xqKlTcxfUs+8j4/w1qd1zP+4kbeWH+bnnx7mnU+aWLSsmV8ubuK9j4+x4GOBer7+oomzhy5xuukkkYYOLuzp4szBTtq3H+fa3m52rzrGf/ykgUMbWzixo50bB1u5uecEK75q5r1PG3lvWT2LltSxYPFhTmxtoX13C5f2thJvaqP/4HG6t7Zxs76du/XNjOeyZDxRymlhhErGlMKWsOcSaCWmI25ViOozJI2aeCb0KslJKdZps4ZiBqSNgJQpBj/VroTTdVjg5hqDXZHtwZQCGLMqJIwqKb1Kyqqg2VXuPCyysaGPT7ed54PtZ3l/41mW7jzL4Ya7vMqleHUvz/eawq27QzxXk8RodmsAACAASURBVDwfz1K6n6X8UGMqn8d8WKD8IMvkvSzPcwl+uJ9m/NUrcc2boaFSr5IshgXbCUgYlfA9CDySMCSkMGNVSOsymUfNQIq6USWtV+S6LAmlTJUDsuUKaSsg7sj/G2l2vsTJ20GYRlANzyavkCpXyBgB8XKFaKirH7QqRPSAzLRwBenQCZ8NjaBJ2ydu+kSNKqPFUNljVWWr0CW0MlquEClWSJaFj4zrARG9SiLcLiLlCinDJ6X7bDsTZeGG0yzccJp5a7r5+1U9LFp/ju/+GurpPH0G1bBQdYtcyZKib9rkbQPNtlAtG82y0WybCc+jYHuM6x6qHqppXAvFtaVwG244rTvkjLCBGDaa4aBaDhnTRdH/PNVrptyfCzeKnG2TN23yRvivaaG5NmlHmkPetCnYJnnbRjOl4CthA8nZ9pv7tVB1lNfDqd5yhGMoCyw15yso2CH3EE6+OWtug5HCqIUGtkIoQ52b+pWw4Sm2S67kkNNdVNMhY8vGkzV9xl6WWH/iGh/sPsvSPec51NFP3ck+jnZc50DrTY629dHSeZtDrdeo6+jn6MnLnD55m9OXB7hy+y7nLw/S0DXAku0XmLfpAst3XmDjt71sOXSTzU1X2VN3nc11t9hw4Cbr913lm31XWbHjCqt23eCrnZdZ/e01Nh6+zpr9N1mx9zJ3RrOYlSJPLIMJWyAuxXRJuRZp2yVjeKi6R86yyDkmim2j2uFAoLvk/YDIVJnV9RdZ9FUPSzecY83Os2zc+R3rd1xm1e6LvLfuNKt3XeBRJsaDxBAP4xEejg7zJDnG43iEJ9EIj6LDPI4O830iwg/RMR7Gh3iUjKINj/IkM0wpM4L96nvSoXQ3b4ay0jdmQlciNyy55e0/E/Vz0Rvjpkz9SkjKK3+R/ZSx/dAxXiFvBeRdj3E3jO1wA7QwOFBzfPKuEO1bj97kl58d47MlB1m05ABvf3KEX3x+kLc+qeOt5XX83edHePuzoyxa2sQ7Hx9lwefNvP9RM/M/qOOrFfV0HznL2foeokc7ubz/JKf3ddCz4zi3Dray75sGfvFxIw3rjtO0qZNrR1rpP9TCutWNzP+sgUXLjvDu0iMsWlZP884TNO/u4dKBTpKNHQzXddC5s42bB3ro/fYYT7IKqlElHXpt4uUZ0kYVxayQdURppnn+m+ymhFUhqcvkmg3DClXfp+CL0zvjVchW5LPIGDOozgyKXyXlCl+QscSombECMoZg0MnQ4Z2yA6KGOKl7hgp8vvcCq/bcYtGWc7yz8TRLtp2lp/02vbdHudE7TH//GPu7ehm8HaG/L8uF26M0XUhw51aSgRsxem+kGLw7xtBIgoG+JI8nn8kBTGUpoGmjQrJckeJqVkjoAcnpChk9IFKqMqbXiJmS1ZXVK7KRmIGET4a+lZgtpwum9Qqp6Qrp6Sop0yfieMRsT0yRjk/UqhC3fZKhez5tBxIWWa4Irl8SaCdqVImXKyR1n5gRENfDgErDJ2UEJCyfpOUTCbeCsVKV4ZJM7wk9IKkHshGUqiSmApK6R9LwGZ0WeCderpEwqoxaATHHZ2iywoYTQ7y3rZtFO07yzqZTvLXuFO9v+o7v/kbVc+YMecNAM00pxoYlN91C0200Q27pcomBx99TeP6EZ1NPef7iGS+nJnhWmuCHyYdMGC/l8WVXir5hki4ZoezSQjP0sAG4aIZsCAInCKeg2Tp52yRnO2Hxt1Ati5xtSYPQhXcYt0zGbRPNtKQgWYKvK7aDajtotrzffPg75gp/wXAEnjKkeGiGTLiaKZNtzrApWLLpqOF2oZl/hrtyIaylmC5JIxBC1JZNI2e4aGWHvOGgmDYZ0yY+XWTtiat8sOUsn+y6QmN7hONnEzSdG6Lt1ACnzo1y8rsxmnr6aersp/PsLS6fH6blcoSLfSNcH4xx/GScz7Zf4v2dl/li/w0OHb/L0RP9NLf003higLqOXg523mFPcx/7j/ax5/gdtnX1sXv/VfbU9fFtQx/76/vZfriXG3ei1AyNP1Yf83rGIDtloYZ/X8VwSBvSCLK2TdZ0yBrSABXdYdz2iU7rrG69xttftLF47TmWbuxgzZ4r7K0bZM/RflbuPc/7a7v4eud5HmViqHcHyPVFKYwMc28sQn5gmGTfAOm+YQqjo+SjI4z3jXFvcIT7/XHuXBlmYnSMsjJEdfIHnhsOT0oWuXKI7dvh38BwZXsLeZyc5VEwPdnIQnhGYCCPXKhcyoaiAUloDdCMqhgCTR+lPBcmGMpo7YCMJQGFihmgTVWpO36V5t1HeB65xq3ORr5cuZ9fLj3MwiWNvP1JPb/47AjzP21gwadNLFx+lHc+b2bep0f4xdLDrFhVz5mjJ7l4+BTRY81cP9zBtX0dXNl9jL66NvataOStZUepX9fEqZ2nuFV3jIE9HWz56jjvfH6EBR/Xs2BpHe8sr6d9xwkuftvDrbpWEs0nGG5q5fyBNvrrehg+dIInSg7VrJKyfDIlgTsy9p/jWBQnNDl6oRDB8UgZPrGpCvFXJgMvp7j56AXX7z3j3OPvufB4musvdM5k7nHtyXP6XhXpnyzRN1lk8FWRrOGQnfKIFCthkKIk96Zcn5gVEC9X0cqznB29xyc7LrJq920+WHOe+Ru6eW/TWY6d6efOQIz+3gh9QymOne4lNppk4K7G5f44h88lGRrK0tsf53p/kqHRGCPRBIN3Mzwt/0DSqJIpVoWcNSukLJ+UXgnlmQFJIyCpV4iaUtATRphKMOcTsl2SnqgFE1ZA3HVJuiI8UfSAeLFGolwhbcv1JG35f5GwBOJKlytkp8M4escjofvE9AqJcoVEqUqsXCGlV0gbAUlLJvuUITLppF4lGb5WtFwhUZT3l7R8YqbPmBkQtXyStk9aD8iWfFKGR8QMiBWlUYyUK8TMgKgZkDQ9IlM1drQlee/r0yzaeoplDddZfPgWHx289beqns7TZxgvOYwbDkrRJW+aqJaJYjrkyjaa7pAzPIYe32fV/tMkb9xFz/Whazd5Gb/OdOoKunqHZ6+ekCsJPKIaHslpndFnr8gWDQpGicxUUWCesBCPGw65SSnoecfgvlEmb9qoloNattGKDhnLI225aLrcl9Mt8rpJXrcomNIQlHDDyBtCAudNgYo0PYQzHJnGNd0ma7mkLZe84VIwnbCY2AIxmQ6FsmwnOSPkNgzB+DOGi1aWDUY1nXDid4UULfvkLAdNl2KZNRxUyyZZKrGh8SrvbTjHL7dfZltDHxsar/FZ/TlWHbrI5gPX2bDzEt/susCGb8+z+ch3bGu6zFfNF/my4RLrmq6x7sgtvtp7nQ93XeDDby/zSd0FvjxyiVX7rrP60C1WNd9k5fFrrDl6i3Ud/Wzt7GPH8T42NvWyqa2XbcfusONIP+saernWF+fH8hP+NPuSP/2hzD3XYjw0qCmGcBWqaZM1XDJFF8WwUSybgusx9uwH1h66yM++PM4HG3v4bPM5PtzUzWd7L7Fq3xXW7b/I+p3nWLK+nZV7vuNJZpQXiWEex5M8jMd5kozxNDnMk+QQT9MxnqbH+D4zKhxANMrzWAxteJhH6QiTWj9/MJ7wP/7R5Tc1hwlDFGUFW3gbNeRW8qbLhB1Cb0UfbTqgYITqLccj5wqXo9o+iusy7oqfImeETcTyyek1HpuzTFdmKdVmKFVqlIIZXtVe86RS45Huc2+6Su/J77hwaB3/61+eokdOsHHVJt79qI5FHzayYHE98xcfYuHyBuZ/XM/CpXUs+vgE7yxv5O2P6vjmq3pOHP6OlgNniTW3c+7QGU4dOEXLtiYu7O1i86pWfvblUQ5sOcaBTR1cqGvl5v52Vn7ZxoKPG1m0vI6FHx1m3tLDtG7v4sTWbs7t7SDT2Madpnbad3Zx8/Bprhw+SiGdIOML1JEOs5jmGl9uzmfj+CEZ7lJwKvQ+MNl6McmGjmG+aBvg445+vurqY/WtBGvvpFjfm2DVQJzVQ3HW3cmy+bbCpqE0a+8q7IqO0xR/QLRoi+/DEcNgWg+IFwVm0pwa3YP3+XzbGdbsvsmSNeeZv+Ekv1hzks7u2yRUhbFIhjsjMY613yafShMdVBhSNDpvaGSGc4xGEwzGk6RTGiPRPAPRJE9Lk4KFlytki1U5ZMkMSJgBMaNCrFQjbVbIGgHJckCyLFBMWpdGkbE94o5DOjQ2ZkOpc8qQCV5xfFKmKHNSZkDSkteNl6TIpz2ftBGQKQYouh+qAEU0kbF8UqZPpixEctzxiRoBKV1usXKFpCHpBolyhWRJtoG4HpCxRDKfcDzihkBOaaNCplwhXgxIlX0ShkfE8omYHlE9YKRcITIdEH1ZYc2JYRZtOMOCraeYv7mDn29oZ/62U3+L8XecPEXu5XPuTd7n8fNXPJx+yr3SfR4UHzAx+T0PJp/xuPyM9NMk+46dQeu7TVG5zrR2neSNCzyL3qCk9FF6+oBHRomH+gueFScZySm0nLpC+9mbXDs/ysOnz3lQKvN4qsh4uczDYpEH5RL3zWnuGUUemiXuWTrjZomJUokH0zr39DLjeglNdyjoJjnLQLN1cpZOwTLImxZKyX5DAGu6TcGwmdBt8RmEahSBK2zhIgwHzbIoOCbjjk3etshbdkhiS7EQlZNMwAXDIa/b0jzCrUG2CLkvp1tkbSE+NdNGM3XylkW8WGb10ess2HyOJTsv8sXRXpbtP838Ta38YmM3b23s4u2NXby9uYf5m7qZv7abed90s3BtF7/Y1M289T0sWHWS+Rt6+MXmbuat7WD+qi7mfdPN+xvPsnjXeRbv/47Fe79j6b7vWHnkJpua77Lj2F2+aehlU2s/e471s7Ohn+1NfQwPxvlT5Rm/Kj5ES8e4NpaiN64Qv/eQF9YUBdMgbdrkdButLHzPuO8y8Oh7Pj9wlp+tbOGXqzv5cE0Hi9ef4v1NJ/nqyCW2tPayp/k2W3Zc5oO1nXy94yJPE2Pk+kZJDafJjiTJjCUoRBJMROKk78aY6M/y4E6G/J04E31p7g3HGOq9S2EsxqQyzJ+cH/jfv/f411+5PLOMULrpktMFy9XC6I6841EoexRKPnlD/nbjemjUC53novryyDsBBa/Cg0qN72cCSj9W+elXP/Hb39X4wz/X+Kd/nuH3f5zh97/7kT/8bpbf/b7Kr379E5VfVWg9cZ2vPt3Dns07qfv2IB9+vYf5nxxi4bIG5i+r5+1lh3l3WQOLljay4NMGFi0/xoLlR5m/5AgbljZwdk8Pl+taSTd0cOdQBzeOtHH14DEGGrrZs7qBn390hPqNzVw60MrAwQ4iBzrY+eVRFnzcwDufNvDuR/W8vfwIPZs6uLm/m/4jLWQajxE/0sKd/V0MN7Ux3NTEAyWN6lREeWaKyCAzl4RrSjaVeF0C4b/sgEvjRT5rucNnjf0sPzHIp613Wdndz7qbCTb0xfnmYozV1xOs60+w7m6Stf1p1valWHMnw1e9Gdb1q0SnDXKh6TNje6TLYgRV/Cr5mRo9ow9YuusUq/bfYOGWc7y34Swb913l+sU7DA7HGRtOEI8NcfbCIMMjcWJDBS7fStJ+K018NEN0dJREJEIqlqBvKMVgLMGLqXHuFQUFyNo+GUMm34Ttk7Y8krpP2pT7s7p4baK6TMqKFZC1PBK6QEFqWSb5lB2QLUoGVsaVwp42ArJGINDQdIXEVIWM4ZMxPSnSZnitRiBCCEt4s4TrEtcDYqZP3HOJui7xYkBiuirYvRkQKwekQmVhulQhY3ikymKuzFoSy5IqStFPGj6pKWkckbJPpFQlpQfETZ/hckB0ukL0ecDGjijvbu5mwfYe3trQzt9vaOWdTV1899fO3fpjJ9hz8ByXLl9DL/Rh5W6hT9xiUrnInWtneJQeQC8MUB6/y6TSx/CVU6RuX+Zlspfnidu8Uu5SSt9lMnuTwevneJTqpZy/zQutj8exW9z57jwDF24xletnemIYvTDC/Vgvsb6bTN6LMn1/hKmJGN+rt7nVf4Xx9BgvCjEmxxO8zI3xYiJNTi+TsSxyZplxQ6dgGOQMgaJyhiWchGm/4RYKus24aaGFG0TOtlFNE82QxpC3DHKWGRLM0hAKhs749BTKq1fkX5UY18uols64act2YDohfBQS02WBSFTTJmM5qCGXkSub5HSL5MtpVjdcZcGOMyzec4Evm3pZvvcs8zd2MW/rKd7ZepIFW7pZsLWLd7acZP6mU8zbfIr31vbw7rpTLFh7jvkbT7FwawfzNrUzb007b6/p5K01nby79iwf7bzA0v3n+PjbC3y85yJf77/Btrp+djfeZlXdNXY197Pn+F22N/exs/EuPd2DREaGyMTu8vG2Dt7feo6Vh8/T3jHA9KMJvi+/IKtbaEXrDVR2JXOP5Xt6+PlnbSz6uofPV3fz0Yo2lnzTw4fruvli9wXW7LvM+iOXWb37PL9c3cmqred5kB6hEBlAGR0kPzZIITHEw/go9xLD5OND3Bse4v7AKOODo9wfjfEgPka6/zaPYiNMZkb5TfE+f7Ae8g/FR7jTj5kufc+r4mNelH9gsvSCJ2aRgicT7JycV3Vk2h/XXQqmSHbnuJmc5ZOYchh8WCL26AVFz+A3v3vNb/+pxq9/H/Dr31b4ze+q/NPvavzT72r89rcVfv0bn9/+Y5Xf/XaG1pZrfL7iW775qpEtW7t45/ODvP1pHe8sPfKG3J33ST3zP65n/ieNLPz0GPM/aeStJXV882UjrQdO0nWgnWR9O22H2une30XLpmNc2tHJzm+O8XfLGqhbd4L9O1u4tP8kNw40s3JlI+981ihQz7J63llaR9vmdpq3ttKzu4VkUxu9B47RtqGFG0c66d1/lIlsBtWooYVKtazpidHQCPOczIB0sUqmVJFN2qpw9d4UK7r6+bztLiva7vL1iT5Wt95l7Y0k624mWXMtwTfXEqy+k2Ztf5yNdxKsuZVibV+S1f1pNt5ViU6ZKI5H0nJJ2C6pkng/euIPOXwxxo5jN/hs3zk+2XaOZdsusGPfefJjIyQigxSGRriXGOFReoh4/20Gr9/mcUZUYVokyuPUKA9jEZ5kIjxO32U8McaD1DA/TIzyKhvj5dMHqI5F0vBJmCHEZPpkLZes6ZI2fbKmL7i66RMvzZHWvkzTxYBMKSBTlqwrxRQoKKMHKKbEoWRMiYTJGr4UadMnrXtkDImsSesVEoZP0hF0IG06JG2PlOGSNlwytis/n/bJFn0yZZ+07pOcCoiYHgnTI2U4qGWPbMl/0zjTlkdG90mVPSLlgMR0hdi0TPqjpYBIySdRdklM+ySKAaNTLt+0DrFo3WkWbTzLvLXd/HxDOwu3dP/txH+oqZnPV3XS1nGb+NhFribbmUj2Ymt3uX7+DC+VMWbuDVN7MkLw+Da3LraQ6LvFtDrMK7WPV7k7FNW7vFLPcqmzmYejdyjleinm+zHGBxg4c4bItZtM5vuY1vrRC31kb1/i9qnveJHuZTp9m6nsbe4PXaDrVBuP48NM5YYo5/uZTN/ihRonpxdRHIuCbnKvaDFRluk+Z9nknRCqMWxU00IzyhR0g3HLouAYKIaJVrTIviiR0U0KtseE6VIwLeERTAfNNBifnOTO3RRXoxle6kVMe4oXxpQ0mlCxlDdcJoo2Wtkma1ghHCJFP1e2UEwd1bTRDIv4i0nWHb3MeztO88GOy6xq6OXzfedYsKGLd7d2s3DzKRZsOcOi7SdZtKObBdtPsXDLKT5Yc5r3159kweaTLNjcw7wNncxf3838dV3MW9vJ22u7eGfzaX658zzLdl1g2a6LfLTnPCsPXGNb/W3WHb7G0t2n2dx4iz2NfexuusvO5n5Onh0gPjSCGhngy12nWLb5LF/uu0xz+11ejY/zfWmStCkk/4Rhcy6u8M7mY/zsy1Y+WtfNV1u7WLq2lcUrO1m+/hQfruthxe7LbDl8m52Nt1m76xLvrWtj1c5TPEoPMz7Uh3JtjEjvGLk7UdSRMdToEBNjAyjDfWT6R0n0JsnfSXB/ME7fxTvkhvt5kRrFmoiRj99lPDbEvegIT+LDTKkJjIdxnMcKL6eeM+7YFAyX8f+Ps/f+buu6tn//hndTbPUusYhqlti7KFKFpCQWsHcCRCEKO8BeQaJXdrGpUyR6IWXHqU5ip8exU95NbopLepzm2JLL5/0AJve9m3zHyLt7jDPOAIlxNgYOzlxrzzXX3Dsy3+lQpEdjIRhmfkfSOb0jHJgLbdNlWiWrYpiUm0NMTt/mpZde5IXPhvj8F1/kS1/8HF956TN88QtBXnwc5oXPhHnppW2+/sqLvPz1LyATdRN7PpczyWUcTy5kf1wRB6N2tPsxJew+VcrBkxUcPFXJ0ZhyDp2s5GBsJXtiSjmXVElbcTPqojoMJXX0lzbRX9rI0PVa9KVNXLpYxoGYCkpz61DdbGRUIES34/tzOKaSQzFlHD5RzqHoEkSXm+gpaWZY0IhNUIu+so6BUiH6ykamymu5ZbczG44Uxf9h5/H3rHenwGv1R7rNrTsd3X1Lm6RJxrnQMkJiwyBZtb1ckYxysd9I1oCZjAEjGYN6knpNpKmNZPXoSNfoSOk1kjJg49qkA73Lj2V7G8NWpMHT5t/CEXqB6xIDJxJaOJkiJr5oiJO57ZzKkZN6sw2DTsfkyASWUS0Tg+PoB8fRtA3R0TbI1OAk4+MWCkUjtPdMMN6vxWkwYDcbseqn0Q2NszTjxDE6zv2lFeaDQczebfSe5zH6Ixm6w72Nw7+FdUcd5vRuY/VtY9xR8tj8W9h9IRy+CD0z7d3C4n4+EhQ925FVgmcbqzeMObCFJRTGvhWRnVuDWxErFP8WDs82dtfzWLyPMfm3MQV2VgKBMDZ/5PpOT6RB0uTdxrq5zYwn0hBp2XjMpOcxk4EQFn8IRyCE2RvG5okEKKP7MXrXNlPux+g8z2Nzb+N0hzEGguj8Wxjc21g2t7FubGPafIzOs8Ul4RRHElo5kKxgV4qQT6U3sT9b8s8Zf0lVDfHpLdyoUVDYU825sXIqlTJkDQou3xTRq1LTLVcikyno7uiktUWEbbwPz9w4G7MDuGbVeGaGWXf00t8kY1WnxTs3hmd2GNfMMKOKVvQ9GjZnx3A7x3DNTmIeGmBQ1sXG7CDumT7c070sTPUikyhYNk7ycHqch85+Hli7uT+nZ9G7yZLXw8p6gEVviLmQn1nPQ5Y23Cy4g8wEPVi9bhxBF4uhDRZDgR2O38eMb5M5l4fhW2sY7j5kZGYZ/cp9lra2uf9CkMUXnmcuHMR47w5lsjGEfQ6Cjz08v/2QzfB95v3r2NbusxoOs/o4yGowyHx4m9kXtljYDrOwtc3i4y3mAn6cXhcOn5/ZQAjjuoukSg2HcuREZ/aSWjzKheIOjuaIic1XcfZqFwnXNZwv7yJB0E389U7OF6q5cK2PC4IeLgg6OXujjVM3VJy5oeTs1TbOXlMRV6QiVtDOmWIN5wuHOHWjn7g6NYkVajLLhjh+VcGubClR1zrJL++nprKPgoohiuoHEIpUTPQOE1+g4uxlOSml/TS2a7m3bGXJ+xCDJ8jCZoDWcTtHUxrZc7aBE8lS4rNkZOZJOZ8p5LkMCaczWjmWJebM1TaSr3aRmtdBZmY7x1JbSMpVsGbScc80ym39BAtGHWtaA6sGLcuWMdbsoyzbtCwadKxNGbltmuS2Ucf0+ASLWi2PrKOsGIapqe2grKKTIkEnVeWd6NWjzI2M4xwZZXb5FrOhCOAv+MLM70h0p0NhZre2WQyFWfEFuB0KsRb2cWfbj1o3S25ZLxklQ4xbVwiGHrO5uUl4a4Ptxx4eP/bg8T7kwfoDJkwzzCyv43Fvsum7T111OzHPXefQc1WcSSri8MlS9seWszemlE+cK+LT54s5cKqMvadKORgr4PCpCGjvjRJwJrmS0hwRVZcb0JY1UFXQTEtBCw1ZtagKJBQk17HnTCWC1EYKrzXRdkNI9/VaUs40cjiukv2nytgfI2D3qWIaLzdQd60FxY1mbBX1DJSLqC6UohbI0AiaWDDZmfE9j3Mn23X4tiNyaV/oH70b0zuSa2swiD4Qpn/FQ/nQLDkyA+eK+4nObeVCRTdZA0ayBixc1JhJ6deR1GUgtcNEcreB1F4dKd16UjutXBlyMPjIzZg3iHHTjcHtQ+/1o/duIeiycCG/g7NXOjgnGObk1Q5OX1aSdr0Ty7iBmXEdK0YtSzoTt8wGRroH6OgYZdmhY2bWhMQ8x+CwhWXHOA+n9dx1GrlrM7NqnSS45OCeyYj3zgwz7iAWd6RQbQ1EANnp2t7JoHdok0AY245rgPPvTgC+ME5vCJtvK/K/R49xbu5k3IEwVu9jLJuPsbi2sQUinlfWQES2bQ1uRf7u2Y5k+d5tDO5tDN5t5kIR+xObN4zBu4V+M2Ij4/CFsPki81lckRWAwf0Ygz+MNRDC6t/CGIysAGzebcyux5g3H2MObWEKRj7rtC+E2b+FxR3G5NrC4N7C4NrGtrmF/v42qTWRjP9IspjdaSI+ndTM/izxvwb+pDQRNdWdyEUqpKJWulSdtEvk5F9vZqS9l5HObtRtKtSKDpQiBXMTI4TnhvAv9BFYGMQ/N8qGvZf+Fim3TcMEZvvxOwfxTA8xIVdg7FXjmR5g0zbIhnME20gngx2trN/qwj2nwTvXz7K5n5IyIZfyW8krU3K1tJWbpVJulKu43txLoaSX680a8mX9XFYOkN7USXZlNyVNY8h7x2hRDdCiGEbVp6Nz1EBL2wRSxQRdQ3p6JwzI+iZQDeqRSTR0qtQ0t0/QMqinsmeMfNkw6VW9nMxtI/F6Nzfreymt7SVf2stN+SjXqtRUdOup7R1HNKinecJJs86BxGhDrrUhm3CgW7rP0qaHWZePGV8Q3aOHJFZ1c/SSnDO5HeTVjJF4vZsjOWKOFSg5dlnJySttxOUrib2qIvaSiqhLKmLylEQVtXLiuozoy60cnqOC/AAAIABJREFUvSYh+qqI2DwxsRdlRGdLiSps5fiNNmKuaTh1Q82p0h4SStScy1WxL0fKs1kidmVKiRd0c7lIQ+b1HoStY8yajczoRziXJeZQppjYi11UK0e5d9fKPd99TBseDGv3OH1FwifP13I8pZmzaXIuZLdw4ZKYE5kSDmc2cTq9lbgUEedShZzLFhN/SUriJSWHM0Qk5iu4bTMwMzqEY1DP/OQYC+PjzA4YWBg3cstgYMFgwK7TMjOhY3bExuK4CYtmgAXtIBvWYVwzevSaSfQaLRO9Y+gGxlgYn+KeSc/S1CRLtxaZC0XUPbO+iBR3eofL71tcRa6zM2Bw4PVv8Dj0iO3QOiHfOpuP7iPsMzC9tMILgU383g0eue+w4buDO7CBx7fBpvs2d26vsrp2n/vr91i+f5uiUhnnnivh2BkB58/f5FDUDfbFlrLnVCm74krYE1fK0egy9p4RsO90GYdjyzkUW8be6BLOx5fTeUOEWlCDsaKakZtChkrqGL5ej+FGEwXnBHzirICKrFp6i5uZKK9DXyrkWnwlB08K2HtOwJ5TJTwbV4oot5nRknp0ghqsNTUYKxoYKmthqqYZbXkdM1ZbZE/p0Bb2v38n/r+r2CL1rTlfmPnANr0rD0kR9xEv6COpsZ/4qh6O3VTxH0m1PJPdRKJaT8aglYxBC6nDZpL7baQNWMkaNpPebyGlx0ZCm4H4nknSRvUkDxpJbdeT2W0gq9dITp+BrH49F0eNpGi0xNcPcDJPSVSegqRyFYPDkyi6dVj1k/QO2ujvN9Cj1KPqHmd4UovOaKBh1IGi38ywTo9hUs+UXsvYlJHBqUkezMwzOmRjbXUBy8Y29s3tnY7ziKjDuSMIcfhDEZdf3xZWb+Q87f1v4YbTFwkYZl8Yx+Y2jp3s3OEL4/BsYd18HpvncUQZ5YvQO073Dth7wlh8YXTBEJZACFNgG6vLj2ZmgVX/OjbvFrqNx5jcW9h3GiOt/iBGXxiTaxuLaxuTaxuDbwtjMIzFH8bkj4B8JDg8xuqLvDZ5w9jcYeyuLayPHmN5+BjzxjYWTwi9K4zZE2bq4TbpDXoOXmplf7aIZ9KaeSatif0XW/4Z+EurariQIkJW30twbpStuQG2F/rZmG5D1STinmWUrVUtL66Osb00Sb9CinNklPDKCKElDVvzI2wtTxCYHaSjScqabYCt5SEC82MEFgYZl8owqvvZXhjCPz+Mb36MmeEe1O1yXEtjbC0Ns7U0xD1LLwWFtRxIFbE/R8jRTBFHUls4liriRLyQY4kijqaJOJIq5EiakBOZEqJTmjmfIaK0uBNBSQ/55W0UCNq4UduJoKwHQZGaytJu6ivUNNRqqK7tRiUaQtPczck0IbuSRXwyvoH/SG5kT7aEQzkyjmaLOZgqYl+SmIMZQg6lCDmcLGVPspjdWc0cyGlmX7qQfSkiDmYIOZYi5lCCGLl2iQVXkDm3n2lvAMODhySXdHMoV8Gpwk6q6ybILekiKreF6GttxOa2E5ej4HxRJwlFHZy/1smZq92cK+qMZPhFbTxX2M6FAgVnrrcRV6DiTL6SuEIVcTfaOV3YzbnrPSSU9pNYqSa1uIcTaRL2pUjZk97Cs5linsvvJreoj2tFaioqe6gVdTHV3Ud8upRDF8XEZCgpk4xyd82BZWGBK4ph0mvVnEuXcOxCPdEp9ZyIbyb6Qj0n01s4kCLh2aRGTiRLOZ4iJCqnhVNpEuIvyTl/Rc7R1CaSbyhYs+lY1o2xOmFk2aDjlm6C+REDq5NG7lgmuWUcY944zoJunPmRSRanpnCOD7GkH8NrG+eBeQR5QxeiKg3C0i6Egm5GVTqWDHrmRsdx6B3MuIPMukPMef8O/BFjvqaJOUrbrXSNWTDMLmBcnMF8a4GpxSVk1hlSGjRIu00MT9roHjCh6DUhH56ia8KAfNBAbdsotbJxquSjNPbqaVCNk3axidPnyzl6voyzmTXsj77BvmgB+06WsS9WwJ6YIg5Fl7PnlIC9cQIOna5i3+lydsUUk/hcOeXXJDSXNDJUWkdZphDhZTHlmQ2ockXkJdfy6bMVVGbUIMhqpLNASHthA6eT6jhwWsCRmFL2nyzj0IkS6i4KKcmtRXxFiKmuge6bNRRcFNJX2kRXcSNzM7PYtsPYwmFsgXBEBu0PRXy2vFuR/hl3mGnvYzrnHhBb1EF2+QDFNQrUY0biazXsz1ex57KUhB4j6cNmEobMnB+0Et9vI33QTMaAicR+C8n9VlI1RpIHjST2mojvMXO+x0RSl4nznSYSekykqg0kD5pIVpu4UNVH1GUlx3NaSSloY2LUxNC4nhmbgWGbGbPdTptiAlX7BHq9Geu0g/bJOfrHTEzobVj1FmxWJ8YZJwaLjvVbDnSTFlbXbmH3BiId+P/I4rewecIRubc/gNMX2bTd4dvC6Y441VqCYSyeCMA6/JFandOzhdW9jd0bxuYNY/eGcXgjdiY2/zY2T6QQ6/TvdL97wpg8Wxh2agragA/t6gOKZL2MmM1YAo8xeiPBweoNYfEGMQZCGP1hLL4Qdm/kMxh9kcBg925h9YYxucKRFYx3C6MvhMkbwrwRwv4ojN0TwugNo/dsY/eEsXnC6DxB9JthjOtBMmqHOJglYV+OhGeyhOxNaORw+r8C/soaTmaLaaztY6BDhUIlRyVpY7hDTp9USU97G62yblRyFT3tajQdLQy0taFpb0OhVKJs66SjrYtRdSetTUrUrV3UNyupb1QhlKqQ1SppaWhH3CpHolIiUypQK9qQ1kpQNcppFctQSdroUrWTdrWBfWlCjqS1cDxVxPEUIcfShURni4lNFnEsqYVjaWKOpYo5kS7maFoLcemt3Cjooaywm7ziNrIrOsiv7uZqSQ83b/RQJuikrLKPm2X9XBb00K11MmU2cyytkWdSJTyTIGJ3uoh92VL25Ug5mivm2CURBy/KOJIj4dhlMQdzJRy5KOVQbiuHs5QcSW/lWKqMo2lSDma3cjhPTufkAmtbIaY9LhwbQcx3HpBS1sWBS63E5bVzuUjD+ZtyDl0SEn2xleh0FdEZck7ltxJzTcKJSzKiLsmIypNxIk/K8StCjl8RcyJLyvFsGdE72f7xXCknLrcSnackNk9F9LU24krVHL8iZ198M/uSxexKEbMrWcKZix1cv6km92oHkpZRZvU6nFM9xKY1cTBNREyqjIqWETbv2JB1DVDWpEYmHkKjmKC5pptqQQcN1R1cEyipquqgoLiTo+li4jIVRGVKiMproaCyh7x8OWnZrUQlNZNaoOSuVcfy1AC39ZOs6nSsTGhZ0WpxTo3hmBzH3KdlbtjA6tQUt7Q6Vh0mZvQTrBjG8Vh0eOe1THQPYh2aZEo9xPTEFBPtGu7OznLbbuKW2crSIy+z7iAz/iBOb4Bplxfvi59ncd2DYeERcyvrhINhNtbXebR+h6mZW5S1OShtM2JbWGN9fYP7S0s8XLDzcGGOhzOL2KzzjBnmGZlyMmaaYWDAyLzZQeVVCacSyomJF5CaV8/e2CJ2nRFEgD62mP1RpRyKruBwbAWH4so5eLaCA6cq2B1VQuKFcjoKm1GXNGEqq2H4Rj3q4ga6ixqYqmjiamopn4oTUJrRTGdBMyOFYrTl9VxKquBYdBlHosvYd7KMg9GlNF8R0lvezHhFLebyeozlTQyUNqItq2ZMUMeiw4ozFFGc2QL/rUSz+7ZweiISZ5srYlOinn3AmYJOlOMzXCqsQWt1UCAe4HzjOHsLZMRrjKSPWkgesZAwYiNpzErGkJWMIQspAxZS+s2k9plJHTSR0m8hXW0ns89CRl+kLpClNpHZYyRlwExym5Hnqkc4ek1JTJaM1NxOdOOT9GsG6esaZNoyweL0CLO6MeamplgwGlhymtFP6JmZmmDaMMWC2cCi0cSy2cL0lJb7s5NMjYyzurKAzevH4Q39Q5Zs9YaxeSOOvJHfR0TZZ/duYXU9jkiW/SHM7q1IQPBuYXNFCrFOTxCHNxgBeG9E1mz3h3B4wzjdoUjjoy+MwxvC4gtjcW1h9Wxh8ocwBPzo1r10z9xjbPV+ZM5AEJsnMpcxEMDgCzERCGMIBbEEQxj8YQzuLRyeSLCxuUPYNrewekKYfSEsri0srsjqwuEJYQsE0Xu2mHJtYd7xzzL5Q5jcYfRuHzmycQ6mSziY1cLu1AaeiW/kQLbwn4u7gooaYnOENDX1oOnoQt6mRipTM9LbTb9USX93J60yJXJpJ+o2NT1KBZ3KLtpbJcgkCqRKNRKJCrWqk6Y6JR2tnRTXtVJSpaS6SU5jcyvNTVJyBDKSr6ooqO6gXaGmX9ZNdYWK64JuLgu6ySlWklPSRkZZO9kCOQUVKgrLVOTcVFBQ3UV+iYqLV1Vcuyknt0BC7jU52fkKcopVlFSqKRZ0Ut6koaFlmOtlXVy+2U3ejU6KKnsoLu2iOL+L/GsddI2ZubV1nzJJN1n5rUSnSInNlnMmR8Xpq3Jirig5eVnGiYsS9ua0sD9XzOEMKQczxBzIknIsTc6RDDEn0qQcTW/lxKVW8lv6uXZDzMJdN4uBh0y7XZjv3ye5LOK1c+FyBzUNWrKudnEgo4XjVxScvNZGbL6C2CtKTlxWcuyanON5UmJypBy/LOdEnpSTV2WcyJcTdUVMzGURJy6KOX5JzrFrcg5cVnLmcjeJ17s4daOHY1db2Zsu5j/SmvhEUjP/kdBETLaK1CsdnL/UQ01NL4M9fVjHejiRVM0zSU0cSm2lsrmfBaeWkkYFt+dm2HRoef7RPP47Ru7PaPm828H64iSb85PoR0c5ktBAVJqS44lijmdKyBV0cOmqksQsJcdShSQVKrhrMbFmGuO2Qc/alI5Vg54VwxS3dCMsGSdYNjtZsThYsVi4N7vEktOCc2qSO7YJ3LN6HtomaSrtYrJznCHJEMbBMTSyDqbNVlZMeuyTg0zfW2fOE2LZt82D8IsEPvMS3/zO9/naN1/l+//5E37xxk95682f8/Mf/5CXv/Iynhc+x+yKG+v0Qx65A4QCfr78pZeZmb/N8p27LNy6y4h+mlHjHHrbPJphE7X1g8iVo+RcaiYhoY6oKAFnnqtgb3Qxz54WsD+mjAPHS9gdW8L+uEr2x5Zz4HRFBPhPlrEnqoSEhArKsxuov9KMtriW2px6xDcaaMirpjO/kdzUSp49U0Z1ZgOCi820C4T0FtZwLr6Ww6fKORwnYNdpAfviimm80kDNtUZUhU1Yq+rQFDdTktcSKRhXVrDotDDriwgfnP4gTl84om7xhnFu7uys5w0y6w/R5bzD8XwVRwvaOJomIuaynFM1vZxtGGPfVRmJahOpg3bSB6xkDpnJGjVzccBM2oCB1H4LSf1mEvpMpPQZSes1kdlvIb3XQkKfkeQhPcl9OlI0BpKGTCRqdJyt7yXqajuxuXIS8zro7hohs1RGRUUPzslRbGOTmHQm7CYj1olhLGOjaKe0DE3osI5N4hyfwKbVYhkYwjQ2iX58mFnTELdXlnbEFTtBLhjCEgphCW1hC21h3qFhnN4QDk8Ih2enedMXwubZjviLeSIAa92hhyLfUYQ2cuw0ODo9YZyuEA53JMu2ecJYfEGs7i1s7q2d1UOkfjKwvIrZsxEJEO5IEdniC2EOBLH7Qpj8wYjaxxvC5Ath8oSxekIYd95n94SwuMNY3WFs7i3snhB2b+R9Ok8YiyuM7VGkhmAMBDH5ghhdQXQuHxebxjiUI+JQqoRD8UI+lVTP3qzmfyHnrKwhLqeZhjo10mYptTVKaipldMhUjHSKaW+VUVsto65aiaq1nV6lCoWyk0qJhLp6CY2NMurqZcgVrdRViGkRtpGZX8/F/CZulLZQ1ihGWKeisKyLnJu9zNpn2bxnZX3JgeuOnQdrTh4uWbgzr+OOzcLqtI21eQt356ysTVtYcxpZtk/itE8w57Rz2zHD3ekF1ubu8GDVh8+3xfb2Z9l6/HleeuVbfPOb32T7s18hGPoK7s3P4NoIs7bygGmbE+PYJBa9FsesjltzJubMY0zb5lh0OrFOWjAZ9GhHTdinTGgUQ8RflnLkiopDaa0cyhCxN0PKseQW9qULOZgm5lC2JBI4LivIqVEzvvKQGe8m865HmB/eJ7Gyi90ZbcRcVZFX1E/81Q4OZUuJzZUTfbOV6HwJcRdlxFyWE3VVTlSekqiLcqLz5MQUthJ9XcrxQhm5lSrKG9q5XtVJSV03xc3dZJe0MTBkZ2LcQpGghwr5OC3dBi6WK0kraiO1UElJpZpakRqBqJ+erjHmzAbsY2M01HSgVPWgVAxhGp3CddvJ0JCWRyt27jn0eNYchO9b2Fw08PyjGQKrZnzLFlZsemStGgrLOjieGJGdRqUIeS5NSuJFOceShSTmt3LbYmBhapSlsXGWx0eZHR3BOjTO/OA496bn+PLnXuLFx2FeDAfZeLCO2xNgfnYJ190lAnfn2X54h/HJZfQLyzxcvsuIehClqJdJ9Th3bRbW5ud4sPUZXnz527z+g5/y5lu/5Z0//oX33n/KRx9/zL8aT95/wttv/JrXvvsjXn31db72yst87/XX+NrXv8wXvhjA5XuE1TbL/O0HDBvstLQNU1ihprxBTXpOPefPlBF9upwjieXsOlXM7lOl7I8TsC+6mN2xxew9U8aes6XsPV3G/lPlHIgVsDuqhITz1bTmi9Bca8RaXsP4jUbUgnr6S+qx3KznUnIxB46XU5FdQ9u1WkZK6jCUNJF3oYI9cWUcOlXK4ZgiDh0rRXi1gf7SRvTFjdgqqrGU1zBc3MxEUSMjVTUsTpuZ9oRweII4fRGBgyMQxBnwM+3bMU4MBpnfCtA9c5uYGwr2X5GwJ01IVJ6KC1W9nK0ZZ/cVMUk9k6RoLGSqjeRo9GQP6kkbMJLYpydFbSBBYyCjz0j6iIGMEQOZ/SbSe8wk/30VMGokYdhE/ICJpB4d8TX9nMjuJDpbxelLSi4UdLL/koKy2jaWLWMsmieZNZlZNphZNI8wa9Uj11moH7Gh105yyzjBglXPtFbHLYsRp2ESnXGSu3dXmPb5mXZFQNvmiwC9NRChuyyBSOZs80RoErt7C4c7HOlYd+9k8e4gdncQhyeE3R1pCnUGInLwSPYfkWo7vCHM7hAGdwizN4TFG8LqihwOdxCnO0LfqJeW0a9vYPEFsfjCmP1BLP4QNn8Ipy+EbWcemyeE3RPE7g1E1EOeCCVkckfoHasrjNUVxu4NYnWHMK6HMW+EsXgj99jhCUWCjyeE1R3C5ApwsXGCQxdbOJIl40CGlGdSGjmSLfrnjL+svIrzmc1IazSM9bShVnWjFvcy1dmDRtrKUE87Xa1dtCk0DKn76ZSo6OnspkPaRae0je5WBTKFir6eblqqFXS1aWhsbKepVkmTsI2GejECgZRjF0WczpEgb5tCqhlGrh6kWz1BR884fQP9jIwN0t09RN/wML1TA/T3aFC3jTAxaGDaNM+D+36e/+xXeOXr3+P113/CT3/+Nr/57Tv85S/v89f3P+CDDz/6lw88H3/E06dP+ctf/8Abb/yEb73yClvBTRYXTBgmh5mfsTAzY2TllgP91Bi6iQms+kn6hiYpFPRyMkfJocwWDmaI2Z8u42hqpMlqf7qUfZkyjl+MUD1XhKOY7rmZfuRl1uXGeH+d+PJ2ns1u5Xi+ktSiTuJutLI/R8SRS62cKFBwokBC7DUJMdcjwH/ympz4IjXJN7tILGknsaibjOu9mCZsuBadrC/YeLBoYX3ewf0FC4/WLLiX7LgXzNxb0rOxYuLRion7iwbuzdp4tGBl/fYk91dNLDtN3LJOsuKYYn3RyuaqDfeqk81VO+GHc3zJs8jnNq18dtPIF1zzvOBa5vn1JV54eIvPuK08vm/ixUfzfD10B93YIMeSGjmcIuNMkozk1FaSL8k4liok4WobqyYLy5ODLI0OMqcdYU5vYM42w/rKOtuPv8gr336dV1/7Pr/79a/55Zu/4Jdvv8U3XvkaX/3iS3xhO8xntvzYFh8xNHOHr778LZ5/8bPMLd7l1sI6rsAX+fxXX+XVH/6UN9/4LX/509948uQpH370AR/zf/gN/I/x4Ycf8v777/HWW2/y05/9mJ/97Ee8/MpLbLo3uHX7Di63lxG9k9LaQcSSQXJyJSSl1nLiuTIOxJez63QJu+NK2HNKwLNxJeyJKWVfXBn7TpdxMLac/acrI0ZusUUkXhBQlFtPZXY9Y0VC6m+0IL3cQmNBAx03G8lJqmR/jIDSS9UUZVXTUVhH54164jOq2H9KwKG4IvbElXLwRDENebVUXqqj6WY1tvIaNDdLKcmpZ6Cslt6iKhZmLMz6I3Ymdl8gAlqBANN+N7P+AHNbW0xvBZgNBehwrnKiQEHUFSVH04Scuqwk8aaGhLJx9l0Rk6wykNFjJqtfR0afnoxeA+m9OxLPQTNpgzpyBnSkDxjIHNaT1a8nU20iQ2Mhu8tKxoCJC0MGEnqNJLcZOF8zREyOgtM5ck5daSWmsINDOUoEFe04tBNYJ0axj09hH9fi1A0xY9TSY7FSM6hnfFTL9MQopuFhDJOTTJvM2Ka0aKeMrNxexez243gYwLkZcRr4u+WIwxvC5gtG+HV3GLs3hHUjjG0zzGzAi829A7zuEA53CIcrQrPYvREPMKcviG3nWk5P8B8AbHeFMbvDGLwhrJ4gVl8IkzfCy9u9ITSzS5gePMLmC2LxBzH7Apj8QcyeEDZPEFMgiMUbwO4KYvUHsPqDO8XkABaPH8NGEKM7hGUzjNkVwhwIYf37XN4gJm8QiyuA8VEIsyuI1R3EvBlkdN1Pcs0YB7Kk7M8ScTC+iWfP13MkSfgvVD0VVVzIa0DSoKRFKqe+QUV5uYK21lY6WhUoZFKqi5VcuimmoFxCQ3kH9Q1Scq41kJZXS2Z2A8mXGykrlVNT0kZDvYTU/Dpy8oTk3hRTUy6jsqqFo2lNnExV0CQcR9w8QGurGplyCJFyDEX7IB2yYSQyNRL5ELLOKfp7F7BPb+ENf4tvfPun/ORnv+eXv/kTv/vju/z13fd47733efr0KR999O897P9z/PGdd/j+t75PwPMYs2UJm9WBoq2L+pZu6iW9VMlGyLreQ1SmhMOpLRxMlUQ0+NktHMwQsS+zhYNpYo6lSYjNU3ClYRDbrQ0WH2wyu+HFcvc+yaUK9qTKOJkrJ7tSzcnLMp5Ja+ST6ZFmrP25LRy8KORIupgDWS0cvSQh7lIrp67IOCtQcbm0myv5GmzjFjTjJnon17DalrGYl1iZW8FqnKN/9DZO2xqLs9MYp2dwzi6yPDPP6sI080Y7/oFxtgxaHs5buLNg4cGygY0VKw9WnNy75eD+shOnQcuMaYKxUQ2m8SGseh02oxbnlBb7pB6TsYMF+yjGqQFmpkaQino5mtVIdGYLMRkyTmZKOHtJxoFMISevSVg0mXlgthC++4AvffbzvPbaj/jl27/ir+/+lQ8++gD4CPh45/z/He+99x5vvfkm3//+d/nsZ17i1e/9kJde+RZzD4N4XvwG3/nBG7z+47f42Ru/5c9/+Rvvv/+Ejz78eOd6///Hb377a37z67d55w9v8YuffI+vvfQi33vtG6jU41wq0SCo7iEjs4W05Fr2nirhyJkK9pwq4dNnitgTJ2BXXAn7Yss4GFvGodgKDp4qZ/+ZMvbHlLP3eDEJCaVIbjbQer0ZU3kdgxWN9Bc20VtWj76mkWvPCXg2tpjS9DpEuUL6C+sZr6jjcnItUVGlHIkuYteZEvacLKbxYjM9hY0MldVjqaxlrLiG1msixgS19BdVMmuxRBoMfT6cfj/2oA+n38fMZpDx5YfU9U9Q3jbKjapRkqp7ibup4sLVPmIzJcTlyzhV3Mm52hEOFLaQqNKS0aMnSz1Fepee1G4DSb1GUjRGsvqMEaDXGMjuNZA5oCN7QEfmsI6kQT0ZXVbS+wwka4ykqE2ktRu4UNdH1JVWTl5s5VSukuhLcvZntFJVo2bNaOKWfoLFKS2LWi1z2klmJ010a2009BgxTxlYNIxh1Y4wrR1lSa9nbmyEWb2Oe3duYXAHcLgj3lMRuWQYizfS1+PwBLG5Itm10xVg2h2IrIb8fuz+IDZvBNCdviB2T2BHMhlk2hsBZ6s3iMMdwO6OgK7ZHcTkDmPxhrHsALnVHdHfW/0B7J4wXeYldA/v4XSHmd4IYPYEsHiDkaKtKwLqRk8AkyeA0RfA5AtGCsq+ICZ/AJs74khg3YisKiyBIBZPAJM7gMkdxLgexPgwhMEVwuj1Y3YHMKwHGXvkI104xuFUEQcuSjiS2MyBs40cS5H88567xZXVxGa10NjSxYC6ky55Lx2t3Qxr5AyKFEx0qelp7aFVrEYuUyNp7kAlU9HSrKKppZPGui5qmlR0dagR1UjRKLqpru2kpk5Gk7QNUbOM+tpWnstuJTG3i5FBC4tmE/NOPXNzWhbmDMxbddgNOoxGJzbnQ5bWP8/jz/+AV3/wNj9747e89avf89s//Ik///Vd/vbe+7z33vs8efKUjz768H/1sP/P8fvf/YHvfus7bKyvYzAaGdFpEan6SC/QEJPRxpEkMQdTpOzLbuFIpoSD6S3svSjiYFoLR1JFxOYpuF47gH3lITPrm0w/dGNbukvidRV7k2XEXFSSVazhTJqUZ+Pr+URyA59OaeSZlAZ2JdayL76GPYk17E5v4vBFMcczJJy7qeRMYQtnr0kxT+hobh/kingagXSGctksQsU0zS1OrovsCCTz1LcuUi13UNPqQNQ5z8ToDIPCYdw3ZYRUSh7MmVmbs3BnwciDW0YeLJm5v2RifcWCQt6JStlL3vV26ivbEdT30Chqp7a5lYqaTq5Xt6Dq6udamZiimzJSLrdxLLGZYwkijieLicoScjpFzJEEMbkVfTy4s8mXP/8Vvv+D/+Tnb7zNH975I+/+7V3ef/I3PvjgPfi0duM7AAAgAElEQVT4Kf8K9P/n+Pkbb+/48HyZuYef54WXvstrP/wpP/zJG/z8V7/hL3/9M+++9zeePH3Ck6dPef/pBzz54ClPP/yADz78gI8+/JCPPvqIjz/+GP4PFNDHH3/MB0+f8N7f/sLT9//Eb3/3Fv/1o9cwGmapbexD3jxEZp6QuJQSjp+rIT5Tzq6Txew7Wc6+k+XsPlXK3thSDsSUsz+mjIOnBBx4rpJ9J8t59kQRSfGVCK/WI7omZLy4hrqcWpQF9TRdqaLzRhNXkgV8+nQpZTlV1F6sQ11Uh6awgpRzFRyLKuPY8XIORpdw4MRN6i81IyoRoi5rwlhdT19JE835TYyWNTEkELDiMOHwh7DvOO3+w3XXE6bdtMKZIgXnSro4famTExlSYi8piMlu50SWkCOXJRwraeesZIjD18Wk9WhJ1xjJ6DCQpDGQ0qeP8PsDRjIGDGT16cnsjRwZ/XrShgykD+lJ7jOS2WsgbVBPyoCB1B4zmQo9SWUaoq/JiLokJ/aSkrirSg5kyqiqb2dhahL9mBbT+AjWsSHsximcExa6h6dpVFmw6HTMWofRTU5iHZ/Cprdi0E8xZ5zAv74Q8dgKBHEGtrCEt9GHt7GHI3tf2zyPsbsjHjgO/xbWnb20p7dCOEKhSIObfxu7N4jDG4jUC/wBpj0BHK5IQPn72faPYLCzmvIEcfgCOLwBrJ4gdm9oB/gXmbrzEIs7jPORH4fbh93rx/QwGMnQN0LYNkNYPAEsnkAkq38UxuYNYvMFsO9k/hZvAKM/iMUfwObyY9oMYNoIYt70Y3MFMLmCGL0BjO4gk49CjK/7Sa8Z5FiymAOZIvalN/LphDr2Zzf8M9VTWlnNyQwx1cIBeuQdNEk6qJJ1ou5sp0fazkB7F5LGNoprWyivUiBvakMqkVB4U8K1YglXiyVkXhdS0yKnVtSITKzi6rVW8m80U1wpo75eQV2FjOQsGWkFStr7xxgZGcUwYcJ1/y73764wN7vK7EoId/irPP7qd/jGj37K93/6Fm++9Vt+/avf85vf/ZE///mvPH3yHh88fcKHHzzhvzO8/12m9y/HRx/x21/9gu984yXW1pbonZjmWtUw+9Jb2JMl5kBOC4eypRzMEnHgUjP7s1s4dlnK6cI2Shr7ca6t43jwAPvGIwy3H3C+WMWn06Ucy1OSU64hNlvEfyTWsyuhnl3xdew6X8uu8/V8KrGGTyZV8WxyMycuKojLUHL+chunr8o4XdCGyWLDvebg3ryVe4t27t4ys7Ywwb15Hbdn7dyZc3B33szanJWVeRsrt+ysrzhYNU7xyGzGs2jl0ZKFh7fMrM5OsDyn5e68lTtzJm7PmZDJ2mnr6KOgrp3mxg4qmzVIW7tpaOymsamPmw3tyLs0FNbIKCpSkHpTxYm0Jo6nijiWJuJkpoTrDXoGLev4n/8y3/72D/nxj9/izV/+mj/96R2ePHkPPv4A+PDfvl+vvvZNWvqN3GybprpvhjKVgeouK429szQPzyMaXEQ0tIRw8A4t2jt0Oh5hvhtmPfglPvfKN3n9P1/nzbfe5ne//x3v/u0vfPThvxdsAH702usMDZspbelH2jBMSq6IxIxKos+UcCpVyJ7YEvbElrEvtpzdMaXsjili/0kB++JK2Rsn4HBMFQdiKvjkmSISEiuQ5Tejym9EW1FF57VqOgtrUOVXM3yzntz4Up49KaAkuxrZ1ToGihvQ3qgh43w1B2IqOHa8jIMnStgbXUJjroju4ka0gmbMpXVMlTTSVtzAZHkdA4Jq5i1mHK4QdlcgQk3s8MfOQIh20wrnrncSV6QhpqCdqMtSYq4qOHmlnWPZQg7liokqVhDbPMC+fCnJHXoye01kaAwkD0yROqAnvc9IqtpISq+elL4p0vr1pAxGAkHGoJ6UURPJ/VbSNEYyNUbShwyk9hpJVRo5X6Uh9oqM01mtxGYrOHW1jcMXZZQ2dLBs0LGgm2RRp2VuapwFs5ZVm4ExvRP5gAVN+zjqtkFUkj4aG3oQVXdj6epmrruNe4Zxbk9bWHFYWXFYWZ2xsDyt59HyDOsr86zMO1ids7M2Y2dtxsny3CwrCzOsLTpZvTXN0uIiq8vzLD7yYHcFsbsC2DeDOFxBrG4/dnfgH0HB5o1QNlZvBIitGwFs7iB2rx+rO4DV58fsDtJtXEZ/+yGWgB+rx4fDE1k5mD1+bG4/zk0fDpcfsyuAeTOIZdOPyRXE5glG5vMEsLh9WL0+jO4Aus0gRncAqyeA3RUJFha3H/P9IJaNAOZHAfT3w4w+CJLaMMyRdAlH0lo4mChid0IjB3L+haqnrLKa59Ik1Al7GVB1omhWo5B10d/bibpNjkajokOporFFRrO0G4VUTreoi9rKViprW6muk1FaI0cq6aa2QYKivZPiKgWCcgX1zZ00NLVSUxPZmSk5vwPthJUFm5G1WzNsesPob7mYWg0weSfErc3PcXfzRbY/9wrBL7zM4y98jcdf/DrBL34N30svs/W1b/CZb36XL33nu3zrBz/kW6/9gNd//GN+8vM3+MWbb/P2r3/FO+/8nnf++Dv+9Jd3eO/Juzx5+t7/i//994PEn//yB376s9fROZwcyGhg30UJe9JF7EkXsyujkb0ZQp5JaeaZtAaOJ7VSV9mPd/MBy5sunJsb6G/f5vyNVnanizl+SUFOxSBxuS38X4mVfDqxlk8kV7HrQh27ztfz7IU6PpVYw7NpTcTldXAmu4OU3G6Ky/ppkGgxmGfp7NbQoxmmu3uQ4VE94/pJ1EO9aPonGBrWYtMZGdNqGRoZYWxEy9DoBEabjdEpI8NjRnpGRxmeGGN1YYJGkZCsQinXSqR09w4jaW2jo62fwkYlNc1Kipt7aZF3UlunpqlJw83qNto71BTXiigtUJJXqOJ4QiOHkxs5elFCgdzC6FKABc9nuRP4HOvPf5HQF1/mxZe/zUtff5WvfedVXv7et/nOa9/lBz96jf/8r5/wxptv8vav3+YPf/oDf3vvXZ48fbJD20Xu0Re++gVuKEe42mQmt36ChLJ+kgTDJFdOkFI1RXLVJAk1OhIqTWQ02qhWrzBk3WDx3mfY/vwrfO/7r/KLX7zBH975Pe+//1c+/uiDf/vef+/br9LdN051cyfC+hFS00RkpVdwNuEmx89WsC+6hF0nS9kTV8KumGJ2RxVxILqEA7GCiOY+roJD0RXsjikm5UIVwiIJ8sJmxqsbEN0U0XatGfHNajQFQnIvVPHsGQGl2dWIbwjpL26mv6iJ+IQ6DsZGDNr2nixmT1wRDfl11OXX01koxFxZx0BFNZVXRExcr2e4uJK1aSsOj5dplxuHy4fdHQEemz+IanKJ7PJ+shtHSS1TcyJLwfEcFSeutHH0kojj2SKOZUnZldfC7rxGUrsmSO/Xkaw2kK6ZJKVfS5pmase0TU+SZpKEzime65kkuWeKeM0U5wb1xHeZSOg2kqTRk9I7SUrvJPG9U5yv6SMqV0l0eisxl8REXVawP09OcW0PC2Yj1qFxTKNadMNj2HVTOC3jyKemkIwYuJ7XRnKSiPhkIXGJIi4mNTLTJGJNImJBLGJJJGS1SciypIlleTOrkhaWW8SsSMSstraw2irkjrSF22Ixd0Ri1qRiVmVibstauC0Sst6j4vbaGpaNEOZHQWwbAezuAFZXBPhtXj8Ojx+bL4DZ78fgDWDZDGB5FMC+HgFjuycUAX9XmG7DEpPLj7C5ImBt9gcxewJYPX5snsi1be5I9m92+7BterG5vBHKxhWhekwuP9ZHPmybQUzuIBZPEPNGAOumH/NGAIsrgHUjiG3Th93txfxwi8n72yQ2jXMoW8T+jGZ2JTfyyeR69qU3/jPHL6iq5lyilOqmbtQKOVKhkPamVgZUvfS3i+nvkCMTyikrl1Nb3Ya0ToGiQUrB9QYKCsUU3Gwmu0RITaOSxvoWmkRKMm+0kHOjkeJrCuqqJZRXynguT0nSlQ76NGMMDQwxPNZPRZuG7AYt2RVjZFQMkVo7TkbtGJnCMdJF42TXa8kWTpHWNEl6vZZM4RQ5YiM3uqw0j84zMH0f+8MQ94Nf4IUvfZNvfPsH/NdPfsbbv3yTP/zxN7z7tz/x5Onf+Oh/Afx/H0urt9iXUseRKyIUGh2Tk2aE7YMk5SvJrxmmQaElq0hFRoGcKec8a4EHLHrvYb17l3MFcp5NFRF1SUVeRR+xV0V8IrGaTyXU8snE+kjGf6GeZ+PreCaxht0ZDcRdkXMmQ8H5/A6uVKu5UdePzmRncmqKca2eiYkxdEYdBrMVncHIlEmH3qjDaTdgMekw68cxTuowTulwWI0Y9Xr0eh1agxaTTs/DJTv6SS0ZORI0fVqGhsaQtqjpaB3kqkBGVaMCQVMbTRIVjbJOWqSdXK9sRanqp7BCQmWlgsvXpUQli0nIbCOztBvx6AItvUs0DMxRrV6grGuOMpWT0o4ZStqdlLTbuNJtpbJnhl7Hbey3gwQev8RXv/l1fvTj/5tf//Y3vPu3v/LRR0//cY9eeukrCMQTXBdauVqvI7N8kKzGEVKb9KQ160lv0pPeaCGx2UaWZJq63ttMzHpY2vgsL3zh63z/Bz/kzbfe4J0//Z4nT/7Kxx//+7TgD15/nYFBC3VVg8iaR8lIb+FCUi3RSdUcTyhn97lCnj1dwp5YAbtjS9h1spj9J8s5GBM5jsVUcjCmgt1RpaSdLae5QIjsWjNTVTV03BAiL2xCVlRL//UG8i6U8unzxdzIqkN8vZ7em/WM3mwmKb6OQzEVHIwtY19cKYeiihAW1KEqqGOwpAFjVS0jJQ205NUyer0JzfUy5swWnB4fs651nB4v/w9p7xnc2H2leX9/961310odyY7qnJs559TMJEgi50wQBEEQzBmJJBJTs3O3upsJAJNkjWV5HMaSFW3JSpassSXLlizLliUrS5b02w/UzNTMenbH756qf+FeoO5F1UXh+Z/znOecMxnbIBxbZ3p9FfvoRdIr7KQ3tJFUbuNQXgtHi1s4UtzM7hwl92aqOHyujZOSXnaW6snqcJHR4yLF4SW13UVGm5cMu5cMh5v0Tg8ZHW4y7W5S7C5S7G5S2lyk2DwkWz2k2rwktLlJdLjIcHpJ6RrlVFMXh/IsHM62cjy/hWNFJrblGhCLndyYcHNhaICL7iHm3APMed1cDLjpDwYwdU9wrthKcoqOsxl6TqYbycnWEtKbuGrSc1ln5IrBxBWdmSt6AxdMeq7pDVw1tHDDbOJWq5nbVjMLzSbmW5pZcDqYbzFy1WLmutnMLa2WWLuNm7cvElq/n8DqBoGl+wlHNwhH1wnHNphc3SC8unk8HVslHFslsLRJ2UzFNpha2djMD8RWCK3cT3d4jpGrC4SXHvhXyiYcuZ9Q9H5CS/dv5glWH2A8tsHY+jqB2DqTS6sEouv4IxtMRjbwLz9AMLLOZGyD0PL9BCPfJhjdfG9i4QEmIptef3jjAXyxVfov32R49joF6lH2FaiJLzSxM0/Hlmwte3LNf7ty90yqEYnCiVNvwmpSo1dY6bI76bcZ6W91YtRZkEstaFRt6BQOmjUWahssNAkN1DcZqJVosFja0MiMtJlsCBpNCOQG5GIrerkGSZON9PJWsmra8I6Nc/H8OAG/lyplNxnCYVIE/SSIujij6CGhYYikJhdnhC4SpC5S5G7S5D6yJBPkiv0U6cMI2mdQD19n8PIacwvfY+UfHuORx57jxedf5bU3XucPf3qLDz96n88++4Svv/qc/2qI/7fs8pXr7M80kS1yMOyZZvm+29wfuU04fI3g5Vs8+A/rDIfCVBo6GPROMHNhjtlrl+kbn6Cw1smhXCNH862o1AMkl5u4I0nKPYmbgH93sow7U6VsS5Cx44yMHRkajpfaScxvIb3ORk5dBwJZN1OhGdyjPkZH/Lh8PsYnfUxP+fB5vHh8bsbHxpiZ9BMK+hj3jeHxjuH1B5maCRMY9zHun8DnHyM0ESByZZKr034Mhl5uXb6Mx+tCo+uhzdJPtdBMk7wNsa4TraUNubodlaaDBlUL7fZeSmtNVImaya1oZne2klPZJoqr21E7Z1F3X0DRfx5x/zRCxwyNlvPUt85QZ52mqnmGstbzNHRdwxGOEbr+MA9+/3F++txz/Or1N/jju+/wyWcf8vXXf/034H/sMWoMIxTpveQqR0mt6SVdNECqwk26zEOa3EOmfIIy4xRN7Rdo9d1m4tr9zK/+kIf/6Umeef5FXnvtdd7+w+957/13+fiTj/n888/565df8tXXX33D+f9tR+CpZ3+GxtZDvbQXZVMXydlq8ovV3Huijv1nZGw5VcfW0w3sOdRE/KEGth9tYPtJIdtONxJ/XMjuY2LijzSy9Wgt2aeFqEsUGCrleGqENJdIaa9SYKtR0N0oJT+xnm1HGqnLk6EuUtJTpaC7XEzq2SZ2HxESf6ye7cfqiTtSi7lUQUuNlJ4qJSGBlOEaOdYKCe4aKa4aGRcnA0zGNphZWmU6skZ4edNrPL+6hsN9kWLVANX2MXLFfRzNN3PynJUTVTb2ZarZl6XhaH07J9WDxJ8zkWPzkts5RmrHOCndY6T3jpPe6SWt00NWt5eMLg9pXR6yOsfI7Zwgp2+CjK4JCu0TZDjHSerczA1k9/lI6RomQdTDvoJWDuQ2czSjhYOZJnZm6hA2OQgNDjPY0sWg1cGgpY0hZze+kQGswxNUGkbIL7SRl6wlJVXHmSQDeek6JqQ2onYLkVYLy1YTy9ZmlprNLLUZiFkNXNboGWjU0iHQ0VmvoaNOQ1uTDpOslc46A9dMJpZbzSy3mlnrsPLtSS/rl4LEFmaYjq3gX1kjuLbK5Oo6Uysb+CMb+GPrTK6uEIrFCEU26ZpQdJ1wZIPwyv0EVlbwR9fpC88xct88UyurBNfXCa7cz+TiOuHo/fhjmzROILbG2Mo6Y6sbBFc2mIysE1raIBhZI7i0QSC6RiiyxuTtDQKL9zNy3xIj124SXl3DP38/Ewsb+Fc26LxwH5liLYmVMtKKRNybdI5tZ4qIz5azNUvN1kQ58Rnqv6HjF0o4kaNHqnfQa22jxeLEYHDgcLbT6dDjtHRik1uplzbTJHdgVltp0TVTJzBSITBT3WSkpMaAytCOUaqnVdXCuUY5RfVqqhst6KUGFAoTyeUmkiqtdHb6CHgG8Iz0cU7RS4p4iCRhD6cFPZyp6yNRMEKy2EWK3EWifIRMmZcs1TgZ2hDpuinyLbNUtV9G7Vpg9PKD3Ip9n+9+7wmefPIFXvnFr3njrTf445//yEcffcAXf/3sG275/38eYD5ymxxBC4X17WQUtSJR+YiuRFhbucVydI7o8gxXb1ygd7yP+25eYW3lFm6fm6xzKlLONZNaaib7nA2xuo/kYi3fShVyd7KMu5Nk3JEs4a4kMXelyLg7WcLWLDVHils5ld9MWlU7pQ2dNGo7Cfin6e0ZpKfXQ3e3F+9YAP+Ui6FBH64RDy6Ph8B4gCGXi74hF/1Do/QNepkYn6G/z01njxtnv4ehUS+Ll6bxjAzTbHPQbhigu30Ui9mGta0XgVCPSGdDZLZjMNqR6yxIZV1I1A4cHd0UCwxUN+nJrzOyt1BDSqGV2ppeJI7zyLsvIOu4gLDzPIL2Gert09S1T1JnmaGmeY6a1gtIu++jKxQjFPlHNn78BD/9+Qv86vXXePf93/Pp53/hq6//jY559LGfUGvoJ18/Sq5khPSSAVIqB0iVjJAu9pAt9pClHKFI46NKP4HQFMLYeYWRwDILyw/xwx8+ys+efZ5X//mfeeut3/Luu3/igw8/4LPPPuPLL7/83wL/c88/w6DXj0Q1TItihOwSPWklanYer+Nwspztx2rZdnyzcGvnYQE7D9ez80Qj208K2HOkkX2HJcQdbWTnwVoyE5oQ5CuQFstxVYmQFslpLlWhrVThrJFQckbI3ccbqMlWICiQ46xSYC+VcCqhid1HG9hzpIEdRxrZd68AbYUMca2C9hoNgQYZAzVK1OeU9AvUdFZIOB8YY3J1ncnlNaaiUSYi6wSX1pmNrdPqnSO93kZGXQdnK9o4UmkhpamDNFEPh4v0xGcqOVBp5Zi0n/hyHYmGEZJbfCTZxklu/4ba6XKR2j5Kqt1FctcICd0u0rvHNpO/vX5ShsbI7h8nvW+CxF4/qT1+MvsnyHC4SWzsYn+RmRMFZk7nNHOw0MzODDNycTuX3cMEhnuYHnUw5epn2jvCrH+UriE/OoePkjIbJdlm8ostlBRbSMvTIMg30y0y0Ck20SUx0CPX06dpoU9voVulR1tv4HSqkl3JSuITlOw+qyYuSUlcsprDiXq0NVYGlBa6lCY6FS30NlnpExkIDA9yMbpIcHWN4Poqk2srTMbWNsE9to7/G349HFknHFsnFFkjuLhBcGmDieV1Aksb2MfP47kxz8zKCpOrK/ijm59PRjcIr6wTjq4TXNkEfH90nWB0jXB0nVBknYmlNcaX1hlbXN+87/wGwcgDtIQuYQ0GCK2tMr5wP+HlNcLL36ZaO8juIwX8v9sS+H+2n+Zb+9LYfrKMfTlKduboiEtWsqfgb+n4hWJOZuiQKB1YDS3o9S2YNG042lqwGmy0WToxaluolpiQym1YlM1YlBZqG/WUiyzUiY2cE5pRaNtQyHRodXYqhDqqqvU0CVvQyA1IJGYSK6ykVdrpHvLgcY8wOjpEsbaHRMkwyYJeEmr6SK4bIFk0QJJkiCTREClNI2Q1ushWuym1hhFYZ5F0X0Tae4FWz30Mz0QIXF/h5sp3efDhH/Po0z/l2V+8wKu//jVvvPkmb//hD7z77rt88MFf+OSzj/nii0/58ssv+OrvCPujazcYGhpkzhtgbnicOe8Uq7dnid2cJnprivX7Zlm6HGJ0wMbChTD3L04xf36cwMAoniEfftcE3R1D5JUbOJimYEuCiLsTxWw5K+HOZDF3poq4I0XEnSlitqeqOJ3l4GSxlcTqFrLq2qiRdTE1Mcn4qIcx7xg+9ziTwQmmQx7CEx6mAyNM+0eYngoz7h0jODFK2DfCuM/F+ckQU+Pj+H2j+LwjBMYCzF8OMn99lisXZ7h17Squ8SHMzRbs7UM0NTQjM7YjV7ehMbSi1LYgVTiQqWy02zooFhupExsorTOyJ11OaZ0ThWIEWVcQiX0WoX2GhrYpBLZJaluC1FgCVFoDVDqmkfSdx+y+Qvf4TXzX1rn14MM8/PiPeeqln/Pq66/x1ttv85cP3uPTTz/mq6+/4iePPUqTeYhKk48SnZfspgEym4bIkvvIFo2RKxsjQ+kjQzFBvjJInekStrEYM5GH+c6Pn+KFF1/lzTff4s9/fm+T4/87fvOfPfs0js4hagQdiBTdpGWpSc6Us/+MkBOpIuKO17DjSB1xRwRsPyZg25Fa4k80EH9MwO7DDew6KtxM/B6qI+2MkOZiFS3FKvxNDTjKZPRWKGirl9JbrabwjIgtJ2oQZqloLlMwUCNjqEZM+lnR5pSvIw3EH2lg1+E6tCUybNVy+mqlTDSIGW2UYK9V4mmQM1zfyNWwn9DSBoGlNcLLMcKLK4SXVjgfXcXmmyNf3kWhsp/0pk6OFJg4XdVGgqCde0vV7CpUc6DOypEGJ1tyVJzUDZJq95La7iPd7iHd6SGt00N6h4uMNg+pTg9JXR5SneOkOsdI7hkjo99HZp+PjG4vqU4vGR3j5HT4yHL4SDO4OFhs4EiBkVN5Zg4UmtmRa0CqaGOyb5iRnn78vV34ensZH+wiMDqE3OqjQjlKSZWdkqo2CqvbKKmxcbrAwJlcLdWFauqKVdQWaqgtVSNutNJYb6Gy3MTZIhO7srXEZSrZkiJlR6KSuFQ1+7J07EvTUlphRtJgorG2mfqaZupqzVSWabB2DTO1skIwtk4ousHUyhqTkRVC0VVCsVVCK2tMxtaYjK4RXlxnanGVqcgqoeV1AovrhJfWaPdNM3rzFsHVdYLRGP7oGsHldYIrq0yurBJaXP/mfI1gLEIwtkIwskpweY2JhXXGo+uMR9YJLG/gX1ojHLsfzWAQ9eAA49fmCS6uElhaI7h8PyLTKDmVRv7H/jTujE/gniPFbD9Wzc5sJXFpWrYnytmT+Tc8/iahiKQMPXqVDUeHhVaHHltzGy6nGXOzkX6njbbWdnSGVmxWK21qC61mGyp1MxqVHZXMSKPMitXgRC02YG12IJRbkYta0Mvs6GUmlHIz6WVmcupbENk6KGwyUKNqoVDVT67aTZZ2mGT1ECmKIdKVI2TIRsmSuMiVe8gUDnKkWElSTQunSxUknjOQJDBzskxCZoOdgQsrXIk9yLe/9wiP/vRpXnz1JX731hv88d0/8P4H7/Lxxx/y6Webmv8vv/yCr7/+8u/i+69ev05pfTtqSz/ali4MWicapROtvAOtph2lshutwUFVrZJyoZk6tZV6aRtChZ06mZVGiY3KpmZSMwzsS9Sy47SELQkStiRuvt6VLOaOVBFbE2XsTFFxLLudo/lWUqpaKa510qjqJTg5wdjgKOODPoZHR/FMjDPh9+FyD+Me9TDqdhEIufC6Rhkd8jDYP0xf/xBj4y5c3cMMdnvpHOhhcLCf61ddhLxeupx9dPe46Bntx2g047CNImmwIjfZUansyLUtaPU2pOoORFIrDmMnFRIjNY0mqkrM7E/XsTdDy9n8FpS9syi7L6HoOY+8fwZJ5zQi5xQCxxTVjkmqnFM02adodMzR6rnF1PVv88DDj/DYU8/wyi9f4w/vvMMHH/1lMxH/5Zd8zdc8+dSTSE0jlJnHyTf6yGzoJbNxiCz5GLkiHzniMXLEAbJlAQp0IcR9V+gKxbiy8D0e/tETPPf8K7z529/y3nt/5JNPP/x30cT/yV584TmcfaPUizqQybrILFBSmKbg4IkaTqaIvxnAIiDuiIAtJ+q450Q1O08K2Hminvijjew6JtzcFA7VkpwsQJbzb/sAACAASURBVFgiRVgkZ7RSjCpXhumcEnm5ko4qBUXpmxx/Y7GIxjwp7bVqumtVpJ3d5Pd3HRUQd7SOuGPVKApkaAs0dFQoCIik9DfI0NapGWmU0VUn4nzYQ2htBX9kleDSKuHlFWbmY8zdXqN96DJpNa2kNbaSUmHleIaFo2V2ztTaOV6sYk+Bkn1lFnaVG7grXUmidpjsThfZHW4ynW7SnG4y2t2kt3tId3hI7/CS7HST6vSS7vCR1ukhpWdzc8jocJPR5Sa7w0N2h5uULhcJ1mEOFhg5XGDkSJmFI+k64jPUiIQdhPuG8Xf1EuzqZtQ2wEXPEDNjffS4/Ght41SVtVGZa6GkuJmsgmaOZRvIyNXRUKlHWKWlqcKAuNSEuNKEqsmMSmAhMUfDrgwdO1MUbEtXsDNFxa40DbvSVBzIUFFc1YJCaEHZYKWp1oRI1Iy0zsDAwCDTSzHCsVUmo+tMRlaYXFwhvLxKYCXKdCTC5PIqgeU1gotrBBfWCUdjhKIrBJZXCC2v0e6+gOv6LUIr64SW/wXo1wjFYkzGYkxGVzbPo6uEVqMEoyuEIqub0cPyCqHlVcKRNYLRNUJLq1xYWkflDHIoXYCqtZfpxRWCS6sElzdosoySW6Hmjvg07ohL4p7Dhew8Uc7+LBW703VsT1exL8/0vw5bb2iScCZVj1bZjdpgol6rRyC2YLdqsVj16I0WGpvMVNTqqGrUY1JZUSosZBXLyS1QkF8gJaFITpPIjLTBgEpkIbFQTmKxmtwiHY1NZkqrBezen83uk8XsKxWyJ6OJI6fPkZhrIV8zQa5qhGzZCFlSN2lyF5mqEXJlHnJV4xwvVXLHnjPsOVHJ7uNF7Dp8jsqmMTLr7STX2Tgf+yf+4QeP8/RTz/PLV1/hjTd/zR/ffYcPP3qfL778FPiv/+H/JvBfnkch60VjHkBu6aRJ3oveaMNocaI1dqGzdaOytpOYLWfrKQV3n5Vx9xkZd5wU8q1jTfy3k418K1HCgUwDu1NlbDkr5O5EEXclirg7ScK2BCl3pAi5I0XEtkwZx0paOFNqI6HcTlJlO9WSPianAoy5h/F63Hhdo4QmfAQnx/EG3PgnxgmOe5mb9DE9PsaYZwLXxAQTXi/hcIBQYITJgBf/yAShsSC3rni4fWOaG7Pn+XbkPuYCI7SYzPR0DCCUmdHo29HoO9HrLGj1FnQ6J3qZHVurnXKhEWGjhaoKC7sTZWxPknM424Si+zyqrkvIui8g6T2PqGeKxs4pBB1TVLdPU2mfpbr5PKL2K/TNxrgSeYjvfO8xnnj6BX756qu8/c4bfPjRe3z15Wf/+tyffupJdPohKo1j5Bl9pNT2klU7SI5sjCzVGJmKMXKUfrJVQXKNMwi7r9MbiHB1/mEe/tGTvPTSP/Pb3/6W9//8Lp999snfBfwvv/Iiw64AMvEgRkMPBTVy0jIk7D1RR0KSgvgjDew81kjc8Qa2HK9ly4kadhyvJ+6ogN2HhOw5ISTuRAM7DwjIONuEtVJHR5UKd40CW4WRLpEYR5WQoWoppUmNbD8mRFTUSGuVmMEGGT31ctKTG9h+ooH4owLiD9Wz+0AthhI5zholow0ygmIxvkYpnXVSvPVqvI0SLkwHCK/HCEfXCC1tgtVkZIXp6Ap27xwV8h6qjMNkiXs4ltfMgaJmDpdZ2VugYVehmoOFRvaVt7Gz2EiCpp9sh5vsDhcZTg9pDjepTjdpPR5Senwkd/lIdLhJbnOT3OYlqX2UJPsoCXYXmR1eUrvdpHS7SO0a5UTnAKcsfRwsMXAw18CBvGbuzdKzO02PUNbKrGuA0FA34eFuxrp7uR4YYnZsgLYuF40WF6WlTiqLLZwraCYrt4WT2UYKi/SIqwyIK3VIqnQoKgxo6k2IG5o5nKVkT66OXXladqQq2Z6kYGeSkl2pGuIz1RxJVdBQb8LY2IK2sRmZ2IhcYkZS34Krd5Dz8xGC0U0PPLi8ssm3L60QXIoRiK5sPtuFFYJLawTvW8d/e9NLn4iu4o+tYR+7iOvGbcKxNaZurzB73yqTSyuEY1HC0VXCKzGC0VUCyysEl1cIL68QXogRXogRWlrFv7TKxPI6/sgq4aVVZqLrGJxjVArN6Hp6CMSiBCMRAovrCMwucpp03BGfyn/fm8xdJ4rZkVDBznQlWzN03JEmZuffVPWIhBzJ1qFWdTFk76DT3kZHmw13uxmHsg1Xh512WzutJgetth5sFiP21hZUWisGdSt6rRmJooV2SyvqJgOdJidSpR2Rog21phW9ykRmdjnx8TkcP15KfGo9ezPkFNVISSlpJlvjJUPhIkM2TKZ0mCz5KKnqYVKVLvLkHs5W64k7VcKB1HruTa1k9/EqxKY5BCYPRbJ25ub/kQceeozHH3+Gl37xMq//5nXe+dPbfPDRe3z2+cd8/V8sFvrP7OL1W4z0u5gLjhEMDdDS2s/wQBcDIz0MDg0Q9PXTO9xLcoWEvckKdieqiEtVsDVNwj2JYu5MkrAlRcqBDAN7ExVsOyvmziQxdyQ3cleShLhTUu5KFnJnqohtKTL255k5UWQhqaSV3HNtNBkGmJycwdHRS8vAIK2dA7iGXLg8PuwDvXT299Db2Yfb7WVwcITO/n5ah3pod/Yw6h6nrbeXFkcv5tZ+2p1DXL8wRYezD0GDiewaDUpFD/LGZpRKB8UCA3KpE4Gyl3KBhSqphUpBG9UiC2JJG/lVBorKWygpN2LUdtFt7cRh68fUO42qdxbpwBzC3jlEHTMInFPUOmaoNc1SZ5ml0jKD1HGZoZkVrq9+hwd/8BOefuY5Xv3VK7z9hzf44KM/8+VX/1af8fSTT6LWDlNhHKPY4CO1vpfMhlHyxRNkysdJ142Rpx6jQO6nQDmDtPMKA5MRrkYf4oePPMUvXn6F3731Ju+9/2c+//zjvwv4f/7zZ7C1D1JZb0PaZCOrUENarp4DZ0ScOiNlx7H6TUnnyXq2HK1my4kqdp6oY+fReuIPNbD7lITtpwVsO1JP6ukm5CVGVOU6RiUK5FVatPUqZHliWouVFORJ2ZYoQZSppCxbjKNKRluZkNOnm4g/0cDuQwLiDtax+2AtqgIpDefEtNfLmKwX4axsorpSSM85FV2VDUz7JphZiTIVXWFyKUp4OcZkZIXzkVXahmdJqbCQVmcj4Vwrx3OaOVZo5UhNO3vL9MQVKNlXbORoXQe7K4yc1PeR2ekit8NFlsNFaoeX9HYfGQ4faV0eMjs8pNm8JLd6SW3zkWL3kNTuIqXLRardS0qXh7ReNxl2D6kON7mtQ5wsNXIgx8yhQhN7czYVJ/XKVvx9PXgHOvA5OxjodDLS18uEawizw0dFs4eq0g5Kyqw0FLVTWd5Ber6J7AI1jVUmRJUapBUqxFUqVE3NSKstnExVsy9fx95iFbsylGw/K2N3oordGUp2pavYn6miotK6eX2FhiaBgdpGI7WVJvrbe5lZWia0uEpgeZVAZBV/dB3/8ir+yNqmV78QI7wY23y+86ub9MzCOqHFNYLLMey+Wdw3rhJYiRFaXiF8e43wwqYaKLS4QmAlyngshn8pRmgpSngpQngpyuRChKmlCIHoCt7o5ndPrqwztbGBo8uFpFGOvseJPxoluBBjcmmVWtMIpwub+P+2neW/bU3gjj1Z7DxZxKE8JfHpBrblKNhfrPlfOX6xUERCpha5rBOz3IRCpkclM9BuNtDXbKRN3YykzkxetYbyGi16jQW5uJXMYgkZhUrSCiUk5ysRCgxoGg0oRWbSCsWklMooPKdEJmkhNVPKkZMS0lJqOHi6nN1ZTRQ0yUgvNZOv9JCldJMuHiZdMkKmaoQ02QgpaheZKh9J1Wb2nSniQFoFB9MqiD9aQZUuSK15lCJxG1eWvseD332Uxx57lhdfeoXX3/g1f/zTO3z48ft88cX/PfBfvTHP0MAEMxe8hPzDaNt6uD4RosXswOcf5GJwAJHaSnqhlN1nZew8qyQuRcXdaRK+ldzE/0hq4J40CUdy9OxLUnJnSgN3JIu4O7mJbyU3cUdaE3clCdlyVsKOZDkH8lo4lt/CmSI72cUdFDX0EgqFmJseZio0ynR4jIvTQS7NTHNx1s/F2RFuzExwY26ay1NTnJ8e5/zFIa5fHefajJcx9whjbg9+r4vweB83L/p5KHKbjcgNxGorZwssJGY1czZHz/FCA6fydRzP03KwyMC+cjNHy3QcL1JzON/IiUwjJ7IMJJXquRIa5dHoCN++FcA+EkLZdR5x7yxy2xzytkkaOiapbZumrmWKGss0VdYZRF0X6Z2Lcin2EA/94yP87Jnn+edf/4p3/vR7PvzkvX8H/E8+/TiS5n4qWsco1I2R0dBNtniAHKmPTPk42YpxchVjZKsmyDAGqRm8jHMywtXYQ/zokSd4+Rcv87s33+D9v/yJzz//kM3isf+avfryLwgEJ1GY+ugxD1JbqKEk28q+Qw0cPdVA3LEadhzerNbdeqyGrSdq2XWsgbjjjew/08TeoyLiTjRy94laMs42YanQ0lYtYbxeQE+5hK46OT21SkYFOnLPNrL1lABJURO2MhWDdVLGa8QUnxSw9956dh8UsP1oHbsOVWMok9BTLWO4Xs64QIynXkxnjRSfQIJLIOZy2M90dBF/ZJVQNMJkdImp+SjhhXWsrgsUyrqpMY9QJOrmSJ6RA+eMHKq0sitfxp4SFXuLLeytaGF7iY4z2kEyHV5y7B4yW11kdbjJbneT3eYl0+4mu81Derub1HY3KQ4XyZ0uknvcpPW6SewYIbF9hOTOURIdbhLahiiyD3Gq1MjRtGZOZTVzOFXPPZk6GiR2zo+4uDg0yFzfABPdPYR6+wmNDtPicCMyjVBT5qC0opmaslbKy60k5OrJKdAgqdYhLNcgKtGgKNMhqDBz8JSWvYl69uVp2Z+nZFeqlO2JUvaeUnJvoppdKUoOpWmQVljQVBtRVRtR1xpR1RiRVZvpbxsgvLzEeCTG+HIMf3SF0NIqwaUYoUiUyYVlgvMrBJeiTC4vEVyIElqIEroVI3zfGpMLUVp9kwxfuYQ/usrE8gbjt9bx394gtLxKcCHKxHJs837zK/gXVwgsRgktrxBajDC1vMxEJMZYdIXAjQhdE+fxXL6FyNzPjsOpSNqsBJZj+BeiTC+uUKvoYv+pXLYdKeCeQ3ncuTuTnXsL2X+2lvg0MVtSJezO+Bsev6BOREKSHrW8FWeLlVZTK+26VgacFjpbNYy0tmLXWlFpW7AoWrCozLRq7SjkOoTyZoRCI4I6C1aDDZVMT4uhFalIT0OjEUWjFa1cT1a6mIOnxJzOFbIro4q9uU3UNuooLDaQp/CRI3WRKRklVTZKmsJNptBHhtJNttpHwrlWdp0sY19yDQeTy4k7WkedNESjcZRzDW3MRr7DAw8/wk8efZbnXniRX//mVd559/d8+NGf+fyLj/ma/ztVz+0btwmNTXLz5hiBgJtcZRuzYwGqy8zIjW4mxybQ2jrJqdCRXdZKUoWFPRl6dqXo2ZFjYkuajPh0BUdyVOxNVPCtFCF3JInYdlrMXQlitp4VseWsmC0JUralKthduDkT4ER5GwW1Tuo1/fgnx3E4HDTbO2l19DIwMEBPbx8OZy/2tj46bP24hz0MdA3haBvB3tnDqHuEGxemaGo0sjdTyYECFclVZuZCM7g6B9EZWymvs3Cm3MThMiPHSg0cL9FzqtDA6QItR/L17C00cqzIwNk8HYeKdBzMNXAky0hyiZn7wi6eWHHx0E0/NlcAef8siu5ZZF0zKGwziG1TCO1h6u2T1LRNUWeZorHrAu1Ti4RvPsiDDz3C00+/yKu/+jXv/OlNPvr4vX/nlT/x1OPU6wco1XvJVfpIq+0is7GPdLmHdJmXTKmHLIWPYmOYOscMeu91+mcjXFn6Lv/4o8d5/vmX+M3rr/PHt9/i/ffe5dNPP+Kv3/R2+vo/ad/wL/aLF5+hZ2CYarkdldJJSbGO3Aw1+042kVqsZcfxGrYdFbDzaD33nKzjnhN1xJ1sZM+xenLz1Nx7Ssj2E/VsPVpNzlkhNQVqpMUKBqoakOfK0ZbqUJZbaK/SUXhGzI4TDYhzJdTkyHBUS7GWSEg52cTeQ5sDWHYcrif+SDXKc3IaS9VYy2SMNUjorZUgL9UwWC2jq0bEbHCc2fkVgssRJpejhCLLTM1HmL65SvvoRbLrbeQKukivdHIo38jRyhZOlzs5kK1mX76SuCIzpw3dHJDZSNIPkOnwkWbzkubwku3c1O1n29zktLrJtrnIbB8h3eEmpcNDapeL1M5R0h0usuyjZLePktPh2gR/5whZzSMcLzFyOMvMqYxm7s3RsT1Lg1RqJdgzTKCnj4m+QTyOLsa6evCPDmDuHUVoHqAg30ZOXgs55yyUFVtJzNWTUqKmoVqLqFZD0zkN8goNVeUaDiXp2J2qY2+Olt2ZKuJSpexIkrDrlIz9J5TEJyk5mKWirsaMqMFIk8CIotaAukqHtMpAV/cQgeUIvuUIvsV1/NEVppYjzMxHCS1G8UeWmFiO4p9fITwfJbgYY3wphn8pinc+SnhhkfbREO6LlzajhcUVAreiTCxGCS0v41+KbR4vRgkuRhmbXyGwuLmRBBYiBBeXGV+OMbG8iuvaMubOETqG/VgGfUhNA2gdvUwsLjC2tIh/cY0G4yBW7xiOyfswBi9x5pyN7cdq2ZclIT5PybYUBfE5Rqy2/8DxV9QIOZ5jRK1ow2FuwWRswaSx0uNoxmqx4OzQ06yxIZdZ0CvMtGhNWE0GquvUVAvV1DRoOVenQy6zIGhswSK3UlejprRWg6jBhEFrJL1AwrFTDRRkF5KRVkBuXinZqQWkZevIFrtJl4yQKhkkSTFIsnyUJPEoKeph0tVeTlXa2HH6HAcSajmYWcG2k6XUq4OUNzkpOmfnxsYPePiRR3nip8/xwsuv8Os3Xuedd9/mvW8qQr/462d8+eVf+frrr75Zf98mMH/rNhMTfjYWAswFvFSIu5kNhWiosnCixIpnZIL1BR8mg5rEXBPHy9vYWWBke5aa7ZkGtqer2Z6qYk+ShvgECXefaWTrqSbuShBxV6KYbafF7DgtZkuCmG0JCvZmmTlc2MyJmmZSy22UCzuYng4THvMwFR5lKuRhMuhhdmqEmXEvAf8Y/gk3U+EQ05N+5gJBZgN+JrwuPEN9tLd0kVpm4niehuOFVjRt/fSPuPH6QhRKLBwq0HEo18CBXD0H8/UcKtByvNDAyWwTx7OMHM8ycbLAyOEcPQeyDBzLMXIi34zR0ElXh53Otm509kmkHRcQd51H6JiiqXWaesMkNYYQ5dYQ9fZZFF0XMYxfo+fSAuGlfyDy/R/zyNM/4+Vf/pLfvv0G7773Rz79bLPYDr7mJz/5CULdIBXKcQqEPtLOdZLe0EuuykW2bJRMmYscuYci5QTVihDC5mm0fZcZmFxiYfVBHnn0MV79xSu89ZvX+cPbb/Lee3/ik08+2uzh838A/1++9DQX5ibQGAbpd4xSW6EmKUfMoTMisotMxB2pY9uxerYf32zJvPV4LfFHBBw82khjnYmDZzYLu+45JiArsQl7mYTOChlegZiuc0p6auQ465QMChTkn2hk573VSDOltJ9TM1yvoq9eSmZqI/HHGth7sIn4g5s6fn2hEmelmqE6MYF6Ee4qKR1VasbKFYxUybkcmCIcmSe0fB+TSxGm5iPM3Fri/EIEu3+KfHUrpbJ+0mtsHC8ykVDRSkqpg1MZSk4XqdmXr+es1sl+hY2zpl4ynG5SHW4yHS5y2l2kO71kd7jJsY+S/S/L4SLb6SGt0016j5ucbg85nT5yu7zk9HjI6v1GBqod4lCekYPZJo7lGdlTaCIuW0Odxs5F9zBTIz1MugaZ7ephbrif8+4+Wvt9NLWMUlLQSmGWgYxCE7kFJk7lqSkvNdMutNLeZKRVYEBbp+dYipLdSQb2JuvYk61mT6qG3ac07DmpYtdZObvS5OxK0XAmXYtJYKRdqsdRb6azsRmnxIRd1Iy3p5+5W1e4vHAflxZuM3v7Pi5du8m1Gze4cPs65+evcmHxGlO3bnJ5YYnbS7cIL91idnmeqetLTN2K4nCHGL5whYnIJsgH5iNMRJYILC0zvhRlLBJlfCHGxOI3UcVSjPHFKBPzEYK3ovgXo0zMxxifX2EitsbEcoSZSJS2wByaDidjkZt4IhHCCxGEpm6GJgJMLm0wdjtGlmCYLcfq2JUhYUeGkm0Jcnb9LVVPdbWYUzl61BI7VmULWpURjbyFdlsrNoueNrsKrdyIsFaPSmhGq2lBo26m9JyGc7Vqqus0lDXo0GtNSMQ6WnRWzgnUFNZoEdRqqBNIOJIkYEtcGgePJnP6bCEZGefIyKoiKVtFlrifNHEvicJuzkr6SJD1kS7tI006SKrIxfEiLd+KP8uOI8XsPlPE3ffmkFDVwr2nSknN1zI2vcSFpRWWH/oeD/34cX709DM888oveflXr/Pab9/i9++8zZ/f+yOffPoRn372EZ9//um/gst/xW5ev8F43xi3plzMTLopN3bRNTBKYbmVfWUtWDsGWLvlw9lsRKfuJLHaQmptBwdKTezKamFPupFdmXr2ZBrYl6phW7KCrYky7kmScleKhLtTJGw7s6ny2ZuuYV/BZi/thKoWyhtaERm6GfNMoTO30WLvQtfmxNo9iGN4GLvJidHaRXNrHz39XhzdA7Q6euls7aZJYSahUMv+TBn7c+XszdxUNmxNk3BPupAtaVLi05XEZSnYna5gd5qauAwVcVkqdmUo2JWmYUe2kl1pSvanaolLkrM9XcbObBnbM9RsSVBwx2kJ+zK1iCwTSHsnaeqZRmgLI24OINaPU6udoMzqR+AMIeu7gMp1iRbfFUZmlrgYu5/Y97/DI088wgsvPctrb7zKH/74ez76+H2+5q88+sijyAzD1Cr9lCnGyap1ktMwSL7WS47GQ7bCR65ijHyln3x5mCbbFXonVrhw62F+8OMnePEXL/H7t9/igw/f58svP+PvoftefPYx9O02Shrbqap3kJwuJb1Exv7Eeo5lyIhLqGH7sTq2Ha9l+5E6dh7a5PZ3HhVQUGHg6CkZ8ceF3HWihqwzQmrTlcgLZYxWSBBli1GfU6Mq02CrV5Ob3MQ9p6oRZIkoyxdjrVWiKxZx+kwTccca2H2kjl0Hq4k7Wo08R4EgQUVruZiASEhLqYqSTCmd9TLaKhs47wsxGb3N5OJNZm/NM3srwsz8EueXV7B7zpPd6KCwvp+0GhunyswUydrJE3VyNk9BUoGWs8UtnJB1sLvKzElVJymtQ5zqGCTZPERq8yBpjiES24c4ZR8kqXWEZOMAKZZhsuyjpFtdZNvdZHS7SXWMcMbex4nuEVI6PWS1eygyjnA4z8j+TBOHs03cm9FMXKYagdqOy9lPj7OTno5u+pttjLZ3Md7VjdrmpVjcT26WFVFjB9pGJ6oGJ7mlzSRn6KjIVVOVqaKkWEVmhYR9qQbic/XsylWyt1jHviw9uxK0bE2Usz1RQXyamp1Zag5maSksN1BepqSySENdkYGyczqqC03odG1E7xvj4cgc31m8yAO3z7N2Y4aVW1PEbvnZuB1mY36S9eUg60thVhaCrCwEeXBplqXFOabnozR7Agyfv0Z4cZVgbJlAdJnAUgxfZA3f8irjkVXGl9YIx2JMbaxyMbLG9NIak7F1pmNrTK2tEVxaxX9rU50VWo4SWIrQFrqMvm8Q79oybZMXGPNPMBG8yJUrl7m+sMjV6+sMB67QOTjNgOsCA+6r9I5cYsh3hQ5n578H/spqEWdyNWhUrXRbbdhbbVhMRpwOK06TlsEuA61GCzJlM3qtFYvGhE1voVZqplZiRtioo7bBjEVjRSU10KZvpUZgpEqgoq5eTFlpPelJtRw5KeBoqhi7sw+Pu5fRwR6y8zVkSj1kaofJUA2TrhwiReMiU+UmS+EhV+UhoVjP8RwFx0stJBUZSSqwkNUwTLlmkEqRg8Dcg0Qe+Cd+8OOf8uzPX+LVX/2KN//wJu+9/yc++vgDvvjrJtB//fXX36y/r3VD5PZN5tweHrgVoLejneM5BhJKW0gosHCmxIZY08elSwHaWjqwtQxRKu2hVj/M/pI24gqd7C+xcaiwmQP5ZvYXmTe75qXq2JGhYWuWhu0ZWuKTNOxIk7M3W8OeMjP35lk4UNLCiTILyVXd+P0Brl2Y4NpsgKvTIS5fmODKJS9XZ/1cP+/m8kyIS7PTXJ8Lc/lCmPOXJzBaOjiVr2V7lpwtmVJ25KnYlqUgPl3BjhwZO9MV7ExUsiVJxtZUOVuSZdyZJOTONBF3nxay45SYLcmN3JEm4O7EBvZkNbI9U8iWMyLuTpJyZ6qUu5Mk7MnTIGybQtR7HknXJEJHgEZbAIl1EqF5kjrrFHWtU9TZphB1z+HwLjFz4wEe+O6PefzJZ3n55V/yu9+9xicfv89XX33+r574E088icw0hEDvpUTpI62+h+z6IQplXvJVPnI1PjKMY2QYJ8i3BBH0XWU4tMbN+Yd5+EeP89wLL/LW79/ivb/8iS8+/xj+Dh3/7371IpcvXcBq7cbtHKEiV0NCtoSDydUcTRez43Qd247Xse1E7eYQlsP17D7UwM7jAvKqzZw4ISb+SB07jtaSd7aJzhItHbVywnVC+ssb6ShtorukiaHqJrKPV3HX/gokWQpaauWMNCgYq5FRfErAnsMC9h2tI+5QDXGHatAXSumvUTHWqCQgEuMXSOkTSPDUNjLc2MT8+QnmVheZit7H7OIC56NLhJYW8V66D333JLnSDvI13SQ3tnKo0MCZBgsNbSNodH0orW50Tj+KwTB1HR60rhDWiRmMgWms4xewTlzEGr5Ay8R5WoKzWMNz2MMXcI6dx+E5j2lsCmmvj/LuYTquXsM7v0j18BhpLQPk2j1kK/s5mq/nQI6eFGFv6QAAIABJREFUo3kG9mYbic9WohK3c8HdS3jYyXRPP7MjnUwPdODvH6Ct04tcM0p+vonkIi05mVpysrScSlFSc06PVWjCIdDTWatHXaTjUKqKveky9ibIuDdFye4UJXHJMuLOiNl1Skb8GQm7E6UkpqpQ1BhpERow1+uw1JrQ1BowVevpMNm4cWGYjdtuHpgP8sDtSe6/5SV2zc3i5UGi18Z4YP4Cq7dmWbzsZ+mam9vXRrh5ycXlKx76Z28g6xnFGgjTc+kaXRdnGbg0x+j5iwzPTtMzeYX+mWv0ztzA7JuhprUHkd6BzuDEZHKiaW1D227G7vfTNXeVjqk5umcu0n9xBnXvOFJLN8G5C4iMnfR7AvzkqWf5yVNP88RTz/DUk8/zzAvP8/MXX+b5F3/Bc889x8+eeYmf/vxlent7/wPVUyfibI4Wg8pOs86MRmlBKdfT3qqnq1lHW6sBmdJMdYMekUqLRWNAr1ZTVK+gqEZFRZWSwnI1OpkVjVyFXm4iM09ORp6UXuc0r730HJH7rvL97/2IH37/Qc5PDnFxZgi/q4OsYhXZci9ZahdZCheZ8mHSNR4yVV6ylR4KVB4Sa1pIlfWS1RIipyVIYcs01Y7L6Adu0CDr5srC9/nODx7niaee5eWXX+G137zG2++8yQcfvsvnn3/Ml19+zt+T2PuPtnDzBmGfl1n/IEPdA2SWtZJWbyWzpp2MQjvtfdMMuVyczBVyutDCwRIde/K07MowsSuvme1ZKnbmqNmapyauwMieNB07zirYkqrmnlQl96TJ2JKlIC7XQHyajq2pKnanaYnL0RCfriC1ugOPdxyFoQ2NqRuFsR2LbZDewW5abR1YWnswtPTQ6/LQ1TuI2d6FtKMLQZODlDIz+7KV7MpUsCdXzd5sLfvT1Rwt0HE4T0NCqZW8Rifp50wotSMMui8yELiGa+ImwcB9jPlvMRq6hct/nWh0jYXFCLNXIkxdiRC+tIwndJPgxQUu3dhg5ub93Io9zP3f/QFXbt+PyjJFo3WGutZp6ltmEHZMoRm4zEAoxlzkITZ++ChPPvkcr/7yV7z1+9/wySf/vnL3J08+icA8QlXzGCUGN5mNTrIEAxRKfOTIfeSqvGTrxsjRjVNkDtLkuEbHTIxr0Yf50SNP8uI/v8JzL77A2++8yWcf/YW/fvEZX331JV/9C+3H13z9n1A+P3/6UaqadBwt0nGsVMfRZPH/5Ow9g+OssrZd3gEnbCvnnNUtdUvdyjlLrZxTq5VaoZVa6lbOOUdLtmUF27LkjCM2JhobDNgYMGCSwWDCwDDMMEMcwgwTru8H857vvHOqzlfn7Kr7165dz5+9rtrP3mvdi5BIBY5uabiGFWDhkYulOAcLj1+BbOOSia0wBwu3LMJS1Uj9C7EQZ2PmkU1gQD7Z4cXkxxbSUVDObN8k+8Z3szq5yOHp/bSrupHFlJPuLSchPJ+G9EKqQgoRSvKwEmchcEzDWpCJpXsa8pgCcqIUVCblM5idT4tMQWpsLk3xhdRFZdPf3knj1AJd+/fQPTdNQ18v5c3d5Ci1xMlb8U6oQZJagzilFsfIEoSJhRy5dJ4P793jtTc+5MqNN7nzwSe8+8EnvPveR7z/7kfcvfcx79/7kLsffMydDz/m7t27fHjvfd7/4Ffdvfsud96+yxtvv8WNm8/ROjjN1RefBuBPX37JuSceZWrvChmqAbzkdUhz6vBMb0CYVoVVqIKs1Cq0ZdUUV9SiqdDQqqpFXVxJbWk96Yo6gjJUSOOLEYcV4Ombh7N3Dg5+BQiCFfiGyAkKkRPon4uXTx5WofnYhOVh7ZOPk08RTqJCbKV5mHplYOabj5U4H0uvAhwii5BGFiENLsA3vBCf4GJ8g4rwCykiWV7N5GQ3D+0b4tjiAH1aDYNdWmYmmxgZrmFitIvVPdMszU4wNdDBwlgHcyPtTPQ1MjvWxvj4KE2aJqp6hlHP7qZiZJr6yVkap3ahGhxDNT5L/cQ82uE5Ukv62G4dioGNP/7iGOIk0cR4xhDsEk5GcQUVg7uR902i6B9DOTJHeu0YyWX1NMzMkqxsZHjXPK++8QYv37rFK6/e5vbb73LrjXe5eecur955j9fefIuXbr/Ny7ffoLun+z/AnylHFKmiWqWlr0lDe3097bUa+pqaaasqp6dRi0Zdg6qkjpoqLbXKOhpVDSiKqiguVlNSpiYpp4YaVTNNda20t3RSUddBcW0zk5Mb/PGLj7hweoO7797idx/f5OTaLg6tLLC8Z4z4zAoilaNEFo4SXDBGYOEYwaXjhCsniKwYJ1I1RmByLQG5nYSqpgmtnSKuaY7snmXKu9bIKenh4LFneezaK9y8/QZ37r7Dbz/9hK++/sOvefz/lx3w///H3ZMnjjI3NcbF4/P0dHTgnVyHV4IWX1kjwbJGcpQDVNYPI44uJTqjHUl8A+LYBqThDUhCWhDK6hHIanCOqcEpphY7/zJsfcswDy3DLLgU09ASTENKMA+swDy4AqtQFU7h1ThFV+MmqyUos4WZub2sL86xtnsPS4sTLO2dZHnvDEt7Jti/d5z9izMcWB5ndWmalb2zHFiYpayyHc9oFbbSYkwCFJj7FmItLcTKW4F3upay3v08++J7vHrrDkOj8zx87gz//PsP/PTTd/zw47f89NO3/PXH7/n5h6/524/f8tP33/LzD9/z008/8ONP3/HNn7/ks88+5O13X+PSuUv89uNP+PTjD/nxh6959523KVIPkFo/SYpqksSyGZJVU+S1zFM7ssro3uMcPfcoTz59les3b3Dnvdt88uk9fvvph3z7zR/5xy8/c/npJ0kv7SChYojoki5Ck9VEJHUSktxLYFo3ITn9hKX3EZrVS4R8mAz1DOU9K0wtn2TlwAZ79x6gvqSB5648ydtv3ObzTz/g269+z1dffMpPP3zHP//+M3/76w//Phjw7z/BX8ftm89QVllPQKwK34gS3IJyiYhX4OidiFtwNvZu2dgIs7HySMfWNQ1L9wzMPdIxFqUQFF5GsE8hlqJMzN3SkXrnUFXaw9DwPK39Q7x77x3ufXyHj3//Ce+9/x5Xnz3NCzevMdDYhSI8j4rEHLSxGQRI0rB0S8NWkIG1cyqWzinkhRVQEptHZUI62tRMmiPl5EbK0cZlUxdTgDxXhX14AZLsKsLkdYQm1OHurSC/sApVRR1+cVV4J5QjlilxjilCFFnI6QsP89vPf8crr92hZ+5h1h5/lTOXX+b6G+/y7gcf8t4HH3Hn7kd88OFvuXvvHu9/+Kve++Bj7nxwj3c+/pi3PvqMtz/8hE9+/1tG5ua5+MR53r37Ad9+8wWvvXqDgaFZqhqmCMzX4FXZgLSkCb/CGmwCFCQnlqJR1VClrKaluoaWyioaS1Roy+vIyakmILoaYbAcoU8eTtIcbKU5WHrk4xNQQG50PnnxueRH5xEeKMdSnIO5ew4W0lxs/OVYSfMwFqZiIErHQJSFiTgTQ68MXH2ySQspIDe0gNyYInKi88mJzKE4rJDanDKGuxuZ7OuisLgGsUSOsqSO7uZ6GqqraWrQ0N3cSl97B00aNV1tzfS3dtKi1TLQpWV5uIO26lpKmgeoGJulpGOE6vYJavpmUbSMUdI/hnJ8nOrBceKyOthhFcFO60C83SKRScIJE0UQ6hpOYnYRadp+0uo7yWrvRtExRGJlLzFFdRR3jxCZ10BT/wgXH3+aRx9/lstP3+DJ529y9fqLPPPsdZ66epWHn3yGo+ce48zjF+nq7vrPE38+3pEV1BU30VTeQGFVLVVl1XQ2NNJbXU93vZqSshqSsyopkFejqa6lobyapKRyElMqSM6uIUMxTFnVOPllIwxOHODnbz7ny89u84ffvs6Z8yfp6xnj2vNX+e29N/nxm9/z849f8MVnr5JXWkhU+ShRBcNEFI8QWjpCWOEYEcXjhJZPEFYxgW+imsCsTiIqp4iumCKtYQZF1z5KepdILupg9fgTnH36Ga7eeJnX33qDu/fe57PPP+arr7/g2+++5Otv/sRf//ojv/zyE3/924/885//4F//+jv/+Md/O0H+699XQf/8NwD+8X8r7/8X+w8t0DfQx+J0BxU1tXjLavFJqMcnuYaAjDpik7QExFTjHJCFMECJY6QSx6hynCKVuASqsAsuwzZUiZOfEtvwMqyDizD3zsfcvwCLQAWWgQVY+hRg6ZOHpV8+FsEKbCKKsI0oxj5ESUh6Hb19QyjLWqmr6URT34amqYmWznbqG9uoV7egqdXQ1d6OVttEbW0L2rpW8gu0BEdW4hhYiE1wHmaiDEzcMnEJqyJVNcTekxf44acf+PrrL1g/usHSyiq3XnuNl26+xK3XX+Odd97m7p13uXvnNu++dYt333yNN996i1tvv8Or79zh3kcf8dNPP/H881dYnd/PV3/+M3/44xe8995bXHnmWVILm4lVdCJT9BCV3UtkXjeJlYPkN01Q3bvAxNIxDpw6y9mLZ7n23HVef/smt1+/wWe/vctPP33JpSceISKlmsDYKnxCyhH5FCD1VRIYVoN/nBbvxA6k8e14JTcTkNpFTNEwpcpJ6htHiArIxt8iiGSnAB7dOMRrt97g9x9/wNdffc7nn3/E9999xS9//ZGff/6BX/7+M//iH/zj73/l77/8DPyL5598jOFOLf3tzXTVN+IXnYnIX46dKJWoiDzM3eIwtk/G3FGGuUMSRq5J6LvI0HWOwC1QjjAgH0OXeAzsE3B2T6etdYiLT5xncnqMq89c4rlXLnPjlWs8e/0KGwcXeeqx41w8fZDwiCxywtNICUvBTZSIpVs8tm5J2AqScPRIICMoi6SILBKCs6iUZaKMyiIyKofiuEwqo/JITSrBISAfYZgc3xglUem1uPjLSc5XoSiqxzGwBM/UKrzi6jByTMFUGM+e9XVeeeMuN199i4P7zvDo+atcOPskD515jBMPXeTCpad55MlneOqZ57hx6xYv3nyNK9dvcv3VV7n1+m2uv/I6L752m1t33uTdD99natcuNk5ucO6Rp+gY3ktpbSer64e49PBlOgf3Ep6oRBJcgF1YEQ4RKoor+mir76KuvJb+pmbam9U0a+pobeqktr6Vyio11dpatC3NNLfXUV5TR5GqjsraBrQaNf39HYz2ttHZ3IRGo6ZB00JUeiEeEXkkKEpp7u2jpaWLZk07Xb2dtPe2MtIzyN7BMXaNDrJruJ/dw0PMj/ezPD3C6lwf60uDzE/86iI81NvF2tIoBxfmWJ4fY2l+lOW5UVYX+lmZH2N5boa94/3MT3azujjByUMTtDbWM7+nm8MnZllcHmdleYbV1Sn27h1kZWmMtYMzHDw4ytR4J/V1WlJzC8nIL6O4qIqKMhU1yjoamzupbmikvbmJ/ctjHD4yycBQL51tDRw+MM3wUDdd7RoOrsxy4sQiVTU1xKUoiUspQt1Yy0OndrGxf5ajB+c4fXyMrq72/7zjlyMJVlJSqqW2rpby2hpqK2vo1DSiraiiU6OlvqqeinINTapaqhQVNFXVoiqsp7aiikJ5HSEJzQRltOMZ30xewy6u3bzBM9cucPvVC5w6uUR/ez9XLj/Kp3du8Ol7L/D791/klZtnic4sJELeT2BaB/5pHfimthOS3kdwTj9+ef0E5vciCCnEPawSr4RGPGUNBKZ3EJozSGRWO/6yMupHVujfs4fJ5XWOnbnExUcucvHhc9y4cYXrL1/l2ecf4823XuHeB2/w7vu3+Px3H/LNn37Ll3/4iD/+4TO+//5PfPXNF/zwl6/48ccv+cv3X/LTX77mh+++4qfv/8DC5BBtNXUMtzaQmVuCMKYYYYwC58ginEMViELkiLwU+AdkEpNQjo0kAwtpDtZepdj6K7AJLsQusARbXwWWYXLMfXIx8czCQpiLhUce5j7ZmImzMPVJx9g3A1NJFhZBOVgFZ2Phl4t7RCFVqlbqqusoK26kqqIRVXkzFaoGqqq1qFRqyuuKqaqppLaiFpWqguqKKpJTS/AMKMDaJx37gAIqWyap1k6TVdJBlqqJuqZxLl48xf6VRYoqm0jKq+b4mUt88tH7vHf3DrtW12mZ3MfI4jpT+w5y+tHLvHP3fZ574VkuPfEET1y5yplLFzl++gxL66c4e/4cz79wlVsv3eDxJy8Ql1FBUFw14bJGQpMaCI6tIimrlcyqfioaeugd283C2hEOHlvm9LnTXHvhaa49/zg3X36at95+hdbOIfQsgzDRC0D/QS+MDQMw1PdH4BhFRno1GQVNpMg1ZJe3UaoeIjSwEKlxMF5G/vgZB+FqHkh2aAbTPT0cOLLBxYfPcPnKZa5eOcG9967zu3u3uXfnBn/4/C4//eULPnj/bU6cPcuzN57j/CPnObJ/irOHZji1Ps1ATzutja30dTYx1N1DW0cHw729TPa2M9TVwuTQIJ1aLf0tzUz1d7JrcpiRoT4GBjqZHxumRatGqVUTICvEK1FOUHoBaRly5KVllJUWszQ9yMlju1g7MMWhhW7W9gyxsTzHwd1jHJof4eiBBU7sneLwQg9H1mbp7Wjg8N4xzm3Mc/LgOA8fmeWh1WFOrU3y8PH9nDk8w4nVcc4d28O+2QU06mH6h5foG5mnrX+WuvoeNDVt5OWV0TM0zLkzR9m9coDBiTnmdy+yeGiVc5dO8dilk7z84uM8++wjPPbwUW6+cJGrz57n0UsPcfT4Xqanp9izdJCugWG0nV0MDI/T0tzA8uokN56/wuLSIUZGF1hcPcwzLz7Nm6/cJNM3DlVyCQ0NGgYmRnj4yEFeePQwl88ucv2xFV65so9Xrq7z1ovnuffqJW6/sMb1S9Ncf3Qv1x6d5PbzB/ng1RPcuXmSG1cWefX5g7x+7QC3rh3ixUvLNNYqkQRGIAmMJTQinny5nOa6ah45sos3nz/Gy1fXePGpA9y+fpzb1w9z4/Iqt6+f4u1XjvP69f28dHWR28+vc+vZo9y4vMyrz6zw0rUlblze4KWn9/Py5UM8e3GJi+cHeO6xPVw8NseppW6unJ3h0sk5Lp6YYG1ew0P7unny+DTnDg1zbLGP40udnN7fyamVHh7aO8iJxQ4OTjVw9uA4Jw/0cXJ1kCP7+ji3PsmZQ6McP9DP4kQ7h3Y3s7GniaX5Vmb7OhlvreL4/lZWFhrZO6Vl30QXe8abSI2JJ0AUibdHIPKcTJbn6pjuK2HvSCMrMyo62v8jqyc5NR/noFzis5REJsoJiCrCKyyPtAwVZUWVZGYo8I8uJii6mOjwImRxxeRll+AbkItLdAFugWW4+1diF6HEKaIYj9AKfOLKqWptZ2iin13T3VRVllDX2Ej/YBvjI210tagZGOpCnl5GdkE/JeopslV9BKU3IIppRSLrRJSqRZBRj7VfGnY+CjxDa/FKrCE0t4OgvF7iMprwDSmhrOcg2tG9tI+usHLkLMfOPMSB40d4/NpTXLt+lacuP87Nl57j7nu3eOvODT54/w1+/8VH/O6LD/n8s4/47vs/8/X3f+b7v3zN1999yl++/zM///gXvv3mK7775gtW983SUFlBTXkdiWmVCCMKEPnlI4kppalpiL6eHrSaLpbmJjl+YJ754Ql6OnuJSC7BSpqNk38uQr88HAIzsQ3Ow8mnAHtJMnaSTBwCcnD2zcFRkoEgJBc3WQHuAdn4hObiF6/AKzqfsKQKqtvbyM0tJjFDRVJOLXFZahSVA2iaZimv6aZA3UaddohmTR8lFWqKlPWUltSjKK0iIUtJfEYph08c4eRDpxkanaa6r5PqrgHW1zc4fHiNSq2W7LxS+rq6GBvtZmxgBHcfGffZBXKfYyT3u0biEFVATG49YXktqJqm2LV7jfHFg0xNLzEwsofpXXM8fP4oF0/v48T6CBv75zm4PM+Jo4c5srGLQ4u7uXjyKFcuneTpcwd47uopnr98hqce2c9TlzZ47caTvPjMKV5+4RTPPHmUkb5uhlraGGlsYbq1k8F6DX0aNStzI7xy/Shvv3Ke16+d5oNbj/DJO5c5vTLL8tAw65PjbOwa5sD+eY4e2MOpI4ss7Z9kaXWWPYtTHNsY4c4r57n36hM8dWY/D59Z56ETGzz22EWOnDjC6XOnefKZxzlz6iHee/UFPv/oMndvX+TZx9e499Y5nrmwwidvP85XH13mq3vP8dmbD/Pl3Sf59L2zfPDKST54+TRfvPcwn79zgbsvneR3d86ya6ILaUg6YbElBMeVEh5XQl5WOfvmZrh59QzXHl3hxpVl7t0+yu3n1njj+ZO8d+s07zx/jJce3+DWtWO8+NRezq93cPX8LFcvzXJqfy/n14e5em6Op8+Mc3xZw+Mn53nukT1cONrEw4eHeOzkJFcvLHHu0ChPPjTJpaODnFkf49zxMa5c2MXGTD/92jKWZrU01xSRnppIYkoy+YWZbOwd4OieNh49OcHDx0c4ttLGwxsjnFgd4dBsN7untKir0ulsqCI/LZHc9BQyUtMpyMpktEfL6lwvu8fbWJkaolFVQYs2n8WpTlrqC+hqkbM0VsP6Qgurs/UsTWpZn23h4HwNB+cbWJloYW2unSO7u1iZ17BnqJyFMQXzY+Xsn9WwvkvD+mwH+8e1LI81sDrRyr6JTmaHq2lT59OmUlJfVYSmsgi1ogB1oZzhlhJ2j9WyMKpieqiU2fFKpocLGOhWMDZQxtRAERM9RUz2FDE/UM5MXxljHcVMd1Uy2VbCWHMp420VTLVrGGuvoK8zn8n2MgZb5PRpixltqqZPW0p/o4KehnR6GvPoby6nX6ukW1tAd5OcnkY5ndpsOhoK6a0vp7WqiOZqOa3qfLrUBbSU5dNWXUpnVQltVQVolfloKvKIj4/HShCIxDeKpLhoKvJTqCvOpqY0n5IiOeXF+dSXlaKuVFCvUqAqVlAsT6NEkU5eQTbFpdm0tDT/T/BnZOQTn1THRPcoM51ttCjLaChW0a5soF5RSb2qlAZlFc1ldTSWVaPIy6WrppKK7BKi4hWEpJcQnlJBSGw5IamlxMVXEi6rQCavIFNRTUFRNalpOaTnlZJZWE1GbgmVynoGBkdo19azum+Vxx45zY0rj7C2bzfZ8moyCptJkzeQrqglJTeXtMxCsrJUpKSryJfXIy+oIT9XSVJyFsoqDTW1zdTVNzE03s/I7AhDU73sPjDJyqF5VvbNsbaxj3On1zhz8jCPXdjg+SsPcfWpw1y5tJ/rjx3j6fNrXLt0gGefWuW5J9a58cQGVy4t88ipBaaGtGhUJfS1q+lpr6Oxvoamiga6qqs4tdjPoZlazi93cOXIKE8dGebcwRbWFls4snuAiY5Gdg83sXtCze7hZuaGutgz3cOeUS2zPRpWJ/pYnehjYbCBw3v6OHVwnNVZDWuzjZxY6ubEYjfrs8Oc2hjg1FIXGwutbOxpp7+7jZmJWY6t7eP4+j42VvZxYnUvV84d4NKJYc4ebObi2gCPHZ3gkfURzqwOsz7Xy5E9nTx0oJHj+9s4vNTM4d3tHFvp4tT+Ic6s9HJwopHju7tZm2ymu76IhtpSWmtVaMqV1JQpqCzNp7qilC5NJXtHO6ipq2ZqoIVz+8d5dGOSSxtjPHm8l6dO9PP0ySkePTrA1XP9PH2qmUtH2njqVC9PnuzniWM9XDjUzakDHRzd3cORXZ2cWe7jwv5+zu/v4MLhZq6cG+PJI7M8ujHClYdGuHhgiIdX+rh2epynTrVz6UgvF1a6eexELxeP93Pp8CCPn+nlyH4tJ/b3cOlYP4+fHOLi2hjnVnp5/EQP5zbaeGhfB4+s93Lp8CCnlrpYHmlkqLmGXUOtLE20sDzWwd5hLT2aMo4sDnD+aBenD3QxOtjAgdlOpsdqOLjYxKmlXs4d6OLYUhsnloc5tdzJxkIHR+d7OLrYzvqeBg7N1HNyXxtrcw1MdVYw013NniENc301jLdWsntQxdp8PYsTNSzvqmN1qpF9oxr2jalZmaliaaSW3QO1zI7VsDhdxe4BJbuHaliaVLN3uI6FgWoWh9Ts7a1hpr2ShYFaFgbKmelTMttXwmxfHtN9Ssb7CpgezGVmWM7koJLZ7mrme+uY6q5mvLmaidYapjtrGWutYrRLzVhnBcNNhfRpC+lrUtLVUEx3vYLBlmJGWksZblYy1FbMREcFoy1ljLZXMdGtZqKrjqnueoZa6hhukzPSIqdbU0mvWsmgpoyOBgU9rYUMNpXTrS2jTV1MZ2MJPY0ltNcqaarPo6k6j+YaBc21CpqqFDRWZdFSk0t7YwqaykyqilIoL0qlujQfVWEWVcWZVCuzUZVloVSmUleZR1VpNjXKbLTKAtTl+VQX5qEsyKawKAtFQSoFuQnIs2QoMhPIz0xBnh2PPCOBnNRY0lMiSU2JIjUpnozEeFKS40iKl5EUF0N6YhxpsgSS4mQkxceSnCAjThZDTLyM2IR4ImKjiIqNISIyhqioaGRxEcRFhRMbFUFcZDQxYTLCQmMICg8hJDAcT/8IpP6h+ASE4h8Sik9ACL4BwfhJQwmQhuLlFYS3TwCOjr4YGHth5eSNo2cAziI/3NwDEYr8cPbwRujui4u7Dy5uXjgLfXF18cbexRMbVwnGDlKsXAPQaBv/J/irygtYX6jn+EI7J/Y2cWimnNXRWtan2zk2187BkTqOTLSyNtXAodkG1mbUHJlv5+RCF8d3tXFkbyMn9zVwYr6Kw9OVHJ1r5MSMlqMz9Rybb+DkLg1HphtYH1dzdK6RtakaBhrk2AncSEvN4NBMHeszNayNVXJkspZjkxqOzzRxeKKR9Sk1J+abODbXyOHZJtYmNByeauL4TAtrExoOjFezPqni2C4Nh3dVcnRXOccX1BydqeboVBWHZ3+dPzhZxdpkPevTtazPVHN4tpK1STX7x9SsjdaxMVLD0Uk1B0aq2T+qYm1CyepoEauDxRyZrmd9ppED49VszNZxfKGWE7saeGhWw8pIJXtw8FpaAAAgAElEQVQGClgeLOPAaB3L/VUsdJax0F/C+kwDJ6YbOTnbwPpcLeuTjRye0nJioY7ju2pZn6rj+C4txxc0HJ5t4MhsE8d2NXNkroIj89Uc2VXDxnQth6ebOTJXy6HZKvaPlXN4tpITs7Ucmazl0GQ1G9O1HJ9tZmOqicPTTRxfaGJtqpwDU1UcnKnlwHg5K6O1HBxvZGVExfJoBStj1ewdKWd5tILFkSr29NexOKxiYaCIxf4KFgYr2T1SzYHxBtYna1gdVbFvpIzl0VIODJdzcERFmyoTsdST9vpSzq52sqdXyVSHkon2cqbaK5noKGaoI5/RzgKmOpVMtOcz1aVgrlvFTFcJIx0KJrpKmOwsZ7KzmImOcibayhlrL2aks4TRlkIGG0ro15Yx0FTKUGMpwy1FjHTkMdxRwnBzBX2aAoZaSxltqWCouZzu5jyU+ZGo5Pn0q0sZ76hhrKOCqZZiJruKGOuQM9ZWwFhrKSPtRQy3ljHZqWZmQM1Yp5o+TTWDjdWMtpcw1pXHcEspA03l9GrLaKkupL44l6baUlprimiuy6e5NgtNZSH1qnwaqzJpqChCU15IQ3k+daW51BdlU1ckp66skJryAqor5NRUKlCV51FRnEVFUQqlBcmU5GaizM2itCCHwvx0CnNSUGRnkJGWQmZaClnpqWSlp5CVJiMnLQl5Rhq5qalkJCWTkZBIoiyG+LhYYuNkxCQkEJ0YR0JiBAnxYcTFRyKTBREXGU5ETAThslAiwmIIDY/DJzIYn8BAfAJCCQyIxNcnHF/fIAK8QvGTBiGR+iH0CsLFIwChZzBCSSgi70CE0kBEnkFIJYGIPHwQiHwQiHxxFfnhLPLBXuCPg8gLG3cplo6+WDp6YuUgxdLWBws7LyztPLFw8MTY0QMTFwnWDlLMbT0xtvNE39YDXSs3dKzc0TfzxMhcjKGVCFNLN/QMXNAxEbLDQsiDxm5sM3Jni7GQzUYubDMVsN1YgI6+gO1GLuwwEqBjKEDXRMh2IwEPGgt50NSVbcYCthkK2a7vzk59EbqGbugYC9lhJGa7oRubDITcr+fOZj0RWw3c2WrsyiYjEZsN3di0U8imne5s1ndhk5ELDxgI2KzvxiZ9AZv0XdmsL+ABPVd+o+PCb/RcuF9XwCYdIZu3C9mk48pv9Fy4T0fAfTuF/JeeC7/Rc+I3ui781w4h9+8QcP92Af+1XcB/7RDywHY3Nu0Q8oCOgC36LmzXc8DU0BNT80A267mwSdeFzbouv35T143Nei5s0XVli56QrbpubNURsEVfxP07XdlmIKa+Qfs/wV+syKalLg2NKpuGmly0tZloVOk01Raiqc1DU51KS42cptoMWqtzaayU01xdTEt1AdqKLOrLc6iryqa+LAN1SSa1ygzUFelUlyWhKsmgtjiPhrIcqouTqFSkUCVPJTk6EkNrD4K848lLSSY7JZmCrFQKspIozEsmPz2e3FQZuSky8tITkGckkZ8TR15GHHkp8eQmx5ORlkBqYiJpsmQyk5LJSkgiI1lGVmoMGakJpCYnkpmYRLosgbRkGSlJSaQnJpIuSyI1KZz4pESiYhOJiYolPi6WtJRoUhOjSYmPJl0WT2pUIunxyaTKEomOjiMiLobIhFhi46KJi40hLjqOuOg4IiPCiYiMIlYWR0xMJFGh4cREhZAUGUNURASR0RGERkcTGBqDT2AYweGRBAVHEhAcTlh4JCGhUYSERhEcFE6gXxj+/kEEBIYTHBxJQHAYAYHRhPjH4hsUipd/GAFBYfj5huLnF4Z/QDB+AcH4+Ibi4xuJn28kEp9Q3CXBuEv9EPv4IfH0RewZiJskAIGnNy4ePji7+iAU+eHm4YtIHICLuz8OboE4iL1wdvfCTuSDjcgbJ7E/ziJ/nEVe2DpJsHP2wUXoi8DNHzt7CYa2Xli4+OPsHoC9ix/WLt5YOPti5eSLlcAbC4EXtk5+2Dv4Ye/gjYOjNw6OXtjYe2Bl64m5lSemDmJM7NwxsRJj5STFVuCDtbMfNs7eWDn5YO3si5WDN5b2XtjZeWLnLMLaSYyNgwQrO08sHbywdpRi5uCJma3kV0BYCDEyF2FkJsbARoiRlRuGFiKMzTwwMfPA2MwTfTMPdK1F6Fi5oW/lzk4LD3aYuGNm64OFoxfmThIsHSSY23tjJ/QlJCAUGydPxP4xmNuIMbYXYmTtjqGNGD1zAYbmYoysxBhZu2Ni6omxmQeGZmJ2Grmz3dCNrcYubDUSsNVYyFZDIVsN3dliImC7mSs7DAVs1ROyzcSVrYaObNZ3ZaueO1v1Xdlq7PrrOhMB23Sd2abryvadLmzRdWbzzl8DfJOBEw/ou7Flpzub/w3DLQZCthoI2azvzhY9AZv0RNyv68YWPSFb9EVs0ndnq5Ebm43cuV/fDR09MVv0RWw2cmeriTtbjTzYZiRiq9F/Q1bEFj0Ptul5sNVQzFYDD7YaubHN0IPtJh48aCLiQSNPthp78aCxFzvMxOhYStEz9cHARoKpky+mtv6YO/hibOeJgaU3Zs7eWDr6YWDrx04Hb3Ts/dhhJsJR4Iu7RzCubqG4isMQ+0Zj4hCIODAVM+cIdtr6Y2IXjIMg7Nd57yjMnIMxdA3FxCkcQ8dgDBxDMHIJxsAhGH27IPRs/NG180XPzh99F3+MpD4YuYrQtxax09yTHWYSdpqLsXTyw9jSm+0mUh40lbDDRMJOUyk7zCVYOUixcw3ERhCJjVsEFi4hmNj6Y+UaiqVLCLoW/lgKInGTRCH0jMbJLQp7pzAsHMKwcAjByTEIN8cQvF1DCBQF4y0MRiLwJ8g1lCBXPwJEvgSL/BC5BGApjMTKNRobp0hsBZHYisKwFkdi7RGLjTAKG5dIbITRmLvFYSGUYSWIwloUh60wDmtRPI6SNFy80nEPikZVq6K9ve1/gj8qJoEtOs5s03Fhm4GQrYYCHjR0Zau++68ydmGrvoAtBu5sNRCwxUjINn1Xtuo6s1nPlc36QjYZCNik68omXVc26wp5QF/Af+1w4r4dTty33ZH7djhy33Z77nvQnvsetOW+rXY8qOOKh3MABnpObHrQkQd2urB5hzObdrhwv44TD+g58YCeK/frOvGAjiOb9F1/3ZgGIjYburNJX8QWQyFbDERs2uHOZl13HtB1ZbOugC16bmwxFLFFX8RWIy922nija+6Nrok/hlY+GFt7Y2rri5mtPyZWvhjZeGNs48U2EynbzDx50MSTzYZe3K8vZoehJ5t1RPxG340tBm5s1hXzgIGI3+h68ICeiM16vwbBgwYitupL2GzkyRYjd+7XF7HJ2J0tJmIeNHbnQVNPzGykmFh7YmgtRd9CyjZjN7boSdhm5M12Mw+MrQOxcQ5mp7mErSZSthiJ2WLowWZDKVuMJWw2lLDFQMp2Qy/0TX0wtvbCyMYXY2t/DCylGFlJMbb2xsjWHz1THx40lvCAoYT7dCXcr+fFNgsp+hZ+OAhC0bPwYauRP9tMvNlmJmW7mYStpn5sM/dlu4WU7WZebDfxYau5LzutvbF2DMHYJpAtRhK2GYl50FzCDgsfHjTxZqu+FF1TCeaOgZg5hmLhEIq5UzjmTqGY24dgah+OsXMUlqJY7L3jEPqnIw3LwS82n5DkIhKSlGRllCORxqJnJmW7mZSdBl48aCBlp5EXDvbB2AmCsHKNwtw5AQuXeEzd4rEQJWDuloCZMAFbrxQ8gzMJiMgnLllJem41eSUNKJSNyEtbKFC2U1rRiUrdTVPLIJ1dQ/T2DzIwMEh/7yC9PX10dvThKY1ip4EXOwx90THyYpuxBwZWXnhK4nDzCCEwpABdYx+2W/qiax2AoX0ATu4y9C0D2WkqYYepB9sNPdlp4skOMxEOrkE4uQTj7R5BmEcsjvaRiF1kCF1jCPSIwcktAgObSHxEcdi7xBDonYinIBIDh0gMnOIwdIzG0D4Sc4cIItzScbGPJ8gthfLwJII8Y7FxlpHhm0qiTxJRkkScXRIQusdgYx+HtUMcXm4J1ISnUhuZSF10Kp4OvuwwEaFj7o6+hQgjSw8cHH2Ij08iOlqGkZUHOuYSDIw9EHkGkZGVjCQgAV1pJuZ+uTjJipEqtLjl1eFT1IRPoQbf0ib8lM0EyDX4FDXjWdCIOE+LJK+evMpmGpu0rO+d5MkTkzyxMcHZ5QkOzw5xfG87Rxa6ySpvIlDZjl1YLsruaU4s76Zdq6FU3YRCVY28IhfbwEhqRxeIk/cQnaelf6yfs8dneeXKMd5+7izLS2sEq3rxbe7Cu6Ebr/JmQmo68Fa14ZpUgXVoGhZRgVhHhWIV7omjzB37SBcsvEToWYjRs5BgIRWTWuCHn68UHVMxJg4SHL0kOId74uzvTmCShKgUX4SRgdh4y7ARRWDpGo6lUySWzuGY2IRg4RSOvSAcO4cIzB3CMLUJw8gmEie3aEoiY6kNj6U6IpaUkFhKExKpjowhJTCM1pg41AlxZPgFkRaajpMkEffgfBy9U3GWJOIRmIpHYjEeEQV4eGfi7Z2Cb0gmHmGFuHpn4eAqw8YtBvfgLNxCsnANS0MUmE5QYiqXr+6hv/8/8vhj45IROAVgYy5Fz0CMvqkHhkZiDExEGBuK0DV2R89UiJGhAGMjEUZGIkz1xRgZiTEwFmNgLsbAXIShiTsGFiL0zT0xt/TG2yuU0JAIwoKiiQiNIiJCRnS0jOjoWGJi4oiLjsfFPQQbj0hshTKs3eOwkiRg65WGo38G9v7pOIZk4+ifjWtELlbSBHQtfNAxcUfHwp2dph7sNHFH10RKgDgWdVkN87P7WFk+wPG1o5w5cY7TZx/hwuNP89jV53ny6nWefOYGl69d57kXrvPyzRd57eaL3LpxnZsvPEOLphZTYynGxt4YWUjQMfHEySmYpPAEspIyKVWUkZVZjpUoDTtJDiKvbLz8svDxy8fdLx8n7yIcpApsvRVIQ/LIis8mLCQNa59szL1ycQ9ScebERZYXZ5kYGaOpuQkbt2ScpSXYumXj6ldA58gKTzzxKGEZJZiL8zGwCEXH2A0dMzE6Fh4Y2IowdfAgMCyU3Kxo+tvq6WltprWxknxlIkPdLQx2NdPaqiI5Q4EktBCvGCWR6aX4xZXg4CUnIqmah48dJjZRgaWXAptABdYB+dj55WMdoMDGvxihNA8nv1wsffOwlGTj7J/F5OQiKmUduubu6FqI0DH3RNfMEz0zD6ycfFFmpjDUraa+fYwSzTTKqinkdVPI66bJrZ4jW72LkvZF2qYPs3LkAo8+8Qwv3XqZ9z54jz9/9QX862+MDA1iaCJA10qCvqkHOsZijG080ZQoaKspJ71yEFnlBLKKcRLKp0ismCaxcobU6lnK+5YYXjzN8dOXefG5V/ngvY/40x//yE8/fMs/f/nfPv//p6EoUbLDyBMTcy/MTbwxsZZg7uxFdmImJclpJMuKCPPPQyBOx0KQhZVXFkl5HTh6ZKJv64uuuRt6Zr9Kx0xAUkISisREunILmc0tpTuxhJbkMtozSplILyXULx0zQRrlCYXUphcxUFjIYG4BQd6ZmHvkYi7OwkKYiYtLBvWRVTQkKBnIUrAgL2AoqwBttILR7EIGk+Rk+Gdj7ZqLjSAba0EWVi5ZhPhks1JYzHpRIevFJUQ5+7HTVICemTsG5h6Y2kjx8Q+gs6uKVnU5hmb/O7b8A6Jo0GYSmpKBiX8JlsFlCJMrCVa04CnX4FPQhk+xBq+iBsR59UhS6xEn1uAqUxKQ24hdYD6Kxh4mdk+xsjjGrtE+FAVlNLZVUacuRFEuJ6OkAM/oPOKSKnAPT6Pv4FFUVZ0IQjIQypKw8ItD10OKa5iMxuE5wjO1COOSiSpJpbyzEm1fJ6rmauTNasRFtQSpWwkuq8Y1IwFhVg7O8lJsZcmYBEdgFuiDeYgUs0BHHGJEOEd6YGTnhp6RCENnKbaRAgLTnBF4i9GxFWMp9UEULsErXkhgvDvuMg8EUc6Yh7qj6+6NoacfBiIfdK390TMJRt88CD0LP3St/DE0CWKHUQA6xkHomIfi5hpJY3wMzQnRNCUl4h0QQ0JQOOOKLBJiQikOjGGkKBW5LItw70ysXEMQxqVjLY7HxD4Me484xBEFePrmIJDGI/aPRRKchCgoHydxIsYWoeww9cNRmoirJANHYRTu4igkUWk8+sTy/xP8OekZdOZGo86JJsPWgywjKTlGHmRZicizk5Jv5kGugYj88GKSoksoFMVTEpeLMj4bVUI2quQMKtOzqUnKoDQsgXBpOqXx9YyNTTK/MMbC/DDL86Mc2DfF2uI0hxZ2cXh1kcWlKeJzOggvGCAib5jgrH6C84aJKBglSjlERNkIEZVTRFVMEd84j39aJbomTuiauqBnLEDPUMgOExcMzYS0FOVzYk8Pn374Pt9++xU//fwt/98asPyLygoFOoZiDM0lmJiJ0TcTER0WRU9tOSvj/Rw50E9pYS02IWUExFWzrKngWGsx822NhCUoEIdXIYgowyFAhVrTwquH2ri00IK6oYO8glZSUlsZHJqjpbOW4yt72Lenl5DUEmJyNLiE5eMWrCSjtI+ajn4ic8pxi1FgJgzG3lOMu58Tzl5OCIOcEIc4ERAnJjhbQFJlNHFlCcQU+hKQJya/QkZWeTx+2UFI02UEpedTrtZw6dwya/tmEHplE5bbxDNPnCMqVYGlpAhrn0KsA0uw9yvCOaAEx2AFDt4F2IUW4p9Zib1PLoKQQlbXj9Dc0IiOqRBdSzd0TT0wMBdjYiHB3SOEsbZyVna309K/QJV2Nyr1HkpbFihtWUDZvEhF617U/SuMzJ/gxKnHufrMi7zx9ut88tld/vz1F8DfeebZK9g4eLDTXIyuhYid5m7o2orw8wonMjKZqMI+osqGiSobIqZggtjiGRQtu6np30vH+AYLBx7m5IWnePbaC7xx+3U+/uRDvvzz7/nph+/5+y8/849//u3/0ILxX8zNTWFgJsHEToqptRfGtj6YOPiRkJRKcZqMorRiamSFRPhkYCRMx9Qnk9jsVjx88jG29GeniRu6JmJ0TdzRMRLiKgohJTKWhpRCGmWltCYoUccVUZ1RSEtKMb7CVAztU4gJL0SbWEZ9UiF1MiU+nnmYu2Vg7paGqSgNO5dUCmWVNOSX05GtpDu/grG8ImYUxUzK5SzkFpMXmIuXOAVP9xwkwgy8nNMRi7LICZJTEpJDXlgGQrsg9E3cMTX1wMTWA2M7KV7+gUwNq+lqqsDAWIiOkRBdQzcsbaTEhoXSkFpEVYKS0MACrKS5BCTU4xFbiqlvOtZBcpzCSzHyTcc5sw67lCpsYssRx6txDCwkqbyNkak9NA+NE1behW2+BruCMmwUZVgXqbEpVmNXVI99soLG0RFGVhYJ1/ThVN6KQNWEfUUjlinF1E9OsXj+ArK2aUyUWoxL1ZiUN2Gnasdb00tK9xhVk7tpGJugd2iYio5m5Fo1EflZCGLjsfQNwlLqhYGvENNgO4RxrnjEeGDq4I6xyB0jLxeswoQExIUicgvAwFaEkcgN6wABHnHOSBJcEcW6Yhtpj3WcGGMfV8y8JJgEeGLi64+BXRB6Fv+WVQj69kHomAWgZxXITrsQxC5RaGWJZEWHk5keQHpOHPlx0eypK6K9NJ/KUBm7SjPpKlERH5KKjSAEl4AcHCQyrAShmDtHIQjMwSkwDXPPcMyE4dh4xuIWlIe5oww9yyB0bHxwlMTj6pOGk1sszh7ReIWncPH8Hvr7/qOAKy8jg9YMf6rkMnzdQvC0jkZqG4XYPho3x1jcHWLxFqSgzOsixD8HlUxBT0UJHQV59BcW0Z2noF2hpKugAG1sCjL/LJYHZnlofS/rq7tYX53n8NIYw0Nqurpqae5QkV+RToU2l8BcBUE57fgXdRGY20FgRgfBOT2E5PQRktdPeNEQkaX9yOpGCc0pQ8fYCR1TV3SNXNE1dkXH2AV9MwESb18Sk1I5/fhlXnr9TW6/dYe7H3/MJ599whe//4w//+mP/OW7b/j5x+/45W+/Vmv+659/57+Nu3755UfKK+XombpjbOaJkbkH+naehEbEMtJSw0CziuKiCryD5DhHFuMTq2SysY5pdSGDVTU0l1QyoCplpLqCyoIqekfG2b8+w2Nn93P2+BwHF6c5tHeYPVPdNKlLObS0h6fO7Wd1TwcHd4+RU6KiqLCOyZ5m1E2ZZJcEEJkvwTfJHbsQJ5zjnJDK7HGOsMY50gnfGAFuMkfECc64RjhjE2CLub8tZn42iGSOmPs54BImwC3WE49oMWUN6TQ2pOMTF0FsvoanL50nNTYLL+8MZDFyCssaULU1o2qsICkhhsjoMEJlybSpB4gMykMQnsrujWmqaivRtXBjp60YQ2sxRuYSzC2liNwiaKmsYG6iG3XLBMW14+Rrx1FoJiism6SqdRea3j1oB/bSM3WQ+fVTnLz0FE9fu85Lt1/j7kdv88UfPubOO28icPNE59/w3GEiZouJO46OfqRmlBCl6Ca+YABZwRBRilFiFJNkls6gqJ9B2TJP88g+pheP8tCpR3j2mau8fvtl7n34Ll/8/jO++vpLvvvL17924/p/ced87umrWFt7YmzjjbmNN6Z2AVi4BCGTZVORmoU8ppRUvwx8vdPRdU/FQppFhrwV30AFxqZ+6JgI0TEWoWckQsdUSFB4OGX5uRSEl6KIVqKMLqY0qpCU0CJaMqpQJxWRFV3E/2LsPYPsyM4zzYjZ2QixgXK3bl1/b+ZNn9d778tXoVAFoOBR8L7hXQPoRsN7NIDyBTSabQE0Gra76UQjiX5kZlYSRVIjDSVRhjMjRxlKFJfSPPsD3NldamNCGfFFRkac/JfnOV++5/ves27ZJjb1bGV5YQOLsuuRzVEc6jBOdQSHuRhncARPYhmp6kqOrlzPhXXruLRmDZfXreXymlVcWL2OMytWc2LpMk6MjvLq0Go2plegasMowgJC0hCCshCPp4zDFsLui2AT4gi+BFGzzqoVY2SzVeY7g7R6QrTbgyxZNMjJvWOcGF7JyYXL6OrsRCwNkRveRHJ4K2LfJtRlB4hsPIa8cjPqgTOoB88j7zmFtP0wPXsvcuXeA3ZcnaLr0FUiL13Gd+wi/kOXkQ9cxrfrJMKuk4gvHkPY8hLFV66ROnYR4fBpfPtexbf7BJ7Nx/HsOEzw2Gn0Y2dQXrlC8uQ4A2enWXPzNi/NvsmFt+5z54OHPP3wPu9/9D4fPf6IOw/vMj5+h3NXpzh59jJbdh2ld3QN0WIBfzGMNSXjqkpYwxrWQJi2SJCOYoJ9R/ezYskq2p0hLHoIa1JHbkiodYNATUVsSGhdIq64iDVq0BYL0pFN4MwmadfztDpLtDoKWIQ8re4cbd4CdlcNTaiRSYVwZwPYS34WrChxZOkox8bW8vL2PZweGeH48CAv9g4zOtiHUM4jdfbj6c6j1DKI2Spm/yKU/qVItYVopQGCpSGChVG01CLU8hLkxmIi3asJd68m2FhFqrSaUmMZTx9f5eTJnwN/X98gIT3E6JIt7D1yjNW7trNs9Va6u1aTKK1FK60h2bmSSv961q7ayp0zh3hyfS8Pzu/g7vkXeevki7z+ynbeubCeiUNjLKwN88Frx/jozQN88vpmpi5t5OqJUZYuD1MZMSgtC5BYINEzapJaFiK1tIviutVUN+2juvQw9bEzdG26SOem89Q3XaR720V6d1yid+MJPEaBpjaVFqtBk12jxWbSbAnwC/NM+pfs4hv/8bv83ve+y5/92Z8+P3P3b/+KH/39X//Mi/0nz+2Z/+Wf/3+M2v4H79+bxe7UsbmTOLxR2oQMfrPExtWrOfnSbhYOb6Mw9CJS7nl2vmntS2zds5MV6/ZQWLCEQs8i+lYsZc3uLQysO8SNdx7zlc9/zJVrxzl15gJf/8oX+OYv/SJf+Oyn+cpXfpFvfP0X+dovf5qvf/mzfPTxE+4+nGPn4UGyC8PovTLmoER4SMWZV3A1Qhh1Ba0qINdNjC6VRLdCoV8m3asQ7VZwJP3YUwZqTUYqKihlCU/Rj9wVoW9Nmv4lfrbsL3F9+lVenzvFwZ0L2bKli40bS2zcXmbviUUcv7iW0TVJhlekeOXEFt6ZvsLxwxtYtDbPuevb2LqrTqig4w+HcMhR7GIcQUlhGlX2bNzAtUuvcuTYNXYcu8Lal6+w/tB1xg7fZO3+G2w+MsGa/ePse/kWV+fe5+6zz/HFr3yV3/r2b/MHf/z7/NUP/xvf/e7voAWSNNlDtNhCvNARJBArcfXVvZw7+TJ9Y+dYMHaZ/rEr9G28Qv/Ga/Svf43hbddZc2yKE5Pvcv/h5/jK13+d3/ndb/Gnf/wH/O0P/xs//fHf/ZtN2n75S7+EXw9j9yfxCWkko4CaLLFv83Z2Ll7Klr5VHFm0mgXZhbjNIeTYYjZuPEJ372Za3BnmOXSa7SZNVgOfkeDcgQ28tG4xu7vG2NWzhv39q9jduZp8dCljo+u4vH0zMwcPcfvgfo6sWcfqng2MdW5msLaWam4p9fhKYtFlGPHFOFOD+PM1unoyDAwm6B3JsGNVF6dWjXJ2dBmnly3jtT07ubxtC4d6lyEoPczXBpDEYcLCCJo0jOisYLVFsMoxXHIC0UyxeGQRl0/tIp4J0RYNYklE8CVMFi2rMDiaJVkfIJHtx9NZxz24mODmPYT3nUQ6cAZl7zmUXScJ7DmKf+txxE0vIW55CXHTAWJ7T5M7ewlp/0mUvWfQD51HOHQGaf9ZhH1nEV58GenQKcSDZ/AfuIR391lcO87g3Psytj3HcO8/jXj4MuGjV6idvM7IlSn2T9/m0u073LnzNrfeeoc7dx/w9tO7vHn/Hd57+ISZWw944+0nvHvvGfeefYp7j55w5+17TL9zl+tvvs6rl67w4rHTrNrxIo2RQdREBquaoFUNMN8I0rduJYOLBrAKEToCAdoiAdrSJh2xKFUakfMAACAASURBVGoxiTsRwlsxsEd02oJhWgMhWsNBLIUI7ckUFrmAPZjDEczgSKSwBsJYlSIOuYwnGcSdNZFqQYzOCN19KZYP5ahnutncXWXvggHysTKFRhJnKYijWMReDSL0mgjdMYyBBmZvL0pnJ3J3jkClH39tEXpXjVhvhuBQltySfkK1xaipPmLJfrLVBXz+Szf+tdSzaHgxS4cWMtS/jv27D3Hh9GHGrxxn7vpJHt66zDs3XubW+R2sWT3EqrXrOX/0OJcOHOTMkc2cfmUjrxzdxZljuzhyaDnrVi9icKDGuhVJGkMSxQGRcM2HmJRwpGSsCR+OlICv7CdY95DrF8ku9BPqFjAGDZIrGlS27aDx4iv07LxIz87L9G++zMCmqwzvvoZe6KPZqdBk17GIIaxGED1R4PjOnXz0+C2+//3v8cd/8nv84L/+Ef/wD3/HP//0x/yPf/nJz07h+l9fX/jcPeyigcufxacncGo56p1LOf3Sfg6+uI7BxUtILFiDWB2ls2c1k9u3M7N/G0c3rMVf70fsWo5vcCGxxWvRqzs5f/MD/u6HP2B24gp9S3Yz98HHfOObX+bXf/3X+NVf+zK/8Rtf4zd+/Wv8h1/7Gr/5W1/jjfdeY8XORahFDUdORqr70br8KFUZs2GidcqIVQl3TsabkTCzKsGKTLRbQa7pdERN7EkDV1nGkQ3hrZioPRpmX4DckElxSKF7RYBVW/MMLA9TWhomPhIitdiguEhn9YYCC1dnWbS2Qs/yGINjSXYcXcDwhjSdq4J0ro9SH5YpdQcIpSIo4TgeOYVoVlm/bCdP37rCjatn2X1ogm0HJ9iw/yZbDo6zZf91Nh6YYNnOc2w6dpMzM+/w7uNnfOmXv85v/+b/wR/+4X/mL//yL/jnn/6E7//h91CDMZocAdrsQea1m4z0L+HZnbOcffUofasvMLjxIn1bLtG75QoLNl1jeNNVlu28xo6X73Bx6hEPPvocX/var/Ktb/82f/JH3+OHf/4Dfvyjv/k3fQMAX/2VzyNqCRxSCmcohTeap2uwnyvH9rNx1RgrBlaxdtUW1qx8kaHRvSxZP8bWXceolsfwBIu4kmEsgkGzJ4g/lOLioTFOrh/k9PAKzoys5PSC1VxYvIHezGI8wUGEyDD9/WO8NLaVE1u2cfnIcS4eOMnh9Vs5NjbKxbF1HF21kkapjj2UwKIbtMYkmhQfrYaC2ghT7Y9wbPUyLq7dyOSVq1x+5RU2d48SiS0mX1xKODtEKNlLINuNVy9g8cfwZuJoxRhiNUB9aYzCoihaVcBT0GhWZTpyCcSefnzDo4S27EPd/BLiiy/j33sS4eBZvAdOIe09ibLrLOKeU6h7TiHveBV596v495xE2H0K96GTuPadxnvwFMLBswh7zyEeOIf3yGmEI2cQjp1DPXYJ3/5ziPvOob9yGenYBWInX6P34k3Grk6xf3ySizOTzH3yHT758AH3Ht/j7pMHPHr2iMdP3ufxs2ecuTzOynXbWbvpOoeOvs2CZdco1E9y9NJ7PPvcRzz98BGPP37MoyfPuPfoMW8+eMAb777Pzek7vHrhEtt37WPVxt30jmxi1c7tFHrytHgDNKsK1oCOJ2li0SM4kiGkQhCtEMIeC2GNRWnVI7SYJm3xCO3pCNZ8hI58hPaEiaOkY89ptOVMrJEwHjWMKxTDEU1hDSVwlcJkBgLkK0XW1rs4MtJHIBHCFjVoDRhYE1EcZR1XxY81Z+Ao5nEkonQkVJylIK5IHls6iyMdxRbScWYUAn0hjO40cq6AL9pJqNHDlesH/rVlw9YNq9m3bYzxmzPcunmDx3cu8frFXVw/todXdm9ndEUniXoAISfSt6yTT146yMypjdx97QB3rx1k+uwmbp3Zwa5NPSxYliFSE/HFPHjifvSCFyHjwZmU8eY1HAkBT0rGkTTQyzKZXpHKoEK8W0CqejB6BGLL4yRXVOjcvIeudTvoXbaChWM7Wbh1Pam+BJ50AGs4hDdr4K9oxBZk2Lyzl4OHFnL4wi4uTB9lz+mNzN5/g+/87m/ye7//Oz8z4vpfG7X94mfu4pFVvGoGJZBEDuTZv2MHb1w+wOund7N902I6V44yuG4xC7YsYNO6QTYuWEh/fYRQ9wjKkhGUxSP4OhfhTCxl1crjPP3MM67NXKd71QGOXH6Tz371s3zqS1/kwy98ltcfvMnUu3PsPnOUk1OXGdu1iaHVm6j1DOEvZXGUgtiSBu6ogSei4czoOLIyjoyOPRrBmwgilWV8RQVHVsWZ0nCmVWwZg/aYjjOn4K/4UTv9+CoSek1DLkuIORepAYnCwiDpwQyxwSixhsnoyi6yDZGRsQSpIQ1H3os37yFYEUgM6CQGAxT6AiQ6FeJdOpGuMGokiZLKsGP3Vp7dO81r5y6wd/8Euw6Ns+HwBLsOT7Js+zF6Vu8lsXgpa145waW5B7zzwRNeHT/Hr3zji0y+fZWnX3ifP/z+b/OffvurOA2FJleIFnuI+S6DZGkhr554kRd3H2Jg8wWGt11g4borDG2+wsjWKyzadpXl+26y+/gdrk485MHTz/ONr/8a3/nOt/j+H32Pv/6LH/Djf/jbfxP0/+5v/jvv3n8dTzSKw0wgp7JI+RxdPX3s3byRBUsWUKouoy3cj949RrB7gPSyJMWlVcxyHl8jTnSBiVBQEPIBtGySEweWcmrbIJtqS+gubaJc3czFY2fp7FxBuzKMJbCQeHKUZdk17Fq6ghvndnLkxQMEEhlKPXFOjK2kt1ylXZJoVXQsAR1rWKHJo9BumLjyOt6MwbGtI1xYu56ja9ezb/066iNVRlf1sWZVL8H+GEZvgGSfSrw3gi0XoSMeoiOhIxQ19IqCuxbG29eJb3AE5+g6vJsP4TlwBvHgVcR95xD2nUPYdxbvgTMI+87j33cO/4Ez+PefRTh0Ht+hMwhHziIeOoN44Azi4fOI+8/iP3gO8eB5hIPnEV46i+fYOTyHTiPsO43rwCnkwxeIHn2N7ldvsPHWG+ydm+Pc3G1mbr3FW/fe5oMnb/Ls0bs8+PApDz/9mIcfPeHhh4948tEHPHt8n0cfP+TIiWvUF2zixLn3+Oav/yaffPuLbN15i5fPv8ezxx/z4PF9Hj5+xPsfPeDepx/y5DMf8P7HD/jgw0fce3if1+/dZ/rWm1ydvM3Ja9d58eUTDK/YSLE+QLKSxkwHecEuYxFlhIiEO2viTSnY9TDN3hCtskF7KkFrNoElEcISM2gOm7SFg9jSQRx5HWfCIBJLkCqUcKWSCIUC9mKK9oKGr5akb6BGbzmFXddpDym0Bg1sqQT2pIkjr9MWCeEoRrFlVGwpBXchRosUxhoOYQ3HaZF1HDkVV1nDU9bxVcK4ygnEskn3igYHDh34/4J/yeKFLBldy3/+7h/w/T/6HX7lq5/jyN5XeHXNKtbXusllkgh5P858kJHRHFvHkgyuMNm6eZBjO0bZuinHmtUZFgynCFY03HkvHQkPzrAPo+RFKbgRij4CJYlgyYs3K2CNmMiZANl+iWSXn1Cnn0i3iFL2YM97UQYMYkuSBPp1jE4/tQUmfSMSXQv8+Isy3oKJXvYhlv14CyJC0Uug7MVsSEQHTMJlD11LCizZu4yp99/kJz/58b+a5P/44x/xT//0j/zkn37Mv/zLv/CZT7+HpCg4/BkEfx7FKLJj+wZev7yb9y8d5dTB/fQs3MyFU+c5vHszB1/axorBxZTry4n0jVBbM0xl0TLCw0txlwfI96xg/Y7ddC0eZXDZfm7eeJPb91/j7qM3+E+/8TVeuXCQpTtH6VrXhT4QRy0XCXYuYuGabfQv7ifWk6cjGKE9FKBNMGjXg3TEdRzpMI5kBCFl4i9JeMoRPAUNV0bCGlWxpsLYswE8VRNHRsOeVbHmFDwxGWdSwp3zEh2QqC0J0lgSJTcaJFaJUhtpIBcFYg0/SknAlpexVxWKgzESDZNYT4xQl0asS6LWZ9DVo5Ps0fFW/FSXRbhwZZTrF05w8Ng4uw6Os/PIJLsOX2fx3n0Mj21j+datrDlwgmOXZnnr6Ucs3baKdS+NUR3L0ru+ixPXjrDtwHpGVy0lU+mhwwjSKgZxqCmMTJpsz2r6N15l8dYrjKy9xsiGKwxvv8LItqss33ODva/e5sbMfZ4++QLf+No3+c63f4vv/9Hv85d/8QN++s//yB9871t89esf8Vvf/gY/+bkqnx/9/d9w/+Ec2w6uILe8gLtk4InH8SUyaMkMkXyK6mgP4WqMRHcNtW+AyOAoYiaLOy/jr0k48jKegoInJ+HMSrgzIkrdJD0cY8WKEhsWDhCqjaF1baSxfDNydgS7fxC7NkiyspC1XSvYO7qClWuKhAthmqMa7rLKypFeAnKCT7TLNHsMOqIqHdEALWEdW0rHlRYRKhpjq6tsX9rJggUxeocT6IMKUr+Gu6Bhzym4izqemB9fXkaoBvCmU7TF0ggLlyCs3oxv80GkXaeR919APngJad+F53LM3lMou88g7z6NsO8Mvv3n8O87j3//OYQDp/HvPYu07xzigbP4D5xF3H8O/8Hz+I6cQzh8Hv/Bi4iHLuI6ch7x0Bn8h88ReOkyhZdvsuDsFMvPX+b43G2mbr/DO+/d5f0H97n37D4Pnz7i0aPP8PjDj3n47DGPH3/Io4cPuffkEY+ePeHpsyc8efyERx/f5/jpywwt3szOl9/h7v0vcenK++x75Q6nLn6SZw8/x/uP3+eDZ+/zwUdv8vCjezz+6DEPHj3m0ZN7PHj2Hu989ikPnt7n3oNHvPv+28y9+waTr9/iws2bHDnxKlv3HmFk1RYKjX48egirKWINubCaUeZ7DZp9GtZwlI5kEmvApF0L0WaEaTVNrMkwHakIcsqkq69IJJsmUCsT7C/iyAax5kw6yiq+ziBtfpVmQccWMmkP67RpEVq0IJZknPZ4BHvOxBJVcJRN2mMBLFoISyiKNZSg3QziKRnY8xodeQOh6sdV0GiLGLizcfbu+7kGruFFw9RH1/D46af4+AsP+NVf+xW+/uXP8/7MSca6S3TWQwTrPsxOk4HhKN19GsURlcJIhGK/QX5QIdojEqpK2GJ+vEUBverBX/KgVb0oZQ9K0UO6LpDuEdCrAv60F29WQi0KeDI+jLqAUhSRa37Eoh9bXsFb8RPs9mNUJTwxL0pRptwnEsnJKIUg7piAVZWwmn4sIQNHzEDMS2h5ASWnEqmIBHqizD56l3/56f/zm//Tn/6YH/7wL/jlX/k0jx+/xed/8Rl//uc/4OOP3kE2dFSjiKhlMAJl9u1ewRsX93Bt1zZ2bdrIhtWbeXHlThYt3cjF86e4eeEV7r91izPnX+LlUwc4e/IiJ165yIGzVzhzbY47t+9x7cYsA4M7uXBhnDffnuadd+/wS198yp6XN9KR9mPLSjhLCq6EiT0ZxxjspzDYjVrK0KwE0WomWlzGl9UQKgqujE5H3MQW1/DkJbzlCHJOJ1QTUcoq7ryJLavhzJq48mH8ZQlv3INL1enQDdw5AbXsR63LmN0KyX6ZSMlk8fIu1IRAe0TBmwrgKWh4qiqFgQCRHhVbWsZb8hOsCgQ6/c8X2cEEencEf1WkuFhm9d5edpw6yZbjN9l+7BzrD+5i5d6NdK3ppLQsRWXNIIXVNdaf2EB1YT+ekh9P0YdcUskuqKNlMyxYvojqQB6xpGBLhJCzBoFCgGRXiZHVO1m0/jgjOy+xaOc1lmy5xvCWq4xuneToy7eZnnrIh88+y9e+9g2+/Z3f5k+//1/4+7/5Sz7+8GOS1SLeaJDRPev40d//8P+F/f/BxavnEIom7XERd0XGV1DxxZPIqTTuVAxHTCFSL6NW0kQ7aziCEboGl5Ju9NIejtLs02nTQ9hCBraQgisrIWRlpJiKUlUJLdSI9RlE+moo3Wnc9TALNyzi8omjxKv9JBbU6RspUR+skustIKQSWBIK7ryKI2hiderMd6g0O1XagwHawyEsIRNr2KA1bKA3VJauqDE0lCRW96CkNVwpGXeniaugouZDiJkMHakc9r4BhLXrUfYex7/3FNKBi0hHLiMevIB48ALSvgsoe8+j7ruEvO8iws9gLR46h3jwHPLBc0hHzuM/dAnv4XP4jlxAPHwB8aXLCEcu4j98Gf+Rq4iHLyMeu4j/xCW0o1dInRpn4YUZtly9zdHZd7ny1ltMv/MG0+++wd0P3+Xtp+9z9+kT3n/2iLvPHvLOowe89eQD3nr8MW988CFv3v2Q9+8+4K2H93jv2Xs8eHSPR0+e8vTD+xw/c4Glm7aSqhwmGD1ELHmQzoEznLryLo8+/Zj7H97j/odv8e6j93jw7C6Pnt7n7oP7vPPwPd5++hbvPXmX9x/f5e79xzx78hEfPf0Uj5894+4HH/DJNx8zffs+N2+9weXJ2xy9cIXVew+yYO0YgXKVZllnnqjRLOm0RaK0BIO0aAbz3TJNqkFbJEKbGcYa0tFSUbyhKEI+ibtg0h40aNVULGENZypMm2zQ7DFpU0xaA0Fe8PlpNQXmyRLzZRVr2sASMLDHIlh0DYsWoEXUsehh2mNh7BkFWyKMMxtALEkoFQVXOIySy7N3/89ZNgwOD9G5aA3v3X/Kw0e3eX3uCjdvnOTGxF6GBlMEyjJyTcBb0IiUY6QbJqk+Ga0h4isJmCUv6ZqXQF7ALHsJ1D0EG14CnQKRTh9m3Ysv6yZQ8pLqEYl1CiT7RSI9Ap6UgJxTUKp+hIJEbMgg2iUSKoqIKRFv0o9SUBHSIkJGRit4CGUE4jWddlNgnkOhyaUwz6XQLhmISRmzKNARkXHnFYyawd6z+/jeH/0u/+c//g1f/+oHXJk+zJPPvMfvf+87/Nmf/SE/+tHf88///FOePnqTcCLD0uVr0MJZVLPKrp1rGD+zjU3rl9K9bhmDKzfQvWgjqa61nDx7gQ/ffpeZW3fYcXwr/Rv62HFiE5sOrOO1W5O8fe8es7dmePnyy1RXbuXyxBxPPnqTT3/hAS+fWUducQRL9LkG6K7J+CoBnIUI9ryJKxelIxinVQkgpExCXQZqQ0ZtCPi7FBINL2JKwJ0zMGoyubpEpk8i3Suh1BQcqSAWNYQ1ZOLJKphViVBdRM6p+Csq9pSMPS/jLskIBRkjFWRRfzdSUKbNDCIm08gZHW/Zj78moXUr2FMSrrCCPS4gFn240zrRcpVYbxxHSUbvVYgMKQztXsHWo5fpXDtCdWWCwmiBxGAIb8lHZIFBapFObNhPbiRActBAq4t4ix5cRRVnLopdl/Dm/QhdCo6Shivvx12QESsysV6N4sI0/dsOMLDtNEs33GDNznE2vzTNmbO3uXX7Az71mU/z9a9+k29967f4wR9/j//6J9/n9sw4sVodrVKgc00ff/bfv/c/sf/Vr30KI5/Ak43gzZu40xodERFPPkSgEMKZUfDlJboWlch1hohUKlj8JjYhQps/gBhL0K4p2CMq7YaEPSgj5ERcMQOLHsKekPBWFaxBDU8oijMTwlEKM7Szxuc/e47a4DD+XIVgoQdHrECLEKAjEKcjo9EaVWjxaHikMK1ejXkuhWaPhkUL0x6J0CqZNPlV/DWd6uIE/YsTNIZkxISGxQjgyycJ99cJrFmHue0Aoe0nCO67gHnkAuqhc6j7zxPYcxFj93m0Xacwd72Kueck2r4TaPvPoR44hXzgJMbBU2gHX0V/8VXMXScx950hsPsi+r5zaAfOoh86h7b/LMr+c2j7zqIdPo926CLS2gO010dwVEfIDq+nsnCMdG2E0tAy+kdWMLBmHYvOnGblnn2sHr/O8olbrJ6aZv3cOBsmJ1k7N8mK2Vssn5thbG6cDTPjrJidYPncDKunxxm7OcO6qRlGzl+h99Xz9BybILXrEpGdF0ntvsK6yTfYcGecNbdnGZueZmxyirUzM6ybvsmayZusHL/J2OQk62amWDc3zZrX77Do0DH6F69m4fJ1LFi7ncHtLzFy6DijZ04xev4cQ+ev0nfqHMsuXWDZzWukDxwmsH0P4c0vYmzaTmjHHqLbdxNet4nQ1q0Et21FW70NZWwT5sadRDbsJLhhC8bmHQTWb8dcu4nw5i1Et23E2LyF4IbtGBs2YGzZTGDVesyV69BWrsdYsxFt/Qb0TTsIrNmCuW4D+rrNOLM9NPsCtJsm1lQIazyKPW7iSgXwFcK4Mzpdi4c5ePDn3DkHRgYoL6xxdfo13nnnKlt29NO3psqeA2uI5DWc2edar7dkIJeC6HUdd9ZPR1TAnvJjlH1kunxEagJSwYc368WXdmGUPKT6RJS8B2/KQ7vuxZ9woZR9xHtEsn0CWtpLpVshWfJS75Ep9/gJNgTCdYFYQcIZ8+PIq5gViXBNRKuKRHMSnb0aZsbHfKdEs0vFLmu0qyb2kImQUvAEFWwZHXdRQeiKsvHVF3nl+i6WbCxjJMNkhxqM7V3B73z3P/5PADx+/w5uNYgUKSPoBTyBGi9u28iNkxvYsm4ZyzeuZt2GNaxYu5ZE9yIWbh5j5dZljK5awdKNvXjyAs1ZL8GBMPvP7OTYpZ0sWFdEq4kYQwVWH9pEflGMyFAMuUfHVfI9l2YSATqKCraCgiUdoCNvYI0FcWVy+LIRLLKKI2Ug1Ex8WQlXRiNalbFFVezpEEpBQC8ZaA2VWJeCVNOxJxU6dB27bGAxDGyRAO60ilQVMRsaQk7BkfbhKuhYwzo2I8GCkYW4JBmrGsYZyCBmkug9BlKnjFAw8CZitGsmtoiCO+3HnVZwRQP4shKBTj/xbolQr0h2eYa+NcsJNzJ4il7cZR9GRUYtSmh1P5EBieiARLpXpLZYI7NAwZmTaJIU2r1RbIEIroyOs6jhrOjYshKOiIyYjWEUdcyiTnBBie71o6zc8hLr915l29FrHD53jVdfm+XOnbt86unH/NrXv8wf/Jdv881vfpmJ2Yuku2tE+4ukh4tsPr6ZPedfYsPBnaQHyrTJGm1KAG8tgCur0CLqtIU1bJkgrqSGUQzSM9xLOOsn2qjiTQZoFoLMd2m44gbeoohQlZHqMnLGxBYzkWomnpSKK67QkQgwX/Qzz6XRroUQG1GMbpMtB/uI9JUR0mX0dB/tSop2OUirYNAR1bCYCq2CSZtk0uxSaRI05jtkWuUA1miUVtmgVTFpz4TxZGLEO2MkunWEoo5QSqHmaoRri1A7l+PpWoK3PoqvugShugihvhB3eQhPfgnezEK8lSE8pSE8xSE8+SEcmUEcxQEcxQU4csPYcguxpxbiSg7hTfXhzg7iSPfjSQ7jSQ/jTg7hzC3EkR7Enh/CnummRUzzCav5vEO9PcD/ZjH5360m/75D59+1yyhrN5F77Rqpo69Qm7xJaWqG+tQ4XdPjlK9PUp2ZpDI3RXl6iu7pKTonxylP3KAyOUFlapLSzQnKUzeozc3QmLtN9xuTDHxyksE3pmjMjVOenqB2c5LG5AyNyXHKk69RnhynPDFOaWKK6o1ZiuNTFKduUJ2ZIH/pOk1mnn9nUfgFNYulaxTb8DqcK7bi2bEX5cQJ0leukL92icDxY8ReOUn/3G263pij+87rdN+eex63btF7a5b67BSN2Vnqc6/TdXuGxvQt+mbv0D03R9etO3TP3aJ7Zpb63ByN12epTb9Oz9wtuu/M0bh1i/65N+iZfJ3ardepzd2menuW2uw0tVt3qM++QWPuDqXL1/APjdFmpGgNG1jDEZwpA6Gi4i6GaTUDiOnCvzZp6x3uI9olUFkQItQbwldVUGrPn42YgZRSEAtelKpKtCbhzgt0xH1IZQGtLBCo+5ALHqwBD+6oB1fMjS0g4skIBKse5JyHUE3AFXBjCftw5H3oNR/RfolQw0ei7iNe8ZEsScRzEmLKjSvnxxNTcKRMPCUNpSbjTnpxZ2UCFYP4gIkj4KXFr9MiyjhNA3cxgLes0JGU0Tr9qD0SoQEFrduPq+jBXfAidyfRsmnm+QQcWZPRA2u59WSWv/77v+IXP76LT1RwenOI/hJCqMrOrdsYP/kiF/eu5tz21VzYO8auFX2UuusIFRmhquJIBvDndTxVlfaUjFH0Y1Z9ZFfE8ddFHFkfrqKEtejHnvFhS/ppCgk0xXTaoj/brIuZdCRM2hMB2pMmrnQEo1bDZYRoUXTsIQ0x5yfULRPs0xBLEtaogjOtY0tJtAUCWGMBvKXndf2hih+7qtIuRHBHUrTrOk1yCGdexZ6QaBVUnBETZ8aPNSFhz0bp6u3G5zWxKRE6oil8uSR6ZxC9HiXVVSZTq5MolXEYKu2ahi0bwFuUMep+8l0iiR4Jf1VBrYQI9sdxJiO0BnVaowodhozDlJ5HVkEomPjyMmJORC6LdGgSTR0adl/iOfhkE2sohKOs4q748eVVpJyBVjIQUgl8DZPwQp3KqjSLtx9k/d5xXjwzybXpezx++JRf/Q9f4bd+41c58Moh8ovrdCRFWpUA9lAcWzSMoyzjLvqwJD24EjIWUac9FMWRS+DvKmPRIzR7VazBGK2SjjOcoFzvIpIKIoWKSHmDDlOkza1hMww6NJV2fwh7XMebEPGmFbxZCSEr4QqquMIxrEGT+R4da8BA79QRCypiVaYjq+NI5fCmajQ5Athjcdokk1bVoM0IYDciWEUNiy9Imxqk2WPQ4lWwymG8qQAdIRVryMQVi9Kh52g3E9giITyFPL5SBlu8QkeojsVfwKb3YDf6sER6aY100xas02Z20aLlaY9105HowRLtpyPcRZtQpkPtpS3UTWu4F2uoh/ZQD3ZzAKtUozXcoFmrYQkO0q710WH00hHqp1XKM98Z5Rc6IvyCLcYLrhgvuKJ8whn7WSR4wRnAWLyC6q0ZOqdvU7h+nfr0dbqnpqnNTFGfmaJzdpqumXH6Zu7QNTVHY2aC7tnrdE1P0Dk5S2NqjvrUOPXp1yjPjVOZmaJxa4LG7ZvUZ8dpTF+nOnXj+djxCTqnpmhM2n/tjAAAIABJREFUT9KYmKQ+dZPGxBSdkxM0pqeoT1+na2IasTHKJxxRmqLdOAfG8K/Yjn/ZdpSth1H3HiZ28gzZi1eoT01Sn7lF/MIVYsdP0Ji4Qf3WOLWZK9RnblCbmqI6cZP65A1KU+M0ZqepT0xSm75ObWKcxs1ZqpPTVKdmno+dmqY8NU15Ypza1DTlmQlKsxNUJmbpHb9F59QElZkZSrPTlKcnKE1PUJ6eojYzTc/cNN1zr5M4fAJbuUFrJIwzo+AIB7BHTVxBjQ4xzp69P6fx9wz14S0JyAUHnoIbe8qPPaki5DzoZQG1KuHMKnjLIeSCF2/RjzXuRSx40Os+pKKXDs1Di9+LP+8lUHCjpgScIS+usAt7zINQERCSbmwhL0rZS6hbxGj48Bd9+GI+xLSOLy3jS6m44iqOtERHxMCXyWAUdMyaH19SxJVWMaoK+UUBbKZCq6iiJvxoCQmhoqI0BHx5L3qnD73Th9nwoZTcyGUXUsmNWBbx1A3ak360ukJ4MErv5h4efuEeU6+fQE4LOGIZvKEcYjbCyPoGBw8PcvHlHiaPjTLx0lK2raxQqiRxGCreeAB7KkKTJNNmGrQHNWwhmTbDjyMWxhLRaTUCdKTDCKUgQjqAUJSRcwL2kIE1aNAkqDSLCpZAkI6QSbup4auGUKoStpCON2ugNSSEooK/olJbqhPqFhEzMg4zQLtmYAkGsCVDyFWZUEMk3fATzEdoD4Xw5oLYghqesImSkggV/AhxCWvYINpbJjpYQClkGB0cQIpE6DDCOONRlFSA2GASoyuHLxUm0hMk2Ehj1w2sholU1NGLKkZdItbpx6gKWGMKbYZBcqCAnMrRLKo0iSbzBJ1mSaVVMrDFDGxRnRbteUbbEVBoEWTafCoWb5Bmh0aLx6BdDeEtRJCLQTrCGs6MgpxSsGVknBkZtSAT6pfoWlNlwfo15JYNcfP2G3zx4y/y1W9+iY27tvLvW+28IInYCwFskSitfp1mt45UDFBcphPtV8gPKcQ7Nayh59qq1YjT5FBo7lBoM2LMc0o4xTj1Ro14PodVDuLKhvDkJKyyjCdp4k6o2DQFi8fAk1RRK37aDAVX3sSVCqKWTTzJAGIkhZnL4Yr78WQF/L0mzZpGi8fEHizR5FBxhyM4zBAtnv872w9ikwO0CAZNokmLW6VDMrHKUezRAPasTkfEh1CWcSWDtMgB2rUgjnQOua+BLVWnRS5g07uwx3uxRuq0B6rYg/20qz1YlDKOaA/OeD+2ZC+tiUHaAhU6zDKWUANLtEablKIjUKEj2kO7XMVm1rFEu2nVKrQrVRyxXmzJHtq0Ek2+KC84Q7zgiPMJR5wXnFFecEaY54wwzxnlF+xhXKlOBq5foz43S2NyjsKVy9QmrtGYmqY2e5PG1ASdszdpzE3RNzVH7+wUtZmbVGYnqc9MUp2aojI9RX1qhtrkBJ1z0zRm5qhNTVCfnaI+fYv69AyNqQka0+NUbtyiMjNN9dZr9ExNUZ+6SXHyJo3JCbonpmjMTBPZ+iLzxBjNiW6sXYvxLtuEd8U2pLW7UHceRjnwEslzF0hcukx1eor6rdep375N4swloi+fonLzNTqnJuicmKQxNUl1eoba5AyN6euUJ2+QH79JcfIGlbkbdE5M0nlzlvLULNWpSerTE9SmpqlMTFIan6A8PUl1coLq1BTVmXGqU+NUpqapT05Tm7pBaXqc0szPFsmJWbpnZum7fYf8qXGUJWuxxwO0S2E6zBDuaIgOX/hfg79vYS+etISaDuBKSrjifppkhTZNRij48OQFfCUZsSojVXw4UwL2uECr5KRdd9Pic9Hk9WINinSE3XhyIr6sF1vEhS3kwZP24s0J6GUf9qgbT9lPrN9PqFPAqflwRTX8OR9myYeQlpHLBu6EiD0ZwJkOYIsLSF1+tJKII+jDHZcJ9WioGQl32E+kUyeYF7AEPLSqHlwZH/6iB7Hqw5X0YAv7ccZFfDkvtryXjpKX9pwPs1smMhimZ0ORVXsrRLsk3CUfrqKCu+DHX/ag9grkFyls2hhm/foQh7ZU2bK6QjKfYJ5NpsmhYgmZWMIBmgSdJlFjvqgyX5RokkyaDZMWOUBbJIJND2Azg7grCpF+P9FukUi3jEURaFY12qIB7PHnjSGOgoYrr9CqaFhUHbGhY1QMbCGVeL9OqCEiJiSavRqtSoA2zcASNXEXZcSKSqRcIppt4ErGcRVUfBmJzv4Ay5aqbFqhsGa5wqJ+nd2b+xleMUikWGPN6AhyKEFHIok/HqfckyC7OIgrI2MNybiKMta4Qouk0yqrOGQZh6LjSCn4ixKhThN/RccbkWg3dVpEjWaXRJNLZb5HolnVsJgmjphGR0yhxdBoCxk0u1Rsuoo9JeIKKbSJCq2CQZto4o4F0Msmcj6ENxqnTVRp0xQcKQN7TMObVon0y7hSPtqTfsaO7+K9e+/w8smjuFMJmmWVZkmnIxKhTYswzy4z36VgCwXROzXkkoC/LBHqFjDTCm0OlRcsfua1yzR7ddoCGk1ekTY1QGVhH9FqhmbBoEUOYIvGkYIxjHKJjpiOIxrGohqIBYV2Q6DJr2A1ZOymilZRcYdlPIEwclLHV9bwVlSMbpVml4f5VgmLkmG+XWF+h0KTQ2O+U6XJrjLfqjDfodJkl7AYKraEgicew6mFsYafb7p3pHWsuRCWSJh5ToNWOYAjm0YoV+mI12nx53FFF+JML8Si1mlxhmmX41j0TtqcWayeJDazgDUygCUySLNawRbrpj21EIvaoNki09IhYVEqtPqLOOQcHcE6rWaRFk8Yi9+kTUszz5ngFxxx5rnjzPOEn9/dMeY548xzxXnBE2WeN0Fp/2G635ikceM62fGrFC+8RmV8msLMNOXZWeqTt6hOTlOZmqE+dZvK5G0qs7epzExTm56iPDlHfmaWwuQtclOzlKbnyM/eJjszR3FqjvrM65SnZihNzFCYmKEyc5va7CSV6QlyUzPkZ6cpTk9RmpyhPj1H8cwl2uI1muM12rtGcC5YiW/pdlyrNqHuPYRy4Aj6keNkLr1G8uJVOmenqd2eofrGNPU33iJ4ZZzQyycpT0xQmpymOD5OZXaG4vQtytNTlKYnKM2MU5qcpjw5Q3VmlvL0NOW5ccpzU9Rmp2hMT1OemSU3OUFpdorK5DSluRnyc9MUZm5TmJijPjlHdXyK8tQ0pdlZSrO3KE/dojI1R/XWLPXbszSmZzHG9tMSTNMeCDLPq9DmMf41+AeGexDTAeLpAu6QhCfio02RaVYknEWZ9pCIPeDHFRNw5r04YgKOqAer7mGeR6DZ5addFWiV3DgCHpxhGYsp4kmJKAUvet6NmnZjVL0YdR9K1YdS85EekAiVfBgFEXfKgz3oxZPUULo0zIKXVJeKkPDjy4h4y37ceQG57CPYLRHt9BGpC7gTImJew5v30Rb00KR6sSRF3FkvrqwHS1ygVRVokWRaFIGOlB9n0Yuv7EWtC7gzTlozHmxFD96iG6HgxZ71Ykv78BRE5KIPo1MgPiRTGpRZsiLGwNIMdlOnya7QJgZoUxTaAsbzWl5NolX00yYb2MJhLEGJTzhF5jlVWkUTdzaKN62glvwEGzLBLol2Q3j+bsCgVVWxhINYYibtepBml8Y8u4InLWPWTdp1FUssglKQCBW8tIsSrV4dZ1KjIybiLqiIFYlgPYwWj9Cu+cn3yQwM+ens9rJo2E9/l4exEYntgzKbekQWlXSqyRBLhtKI4SC+cgNPOEW1q0CkHMQR8tMe8iOVVFxpkyZBpsmuYnEGsGkhLEGT9rgff86PWJRJdwfwRBWanArzbSrz7QpNbo1Wn4nL1PHnFTwFP77i89LHNlOj2aNjiZr4EmE6EgbNsorFazzfNE0FCPQE8CdCfMLrZ55Tw5UJ4czpWAM69qRBe9SPNazgrKlsfHUdu/bvxSqb2JMZLKEQzaLB/A4/89sVmn0BWjWDJsGPO+HHFhNwlPxo3RJWScaiKLT7FVocOo6YiSun4C3rJColkuU0zkCB1g6D+RaJgFEgHanQ6pZxCQFssoC3ICPVVfxZGV9OIVhV8SU02gMm/lwYo/Rc7nKUdTpKJvPsAs1uhVaXSYcYpsmpMt/mZ57NzzyrzLx2mfntMlanQYdh0mIoNMsKrR6VNlGjLRSiNR6lLRLGHUsgxEq4Yln0rirObJqOaJ02rYizuIz23GIsao0mi0iTzU+b3kmzK8n8Vj8tvhiW0ACWaD9NehVrbAGW5AjNco35FpH5LTb+L7beK9iW9DzPK9sq0XP2Sr1yh79zXL1yjnutnePZ+8Q5YU7OOU3CDDCDwQAzyCQBAsOASIGQCIIABBKiJYqkzQtJRVmyVJRKYlFVdpXLVtlWSZe+8cXjiw3fgL74qvqq+6rf7/uft7+3JW9C0p6QSJdJ5m2yzoyMUiWdNclobZJG/6jUHmnRJyX6pPQ+KbNL0uxS9rpMJmtMLpyhf/k09TNjGnd2GF29wPTmdWZXb7B8/Rbzy7cZXb/B4MpNRhdvM71wh8WlWyxfu8bo0i2G5+8yfuUOw8u3GV69zeTSVXpXrzG8eovh1etMr11ndO0WrZt3aV65y+DWHYbX7zG88pDelZu0bt6jf/MBwxv3ic/dpNw6wmxpo4FktcnaXXLugGzUp9yYUe4s0KZbBKdeoXbmIss3HrD29CFrH3uNk+9/yNYH77P/zjtsP3vByVffZOX6Y4bX7zG9f5/J7af0bz1lcO8hw5uPGdx4Svf2Q3q379O/85D+nad0bz+jfvcpjfvPad1/TPfOI7r3ntF58Jzeo2e0Hj6n/vBV6g+eUnvwiPbt+3RvPqZ19xndh0/pPHxK6/FjGg/u0374gs7N1wnXzxJ0p5SMOnnj/2fiPzixhTt2iRcewcjE6xmImk25amKNLfKugWS5yKFNLtbJuYJ8pJMNBBnXIGN5pB2LJWGR8yyKoUHWdrAaJvW5hj9UKdcEpY6FORLUV498gcamiTMTxCsa8bJAclSUtklvN2S2YzPatGivOjRWbUTfpjQL0acG/uKoCRVjB7nt4a5FaB2dQkUh3zEo1FXkkUBpyWRDnZShkjQM8lUXuWeizSxKHUGuKlD7OpnAJN000OY65rJOYWRRGNkoIx1nouGvm0TbNqMtl5MnKxyeGmLFMYmSg+RUyIYBhYpNIaqgTByUjkDSddKWj1RzSOkeaS0ibVbJx22ybkSx6aFENlbLJOfZpMwq+bhC0nJJmQEZzUMOYrKeRc5zKVU8WnshrS2XcjVCbfq4AxOtZSEqAUrHozRwUYcR5aHF4ESHx49eYWV9SLWrMplozFYEOzs6q2saB/smp+Ym5+Y+m2OftYHNtbM1+sMGuttGsWL0RoOc7pOLIgrtAHfSQKm3SGge2bJ/lG/vx6Rtn3wtQO/7WIs28XKVQiUkIXs/Fy6XpbJHQvbIah5yM6DUdlFGAXLXIV/3yMYB2SBG6bTQZj5SfIQ51GoLo1dD7oUonTZl10fxqliTGvrIIxd4pM0KOb9GxqygTqtUTnSpr25gVfuUux1y7RbZOKIQOqTko1NaquiTLHtkbJts1aPcN7FXDUpVF6UfIQYuiaKLZFUoVI7M7bX9FYLVGKfVIS07LBUcMgWPXtTCiSvU1mJmJyrYyy7d/YDamo257GIPI7SWR9rwEVGA0/FJey7aKMRbCcmYFtkgJl+NKccNCkYdqRyRKljkRHhUcpWcViWtBhxTXY4pLmnZI2u3yLh1Cq0Wot2gebDN+pUHNNbOY7cXtA4OMfo7JESfrNtDqi2TdhYkcg4pOUBy10hqbRJ5j7TaIx9tIzV2yERzCo3jZDsnybirJLM2iUwZyRmTNiYkMgqpnE1GHZPNheQll7zkUsjaFLI2uaxNNmuRy9oUMjYlySab1QmKLpfbAesbJls9wXSk0NsS7O2ZXBm53KtY3AltHkQ6TyKbB7HLvdjmbtPkri94EJk8iC0ehBaPA4uHgcnDisXD0ORBYHFLl7lvGTywbR54Fncii5uew/3Q5rZncsuzuWaXueZp3AxsVoRFPqtSSGpoGQ0tpaKnDIyUjkgJtLTAymjEkmCcF2zpgnOuy03X5HHV4vVxhU/NRnx61uJLixpf22jxjc0abzVd7roOtzydG47JzTDgZsXlfsXlXsXnduRwr+JyN/K56TvctC1uBiE3Kz63KgHXaz7X46O6Wfe5XrG57LtcrXtcrTtcizyuBT7Xo4Ab9ZBbjZBr7YBXIptLgc/lWsStZoMbzRr7rQbusMeT578g/PsntginGvGKznjTZrYwqDYFamhQbthIpiBjueTrNrmWSb6hkws10oZFSthHpQsSqklCNUgJnbxrINcE/kIg2iqZwCQZWJSHNs11g/6uSbwqMIcalTWD1pqONRCoY5fmpsvGQUB9qtPZMGksTLyRjbMSYq+7GDMXb25j9m0kRyBFOtnYpODL5KqCQsdEGWoUY4VyXSNfUUhXVHJ9E21oUIxVUp7Bki5IKgYJ1aLo6ig9ndLUptA2KPZssjUbdaRjTVXMFQNnzcVfs6lve+hVj2TJJZFzSBQdMm6I5PpIsYc2MdEnGvm6Q77hkKm4pNwKaStEjSLktkNpaFMMBUY9wOw65OyjBiHVmkhBBckMUFsBhaZLuROSDgNKsUNrx8PteJRth3zkoTZ8RM0lZzgUewHlnoU1sdk5M+H2/ZdZ22phuEWcmkptrLG2qXNwaHHhrMvhus3xhcXGwmVvbnP90GF7OaKkeqTLATmvStaMKdoVCpWYfC2mUKuRsyqkFRdJq1AI6kjGEZrRug3kSQurHyBpNjnDp1x3yFdtJONI+FNyQNYOjxCVHZLxKuTqIfmqT0Z1KQZtiqFDoV4h4/hUlusM9mOK9YhcGKPWm+j9DqLnI2YWpaFDvu6QsX0SiofaqyMmFoOTy0zXd8jaIflGhWKjSr7qktRsEkWXhOyRMP2jgK6aizZ1cOYmhbBCoRWjzqqkhEWyZJISLnK7wXx3htI3aY6byHbESzmTYyWbvB4iqz5q2KS13MJph4TjgPqajWjYJEsWZi0irNfR7YiCHpPUPEqtiGC9QqHikzZ8Su0K5V6E5FdIqBEZvYJSa1Hy6hi1GXpjhWQhIOc3yNsxKTkkLSLMxgpFv48znGJNF/iLDaz2OhmjgdedoDY2SSgNllIyaVEnHSxYyjokRECqsiChNUkUfNKihxTvkK5tkQxXyLR3kTrHyThrJLMuiYxM2h2RNmckMgrJkkXaGZDP+siZkIJkUs6ZFIouOckiJ1kUczbFrEFRcpAlAy/nsheYBN0yg9jA7whqazbbeyG3BxYvPJ3nvszdmsbVruBEX3BibLGzonNpq87DRZuHVcFTV+Wxo/IkUHgWaDwNBc9jnfe353x80OeZr/M8EDzzVZ76Oo99lceuyqNA5RNrQ15btFjIOlpKI5fRUCQdNWNjZX30jIWdtrDTGl7BIFQDhnmLTVnhZUPjlqnyxrjBJ2czPtnx+ULb5qOJy3dODvnucpUf7rV4vx/y2FJ4teXzxrjOE0/liafxzFd51Td5Fpg8izSeRwqvtyq8OR7youbymi94XLN40jB53XV51TN4EWg8a5i82mvxwjR4ams88Qye+DpPPJ2nrv7z+wpe77d4XAl47AueOAaPLJMzTZfK+ognL57/IuPfRB8qWFONcFnQXuiMFgI9Usm6AiUSJFWDY4bOkiHzkqaTsjRSjsx/kyuRcixSpkw+0MiYCklhUIhsyh0ddaRTritInkouNCj3LKIVQTTTiecGzXWdykLgL2t4Cx1taKG0TZobLv19B2+iYY81qgtBa9OkuWvT3HIIViyUrslSqcxSUSWp6aQdlVxFwR5pKHUFydHJ1Q3UZRttJijUFQoNi0xgkxI6KUMnqVqkhIkc2xQChVzHotjRycYGUrNCqW2gjTTKEw0xEVgjHW/FoFgVJIXLUtnlJcUh6QekHZuM61FsWchDQXagIw8F5ZFBNrbJNwOsZRsxE5TnPsrAxhke+R3uQCVVMkmZAWkzIKl5pDSHhO6yJLsk5YCCUiEXe+jLDZqLJpV5hc6Gh9U2yWg+ac3DGHh4Oy5Gx6Gg6mgVDREVma4YzBeCjU3B6VMO50/anNvUubRncnHH4+zM5fq6y8VpFScIKA0iyhWLjAiQ7IBC1cOaelQWNnbLwosFiuuQNn2SinPEptWAjFOjFHeR/SYlt4Le9bEngmLVJFFySAoPyXBJFS0SJZtk3kZSK6S1gLThU4y7SHZE2qlS8EKag5jBZpNS1UFpVTG7NTJhTC6skK/5lMYe2rpFruWQtlwykUtpaFPbq6DWIzJ6RLFdRXJ9EkrAkuySUC2Sms1S2SbtOJR7HuFBhDm2yXsBmdAi5TgslQ0Ssk1CsSh6DoPdAfZGk81TW0TtKindJ2V5FIRL0BpghDPSmkfG9jC7Ic5AZ3YiouQaVLoNOp0Q4UYkCy4Zp4Lc65BvB2Qih4wTkq3GFEZVykGNbMknYzXJ+h3SeoRSn6H3t8hoTXJGhFmfUjQ7pB0HpduhUGngrjRwV3zshUWuKlgqGrxUMEhFU5KiTUISpEULyZmTyNoklQgpWCGpNEnmQ1L6ACnaIhtukXIWZOq7pFr7JO0VjqVdEpJMxp6Q0ickJIVE0SJlDCnkfLRik3zWIldykfQG+YxFIedSUKoUJINyzkfN15ELBpOOhRmW0SIFraIw3qlx8eKA+3Wb567Fq7HOqYFFY6bhDTVEX0Vf1tm8vMWNU5tciHUeuRqPPMEjX/CoovHE13jaDPjjn36fr9x7jQeOydNQ8CQWPI41HoYqjz2Vp7HDf/fb3+TBtXuUEjrFjEEpo6OkDcoFF9veRM162BkNK63i+w1mW9eZaE1WywqnNJ2rjsVvvP8Gn3/7Pm+NqnzYcfjGYY9/+6c/47cOt/jTT9zhwzPnuC3n+e4n7vL3f+fv8DgOeeILnvomzwKLJ4HB48DgnqfwzTfv8Y++/yMujNpc75psTgwurds8bTg8rZg8dgQfXj7Oj7/zd7jvdHhs2DxwbO4HBg88g0eWzgNX8Eanyp/86O/xwdUb3HNU7vuCR67ObuARjpd5+uIXIhs29rcodVTkoYY/0aivG7S2LDaOD5isDolmVZyeR8l3EFEDI65SrAhqq33OvnJI2IjwBhHOSEWfaBTrCgVfoxgLilWZYkUh62iUGgK5o9HasmnMDPyeTjDUiOaCeC6ob5qYAw2la1PbMGltGkf37Ci01gzGexbzsz5qVSWpaywJnSVZkCgLkgWDRFkh37ZxRjpiKFgyBcd0m1LTQSx0tK5GsR6QjTySQiOlm2RCC6mpUxjplNsq+cAk5zlkY4viwCfbDVHGDv5aiL0sEFMDa9nAmOnkuwZpTydp26Qjj5TvsaSbpF2TYqySrVjIXQtj2SA3EEhdk1LPQBloGAuH4mCMFKygdPYJ5qfQ6nMK0eiI8ZZdkmpIUok4prjIYZ9WbY2iUSFnVIiH2wSLBerQJGXJ/G1Z45eEjrURIM9twpWI5tRnMreIewrNtsLaqsrmmsbpVZ3DZcHLWxaH2x47WwGHC5uLi4CDTkwYVlAXAcbUJu+GlBsx0YbD9NBhtG0yXhfMV1RmU4Fqu5TdGlG7idMaUfRalL0OxcoUtTJCRE2ibodWp02nO0dzWqSLETmrTcHvkyrHpIouOd8j7zsUq22ytTpJq4ISxUT9Gq15jWAcYE4DOttVioZPWsSkVIucqWPPTMTAQW6ZZKsOWi8kOh4gt0zyckg2rJGvWmQrRwtQSS0gKXskVQfJ8Uj7VbzdMfq0gdwOKfar5NoOKcMiodkkNZui4TDZWMcZNnAmXbqrNdRuRHHgMFmvc2rvANePMcMKYbPJ2k6NxcwhaFkonZiM4aB4Fmrsk5QtUiKg3G1irYTosypJzUHyq5RGdYL2jOWD03ijkLxwSZR9JKeN3FimYNYo2jE5r0VKj7DnEcbUQfQ9ansOjV2T7nGb+NAnG+gs5S3SzoyU3CQpqaT0Jml3RipnkSrGpN0VUnKbZD4gbfSRok2kcIe0tSAf7JGLD8iGc0quQyJTQvJHR79HlFSSBZeUPiIvuZQlh0LGppC1yGYd8pJ11AjyNkXJopi1yEk+hZyFX9NpVFRaPYOwpVBfGMy2XQ7mNvc6Nvc2TNoLg1zHQoosUrFDvqtTauh0BjaXqgaPPYVHrspDS+NxIHgSqjwOdd7eW+W18YDHoeBZJHgSKjx0FB76+tHEHWmcn80w5SqljEE5q1KUdOS0jiqZaIUYkdUwMypWxsAr+9SdAYOSy2ZJ45RlcmXg8OCgz7VXary9EfGFocvXN+v8+PVbfGOnw08urPDBvMsDu8S78zGfPHWCB5HD80DnWWDy0JN57AkeRxZPApP3tkc8uX6a6swn7qo01nQGGzrbmzoPuxaPfcGL5Zj3zp/kbiXisWvw0LG4bZW5a5Z5YJncd3TuNQ0+fe0Cz2Yj7tkaD23BA0ewMYpYv3ia539jgev4PvuX12hshQTLJpWFxfTkgou3r3D32VXMfp1Ldx/ywRe+xLtf/pD3f+WLrF/Y5Ovf/QP+0//5v/N7v/8Dlg+nmIMy4dpR/ILT0SiHCuW2jjsTeCOTeNnBntg4c5vhCZdgYmK0BNbMxJgaRKuC9pZNZyPC7ijofQOjp2IOVOyZQTjRCacOSbnMS0WNZEknoegslRUSBY1EQSFpCOSOgTwQpENBomyQdg1KsUGubpLybFKyRlJTSQidpKaTaljIUwNzqCJ3raM8nK5FqWNS6rkE2wGLq32inQCpZZEJBKWeidzWyNdNclWDYtMg49iUwwrCq2FVAlSvRq5TQ+naFPo65WUDbaijjkLU9Try6pzKxqu0tz5PZfIBcnyRQryNZPdIyXXy7jrl5mnywTZytI3p7VI2dhHt65jL97Emlxls7PHszSe8+86brG360i+OAAAgAElEQVSMURcWmbqL03RY3g4ZLwsmC8HKQrC1Y7K8obM31dlum2xNbSYDm9nI53At5sIi5OWxweaKRXOuE21HBCsV9KGBPtBw+ypmR8dtqgwnGmvHLTojnfrEprcRc/baI/bOXGW0sk2rfcBi4warxy/SnJ6lNzpNa3QLK76AHV3BrJ6nMrlPwV0nLXfIGANSTo+saFHUPbJuhNLqUNtuUVuzqW9YqAMTMW9hNlqkPZ+kaZKrm5SrBuWmibZsI7cE9swi2g0wegHZYkjGqCKFEUnTY0k4JA2fJdnhJdnhmBqyVO7Q2HnC4Mxz+idf0Dr5DDGuko8NpDAi7fhk7ZjR5gb1QYX6pEttrYHS8RD9gEs3hnzw/BSffuMkX3j9PB+9c5K/+vN3+Jf/8C36desI82kRiZ+f3BJyQNqNyMZN5DBC9AMKFevniZgxuchkeDzm9PUK3VWbnCWQbP/ITC3b5F0f1bQpuh7mIMKbe3hrPsbExl8NaO941HddrDWbTGiTscekyi0SGZ2MaCBZI5KSRbpQIW0sk1DbJJUKaXNANtgkU9kk7c3I1rcptnfQu328ZkBSkkmLAUnRJ5HRSOYcklqfXNYhJxlkJYu8ZJHN2GSy3hHjlzTyWZNs1iQrmZRyFqXQpFYXjOc6ii+jL9sYU5XJwuLmzOfhiZhaUyPlmkiBQ9KxKbRccoHAaZrcrNu8CFWe9Sp85vxJnvk2r4WCF67BU7PEq4HKi4rNW5bF87bPB+dO8aji8jwSXDRM1ESRQkpQlgxKkqCQFRQkgZIxUFIqWkZHpG1E2sFJm8QZlXHBYE8RnPUFu0OXy0OHyydcnp8OeXLo8ql9j28Odb636vL9lZBP1wTPI4UntsZjs8irgeC5b/DINnnvxBYfGwx44bq8Ftk8CASBkaXUVslXZNypjhhpjNd1HkxdnkUmL3yd+5bMs9Dm1UjniaPx+u4ab2+t8sTVeBIaPI417lsFHloyT32Dp67OY0fn0k6bN7/8gtfffP0XYpnPHHLz8R7NLR+zJ1C6Bo2NOeF8gT+fUHJC/OGc8y9e4+y1G3z8nXcIm23uv/Eh/+O//zd86+9+FaerU65o5CMZs6YiWwLJNii4AmdgU9uwmZ9t0F+roLcEwzNV9J6B1tRpHe+zfntBf9+humbT3e8g6mXKLRXR19B7KsWaTkpoHCsLjhVVEkWNZFEhUdZIyhpJzSClGyRlmZSlkw9NMkKgNR30nknaNJB0lZSikpAFSc0goVskNAup5iAPLQotQWFoo0xMSnWdXOiSjy2UlZBgz2d8YoDSqKOPOphji1LdJW3YpGybfN2kMukynC9o9Mdsbe/S7nXIewH50EcKAvI9j9KyjbnmIuYeYmbRfmWL7ivXUdaukmps80tyk6w/IaH2SBuHKPVrqPE5iqUFxfwqiraH2bmHM/4Y5eZNDq8/5t/9h38PwO994+OEIxu50yJn19H8GoYn6I00zp1xGEwEUUtjNNQ4u+pwfs1id+KyM25xOIs5t6hzYc3jzKZg69DBmbXJ+V0kz0aKDDK6SsbVMdqC8YbBeEWjMVWJFhr9UxWGp84wefkJo7O3GE7OYQb76K1TOP1zlGoXUIfP8NfewVt/G2XyBG34EG/2iJy/Sd7aI2/sUizNycsVsnYTa7ygMxnTGDTozFrUujG18RA3apH1XbKhS8oWZAyF2oZNtB2gzlzUqYmYVChU6qTsOsV2j1K3T95qoYQdFL9LWvYpiirt/gpupU8hOEHa3yMTHSDml0jbFZZUg5QdkhAOWTtgcnyZ1f0+r9w5z/ETJ5CtJgW3R2U4Z7wy5vjxDd554xp//P1X4f/5Cf/H//wtzm5vkfEWlFujo/2EUgPZmdJae4WCs0q5OsdbrRNtVPAnTYxpH7lXJ1zxWT8fs3J6RPswJt7rkwuaNFZvcfHhZ/jlX/0NvPYZCrUTFJoH5Hs7ZBpbSI0NlNEa3mKdaDZE7zRJuYOfT/wWkqiSNkZHZq0cs+TOSKgtkuUaKWNIxlsnE66R8iYowx2s9Q7FSpOk5JNMyaT0LkuiSzKjkszbJMWQdDYkXfBI5ywkSUeSbFI5h3TORMqb5LIW2ayNlHUolF1E1cRtlFFijaxnUqjpKH2deGKxMrE4eTIiqGgsSTIJYZM0LAqhS8HxEJHNPBZs+oIrscvrqyNOGQ4bjsm2ZbFnmOyaJpumxa5ucCUI+Nh8yGlLsG1peHmdTFZDkhRyaYEkHV1nMyrFjIaQLBTJp5y2KWYsSlmDQPeINYehKpj0DEZ9g7Mdn90tj611k9OnbZ6cCHl/pc4nxgGfWW9x0bU4bqvs2zoHuuDQsjj0HM44Ns8XQ+7V6pxQLE7Ygi3bRNVVSo5GzlfJV0zKfZXaus72QuWwpnNGNzlla5wwTE7qLqd0wcNZjyfLI047GqddnXOuxTnL4owuOGUJTtgGJzyDeSWgNxvx7G8w/r1tKgsdMdHJ+wqSYyM6TTJ+gOg2UaKIQlQhGcdUVjf52Oc+TWu1Qb5m0VhbxWlG5Cs+Kd1itHXAYmuZrPBJFUzkuk9to8HulS0ObswJhibN7SrDnTpeT6dcVVF6IfUzEy69cZz9KyOaqy2a0xi9raB0Vcp1g4yusVSUSZQ0krpOsqySVFVSukZCFSQVnWRRJaloJBSFhKySczVqxwOqOxblroq/amF2VEpNjbRnkrYskkInHVhkKh6ZwCLbslD7FmX/KII1GzqUey7Gqomz3CNjR+jLNbTlgOLQJttySIcuScMm74TkjJjRzhnuPXvIhcu7lAybZFAjFc5IRR0yFZdC20IZCMTcx1oxkEclCqsu9dMrmIMa2YZFcdTg9hufYbL+GBFfQTEPKJTXkfVdrOZd/NEnUOJLfOFXf4t/+a//Cf/Xf/rf+L3vfIVcziUjt0npDbK6h+FahDWT1VWd2dSg3hA0hhrbC8GpTcHesmDa1Zh3NU5vtDhc9Ti5O2GwOaMUrpNSaiQV/+gFFBpZq4zd09DHIUZHx+zJGF2FyrJKsBYhxSu8ZAyRlDZxvENYnVDWe3jBnKCxhdK7jrn5LvG5r6Jvfxyx/AbK4BZG8yLB+BHe+ALh8BXKzeO0tle5deoiN14+zY2Lp3h06zTPb53j5cMDtEqNnHDJqS5GWMGbVanOGphDj2i/Qv+gys6ZKlevT2luexxcnXLmlTHXL69z/+ZtvvvRr/LNr73Pn/3jv89nP/85Tl98wRe++nWu3n2OMrpAxuqQUDyS5YC0XMXvrrJ8sIk+bLD7yikOz+xjOFWUYJVLt9/kV375y3zzG9/mz/+Hf8Rf/Ytvw//9d/mPf/0dDtZPo/ZvI3dWSSsBGb2FPZrQP3Edf7ZJb7yO0+7hDZdpDDbxuiuU4zH2sM30bI3BwYDwcIx65xbGlftULnyC8bXPsXLpHcqjW6ibl9HmF5GbVyi2LzE4eMTOxevsXr7Ek7c/zem7D7CHmyTydZKSSapcJ2X0yQUe2iDCWB6Rc6okihVSfptctHlk5upTMpUZ9sLHWWkgKQEFU0fyOkjWMolCTLIQkhI9JDEkbw6QShXSOYNkySaTtUjnDHJWk1zJJ1W2ydsxfr1OTtdRGxqJUpmkYpLzBU7XpeTYZGOLQkWQUlSSZZm0bpIyHLLVKrng6HPnTOQh6RZnbZsXsUalYPFSziKZt0hkDRJ5k6W8QyIn2DNsXtgG9aLBMUnmWKZMQlJJZGSSOUEiLZPOyGQzKpm0jG5VEZUJyYxCIiOTKWhEnXVyokYiJ1OsaXhTHW+oY44F8Uyjt2dy68Emz+/cZX3Y5LOfeo183iKZdUllTTIZlVTRoGT5RIbJQ89gVxNIOZ1U3iKTt0jKJmldIxtopF2VUlBGqSk4Y42So5GSDFI5nUxWRyp4iILBLUdwQhdkshZS3kbKW6TzJpmsQUYSpCUVSTHJqzaqX/ub6Zzr25vIsaBc0ciaComiwkvZEkt5QUoTJBWNpbKJ5NkkbZnCoErWEyR1k5cUg4TQeamokjB8Ovv7OM0qyYJJyXNwNiwamxbXHp3iws1VWvtVojWbyqpBtKziTAX5mkbtbJcLLxbsvdxi7WSDwXpAsaaRq2rInk5O1cjIJqmSQUrzScgGaUNH8g2SisxSUZB0TAoNQbGuku8biJlOtGagtRQytkqxY1JqqORChbShk9Y1EkIlaQjSvkXascn6OmrDQG+auEONQsWhEPoUB3XOv/GM56/fpj2pIvk66cBG6lhkhwZp3yLluBxTLQ5u3uHU3fMYnSpp20ZyuxQ7U1K+RSGIENUmUs0gX1dRewJ7oaPNdXp7M3qTFoWmS7Qb87VfeY3jJ25TCl+h0L1A3t8nq2+h1W8QjN9DrVzhu7/zQ/7oH/+Qv/y3/5yf/uQbWFZwhA9aXYpGlbRewa44nDlucWrdYnWu0+xqTMcK87HM9khnradyuGyy3FLYWlY5uV0jbg/IVbc4Zg44JkJSRpWEZpI0dIymQr4mKEcaZV8mX1Gxpl0+/oXP8K1vf4VK3Cbq7vHKzY9z+8HHOLx4j5/+6A+5fvUO2WCX8vQZr//yH7Nz/asos7cQ669SmZzDHpyid/I0tZ3jGLNdhtstPvbwAi+u3OLFnWs8enCFl88ecurKBdSohmS5FJohznKP4cl1BvsTnJUQdy2gumZx8HLIZz+xw+5hne5OxOPXezy/Xuezn74L/K/8x7/+h/yTP/sHfOFrX+Hp+x/wz//Fn/PR176JPjhD1JpSUI/4utZY0Fk5zWi+oLq1zjsfvMetu3fpDzusH1zk5MtXeXTnEW9+5i3+2V/+a/70p7/FH/z2J3j71Vt49S2s1hk68y0ks0pSG1Gub1Bbm7N+LuSdN1e4/+AK19/4kAdvfsDVJ2+yfbhDY71JuG6xcdpm++4UcfU6Vz98yqVXr+GuX8Ko3kLpXsI7OaN+qYm5eUi5eYH68cvc+fhbXH3ygM9/77f53p/8Ca9+8etk3QlZNSZvdCnWJqjjEG/FYLDv4o89UlqNUneAtjylEGyRcybkKkMKDQtlViHrelgjk5xfJ2f3ycoxSaVOQtTJ+n1K1WUKVoesUiFtxEcngKwg7/VJyx7JrELOCpBdj1RWIaXqpE2HJUsg1QzUikW6oJJwHY7lFJJ5jbStkHF00rpDyj/aWE4Jm0y1hqS5nLQcnlQ0grzgpaxJMmeRyOkk84JE3iKVFexZNo9dg5pmkiwbpIVBsiwo1W3KNYu0YlFSBaarUi4buH6NoLfGUrrEsXSedF7j+NlbxM0pS0WVrKuRq8iIrkJt1SCcC4xBiXffO8dX3n2b6yfHfOc7XyGTt1jKGSQlQVrSSOZtcnpAxXR46BvsyAYpSSORt1jKWRzLaSQ1Bcktk9RLKE0No6Mg2hopVSVjWCTKBomCQ9qwUVWFmxWDA0tnSdJYyhkcyxss5XUSWcFSRmUpo5EqmKSFjVpt/M10zrWtTUqeQ8HQybuCrFUmp5dI5WWW8iqJok5Ss8gFJmlFJVkySeRlkmWdlDDJBC6lqkbWN3lJmKQNg0RZI2+7GEOLwYmY3asbXLm9R7xwUdoa5bZAaWuEE5vxbo3B2Zjtlz3u3G9z6nRAYyTIe4K0KUgqMumyIF02SeY1lmSDpG6RUjSWFEGiqJHSDfI1A3cmMAcq8kBF6SpYM41CpJJSTZKKTkIVpIROoqSRkA1Sqs6xosFS2ThiuYGBM7Xwl006uxbuUGC2Y8rRjPc+83W+972vMdkYckzVSakBWd+j2DXJ94++B0/6DspKm0zF45gfkKrFZCrNo7S8joY6cHEmHlLbQJno1PYdGns2lW2bcLXL1sFJjG6H7m7Ei2cHzPf3MQcbBHsjausT7OEOSu0cev8pmeg0d998j7/8d/+GH/34e1y+tcN8arNYCdg7mDEY9pBtDys2GA8Fi5HO+prG6rrJbKqyMlUZ9RW2Rzq7M8HBps6FkxbLawpR1SQYBGiNDilNkNB0UoZJShfodQ01KNPpCZo9jXDZZn72gHuvv8t7X/gio43jiPoyKavH3zb6+O0N3vnw1xkudnG6l4lW32Xr8TdYXPkAeeVVmvtvs3f2Ot3tPTbOr7F/usvqXp3N/YDrV7a4d+kKn33rCbcuHrK6OsStdTH8GmarTaFn4+54HL+3wBi4+Os+rW0ftW/jT03imUl9tYo5sDi40OLZ7QGf+/A6/+V/+e/5D3/xLf7kT77H57/0Ze69+kn+8B/8Pr/8tY9YWT3NYH2Xl6+t8eDmPudf3mV5ec7J3U1OHl/j6aMrbJ8/xcVbF1jd7LBysODZnSvM1jo059u89foD3nl4le35Hpsnb7J+cIWNE4dUe3Oq7XWCziZKWCXqq7z2zoTPfP4hdz75y3z40a9z9dGrPHxyg9HGiKVAxl3WMNcruAevsHJmk60zIdMzPer7l/GuP6e8sUZw0MVc2yZf3Wbr/GXe+sqXePrFz/LVH/2E3/yDn/Gl7/+E3auPyZodsloPLephLgcEKx6t9YjmoooaNig3RxR7PUrxlPbGRU6cvUFlOkaqqKRsg5StYPY2Wd2/yM7uBZRohYTZIal3cHs7yNEESauT0aukygHpvEumVCGRN0nkVJJlj0TRIZEpk8iUSSkGOdcnWVJJFk1SOZOMapEsKaSyChldJ6HqpD0fybNJKTYp0yBXc8i5Jrt1m9s1CysrH/l9OZVUSSdZ0ElKgpSksmNbnHd0tLKgGNnIDZusb6K3dfS+itoWqA0Np62hCBXNaeB1t0lmVJYyRZJllU994R2u3rpCzi9TqmpobYVSJBONNYoNC9OT+dT7N/jqJ97iwfk53/3mr5HOHAlwQlJJpMskcgppw6fjVXhUM9h0BMmMTEJSSRU0iq5MzipzLFskmZcpxRreVKEUlMiYFqWmQyEWSJYgFyhYrsI132BXaCTSCsmsRiKnkMzJpKQyiUyRRFYhnVdIyhYZw+HJL078a5vb5CObrKZSiEwKVZ1S1SBnKqRKCsm8TEoWpC1BQtZJ5BUSBZWkfCTwUmCjdnVKVY1cEFCqV5Bjk6ztoI4bRIc1Nq7OOP/gFMVYkPJ1pECQC226Gy4rByGjdcHmvsnOXsBgZKJFOpIpSGuCZFEmlZdJ5gXJgk6ioJEsCxKln5u6RZ0lVSfp6ag9DW9Nx5wL/FWd6qaF3teQAo1ESSZRkjlWlEkVSqRklaRmkjI0UkKjVDexh4LGnkd7z6F34NA98OntNHBmU6qTBXajh1ZvUo5DUpZNJnLIdiwKTUHa1kmqBku2ScK1KLd0yiOHguchRw7llk6hLSg0TMTYQJkYmAuHYM2is2MRrDrY8xhzERHvuIxPxNT2KsRrLivnfFZOOUznEfubJwjCNYSzSnt+wK9+/Td5+7138XyTycDk/PE2+2ttvLrDyixiue9iugq9oc7Brs7Kmk6trbK2ZjBcFgx7Kp12mdWFYLGiY9dUKj2F9kDDH1ukRYmEopASOhnDouip2HWV7kLQX9eZXOjzl3/9l/zn//xf+NgHH8eYVZDHI+TOcYLxy0SjQ373p3/GN7/7bR6++BRf+rWPOHh2h/vvPufyq5e4+do1Tp7cY7I7ZH6qzsqhxfKuw+qOy+6JGpcv7PDO86s8ur1Hf16lqNvE1RblICDp26grNtaGQ6lh0dwK0VoamYqHWncw6jpy38AcC1ZO1bh1u8Wv/8Zj/uh7H/A//egD/tU//TZf/dqvcP/52/zhz37IN7//ERevneL+84v84HtX+ez7d7h6/xTPH27x6NF5BouQeKXN2u4Jnr92jduXByzvH/D02SM2tgfkow7VjXXOXN/hwrkRO+cnvPNrn+HXfufH/P4Pf5/PfeYNDl++TNDaR65PWT97yMVbd9i6cI+T1x6wOHODVx6+4PWP3aHaDQnXbCqzFnJ9D6W7gjZq46+NqN24y+irH9G98YLFzTeY3X4Xub3Dudt3OXP3HOc+fo+v//R3+c7P/oiPfvgTvvTRdygHHSRvjtpcoA86uKMmle6AwaxNdVzBGteRRxP8tV3ilev0V85QqDQwOxG9tQmlyhR/+zInrjxj7/QtGtNT6JUZRWeE01knZ9ZIFA0SBZ1EXpDMGCTSBkvpMksZmUTBYCmvkUiXSGRkJMMlH8Yk0gVSWZOkZJBRTSTdIqMaZFyPpO6Qb9iUmjYZyyTfNCm0bAqhz+qKw4WFQ6OpUqppFAKVhPZzwc0K0pkyc91m3lDRYo2spaD3TAoVG9GwcFoa9lBBbcuoLZWcJiP7bZzxNlLOJSUJkqbCs/cvc//RLfKBglIXOBMFva/gDTQk22DDM/ji+9f58ic/xsVXBnz7G19C0hyyjk5aCBIZhULJIWM61EOf6+suu5smS+kCyaJMPrTw5gbxskCJZApGmcVMsLcmkK0SKUOn3NSPzN9IJhvZaIbB+ZrDXssgnSuSkMokcxppYZAqlkmkj5pKsqyR912KlsOTp09/Ufi3SJk6CVkhrepIjolkm0i+ieRYpDSFVLlMUpNJaDrJknYk/sWfc3VDJxsKtJaO2vUxxhFKTZD1TfIVA6tjUF9Y5OMiCSFIOjpqrGLUVHr7DscvBqytC8ZzgR2olHxBxpFJFBUSeYVkXiGZLZPMq0fP/f+qIEgWBMncUUddkjWkWEOb6tTWTYKZoL3vYq/qSJFMsaVjTgVGRyVnKFjdo/8BWBsWylhgLOu4c0F1w6C979DYtmjv29QWOnbHIuhWkGMfqxkjBi6liUuwbOFNdLK+SsYwSKsG6cBEGdo4C4v2nsvaiSqVyc+3jXsWWt/BmdrEWy7t3ZjugU9z38GcqigjBWVwlDckZgJzoeNNNRprBu19m+Vtwdayh+PX0fQWNy/f5/6t81RGLmE3pDeyODycMhs1sBsmO1sxs7FgMBGEA43mQGM616l3FWYzhcNdg/lUZXlZpTtQcMIyhq8y2rCojQRZ2yKhOaQU7WgSUzVSpozSkKktq1RXBN09n8/91vt86svvc/35eby5QrjdRY4HPJie5OL2Ff70X/0V73/xAzYvHXL63oLJuZDpmZjRcZ/lUyH1zRB/3aOz6rC66zHfcVjZCtk+EXLh9JwLBxtsbI0pBTFes8nKTp/JYo5f6+LWIpxmgAgM9IpLUlgUQpN8YCDpFsW2g5gYzM+EnLji8xsfPeMvfvY5/uJHr/Fnf/hJPvfhp7j98Bk/+OH3+OrXP2DzaoM33x7z8OoIyemjtJb53HuXefTOQ87daXLpcp9z22t851fO84Nv7hJPz+COL1H2hhSDdXJxH7OvMJxpbGy3+NSXX+dXf/Mr/P6Pf8CZVy5i1waUozn5cEFtfh7FW+dvFWP+q6TN37JmxBsXeOOT73Hl+lVOnN1hOlohJdeR9C5Ffxl1eJLC6BTxqXs8fveLvP7Oh7x48wMq/VPUNl/m5Ouv8bm/95v81s9+zJd/90d89KMf8/mvfwvFWSalD0nqIyRrRF7rIHttsvEyWW9BIVpFGe3gLy5hrtzGnlwnqdYR7T71+Rbd9VdYvfw21dVLCGdIQQ3J232K8ZyM1SSpxEfTfaZEIq+QtXv0Vg7oDVaQtRb/9S9l+W8zCpI2/H/Zeq8f59b0yg8GbBh9ipmb3OlNO3Mz51TFiqz4VfhyPPn0UUvnSB2OwkitMII0rZHUrbbCQJZhjWdGGBsK9nhg3w4M+Mr+r36+4CcZkHTBCxZAsjbDep9nrfU8C5WeEfbPcKI1H3iSskj5oBbyrZqgYPk0oxZFqSnYhmossQYptSyjmsTUezH2IGK+jZhfBizPFcFa7JZFdgyNKNrNLDQ1i1GbiyNDeyKouBqrF2MPY5rTGDExRBNJMPVxF4p6W2PWLdKDGXU/oB6H1DLB1UdHPHl9T7210yT9scSf+oiphzvSfHy74o9//yt++7e+YX2X8OX33xGuYlpHku6xwVIeWqYYndBuJ+yfxjx+nqECFzvX1NoadyZJzxTBoSaa+KwvFM9eZ4yWPn7Hxx1K/LFEdCR1pQhywclhh9FEYQmXvbpPsaEo2YKS41Bq2HxQttlrapr9nHg0+qdrmU8vLqgYl6LtUbQVZWMoq4CSbyg5LkXHoWg77FVtSg1Jsako1F2KDZ+iY6gGCqvl4Q8l1cjQ7MY0Wj71RON2DCKTOEZQ8SVFz1ASAm+o6Cx9xlvD6tKQDgR2IqgGEqvdwh0Y3I6kJnyKNY9izdu1Mpa/4/DqHoW6v6OcbJ+CLSkpn6L0d3TNWhKtJGoqaHQ0la7Cm0mCfUlru1sil+xL8gNBuFBU25Jy5lNNBXKpkSuFPNLEpwqzL9EDQ8MoKo6mKCLsTkR8qOmfG+Y3Idm+ppkoKkFELVfY04DONuPxRxNu33UYbBNW2ynRWrH/LGV8n9I5MkwvIob3Ke1tiNtXNNo+9dyj2jV484D4WNO/MvT2Jd2TkMXThNOLiPvbQ06u+9y+OuXibs34JmR6HdA51PQP2ozWLXorzf5RxnKdMN+XxH2PmnapG5/lYcDZieD8RLFeSrzIoRn7eKlLM9u1svVYU/EVTqipKZ+CLShJQy0VeANBsvBIDiR64uGOmnyQ2VQ7ks55SLZtUY5ndOMFpyfPuf3kl1ncXGIPfKo9gdV3kTOHZtfGGXokK0Mwi+muUm7uR+xfRCxPIg6OB2wvxtycbtgeTQnbAbUgoL2a8XPfecmv/uBT3ry4ZzBdUDaauqcoNnyqvk8zD2kOFGphiI8M3cuQm4/7/N6PPuV//59+lb/7y+/xH/7HH/BnP/4hv/PDf8Ff/Onv8hf/5jf4s59+wU/+1RueP72iKsdEww0/+b1v87d//dv8l//ju/zf//lX+Ju//D7/z3/5Hv/v//Vd/vxPf4mf/M7P88PvPuP+4RHheEmyGDPZ9Bked1k+3ufdL37M888/wU7G1OqaUlmzV9astg+Mpjek+Qmj9S395TVHty85e/QZDy++5I/+4Lf5i5/8lPH2muZqiXNwjL+5xdaYqLkAACAASURBVFl9jH3wjmc/8w1//Of/A3/w3/33/MXf/J98+As/It9+h8/+5R/xvZ/+FpvvvuXht7/iya9+TXT7Je5khBpneNM2/kEPaziknJ1RbS+pdNaU8n1G29eo5SO8yQMNc0w5PWd09TFHd69ptEb813WX/6rU4L+xJKVky7fEgoLToWh3KTl9Kk5MMerRWL1j+/L7/OEf/Ql/8OM/4+uvviHqnCPnb5GTM/LDLdPrz7j/zi8Rjme4OsS1QozI8EyHUsOl4khKtk81S6j3E+r9DtVeSmMWYPZD4o2mt5Fkh8EO/I8UnbOQYKDIphG9VcTJRcjkUNNoG5p9gzPV2DNJra3wuwY1k+h9RbJRZGtB9yxFDAzuRFEfaeJxSrboYmWSZtvQaCvcvsCfSeKDkM+/fcsPf/Mjvv3VG9LjmJuP1rQ3wW7dy1mEP1XojiTPFKO5oncWsX2RMVgq5Ehi9xX2yKc58IhWHmbl460lnTPD9bOUzXlEOlVES0VraYg7Lsk8YHk1xowV1VBQdgylpqTguNS0wk0kjcCmojW1pI2Mcr73j3f1nJ1fvq+uXUrNnZhbtDyKdZ9i3aVQdXb0iiUp1T2KtqDYFBSbPiUR0OiGVFNFMQ4pB5J6y8efS6rKpdFKiPclsuPyQcOh4O1smE5bMdwoeisfO3LYazqUVEhJKMrKUIsNViqpyZBiQ1KoKwo1n2L9feUvFPXcUJIeBf+9s8d3qWiNN1K0N4LFQ4zsCkpVgdUSuwVxS4mceaiVT3ikSNeSauBQTDXNnofb1dQzQ62laM401r5BbAxO26eifdyWoeT61OIQb6DwBpLuVcDwUUh7I2l0NOVUY3cTuschh9cRs8sYs5SogcIeSMKVJj/UqImilgVYHYPVU1QShdWT1No+xdTwQaywp2Y34DYR2InEPzD0bhL6i4zJRYKZSmq5xhxoeqcSc2zQy5DBMmN90Gc6abHYTxnMAqIsIGn7qMRDZ5ogdhCRJOhLKm6TvYZHwXEpug57tocV+HT7AYt5TncUooIU3R9g5Qo790lmHvlUkA0Es2PNcGNITmOGdynLpyn5QUZ7PmSwP2d4MiVbp7h9gdWS1NoSZ+jR7HrYuY8cSNJJSHsUMTzOaK8CRkvDaBJydBxydNjl5nmf02cpq7OIoJtixm2y1YBoNSEexJiRpiyb1I0gmoZky5DlNuLoacx0a5jexxy/aXP6LOfkaYv7Dwc8+XTCqx9s+eiXHvHum2Pe/soJ737tjCff23DwxYrlhxNOPpnw1W9u+MmfXvC7P97y2z+94bd/+oh/+Yfn/PIf3PArf3jBL/7OMV//cMOzr1ccfzTi9osVT94uOP1wzOajNjdfDli+bdO9TrFjTaniYccjKqKLSY84PX3Jev+SxeKYyWyf3uCY2XrL288+5JNP3/DhN7e8+sExb7454/bbx4j2kHpyhOgfMn30lu7pU379j37CX/3bf8dq/YSThwc+/P45T7855vHPn/H0qzM+/qWnfPYbD3zx6w98+cM7Pv+1GzavTig1OzRGbfyDCaY747d+96fcbO8o12P8cE00v6G7vOO7v/EdXv/cKU8+P+b2sxOOns+RrS51PadktWn6fUQ+pz9ZcXZxjRo/4uz1O/7Nn/0av/obz/jxj3+Ozc0Vaj7DGcaYZUj3fMW/+PUf8r2v3vL6swnf++qMF/fHNIyhEkVY2mCpBH+aYfcjqmlCbdSisQqpjQyNiUJuNK0zQ/8qJL8w7L/KuPyix9W3e9x80WX9vEN0mO20xdzHHpldgNRKIeYGc2RITjXRqcHsCzqXAdmhIVhKGh1BVduUE5+69rGMxooEVlfiLDXJoWR6lrA6a+8YhCNDfKhIjjTRSmBOYqKDgGwtSBaCxYVm/9IQT3ys2KUSudQTgZ0KRO4SDBWNtqDeF5hDw9GV4dM3Kd9+l3ByqRleGia3EZOnGdMPu4xf5FhjRdn1KVouReNT9F38sSI5D2l0BVa3h5Xk/5TqOd1e7Cpoy6PU9ClbPsWqQ6kmKdZ24F+0/B0/VxeUHU3FVpRtSSNVNDuKojZUE4NlDH4mSNcS2XPwRj7pRqJHHlXXpmQ1qUhNLZXYqUvVdyk0nB2lYwtKtmCvalH2JY3YULYktTihrAKKlqAWB5SFS0HtgLKkfQq2S9HxKamQsu/jDwKCpaJ3GWKHTfaqLtVM4A8F4TKkfWEIVgIxUthtF7vjUzECd6hweoJ6rCnpiFI7wplL9IHCGUmanZD0QKOmkkok2ZMBtbYi2QaEa4maSmrtgFo7IlpGtNeCaODjdQzOyMMd+9S6hmpbYUUBarATmyaHAZ2NxOoLirHiW67gAxlSyQKaA0Wy1qxuI/Llboo5PDVUIkGtq6mkAjFTBJtdRZAsIsaHCct1i+W8R2/QQvcC/HZEQ8SYWOCbnbhWtnZC0p7t80HDp9hwqNgORcdnz5H4LY/lRcbp0ZL9xYR+r0vWG1PXEpX4HB8Ynl+mbE8CtleGu4eIZx+2eHid8frbXV590eHVxzn3L1MO7kLSlYfb9nFjj0biYbUE1VzQHPjECx85k3iLgOZUoxchs1XIeC3ZXIccn0Q8PE95+VGLDz/p8PRVzrPnOUfbiM1pwt19ixevM27uE87PWzx73uXpfcrb5y0ePaQcX4Xs3xj27wKWV4rDC8nTuzZPbvs8/qjHw3c63P7CkJufH3L6RZfTj9ucftnnyTcTXvxgwqPv9Ln/esDdz/W5/dketz/T4+bLHkef99h8Z8DpV0OOvuhx8EWfo28P2H7R4+pn+lx9PeL+ZwdcfpSzfNNi9LZD/rhN6yimf7ekMY4Qy4z9l+d4s5xgk5Gf7gJu1k/nvPvBaz7+/jN+7Sef8KOffJt//cdf87s//gUu7mc8vLphtB6w2i64f/OYp5/e8Es//JI/+ZPf5Kd//qv87d/+a/7T3/0+/+lvfsr/9r/8Cf/5r3/K//rXv8f//B9/zL/9D7/Pv/+rP+JHv/PL9E+WuJ2MYGoYPyzobBYstoecPT5hczzh7u6E4+2C7/7iJ/zHv/sp//6vfo+//He/w/d/9YHNZcbp0wOmZ0OO7w7YPNln/6LH0xdberOE1Tbg8FyzuvBYXbikG4U3CLH7Gn8kkUuXaF/w6N2S0V3C5qMBwTLmg6aPlbZpRAllFeEOE6wspBxGVDJFbRIhlop4X+AfSMy+IDmUBBtJ/1HE/GnK6l2H5cc9ktsEe67wR5JGS+H0Q6KFRvQE3tzQ3hpa5wHOUuAufPypT7jwSU41zljQmAgKgcdeU1IWIc2OQEx9psea3koxuNAszhTdpY8eSirGoZp4NFuaRuojxhI59ciOFfOHmOlDTPtA4bQERdvFC3wGE0NrP0PlBqfl010LDk4Eg6nLdO7y6nHAz71Jefs8Zvs84ezjDvuf9pi8bRMeG4qe5IOaT6HuUHA9xEpgzzQFYyiKGL8//Weonu3Frrq3vPdAL3f3a+4O9KsuxbpNwbIp1DyKdUnJMZSagrLjU/YciramrDR2EDG7SJlcGBa3EcnKo3UgiReCqtgBfFXv2pM9x6bkKCquoFT3KdZ8ChWbYtWh2FBUPEHZEtSCDCtLKNZcSp6h6OwOqT3L31FONYeiqynphFLNp+IY7K6iHjiU6nUKtSYlz2fPlhRDgzPR1GKPotCUA03J86j5IQVPUnBdysKnJDQFX1FLFGYkidouVmIQ0xiz1ji5puQZaomm2fKxEkElCagkhkoSUm+HyKmimXpUgwB7sNMBPtAB5UjSSAzJ2NBaC7pHmnyjUEMf3fWQPUkl2jmfxEQixpLho4j0eCdUlhMfq6OoGE3BVlSlpJqF1Do5UT9kftZhctyhPUxpdVNcGaKymKqvd26Fss9exeMDy6bkNLECDz1QRD0Pme7+VpSCZlsSTyTrgyFH0wWzyQzT6mOLlN6wxf6h5uhUMd+XbE4UZxeak0ch2+cJt69SHl4lPHmd8vAmY/s44vRFyuggYjFvs94PWR8FTJeawYGmf6QYriXZ3KDGEcNZzGqZsdhvMTuMublp8+Suz4sXfR7ftnn5uMO7hx5vHjq8fZrz4r7F67uUd096PL2acne84GCaM5lFtHoJQS5IporxoeLkQnO2DXh3N+fdoznvHg/45E2XDz/u8PJdztVtyNmN5uJJxO2rlOefdXj7RYd3H2c8/ijn4dMOT77T58lnXZ59nPPwZZ/HX/Z49EWXm897XH/SYfuuzaNPOjz7uQEffnfEZ1/1efFZh7vPutz+TJ/zLwecf7vHky973H/RYfEmY/wmp/8qo/2uzfhtzupFyvxlyvRNzvRpyuY+Zn0f7bKszzWnr7ucvutx/cWY648mHH004PDNgEffPWL7C2vOv15w+fMLbn52xuOvVzz+asH9z064/nTI1edjLj6fcvHpiPnLLulK075MyJ62WX055uSzIcdfzth+PuHuyznHXy9ZfzXn6Ofn3H09Y/m8TecipH+hmTyKWD5vcf3tIQfPEsRIobpdeoOE/sRnsJYc3RiOrjTzC020VthDH7nQdDaS7DrEvzDYM0k18yi1XWptgd0NqCpDoeFQSRJKKtgtVdQaNTVszjWT7a67zzcSZyjQB5L8MqD7JGX0OmfwKie7i+mcSPpHO/qktZYMjwSDfZ/22t+lAZ4okrWgOfIRM8HBuWT/UUDvTNO7DvEngm/ZPg0pyVaafOFzuDFMzyKGtxGbrWJ5pMiXGtH1SVeacCnxJj7+oaa5UDhtj+wiZPw0Zf08ZXiiuTyNOdqXXB/mbI4yDo4kqzPF2W3Am+cRzx6HPL4zPHmkeXanefs84uXzhIe3La4/6XD+IqO31jQin2ZbUA08KpGh0fGoZ4KCayjVI2Q04fv/FPjPKVoepbqg9F5cKTYEBcvdAavlUbRsyq6H0/Ip+y6FhtwJrHWXoh1QlYaqH2DrgHCg0BNFPPWxU009UdRSRbHpUmgoik1DsfH+IGl4FJru7sCpujvQrzkU6pKipSjXFGUroGTr94eRoFDzKVjq/SG04/qLlqZU8ylVd0JwqelRsDXFmrdzBDk+JaEoCM2eIylKScmXVIyikeyorUJDUgw15UBSshTF94MVopWQDQIasaJhArxUofo+VcelWNOU6j5lV1ByDOX3lsdKaAgWIc3MpxJGlE1MyRKULY0lDHVlcBNFOA7wR5qy6yJjxe1txMlWEU81w1NNa98nnriMjgSj6wC351LyPMxE0mx5VJRDzRiKwlBpRzT6kkqmsdoJ/qzNcJniiZCa51Ft+jQdj/5U0dsYpseabO0TrwR3T0Nu7wynzxLOryM6E4dg7tNZCMaTiO3JkJOjCeNZSp7n9IcJg4VguNDM1obDM8H2ynByGbC50Ey3mvWVZvPIcP004uFlwuuPWty/yLl/0ub6IeLqUcTiQDE5VizONNO1ZLEWTPc161XGYpxzsZxxst9jezzi/KrFbD9hMk8YTxPyjmE6CHh+3ePysEevH9Aap7SnPUabHt15CxEadNrB1TGWNphWwtEmYbEfMT+MWBwY9k9SLh7lXN+GXN0G7G8NqyPF2XXA5aOYwwvFw7sWFw8Rg2PJ5Drg7FXG7bsW588Snrxtc/e2xfnbFqcvd4fD1cuUgycx6/uE0aOYw1ct7j5s8eTjnEdvMo5ftrj/pM277/R59mWP7Ucd9t+2mbxu03uWMbmNOLg2HD0ybB4ZFmeC9ZHP9kRzfhpydpGyOPRZnwnGJz69U0HvJmBwKujcGAZPYhZvctZvWizf5Oy/yZjcR/TPNNncZXQm2b9RTM8EkwvF7Fwxvzb0H6fsf9pl9WGbyZuc/ouM0csW07c581ctZm9anL7JiA8kZuIzOJH0TwTzrWR1GzI513gLj8YoxO/G5GOf8b5kuPE5OBOsT316Bx7zE5/BRjA5VkyPd8/lzST1ZJfX7Y197KFLyXN32p6nKLq7Dj8+DhkdG2aLgHwhGB6GLC9CZheG5U3AwV3I+nHE9EnK8k3O5HnK5DakcyjJ9wXhxCMeecyOfPqHgvREMT6VZAcCdyZxxpJwIRhuBPNzxfHTmOltiOhJ4p5mvBGszzSjpaB7pOida5K1pHUoGV3uVs6Ha0nrSKDnHnIZkaxiREuRLCXj84DVfUxvJrjbttiuNaermMtNwOVBh5PjlONzxcNdwNOHgEcXitsbw82F5ulVyvYwZP8qYPUQcXwZsb1PWN5E9E4k2ZHCilz2aj6lhk/J9ik1NH7Y/mc4/u0FBWvH4RffC6gFS70XUl32Gj7Fpks11NiZoGT7FOo+e7Xmez9/QNGVFJs+VqBpBj52IrEij4LtU/B8Cr5PwbLfdxU7cC5UGzsHQNWmUNtpCcWaT6Fms1drUqx6lGqaclVSrO2AuFQPKTVDin5G3W1Rsnz2LG9nZWoqCq5LoW6/vwZJxVLUXEFZCvZ8yZ4vKfqSspYUpUclVDQ6gkLToVAXFDxNLVNUpKRsG4qupOAFlP2QahJTMwEVV1HxXIqeR8FR7NUd9poeBV9TVj5lHVBwQgq2piwVVW2oaEXV9yk3d9N6JUdREQ4lrSgpQ6FhsFJN/zSiNZG4WUgyFQRDgej45EuP2VbjtgUlpahEwc7TGyiavRZWusszqGUGq727JqsVEB2FmL7HeCXpzySTpc/j5xHXL2M++jDl9auYNG+yWgruzjQnG8n945jHW5/9hcvxVnF0FnBx0eLquM1yYci7AeOlpr9w0bGPDkNkKoknivXWcLCVJAuPxbFgdS45PJfc3Ic8uos4vgxYXRiOrkImm4DeRLE6iji6iDk8Szk4jjjbxuwfZoyHGavhmOPNkOUmJOxp6kZT9hQNP0SomDQK6LVD+r2ApBXRjFKsMMdrteketJCZwU9S6jqmLAzNQJOOIwbLkO6BJplKVG5oLwIOTiXXDxEHp5qT84DtpeHwKuDiIeD2ccjVfcrZeczVk5hHH7V59kmHu9cZ549jHr9rcf9RzvnzjIc3LV6+Sbm7j3hyF7M+kayvDKf3IWcvM24/zHl41+Lxs4SzxzHru5D1TcD6IWH+NKH/OOXwUcDxTcDyQrM8kyw3gpNTycVFxOPHbd49G/DkIeb8WnN0tOOOF3cR4+uAxaOQzbOUs7c5xy9Slo9iFjcR/auA4CjESnycnqaz9ultBMNjwehUMjuTbJ7ELB4njO4iZo9jFvcxk+uQ2U3I+towPBUkc4FoSaptSW8tGR5LehtJ70AyWXvkK59GR6G7hu5Qkc19OqeSdOnTnklaM00+k3SHinbHMN8XjGYezY6PGAicjqDo2OzVGhSbgrKtKTcVxbqgGAjUSjJcheS9jMFSsDiOSOcB7QPJwY3m+JFhvtWMjiXjjSaYavypIlho1EAh5wI58AgHgmwpaW8knYWgvfII5j7NtoeY+XRWPqtjwcm55vg2ZHYVML8MWF8HDE4kw/fvWXctCLoCb6SQE4m/ENRzDy/zcSJJ08SkHUM+0kRjwXBr6G4Eccuh1wvphAG9tuRwX3K5STg7NEzngv2N5OracLj2uL1R3F0Yjo8SllvDYC04ujZ054qoF9NZZqSbnbkjHQuybkC7G5N3InyliLL2P53cPdtevnfK+DsArUeUGiGlxo7fLzc0pab/XmR9Px1X8yhVPQoNQ7ERUvJiSk1J2ZVUAo3lSEqNXTVctJyd5dLadROFuvce6G32Ku5ua2DVo1D1KNdCylZIWUQ7WqcZUKhris2IohVTaqQUmwkVO6fm5RSt951Jw6fgmN2cwXtrU9HaXU/R2i1w22vYO7rHERSsBoVak2Ld44Nqg0JDUK57uK7BCQLcTkojN1RCTcE11IKcQigp+Zq6jqjpXQ7BnmcoKoEdJdRSQ0EJ9hzNXiOiJMPdNF4oMMcB8iSgNtGUQk3B0ezZgr2m2Gkn1q5D2XNC9hxJyRFUhKISSfyuJJlK7Lah6O66kKKtd5+DG1LWERUlKElJ0fYpp5LmROL0FMFMcbSVPHkacrZVXJ8HrOcBg5Xh8knEm1cxm7VHb+azWksuTyTXp4qThWLU9egOXcb7HtlEo0yIMiE6i8iHinysEJHCNxmNWOMOJV5fE48V7amit/DoLD2StWFyKmkvBOFAMpxqRrMA08uIehmDWcxoIekvQgaLmOUmZDrqEcU5w1GPo5Oc6UFAw4hdJ1iTu+Kh4VGoK75VkXhZRjaKqCtBwRH4YcZynbJ/GDNfRTSVouD4FFyXesfH7fro3KBairId44iE5SLi4Tbj6DLk+j7l6lnC1ducp5+0efmmxdFVxPWjFqd3MTcvUs6fJDx9mfL4acTZ45jFbcT+VcjpQ8TFXcD5k5Tnn+w0ju11yNGNYfMs5fx1i8dvMp5/lHP9NObsSrF9ZDi5jxhuFEfXIccPGbPLmMU2YHggGR8KDq4N3SNNMJF054bju4Tt64wnL1Pun0RcPY2YXQeMt5rja83hbcjhTcziMmCyr+gdG4JDhZho7FwSDyThUhDOPOKVT+9Ucvgk4vZVwsHVzrGWngf4HQd3KncrVDKfhtFUjcROfURH00gU1UAQjgzjlUAqQ9M36FCS5JKwL2gtDGIgaSYBDRXSNIq0b/A8hU4EUdvHTTSNNKDYcHeMQ11QaYZYzQhXprgixNYxbhTQamXoaIBOUrqdhKgTEXQiOpOAbBHi9SRi4GOHLhVhKLsSJxY0tMBt+cRLn2jgM1z4ZGuNpW3MyMVMXNyeRAwkeuqjJ4pwoImHkmDuMz3TjM80auwRL3zyA0E08AhSj6qvKLuKSiAo2hZlS1JphtQcjSU1bkvROTAEI5fuxpAMFa4xBFHCeBQymUr254LtmWS2lAwngqMTxWojONwaenNBNPEYHitmi5iDk5R0JnFVghtkqGVIPFdkY0WrlzIcZyRpgIoCWp2I7/+zwF9Xu6VLVkDZSijbKSU7pOrkVO2AUsWmWPUp/n31XfUp1eQuhaeRUvIzSnZEsWqw3RZ5OqLhRLhOStOLKTcNBSeiYO0GPEo1Qam2o2iKlqFY1xQstQP+RkzRiyj50e5gsUIKzYhSI6XUyChaCaXaLo6u0DAULEmhadizg/f3NUVLUWwYSvWAshXv/MWWodgMKdiGQlNRbgbU7JBqU1O1I+aTKY+3+6y6XaK4TcUTFG2Dpwccb885uVzTdHZ7MwqNgKIdU1NtykIznK/5/O0draGikUuavZDVcZfHtwc0paGeBtTymFKc7g60hqbYEJSahpoX0vAjipZ5Hw+oKNUNTZEisg5WGGGFIQUnpGi9f+1mQsnJaPgdGm6yu7ZGhCMN/XGEGYYMT3NOX3QZHhuCtsTVASIyNJshFSvC7wa054qs65N0NFEs6Y8CpmNBFhtcEaATjekqakpTrClKdoqtEzxjcMKEph9hBSnhMiScK+JhgGwrsqFGDhT2ROOOA5yJodYJqMgIz8nw/AxXhcighWgF6LbC5AadK+JOgKMTal5MqzViOk8QoaTYcCnUPAo1QaHq80Fd8K26ZK+uKLqailGUfUWpqbFEgt9KUbOQdCHx2rvQnaIlqQiFTF1M4GNZAtdLUEbQX0Ycn0f0jzRqEOG0A9rzkM7J7n1KliHJQuMPJWpmyE8M821IZypwIkUz1cTT91XlwGCPFMOrnMPHCatTQ2fuk+4bOoeS5XHIzYs2Z68zNpea0cyjvzT0NprFecDgNKB7Yji4imhtAvypIl4GyE6ASgyiK+lsFJv7mOPnKZcvYy6eB+RHLu7MI1o4dOc2w7lP+8BnvBS0VgHhRtI6D8jOQsxQU40l/63rUstd5NhjeBZw+yZncxHQPdDMLlI+fHfD+cmaNEqpNRTlhk/J9qhIScloiiKgaHlYQUgyyDEqxrMTGm5MPFS08hDfUbhtF2so+JbvUfIdvERjB4qK8agrDy9yqbhNvlVusme51KWg3JC7DrmmseoBbd2j28kJopx2Z8igPaajBvhJjNCShhtSar5nJewde7CbARIUHZdmKIgTQ3sgyeaSdK5xx4o938fJDX5bYA81YiowSw85k9iBpNKQNN0QPwpws93vodHySQ4FvdMA0doVnJ6XkrVzZGioNQNKTfVev7QpS4FoxaQtTd411DyBFWqybsp4FhG3IrKex3TjMV16zA4k4dCltRa4iUC1XJYHgvHSprdS5JOA1WaMjlKKDYXT8elfhbSPNbLnMzzaUbpOV5DNQ773/X88wLW9+Iep2KKlKFkhxWbIXkPRVF2O7x6oWk0KzR3vXqoLilWPYk1SqoWUrIiSE1ByAqqWxvNjXCelYsVUmhGVvwf3pqJUlxTrilL1/XP8gy9fUqjrHVDXI0pNves06gGl5u41io2YQiOi2AgpN2OKTkyxqSnUBcWmpmhrSg2587M2xM6a2gx2j7XCXWfSjCg3DaWGoGTHlO0Ex8+wnJB2q83hvMt8mJK3WtSakkIjwBY9VstTLraHuJ6mVJeUGgFVO8OSbarNEKHavL0/Yb6fkM5C0mnMctnh85enpGlEQ0RU/JhG0sOK+hS8hIIXUfdTfJPixm2KlmKvHlKoawoNjYx6tDoTaiKnVI/Zq5n3TitNsREhozmh6dPJZijZxnJ6tLIu3/v4huNln9liwM3VBJVrmrqDZeeU64ZiNaHUSKm6CQ3PIFQL0R8RRm3aSZdJb8bp/j6jyQTbjdmrRxSrIcVawF5j92VuuIamE1JpGCpOwmbT4+F2zP3jAZ98/oibp6d0DyboSRs/zrHDDl53Qise0sumRPkIlY+I9YhE92jImLqbUXdSKjKhagdUaoYkmuD6yc5WXPeo2CENleMGXcJkRt6aEUZ9JqMFtswwaZ+qG1NoJHxQjwk6XU5PRswnM2peTLEZUG5EtPs5h5s+6+WaJ4/Pub0dszrvkxz0qKcJRTvgg0ZAsbET8SuWQqUdGmFE2Y5wo4jJaUrUMZQaPoWqT6WpqcuEgqUpO4qCI2magMVxyng/Is4N3WXA/NDQ+Cf0BwAAIABJREFU7WesNhlPP5txcd8jbGVYrZxGLHG6EXKqmB7FzA8DRFdRcn0aQlJvKgqOpmYMYSdgfxNx8zzji2+O+OYXb3j+4oT+qM/Vwz6ff3TN4+sJ19djHt912b/KaZ0lHF+mnF3l7K9yLk+nTHst7q6nfPLmgI+fTfn42ZiX90u++fKMh+2C5XLMs+sznp6d8PjihMjkREGO44Y4Zpe2VnY0lhuSd2YY06Za09SbIeNRRq+VkQQpvVWXbBwTtDLqWlG3IlSQ0Z5OMHGHOGrhConvS6QKCbOcOM3xRIpWGU0vRouUTreNDhKatsL3UjqtIbc3RxzvH1Gra4pVQaEmKVqGUsNQqHrUbYGJYmw3wbIkjuvR7SdEeUhn1iNOW7gqpuL5yDwgHRh0T+ElMVUnolYL8O2cej2kVNM0hKEeBLgdjem2kWkXX7eJ4yHKJNgixvU6uE6GJzIcJyEO26Rxj8GkhZdKoqTL5qDP9cWczz495/mjS15sF1wftjjetJlPWyRThVkJ3FRycBLz9Wdrzi8mfPp8xfHBmP5wTtLuU/IkhaZDLXAJZhK37yGHgmAtaC0lh4s+3/yTXT3bS8qWz17T+wdQKzY1BUtQ9iLS1QFlx6PgG4pCvffzK4r1HQCV3JCyCCnZhpoXYOkYJwywtEdBCIqepGhLCk3/faWrd5V/Xe4OHEu91xj07nRvhJTciJJtqLgJlupTrqeUmiklO97dnJSiF1Nsih2F1FCUHH83bNbczRmUmu/ppmawOxRsvaNJ3N2ipqKjKDkRZdtQdWKUzEk6CSqL8NKMqgopioCKSgmmA5JpjCU0FTug6QdU3ZCS36Jkh4R5h+VBBzuTVI2mqmOyfsZslmEpD6traPQCanFI0Y/Ycw17jt6FcnjhLhXK01RFRMVXFHxBPVDoKMQxLdzUUA0VJSeg0IwouiFVN6FuWlhxSs03lL2IZpjSX2XokaA1HbJ/kdFeCjodg4gM49ERs+k+jja0OhGDviZNQ9qDiDwJmI0My1nKqJ+RJzFhEOAHATURULIDKnZERRo8o5EqwnIjajJlOM05PGizPMw43A6ZHfcJZm30oEPQSvHSFHcwIIxaxNGQIO4hoj4yGBGHbYxKaIgWNZVjqRZ1P8BqGMKgj6PblDzNXlNRdiPquoMTDIhbU/rtCUHQZzJe4IcZIuxScyIqzYRKIyBvtzm/mLHc38fy0t02RCek0w04Ou5wcLzm1ctrXjxdsL3q0l32aJh813U2IypWSNmSlC1NU2eU3YS9hsbTEYvDDJkElKoRe7WAQv3vO1dDoaZ2UYV1j9E0pDcM8TxBFEs6uSJODKtpwK/94jWf/uwJo7NDZH9O0QmoeBF+ohgMQ3r9AFe9t1TX/d3vrqoo1hQNR9IZKW7uIn7yo5f81R9/w7/6za85P9nw3a+f8KPf+Iov3m358vML7u/XbG9GrC86vLqd8PpuyOV+l4fzA87WQz58seTLTw746Mk+Ty77XJ/mfP32gPP9AY7v0+0kTPpt7k6WxEkHo9o4IsZPOtQ9Td3WNJyQIMrwvIhKVVKxNe12Rhhr+nnO6XbIct1hOp/RMCF1N6cznDBaTInDDt3BCD8MCdKEpJuT9nq08y5x1KWdD1BxlyTJmM2GtNpdKg1FyZJMlwe8eXnP6XYfy1OUarvqu9AQlBqaYl1QtxXKGIRKqDYl9YYgT0KiNEb0c1wd4khDw/cwbY1sRzRjg4gDmiag5miU6uAJSd1xqLqShgrxBgFJO0EGOZ5IsGRExZbUGgqrGdH0Q/w0xdEJ7c6QoJPiD2OCtmY+77Ba9OhOOlxdz7i9mHN9OuBw2aI3yMm6hu5E0J0LpoOAo03E69cL3nz0iNvtAfsnR+STASLt02x1aKQx1Sillmv8Xhc/6+G0U1qrPpPFgh/8Y+A/Pb+i0Awo2GoHzLai0FS73RoNxQdNScH2KXqSkqspNoL/fyeHvWuvK1Lv/PkmxmtF+AOB03Gpxz5WHmD3E0qepGRLSg1D0X7PU9uGYsPsdvBYktJ7ymd3QJj3DqCEgrWr9IvNiIId7WgjJ97RNrah6EQUHUPRljuQl4KyNLv/11EUPE1RhJSDgIoJKamQojFU3t/KXkq52aJqQuqJoh6FVHRAOQhoxAGN3FDuhlTjCMfE6LSFJRPqJqWiJeUwopxkVOKYUhRTjSPsfkI1jamnEdYootkJsKKYchBT0uEuZDsOqCUBRakpBxFeN8BpaWqxptHxcLoCrx0TriR67lHNFGWTUDUpRRFQEhG1MKIchZTDkHISUO1KrJHE62XIg5BoKRnPFKqn2D55xctX9/THNutTwcm52PH4Y5f1ZBd+fXIoWIwE3Y6kP/UZLTXdSRvdilCZwm8rWl1NMghQmUZmu7jMZKGIV4ZwYWgvBL2Zor0IGe0HrDcxw1WCHmuyoSbvB8RtjWlFxENNNtIEwxAzTMn7MUkWIryMXnvIdN4j7iTU5S6/tljfifxFK2LPCijaIY6J8SNDzaRUlKIRxMStgN7U0JqH2JHa0WhWQFUHqJYgaPk0A43OQtKOojc3HBzF9JcB8dAQ5il5PyOfxeiRIZsHZMOYaCBpz3zWW8NwZQh7CpFqdGbQ3RCZRpg0IOx4dJea1WXA7FDSnUjmB5LVVjM/EBxeaA4fQnqnAjVoEvQlsqcIF4J4LegeK4anIXqssFMPvx3QUAE1oXAjQzw1jG9Cju8M9481d49Dhgce8cxlfCBZnaYs90NGG5/p+3Cd+HiXg51vNP1hyGAUY1KPwUqyOpWcngc8fZFy8xBw/yzm4Crn9KbHzWWH/VXGcBDSCAR1P6AhNFboU1EBFdfgBRF5P0JEEbavsT1Nd6DJewod+UQ9H7+9y84oK0XThLg6QGYaEQgaWlF11U4DdCQ1ZWjYAbVmSNnWlOoG301Quo30WijZItAdjGmR523anQxbKyxHUPVtaq5PqRlQqhuqTUVNa+rGpSENXkuTDzTBMMCZRFhG4mcGL/XxMg9/4CNGHv7QxQ4EVc/g6gCdKIKWi50o7FwRL106Ux8dhdSbEU4Y4acCW0ss11B3NDVbUrc1tgzxRhI19WmPfILYJ4017b5iuZJMxz6jmc9i4zJbekyWPpOlx3DtM1j6DKces32f4dpjsa/ZXycMlhle1qOetHDHBr0fEM4UaR7RmeVEk4xGO0UO+/+MuHt1TSVpUU1bVFsptUFKo9un2Z1idUdYQU5ZJJR1gqUyqnGHogooyh14VhNNNRS74PNI4aYKNzNYLQ+v6xKsQwaPungdj0rk0wwEzWSnfFdygRVLfO0hA03DdKhGMTUdUlUxRRlRFNEuo7Wp3/Pzhg9sQ8HWfNBw+KDeZK9u71ZI2B5l41HNbKysSVm5u4Qu4VGOHOppk1rmUIptSqlHOXGohDYlx6ckfcqJpN7ysGKHWuJSbknqHZ9GV1NqRdQyTS1SlIxLQStKsaLRdmjECfUkphL4lCON1TYka43dNdTyZBcIHzuUjaQa+1ihSyPzaLQ9mn2BlXtUI4PV37kKrEzgDATNkYMzdNFrD7VqUB14VFoZ5bRHIchptCOauaaaKayOT7MncCYRZiQI+5pkrhBDQdDTmMQjbHl0h4K83WAybzJdWmS5RWvYoDex6E3q9Ed18p5F0HfJpw7Dqff/kfVea3Kd2ZnmBbSqCCCRmeG99z5iR+wwO7y3Gem9N0hvkD5hCJAASJAECBK0IKs0JXWpVa2RKam7q6SSep65rXcOMCddOliX8C/zr299LwGfAYdDhcaiRm4aRuuW4wzKsXuHMXlkeAU5+aaLbMOKmNfjl3S4kxZiSQNSzs3IbBix4sAU0+BNqPCKKtwJBYaIBZdoJpJUERR0uKI6QqKORMpBIGAnFPKSSlmJCEYsXg3DFjV3NTqGlQaGNQZkWiMWkw6nT4HRoXq/aLRo0DiMBIJ6XCENhoARmUXLXZuauw4N9rgOX0pPPG8jELfhFOyEMm6KRTedhp1iw0Y8a0BIWwhLVoSSjURRj1gyEJRMBDIWhLKRVMtMtGwhVDAjlvVEqkZceQuBvItA1kIsayTdMpHuBsl3wuS7LqSiC6HoRCiYSTdtiG0XoYqbcCFEKBvBlwvgz/lw5GyE8maEuo1AyYw7aiGQNBOIObDGHLjjbkJFK+mGh0LXRXHEzch8gs60hCMbJFwP05iJU57JIHbTeDNhTIIdVczEcFDLcEiNIShDF5Ix6Ja9Zyok5IQLSrI9A+GKBndOiTerxCOp8Kc0+OIaNEElSruWQa0OmVGGziVDbVUh12nROLQ4QjL0FhVynRqVVoXVqsXm1GB2qdD65Mg9MobMCobNCrQOBWrzMGa7Ep1Fjtyo5I5Wzy+G5fzFkIxfKlTclqm5PaTngyEjvxwyINMZ0Hl02J1GrA4LRpsVp9OC0Wtg2GvE4FVj9qhQeRUMeZTv34VOzV2jmltW3XujNYcetU+PPaDAEtKgDmuQmxUYvApU3vcOnBq/ClNEgTGqxOhVY7Sr0DqVmP06rFElKpcKjU+JTVRgiSnR2TWotDpUFiUKm4JBrZohlZpBhYYBlY5hlQGNQYfBp8UcUmKLKNHYNZjsKhweLYGIjnBITzSuI5XSEY2qiUblxOJywqKCsCDHH1ISFVWE00qEhIZkQo0nokNnMSA361EElNgSCpwBDVaXBntYg8H7/sre5Nf95z/+UruHqdjEWGmirlQwNEew1Edxd+ew1qbRp5ook2UUqTzaWAWt1EEu1VGma6jzbYy5HsZMGU0ihy6SRx0X0AlhtLE46kwCYzWNp1fBkE2jSecwSxK2fA5jo4Kx18HRH8E3OkJ8ehZx4pDE9Bah8VU8Y+s4J9bxT2ziaa9i76xi7yzj7K3gGFvF1Z3F2xzFVOugyY6hz4xiLHWwNrtYGiNYan1MtQ6mSgNtoYqp3sRYrWHMddBk62jLLdT5Nrp8FVO+ir4oYa6XcI/08U+M4h5pYG0WsXY6ONoTeNpzuKuLBKrLeNvLuEe28M6t459fxTmyibE5i6Hax9qcwtefIzQ2R6A9i7s5h7Mxja05gqXdw9Fp4++OE5ycITS5SmzhHuGZNYITG7hm1nFMreCdXMM3tUpoeoHQ3Ayx2Vni09N4Zmfx9FexN1exVheJT8wQ7Xdxt2uEum0SzT7C2CThyTKeeploIYM/FcVTcOOR/PjFCNFkmJgURCwHEMoCwWKCaDFFspZFqJeI9RqEx5rEJqeIjU7hroziKjRxSSUsuSZGqYCplMVXTuKtiFgbKcSxGuNb68yvrjO5NkZpYQZpZIny7Di1yTmWTvfobM2TmlqkOLdObXWJ1r0l6rtrTB2sMLu/xOT2DGPrPZaPJjm43mBxa4F8c4RcaZJEs0eg08TT7OIqjuLOd/CWagRKDdKtOmK3QqxeJtosEO4XqMz2mVpfZG57keX9ZbYO19n/8JDTx0d8+PEhL19d8vrtFa/ePubz1094/c3HvPn+KW+/fcRHnx+xuLdCcW6O5Ow08flJ8tNNir0msVoLodUhPdKmNDFKrD9CcnScan+c8vgEwkSf6GQbYbRLuD+NMD1GfmWW7voKo6sbpPqLpOZmyS/NUVpbJr+7RWp9n8rCEY25HbKLO6TGdglPLJNZWKa4ukhmaZbQ6AKxmQkK/Xly46tIU9sUptYorW1R2tmmvrrHvcsn7Dx9SWXrivGDR6w/fcHM0+dUj2+Izxxg7y5jb81hry9gakzibE3gbk1gqvcwlpo4Gx2cnRFC030szS62ahNHNYulWsSaK2MplDGVqhiSVdReEUU0glZMoonEUQYSqNxJtOEoKm8QuTPEsDuM2hVD5/NgDLpRhu0MBU0M+szI/BaUYSuaqANT2oYuasbgN6B027lrs3LLYOS/6A38hdrAbYWB23oTtzQGBmwmVCED5rgGX0xLKKpFiBsIiWpsggpv0kggqcEl6HAKavxhA4GQGWNYgzKoRB/QoI9pUEc0GAMqrEEFlpgClVuO2q9E6VYw7FeiCskxRuQYo3JsghKXT4nWqUTrVWCLyTD6hzGFZJiFIWyxIfwhJXaHBpVTjtynRGGRMWwZYtggY8igQqbTobUoMIZkOOMyPPFh1K4hrN4hbB4F/oCacEiJPy4jGlMQjA4TSwyRTA6REgfJScNkEzKyopxIQkYkoSCTURAR5JjtSgxGDWqXHFVwCLlNhkavQG1UM2xSc1ejwGQysffnlg2NyQXEvWeIh8+JHX1C4vAV6YPPyd9/RWrvc2Ibz4muPSK49pjAxkckNl/gP3iGf+djIvc+J7T5msDmS0ILL4hOPic0c0N48Zzw3DXexQd4lx8RXH9CZPkpocXnBDc/JbL7gtjepwinr0jc/xLx+C2py+/JXH5H9v4PZM6+I3n1LeLZd6TPvyF1/xvEw29JHHxD+vhrpPtvSR+/JXf/W6SzrxEOvyK2+wXCvc8JbX1OZPcLYtuvCW9/TmT3GaHN50T3Piey84rI7msiu58RvfcFoXtfELr3iuj6a6LbL4ntvyZ58pbsyVtyJ6/JHH1G6vANmaPvyJ7+QO7ie/Ln3yNdf0vh8jsqV9+Qu35L8vRr4gdvEA5fIxy/JnXyJeLRVyRP3kf65Cuk0zdkz79Cuvoa6foNhQ+/pXj9A/Wrd9Su31G9+Jnizc+Ub35F6fJHpJsfyD98R/nhTzSufqJ5/WuqNz9Rf/Ajpct3FI5/on71A7VH7yjffE/+/DtqV99Re/gd0s035E5eUdh+gbT5hOThNanDB2S2HpLZvqF0eEV594bqwYcUDp9ROviYyvbHtHZe0rj8lPqDT+ncfE3z+g3S8efE9p4Q23hEfOcZ8a0nJNYfEpq/wjd/ibD2gML+E2qXn9O/fsvoozeMX3/F+NGXjJ58zcT518w9+ZnJD39k/Mn3zD79FXOf/pqNL37NwZtfc//tX3L9/V9z8d2vuPzmB1786jd89tNvOHz5Ne2zzyjfe0354FMq+5/S2HlJefdzCjufUt7+hMLBc4onz6gevKB18Ckjh8+ZePyM5RffcPDm/+Lq+9/y4sff8eWv/463f/dP/PxPv+e3v/9H/vEPf+Rf/vDv/POf/sg//fGP/MOf/sQ//Psf+O9/+AM//N0/c/zlb5h4/C2jV19Ru3lN+eQjKusPkeZOyc+fUlj9kNL6E3KLDyhu3VDfvya3/5Tk1lPyW8/JbH+MsPeE3O4TuvtP6J+8oLv/jOL8A2prD2jvfUzv5EPaJ0+p7zyjuf0x9aOPKOw8Jrt0Q3Ltgsz6KYWdS1IbV0SWz4ivXZBdvqS8fk1h64rC8iOKG09o7j9j5PBjlj58xcrzt0w++JLJp2+YefEj00+/pf3wNcWTl0j3npHZ+YjE7jPie0+R9j8ife8TYqvPiK4+I77+jNj6C8TdZ0TWnhJefoZ/+QnCxiMiqw/wrj0kuvKE4MJDPBP38U2d45+7xDN1jnv6HMfUCY7+KY7OfeztQ+y9fey9fayjmzjau1hbW1ga8ziaCzh6Czgm5rFOL+CaXcQ7NU10epJAawZrbQJttYuy2EKVbqNKtdHlWmiTFXTZNpZ2F19/lFx3hMpoi3qrQaFbIztaojw5gjTaJ90aoVhtM9bs02uPkqx1CDY7JFsdkr0Wvl4TZ7OFs1nF2mpgqNQx5OsYMiX0yTzauIQum0NTyGAt57HnKpjzVdyVEv5mhUCrQ6DdINTOInaS9OYaTM90qXSqVEY7BCpN/NUa/lqOYD1LQKrhleqE2iWk8STFfpxI+X1EpQS+UoxAIUWwJOKoRXHXE0S6SdJ1kVxRJNcokG/kSdbSRKoiYilBvZqnUMwQFFIEonmCSYlQIYdHlPD6M/hdGbyhDPpQFnOixd7+4f+Z+FszSySP3iBdvSH36A3Zi7eUr76jdP0dxfNvSZ99ibj7KeLWS8TDL0iefEnq/ueIR18g7r4mcfgG4eRLYgevETa+IHzvU6L3XhLb+5TEziuS914h7n2GcPCS6N4niAfPSR59Qur4CzLnb5EuviNz+iO5858oXv1A4fpHpOt3ZM7ekT3/icTlOxI3P5C9/JHs+Q9krn4kdfUt0sX3SBe/pnTzjvz1d2QvviZ9/Ib48Rvix1+TOnhL7vgbkqdvid3/CuH+G5IXXyKdf4V48C2p46/JnX+JdPyWzPFbxOO3iAc/kDn+meLpdxTPvyd3+C2Z0x9IX70jd/4jxYt35G/ekXnwA6WbH8lf/4h09QO56+/JnX6DdP4N6Qffkjp9R+b+r8hff0/hwfdIN99Ruvme0uX35K/eId38hHT9KwqPf03p8teUr3+iePUzpesfaT74ieblT+Qf/Ij0+B3V659oXP5I4+EPNB68o3zxM+Wznync/zWVm1/TePgzzQfvKF28o/rwHe3HP1K5+ZHCzTsKV9+TP39L7vRrKiefUb/8lNL1F1TOXlG/fEX3wSv6F5/ROf+Ezvlzupev6N98ydjTV4w9fkn7+iX1y8/J3n9KcucpmXtPiG9cEF3dIrSwSmB6jejUJsXNHcbOLpk6eEp37xmjpx/T3n9Kb/kjRu69YP7Ja2bvP2Pq5Bnrzz9n+/kbjj/7htMX73j01U88+/4HXnz7jmfvvuLN7/6St3/9Ow4+eUP58BnZg+dUd55QWH5Ice0R2bVH5NYfUty8obj/iMreU9r3ntE9/YSxs2dMfvKcta/ecv7dO27e/SWf/vRb3vzlf+O73/2OX//+7/jdP/0L//yHf+MPf/oT//b//iv/9qd/4w//+v/wh//9r/yv//gDv/v9P3P95Q/MPfmcscsvaFx9SnnvhtLaOdL0CZnRE1KrN0gL50gLJ+SW7lPcvE9m+5L46hXJjUviq6ckli/IbZzT2D5ndP+azvElhZUjqquXtHav6O1f0tm7orB9QWb7mvLKI7KLZ2RnT0nPH5Oe2kNaOScxf0Z47j6RuWPE+TOSq9dIq1cUNx9QXXtMc+chE/tXLN1/ydLjr+nf/4TRmy8Yf/k1k8/e0Dr/gsLBczJbT8mePCN+/ILk9lMqO0/J7L9A2H5BfOMjkpsfkrr3Mandl8R3niFsv0DYfkZ692Mim4+JbT0iufWE0Noj/FM3BJceE9p6QGT5nPDCOe65c5wLZ3iXrgjMX+CfPsc9fop/4gj/+DHeyX0CM9sEJnfxzBzgXjrGOX+Cf/U+oY1jIht7hJd38c5vYJ1awzK+jrm1jqm9jK03ja09jq0+g3diCXFimeLMEuXlJaoTyxTH5pHGpxBnVkiOrSLVZ0lXp2mOTdIdmybbGyU+2iU+1SM8NUJsYgTvSA9rZwRrbwRTewRzrYup0kWfbWHIt9BVWxiaI3i7c/jac3gmFohOLZJa2qK0sUd29Zjs+jnN7TNWz2+YP/+Q+d0r5k8eU1w/o7x6QnnnjMLcIyqzl5QWrmltnjO2eURr44Dc0hHSwn3S0yeIi3tEVg8IrZwQXDsgtnOMuHuFtHlJZeWS6uZDGruPyN67Ir5+TXHtgt7GBfWlKzITV2TmL8iv3lDZ/BBp7Rpp8YbyzEdUlp+R3nhf4PePTv6MudsbwdLsY++M4er18Pe7ONvTODvzuJvTmKsjaIstzPkWhnwXW20MR2Mca30UZ38OV38JW3sac6ePuTWGtd3H2hrHPjKGa7SPd2yM4Ow8zukp3NOTBCYnCMxOEZxbIrywQ3T7hNjOCantM/Jbl6S3LohvXZBeuSG1fEV0+YLwyhnRjTPCa6f4Vs4JbF4SWbxAmL6muPGA3OENyf1LYtsnxDf3SW8ckNw7oXR0TGJrF//WDqm9M+LHR0j375PevSC384DW/mOaRw8pnj0gcXSFtHNKaf+M7MkZ2b0DkivbZLZ2qRyckd99QGHzCfnDJ2RPHpLff0rl9BGFsydkjj4kun5AdHWf1L0zUtvnpO89ILV9jbh9QXznjPTeOfntC3LbNxQOHyEdPaZw9ITK/kdUj55TOP6I7MkTcoePye9+TOnwI7LH14h712S2z8nvHiHt3CexeYWwek54/oTc2gPy21ckd/ZJru6TXj6kunNKZucUYfsQYeOA2NIamdk50lMjSLMdSuNdGuMjtObr1Ob75CZGKUy3KM1WqS43KC2PkVudJrfWo7A0Q3p2ichkD+9Yh/DIFM5OA29VINLwEW1GEBpZKhNV5u5NMbszR2V1msbSBqmZZepTc9Qm15k/u6K1OUtufIXKyhb19V3G1nbprR2xfLjNxtUMR2crnJ1tcvXsiA9f3jC/tUhupIs4NUZ5fJxcfZRIaRRnYRxPfQp3o4Oz0cdbmyHSmiHYWyAyM092c4Hpk3V2rnbZvTlk56Nz9j865eqjA65fnvPZVy/57W9+5G//9kf+5h++4a9/95qf/+YNv/37b3n311/z4oc3LD44orq9TnF5E2lpmeJsj2q/RaRRJdErkBrrkG9OkhvpIE5MkZ+dobU4TWZijvDoNNH+GOFmi2ivSXpyktrcPOX5GeKlMeLtKfKTfUamO/RnZsh0ZhFG56nWlknX5gi2pgm2pxBrkyT744jNUVylUZylMVKlaRKj04i9BZK9VYr9DcpLGzRnVljf3GXtwSNaJ9f0Lx4y+eIJMx99TG//I6TVK8Ir+8TnDwlPH+ObOiS2eEB4+T6BqUPcnQ38k3tE106JrV8TXrwiMHdOaPGC8OIpodkjQtOHxOdPCU4d4epu4xjfxNJfx1qfx1qeRlMYRZftoREbyJMVhqJFhoN5VP4sqkgaZTSFJpJCk8igyKSRF1KoC2mM1TSWaghnKY49nUQnphmOxLgbCDDgcnHXa2M4aGfI42Y4EEYV9xMV7ZQkN/l8BDHpIyWaETN6xLwbIekmEjYRDpspJ5xUk17iQRuhsA5vVI8zoccuaFCFFajCKmRRLYqIBoXXyKDfzN2glbteK7KAHW3Ahy2RxBIPYwg78MVdhHNe4s0gQjdKtBel1Mtwb3WM3Y15lkbbbKyMUat3yFW65LoPnbYjAAAgAElEQVRj5AvTFKt1mp0+oxNNFqbG6I5OI9ZnqbQmKTfnyPXHCPeruPp97BNTuOcniCz2SS1Pkp/epL66QmV1E2lmk9TcDsXpA+rzx1SXj8huHJFZviQxcYk0fkl89gxh9RJp9QZp6TG5tQfkVp7+58SfK5e541Bxx2TgrlHPkF3DgFnNLb2JXxoN/FKv4y/02vc+NhodH2i0/EJh4Bc6PbdNxvdYNIuaWxYVtyxKblsU3DEquGORMeBToIir8dUcyGMGZHY1d21qZEED6pASXViNIaFHKRqxpC3YRCdK0cNw1IMs7GXYZ2PI6mDQ6mDA6eSO3cktg4M7BhcDJgcDOjt37R7u2h0MOFzcdTmQh8xoBCPahAW1aEURNjEYtKAVXKgTNtRxB4qQD204iD4eQhmPoBR8KBNhNCkvurIffTmOK+dCI1nQFRwIFQFPNYOzksFYzqEviuhySSzlIs5qDlM2jSIeQx4Lok9F0OSDGAtxdOko8myC4XQSWTqGSvSjSwXR50MYKl5sVTeOcgBHMYxRCqLKhFCmQujSIXQFAUU+gqIQwVAOYCq60WVCqIQiyliN4Xgef7NDtFfF2YxiynqwiGZCOR/2lAejYMcuuHDETHgFDe6QDHdwkFBkmERcgZQaJpNUEI1rEAUZ2ZSSdF6LkNXhyegwp41YJQe6uAtT1Ikl4EATcKHx6bFGlYTSSiKSjqBkItb0Up6X6C2VibZDxGo5bFKFcKJEKNNi5t4JpdEelngBe6aKq1LDV8ujq+RwlMOESg6EoodsKUixE6I2miCd85NMexGyPjKSn2zOhy/sQxmOoIxEUQS9yGN2TAkrDtGGLuZDFfFijgfI1OOMTVQZn6rQWChSGE0iNYKE20GKUznOL9f46Nk2H7/Y4v6DBRZ3Rtk7n2Ntb4LOZJt41Y8zFcCUSmDIhkjWAghtAXveSbocIJIPIBR9hHIW/Hk/QjVMvh0hUY0TzAnEik4CCRvutB5v3UO2l0dqSAhxB0ImhJCPUK5FaXWixFISvnSBVLFEMFUikJRwFUS8xQRiJYU7nUYVEzGFRGKxJM68QDCXQkimkEoVcp0WlU6NlZVJ1o5PyC/t0FzfY+bygtGra4q7V4Sn93GOLuHuLOHuLOLqTuIeGcU/Poe9PoYh08Fen8Y9uoJ3fAtrZxlzdw7LyAzW3jTG2gT68gS2xizm4hRyoYYiVUWVaCH3lpAHJe6GEwzbUwwbBQY9AQacYe56ggw5QqhNPmQ2N3ftdgbdToYCLoYSPuSpCIZcBLPkxiS5scQCKMNB7vq9DLjd3Ha6ue0IMBR2MxzxIAuH0CXsCCkHNSlEMxOlmPKRSxnIpPVkUx7EmJdY2IkYtVJPeWinA0hRF9GEnWjaTlAKYpcCmBJe9KITedKKQnQgixhRRkyogg5kHi8qfxh9III3ncKREtCLEaySgL8cItIKEesFSXZ9NFo+9laqnKzOsjySZXe5TrWWotRMUOlIpOsVUsUKxXqBRrPA1FiFTr9Mulal0azR7HWIjI/imxjFOzGOa7pDaL6OuNgnvzBNeW6a5twq7bltqlNrNCZWaU7eY3T+kN78PXKTG2RG1kg2V0mPrZOurVBurlGfvEd9ep/s3AHJpRP2j47/DLZeLTHk1aJ06FBa9SjseoaNegaMFm6bLdwyGN8rbQxmbhsM3NYZ+IVazwdGPbdNeu6YVNw2y7htk3PHouKuRcuAWc5dswJlQIlVVBJv2VElDch8agbtegzpGLa0DX1oGFtEji2iwSmqsYga5DEzwwHbe+27Vc+QSceA3sRto5lbRhMfaIx8oDW+Z8Aq3qt+fqHRvUchmo0MetXIgzKUITmyqIoBj4IB+3vsodytYNAh4wPje/XHoFfFUFjPsP+9M58iqkWb1WNJmTBFtehjcrRxNYa0C302hDYdQSYEGYpZkcVcyOMRTKITbUDPXa+NAaeb214nA1ETOsGOKmxmKOJhKBpkKGZhMKxBFtUiE3SoEgZ0aS2GjAZdUsNQzMQdv5fbAQd3QnruxEzcjpsYTljRSnbUGQvKRBBFNIs8XGYgkMLfqiOOZIi2ApgzVkyiHlfGhD5lxRQ1YhWMBAQlcVFOJKEilNQgJDWk01pyRR3Fug4pbySXsVAq2al27BSrbmJlH76SG1/BizfjwpAMY4iG0EecmCMWvKKVeNpKJKsnmDeTbLppTqUZm6mTawlE20lsUpmwUERINFheP6A13sWSLWGv1Ql1GwQbHWy1Mo5ahHgvSn5UojESZ3w6Qn8pRbobJJ3zkCn4yJQCSKUQITGIJhTC4Ith8kUwRjw4RQe+hAtL1IMu7sNcEKhO5Jhf6bK8Mcrm3gRzi036ExkaEymmFxt8+vIe3/14wo8/PeXVlw958GSLp69P+OjzY64fLjE5X0CspQnW00TLMRK1CGI9hykvEi6WCeVzRAsxIlKAcCZDvJIh3k0SbuQI1iTEloSQlQjkRJLtLCP9Fr1uh1SpSLldpjVSpDNZZXy6gVjrE26MkG32iedGiGQbhKUqjnKZUKOOL1fDEK3gEOqIUh1ftYVQaJMpNcg0a+R7dRqdBotL02ycn9Hc2Kd174CJ60eMXlxT370gOXNCYHwDf2+dYHeZQG+C4PgUoYl5PP0pTJUW1sYUzu4KwbFNnI0F7J05rO1JnM1xjOVRtLU2psY02sIIMqGILF5FI3XQxivoEhWUsSyKaBZZOMOwX0TmS6KIJJFFo2j8CRTBFLKogCqWQpNJY6gU0VSLmPt1XN0K4VaRdC2Lt1nFVK2hyzVQ5kqopArGehlDrYx1ZBT/aJ/kRI/W1ARj02NU+iOUenXKI6MUu2vU21OUmiOUGx167VFmR8bodxsU211So22i/Qn8nT7uVhtbq4WhWkGfK6IVk+giMQzhMPJIBFkkji4q4C1ImPIilmQMbzaEpxIl3BAIjgRJj/hpt73sLJc5WJ5hrpFnf2mMejFDuRwl3xRJFmuk8yWqdZGRZpaZdpFuUyJbilDKF6h2JCLdCo5uFXs7i6MTxtf1Ex8LU+yGKLWDlEcydFoFihWBXCVFuZJlslunVy+QiOcJCwIJIUwmnSMdTlGKCpQEkUI8g1fMYy3k2T04+D8Tf6FaRO/VoPRqUTjfe8PILDoGLWbuWEzcMVm4Y7IyYLYxYLIyaLBwS6/nlsnIHZOeAYuSOwYZd/5/zf6Q1cCgWc2gWYXCr0KX0BDpurCnjWg9SnQuFaqgFlVEhTaqwhpX4hDVWCUdJsmAQTShiZuQBQwMu23IbXoGzeb3hUdv5gODhVsGM7f0Rm7pTdzSW/nAaOWW2cSAw8RgQIs8omY4rkcmGBj2ypH7TZhSdhQ+LXe9auRuHcqgHmXchDHjRJ+0IotoUYoGXFUn7rIFY86Eq2TDnLOiybvQ5wMYChE0UhSFaEcbc6MSnGgkF9q0k0GfjbtuD0NBD6qoB0XcxlDUyFDUwVDMyVDUgTxmRZkwo07oUYlGNEkT+owRTdqGLGFhKOxlIOJiQHAzmPQxlAiiSPjQZp1oJTdaIYpGyKGIVBgMZokWm0g9iWg3iyfvQSe5sBWtGHIODKIHT9qOkNKTzuoRC0YSJSO5qpFiRUepqqfcMlJrO2nUIrQ6UfrTYZpTKfJTIsl+DKGZJpBLYSkk8KYErGURVyNCrBQlWwzhqziIVzyMz0qsbDQYWWyQHs+QnswQKtURs3Vy5S4z61vUJ7t4W23C431KExNUesvkZqZpzLcYX6qxsjLB6lqHg7NxDi+XaE0WEYsxEqUoUilOviQSzIcwSFHsYh5foIgrWcRXKRApVwiVOsQ7LXJzUyzvL7HzYIvrj0949eoJn3xxzYuXe7z48pQfvnvG//y/v+U//vhX/Me//z3/+sf/yu9//yv+5X/8lt//42/4u7/9gfsPt6ksL1Nenac0O0eqOYFUniRQGUGsTZKoTpKuTZAqjRCujyKOTSCMLRDtzREdWyAxtki8O0G8PUVpcoXezBbjU9uM9JaZ6G8yMr5Da3WXuYVjcrMnZJdPKC4fke5vk+7tkhnbJTy+Tnhqi/j4JoHWBr7WGsWxdaT5Yxozh0xN79FZPKSxeEF38pKp9UfMPfqM0UdfMPHwFTPPvmL8yWtGr17Tuf+S6tEzygcfU9t/Qmn/muLeU3Jbj4mvnOOb2yMxd4Y494jYvcfEF68Jz50TmjsmtnBCYOEY/8oW/rkDnDM7WMdWsHTWsI+u4+wtYW8v4GjNY+8tYusuYqkvYm7P4WjP4enM4+wsY+4u4xxbxtvcwjO3R3jxEM/CHsHVY3JbpxSXj0kvHRNfvU9s6Zjwyn1CG/eJrdwnsnqCZ/kAYfeCyuEVveMbeoePGDv4kM7uh1T3PqS2+4iJvSf0dp/S3H5KbeMjJreesbj5hPGDS9q773cq1ZNrpMP7pDfvk9w4I7p+irCxT2BiF1dvHWdzHmt9FnNjFmtrAvf4JI5+l2C9SbRfJjNeQRpvkJ6tkZtJ0J6Kc7g6xdnmEgsjJQ4WxilkK6QKKeLtJqlKm1KxRKVcoN8sMt3N027mKdaTSEWRfLlAvJrF15Bw1JJYamGc3Sjh0RiFXoRmI0y3I9LqipRKXirlIPVijKlKlpFiCkEQCYVE4oKfZEIiG4uRCYRJB4JkwkHcMQ/OVJy9Pz/gKtbL6EM6rAET1qARbUCFyq1HE3Ahd1uRm2wMme3cddoYdJkZsrkZNFsYMtu4a7IyaNVh9tix+t0MOnXctekYNmuQWZWofGq0ggZv1YpT0KN1qTF6lejCStQRNdq4BktKjS2txVkwYsrZMKYdGOIGlCEdSpcOrdOA0mZkyGblrsPOgNHMbYORW0YLt0xmbpss3DY7GHQ5kftMDPq03A3qGIzokcUMyIJqZH4dcp8OdcyEJmZlyKNjMGBkwK5HHrShjtoY9GkY9KoZDmtRiybUKT3yhBZlQo82a8WQ92LMeFCH3Az5TQz7LQxHPPirUQqTOQbMOgasFpRuA8NhM7K4EblgYTjuRRb3MxwNMiSEGU74kMftKEQjupQObcqAMaVFJWgYDOi4GzBzJ2hiIOLgbsTPcMyONm1Ck3SiSPhRCRlk0SIDvhTReoPiVIF4J4cna0OdtGHJmjCKVrQxB56IhYCgJZrSEBY1RFNq4mkV6bSSUk5DOa+nlLdQz9voVGz0Wh4q9SBS20WkGSHZSJKuZPBWM0SyKVw5gUDei79oJ100Eq3YCdUdlMdEpuaqTC03yEwUiI008eZbhJI1/JUO/e1VShNFrIUqrlqfSGuKcHMMX6tNeLRIclygNp6n2JfozNdYWu1RagiE80GS2Tj5gkiuknr/rZau4Eg1sYllLFIJd7VCqFbB22wS7BVITdRY3Fnm7OaI60fHPH12weWjfbYfLHN0scXzj874+99+xv/8x5/5H7//G373tz/w/Q8vefvd17z88iUXH18ysTJBrtMm3pgk2BknVa0hNcq4CnHESo5Ipog3V8CaS2AulXC2SgitKrFSi1SuRamTxF8P4CkKRJoVMt0RStU+6WwWoVAmUWpRrjWo9+q4cm2syVFSpRlEaYSY2MVd6eCu1gm06tgaNXRSHXu2TqJaIlbvU2pMUqqOUG1Pkp+aozSzxOTaAYuXz2lcPGf06hnzT17Sf/IJzYtPKO88Ib92Q37nQwq7Dynfu6S6c05x9xpx4xrP9DaxjRNSWzcI20/wzl/hW7kivHlNeOmC2MI50aX7iMsXCIuXeBb2iSwcEV+5IDN5TGz+gOD8IaH1Y4LLJ4RnzwnO3sc3cUp0+pzg/CnepWPCi6dEpq+IbN4gbD5E2HhE+egxYzcPyR9/TObgUzL3X5I4foF09QmZ60/In74if/EZ6cvPKF18TffRa/pPvmDk0Rs6D76i8+hrulev6Z2+onfxFd3Lr2lcfk316ktGrt7Qe/AVnYdv6D54Rff6K9offkXj8WtqN69oXL6idP0F5avPKRw/J3XwMdGtJ4g7j0jvPkHc+Jj83gvyZ4+Rjm7IHX5I6/4TOqdXdK6vGDk7YeLkHhs3J2xfP2Lt8B57B4dUZhYpzC5RWrlHdXaD9tgkrekejbk+M3M9Jvs9muVRivUSxV6ReK+Et53D3k5haSZxdtIk+wLVbohaw0+vm6DdTFOSIpTyTup5H9O1FGPFJPFQhEgghpj0ks+ISH4B0eMlbneSdDhwBdzoI0l2/zzxF+oVtBEtLkGLJ6HHLmhRerQMuR0oPC7kVgt3zRaGLG7kFicyp4tBs+H9NGCzcNumRRv0YEkEGfSokdvVyK1KlE4NxrAKfUyDo+jBktQiD7zv9PWCEnNMhVHUYJY0mLN6AhUjgbwRT9aOKW1hOGpg2K9D6bUhdzuQeWyonWbkZiu3HU4GbC4GzBbu2O0MWpwMO5zc9ekY9qvRRfXooir0SQ3yuJbhkB5tXItBsmIpuZB57Qw4zQzZ3zN5FVETGkGLOqTHIFiw5kxoRBXDUTUaUYMhY8FccONM27HFfWhiHuTR9124KWdDEzcjc1lRxTxYU25USR8KwYtS8KCMORkKWVCGbMgiFmQxK8qEA3nSii5hQJMyoBF1DAkGBn1m7gYsDISN3I1YuBt2I4+4sCSMmEQTyrgHRVRiOFzmji9BrFWiNVkkNhLDlbaijOvQSQYMCRO2gB5DSIszrEQQVETiciIJBYKoQEwqyGUU5EU1mbiKfFpOK2OimTWRTGtxSjoMWSfWbABX0ok1YcUasRFMeQllnQTTGmKSCltKgymjJdy00phK0JsuEe/E8babWAsN/GIZW7ZIaWEJoV1FnSpgLDdwd3pYq02Ky2s4qiksCQu+vINgNYDYEIiX/QTSdiJpNynJRzrvJ1kOYcsksYYy+PwSZl8CRTSIVgxgSQdRp6KoUj5ctQSTq/NsXG2wd77G1dUu8+sjZLtxMrUgo5NFfvjmhL/6+TG/efclH396ytxGh6m5aTLtLrashDXsxeKxIA/4kXlduEIRcqUEbtGKJxfAKYYxBARU3gDacAJjNo6r4seSdxNOu6jWbQRTFvSCEX3ajK8UxiqmMDqCWEU3ZslBKuujWAii8wvIrCLxYBqbK4bBHMIccGJNmYhmnegjEe66vWjdNiwBC+qYD108gToUxpQVMTYS+KsCvbEms+uHpGenyS5N0N67R2vvHsnZexilSdSBKtpEC126hVEsYE2WceSaGMQKykAWTaaMPtfHVFxAkRxFXRhFU2qiLtRQiHkUqRLafB99qocsUkYbb6HLddBFSiiFAqpwHkWwiDKcRxMtoA3WUPhLKMM51LEiKiGDMpRBEymgSRdQFSpoyw08U+PEZ8aJT/QQe11CvXHc3Umc3UkcI3PY+/M4JxdxTs0TmL+HtLJDa2OPmbUD5jb2mdrco7t8j8bcLq21+/RXThmdP6azeMTMxhGzp+eM7F8wcnBKe/uS9sEDGsdXlHbPyB6ekTs6J7V9RXLz/WQRXD8itrRPbPaQyPIp6c1zcuvXZDavKO2fUzs4p3l6Sfvikv75JaMX12w8fsr29TM2zs84uH9FY3qf1r1NGjubVDcOKCzsUF9aorU6w9TaErOzo/Sa4zRa89RHZklOzBOc6BGc6uIeb+EfLyBNJSlMJGh2M/THy4yMSpTLCcq1OM1WmulWmX4xTzqWJh1OIyUS1DMFyoE0WV+EjCuI5PXhCvrQCAK7+392uVtoVLDHLTgSRpxxPZaMDW3MjNnvQu9zonTbkdk9DLjdyKw+DF4fw3Ybd1xmBh16ZB4Dd5wa7tiUyPxq5F4NAw49d5161BE1xpgaV86JOW1EGdWgjGswimpsogZ9yoC5aMJVMuIrWwkUrTjSZoxpF+q4G03QgdZvQxExowo6MAeiqB1ehm0Bhk0e7lqdDDgcDJit3DEZGfBb0Ile4m0BU1SNWtCiiGmRhU0YCk5sOSd2yYUp7MQQs6GIGBkK6PBU3cRqXjySi3QnQ3FUQuoIBKp+DBkjjowDWyGCNRvCmAmgzzrRp91YC35MBR9KwYHc60eZiGDM+bBlgqgSAeSCG2M8jFEIYoxY0UQMaOJWNCk7ypQDTdKBJuNElXGiEP3Iwn4GwnYGolYGoy4GI2GGo1G0ogttyow85UaRSiAPlxjySnhyJWI9CXs7hkfyYUx4MGa86JJWDIILm2DGJRiJSxqyJS1SXoeUM5DLGalWLXS6Hpr1BPWmn24nzHgvSn8iRWFEIFRy4iy4cUhBPFKKsBQnUggRKAcQG17SdTfJYpJYQyA5Emd0Ps/cRoeRiS6l5hT+0gi+YptgqU1u4x6Z7gTeQp9wr01qZprk6CTVhWVKkzWkfo78WJVyX6IznqYzmSdUDBMoeAnmvcQLIXKlMKFEHGs8gyORx+YVUYdjqNI+jFkXhkwYjRhGqGfY2F9l/8EZVx+e8OLlNduHi7TGCmQaAjMrdf7rb57z3//bK/76rz7li1cPmFprkZsqEiinCJVymCNOlG4ng8EAarcXayBGqpDCk3biz4m44mHU/jByjx9LPEEonSKR9+Mq+Alk3VQadqIZC4aYGUvGhycbwBqNYnEHsET8uDI+EoUwtWISUyCBwplBjOWxe+MYLFHc3iAO0Uk45cLq8zCod3LX5ELu8TAc9DIYjTLoD6MQBfTZKJ5cDKFcYGR6kXSrS6BbRlyoklpoEKxOoAxV+IU2xC1LjFs2kQ+MHoYsQYb8GQYDaQZsUe66ktz1SdwNFLllzyEP5bgbDnPbF+aWxcltk53bzgQfmCP8hdzEf9E5+YUxyi/lNn4ht3DrjpFbt838cuC9lYpc7+ODYTMfyAzcvWvmzpCROzINCp2OYZeagaCRwaAVRcKBKeEgHreTCFtxhIwMex380mrlA7OFWy4rd4J27vhcDIQ9mGNOpJCbkaiPiYSXetBJMeCkHHHRLQpUohEKHh9lf4hJSWShJFCP+ikKEfLxKMliBl8hgS0dwCDG0MSjaKNRFC4/Mq8PucPPsNGJzOJB6/QTTIr43Ck83iAR0YuQD5Bqh0m3o5Q6YTrtKFerEzy5t8R2N8OHa9O0E3kqqQSNWpZ6pUYlK1HNJelKKZaLEpNpgXIsSiuZoVbI4y9mseVjuAsx7CUvzpqHeMuH1PRTz4qMViRGWmmqqRg1KUmzIDJVEZlIpyhGBUpiipKYoFfOUfJIFD1BCk4vRacHj9+HOZT8z+jFaqfN2MIE7rQVY0JPKGvFk7LhjztwRByoIm5kIRdDITsybwBrKILF60QRsCN325B7nAz5rQz6VAyHdAx69Ay4TMj8OkwRBfaYAlvWhDxuRBHVoBPVmFNqDAkVqrQBQ9lMoGYj2fAT7nmxZR04pTDmbAJTPIkl6kIX06OJO9CJEdT+ACpXApXXh8ofwh4rYE5msOUTWIsJgu0o2W4YserGW3dgyhkxZD3YqnEc9RjZiTLViRKtqQrtmQoTm6OsHE1Sm01jTDlIduJMrzQ5OuqzttbAWwngLwSx5+O4cwXc6Sy2rAdb0k24IhAvhPAmnWijEXTpOI5cCLcQwRL3IRNsaBIJDMk0BtGNRrCiFO3oUm6MaR96yYcu40CTtaBOOrkT9XAn4mQw7EQVDCD3hxkO+VEm7cjE/4+sN12Tq7DSdO+gjEACoTHnzMjMmOc5duzYO2LHjnme58h5Vs4pKSUhickgwNgYMRgwYDAGY4wxGLCxCzDgEdtVdpXb1e3q7urqc073c84VvOcH/ct1E+9az/rWetcYt7smOBkwcsoT4E6jwLDPzZRqYipsYsg7yaBbw7CgYVSYZCpgxOPT4nBNIEWGCUeHCEVGCMkjRIQR4pKGpDpJMmYmk7RQqXro5IKEk1bMcROOsAVT2IpBNmMKB7CF4pjkEC7FgkvVYFY0eCQ7XsWDVJDINONkOnXSpSaRRAeDXMcazWNLlYjOrpIvLBJItPGUG4TqCyj5HtF0m1K7w+zeHEsH86ye67J3MMPi2hy+SBKLHMSqePAqbuSwgC0oM+kPMxVMYnRGMXojTMhhpuQwVkXCGgkhF2LMbK5xcOkKd1/f58ajVzi8vk1rrk6+nWVls8urLz3Gd79zg9ff+Arf/s7j3HVjl92r81RaVaRCGIPfgNHjQxdQGPcFmXDY8Ed8jAesGF1Bxm0+BlxeRiw2ptwOph1OTD4z014PEwE90bwda8TAoFtDtJzDGhAw2QU0Wi8acwC9YMCrmImHBTRmL6e0Ml6niskkMG10Y7YY0TsnGPNPMWg0cnLMxAmNkQGzlhOGKe402zllNnDW42RAcDMs+nAmfVRnsihlFaEcxlOIYVKzjHlznLTI3KF3c+ekxO2WCMd0Xk5NuzhtlTlplTg24uSoRuBOS5hjFpXbTTKDzhgnvCGOmgVuHbNxZFDPbToff6fxcGRQx7EpO7eM2rn1uJ5bT+r5uzsmueXoOEduG+fI0UmO3KHhS3douOXYOLfe8YV87/aTo5wdHeasYYATFiN32h2ckE1MCBq87gmkoBVbUM9Jq4HbdJPcpp3mmM3CHX4jRz0THHFNYXZriZn0VFw6mi49SasO1aon6dCSi3pI+NxErCYSkxPU9FpaDj1x6zSKzULEYUKKOHD5tYwHphhwebnDYOHo+CjHTg1x+5kJjh8f5cjRAW45PsyJM+NMah3oxvVYJ4fwmcaR3RpSwQnCkREisXHy8UnONyM8Mt9gS7RwTy9F0e8kYtaR9zspuf3EJydI6cbIm6fo2fWUzRpkg4aoboq414In6EIb8GByjKNxnEYTHMcbGUMRR0m4DBRkG0VJQDUakC1momYdVY+Oos2GajUTsdmI2pyUpBCy0YaimUQeHCEyNs60ScuY3cba33b8cjLGWNDEmG+SIUGDJTCKS9JhD5kwB3VM+Ce506XjpNvNaZ8fjc+HyWViSj/EkH6QE9ZR7jQMcFJ/muPGM9xhGON20xiD7iGM3gEmgkMMhyY54x7jrG2AAddZRn1fzPZHhEE0kd16LdcAACAASURBVFGscQOhmB1j3MR01MuU6GMg4GFI8KMPGBnxjDPomWbMaWLI5mLELjDs9HDG6WBSCmEPq0RKeXylJN66hNyXSc+r9NbTVOYkso0g/c0a6cUY9ZUcaj9Fab3O0sUOC4c9Nq6usbBZpzATp7uUYXGrwJe/ssWV+2YRykECiTDmqJugFMUdlDBFXGgEgYmIgDUsYJFtjIoujAkBhxrEJaeYCgmccuo47nZw3Otg0OvljNPJaZ+BQcHFUNDAQFDH2aCW0yEDpwN67nCaOWbTccqq4azJwkmjgxN2Kye9eoYFE1N+BwNeLwP+EGfsASYkE9OKDp2kZSyg4ZR/nAHRwIRLx7RngmnXOJ7gBJn0BBH5LJJ8Fkn84uFKPDBETBhEDU6QFSepJSzUM3biWT3hpB5v1MS4aEYrGtEGJ9HLNqwRH9aQAZcySVix4pOtTMsWQgU3qbIfpVTAH20QDLWxhHNMh6Jo/VGEdBFXMs1kOIY2UcDZaOKJl/AlGkiZEpl8mGrbT74Uo9KMoWaDWANmpj0WLH47ouQgEHFg8UvovFE0gTTj3hhT/ih6MY4umsYcT+COhwgVs3R3d7n8wH089PWv8NXnbnDlwX22zy+ye2mNy/du8sprT/POD7/BD996nu987ybPPv8Vvv71K1y595C5rRZKMobBE8bkjWAJ+TEG7ETiHkw+E1NuAY0txJQ5yKTJw5TDx6AQwCDYsHndWAULomxDEE1MClNoJTsO0Y8UlBE8IYSAFznsJBkXyctxjK4ow9YkQW8St1nEavFi9tjQCkZGBSvjUwKnRv2cmHYyZTJhc2kxWGwMa/WcdZkYCJjRBp0klQzFdgN3NYJczaCUmrgzLaalCoPWBCNWmRGLyilvgtttYU6aJU7pFG43Bjlq8nGHSeKkK8FJV4w7zRGGQxlOSTJ32Pzcqndyq9bJMZ3MkRE3twyZODbt5ZZhK7fdqeXWE1McOT7JkdsnufX2aY78H+AfuXWCW49ruO3MNLed1HLklIaTGg23O/TcEfBwNuhhKGpgRDXiUE1ERQu+gI7TVh23Wq0cczg55vVwTHBy1Gtk2DOF6J4kZTdQE6w0gn4yXg9Jt52Uy0Y9FiMhBwj7nKgmG1Wrka7bRdZqJGkxk3Daice8iH4LWouREzYbd+itnJzScHxgnKNn9AyMGTk5qOHo8VFODU6imXSgHTbimtbgcesJhIxko3riqSlSqSnKCRvbjQT3zLXYjgS5v1+k6XWR8xipR4M0ZJm8xU7J4aTk99KR/VQFB3GPnYzgIKm4cEVENJKVycAkU9I0U1Et/oSGpDpNXrBQinhoxMKk3V4Ut0LaH6Qm+qmKflIeOwmHhZTHQVMMkbJZUKfHCA+Nok6MYzdOMuF3/MdwN5pSmRLNWCNWPIoee2gapzCNPWDDHHAwLUxywjvKSdckp11axrw6zAE9BpeRCbuZUa+ZcbeNMZ+T04KDO/0e7rQbGHSNofGf4YwwxBlBw1nPGKftgwwHBhgLDjEZGGBMGGVSNWFN2hHTAZyqD31MZioaRSsoTIt+RkN6RkN6ND4nY16RQU+Q0aDEkEdgwOfHViwgl+okWnXS3QrF+QzxpQTyQpL0YpH8QoX6fIuF9Rn6O0UWdqss7Vc4d6XJA1/b48ln7uXrT97D/Q+f5/KXN7n6yBYP3Nzl+kPrXLjcRsq5mA77MUQVXEoMn6LiUSLoMimshQKOVA59PMaUouLJRpHzElJewpkQGXL6OeP0cdbuZ8IpMuzzMh4wMB60cUY0MCBOMhjUMu43cVqwc6fHye0uEyc8Js4Kfk67/Jx2+hgM2NEKZqb8foZCAsN+lTPmECbJgSvmwhn3MhGaZkCcYiBkZlJwove70HmncHnPIkrDBCMDRKKDROXTqPJpctEJqkk71aSPvDJNJaalm/eTTgUIZcx4Uk70MQe6qBFdZAJzzIBH0eJUxpDUKcKqFlNQj1m0oWacFEoBSr0kUqlAMFXCrmTQRJLogzEc8QgGJcCklMFWKCK0OngLTRKVHol2nXynSmc2T7leQq1EKLfTyLEgZrcTs9dFQLTgCNvQCWF03hjTvgwTziRadxhtUGEqmcaYyeNQ8siZOnuX97n59IM89fSzvPDi13n4oUusrHbpLrc5vL7Kj977Bh/99BU+/vH3+MEPv8nNJ+/lrqtb1LodAnE/E26BszYfZ51uRgJmJgNWPBEXdr8Zo9/PpCvIgMnFKYOLMb2dKYeBcZsenXcKU0CHSzbjDn3h9x91mbB7zUiyiBJVcQT8yFE3qZhAPiyhtSqMmBKEPQkEmwevJYDX5cYgmJgQDEwYnJwYcXNca2fUZGfCYWHEYeeUycmQV4/er8UeNBKPCOR6DWK1Mv5SBW+9TaBZRSjMYRH7TIhVhoQ8w/4Up9wBTnklzngUTplD3KkPcNoRZdBfYMBf5pQ5y0khwXGfyEm7wO0GK0enzRwzSRzVB7nlrJEvnbFwZMzDrWNWjg4buPVOPUfOGrhlyMyRszq+dELLl+6c5MjgNEcGddx2QsvRE5OcHtNz0mnkpGjhTMTGSMbGVNqGJ+klF3Ihha2MRAVOxWVOR8KcCIc4FQtxWpIYVwQiYSdpKUBNCdGOy5TDISpKiF48xHw6RimhEI+pRCIxSopIXw5Q9DjIeV1kgwHisTAByYve42LAF+SkS+CE3cUdRjPHDVaMDolRjY07Tms5PmrGoJeYNLpxGUyITjNSyE4m7yRadZEveelkQuxV09yz1GWvnuFGP0df9FIIeGnH0/SSKaoeN1W/m0pQYDYq0hJd5L0u6qKXUkbElZPQxR1Mqk5GUk40aSP+zDTphJWC5KMWF6kVI+QlgbwgUgyJNCIy1VCAvM9G2WOn6XczE42T9/hI6PVEp6aJT01hHNVx2m7/j+Gumk0zqSq4EyEcMT/mmA1BNuAOuzGIdrS+aYb8ejR+HWavnSnJhEt14RYtOHw6LKIOi++Lg5czgpERwc6w3864Z5pxYYgRzwCDfg3D3jE0zrNM+88wIo4wHRnDoBiZTrjQ5dx4cxJOVcYYkZhUwmj9MhMhH2M+CxNOGxMuL0OCiyFvkNFgmBGfyIhbQig1iOS7+PJ13IU4voIPW8mGt+5DWUiizKWY3Wxxz5eX+MqTBzz57FWeeO4uHnhsnxtf2eOBG9vs3TPH2tUOl+6e5YGvb/P4zU0efmSHhx87j9hKoM2kMWfT2GJZvJEsnnQOczGFmEoTUBM4pTAaIYommsCYlbEUJaZiEQZ9IqP+EBNiBG04zmgoyJjkZ0zyMhi0MhgwMSRYOesxcNpr5qzTyUmPgRMeDae8Jk65vJx2ehkKuJkWbUwJLjRBgUG/yFlPEH3Ah1UWMKtexhU9I5KOMdHKWNCERnLgCllwB4eQomNE1UlSiQnS6giZ8DDl+DTNrJti2kgxPk0jY6Bd8VCrRskWBKSUB2fGhyXtwZ5z4s/JiCk3SsqCkrARSuhxJ82E8wKFukiuHaHaTdNfqlFudgiE85hicbRKApdSxByKMR3N4FAaxGs9fPUKsX4BuSyRLmdozhfJ1BVC6TDpTARb1MWYz8OU34MQdCIGglj9EaZDCabENHp/Bocvhjaexpwu4k5W8KsVYsk2O3uH3HziUV56+Um+9/qzfPWxa5w/XObC5VXu/8olfvL3b/DrX/6AX338Nj99/01efv5hnnz8gIOLK5TaJfyxOGMOP8MmP5N2J3qPA2fEi1mw4fA4GHf4OGVxcUZrRGMxoLEZGbXZOeMyMemdxBrUondPorFOY/FocQR0WL02HHYvHpdIICoRT6rUE0kiHhm3P05SyCF4Pfj0Ih6dF41bx4TLwqDBxclRE1q3QCwVRReKMGr3MGaxMug2csZtxODTE5aspBsJwukGgXQdqVyhUE3hVrKMB9OMyElGwgVGfVkG7DKn7GFOeaMMBFIMOOMM+RIMSkVGpS5D/hIjSoqJWI7RUI7jpgB3GN0ctYscd0e4bcrJlzQ+btWGODrt5Zjew21DVm4bNnHLsIUvndZx5IyeW85O83enJ7nlhIYjxya5/ZiOO8eNnHabGFY8nFTcjOQ9mPNOpLSLbEIinPYznBY4lVI5pcicUQQG02FGwjHG42HkVJBSMkojrtCMR6hGFWoRhUZMoVcs00hmKUsSVVGgEwkxEwtTUyRyagRVjZIsJvFnouiSCoOhEKdEkWEpyilHkFPWAIPjDm4fMnFszM4JjRuNRWbCHsRqdSF4LKgRD6mShFQLka3IzGUkzpdVHlzrc6Fe4P5+nrm4Sj4aoppXaKezNGSJmhqiGovQSajUYjLVZJiqGqGULRMolNGn0xhzQXRFK9aiE385QLSoklALVHNZOoUMBVUik5IoxRQasQh1VaYekWgGg/RFiZlsmpwokbI4iWq1xKc1eCwepoMh1jb+BvxKOs6I4MChmLGEHVijHnwJP86MjDUhYlKdWJIOzBEv3pAfZ9iKU3XilKzo3ZNMeieZ8E4y6hxnyDGARpjAoJgwJ6x40naEtAVLwo4uqGXaM8R0YAC9NIw+MoE2bMSUtmPMm3DkfTgTCQyJJOZkCkcshSYaZVgIMmEPMekOow27mJJDTAdj6IQEunAKuTpLst0iv9KjuzvLysU25+5bZO/+Da49vMP1r+1w72P73Pv0Ze6/eTePfuMxnn7hAZ5+4X5e/94T/PAH3+DVN57gO28+wWvfe5C3fvhVvvv6A3ztmSvcf/MApR3BlkjjzikYMyUsqTruRAGDmsWayOLMqARUEWtQxB5J4kmnCFZVzKkYZ3wiAx6RCUFmKiIz4hUZFSNMyREm/QFGPEGGBD9nAnbOen0MugOc9XsZDpg547dy0uPltMfNdMiOUTIzJTqZCvkYlbyMBENY1TC+jB97zMtU2Mp02MZ0xIVGMGEU3ATjTnyBQaKpSQp5F9WSi3x2ipxqoqJ66GQF6lkfzbydTlWg05XJ18JU6zHKFYlIxosv58GbsuFNiVizXiJJH9lcjGQuipAJECmJ1FpRmv0Elfkm5bklyr05vIkS1kQOfTSNU85iC6kYolmcsR6F2TVys/PUF9pUu2laixVWt7t01hvUFxaYW2yjJP3oPAGsAR8eQcTliWIMJJkMZ9GFi5jVAjapiF6p4o02CUcaqIkW6eYyuxcu8djXH+Kb33qCF1++yTee/TJP3bzC449d4Nnn7ubnH73NL3/zHr///EM++vBHvP3ec7z22ld54dn7+dojh8wtVhFUEZvox+X3YfMI+MIJTEIIrc/PqEVgzBZiwOJm0OljzB5EY/EzbPBhcnjxBjxM+cyM2Wx4gzoCohlBdOFyyihyjHw6TqmYYaaZQpRkLIEIaSGB6A2hWEO4HQFGPTYmrC6G9V5OaV0M6J3oLBYmAh4sXjMOnxGD18qI24RVMqFE3VQbKdR6DSHfwpMuE8gn0YfjjPgzTIVS6GIlnOk+k74kp91R7rDHGfBl0cp5JuUME2IBTbTFgCfPeLiAJldnOFbnlD/FcYfMaX+GO20xbpkWuNUic5tZ4ahB4A6zyB3Tfk7rZY6OOTkybOLWUTO3jho5MqzjSyeM3HJcx20npjg7auJOl4szSojTWYmxXBZtQcGdTaEkmyi5EtqixGg5zWAlwWQ5y3g+zVQuga6sEC6nqMTTtDNFZoo5uqUk7UyUcjpOudihXehTTRaoqSnmUlkWCiUalRylYpxMNUZ2tkCwXsSUz6LP5JjK5BiLRDjj9zPoFBk2ejlrEDhp8XHS5mHYHWLELjEtZfBHCyixDIV6nlRLJd9J0mmlWV8qc/H8Aju1AtcWmrTyJcqFOLVeikKxSSZdIp0rki3m6NSKtGtZypUCpUKRSrlJsNzEWEyjryYwlQQChQCxbIxiJkouUaZSz9NvFUnnwmRzKoVclko+Ri+XoZWpUi2WKeVUun2VSiRO0usnYnOSdLjwOAMYIuH/CP5YOoFTtBNK2AnGHfiiIqGoihBXsMsezAErkwEjGtGLXpHxqTLRqB8l5sYTd2NKBzEWEhjycUaiPkZkLybZgS08jS48gkbUMBqcZMw3wpR3CoNiwp4xYE0YMSQEbMUIlkoAT0PBmsxhiKfQpUV0iSjaeJrxSAStV2JSFDCqInpFxKrGsUpJbMEcanme2nyXma0llq9d4Pw957n+8F18+clrfOWZi9x45pBHn7vO8y8+wEvfeZhvv/Ecb/3o27z7wSv8+Mcv8eN3v8XPPvguP/3Zd3n7x8/x9vtP8f13n+e7P3mFZ958nO5SEUlN4UsVMMeKmOQytlQBc7JAUG0QiuXwp1V8yQjRfJl4q0t8YQ6h1mPUlWTIraKJJDAlo0zKKpOBBNroF0CcluNMRmKMy1HGhQSDUpixkMy4IjEsS5wRQpx1S+iDMQzhGJpwnNFIEo0cZ1JMYorn8SRD2ON+DBEBe9SBPerAEA6gi4WwxBz4YyayRT/1VoRKK0it4qeSEemWYiw34/SbIv26j35PpbeYJt9TSXWLhOopguUYclklXFaRC3HkQopIXqbWjJMvp1CSadRcmUy9Sr5eo9CapTS7Sbq3iiPTxRlt4IrmcSZSuKJpnOkOwdoS5c4y9cVl5i9us3i4yv7dO1x/6DKHN65w/Wv38+hTX6ZYLWDxiji8YSxCArMYxxJJYwuVcfrqGKQKeqmCXW7iinQJxWbIlFdoru5y97338fhjD/ONZ77Giy8/xWuv3eSVlx/m5ov38cxLD/HRz97h97/9OX/+46/5/a8/4uefvMFnn36Pn737Mi8+8yjdmRlCqTRyJk4gFGbaF8KTFLH7A0x5Jca9QQadAoMWLxNOH5OeABpXAJ01hN4t4Qr4MXndjNvduCQfkhwkHJEIBURy0QSFbIJ6TWW2ViQYzqELpEkLGaKBCHG3hOgV0Afc6C0+dFNBTk0HOKl3Y9K6MbmMOAUjguDG7XOj87rxejykEhFq/QVK/QUy7T6RXptIu0YgXMUWKmOTi0wrDYzZHoZklkFflCG/il4uMBkqMKVU0ERbTKUW0CRmGQk3GE3UmEhVGRDznBZSnBFr3OktcNSV5HggznFHlGN2ieN2meNWiWO2JEdtKreaJG41ShydtnP7mJFbh13cpnFxdMzOqQkPJ4MhziZjjJRSTNdKmKp5pFKLaLlNpNlgslVluFlmrF3FVG9hbLdxdJqEul1SM13aM216M7PMzs5Qm+1QqjcoFIv0Z+bpNJeolDuU0m3apT6t2Q6Zfpt0vU+xXKG4MEO0P4O7OIsxv8BUvs2EmuNsUOGsP8JZs8xpo8Qph8Bpv4wlnMcdz2HLF3AU64itFqmVLvnVHLWFFP3FNOtrBQ72llmZ7bK3Oke91KVQblBt9unP1ihWi6QrDWLtPsmFReK9Pplqi2atTrEyR7w9h1LO423kMbXK6DotgvUelVqFarlLrVujNtcgm6uj1tqo7VmK3XnqzTa58jyZyizVSpXZVo1mLEchmCARiJAJSHg8Ejohwvrfgj+eS2AJe0jFY8QSQZSkSCisoCTCKKoPNepGSZgJxGzY5ABCUiGYFXFFLLhlC76wA2/IiTdswyXqsEompiQ90xEd48oUZ4PjnBa+uCodF6aZiJnRZY1YUjqmYiLmQhR3XiWQS+NIZDGnE+jyCvpMEa1SRhtJMxWMolEFjHEfplAcfTSPKVPAlSqRndugtbPN7tWL3HXPBa49sMb+I1vc++TdPPTs3Vx5+gqPPP8or7/xDD94+xneef9FfvbRK3z49y/w7nvf5L0PXuFnH77Ojz98lfc++S6ffPoWP//5a7zx5mO88OpXWdzJoeZlIuUSnmoPR34OpbmIUuqRK3VIVxuEK0W8zQLhRp98s0q1kyZSKDIaiDHmTTIm59Emc0wn0+hCOczxIiYlgc4TRx+KYPDH0QSjDEWijIgyE6EgQ6LMoD/KWEjFklKwpWLoExk0SprJWBptKI41l8aWi2FUkxjCMdxJEU88gFmRMUZj2KNhggkn+aKVdtNLp+lnthakXBKpdTL0Fgp0l3L0Z+LMLuRY3mizeq5Hc65Ktl0gV62SL5YpltJ0ZvJUezlylRqlehVvMY1HzSGny3QXZ1g6WGLmYJ3N3T16/S1ChVl8yiy+ZIdAvoE/WUfOzpJtb9PeOGTuwhXW77+HC/few4M37uepxx/i6acf5Duv3uT17z7F1tYKLimGTUzjCyZwyyp2qYBfaeOLzGCJdTGpLfzxLr7MLEprleLsBo3FDXbuusLDNx/k5s1HePHFF3j1lRd4+aWneeaFx/juG0/w+efv89f/9Af+/M+/5He/+4hPPn6DD955mde+8yT33LiHSrOLR1RwKDGcQgyzTUZQojjcMkZ7hGFjkAFrkGlnEKPDj8ErYAgI2D0SJlcQuzeIxRbEaAkgSBKxRIiYmCERUsimUhSzeTqVLDOVCvFIDsFfpawWUPxxoi4VxRXC5nEwbfYxZhI5qwkyqHNjc/pwe10EPF6iboGQ04UnYEIS7STkMNVWm1x3kWx/nuRsn3izTSDcwiN28CZKBEsFvNk8BiWPJpRDE8xhVmr4onWckTKTSoup5Azj8Q6T8S728iy28iJGtc+QmOG0WOaskOW0J86wUmUwWOJ2T4ETviKnfUlO+BMcc4U5ape4zRji1ukgd9pFjlsCHJ0SOKYXuMPk5YykMFQqMNZpYpjvYe+0EDpdlNkFpKUZTLPz6FsdTPUm5oU5dPNtLHM9pNVlMktzNJZm6C616c93qM23yXU7JCsNOivrdGZWqHVnqbSXKPXOUVpdJ784S3VxhuxSk8rmCoWFOZRaF1uti7XVw17roE2WGRPzDFnijDiTDIdTjMpJ9PES9kyOUEEh2CwgdLvIC8soiz0ySx3ai7MsLPfZWV9ic22ere1l0vVZlP4a6e45ckubFJdn6S7W6M51KSytoyxvE+5skGguEZ1bRV5ZJTg/gzDXJTjfxrk8i3dxlcjcOrHeGoW5TSpzG6TrHeLNFvHePOnZDdJLq8SX18l0l5np9em3F6iqNSrRGgUlRyGSxhPKYYuUWN/4Gy1zPJtDoypEcxnS6SjJTIBkQiaVDiPFVTzpHNZsClM+himTxJdMo2ZUIgUJJR8glhRQFC9iyILbp8ErjWENj6JVtVjTelzRabQhC2f8dkYDLoyqD2fRglQyYEs78VQz+Gsl/OUKzmwdW6aNJz9DtL+BM11DrySZjKTQpfLo1RjOaBZPpoo7VkaMlqgsr9De3GLm8ICd64dcv3GJh5+8xlPfvMGTzz7EzWcf5MVvP82bP/wWb73zLG+9/Qw/fPdbvPnT5/n4k+/z60/f4RefvM4nH7/Gxx+9zme/fIvf/uZ9PvroB3zy2Q/Zv7xGMF5CzvYJJTtYik2S1TbJdBUl0yNU6RFR6viiKeK1HunmPMXuHEquzXggzaiQQSPlmA5lGBUSTIkxLMkUU2qCESHJiKQyJsSY9iexKmnM0QQmNYkmlmA8qDAdUnEmRexZGWshjz6bRZ/Mok+mcaYLBBM17IkSllgaf0xGToaQCyqBhIyQFJHjHpK5AO1uhtmFCDM9iVo1RL+lcG6lyMpaneV+nJX5NOu7VXYv9tjZ7TO/WGF2tUOn36HY7lFtL5Dr1UnX6yQ7eTyNLNa4SiSXp73QYmtnjfWtfVa3LzKzuE+kMk84P0Oss4zcW0SqtynUVukvHbJw6TIbV6+xf/+93PPVB3j86Ud58YWbPP2NGzz13A2+/dKzLC+ew6kWsCh5fMEsTjGNU6nijFUR8h08ag+b0MYtdRFiy0SKq2Q7GzQXD7h87308cvMGL3zzOb7/3e/z5ne/zfffeIG33nqRDz/4Hn/646f863/+nL/+5XP+5b/8jv/0p1/wm99+zAc/f5tX3nqe7e0VopkcQq6IW4qht4kIgTgmn4QpoDBgCHFGF2LcEmLYJTDm9qEzCxiMfox2EYcviMUdYsoZxCWKSFGFZCRG2h0ireQpZrK0ClnmCkVEMYnHn6UhlygGYuQEmYhXQmcJMuGVGXaLjJoEpqYFvC6RgD9AKOBHDfqQAx4CootU1E0xEqPX61FfWic7u06m3aXU6eCrzKAv9rGV2lgLZfSZMtZUFW24yKQvj1idQ+0u48n2MJSWMDa2cDTXCc2dJ7ZyiLe1g7WwiKY0g7YwjzY+y1C4wki0xqhaYyBc5mykzNlwjgE5xZlgkuP+JHeKGY45VY5aRG4zBjgyGeDYVIBjOj93hBRGyiXGWjVMyzP45nuIM/PIS4sISwt4lxdwr/VxL3YJLC3iX+0TOjdLdHuD7Poa7aU+7a15Ottr9Fd2qC+ukZpbpbF3kcbuXSSWryDNXCC/e0D3/CaNzW16e6u0d+do7x+S3LtCZHMX39oqwtwKYm8BZ3mOCbWONlBGH6wwFsuhTdYxFWYxlvp4qzNIswtEFpeJr24QX5sht7FIZWOVxvIuy+sHnNtcYe3CCvGFLtmVTXJLBxQXDmjNrtJZ79JZmqW9uk5+5xyJ9XNEVjeRdvZwbxziXj+P99x5pO2LRNf3SJzbQN1cIra2Rn5th9TGNpG5eZTeEqGFbSLzq+TPrZFd2qA2t0m/v0Z/dolspkZOKlJVS8RDFfxCHptQ/48+/nQ+iyUVJ9guk5mtkmqmSJQqlPJ50rk83mIFZzmHWIoRzWdIpgtUKylK9RiJapJ4NUm8oCDmFKbjQXSpAGY1iKQGUXNeIikbdtWJJuZgIu7EmfPjKrjwlvwEkgn8xRKeZglns4a10sKbm0VQZgkmZ/GVOphyabRqEouawyJl8IaLiIk6gWQDm9oksbhN7+CQucOr7Dx4hXsfvZv7nr6bh5+5n68/9zA3X3yI5195jNd/eJN3f3yT93/yAr/5xbv86vP3+ezzD/jNHz7md7//kM9/91M++cU7/OLX7/HbX73P5795g49/9iIbOw0UtYSS7hCN9fBluoilGUKVWdTmEmp7nli1T77SIlwaVQAAIABJREFUpLe5SnNzlea5VbILaxjUEqPBElNyDUOyxGQkw7iUQq8UmQ5lGQ9mGRNzaKQsU2IOVziHEC5iU/JMxlNMiTFG/Am0iRJTuQyT6RxWtYhHKeFIlHFnWviKFdy5IrZcCW1Mxp6IYFJTWGMSatZNNB0gnPFR7GVZXiwz0yvQaMZY6eU42O2zf77P+lKGleU6OwczbB12WD+/SGNpkUx/jdzsHIV+n1q5T6neoNYuUuqVEDMt/MEsxUKV2eU+69urzK/t0tk6oLB8QKS6Qqa3RrQ0S7DYJ16bpdTcoLW8y+z5Pc5dvMzdD9zg0acf5PFvPc5TLz/FEy/d5PlXX+CN117g3NY6rnASq5LBIhdx+vLYfXVM7g720BzW2DIuZY1AfJ5AbolIaZPazDk29g+5/8sP88QTj/Pcs8/x1ttv8KN3v8eP3/8eP//wHT778Cf8+Y+/4a//5XP+/d/+zP/8t7/w3//6J/7Hf/1n/vJPn/LZRz/k4Mou8XILKdoiks7hlMO4fVn0vjB2bwyNNsiIQWZ4WmbUIGLxBMgUEhgcQTRumUm/xLhHYsIqEgxGSCZUMrEwuUCIWrZKu1mnW6qwmK+QimQQ5RIFf4VsKEpNDpBwS2j0ItN2iWGjyJ1TAhOjQSRnANkbQJFdxEUPcTFAJOwjHQ5Ri8aZXdwis3aJ1OpFyitbtBaWSc2sIPQXCVdXkaqLLBzuI7dnEYuLePIdot0VlMoCkfIaodYuwf5FhNYe8vwh0sI+7u4Ozso5XI1tHI0NbLUNxjI9BvNdhpMzTMQ7jCRbDKi1LwqA2uBkrM4JpcAxt8Lt9ijHnDLH3CFuNwQ5bghyOpxitFzF0G1hW5rH1l9EbJwj1V1DXV0isLKAf3GV6Nom8vYm8tYa8c11igf7tPY3mTtYonPXFu39Q1o7F8mu7xHpbZPbuUrl8BrxrUtEe5eo7e7SvbZP4/ACtYtb1C6fo391l+qlS2QuXSF9cIXk2iHq8gXs/V20lSWmYzNYsnNYa30MtQ7G2jyG8iLu7irK8hrR1S2iu4co5/fJHm6R29+ldbDD6oXzLO9t07m4TXxhmcLCHNn1RdJru6TX91E3NxE3tghvnye5d57k5i7q9i6JvQuIO3chbO8R2tomtr1LcmeP9P4qyc11lKU9pNWLyFvnkRY3Sc+sU9jbo7y8Sn1ji9bSDr32Os3mAvX2Eolsl1yiQVFtogQriP4KwUSD9XN/2/EXCmjjHXzNdcT+LLlKh3qtQ7/RZb5WZaaVpdUOU296qVZDJPNFQq0SrlYDe3EBtbqAXG+TqpQIlUTCFRW1nKJUDVJvuMjX7Ii1CJZ6lalqHnM+iz2dxFOUCZS+ePHnKjfxNfoEih3kQp1Upk0i3yFa7+MvljEks5izZVz5Jv5oH7faRyjOEii0aK6cZ/f6XVx+4H6ufu0hHn7qYW4+d4PnXvoGr37vOd7+0Qu898HrfPjJ9/n40+/xwcff5+ef/YhPP32HX//uA/7hj5/xpz99zO//+A6//N3r/OGffsLv//Qz/vDHT/n0Fz9h975rROsr5NtLlGuL1BoLZGt9Erk6zX6VcreBVG4TaHYQlzaR5zcpLm8RqfWYCCU4488xFqyhVyqM+TOM+pKYw3l0oSyjwQwjwSyTvgwGIflFaO1LYAinGY9kGQml0HgziLEGoVQWZySJI5EjkMxjTCWxZ4qEahncuSieRIZgUiWUlPHGYtjTScREikg0R6qcprtcZm2lxeJChW6vwtbyPIeHy+zt1VjfSrG82mL1YIWdK6tcu7bF9sYaywubLK+t0Fto0+32qLdXyTSbZGsNUrkW0USNZn2dhdV91nf32Tq4xsrefdQau4Tri0Sr68STS0QzS0ilZdTeFvXVQzYP7mP/8n3c+9BXePTxh3j6+Rt8+7Wn+fZrT/PKqy/y1lsvs3dxCV80jD+axycV8Qo5bP4allAXW7SHQ53BFZ3HnZnFUVoi3Nyjs3WZ7ct3c999j/HUk8/z0ree4UfvvMEHP3mbDz94m59/9B6fffoz/vQPv+Rf//Wf+Pf/66/8r//nv/Fv//Wf+de//AN//fNv+MPnP+Wu+65Q68xSbLYotMsocQV3IMG0K8K0R2VoUmZYG2XQqDBiUDC6VMxSlAmPxLQ7jM4pMWGRGdGECDgSFCJJSmqcspxgNttkttGhXe2w0K5RzFSJhBo0pRLpQIqSmCDjjqKzKpiMIaYmQwxMBtHqQqhehbhPIRvyU5C9pBUfadVHQRZoKGHmVxZobW3R3Nyivr5PdfE8yf4O4f4mkd42Sn+Hxs4B8tw5bNUN9Lk1gv0LZOYPSLf3iVY2SbQvEKjuEp29RGj+PO7+PoGZ8/j757H3drG399BVlpjurGLobWCuraMtLjNVmEGT7zGabTGe7TISazCoFBiON7jDn+FWT4rbrEmOO1QGonmmanWci/OEljbx99eR6uskOhukN9aIn9tEXj1A3t4nvrdLam2L1M4WhSv7NA92WNjaZOnieXoXrtK+fkDy0gGJc5eonX+I1uUbZLavE5+5RnPjgLXDK8xdukLrykW69+8yd+8mnXsuUL52hdj+3fh270fau0xsfQelvU6stkCsM4d/ZglPZ4Xw/BrK6ibS0jLy2hLSznmk/buJbl+jsnmVzt4F+ocbrF46z8L5XeYu7lKfX6Kxs0X1wmUyB/cQO38Pse17iW9fJ33hCpmLF0nvXyF+7grxvbvInj8gt79LaXuf5M4e0f090gfbpDd3Udf3CZ87JLJygLezRHRhg9LBAfmNGRZ21uid26e0eI5Ce4X8zCpqbZ50okE0WiUer6DEG2Tq85zb3Pwb8OcLTMdryNlZMrVZGvUmzWaHfr9JrV6gWc9TKUUo14I02hKNVpJqv0S83yBU65ModkhV6sjZBs5kinROolwQKJVDFEpuUkUHck7ElVbRZ9IYym1srVk8zRrOehOh3SFa71Lr9ik2F4mU5wnXF4m05pE7C7gzLfSJJqbyItbyDK7yClJzm2h7kXh/meVLj3Dty4/yla88whOPP8Fz33qS5157ipff/BZv/eg1fvL+9/npz37AR5/8gE8+eYvPf/dj/vTPH/OPf/w5v/v9+/z2t+/w+3/4CX/6y6f8w59+zh///Cv+8T//ll/94Rf8/g+fcOPxB4mXllBry+RaC6Sq86RqS4QbfZTqEpn2Cmp7EbE/R+nwKsX9K9T2riKWV9BIVcbFCppQFbvawBQoYAgUCCp1HJEC43KeMbnEhFTBECpjChXQR4pY42VcShlzOIdWTRJKNQgnqvijaazxPMZMAVOmgD/eIlvooeRjBFNp/GoBZ6KAOxVHSWbJZpNksgrlRpb5nRmW1tusrNTpzDWor84zf2GJ89uL7G602d+Z59K1Ay5e3eXgYIvllQXmzy2ycbjJws4WrZUNyrNrNNrL1LrzFOdmiNebFOtzNOfPMbt1yOb5u9nZuYf+8nmi9QXi+XMomQ2imQ0iyVVi7V362xfYvnoX5x++m/uffIDHnv4qz7/6Td589zXefe+7/PjdN/nsk/e4/6HLSJksQbVBQGkhRSpI4Qa+4ixidYmwuoySXyXc2kLqH5JavpuFwwe59MANvvr4k7zwrZf41ksv8Nabr/KT997ko79/h48/fo9PP/sp//iHz/gf/+1f+P/+3//O//5ff+V//9//wr//6z/yr3/5Pb/99Qdcu/cS84sL9GdnqTY7+IUUfn8So03B5kgyaIgyaIph1seYdCqMuWJonTI6XwS9J4LVFWXaHmbKIiEJSVLhDHU1TV2JU05UqceadNQ6S4USwUAJs69KVc2SUxIUZZV0QEXnkhnTRRidkBgw+Zm0iihuFVVQKEgSFUkgowqkYzKF/7POuLS1TOnSZdI7V8jtXqS8f4H42iHywgWic/tEe/uocztk+muE2rPYM1+4ZJLtTSLVTTzlbQLFA3zlLaILh0T3LiAtXyQwex77zAH+5WvY5y5hrG1h6e/g6O+ire8y3TrPVHWd6eISuloPW2cJU3mR4VSHkdQ8pyMtbg+UuM2Z4Zgrw6lIgYlyF8v8GtnNLbKby8SXl4kvrZDY3CGxtUNkY4vQxjaxc/skNg5Ibu1Tv+sKrf276O1eYfnyeVYPzzN37SKVwwuUd3bpX7qX5asP0rt4nezevVSuPkT77odo3/MA8/deZ+bGNXoPPEjl+iMUrtxH9foVWnfv07tyQOPCJeKL5whV+iizMwjL6wTntpHnd5CX9ggu7KGcOyB1YYvahYuUd69QOrhK8crdVA+v0bv7Op27L9C76xLJlQ3S5y9SvHA/2f37yF+6TvXyPsXLh+QPr1K4cBf583dRuXCFyqUrVA/PUTy8QO7iXSSvXCF18TLli9fJ33WNzP4VkvvXiW9eItRZIn5ui8LuVRLLe9TP7dHcPE9p6Rzl5hKNziJqskcqVUaNtghGuliVJqFqj41zfwP+YimLWlJpN3Is97N0eyUyCy0aSxXkZgVXq4Wv3iZSnSFb79Hq91le6LI+U6LfL9JuZcnXMyiNMq5KBrFWRq5ncRVryI0WnngCbySCR/3C6RKpJ0k3ysTqOexqmWCpRajWIprqIWVmEKqLeKrLuLOL+PKL2NJ1tJESxmgfY7CCQ+wSKqwil+aQ8jMsnX+EK19+kHsfeYBHH/86zzz3AM+//FVeffMV3nn/TT748G1++au////Jeu/2OMhrb/djnP3uvRMICc0N2+CCu9U10hSNNFVTNL333vuMNNJIo14tWTYlJCE7CQRCCYEQOiH0EtMMrhQXDBiSwH3+4D3nOifvc13rK9zPWvf1e57Fa689zRtvPc97H77Kh6fe4sR7L/P2W8/w1t//wvsfPM+p06/z7gcv8847f+Pkydf4+3sv8vf3X6Q4luCQ3MahoShttihd+hAiZYhWq4t2vZ9+lwON2Ua/3IEzn8VRS6GvVumNltjYq+eGVhVbDmk4KNazs1PLbS0mtvWZuLlbzfWdCm5sV7KhVcaGDjkbW5RsEQywoVvGLa393NLSzxaBhJYBDR39ag4OKNinGmS3ysEekQmpwkynwMLBbj3tyiH29w/RKh2ivVtDZ6+OfpmWQVU/QxopsZCSRExOLKTG7FChstowxBO4IincATfpbIDx8QKVepBY0YXDb8AZNOFMuLBFPFj9LrwJH55YDIM7hUDj41CHE5HGjSuZIlqskszVSGfHCCVGUBpjyM0ZZKYMvboEHQNRRKY0ltAw/nSTTHOKpfVZ7vnlUR599Nc8+fQDPPyn+3j04d/y2stP8Jt770GvM9MxYEDYZUbSruFQj45dKvsP04MsRLs6RK8ljspUZMgziq82SWZ6jpnVVe7+5T388lf38cgjD/P0M3/k9Vef4b23X+Gtt57lo4//xrnz7/PVV5/zxeXPOHPmBGfPvcuJ91/hT889TLiSQeOOoXXF0VvtHOzoY1dbPzsPCjmwX8SWnb385HYhN90m5Kb9Aq7fIWTzjh42bO3l5m0CNuzt4vp9HVy7s4W9Lb30C+RouwfQ94gYGtCi7TZj7tPjMSoRtMvZuGeQgVY1skN9GLo76T3Qw6ZdHWy8tZNrtnTxv25t56eb2mnbIaCro5uBVgHKjnZkPe1IBF3IBZ0Mibrxh92480lMaS/GfAxtqUJPpEabf4x21zBSaw6DP47OF6TX7eSg1oXQEaHXEUKbzCFwxWk3xdini3K7s0xXeIzu4DAd3mE6vVWEkRHaoiUOWhMcdiZpcyU47I+x3xNlszXEDZoAN6j93GKIcbPGy7USK9eL3FzbYeE/Din5j/0S/tdeCT9pV7BRYWerzUtXPEBP2E23N0BryE9fMo3cn0boiSMMJVGEcyijKTSFJLbhDLZ8Glsui30kh71cwVoYRp0api9YRBcbJ1icwJOro0nXMQ5PYW/O4W7OEZqawjwzjmtmGuPYAoqxJRS1JsZyCUcljyGfRxHM0+kK0+1N0xXI0p1I0RnJ0Rkp0x2u0xVvMJAexpobxlbOYa3GsVUyGEoljJUy9moa53CcvkgIeTqLNNugNz+KuFpFVU6jLyfQVLKoyzVk5Tqa8gi20gjWahxDOY6qnKGvVqOvXEFdqKAulFFmS0hjVcSJPL2OCL3uHNpcmaF0mKF8Eqm7gNqbQa4LotV6aBNb6O7R0t5poLNjiD1dNlrFboLBfwN/n1KNQGzDaXQRDihxBAYweRV4QoOo7SpEDg3dThOdDhdttgC9tigqtx+NMYjJacfvURHzyAh45ZgdCsweHTKHno4hO0MxHx16HVsVg2wYVLJZpuLQoBmV2YDZJqNPN8iAw4XUYkOgc3B40MUBnYfbVW5uk7vYrXexQ6pi2yE5uzu1tPdpaO03IjU6kDvsSAx2goVFMouLFNfmaazfwbG77ua+3/+Cp596kL+99CSvvv4Mr735DK+9+Sx//dtf+OvLT/HKa8/y9okXeP2tF3jplad4483n+eD91/j447c5e/oEn579O2fOvMHrrzxBJhNBb3QiM0XodibodKc4YIixXRvhdkOGNksKudHPgNxEKJvEW01hrZVQ+lLc1qJmY6uaW8VGdkuH2HRIwQ1tg9zco+LmLiUbupRsaVOypUXF5l4l+wRqWkVK9ork3CJScFOXjA0dSvb3GTgsMbBPYqBj0IMiNc/BfhsijYVOuZk9EgMtfQbECiOifiMCoRmFysTAgAWtQonTbiAVc5PN2kjFbXhdNtxBL8FchFQ+QiEXIl2MEh5JkGnESNTzBNNJPOkY3lgUZ9BOMOHCl4xj9qYY1PqQyT2IxF5UuiChQJFErkGiOEY8O4YvNopUE6dXEUM2GKffFEaq9WOwpnDEqkSHG1Tnllg4dgd33ftL7nvkVzzy5/t5/M8P8syTf+Dlvz3O7MoS7f1WDqvN9AiH2CccZI/cwl6lhxZ5kC59gjZDAYE5j9ySxuotEs7XSdYnmTyyzN2/+hUPPfwAzzz1OM+98GdeePkvvPbmy5w8dYILFz7ii4tn+OrKRb795goXL53iysVzfPP1Z1y6eIa1tSM43FnM9hROt4fOHjk79srYukvI9l0ifrJNwM92CLl5j5gbdojZtEfMtoNtbNrew8+29bBht5Dr9wq4aWcnPa1d6MX96IUKdNI+hiR6HEozNqOaiEWDpk9J+2ENqkM6FIf7MXX1MNAqZMft3WzY0cF1t3Vx87YetmxvR7BfRFeHAFlrD/oOAerObuTdAoy9vegEfVgCGayVYUzDJYy1IpbyKIbsKMrsMIrEMLpIGVm0QG+gxGFnnr2GEN3WLMpAAUdpjF5PFqGrQIcjQXcwjzI2Sl+iiiiWQpLII4hWORiucpu9wF5vidZwFmE8jSSWpjUcZZ8nyD5zhH2WAAfNbnarLGwaMPJToZ5rOwb50QEl1xzu5/p2FXvldtpsLlqcIdqsIYTWBB2eDJJ0gf54FmEqQ1+ugCybRZGIo84V0NeqOLJ5vIkU/nIOc62MvVzEkBhFniqjKzcwVJsMFqYYjDdxlWdxNyaxjzRx1KYZqjexTkxhmJzB3JjFWJ9nsL6CYmwJdXEOSbSJJFSlPzlGf66OMltjoFiir1xHkhqjLd2kLT9JT2magco42toI5nIRXyFHoDyMszKCa7iK1BfHUMigq9dQ1YdRDVdQV2poCkU0xQzyfJm+XJ2+7DD95RFktSryQp6+QgFxeQRpbRRdvoYrWUNfqKJMFhBFshywxxAHKiizDQZzZYzFGv2eEgpHCslQELHWQ5fITq/IiLjHRp/Yyr5eK10KH8HQv23gEisGuVXiRqoNovd6MLlMuN1mPHY7TrMRr2cQr2sAo92I0m5BYTVgcNnQmHyIrG6kTjdaiwOdyYvaYEHn1KKxKzFYpVicApTmHvbK+tgqkbJdIeWgSUmHVYPYOkSX1oTYGkFg9dFp9NI55KdD6+ag2sdhg58Oe5DWIR8dCjfiIQ/iIRdtRgdqZwyDL4E+lqbSXGBybY7Zu9Y49ut7uef++3nwiYf58/OP8+LLL/DSK8/zyhvP8uY7z/H6O0/z3kevcf7s+1y48B6nTr/DyQ/f4PTZdzh9/kM+vXCeC5c/58KlU1z8/APOnn6NuZVJFN4gKlccsSuB0BJBbXKjchmRefz0WFMIPGHajG401Qks9UlcY2MM+tMc6DCzu83EVoGBPWIzuw7q2HRIx57eQXb2qtnUoWfz4UE2tmu5Saxlm0zPbqmBAyIjO/u1bO5XsrFbyWGJkc4+M21CC90DZlqsPg4oAxxQeDg8YGGP1MpBuRuh1oNIZ6ZdaaJ1wEy/ysKQ2oTJrCMacJHOuEmnPPj9QQzhOPZqhcRInlw1TKico1wt02iUGRsvUchFiOaCBGIxXIEYrmgaeziDORxBa4uiUUToV1oZNFgZskRwZyqky8NkK+M4cjVErjB9ujBiRRyJvYAmWMISHMGXqTM6M8Xq+hp33fsLfn3fL/n9A/fy+NMP8+zzf+blV1/kxLuvkKjl2N3hYN+AnZ5+C/vbtbT0mNkvDdGijtCuS9KhTdKpiyDSpJE7q7iqYxSnZllcu5P7fvd7Hn/8YZ57/nH++uKTvPHGC7z/3lucP/cxFz4/w+WLZ/ji0jmufn2Zf3x7hW+uXOCrS5/w+SenWD52HIM/g8mXwWi3sveAhAP7Zezc1sstu0X86JYerru5l5u2S7huu5DNu8Xs6e7nxh1Crt8tYtNuMTfdKmLDNhGdLWIGxX2YupSYxVKGpHpcKiuOQR1ulY6uViUHu2SoJXL6OyXoOvuQt4vYtqeXDTu6+MmtAq7bKmLz9i46DvQi7W5DI+rE2iPEJOhB1S7C3NWPq3+AQDiBtdLEUphBX53AODLOUL2OtjLKYGwUXWoUZbyELFSh35KhVx9iwJZGa8/S584hsOXpC5eQB3KoYxUUmRL9pRr6kQbakSaK3DSy9ATdiQrixAjt3lEOByv0RIoIY3k6fHkOuNK0hUsI/AW6nBH2aZ1s6DVxk8jCT7sN/HeHjk3CIdoH7IgsDnTJENpQGKk1SrstiSRURJGII4tGkUfjDGaDKNJhdMkc2uFhnPkinkKC0FgNz/AojtER7CNNNNUaQyPTGOozqEemUGRnMeWX8EwsEmiOEx4fxzU5gX1iHH1jDMNoE9P4LPqJBUxjC1iGZxmqlNFFy2iyZXqzNUSZBtLCBJJsA2GsiTg7g6o6hX5sClNjFF29ibIximW8irs+gXVkAuvIGNJAFEMxhX10BONoDW21grFYx1Sooys3UJXGUZcm0NRGUY2MIy3NIa3MIatNoR4eRzNcwVgroauWUGVLKFMj9MYq7DX4kXrzGHMjWOJFTOkSslAGqTNJuyZCjyZC/4CFHpmNdqmTlm4X+zpNtIvt/6fqkcoV3CK2otBbGXJYGXR60Ft96OwB+vQ29C4rWrMeld6F3WzGZLLgd1vx2BwMOh2onS60lgAqfYCuIRsCowWhQsOgXorDJKLP0Mn+/k7axD20yIWIzH1IPBJEVhktA4N0yn20KoLs04TZpwuxVxfikDbGYU2cTkOYdrWdPk0AozuF05fEYA1j9FQxROpYixMMr6wztX6M6V/czd333cODj/6OJ558hBdfeorX3/wr75x4jb+//xoffPQ6J8++ydlPPuTCxfN88cU5vrh8lksXT3H+/AnOnD3Bhc8/5MqlU1y+9DGfXzrFubPvkG1k6bCEEGpTdFtzHDKnaTek6bGH6HcE0BoDDNndKHVOHOVh/GMV/KMVRMEUW3ot3CJwsr3HgUAS4pDAxfZeM7eJhtjcPsjNh7RsatezpcfAtj4Du6UGdspN7JbZuF1iZYvUyhaJmX0aG3sVRg70WeiQmmlV6jmssdKttNGrsyHUOOgd8tGjcyFS22kZtHFQYUWotCBWOhgYcOIK+Ynn7GSSDiIhF8FkgEylTL6QpFD1EqxnmZysU5sukJuqEcuXscaiOIMhnL4YrkQeXyaJKxrC7k6gMCSRGCJITQF0vjSe7DD+xBj+sUmC+WFU1hSDlhwDhjRiSwZVOIcxXsFdmqQ4vcrS+t2s//aX3Pvor3n8sYd47oXHePGlx3jj7Zc5c/ZtymMlOrqstIvsHBbb2HXIwN4uB7t7I+yVJTg4mKJLnabbkKZVkUFpGiZanqY6vcrs7FF+de/PefjR/+G5Zx7jtVee48R7r3Hq1HucOf0hly99ypUrn/LF5bN8eeUCV7++xNWvLnHl8mecO/8hK3cfwxgtog/kMbkTdLaraOuUsGOPmJ17pVx3q5Brt/by01sF/Hh7Dz/d3sumfRJuuk3M5u19bL5VzA2be7j+5m4O7ZUw2K3E0qnG0ivBKjPhVthxaewEhgx0dwzS1j2IdkCBrGUAQ6cQTXsv23b2cv0tnfxkQxc/urWd67d20LlHhKxNhL5DgksowtTei/qQFEtPPx6lklglh7faxFJt4hiZwtWYwNZsYB2dwZyfRF9oMJQZxV0ZxZQdZa+lQLu3Ro8tiSSQQerN0Rur0Rmu05OeQFCsoag2UeamEWdH6cmM0ZcbR5Ivos2mkftLtCVzHMoU6UpW2B0usjWQ5XCyTmt4mH3WDLstWTYqglwrdvJfnUZ+1DbEjSIDOwbdtNjsuBMeQmEvKlcYoSuIMplgMB1DlaigKeRRZPNok2l0hTSe8ijecg1nLU2wXiRYGMUzPI+qsYCiPIm1sYJ3aplAYwFnfQH39DK+mSX8M4sEZqZxL0xhnZ7CMNHE3JzEP9UkNDOBdXYO/fgimsI4ikAVU7yCpTiMdbiKfqyGbmwUTa3JQHEWTXUWw9gMpskxTI0RBifHGGxM4apPY2lMYxodRx1IMlQYxlSdQNsYRzXewF6ZxFkbZmh0GO3YKPpKA0NlnKFGFU2lhi1TwVQooSlXUJSzKGp1lKVRDKUalkoVWarAQasPeaqEoTGBrFBDU2rQn6jQ4krRbU7SYYrTqfQwZPChMYWzzF1rAAAgAElEQVRpl7jY1z1Em9T1f3b8UoWSHV1m5FYrXp+BYMBJMOTEE7WjdtrR2ixIbGa6zTZUVh1avYGA04bdpsNlk+OxqnGbjHgdgxiMA9isOuQGM2KjnQG7iU6jgRa5idv7DOyTW+kyuFAHbWg8dmSWAFJnmm5nhjZnjk5jFoE7gziQo8NVoNNZ5LA6QOdAgN7BABKtF7U2hDVYw+TLYYqPk18+QvOOu1j63b3c+8Dvuf+hh7n/oYf44+N/5JkXn+aVN1/irXdf5cOP3uTU2Xc4/8kHXLlyga+vXuHbb7/im2+ucOXKRS5/8SkXL5/ls89Pc/mLc1y89CmffXqaqfUpOs1+NM4URn8anTuH0p+n0x7nsDlBty1OlyuM2BXBPz6BfWwa79QMQ/kaO0RGNrYPsVvspkMeYLfAxs5eC50iF21CN7uEFrZIDNwitrBLYmf/gIW9SgsHlA7a5TYOCkzc3magrd9Ft8pJp8ZJ64CLw/02WobsSHVeBoZ8iNUuepROhConwkErXRoL7TIbfTobsiELeqODQDRGPhchVfThCEewx7PEy0UK+QK5SpBILU1hdpKx2Qkmmg1S5SKBQhJfIYo9lcKVreFJD2P15zGbU/SbkyhdeYa8WSzxIoFinUihSWh0lGi+jNpUQGopIrVmGXQm0TpyOII1ImMzNFfWOXb33fzuD7/mT0/+gSeffIjnnn+cl15+irfefoH333+Z6vwU7dIwrf0h9ih83NZr54A6xIHBJIeVebpUWboGM7Rr0vQOpVH5JwgU5pmYXmVx/ef84je/4cFHHuDZZx/j1dee5b0PX+OjUyc4f/5jvvzyIt9+e4Vvr17iX99e4ft/XuVf//yaq1cv8+mnp/j5r47hzqeJJIq4ozEOCeV0CPq57ZCEnYf6uXFvL9ftEHPdFiHXbOvhmm0ifrpZyM+29HD9VjE3bZdw0wYRN2zuRHCwF32nEluPDlefHLNCh1tjIGCyExrSI+vW09VhQKtQo29XY+vsR9El5pb9Um7cLuLGHUJu2tbHzl1iBttkKDsHsHX34xH3YuwRMNQlxCYU4xiQEM9lCQ7PYmzUMdWb2IanMdcn0dWnUJUbKJJ1lPEq9uoY7myDNmMCUaBErzdFbzBPj7eAxF9FFG3QX5pEXmuiHp5Cnp1EXZpGVZmgPzuKPF9FM1JCVR1FPTKOZGSCzsIo+9Pj7E6UaEkO0xUdps2dYa8xxg65j5s7rVzTNsQ17XpuEhq4TeHhsNGHLhrHmY8hC8TocybQJQrognmGIkUG0yWs8RLmbBpdLkaiWCZSzpCpxijODBMbq5NoNjE051FOzDJYP4phbB3d6FE0Y2uE5o+SXTpCZGGZ0MIygYU1XAvruJbWcS6tEVpaIjm7gHdmAXNzAX15Gu1wA3OjjnGsib4+hWp0DGN9GGNllIFaE2llEdnIAorxWTQTM2ia0xgmZ3BPTuGemsDdbKCMFNGWGgyNzqAdnmdodA5jfQJ7bQRrfRzzxCTWsQaGkVG0jSbG8WmctUlMtXH0jQqG0WG0o020tUk0pRmU+Tl6Ew32enMIM2VUtRn6y5NoaxMMRCsIglnkrjgSZwiB3sugLoBsKE671MuBXjOdg0GC/75sXTaooE9hwWh34/C5sEet+KM2XFE7Oo+HIYcfRdDCoNuIwm5HbXER8HkIBa3E/BYCYS/ecJRUNIjP5yUZNeOLWbF4PehcHkRmK21DbgQ6D60qH22uMD0hH6pwhD57FLEnTU8ojsCaol+TYcCdpS9cpMdbQhgsI/Fn6fMUkAcK9HviCIxJ+iINJNESA9Ecw6vHues3v+He+x/gkcfu57EnHuWpZ//MC399hhdfeZ7X3v4bH358gjPnTnLqzPucPf8xp89/yNlzJ/n8wnkuX/6MS5fOc+nSWS5cPM3Z8x/ywcm3OXnqBB+efJ3SfJP+WJ6BWA5FMInClUHuy6IM5pAFSvRF86jCGVTWGPbxJoapFUJLKzjGp7hN42Sz1M72Pjt7xS52tJrYeljPvj4T+0U2dous3CYxsLVziG3dRnYOGNkuMrG9z84ulYnt4iG2tus5JLfTKnfSPuDigNTGIZGHdomPnsEIQn2ArsEAnWI/QoWDTrmFFqGddpGbPq0X2ZALvcVPOhmlXIjiSBjpS9mxZ/OE8yVylRrVsQKBsTzZ+Smqy/PUZueIVmuEamlGpzJUylkKuTLJRBGrKYpMFmZ/X4CDAz4E+ixD/iqOaBVbrEE8PUY4X0fuLzLgqSLzVNHFh7GGC/hTY+Rn1hg/fpy1/7mH+x++jz/+6SGee/EJ3nr7ZT44+Tanz7zDqY9eozm/TJciRos8zl51kNukdnbLvezWxzg4lEagSdOhKyAw5JC6S9jCTcrlBaaWjnLsl7/kvvt/w6N/vJ/nnnuC1159gZPvvc2H773F6VPvc/HSp1z96jLffnOFb7/9ku+/+4bvvvuWr766yMVL5/nVfccJ1BNEqmlcoSgH9ivoPKhk90EJOw72s/HWHq7dKuHaW0Vcd0svP90i5CfbernmFgHXbRVy01YJN24Scs1uIV2HRdh61bilg3j75di1g9hlBqyDJqIaLdJOLXt7dQwp1Oi7lTg6FOgOyti8Vcx/bxPxs1vF3LpdyYFdSgbbZBjaFdhFStxiCaaeHlS9PZiFEmy9QsKRMMHGEcwzy9in5nFNLOCYWMAxMY2/Pk2o2sDfqOAYrTIUjGP0JrFkRlHGcsgSIwgCVTp9JXpCNRT5BspKA/1IE1VtgsHRaTSjPwCnL99AXhxDNjzBwOg0yrEFRJUGh9ITHIiN0peaQJKq05aqsdOXY4smyA0CC9d36bi2S8PNIiO39rvZZXLjToYJ5+MoQinEzizyeA19Mo8ulEeRyuHOFnDmc7hKSSL1Mp5smUSmQGp6mUhzlMRcBe/MLObZedzTRwnOruNrruNrrJGaWyU1v0hyaRX/yjHsy8dxz96JZ+ZOfPNH8c2s4ZpbxbewSGpujvDEHMGJKQIzU5jHmgyMztFfW6R/eBnl8AKDpUmMxQkctXFsjSmsE1NYmk0cM01ck3O4x2ZwTozTly5ia8zinF7APTGLZ2IB7/gcjuY05sllrOMrOMYXMTUXMUzPYJycYmh8DsPoAsaxOXTDM+jHJhmqN9EWmihzI/Rl87T44oiTaUwjoxhKJfzNOq7MOJZoHbU/hcyaRWrI0K310zkQRKBJ0qL209UXJxiK/v/BL9dp0BrieEJJrLkE5lQSpz+OyxvGFvbiCwVw+g14Axr8HgdOp41wzEUmZiURcuILeLDEPdjTQXRhP5ZwEmcwjjPsw+4PofX6GdD5kOhMyIYcmP12LGETFq8NscFOpyvFAVeaPc4c+8wl2qwFBM4yHYYiHeYCImsC4ZAbrSeFyZfDnauQm1kgOzVLfGyS6V/cw/rvfsOdv/499z/2EI8/+xR/e/V1/v7uG7z3wRu898FbnDr1A/DPnP2Q85+e5rML5zhz7iRnzn/EF19+zjfffME///k1X1/9gguXzvHp56e48Pl5Tp19i8ZcE32kjC6WwuBKondmkPkzCD1Zut0pOr1x1L4yfUYvvqkpQotLhJYX0eSH2dJtZsNBG7f0uOiRBege8LBPYOGAws5OuZNtEgebRU62iOzs6LewW2Fln9bDHrmL7f1Wtsjt3Dro5bAhSLvSRcuAjY5BJyKDD5HZh9QWo10T4ZA6gEDjRjDkoMPopsPgp88YQWaKIdfHGdTHSKXC5IsBwhkjqoQJazKJK1fEOzJGcmyYeDPH1OIES0vjTMxO4q+NoC2n8JZC+GNpookCyWgSlyNO34CD3a1mDnQ76RuI4AxmsaSy6H0VgrEa0VIdYyCH3llG7htBHRvBmRohVV2hOHWMqeN38fP7fsuf/vwQTz33GC++8jzvvPsaJz9+h08vnOWTc+/TnB+h1xSgbTDJfmWE3T1O9vcG2a/MsH8oQ4chi8BZQeWrY02OUZtYZenIL1j65T384r7/4bFHH+Opp/7E8889zZtvvcwHH7/D2U9OcuHiea5+fZl/fvMV3377Nf/4xzd8//0/+e77b/nuX1f5/rtv+cuzj1IarxIrj5DK1ugV6Nh/u4xbdovZcXsf197Yy7Ubf4D9T7b1cu02EddsEXLNJgHXbRNy8zYJN28Rct3GXlr2SdB2q3D2afDJjHjVZlxSE16NjeSgHtEeNbceHETZpUXfqcXRo0Lb1s/27UKu2yzgZxu6aWk3sGuXjL52MYYuOTaBHL9QgqW3D02PFI9EiUcqI1HIEJw5gnduDef8GtaZVcyza9inVvDV1wjUlwlMLOEYnkMZrSINFpHHKgjdaVo9OQ44crS7SvQFS8jy43RlG8jqTQYmJumrzyDJzyLNj6OujGKuT6IfmUJfn8A0XmWgPoqw0qQl20RSnUHVWGCwscqhUIXbvRk2ypz8TGzhmh4jm0QObld42C+z4YxHCWQyyD15VL40zlQWWyGKNpvDkCkSLBdxFSu4xwoEpn9w6dF6neTkHMmpaaLLCwQWV/AsLZFcOkJs/hiR2aMEJo+SmD9KenWFzOoasSNrhFaPEpo/SmTuCKG5JfwT6/jmVnAvzhOYmycwOkO41iQ8OYWnWcUzMYJxYg59cxnz5DL2ySO4plbwTC7hn1kiOLOMY3EG+/wklukZfKNT2MYaiEMptBMzOObn8U7O4hmfwzO5gHd6Hu/sNO7JWVyTC9in5jE15jDX5zBPLWCdWcHRXMVRX8ExtoR1YhFdfQnj6DSqbI2OYAZprIB3fBxtsY5rdAFVvIYsNkyLOcrhoRiHFH5a+1y0dNoRSNwcUvvoUyUI/Tv4FVodCl0UTyxIvOwmkfQTSQRJZfwEIyYSCSf+iBebP4bZlUDv8eANBfBE3Zj8PrzOBL5gGHMihibkxRvz4Y/6sAZDeKJBHG43SmuEHkcMsS9KX6TIQKSI2hVBZPbRZc/T7iyy31fidn8Nga+G2jOG1D9Kl6uI1F1gIJhBHh2m31XB6K+TaSxQnV8hPLLEyPovmPvtL/jlI/fx0JNP8swzf+GFF57ipZee4s23/8o7777K+x++xenT73H+01N8fuEcn3x6itNnf/D6n37yPhcv/qB3rlz5jCtffcblL8/zxRefcfHSx8zcMYs8kUeTKaFKllFlKwxmhpElR5DEs6gTCUzZKgpnlMj4JPG5BQKLi2grdXYO2Ni618weqQ+lPoxY42GPzMEBjZM9Gje75X72avwc1PnYpw6xS+WlRe6mTeJmv9jJbUIzu3rN9CpdCLV+2tU+upReOtU/REl7DWkEg2FaxQ4Eah8irZ8elYfeQQdSvQ+1KYzNHsBhCxOKBShWfVRqYdzBEHpvDHexinV4gvxYlVozzdxCk8n5eaaPTlJq1ggUC9jyWczZArbo//6OIVRGPuinXWCnezCBzJzCHC/jGh7BnR0hWRknU6xh9OQx2IpYvGUGvRXc0Trp6gxjK+us3/1Lfv/AfTz59CO8+fZLvPfeW3z08QnOffYhFy+f4epXF/mfR36HyB6myxCjvT9Iq8hJy2CGQ6oSLeYMnbo8EkcFVXgUeXwSR22d7Nw9jB27lzt//QCPPPQEz77wDG+++RIffPA2p05/wKXLn/DN1cv8619f8913V4HvgO//P/XDefrZP1Ier5OpjxNMV9h7WM62QwP89HYh2w4M8KPNvfxoWw/X7hTw41tE/OcmEf+1Qcx/3yjmmpvE/HiLiB/f0s1/b+mmY58UfY8Gi1SJr09FUG3Br3XiG7DglxuRdGnY0zGE7LACeXs/3h4Z+vYBbrlNwM23dPPTjd38942dXL9ZwEDnAGbBAJEeBWmpBKtIialdTVA8QKBPQWmyQnz5KNHlNfyLR3AtrOJaPIJnfhXf+CresVk8E03co4vI8+MIggUGglnUAT+GfBGhP43AnUMUKjNQmECUaSIrTTJYa6CoTiAszSIq1ZGWRpBW5xAXZhBnmyiKDdTVOoriCB2lYQbGp5E15+mszbA7UWe3LcN2SYCNEic/E9u4YcDFHoWHLpmbdCJGdSSFwZdF50rjzkSxp6NoI1kc0TLxXAVfNk+gkiY/NUx2uE6+VCc/PkV6cobU9BHCkwsEZubwzq8QWlgjOHcM7/QxkkvrFI4tkFybI35khejqUcKra6TWVomurOFdOEZ4cZ3gkVXsy6tYJ1fxzc4TXpoiPL9CcHYF3/winqUVnEtL+FaW8S4exzN/jODMKsGFI3iWljEtLmCen8M1P4dxdgZprIxxdAHjxBrGxirm8VWsU8u4JhcITk0Rmp3E22ziqE+jH19EObGCurHE4NgSppFl7KMr2MeXsDfnMDVmME9Ooy5MII6m0ZXGcDWOMji6iHn8CF3eETpiwxy219ijT7Jd7KZDFOKwNMQhSZTdnTb2dzkI/HucU67VInfEsWcLeEZi+KpZwtkiwXICR8WLrRxiqBDGlIljjcdwBsMEginC0QiBhAd/2o0nFcUc+6ETtiTD2L1xhjxZ3JE49miQoUgSTTiKKZTAHskzEEmh9qXoCybo8uXosJbocJZo9xfoDwyj9o2hiI6izo6hjZcZCtQwJxvIgzk0wSqe2hzB2iyVmWXmf/0b1h58hN8+8QQP/+VpnnnuWV569W+8/e7rnDz1LmfOfcDZ8x/wyacf8/mlc3x+6RwXv/icL768wOcXz3Pu/MecO/cxn352mk/Of8SZj9/ls3Pv8sXnH/HZuRM071ygwx6nw5zjkDtDlz+HwpdD5smjDmRwp5LYoknUviieuQXiKyskV47gmpnl9qEAGwVedikDiMxhWpVOtvXY2NntYle3ldvarexXuhjwhNgrdbJb7eag1cF+lZf9Mh+75R529Lvo0PuQDIWRWjP0OJN02xL0OBN06hMIlFEEqhDdgxE61CEOKny0alz0DrkRKt30a0yotTb8fh8jw0EatQixdBxrJIslN4KrPEV5bJzo+BzZ+TmKa/MUVmeINEeIFUYoFSoUShVSsTJuf55+RwLRQID2HhcH+0N0mtPIQzVk/jqGUA1LdoxMeRhXbAx3fJxQdJhwYphSaZLR2SWa63ez9vNfcf8ffsOfnvoDL73yLCfef52TH53gzNkPOHf+PT7/9CPW7r4bhaeAJFBBZC/QIQ4gMZbocZQRuvP0B8sMhkdQxMewpJt48wvkZu6kvv4/3PXAI/zl2af526sv8faJ13j/w/c4dfokn104yzdXr/DPf3zFv767yvff/4Pvv/8H3333LVevXuHLLy9z9ZsveOn5p2jMThObncBXKHBwv5Ite5XcuFfMpp0SfrShm//rFgHX3ibmpzf2cf3NIn62aYDrNgq5dqOQ/9jUy3/dJOA/NnSyZ1cv5s5BPBItfoUcn8JCUG7BLzMTUhoRtRnY2mJG3GlG1afDKexHcUjCpl1CNm4XcuNGEddtErN5hxBdZz8agYSAaIC4WIK1W46xVUWwR4a3d4Dw2DCeleOEltaJLq4SXTxKfOUokZVjBBeP4p5axjr1Q/cqSE9yMFRHlBil1RVBEq/RGarS4qtxyFujPdVAXJphoDKPuj6FYXQcxcg4qpFJ+ooNRMMTdOaatOemkYwfQTS6iGh4gZ7SDLq5FdTTq4jLC7THmuzWJ9kscnGzyMaNHQY2dBnZq7Az6PJQSqXJ59K4vXFsphjhSIloMo0rVEIbK+GOl8mmUhSKaYrjBUrDCUrDGdLzTfyzs/hmVvHMrOObXMUxt45t9jiW2Z9jmLqL4NIxsquLJJeXiS+tE11aJ3HkKOnVNaJHjuE7so5r+SiupVUcC0exNo/hnDmKY3Yd29wx7PPreGfW8MytYZtfxTW9SnB2Dc/iGp7FI0QWVwkfWcOzsIZvchXf/CKm0Un6wxm8k4uYJn64TMxTaxgn17BNLeFqLuGbWsY5sYixMY9uahVZYx1dYxXT1Crm+RWMkyuYGysYJpcwTM1inphDW5xCkcqhK+ZwTCygG5vA0BxjMN9A6q8g8g/TZc9wu8DI4T43B+URdkndbO+10iEOEwz+m+Mf0AzRbcvhTWTw59JEcgmSmRDZrBt3zIetGMNSTmPLV7BmK/jTccrlGMVylGwpTKwQI5jPEi1nscUzuBJ5/KEMkaQfdySA3hdhwB5GYvTRaw5j9qUwpzKYQym0oRLqcB1FsIoyWKTfX6E3OEynr0ZXcBx5pok+MYrSM4w5N4W50MScncRbmSU0Oku+OcvKvfdxx/0P85sHH+XhPz/NEy89yUtvvsSJD/7OyVPvcfb8R3x24RyfX/qEC5fPc+mLT/jiywt89fVlvvr6Mlev/jDyf/vNFb748jKXvrzE1W+u8NVXF7h86TT3/O4Y2nwdZX4OVWEeTXUKTWkKZ20cZ3EER62KNZtiMB4nfmSVxOo66aOrxBYW6TEH2SFysUsZpM2V4NBQgL3KMHsVYW7v87K7z0WvMY53bAbBUJBegx+hy02rPsSBwQB7lT4OaCO0OQIc0Php1abodcfodSUROv0M2PxoTHGkxhhDpgQWZ4xBexChzofAHEJiDNOvidBniBLOZhkZi1OvZ3CmKnjyw/jqNVyVJvWpEVKLkxSOLlI9Nkd8agF9aQRNskagVCGcyuALZnH4UmjdMfoG/bS3OmjpDtKtS6KJFOkPVBC6q0iDwwQjIzhDw/hTY8RSdRLlURL1CUYmlli84y5+/bvf8uCDv+Wxxx/gmef/wqtvvcxbf3+Fkyff5OzZE3xx6SOO3bWG2hZFrM/SPZRll9BNiypDuzVPlyNHl7eEMDSMIjWLIb+Ms7pCbuZuJo//mnvv/yOP/eUpnv/rM7x94lU+PPken316houXzvPNt1/y/Xf/AP71/9b33/+Lf/7zW7795iv+8c1XPPmXJ6hNTpGZmCBVHaOzy8COnTK2bhKyY0c/123v4b83dfPj6wT8+Loubrqhl59tkPCTLSL+81YJ126V8JNNEv7z+m5694kxdsrxijREJEosEi22XgVeqRqvXMH+3Uo271LSJ9JjUNpw9A2ga1Fw85Z+rt0g4voNvfx0k5jNt4nRH1aiaVMREshJC6V4hf2Yu+R4e/oJ9ykojEwTWj5OePEOIstHSSweJbx0DP/SXbjn7sA+cwzT/B3o544xUFuiOzmKvjJNf7iKJlyjLTJMR2SCjugEPdkppCMzqEcXGRyfZ3ByGu14A9NoE229gbJepzdXpzc3ga45h7axhHZkEdXYDNm1ZcIz4xhHJ5CVRunyZtgp8rC9w8bmLgt7eu1097tQqL0U0zFKxSQef4ohdxJbokwwlcOfSGMIl7HFSgTSeUKJLOVqnXypSK5aIT/VIDg7SXBlGffSMbzzaziW78C6cBfG2Z9jmLoH99zd+FbuJnjk58RX7iC+dCfZI0dJrB4lsnyc0OJd+Ofuwj1/J+6lO3AvrOOZXcc7v4534TjuueO45taxz61jmzmObfYY7oU1vItr+JcWCS8tE16eJ9icwzm1gnluFUPzCBJfDvt4E9f8At7ZZewzK9hnF3HPzOOcncM5OY+jsYhpYgHj3DK62TX0s2sY5lYxLx7BNr2Cu7GCf3IO++wMuuYsA8UmPZEa2swI7rlpnFPTBOYmsY6Mo46O0xsa49BQim0H1OwSaNkr9bOn387tEgsH+j0E/j3Vo9Tp6HNncccT+LJZXLki/myBUKqAL1nAW0njL+YIZ3PEUiGCcTfxZJJ0MkeukCBZCpHNZcmWk5ijURyRCoF0jWgtRDCbx5EooYhUEHur9PnLqGJVDPkqrkQSnb+IMjqOPv/DIxN5dJS+2DjSwiSq6gzaUhNFpIw+Vic5t0x0fAx/qUlu6igjyysMryyw9Iv7+NUjf+TBpx7h0Wee4sm/vcjrf3+DE++e4L333+WDj9/n5OmTnD5zmnPnT/HJJx9x7vyHnP3kJGfPn+TChbN8+eVnfP3leS5fOs3nF05x+syHnD77MR+dep/j9yzhzFcxVcfRlKbR15qYyk0M1SamkQbusQbu0VFUiSzppaMkjxwjtbZOYGaOTneWA5ocQlsBnb+E0JWn05xiny3Bbbo0e3QJDqgiHFKFOaixs0vupl3jp1XnZ7/Mw/ZuB1uELvbpPbQaXbRrI7RbE7QbUrSrQ7RYw7To47QaIrTLIwiHYgj1MdoMKXpMKSSmOAJjlFZtAoUrTapRpDZaxZ+uMpir4xqrEWqOkpobJrq0QPbIMTIrR0g0ZnAO15Cn8iijZWTxPLJAEaG3jMBdZL/Uy45WMzsFVlpkTgbcWWSeMnJvEWOsSCIxTCg5QjgyQjDepDA2S3FuheGV4yzf8St+fv8D/OHRh3j0jw/wxJMP8/xzT/Dq68/z+psv8vc3/sqnZ07w4IM/xxSOo3JWUDlTtMm9CO15pP4aisAYQ8EG1uQEpuwMztI8rsoCwzN3s3rHr/jN7x/mz395hlde/St/f/ct3j/5LmfOf8zFy5/x1VeX+OabK/zzH1f57vt//m/d8/8on+/g+3/y0BOPUJxdJDFxhEh1nn1deg50Ktl7SMLte+TcvLGbn93YzQ03ibhuk5CNGwTcuLWbm7YI2XC7nJv3SLl2p4hrbxUgbVGhF+hwyNR4hVJM7TJsrTrsHUo8A0pa90jZvEOKrHOQIYkem0SDvVXNru39/GRTDzfd3MsNN0m4eVMv+hY1tnYdHqmGqEyNq1OPtVNPUKwka7FTWVoiurJOcO44wZVjRI4cxb94DP/cOu7pYzhnjuGaOYpzfBVjfZGefANFZgpZqIwmPUpHsESnu0JPYoy+kTkkpVlkI4vIRxZRDM+gH5nHMDaHfGwUYbGMuFRD22jimV3FNrnC0OQq8tFlTPVl/M0pzI0pdNUZRKEie1V+9gptbBVY2dhtYXe3h85uP/ligJGGh1QmjdWfwhou4wrl8EXSWIM5fLEMsWyeUCZLYbREqlImVRmjNF0lO96kvrhC9sg6qdVVomtHiayu43ey9SIAACAASURBVF++k8TccULLd+BbvQPf6nG8K3cRXLqb2PJxkqvHiBxdJ3b0GInl4wQW7sC1dAe2hTuxTN2NZ/5O/HN34pk/hnP+GM6lY9iWjuM4chTv6lFCS0cJLK3gWzyCY+Uo3pU1gotr+GfXcc+uoU+XcC8sEV06RmB5HfeRo7iXV3AuL+NaOIJ3fo3g4iq+xRWss6tYZ9axLRzFtXgE78IR7Asr2GaP4pg/gr2xhHX0CLJync54Cv3wAvapdfTTRxmaOYoyO4nYM0K3v4jUVGRHt5HdHToOyt3sFjnZ2eeiTRn6P1M9KsMQQ4k83lyVUKWMa6RKYLSMo1bGmqzgKJfxDMcJFOJEMnGypQjZcpRcJUmplqRSifN/s/FeX1aVabv+v/Hbe3+xk3a3GQmKogTJUFVUznHlHCusymnlnOZca64cC8QISBAVFBAEkSCKYLZtQwe72/7C7j3GtQ+qj3r/DuZ4j+Y7x5gH93O/13O/z9TyOGbvNPrFBfReL3ZniHGvB4s7hHpxkcGxGRTmcRR2O+qpSUYm7PRP2WiZWmbvuI+GGQ9tjgDdEz6aJwP0z0WQe+LIfQm6xxfp081iWogyEY0zmckwX11hOlPClX0OceUozx45wYk3znDszGlOnrvA5Xcvc+v2e9z+9APufHGXr777iu//8B2//9Pv+Mtf/8h//sef+O///SP/+V9/4U9//TO//+F3fP+H3/Ltd1/y7Tef8uknt/j441t8dPc60ReryNw+FO4Ivb4ogyEBmSfK8IwfjcuHIbiMatlFs20CnZDElC1izuZQ+BNsU82yQzNDo3qSQcM8HQYHB/ST7DaNs0U/xobeCTb0TLC5bZzt3WN09k/QpLaxR2Vnu9bCEzIb6/odbFV42CmfYufAKFt6bTw1ZGKnZoztKhtPDZvYPGiiaXCcVuUYu3qNPD1oYKfCToNpit32SRqUTganfYwFIswFPag8s3QF/PQvJjB5YjjEKHZBYDopMSGKOIIC9mAQgzOA3uFl0LZIr26WxuExtnUb2bBdxv1PDPDwNgUbG/Xsah1lV7eDpqEFBjU+tDYfslEvCmsAky2C1SUwFUmxnMqQe+55akeO8sqpN7hw7i1u3rjMjfff4cO717l9+x0+uX2FLz69Re5wmZHJOTomvLTMutgut9NsXqbBEqLRlKTNkaJvWqR3IcqQM4o+kMWVOcTK4SOcOP4GZ966wOWrF3j/g3e58/FNvvjqLl//9nP+8Mev+fEv3/HXv/6B//yvv6w2eP/2H/ztb//N//k/f+Nvf/svjrzyIhO+IAZPFKMnxu52FRuf7uT+xw/w8IYO7r/vAA+uaePn6zr41zUt/PThZu5Z087P1rbxyGOdbHiim3vWNPPTxzrYvHMA2S4ZhqYB9G0tqJp70TWPYGwfZrJXya5N7fz6yU4a9rQwvLMH+TPdaLY3s+GBRv713t389Oc7+def7ObBhxvo29uBbFsfhqZeRls7UO7vZnB3D7bmXkwdnUx63ZiFEvpkEWsyw7goYUzm0IhZZIk8fe48Ck8WfTjJsDtI97KffmeEBusSDaMRGuwBGm0h9s/EOOARaPdkaHGl2beYoNUj0uPN0OWX6PTH6PVF6Q/GGInEGUlIDESSDAYFhkICw34JdbRAZyBBq0tgu8nNul4LG/vNrGtRcv+uETYcULK1WY3ZoiUSHGNmwo5WPY5GP4daO4tCM4vePs/s3Bwu7yxTgUlcsQWWXAtMO5dYiHhxOIMsxNOMSxVs2RJ2qYJJKqHPFDCnShgzNWy5Mo5UmclUlcl8kdF8HnumyHiuiD1fxJ4vY8mUMWfLGDIlDJkStmwZS7qEPlXEmMijTxfRZouYcgXM2SL2bBFbtoBBKqBPltAmi4xm8oxJBQyhNE3WGdRCClM6jyZaQJUqoJFyqNM5dKk8BqHAaGa1OGtSZbSpImqhgjZZwy4UsYsS1qSEPpFhJJlCE5cwBSTa57x0+TIowlV6QxV6whW6pqK0Wd10GafZO2Dm55tbWbuphyd2Gbj3KQP/87FefrF5GOM/Mv72oSEaJpfoW3SiDM2jdvqZXAww6nNjn3fjdHtxeeeYdY5iW5pFs7SM1reM3utjyuliaWkJp2sWl3Oe+fEx5pYszM9bGJ+xYlwcQzc7i2JiiVHHFDaHGfPUBCMzDlrnJ2mfW6Z3MUTvUpieqSgD0yH6XSEU3igyXwqlr8DgQgKFO4reG2PUlWQmmWe5uIJHrCFIh6g8+zLPvniSF195g7Nvnef6zStce/8ilz+4ytU7N7n60TWu3L7Kux+9y7Xb17j9yW2++s3nfPvd1/zu97/j93/8nm+//Yrfffclf/rT7/jxxz/wuz98zbfffs03X3+Kv5alf8lPlzPJgE9gICTQ40nSPysyvJBE6w/Tv+Cmc2YRczqBLpnGKKTRh5M0amd4qtPOEz1W9upnadGO0aYfp9k0wb4RBw3yKZ4xTrBVO8mOoTE6jJOM6KboVTrYKrfzeL+VhxvMPNg8xobeUZ6SWdmpnWanbpF9OieNukX26GfYbZxnn3aBVpWDNt0E7XI77SN2OpRj7B2w0DBgx7zkYzwaYtrvpGtqibZRNypbiCl/kMVUkHkxiUfIMJ1MYQ1n0UVSyENRBpejdI356bF76bLMslNh4KFNXfxibS9rnlLweKuFJtkcLYMLNAzN0ad2Ypj3o5peQj7twzIXZTIi4U/lEct5Vo4c4oWTz3HitSO88fpJrl6+wK3b7/L+7Xf46O4lPv/kCr/5zUcsxCXarF4a9D726Nxs6xmjYXCGNruXjukAQxMxlDMpBhZFuuckNLEKroMvEX/2GM8ePcUbb77O1etv8/GnN/nmm8/4/ndf8YcfvuWHP33PX//zz/z44w/893//yN/+9lf+9r//yl//40/84Yfv+fNffuDa1YtEU3EcoQRWZ5SdBzSse7qPB59sZsPWNh7c2MzjT7ezZmMHv1jbwk/Wt/LP61v4pw3N3Lu2m4c29vPz+9v5p/v3sfbJfXRuH2R4zyDWxm50+/pQNXWiPtDJeKeMhr1D/Hp9L1u3ttK7uRvVtmY6tzRyz7o9/OLXjdzzq7388307uPf+3XRsbmVoeyfG/QOMt3ZhONDG8LZubHu6MDY0MDO/gFnIY8jksecKTOTL2HMVrLkKxlQBQziDNZTBlBSRBYL0esJ0+QQaJsPssIbYZvKwxexjl91PmzNOdyRJjzdJgydJW1Cgw5Wm1bU656YnmKY7KtIbkZCHC6iFHPKohDqYwhwUsAtpZMEYHS4fe+0L3HdAzT17Nfx0i5Jfbx5m+x4Nnd0GRP8Spfgy02OTmIwm7GOj2EYnUBtmGbEtMj41w/LyBMu+CTyeSRbnxplYduCIRzFGBAxCGbNUxVIoYkzXMKZr2NNl7JkSlmwVS7bKmFRlIl1holjCkithTlex5CoYpQpmqYYpX8KUqWLLVLBKZWxSCU26ijxVQS6UkIsVVOkqpmwRU7aEQSpjSlcwpauYUlW0Uhl9uoAuVkEZKbFvbAZNQsSQKqCJltDHC6jFPPpUEb2YR5cqYEkV0QsVNMkqGrHMcKqMXChjSpZWMV06x2gqh1bMoE4XGQomaZ710uHJMhSrMRypIIuXGXEm6J3x0De1SI9lmm3NOp5q0LGmxcgDB2w82GDj4ZYJjP+Y6ukYHmLE7cMSDKKPedAHIxiWw5gCITR+H3q/F53Xi97pQbG8wPCcE92cm5nlaRZnx3BOO1heGGXe6cC4PI4xMIXC42bItYza50K15EE142Z0ycusd5lZ5zKjgUUM/kWsyy7GgkE0nihD7iidMwJdMwn6ZuOrczUWQiimvajn3Nj9UeyeKJNeAZcgMRlLsyzUkOovU3/uGC+8/BJvnH2VGx/e5MbtO1y7/QHvf/IhH312m4/u3uCDO9e4+dF1Pvr4Nl98cZevfvMpX3/zJd988zVf/vZLfvvN1/z2+6/57JuPufbJdc7fvM75a+/gKaRRuxKovRGU0TDDkQSyYBpFMI3MK6LwSwx4w7ROTjIhSDiSRSYyBbTBCDu0DrZ2jbNp2ME2yxLbtIts1M7yjGaa7X3T7O6Z4JmBUXbJxtivctBjnaVXO06n1sIBrY2dchObRsbYIZ9m7+AELXIHXap5+pRLdMvmaNHMsV85SaNlnn1mB7s04zxjmWCrzMLmATu7ukfZ32SjsduOdcaDQ3AzH11CObPE0IQL64yf6XiI8VQAazLNRKKAPZ5EnQiijMcYCkXoXI7SYY/RtxClc9JLj9pBe5uWezZ3cf+TMp7co2OHcoItfWM80WNnUOdkaXGZybEFJiaXcS57SISjpHIZhGKeQrXK4UMHeeH5wxw7eZy3Lp7h+vULXLlyhqvvvcWtGxf4zde3efnUSfrG/TSNBdhrcbNl0MFejZOeGYH2mSD7xwK0LSQZdBfQRqroolVm8s8hvHSclVNnOXvhItduXOb2h9f59PPbfP7lHb759ku+//3X/PDn7/n9H7/lT3/+A7//4Xf86cc/8+Nf/8yff/wjf/zhG06+egK3kGJCzCH3xtnYNMzGzb08urGJxze38dDaNh5Z38DaNY386r4D3PNYG/c93cdPH+/hn9Z18k/rm/lf9+/hfzy0g51bWujc3Yt2fwf23W0od/ageaYX1e4uTE19NOwb4IHtMhp2y2jfJUe2owfV1jbWrG/gZ7/exz337ud/3L+Dn9y/k75NvSj29DDWNshETz/Gjl7U+wewt/Qy1jvAnM+LWahgyZUxZ0sY0hUsySo2sYJZqGBOlDBGCxgiOQzhFBpfAsVykEGTE/lSkF5XhLalKF1LcXp8SXqDSQY9Iu1eieaoQItXYPNclB3zYZoWozQsR2n0ROkOisgTORRBEbkrhjyWRp3M0LOUZN9shN0OF5v6RtnQYOPhHQbW79byTIuN7R0GRu02nIEFJrzLDFunkI/OYXDMorLPM2B3Yl1cZsa1zLh/gdmAh0Wnh7mFZWYjItaYhCVVwpApo85W0aRXMAgrGIQ65nQVvVTFlK1glypY0xVGc0VM2TKGVA2jVMGQrmAWq1iyq8XDnq5gTdawJSsY0jV02SrKdBVVvI4iXkOTK6HLlNAlK1jE1Xd1UhW9VMaYKaAXyvS6s7RNObFKWXTpCrp0FaNYQZ0so05WMKRKWIQyumQFlVhHlayhSlYYEUoMxAsMxQsMC2VUQhl9sog2VkAWrdDpTdG5EGTEm0CZKDCcyKNK5OmcjrLf7GWPzcUe1QIb9xlZ16Dk4QY19zequa/RwLqWSUz/KPw9Q0MYFzxYnX4sYTf68CIG3yRjPge2wAwGrw+t34/VO4/ZaWd0bpSlhTlcHgczvmkWPTN4vDNMepeRu/yYYxEMSQl1VGIyJDK2EMM84UWx7EThWkQ140SxuED/7BIdRj/9MwHaZkMMuIPIfQnU7hR6fwZtWkKfzGGJpNEG40yksszka8yIKyRLh8k99xzZQy9Qe+kEJ157g1fPnuH0W2c5e/EcZ9++yDvvXufmnfe5/fF1Pv30Fp9/9gGfffEJX3z1FXc+/ZDrt29w45MPuPvJHT7+9DaffXaHu5/f4v3Pb3Ptkw+58tF1btx+j+dPHqPLGaE/lGQoJKL0ZjAEJcaiCRwJgTFRwBoL0rUwgT6dZjJfYjxfomPGxyN94zzSNcVjgw72mRdoHZ2n3ThNu3aOJvMcLbpZug3zDI066Rx30j8dZmA+yNBymD5HgP26JXYbFmgyTdE65KBZOU270kGvYZo28wx7NLPsVCzwjHqWXfoZ9pjm2amf5RnlAg2Gebr0iwxofQyal9BMunEmIswlI4z4YyiDMQyeOI5YiMV0iJmoxLQQY1oKY4rH0cTiyEJRFO4ovRMBVFMBNA4vg7olmjqtrN0h57HNSp7epWVrt56n+y081m6nWTGPyzXN7PwcU7NuZid9uJdj+OIi88kk0WyGUnmF5194nuOnjnD2wiluXHubD29c4qPbV/n07g0++fga6doKvc4wjXNJWhxxGg1uBqfiWH1lLGEJWUDCEC/ilg7jSz/PTLJOpPI8leMneem105w58yZvnXuXqzeu8t4H17l79yPu3LnDZ5/f5ssvP+KLLz7km99+yhdffsI3337FDz+sRnh/+NPvuHDhNQLZJHPZPNqlIJv29rJuYycPPdDAoxsP8O+/3Mu//HIvP7tnD/92337+9b693Ht/Kz9fO8C/PDHAvz3ZzU/WNfIvjzXQuL2bvj09GBpaGdvZhGxHF4otXSi3d6Hd38WWJw7wT+s7OLBjhObNIyi29jOwvY2fP7x/tXjc18D/d+9uHnm0mYEdg8h2ybC19jPd1YWprRPF3gHsLX3YunqZ8zsZlarYxSrWVAVLvIolXkMnVjGLq0JnSlWxxqvo4yU0sSKdczF2KiZpn/PSsRim3xelbclLuztKV1Ck3SNyYFmgyZekNZamwZ2lcWl1qFnnUpw+n4A6kUWRyKGNiiiDSZSChDYhoXPGUc6EaJqYY4t5io1DU2zsdLC+1cBT/Tr2q0xMOsaZ9SxhXJxHOT2LcnoZ4+Qi1slpLBPzWOeWmfEsMhtwMRsXGfMLmDwRHAmJqWSOmWyBsUIBU7aELl9Bm65jEWpY01XMmSrmdG31kapYshUMUhVDtoItVcaWLmNKVTGla5hTVUzJGsZkDYNYQSNWMeRKmKUSpkQFnVhGkymiyRYwiiUMiSqaVA1Nqo5BqmDMltFnKgwEs3TM+rFKOYypCoZ0CXOqiEkoo4xX0Saq6BNV9MkqxnQFvVhFI9ZXvxetoo9V0CaqyNMV1EIZrVhCHS8x6M5wYC7EkD/LWHJ1X226TNdSkv2Ti2w3zfK0epKfPjPCT5/u4t6tA9y7TcYvdg7zyB4dpn9M9XQND9Mzs8TgYhC1N47GG0EfDKL3x9F7w1iDYUYjPkyhWTTeWdSeZWxOL44lJ2O+BWZ9Myy5ZrF5XCgXXVj8Luw+L+OuIBPzi9hnZpBPTDM0uYjMOY/FO4/NOc+Iy8uAO8CgJ8jgcoKeWYHB5QR6v4DZL2KNi1gjSTSeMEOuEL2uBCO+NIpAiuF4BqOQZz5dInroOcrHX+HZ109TP3WaZ187y8tvXeDkhYucuPQWpy+c4czFc5x55wIXr7zN5XfPcfHKOS699w5Xblzh1u3r3PnkFnc/e59PPv+Qj7+4w43b17j2wWVu375O6mCdAX8CWUBE5hUYdksowxKmRBqrmMYoJDEERXqnPIymJMbyBSzFIvJkhkarh312PwdmPMiXfMhnfBjmAsjnwvRMhGgd87N/1E3DWIBGq49eR4SRBS/KBS9Doy6262fZrFpgq3KSx/tG2dQxyi6Zg5aJBVqml2iddtE+4aPF7qVt0kv7qI89mkW2yafYJp9kq8rBdtUMe4aWsM6n8IgJFmMRRp0u1E4PSlcQbUhgLJPFnskwlpOYzmaZEFJokknU4Rhyfwy5V2DAFUHn96Nd9LCpUc36pxVsekbD1v1adnQa2dE9ylP7rTSOTLC0NMnY5AzT8yEWl70sOV14XUGSiTj5QpZKtcJzzx/k6LHDnL9wmsvvnObKxdd4/72L3Ll5mc/vXiNXP0TvRICW6QgtjjANBg+yWQGNW0DtSWB0C8wlK/hqh/EcOkrwueOUTp7i5QsXeP38Gd5863UuXL7M1Q/f4/IHN3j/zkd89OnHfPLFHX777Zf88Q+/5S9//o4f/vgtf/nz7/nxxz/yxx++4/ff/4azb77GUj7PQqmE3h1iXcMwa57uYM2mJh7a3srPNjRx77pm7n+0nZ8+dICf/voA9z7czC+e6OS+rTJ++UQ/967v4J61Hex5uo3B7T2o9vcx2tyC9kAHquYuFA0H0HX0smefnPt2amjco2bwmRF0O3po2LqXn61p4OePtfOT9V387NE2Hnmig77mEfoOKDE0yRlvakG7p4GBra2Y93Wi2rePqcVZ7IUqVmFV+G2pKuZsFWO2yqhUwZYpM54vMZEroheLdEfyNM8n2aydptHio2U2RPdijK7lML3+JL1BgVZ3nFZXmB6vQEsoRZNPonm5SIc7S583y1Awg0ZI0Z+KIU+nGUxkUQtZ1PEsQ540fd4kjXNB1sqneKDXwS+brdy/T8vjbTr2tpkoictkU8uozLOMWGcYciwxND7PoG2eQdMyo9Nulpbc+OPzxAUvTvcyCy4nc8kQ48k4DqmANVvCkilizZcYz5awpauYM2XG0xXs6QpmqYxFrGDMVDDly5izVUzSKvIxSJVVxJOpYshU0Wf+7uLFOqZMBWO6hi5Tw5SpYUpVMaSqGKUVtMkamlQVTa6MVqqhEuqoU3V02QpdcxHU8RQqqYheymEVcxhiBWTxCiOpMiqxjFaoooiVUMfK6BJlbFIGSzKPLpXFkC6gSxVRiiV0qSKGRAm1T2TEE2EonkWVraFLV9Bkygy4kwzMO2kfG6NNZ2Vdi5xf7B7g3j0j/Gy/kp9vk/HIXi3GfxT+zmE5A94war8Piy+IORjCGglhjQQxRQQcsRQTQoKxRBhLyM+I24PMF2LEHUXmDaB3+TDPhrA4w5jdIewRP6OhENPBMOZIAG0wjCoUZdgTYTgSRR6OonBHkLlDqHwBrJEE9kACs0tE6c0yEM0wGEkhC+UwhHNoQhk04Sy2ZBFLIIUjJDAbk5gR8rgyNcK1QyReeJnUyy+wcvxF6q+dpv7a6zx39lUOn3mNF8+e4YXz5zj17iXevn6J6x++x4effsLdzz/mo49vcfvjW9z95EM+/vIutz67wzu3bnDu2lXOXbvKpWvv4S8WUPnDGMMiVlFEFReRxzOo4hkUkSyycBa5J83ATIjRQpHRQhFzoYgiLNCmn6JJPk2rZfUWYofVSceki+apZZpGXTRbnbQ45miacNI8vUjvQoD+5TCq5RDGcT99E0scMC+y27DMVtMCz5gW2aJbZJPBw2adhz12D3tsC+zXLdFtmqNv1EnrxCL7J2fYP+phm9XNztElWmxBjN44c0mR6Ugc+6wHy6IT0/IS1lCQcSmJTSoxli6wmMuxVEnjyK5eXhkJJxn0ZpB546tzRpYC7NNOs2a7jEe3DbNxj4pNLUYeb9Wycbee/YopZqbcTDucLC5ECEdSeEIi4YhAOi2QzwkcfrbEqVdf5Ny5k1x97y2u33iba9cvcPPqm9y+dp7bt9/FWX+WHlcMjT+FxiPQZXGhckvIoiU0/ipqdx5VqMCYVEc8fJyV46d54firnDpzgYvvXuHmreu8/8F1Prx7gy++vMuXX33G51/d5YuvPuY3v/2S77//hu9+9xu++e4Lvv3+O7769lvufPIpH929S/GlwzjSeaakEsNjHjZs72b91nbuf3w/ax5v4MENTax5rJ0Nm/pYu6GT9Q8dYMNDzWx8oovHn+lizaYO7nmggf/1qz1sf+wAI9t6sDUMYG7rQ9/aj7qpg6GGRnR7mtm2qZXHnupheFDGULcG2f4B+rZ38sAD+/jne3bzP+/Zw//86U4euLeRkR0j9O6Qo2kaxtHSg6ltAEVzD6P7O7C3d+AI+TClD2GU6pjzFcy5KpZsDUtuBWu2jj1TZTRbZTRbQZUu0Z8o0TYVY792mqGlBIOeFDJflpGgwFBUoN0j0uJO0OqP0R4SaXSJ7J2Ns2cmzV5XnqZFiQ5/DpWQQ5aUMCdyaMQCeiHPaFpEHpDo8Qrst8/z1NAoTytnWd8+ymO7jGzapWZHk5JiwUc1F8Zom2VYOY1idB7Z1CQDtgXksx7Gl71MzLuZX5wnGJ5n2edkyunBkRQwJkRGhQqGVB1zpowtX8RWKK26+3SFsWyFsVwJa66CKVvBnCtjzZexp6vY0hVMYhWjWMWYrmJI19CnamiydbS5GtZcBUu2jFaso8tV0WXqqJN19EIFS6aMPlVDJ9Yw5ouYCiV06RradBWVWKZjJoBWzGAtFDBniujEKupEBa1UQSv9XbSFKiNCHblQX3X2qRLKRIURcVXQdam/8/9EFX24zqArQ7c/xUCkgDJdQyVV0EhFen0JOmciNIwGaJjw8nSviSd2jrDhgIpftWr46TYdD+4x/7/C3zE8Qo9bQOlNYvGHMPmjWJxRrO4kJq/AdDjFVDrKpCgwkQxijTgxJ/xokwKGqIQtJmILZxiNpxiNJRiLxphIB5lJhrDHRbTBKKpABHkgzFA4TJ8vSrcrzsCin6HZKMNLAiqvgDGawhATMSTSWJJFVPESNuEQC/kXcJbq+OuHWK7UWC6X8VeqBMuH8eRfIPXCK5ROnaLy5uscv/QOJy++yyvvvMu569e5dPM9Lt+8xvt3P+TOZ7e5ffcmV6+/x/nLFzlz8U3evn6VSzeucv7qNc5du8qZK+c4+sYJDr16hMKrR/E8+wJT2TKTQpqZVI6JXIHxbJ7RbA6LkEeXyGNM5LDEM/QtuDCmslgKRczZPLaoSN+Un3a7k+7JOWTOJQYWnPTMO2mfcdE4FeDAZJiOaR/dY166p7z0zQVX3ZYzQN9MiI5pP+0ON12OZXqnPPQsRDkw6aPBssB+yyJ7J3zsmwrQbAnQNbpMz5SLvqUAQ54gg8sROhaDHJjx0jzpRhsMMh1LMRlLY/InUHrjyLxp7OE8jnSWsUyOSSnPTKbIhJRnXMgxHhSwBiMYfTH0bh99S4vsmfKxVb3APVv6uXdTP2t3KdnYZmVdo56Hdspo7bbimlpkcWmKgDdMPCERiGSIxHKUa3VefOlZjr58iFeOP8/rb5zg7JunOH7iJEdePsK5Mye4+e5Zbn3wDsmXnkPmzqFyFehdSLPf6qJ3Ic6wN4feU2AyXGYuX2UqfRBr/DCm+GF85WMcPnaGk29c4vzFy1y7epEbN97lw49ucfeTO3z19Rd89+1XfPr5Xe58+Qkff/UbPvj4M+5+9iW3b3/M1ffe4/K1S8RW6oynSpjFFTTLWXZ36NjV0MnTW9t4enMXe5/sZt/THezb9ZxeQgAAIABJREFU0sn+ZzrZ/UQbG9c28otHGvnZI83ct7aNn69p4J/XNdDydC/GVjmG3n4M7b1o9vWh3NXLUGM7Azua+fXaAzywvoOBfSr2b9cwvKudgafbWPPrRu77ZSP3PNzETx5tYs1DLXRua6drVy/qxmEmW7pQtXUw0NyDqbmP0T4NM4kco2KNiVQNe66KJV9lNFvDlqljylUxZCqYMjX0UgVltoAmk0edrNM8HaQnINIXLtLhydO2nKXdnac7WEabrGBJxFAFYvQtrY4yVkTCDEUSDHkzDIayGKQSylTt77y6iloso88UUaXyDHlz7DF7eHJogqd6Z1jXOMbmRhMNHVbaBq24A0vUCiHGZmbQGmZRW+eRjy/RZVhAuRRmMiQw7k8wG48SDAssByI4YgEcmQy6eB5Lorra1JUqGPMljIUqWqmOMVPDmKlgyVQw5SroshWMUg2DUMOaqGFN1jAJVUxSBXO6jDFTRp+qoBPraDI1dNkKpkwFnVRHK67+O7lQZThWRZ6sohZrmDMlLJkSukwZXaaMWiozECvSNOHCmJIwZwvo0mU0iTraVA19poxGrKER66t8X6ijFOooUlVG0lWGxRqKRAV9uoQmVUUt1NAmKmjidYbCZXpDWeSx1T3UqQrDYp1Od5HWOZFdU0m2jgV5cIeaJ3YMsa1Tz+YhM490WHms7/+H8XePDKMOhrBGoljDAYyhBFp/guGgxIg7jSaUxpxIYA7H0IZWTwPT8RDjop+pRIh5IciUGMGeFDDHRMxxAYuYwJRMYIlJmCNpdNEEmlAMZSjGQECgNyAw7E2gDorIwmmGghmM4TT2YBR9KIo2GGcklEARzWASKswkK1iSRfTFKqOVZ1msvUDg0DGCtZeJP3+M7PFjPPva67z61tuce/sMr188w9krl7n4/ntcuH6Nizevcf7mFS5ev8S5d85w9u2TvHnhBOffOc/565c5f+MyF26+x1vXrnDm3QucvnKe45fOsfLaqywVKyjCGXShPIZEHr2QwZrIoAvn0MfzmIU0JjFJv9uHLZVlIl/EnCsij6xGDYc9MTSeGLpQBG0ogN4dZMQdoM8ZpnUhQtNyjLbFGC3zCVrmBNrnkvTPxVE6IwwvuukZXaZ3bI7uyWV6F530L/vonA2ybyrG7tEQu40e9hgDNNpdtFoW6FXNMaxbYmRyGbnLjWzWTe/YMipvhCkxiyOVRxmVaF/O0O3PMBIpYBHzTIp5RoUSNqnAaDqHLZ1lPJLE5o9g9odRuCN0LgbpWPCzVTbFvz/Wza+eGmDdLhWP79fz6DNy7lnfR7/KRNy3iHN2Au/CAsGAD380SDQUIR4JEo1GKSQTvHyoyomjL/LKkRd5fqVEVYpw7Pk8F187zoXLZ4m9tILZl0PuztG5KLBvzEe/S8SYyGCMp3GkqvjKK7hLKzgKdZbLLyC9dIoXX3udo2fPc+zsBd58+y3evXKemx9c4dbt97l75yYffHiNq++/y9Xb13n/wxu8f+sG1+7c4sadO9y68wlXbt2i/NJzTBdKOAs1prwSm7bLeWJXJ4/v6OCppgEe2TXCusf72bKhiy1r23hiUydPPtXJg5u6+PXWPjbu7WXdrj7WbBpgaLcGfasRXY8ae28/huZOTE1DGFpVaLqUPNUmZ22LmvZWE03bVGh2ddK9u4tfbuzg358a4ifre/n5/Y3c+4sGWp86wMCOA+h3dTHe0Ixyfzt9O/qxNPdj6x5izp/Bnqtjy1Qx5uvYpBVs2Rq2fAVTtopOqqNL1zGmq+iSRXTpPH3+NPsnPPS4MhxwSrQ5BTo8WTq9eTr9BQa8ZdThFLJEEmNUxCJm0CezKBIiw8kMI2IBpVBjRKwzJK0KkjZZQZWqoEsWkEUkBpbC7LIu8LjWyX1DizwwvMAm7RIdinF8TiuVwjJz3jkGJiYZmPSgcvjpMToxOTxM+xcJemcRwg6i0QDL7hDjnmVsCQl1tIw5WcGSrWBMVjEKNazSqmBrsvVV956pY8xUMORKaFN11MkaJqmCQaihT1QxJ2vo01V0f8c4htTfRTpdQ5+qopZqqKVVJKRPVVAKVfRiCVu2gC1bwCxWMCXqmMQq6nyBkWyBttkg1mQas1DBlCqjz64WHpNQRRGvM5KqoZTqaJJ1NMJBlOkVVNk68kwNuVhDl6iiSNaQJ2qoEzUUiSqycAG5P4UmkkGTrKCNVTDGawwE8zQvSuwbi7FZ6+T+XXoe363miSYVT7ZpeGyvho1dZkz/mOPvHpGjD4UxxqMYEin0sQz6ZAZ9IoUhnGQ0mmI0mcEejzEeCTIaDTKWCDIu+nGIMWbFJJPpOGZRZDiWxBAX0MUTyAMCSpeI2pdA5fejcodQLYfQ+oPIQwmGQhLD4QzqWAZ9NIM9LmGPpzAmMxhFCZMQx55OMCYITIpZRqUK47XDzB58HtezL+KuPY+v9hLJl44hHj1J6uhJDr76GodPnWLlleNUj51g5dVXOfTaqxw7/zavXrnO6UuXef3Sm5y8dIbjF9/i9JXLnHjnEicvv8OJdy9x5soVrty8zvUPb3Lp1nXOX3+P8PPPMhxNY4rlMCXyqDNZdOk8xngRo1DGkiliFtNownGm0hUcUonxXAmVkEW1HGdwMcGIK4nOL2BwxbEGvFiiXiy+CNqFIIPuAB3OEG1LMVrcAh2eJMOeJCpfjKFFH11jXvqmfAwsL9C5ME/b5DzDcy7k8356R720TjhpmnXSPBemcdJP46iPBrOb/TovPbNeRqaDjMx5GfEGcYgSC1IWayqDKp5DI0qo0mm0YgFDrII1VcWSKzKaymFN5rCKGcxSEn0szEQsjCngZdjrocM8xdpnutm4dZjHG9Rs6TTx1AEzmztsqMYdhPyTOOcmcS3M4VmYJ7jsJRX1IcW9ZJIhcpkwz9WzPH+wTPVQmeJKhWJZpFoO8GwlwqnTh3n5/JuMpesMBrL0eXP0zntR+2OYYjmM0SJ2cQWrVMEurTCTO4i/fBDxyBFqr54mf+wUB189zovnjnP6whu8+c45zlx4hwvvXuHKrZtcv3uHm5/d5cadu9z44CPevXmLSzduce69G7x5+SrVIyeYEFcxgcad5Ik9Gp7cPMhTmwfYtVvB5p39bNrRyzO75ezcomD7DgU7mlWs3d7Po9uG2NLQw/YD/Wx8ZpDdB5R0NhhRN5mxdlsZ6TIz2GpiuM+AVWekTTvJPs0S3WYnLSNjqPZqaW7QsG57H4+tb2ftw0088EgDD6xpon9/P13NIwy2GnD0qdD0yBlsVGLdL2NcZmI6UsSUWsGQq2DKV7BJFQzZKoZMHVN6BUu2hiFXx5irog7VUPiLDPgkemfdDC/6aF8M0L0QpMcdpS+apjeapSeQpSOaozORoTuSYTgiMRjI0BVI0JkQkEkZNOki8r/HEnWpPJpUheFUheFEiZGwRJczwo5pH1umA2zUe3i0Z4nH++fZMTyNdnGSfClEIuJDOzaHZtKL0eFCbl3ENOljKRggkPDhDXvxSCnG/HE0i3HM4QoqcQWDWMMkVTFmaxjSB9Glq6tuOV1HIx1Ek1pBJ9QwpKrohTo6oY4tdxB7qo5FrGEWaxhSNfRiHaNQx5Cuo5NqGDLVvzdsy2hzZYz5AqZ8AXW2iEnIYc0UsEgl9GJt9USQqqGRqiizFbr9CeTJNHqpijpdQyHW0SXraIQqg/EqffEKg8kK8ngFhVhhRKyilspo0iXUYhVduowuU0KVqiGPHkIlVlHFigz7ivT4SvTH6igSVZSxFfqiaXp8cfpnIzTZfaxpMbCuTcujrXo2NFrZ3DbKM0Pj/+8Frm6ZAm0kgzaeQpfIYA5LjIUFpsMi06Eo07E4FjGGPR5hLBjCHvMymgiiTyRQxQVGoyJj8Tg2IYI+nMAeiDMeD2OLRzHEw6jCIvpYAmtMYDyaZDoaxRYSscQymCURs5DAEBYZSmQZjhXpipXpj1VRJPKoEiU08TLaeJFRIcNyNoO3nCO8UsNfrbNQfhb/c8cIv/AyiedfRHzuGMKR0+RffpHSkRdZOXaEg68d58Sltzly6TwH33idg6+d5tCrJykeOU7spWOEXzpK4qXj5E6eYOXVYxw9c4JX3nqFg689T+mVwwTrB7FlSthSRXSJAsZUHnsqiyWZxyqUGM0UMCUlFG4/E+k8llwRW76INiHSs+ij1eGneS5Cjz9Jn19CE4xjdEXRuUOMLPsYmvExvOhnyBFEPhdG5oqi9MZReOMMLAfpW/LStxRi0Bmm0xWlYTFC84KPoQUXg7NOBhfcyJw++mb9tEz42bcQZsdkgD32CO3TPjocQZomk8gSGezZPPZMAVM6i0nIYRNy2NIZrFIBU6qMLV3AksmhTZdRp8ooEzmU4TRDvjiKhSADC0HaZqPsG57lZzu6uH/bAI9vU7F5n4YNzwxz39YhhgccBBYnWJqexj27iGt2ifl5F173AgGPi0goSCGT5LlKkRcOlzhybIVXjh/m+CuHOH78MG+ePsylt45SevEE+uUM2kAGRSiFwhtgPJJkOpZlLJHHKOQxSgVshTqzucO46keIvnwc4chJsqde5/Cb53jxzTd55ex5Tl54i3PXbnDjo4+4fOs9Lrx/jcsf3uLyzZtceO86b7xzlaNvXeLomxc4de4syRdeZjxVxiSs0LUU47EeFVsbRti3e4S9O2Rs3yVjyy4527fL2LWtn117e9m7W87TO5Rs2Klg/a4BHt3aw9pNvezYIWOgUYW5RYatXcZgr4rhLiP9/RpkfRo2NRpY02Kirc9CV78B2b4+dm/r4dePdfLYmi6eWNPBPesb+JeHdtP8TBvDB0ZQdo0wMSJjqF3G8G4VlnYlZpmOqbCESahhFuvY0xWMYgVDuow5XcYs1jCmixiyJTSpGoOhMp3eDHJfnp65OP3zUQbdAopQFlVMQiFmGUqVGUxWGRFqDCQq9IXKdEVLdCdy9ATyDIbLKMQSqlQRRSKPLp1HKeZRpMrIU2VkyQKyqECDw8M23Ry7jItsaLOyfq+BDZ1GNvcYCSR91Esijlk/A5YFjPPTDM8vMDLpRjkVwuAKMxYOMZFMMpvOYEmmkQcKGBJVtKkqBrGGXqqhlg5iSB3EmKmjlA6ilqpohRr6ZB2tuIJGXEGXXsU4mnQdo1jHmqphypcxSqtpJ3O6ii5TQ5VddfxaqYZKqqJJ19BnV5u4mlQNU6yGWqwjl1ZXtVRCnS2gzxYZiZXpWUqhjFZRpWqopBrqdB2DUEOdqiPPVFGkKiiFGjKhhkyqoJTKqFJVlGIVVaqKKltBky2jFWvIEysoUzVGYlUGg2VksTIKoYY8WUcRX2EkVqLfK9LvjNExF2H70Ci7+0xs6bOyvtvMg5061nZaMP7jyIYemRxNSEATjaGNBjEEQ9jCcexRAWtIWHXfYhpTVEIXFDFGI1hjPsaiMSyBGFZfAkcwwngihi2ZZkyQcKTSTKRTmKUoungCQ0zAlAhiigcwxyPohDBaQWQ0lsGWzqIRcgxHMqjCGWShDMpwAXMii13M4sisNhqtWQlLLo0xkWUstcJU4SCzK4fwHTpM4rlnyb70PNVXj1M+9TorJ45z8PgRKsdfQTpxHPHYUdKvHEF65Sjlk6c4cvY0r7z1Bs+/cZra6aNkjh4j9cKLFI6+wqE3TnPorZNUz7yOePJlZgtFDMEC1ngOXXJ14NVUpsikVMSRLmBL5DGKEvJIGEs2jzFfxJ7Lo02L9Pl8dC+66fYE6PZH6PUKDHsSDLoF+pwphlwxRjwJhgJphp0CI0tBRpYCDDmjKINRFHM+BqaX6F9wMTy/SNech93TAbZMhNnmSLDPIdIxm6ZvPolsJoJyIsjIYpCR5QBDS156l6O0OeP0zqaYFFLMFQQWMhKWVB6FWEQhlNHHqxiFKiapjDWXw5LLY5EKGFIFFMkCslAeRUBCGRDQxiVkHon1Owz824YuHt02wIYtajZtVbNuxwj3bOhi234dnuk55h2zuBdceJfmcDkXcTmd+Lw+Iv4guViMmiDwQiXPy4dqvPBchVdeLvPmq4c4//qznD7zKsHDL2BNpTALGTRRiWG3iNkjMRrKYBVz2LJl7FKZ0fwK1lyZ8cIK3tpzZJ59kedOnOT0W+d57e3zHD1/hlfefpuT777Hscs3OX71Gq9cusKJy+/yxnvvcPbyec5evMCbb1/g1JmTvHTqJaKHDjOTr2BP1RmcDrGtX8vTrSNs3zXEpn1KfrVXz/3b9KzbruHpBg3b2tTs26dn9y4DWw/o2dWq5+ldMjbtVbK/2UJPsxlZpx5jlwZ1hwZd5xjWARWTshF61Vr2KMfots7RJXPQ2aZn255BHtrYzX0b+/nFpj7+/fEO7tnQT8NOOQPNI5g6BpkZHsKmUGFRKHHIFIzKVUz7o1hyFSyZGpZsZTWdkqlgzFdQp0q4D7/EbHEFa6qKMVlGmSzS7xdpnI7Q7s7QFSgw4C4yEsqjTOTRCkVUqSJ6oYApmsMeyqJPZBkUM/RGJdrCOTriZfozNfqzVQayVWTJOqpUFV26hFosoE0W6VwU2TsepGE8yG7NMjsHp3iy20TryCiHi2Fy+RiaKRcdUy565rwcMC+w17RIx2QEw5LApC/JUjxOIiWwFItiEEW0uRKqVAVluoomW0ObWsEorqDOVNEJOfTpVWyjTtfRSitopBVUmRrabBVttoY2XUcv1dBmamhzNVSZOtrM6ulBLdZQpVdQpVZQinUU4uqqTNfRJusYxBrqTBV1ZrUhrEjVUKUraNNlFIky/c4whkQRTaKGVqyjlWqo0zWUqRrKVB11cgWNUEOVrqLKVVBkK6iEGiqxxrBYYyhdYfjvMU+1WEch1BlOlhmI5VEKBdSpCsp4HW3sINpYjf6QxGAgRdNMgO0yOzsGR9kyNMFjwzM8ODzNI/IljNZ/YPxdMgX6eObv40cjjAshJuNJjAkRbVhEm5LQJ9OY4imsiQS2iIA1HmM0nWQ8LmBPxjGnIquYKJHFnC4wJhSwx4voE2UsQpbRZApTUsScSDGaEjHHk6ijcTQBif9L13t1uXJf174f5Yw7zrl+OL6+DrJkSaQiyU1ykxQzd+jdCRmFDDTQOefcCJUDKlehu3cmN6NIkaJoWc7+Qr/7UJDOGLbvA14wAHQ1umuuteaca/4zpyZ3L3Tunlukz22Evk6571DteTQkh9WhzZbnsWrbLJoWDcWkoo5HIi1kbXjNfvCAwdUTvEef4D95TPThCP/ZNZefP+LBl0+4/vwZwaefY33xOfGX33L/2z/w+J//gY/+8DUPvv6E0ZcPkB77HEVXHF8+5PThIwZPnyI+eMaiG1Pt27T6LjXDoWO4NE2PuuXQMJIsjrphUlYlGkOHhumzYLk0rCEZ0WTqwmL22CTTtchdGAgnOuWuQuNEobLfp3Deo3QmU+sqlC9Esic93t9TefdQ5J3NAe+uXpDa7lI/7lK4EEn3e+SORe7sidzZlri9p3H7SGPmQGP6QCSz30M40Ji7kBG6CumzAcKxzJyks+Ro7A1FVg2ZmqJQlBTSik5ed6hYDnXTZc50mR8OaeoOFdGnLHnUZJuK6lC2hsypBm/kFvi/f3aH//eXs/ztK0Weu1nkr26m+R8/meD1uwIn68ust1fYWl7ncH2JvbUldtf22d09oj/YZyAdIsrHmEaf2Da4Gg1xXY2r0OTzxy6fffkx+/GIljako7m0VZ9GP3GYbdoubc+nPkxG+7xyxezgEkF7yGH0jEH8FO36CufpNQ+/+IhPfvMJX//+W77713/id//xL/z23/+Nb/79P/jq3/6Jr//57/n9v/0T//bv/8A//8vXfPq7zxl9/RnW08/Z9gKW3WTSu1Va4Z17LW7eKvHu7TJvvFHgjdcLvPxBjV/cmeen91Z46b0OL7zV4tbdJunpGm++n+eVt/O8/rpAeqpOerJMZaJMPS9QmFineq/NfKlGaalNtrVIbmmBfH2OfGGOVyYqPP/qLD94cZo/fzfLX7xU4G9vpEm9lyN9t4zwXomFmSwL2TS5yTztqTLNVImFgzM6w5C6GVIZJj72tuVT9mM+2Dlm7tyj5v6GghlSlCMEOSDbM7i9PiAre6Qlj9SFRfZiSGrgMKu4zOoeedWm0ncoizb5vsW0aDElmcyeeuQufPJKTEYdkdViUmJMfnBJW4uomz5F3WXq2OTWrsxrGwNuzHf5RXGP789u8rPcLvP7ZzieyqnaZXq9y91NiZnlc2Y7h+R3zhBODVo9ky1V40BVWR0odHSFljGkpnoIlkfODimbMWU9oqz7zPX7NAyLshlT1CPKY8qrMAZfQU+slyU9oXgKw5i8HSPYAYIRkldiilpMRR2RV+PkoccUrBhBS5qkmu6TN5KfKSgRBTmhfIqaT7Y/oGw4FLXk/QUjoqRHlNQQQYkpSiOKUowgxeOiESEoyfXk5BEZLSIrJxRRQQkpSBGC4lKQLbKqT0FJpomMHjHbi7kjBtztOryxesGNbJufT7X5we0GP/ygxvOTbV4ortP8z8A/kclT6OoIfY2mqrKknLMiDWhqKnNqn7asU1YlakqfpqxQFw2aypA53aZhGDRNg5Y6ZE4b0jRtmkObRd1hQbJpqg4N1aYmudQll2VtyIqlU5cMygOZqqRS6+kUegb3ehbpvk9B8hGkAEEMaWoey1bA+jBi1QhZMFyWXZ8FP6LtXbLmPGBr9ICd+w84Hj1Gfvwx1sdPsD66z/DZR1gff0Hw5VMefvkJ97/6nNE3X3P9zdd8+PV3fPbdd/z2X7/ju3/5lk+//YLoi88wnjyh+/CSgyufndij6z2iY41o6g5zerKuXbcdao5F0XIpqD4lw6GhWZR6EmXDZs4MWDBcqqbJrKhyr2uQOzHJnxjkTzUKpyrTFwb3Th2mz01SPYnsropwotA+FVm8kCnLFkXVoHChcG9/wMSGyMSxxNRA5vZZnw/2+nywJ3HnaMD0yYCZfZHpPZk7RyJvnfR5b19i6lghfSKTORKZPdIpnum0taRYLWhDWopFS7UoSS4lxac49KlYLk3DpWrZlA2XkuZRM5MV85LmkpNtil2DV4od/uynd/nzGwX+7o0iP349z1++NMP//OEE77xXob++zP5im5PtVS4ONznaXOVwfpGT1VWUs100dQdN3se3+lx5Cle+TeRafHjt88mVytMHPofDmIbkMm86tCST1GGPumwyp/ksmAErbsy6fcWic8W8M2Jt+Jiu9wzl+nNO7n9E98mHWB99gf7kc4Yff4n3+VeMfvMbRp99zIMvPubRbz7nsz/8jt/+x7/wzT//nmfffcVn//AtH37zO3pXT2ibPg3HIS2ZvFbe4PW7Hd6+1+GDe02m7pbJvFUg/W6J27favHd3gRdvt/mrd9p8b2KFn8+u8sLEEi++Ncev3qlQmKzRuCewPFuiXCxTbq1Rbu9RWeyR2Ze4c6Rwd9fg9tIx04UdXpxY5mfvVnjxZo5f3szy4i9meemFO5TemSD1XonK7RXmim2Ws0VaE2WqmRbldJOl9QvmtSvKyoi8HlM0IlpGQFWPqHeHzOsmgnVNxfRISR4ZMWay6/DmrszEhcP7A5+7oses6DMjeUwpPrMDn1zXITMYkpKH5Hs2swOfvDKipMZUJZ+SEpFVYvJyREGNKcqXtMRL5vSQrBIxuWtwd73LOxv7vFRa4+dT8/zgVp2bt1qovQueXcscywNuLXeZOuqT2RfJbSlUTlTqskZHs9i2bFY0iVrPpCKGY6tjTE2MqCgxJTWmIicdeMOMKFkhgj6iqI4SqkWLKKt/BNMReSWmpCWUT1GPyA9DUl5A1owQpBhBiigrSZdfUGMEJUbQRuS1hGKqSiE5ZZT495WYgpw4dbKix/SuTEEOyKkjckpM3gypmB6CNr7W8ZQgaCGCGVDRIypKREWPqOoBeWlEQYrJyzEFKaQgJk6iou6Rl/2k0FgBM0rI1IXPRH/Iu12Tdxf7vJhd5afCMs/lV/mRsMn3sws8l174r+LuvWyeBcVkXtdp6QY1fUjdGtIyhzRMkznNoq2bNCyNlm7SUCxKkkNDHNLWTNqGRdOw6RgWLWvInGWzpNks6BYLpklDtcjLNsLApSM6NA2Xuj2kZZq0zCEta0hDcSgNfIr9iGovpjGIqIsh87pPx/RZtTxWhz7LZsimG7IdX7IaXXE8+pDeo+QmP7l/n7NHT+k+e0b3owf0Hz5EffIU98OnxJ9+woPPPiX85Fli/fz8C/Rnz1AffYr58Bn9+48RHzxCfnyf00eX7MUh22HEXnhFy/CpqA51xaGmOuQNNwlcMlwqpk1Nt2nIQ3InEhXZoWkESSqg4dLQhlSlcV5336Dckyn2FQqSgSAb1ESTSt+ieOFRvPAp9XxqYkhB8siKQ4qnGjMHKvf2FWaOBkwdyEweS8we9cmeSeTOFYrnEtmjM6aPetw97PHmcY93jwdMnMmkBwZTfZN7xxbVM5s5JXnU1CFtfciy5tHRg2Tl3HIpaz4FPSSv++QVn6LuUzFMcorCvYHC2/sqb20P+OGdEv/7+Um+94LA935V4Ac3cvzFz6f4X7+c5d2pKr3tNfYWFzhY2eZoY5fD9U1ONtfpHe4jnx4Q6CeE2hmOeoolnqANztHkM1xnwKV/hn/ls2ZdUZUC6qpH8cImfWZSO3WoDVyahs+cGtEx77MYPeDw8jHG1YdET79g9OWX6M+eYn/6jKe/+5aPfvdb7n/7LZdff0v8m7/H/eI36J99gvH5Fww//wrt4y/oP3nG2YPH9B88Q3rwEXv+FXXPo21F1HoOr5dbvDLRYnqizr2ZNhPZDlP3WkxPtpmaqHF3osKbb1X5yVtV/uJWi7/8YIm/eWuOv3qnxkt32tyeXCMzs4Uwu8Hs9A7F2h6lzjqN+hbZlWMmlk/JrV0wUz1kXlhi9v0aP3xd4MZrKV59foIf/s17fO9v3uf9l6e4806F2Xs15qcLNO7kqd4u08xTXKDYAAAgAElEQVQ0qZbXaR1aVPRLynpM2QwpWgm10dIDmtqI5tCnZQbUlJCyHFOWYsqix9SpQV70mOiH3OuGTHY9ps5dpno26b5CqSdR6qsU+wZ52UVQXISBR0pxycghBSUip0Tk5SgBKzmiKsXUFB9B90j3be4dadw+13h9Q+UXlTN+nDvk1fQ2J90BUdBj7fCM6bkTChtdhK0LZjfOEPYHLEoaK6LNvOzQGmhUuiq5vkNBDkn3A6qDiKYUU1YjynLSyZfViLIRUtGSbjwvjyhKlxTUmJwWk9dG5KyIohMhGCPy6oi8GZK3osRho8aUxZiSmIB02Qgp6hFZNaaojSgqI0pKTFUPE8pGiimKETk9JjVwmNgZUJAdipqfTFZaIt6WlZC6FFFSQvJ6SNHwEbSE5qmKMRUpoqRGFAcxBTVEMD2ySsCMGDLd9ZntughiYrHNqhEzg4h7Rxb3zk1mzh1urSm8MrfDK50VbnQOuNE856XqAa82Dmi2/3PHny3QEE0aqkrL0KgaFm3TZt4Y0jRsGqZNwxpSN4e0VZOWOkxOoFFsWopNU3FoGA4dw2bOsJnXHRY0l0XTomNpNA2TOdVmThzSkh2qlkNtqDNnGHTMIQuWTduyyWoWU5JLRnYpmQ5pMSAnB5TVgDnNZ94IWXIiVl2PVddnMYhY9R+yFT1gN7ri7ME18vV91AdPkT96hv7RE9yPH2B++ATp0VP0hx/RjZ/Qf/wh+qePMJ49pn/1lLP4Q47jR+xfPeT0/hPO7z/mcDRiKwrYCWMWTZu6ZlNRXQTDpqK51DWPuuHQNG1apktVc0h1ZeY1i2U9Se8rii6FC5NcT0Po6ZQvTFIXJjNdE0EyqKo6zcGQhjhMdhj6EuULndyFQuZUIX2icGdf5daeyJ39AVP7KpMHBjMnKrOnEjNnapIZdKZSvFCpdEXK3T75c5GpM5V7JyZTp0NS5xapM42CZFLWPeqqR10d0hSHVAcOFc1DMD1Kuk9RCihIEUUpoiSG1DUvEew0E0HVyJ73eau9zF+/McNf38zw07dKPPdehV++VeWHr2f4Xy/c5tZEkdP1JbYXOmx1VtheWON4bZ3j7U12N1Y43d1F6R1jiWco53s4vWNsrYtj9BgN+1xrB9wf6ewGVxREl+luwMShycSWSvbIoNgdJl5o+ZKq+oCyeZ8l6wHS1YfYH32K9ukzjKcfcf/LL7n+6nMuv/iU0Ze/5vq3v+Xp777jk99/x6d/+Hs+/Yff88l3v+fZb77jw99+w5Nvv+HRF9/w4ONPOR3FNN0h84ZHbeDwRn6R9/MVLo/bNAp5nk8t8fPUCq8WN7hZWOVmfpl3p5Z5Y3qTm6UDfpU74s3bi7yZaZPJbVAsbDNXWadZX6fa3qDT2aK6uk9z+Zj8WpfptQtSS8fcqRxwK9Xh7btNfvp2iRffKPLCL3Pc+GWeH740yw/fmOGDaYG76Tqt7BKZ7CaT2S2E2hKNxSWWZDtZEDJD6kZChZbVmDkjES0bVkTLiJPFo0GMIIZkpIDsrkar51Dp+eRUj7zik5MDUrLPpOiRFV1KskNB8smKITnZIyP7pBWfvOQhqD4FLaCohQhagKD7ZFSflOwzK3rc2ZKY3JBIn5rcOVN5c0Pkxc4Zv5w7obAnI/kelTONdztdJlb7TK6ck1o7ZOPigl3VZFUa0lSGzGs+bcWgJas0dBtBc6ipPuWxAJ1XIgQtIq+NKI03cAU1IqeMyKuJbTKvjSgocTIJmBElI6YojiirMUUzTAqDGVEwIopyTFGNEPSQvJp06QU1KRQFK6JkRuTH00NBTvYYUl2PiXOTjBGSVkZklYiCGpHVA/J6SFmKKEsJNZRTIgpKjDAIEf74nByRkZPni0pARomYkiKm+iGpXvK7ZJRES8lKMffObe4cm0weudxa13lx/pCft3b4aeOAn1V2+Wlxi5utI5rt+f/E8ecKFNUhFc2kbJhUDJ2m4tJWXVq6naT6GTY106KpGTQVg45m0dFs2pJDu+9Tl7wko1od0pCGNAdD5lWVRcNk3jBpqAZFacis4jCj2QiiRU0Z0rGGLFhD6rpLVfOo6y5106FlOjRlj5LqUhY9qopBW7fpGCadocWC49Jxfdaia3avH7D/8BFnjz9EevQhJ9dPOLx/n9MH1xxfP+Di4UN6Vw8ZjJ6yd/WQzegBR9cPubh+wG4Us+0ErPhXrD24pvvRU7RPP6f/6CHbYcRaEDBvO3Rsm7bjMGf5zMkhTcWnpvqUdJ+a7tKSA6qyTV13aaoB1aFLzhxS6urMnojM7EmkDnXShzrFE4OGaFLrmwhdi7xkke8blLoqjTOFck+lcqpROTFInajMnCpMnmhkegbTZwbTpwapE4v8mUWhNyTft8lIQ3KiTrEnU+grFAcqlZ7JbM/ibtcmJSUTSk0LaKgeDcmm1nXJDwIEKaRuONQ1j7LmUdaSrcKiFCTr4ppLRfWpKC4NUaF0dMTNyQo//iDLGx+UuXGvwYulZV65t8zfvVajnF7kZHGR7YV5ttaW2N9a5XxvG+X0gP7+Kt39FZT+CdJgn8H5Ns7giJEm4ckXXDtdHlgXSEONZSdi3nZpukmuel1xqds+VX1EzUhovj3rmg37kqYxYiG+ZDW4T8u+pu0+ZT9+hvroY4KPP+Xp19/w2e9/z5f/+G989S//yhf/9I/8+h+/48s//I5ff/sNn/3+W774x7/n83/6B57+0x/oPnxI3RpSMxzS/SE38zu8le5wvNrk1mSFn+e3eTW9z2vTu7wys8XN2Q3eml3htdwKbxY3uVPY5p6wxHv1Dm+vrpNe3KGysMHcQgdhZY3i5gGzK/tkFw65vXTO22sSdzY1prdU7lYOeDe7wKu5Om+k55iYanHrvURc/mBWoJLrkGltk1s7ZmL1gneb50zUT7nXOqHcs5MN0jE/XZYvEbQRgjpCUBLKI29EVPWYihRTNmJyeszkuYlgupT0JJWyYIRk1JDsICTdDUmJIbNSQEaMyMohOT0iO7wkZ8TklDDpkLWIiulTHzo0TY+yHpBXY3JqRLbncO9AZ2bHZGKjz1vtPV7OLvKDiTKbB3v89teXtI4ueKW8y68aJ7zd7HJ34YyVMxHRsHA9jYHfpTuyacoe6fPE2VK2Qkpm4pYpaRGCmgB3QYsp6yElI6JoxYmlUhmRky/J6xF5LUwWp/SYnBqPRdcomVzkmLQSkzEiskZMRo/IqTF5MyBve2S1iKw0oqDHyWfJyUZvQRkhyBG5ns+9M5eiFJOTrihIMTk5ZmZcOJLrSGictBaTNSIySkxWTApBTonIqhF5NaIkxuQHMdlBTKYfkxYj0kpM+o/UmjQiLfukZZfcICLbu+JXqxLP5Y54qX7CzfYhv1q64O7mgFbnPwN/tkhF8ZmTXepqkhFRUQKqqkfZdCgZNhXFo6Y6VI0hZd2gaVrU9SEN3aEt+1TlIAkiMk3KukVTNWkbKk3DpC671DSHxtCiqtvkDJeiFFCXfRrDRBOomi4t1aOlJcehVU0nydJQfBqyT012aGo2Hd1izkxsU61hyPrwmm3nkj3viiX7khXvmpXomlX/kl3/ms3gms3QY8ePWRw+YM0bsW4HLNg+c0HIUhAz7/jUPZ95z2PJiqiZLvN2wO61w8GVT8eyKFlDKqpLRfIpKQENI7nOmulQVx0ExSEv6rSUIS01WfQQVJ/8hUPh3KB0oiGc6tS7Bm1Rp6UnmkhLtWjKiVuoLNlUJAdhEFAYRON17ojiwKcgehRlm5w4JDewyQ9sin2X4sAmJ9mkBg5ZySAryWQkhfRAZ/bcZnZgkJcV8gOTqmonW4aGi6B55AcRBSWgqdq09CGC4lM1fGpmImJXdY+y5tMwPBqaT9GyKUge5W7Ac3fq/M8bt/neGzP85M08P/2gzk9eb/D9mzXen2lzvLbG4eI8+2vz7G13ONhZ4ezghO5RF/nkHE3sIXcPUaUjzEEX8fSc08MNLg5WcPv79F2NdS9iQ/NY1n3qWkBGtcnqHnkppqZfMje8ojO8YtWMaOsjVoP7HFw+5th7wPHVfZQHD3Cur7EfP8D6+CPcTz/D+vg3DL/+Fv2rrxG//Abj2++wv/ot5pdfY3zyNRePf83Go885DJ+yZPvUrIDswOHtyhn3qjvsb66Saiwz096hUl+nXlhHqK6TaXWYqSxys73Gz1pbvJjb4mfpNX6Z3+BWdZ/3Vy64tSmSXTyl0Tlhvi2ysnjI+uYO7dM+5dMBcyddGvtHrK0vUV5b4P1am1cyi7yaX+HmTIfnb1e5l15jcu6QmeYp9dYR+YVTKksHdNr7lOcvKJ86VLXoT0BU0BPQy6kj8nLEtBIwo49thuqIknaZALPiUbW9RGiUR8yqIWk1WTYqDAIKcpgA0yAkr/pkDZ9pNWZCHTGrjShJI0py0kmX1AQI8+qIvDEip0ZMn9jc2T7l1voR73VOeX9uh1/VF3ivucqFeEgQDWjsidxd7vPByoB3ViUm9gY0xZB5ccSWkwjtTcsnL0ZMi8n9kdfjRGuQRwhawrHnzZiCmbhoBDUpCmU9ojRIROeMEZK1Q3JGTMEMEbSIkhyRl6IkhVOOyf6xq1cjcmOBNqdGZIc+WTOgYCTfYUGJKKohZSVMxFo5otANmDh2KagBeWVEQRyRl2MyWkxGiUgZIzJGjKAkGkFWj5m1IrJqSF6KyEkxOTmhlbJq0tVnpZismBSAlBSRViIyWkRGSeKZ05JPXg2Y7bpMrexze2mNd9bWeXPzkBsrfV5bU2h2Fv4r1VPSPCqGTVNzqOouRcujYiadfln3KGoeRcWnYnh0xtRMU3Wpad6fnC0LukPFdCjqiYC4qLvUdY+ikuSC1IY2TWtIRU+65ZocUhoDe8N0qVg2ddOlZrgIuk9ZTw43aOgeJTWkaXrMmS7VoU/eCqgaEctmxIIes2SPWHZGbHkj1t1L2up91oYj1oOQxaHPoh3SckPaVsiCFbFihCxoMR0rpu04dIYeG8MrFvUrKnpA3Y5oBzHzXpQAoG7/ieOvGR51x6E2tMcg6lPUHATdTDSOoUvd8CnIPjnFpjZwEAYeadmnKnm01cR/XjMcKrJNQTapKBZ12aSsqGRlE0G2qPVVhAud7IVBoT+k2B9SGxhUejLpU5HUscrMucLUicbssc7EucmtY4tb5wYTZ0MmzmxmukNyFyaZY4NCz6ahucwbNnOmQ9nwKeoec6pNVXUp6B4F3adkOZQtm4LqkB64pAce9y5s7vVN7p4lwVw3Zhb43gtpnnutzouv13nhRpm/+/ksf/X9Ozz/szRH88ucrc6xv7bIwcYyG7sdNrY22Fk/4WL3jP7hCdLRIdbFCZ7cRT65QDrdZzjY475+RvDEZi64pCFHNCWPvOyR7Q2pyi51PaapJXa8yvAxW5cfsxV9xJz1iJ3wGedPP0F89BT9yRPMR08wnz1l8PEzuh9+gvThp/hffEvw1W+Ivv4N97/9hsfffssnv/uWR199hfHxxxw9fcKOd0VHj5hzEp1ppnpEudrCOmjTqBaYbS4zOb/Gu50t3mzt8XJ1n59Xj/h+65QfzHf5cbvHT4UuN+p9Zms9CnNd5leOWF/bYX5tl3bzmE5rh4WFdfIrx9w77DN7LpLfuWCms83rMwt8/4MGfzPV5Pt3mvzirQavvVsik5ljprbBB+VdSrVNctUtqo0N1uaWWdvYpy36CPKI8lhwFPQE+BLhcUTeiChqiYMkEThHZOWYmZMhFcUnO4jI9SPyg5CiEiZCrRiRF5MohvyYnshqPlNyyKQYM9uLyHZjMnJMToooDkbk+5fkBpcIWkRZCcmeOKR2B2RPJO4dyLyxdcHrW+d8sHDCjtblNLigcnxCaqfL7OEZmYNDpk76FM+GlI9MBHGIIMXjeOSQwiCgpATklRBhMKIgjRCUxDGT0WMyZsL1F5WE0y/oMRUxoiRF45ybKBFqlYi8OKLYjymOnTJ5NaQkJ+8tKuNohfFn5ZURgh4gWD4ZI0xeq4RkjCR6IaFpAqZ7NjN6TNZKnE65sSUzo0WkzZisnnyPGSkRf3NK8v2lxBFZaURajZjVY9LyaFwIYrJSMmnMijEpJSatJp+Xk0LSg4h0NyJ7bPLe6hm/Wjzn9fYprzZO+WVphxvV3f8fqkdzEVSXsu4mnZ09pGC6VBWPmpwAQkV3qRtDWprDnGnTMW2qhk3RcCjrLg3No6p6VDWPtuIxrya503XJp6I7yfSg25QVj4ISkJcihH6I0A8QNBfBcCmpCc9cUXzaps2CZY0PRPYTm6E1DlyyQ+q2z8LQY9EOWPcjDr37nERX9B/ESJcjzsL77AQj1uL7bIRP2L66Zju8ZN57RMu4T00bUbA8KrbPonPJdhCx4fg0tICa4VIVPSoDn4ruUR+6tCyXhmXTNBzqlktl6CBYDkXLpawENKUxZWV5NE2HqmYzc24wfWoxrVoIlkldsmkMHBpG8tr6wKM08KmKATXVp6HaVHSHiqHTkrpUjs6YPTohfXJG/kwme6ZROJWYvVCYPJeZOdeYPtWZOjW4d2Jy52DI7ROLW8cm984tsucm2UOdzJFOpWdS0zzahktHd6ioHiXFpyYHCc+ve5R0l5rl0hra1HSHouyTPfeZPPW4c2Fz78LizoHMT2/V+OsbaZ57p8LLb9X52csF/vylKf7HD97h5ZfTdBcWOVmaY29jicO1NfY21llbW2FpcYv1pT0ONvY43z2if9FHV3SU/ilab5fQPOaJJ3F9FdNxY/K6Q0H0SYsBmZ5DU/WS1Xo1ombFVKyI1jBk0YyoGDEl54p29JDDy8f04yfoD56gPH5E78MPkT79nItHn7IVfUzHvU/TGbEQxpw/eob65HO8Z58Tf/IF/qdfMLi6pm34tMYW4um1U5baTbY6NV4utnhn7pC31495deucV1YHvLEg8WZb4ZWFAS8vSdxY7vMT4Ygfl455u3zKZOGEZnmLdWGN1cVtdtc22VycZ22tTnl1mV9t7vHGYZd3tyXeqJ7zy8lVnr/V4YU7K9ycWeK90hqT6WWE/BqF2gGp+S1WNw6Y39hnbmOb1fVNVg+2mZeGCTipEYKcdP6CHFHWQspaTEkaUVFGlLXEX54xxuDfdampAXklSrpmY0TJiKkqyWfkx1RKXo1IySOy46602E/en9FjMkpMShqRFS8pinGSXGn6lNWAouQzfWqQ7RrMng+5cyEz2ZOZvTBZcVTcJwFtTU8OdzlzubU75PaBQf7CZUG8pC4nQmvVGCdiDgIqiktV8ymLIVl9hDD0KZkBOTUB/6IaUZEiCnJixyxISYeeN5JiKCghWStgVroiI41I68kUkNfiBGylmKw0SigVPeHw80pC/aT1MAFdJWJWHzFjxOOpIGZmEDLRt0kpIVkzJmuEZOSItBiTlSNySsisFiZ0jRgxO/buZ8axFxklJq0mlE5WuiQtxgmwSyEpJSIlRaTEEanBiJQ0Yma8DZzuh9w9snht5ZgXF474WbvL37XO+clSj3cOLVrzC/+Z6ilQFgPyok/BcClpLhXVQdDdBOwVn5rsU9Pc5AgxyaWhOtQsm6LlJLyg4lM1vYSmsR1aY+qoKvpURJ+qYlNWbATJpqLaCLpLQfMoyAF5MUJQvcQ+qCd8ckN3aRgeZTU5C7Omu3RMh47lUBt6ycNI8q/LhkdV92ibPm0nZDkM2RmFbAQjVo2IphlSH4bMWQGLpk/b9mkMfRb9mI2rmKMH1/QePOL8ycccPXjKehSzaIfM6R5NzaFh2skhC1pSBCqGS0P3qJkJ+Jf0JO6gLg0pKT4lNcnRrig+ZdVPdg4Ml5LlUTA8copLTnTIih550Scr+wiSx5zq0jIc6qZHSQrIiyHFgUfm3CJ/YVIZmBRVi6ruUtVtFj2LsuVR0j1y5pC06jAhDbmteExKLpMDl8ljh6kDj+ljh9JgyJzhsGg4NJUhRcWjoPgIY/tmTfWpKz4N1WfOcP+US1LQPPKDgOlBmAh2Zw4/ut3hf9+Y5m/fLvKLN+Z44bUqP7iR4n+/OMEP3ppmZ3mZ48UOOysrbG0ssruwxHpnheXlFbY3Vzk/2KN/esjF+SEnF2ecnK6ztrvC+ckhjn7Eha8nUQN6RHN8aIagRdTUJAGxpEWU9RFlNaSsBpQtn4rtUR/61N2QpndFZXgfQb+iZMe042uWw6cs2I9ZGD5i2f+QzevPOHvyOXsPPmTVecKB+4QT/yFH7mPWw5i66VE3fEoXQ6Y663RW5zjbajKx0OH1pS6vLPd4qSNxY7HPy6t9bnYUbiyI3FyTeGddY3pdYvqoR373gPLWPvWVbebay1QWNums7rC1tMnS1hLNw3VyJ4ekjrvcWz/kneYmLxVWuDG1xCv3trhZ2Oat8iHvCHvMtI/Jr50jbAyobfUQjk5p7h2xsX3I2uYRC+cWgjYiZyVdakmNqRoBTTWgokYUpIicGJOXkq4+rfjM9hxypyYNxaXU9yj1bQTRTU6dMiJyVkzWiCkp/8d3nlUi8mZAUY0oyIn1sDi2H+bliLweUbBCilZIXg7J9VyK5yozBxfc3Tnl1k6Ptza73D62EM5Vjm2XeUln5lhl8lTl1r7O5N6AUl+kLDsUpUQ4ndMCmopHXdep6kNqmosg+2S1iJwZklVHpKRL0lpCMRXkGEGMyY9584IakzYT901BSrr5nD4OSlMjslpMWrokLSU8fFYckZFG5NWIghZSliOyckK3pJSYjBqRVkdktEsycuLBnxnEpPoBOSkkK4dkpZiMOO7cpYi8HpC1fLLKmLpREuDPahFpIyKjx2TlmLQ6Ykq9ZEoZkZEjMmJMSh4xpUZMyzEpKZkQJsWISTlgVvR468jmZysKz80p/KSl8PyCxC/mRT7YMGn9F6onV6Alu9Rlj7ruUVZ8WqpDS3GpGDaCmXSHddlLKBrN/RP3X1NdGqpLTfapmDal8WtLetLBC3JAWQwoKcnEUFUSCqdqOtQNm4ruUjRdqqqXfK6WCEwVxacuJp1oXvEpygF1zaOlBHR0n/mhT90MKJoBFcOlaTrUDY+y6VMeelQtj5LlUTUCampIbVzA5nSPOcOnY8eshSM240sWnYC2GdI0Y2p2SG28ADM3dJgzPOpKQFPzaOkeNcOlpCc+2qIcUjFdiqaHILnUBy5lNaBk+NQNj6biUdG85GYbREkhMBI7aFb2yYoeaclP/NT9kOIgQFA8SqpPZhAxMwjJiD75vkdRdMkrFkXNoKqblCUHQfbJKCF52Scju+R7LvmeQ1pxkq1czWJm4HCn7zHT9cgNfATVp6Ylf5+s5pEaBBSUIFk5130ELaSkJGN0QQ3I6SF5w0dQg0RvUCKmN874y5sp/uy5FH/1WprvvZbj727k+N4LWf7sFzP8P8/fpVGZ42xtmaOVZXZ2ltjfWGNveYPd1RVO9zY5OT7g6HCHk+MVjvcWOFzrsLHU4Xh7A/t0A9uVWNITQbKkjajqSdGtDQMEO0IwosSKKI+FS/Oa+vARHfcBi+418+4VDX9E2Q4o6SHV8cJOUx9xEj6if/8ZRw+fcfToEfujxxxHT9kOH7ESjlj1Q9p2QNkKkq3JC53XahV21zr8elBnvjPH7NGAzJlMYU9idr/H1Gmfd3YNXtvV+dWewc0NhVc6Mq93RCbnj0l1TpldPKe0eMTi6h717X2a66dUNo+pH8m0L2TmuiLTu2d8sHLKL+cO+Elzmx/NHfCj1iE/KJ/yi+o5H8z3SC33KC31EdZOyGwcIywfsrayxfLqFs0LfbxpGlEab4tmzZiCEZOzIjLjILCMHifgJsZkBjH5btJ8ZMSA3CAgP/DIKi6zhk/ajMhoCSWU+pMdMiJt+dw1Au6KAVPdiKlBxKyUUBIZNRxTPyOyyohsP2Tm1OLegcztzS7vb3R5b6PH7SOZiuywMQyYPfZ54zDg/WOXmVOP2SObbN8ip3kU1IiGHjMnRVTkKKF7xvx6Xkk48Iw0IiVekRKvEjA2E/DPy8lyWcYYJUCtJxNBTk66+cyY8sobEVk90Q4y8vihRmS1JDUzpSUBamktYlJPqJbseC8gpY6Y1iJS0oi0GDEj+eTlgJwYkZJi0mOaLKXETJtJTENeHnf5UkhKDUnp8f/p/MUE2GeVmLQ4Ii0lTp+UHDMpx0xpMTNa9KeCkJVHZNWAicGQV/d0frps8OMFlecXJX4+3+PV5f+G47+bK/zJmli1knMhW7pNXXUp6Q5FzaOhujQll4rqUdEtapZKVbepSB411aUsuVQ0h/KY6qkaNnndS8BCCiloASXNoyEGVPVkqqiqyXsF06WqezTk5Lmi5lOQA0qKR80YUtRd8mqUrGhbAU11xJJxTXsY03YClmyPVcdn0QlZdGJWgmuWvIes+o9ZDa5ZsGLmDJ/mwKejxTSda5rOAxbtEa2hT2Hok9d9imKIIPsUjQSwS0YCwiUlEWsbqkdNdyiZyfdQVsLkFBzDQ9A8anLiey9qAXUloGL4FC2HvGIn+RqDkLIYUNY8hKFL3gwpKhGlQcKhZuWAvOJTUj2K+ng7bxBRkAPKmktRTfJz6koijBekRHTLiT6ZgUOxZ1EZ2BRkj2LfpaSaFDWDgjokJyUhWkU1pDLOBskqAdlBSGEQ/WkMLipJpG5ZDRDk5MzRrJ6kAzZ0N9E/FJ93Wyv8Xz/7gL94LcOP3q/w3NtlXryZ5ccvTXPjzQzrS032V+vsrbXY3Zhne3me3YUV1jtLbC3Ps7+6yMHSAscrbc7WlzhcXeRwsc1gdwXjeItTY0BTTUTJtDGioCc3fNkIaGoxDXFEVUyKQskcUbGuqFsPaTuXrDgjFuwRC35MIxxRsi8p6WOBT49Zch6yZF+zYFyz4UbsavdZ1+9TH8aU3YiKF1JwIvJGwinnzl0+WN7i/GiPDy86FFcWSHcl6od9Ors9mqcy1Z5FaWCTk8aA1He5d6Jyd/eMu8snvL/cZWJHZWpLp7wpkd2REXZEhF2J/OyQ8JYAACAASURBVIFBuafSUGUKfZPSqcTM1ja3a1XeLne42djlZ81tXukc8NbiBW9uyby9bTG1ZjK5YXJnQyO7M6Cw06cgeuT/uEg17nLTRrI5mrWiRAyVY7LqJWk1Ab4EAJNuOCeNyImjhFYwA9KmT1r3kr0O1WdG8UjpAUUjIGd4zOguU7LDpOQxoQbMyFHiPBmMyIoJ916QYqblgLvHQ97d13lzV+HdDZm35wbk93sogcGxqlI9PadwKJE+UZk4HTB9onLv3OKu7JExLinpVxT1yzFtkzhasvqIWXVERo4pDC5Ji1ekpbHeoP2RGx+Rli7JKiNSWkR67NLJqmP3zLiLTxsxWSUB01k5ZkYckVYS11JWikjJESk9IjUMEv5eiZlVI1LqiFk5ZlaLmDYiZoyQGcknoyYuqFk5IqUF5LSQlBqR0kLSRkBKDccOoohpNSKlJYV1VomYVZLXpdQE2GfUpCjMyhHTgzi5PjkiJUbMSElxyckRmYHH7eMhb+05vLJr89LOkJc2dF7fNv4b4M8WKSkJDSFYiS+/IjvklKTbzo/Buip75CWXymBIUzSoD1yKok9R9JJ/ODVIvLyqR0VNuvuKnmy35nWPjOFRVAOKWsLx5zSfytgXXxyLwKXxawtqQEFzKZs2Rd1FMHyquk9Z9ynKIUX5kpIWUjQDBDOgqiXna1Ztn6bjUxuOaA0vWXVDVqyIZTNm3gpZdDxaTkILlC0PQfMTHlIPqIuJ71nQXcp/nEz0pBjllYCcEpDXfApGIuqWFJ/yIKAsexSV5PcsqCGCHFKQQ/KaT9G2KTpDKkOHsuZREgMKiseU7pKSfISBT3nc5RelgPJ4oqqMt2bLkk9echA0B0HxKSohFTGgJvsIoo+gB8l3ZA5JaQ5Tkkuq55Id2BR0m4LmUZKS8z0FOUymFD0R6YtiMo0JckhRisbZHxGCFCIoISU1IC8HFKQQQXEp6w4NzaOi+dzZOOcnk3l+9F6Z595r8Nx7VX50I8NfvHCLTKHEyW6bhfVF5rZ2WVneYnV1i82VbTZXNtlZ3ORoaY3DrUXOjtY5Pd7mcHODrXab87VF1L11diWTuppsXubNiOIgINu1Kfc8Gn2Pat+lOPDJDaLxzX1NQb1Pc3jFinvNonOZxBMbD2gal1TMZNtS0GOyasisFFEWR8zp13SGV8zZl9SNERUzpuSECFZIXY0oSTFF8YrJrVOmOxvY0g7VnTVmz3VmjyyKh0MKJy6FMxfhwkxCtESbwrlJ/rBP5bRH4VimeCBT3E9OM5s61Lm943P3yCMvD6kqiWuqqfnkuwGTuxJ317aZqa1Tnt+gtLRKtblKc2kT4eSA7OkFxcMu9d1zilsiM0c60wcmU4c6RdGlJI3I/5F2UcchY1piwUyrCY2QUy//tGmbUUJmVB9BHVEYd7o5OU46TDNgVveZln0yiktesclrDoXxvZyXHQqqRVZxEirFiKhoITkxIi0l4JtSk0e6FzN5EXGn6zF5YTN5NCR7aLEiDzm1HZZ6PYSjc4TzPlPnXdI9lTndpmSaCEOX0jCmbF+S12Iy4iWZ/iUZJQHc2bFdMyMmvHdeiZLJYxCTEZPpJjMG2VktIi2HpOSkk89KIRkx6ehT4w46LcWkx4JqTooSwDZjpo2IlJnw+1k1SgRZLWRGD5kREwpmWguZ7QfMiFGyWatGzGjJz5tVY2al5H3TSnIdGTliVoxJD8YPKWJGDZP3jP9Xp5XRWBMISQ1iZvsxaTEmI0WkBzE5KSQjh6QHMZm+R+rC4+6xy9sHFq9u67y+af83rp5c4U+unWbfpzoYjylKSHkQJBu1io+g+Ai6S0l1qQwCSv0oAX7Zoyx5CEpATvGpKi5VOaF/arpDUfUoqB4lzSevhOTkBERzuk9eCahKyc8uKj4VKSkIWdVDUFyqmk3ZdKibPg09pKWF1FUfQUsCoKqaQ3no0rFHrLpXtL2QmhtQH46Yt2LWvRGr/iUrQcyye8mi441dQj6C5SSArHuJRVMJkuJiugiWS80KmDcSkC0oEQXFJ2e4pB0bQR+LoVKQbOYpflKo5IBqP6IgJd1y0XQo2kOKhkvO9MgaPlndI6smFE9BcpMJSrVpdAPKUtIZ5JWQouRTEF3SokNW8yiq46Kn+OSkpEsvGy5Vw6GoeMlhzZJLWnLJqw45KSAl+dwduMz2PGpyQFUKEZSAuu7QlG1qYrJoJigBBTHhYxPnRkBeCxGkkKqYFLLceI1dkEe8u9rlR2+X+em7DZ6faPFSqs3LE2V+8kaaX71d5mBpnv31ObYWNthsrrLSWWZ1fomNpSYb63WOdpeRu/uI0gGnvT3WNo/ZWD9COj4kUPbY0XWqSji2JUZk1WQRqDAIyRkuguXRMEPKyoi6eUnDHdEa3mfefELDuKKgjihoI2raNRveA/ZG12yGD9gMHrHiX9MML6nblxSGITnXJz8MqWlXNOVLaur4WD0lTpZ1FIe3F/Y4PNtjIO2QOjaYkUZUZAdBssn0HGbPHSb3Dd7f1nh3U+POusLdhS4za6dkjyRSxwqlA5HyqUTlVKVwYTPbd5ge+GS0gKyRxPTOiCFTfZ/3Dize21FJ74lkDi7IbPWpbF9QOZNpSAaLfYn2WZf6aQ/hQqGyp1I7USiLTsJXS6Nk7V9ONleLY+Exq0bktHFsgTyioESkRZ/Znpt00VrSWf5/bL1pjyNZliX2bwR9EARBag1mNIPp7qlGV3XldFVlZrg7F9vNuLnHkhGZGVtmxuax+E6avc3MSHcnzew9M3pVdfeMAAnCYID5IkD/6ujDfYwsTNUHwj3cnTQagzz33HPOvTa2w0FJSaw6LjuMyhaPJT1eck0SSLg0CK4J0MaSCs2DnN6/wZK067E0iGWDRFaYyAYxq+DxWxxc3uKXb6/hndzicvsHjESDwaLBMO8wkFt4bIsj2eK7ssaLsqGLxS8rfLOqMJU1Iptrj0pi4jtTlqQPSrxEghg8FTnK54dqi0B18HODsNyx5w5xbhArY2UVg1h2CPmOsVNx8a6JjY9zkn1GxRZR3mGUk5Yfszu4aQdvoQnAlwbuisA/Ei2CvIVXtghkB09u4auOUjpyi4iTZh/LDok0SESHxDL6oaRCEQmNxKZ4wrxFoDqEbItYGIR8i4BvEc5vEVwuES4k/MUc984E9i6Wf9ncnS03mC7XOJT04Zpwg6nSeJDXuF9UmKoaD/Iaj1drHClii4dM45A1OFQV7qsaE6mRqAYPiwrfyg0eFRWOrtcYFzXGhTUKRYtEGMSqwbhoMCoajMsKM2WLTWEwyTVGSuOwqPFkucb9ZYVJoTErNI6UxkwSEz20BWeyqvBgWePbZYuXK40XZYOnyxpPrteY3VSIyxqTssY0r3FfrWk69brG4S3tnzmye2imivTu6VJjao95pAgQp8JQ4VpRkTpUGrPVBmO7P/uh1cWPpMYDaXCkNA5V8/kydBNJ0sq0bMjcKQzCwiAoNMZFjVlRYyINEpusuC/oosszpjGSdJ3OUa7pyj9lQ/IM73B/WSFaaSRS0zFK25YLYjujkvTWSNKip5mgZMbhdY2j64rSVYVdB5trHC1rTEtDspc0dD5CY1o01AYXLSZFhV/ef4a/+vUYf/W7x/irvaf43798jv/lPz7Gv/niEH/9q0O8fPIMi3ff4+zZc5w8f47jH5/izfPnePP0OT69eo7L4x9xdXKM+cePyN6/xfzdT/jw7imyD8+xzC7wTlU4EneY2RH8h3mLI17ByysMlw1GS43ZusPhqsM3yzt8s7rDN9e/x7fLf8I313eYyjvcv9F4vKELkjy63eLwpsPD6zu8rP4JT9t/xrfVHR7YC3V8tzL4vtzim/IOs5La5kne0ubHosKXb96guXkN9vEReicM4cUS98+WSBYV4nSNKK0xYRoTvkbC1xiKBgdXDQYXNZx5Be+qwuhqjdFlhQfpBod8jYdXKzy8usZoVSNeGUyLGuNiDWdxi99+KuC85zh8zZG8S9H/xOGcMfQ/FeidruEtKvhpBeeswuD0Fs55hcnJGkdphVFBKwQm+c958Im9AMmkaJGsOoyWZGpOli3GwpBMUBIrnogOY0HL1mLVISns35eUFBorkihGRYdYtRjlhoxM2dnp2Q5TSXMDE2EQZwbuvIGf3cLnGwS8xjivEaQVfnuxwfRqhbfXSzxdLvFkXmK2WCK4KHBwVeKr+RoR7/C4+AMmyxZHeY0HRY0414hzIiojZSgNY2WbmSAtPCwMPX87lDUVFI8M5RbxTvYRHXzRwV/aTqAwGEmSdmJpECpi335pPhuqlMQx8JaG7pe38AsDXxn4soPLa7iyQVQYxKpFqAxC+zs/76gYlAZOaeAr8kUCsUUoO/s9dQUBb6mLEC083sGTHQJhEAtDBU9aSUoaBLmGKw3uXXX47UmF/YtbHCwqOJmGO2/h8y2+e/7iv7vm7niKcd5gJBtMSlrDOisqTJYbTJYbHBYbHOUbHBY1DvMGR6ohwFAaU0XSzchWy3GhcSQbHOXUGRztHmtVEcMv7C2nr7OC9nmPVIOxNBgLgyQnfWxWNni0IolkttrgYVnhsKhxlFuvoSDpZKZqTJc1vr3t8Kq6ww+3v8fjTYvDGzJSJ6sK02WFWV7jYbHGKK8xzhscFjXGO2mprDD5bGiS1j4TDRKlERcaU1tsJnmDqTA4FAZTaTBRGjPVYGqnXqe5prmFvMGsoATPoVjjoVzRwJWocCgbHAoqcOOCup+pTdAcFTUe2eIxyenx49wgXjYYlQ0xNkUgPSupgETLDhPRWnmJHmckWySytVOV9BpPrJT28LbC9KZGyBuEGb2RoqVBcm1z0aXGA1v0DvMGh8rgSBELGhUdxrLC306+xf/wHxz8r1+M8FdfxPif/9rD//ivHfxPf9vD+OFTzH96ibMX3+Hk+bc4efkUb18+x7sfn+PdD8/x6cdnOH/3DGfvf8TVu5+Qnr3H+dUlPp2d4vL8LeTZW3wsC8xsmiK6bZGUtF7gyALyLG8xXhqMV1vMlnc4Wv4Bk9U/Y3L7BxxWf8T09g6jtcHhWmO2Mji8oaVds6LDYb7FA9XhwYo2Ok6KFo84jcePLNudSdK+J0uDR0WNvdcXkPId/pt+h0fHH/HkPMWDkwyPzzkeZhkmc47RlUJ8eotRdg1f1vCzGv7VGsHlNbyLFQbn1xidrDC9XGGaXeP+5TW+YUsc3awwvSZPJ2AVepc3+PJihS8+LbH3tsTwTY57ryTuvRXwTkt4Z9eIL9ZI5rfwz1ZwPl5jeHkL/7TCOG3s0B/5RmNptezrFuMlSQxkbpL+PhZ3SMSdNQe3GPEtyWeiJb1ZdZaB2oKgOoxKiiXGeUvAJlqM+BYxu0Mot0jUFiM7CDUuDHzewVl08JiBxwwCrtGfG+xftPDmt3h/rXGqajyerzC5FJjxAlN2g5jdIBINIrZFrLaI7DlMC6uvl8TgA6ubR4qM6qmgz8hOUonYlqSenU5fUCppbIvF7hwCuy5hZPX1oDAIc4OQd/D4Fn7REuu2zDpQFMWMVAtXdghYC08a+MzAEwZOrhHIFjE3GOWagJ/TsXxJGn2oDILcIJAtQtkilETSIt4h4Fv40sBTLd0kAXjItwjYFp4ycGQHj20RCgNftHBSg968xiCr4Vy2cK80DlINL7vDd8/+e+AfTTGSmnZwcINDWWO0rDDKK4xVhWlZYZrXFJtSBIC0r6PBtKjwTV5hKg2SnEB4ZGNik4L+flw0GK9vMbq9xeRmg+n1BtMldQhT1eB+scZ9tUHCNeW18xqTssLhkv52omo8FBUeSIp/HuY17pc0c/CwrPBAVcQApMZI1RjxGmNO5tP9FR1rlNcY8RazvMbsZk0dhAXymSKmPpYGM6VxmGu8uDV4W/8ez4zBg9uazlsaHCqNcWn9CKXxQNFFKKZLKnC74nVY0NBblBvEhaZuSBKjiJQF9dxgIjUmJRnih0rjcLkhvV9pzCSxj7GyEkxBhSnJyRwaLRuMcjLOp6Wd+hMGiaA32njVYKJ2BcogKamjGBUaic0WJ8x+iEu6hYWhJM+ywbhoMcs1pssG47JFIA1GqoUvrvHL8Qv8H/84wi969/F3zmP8w+Ahvuw9wi9/m+DL2SHevPoRr394hWff/oAfnrzA8csf8PanH3F8/AIfPz7Dx48vcfbhByw+PoP48BrvTi7x4PgMxxefwE8/4tVNjvGKRutHK8o8j1WH2YqKz0wS+zwqf4+j9R9x/+aPmJS/x+HNH/Fo8y8Y3/we0WqL6XWLyXWHUbnF4arFk/UWz9b/jG9v/wnPmz/gh7v/jHd/+H9w2v0XfF//J5vRbpEst5ioLUbyDuNVja9fnEAXn2Cy5wg/ZHB5gcH8Gv7ZNYLsBuFlielpieh8jeDqFsF8g/DiFvHJCtOzEhG7hstqJFcb+OcVBosKvayGv9hgKm8wEgWCxRLuJwHnvEB/cY2vzpfYuywx+HSL3tsl+u85jj4ITC4EjhY5HqQFJpdLROcVJhcVDi8qHHKNkaCiNS5bjFeGDN5lB/+aLo2YLCkvPrIGbMStvJB3mPIOE8vcp0u6b1J0iPM7kjSklYEKmnQdyS1CRtr6xGrU4Q6Ulc2cqw6+2CLItxgvySz1WYN7FxreaYXv+C2O19f4viwRnOboZQJ7ixX6HyuEc4NI0Y77x6rFt9LgMd/gAdsgyTVJJ2oHmiRP7TT5gFMGPlI08JRI87POr1qEO+8hbwlk8xZ+SVKMVxpi0qqFK2j1ccS38MTWsmz7OAV9vmPVIeEtYqHhc42Aafi5hpfvpmw1QtHCy7ZwxRZ+btdgWCkn5C1CYRAIDT83cBUx/UC08EQHR3bwJXkBIW8RMPq3I1v4jLoWN+vgph181iHgHWLWwl1U+Op0icH59Z9LPb3RFGPVYKwajJjBSGhMVY2R3GCWr3G43GCUNxQRXFaWMVeIpcY4r/FAVZipGomsMRY1EtEgUQ1GOQF/ojSSwi51kg3CZYVoWSPKGySixkTUmMkaCddIco1JUWGqNpiqDUZlhamq8EhRXneiNBJBC6QmOckuU2ElomWD+8vNZylqvKzwYHWLWVEh4WT2jIsGh9cbzFYVMehr6joOuWXuUmPCDR6UGg9uWjxcGUxzg1jSMqupIm9ibJdYHRZkRE9Eg7GoMZZ0ObWpqjFV1DEkucHI6uejXGOkjO1yDEZKk6meN3S/vMJEkawzKWlsPpFk6owktdTj3CBZNUgKg4kk9k9FpKVuRGnqtFY1xtLQ1KVsaIagbOi4glpWGgen1j0pWjK8lvS49wWde5S3pIt+/lBp/OPzE/wyfoYvk6f4XfIcv4ue4R/G9/HX4xm+/u4pns9/xNN3r/H46RmevLzA65cf8ObZB7z68QXev/0eH969wvvjH3D+7ikuXj/G+zdP8Pz1N0hPX0B9+hHnWYbHhcasMBShWxK7Cu1l7KZ2uGaSd5gu72gB124zZL4lYMtp3e50ZTAqKdFy/7rDk9t/wXeb/4xn9T/j8OYOD27+CY+qP+Jh+XscWlAbFx0OxRb3xRZJ3uE3zy4g5nP8PnuO6KdLBJc5ovMbhBdreJ82SI4r3L+8Rcxv4MgKIW/gpmscnF1j7+MaBxdrDOcVRvNrHF6tMRINQtHASw3CtEUsaoRcY5QZRLyCJ2oE8zWC9Ab+fI3w6hbheQHnSmIgVvCzNaKsgntawT1ZIz67weR0hfvphghAThr8ZGUQlx1CuYWvtggVMdxIkYwRSmtkCmL1iSRTNiloXUi8S5isOoTlFn5h99jYnT2J6BCzjsxc1cIvO0S2G4iE1Z/5Fono4C8bJEtDxxEkZYRpR3JKaXC4IvB0RANPacRcI+Ek39xnDWZC4yjVmDIKnMSlgbMkRh5JkmsC26UE+Ra+uIMvrJYu7hDkRCACm6IJducvWoR5B79o4akOvmrhSwLdUGoEynw2UQPRISo0fEVmbiDJ0A0KDb/UxMC5QcBowZ1XGHglFQGfG0ScWL0vNQJJUlAsWkSspQ2cVtpxCg0n1wi5wYB1GFrZJxRUMCKhEbAWrujgqhae3MLlWwxFC89e2tHLDNyFweCsQZzpP2f8vfEU44KAaqJqjKTGTNaYqg3G5QbT5QYzVWEia0yv1xgvKSeeqBqTvMJY2b9VVCBGki7okIiGikFZ4bCsMGUNRlwjlBph2SBZVkhsln2sqGiMZIPJssK4qJBI2lHzsLihSOROErJSDYGssRG6BvdVjUdLAu2ppN8fco37giKSD6QFdmkwVWQgRzufYWllIW4wYrsCVGNWrDEpbWJJNogl7S8ZCTKsolwjKUn62XUwM0n3j4uGkj5KYyxJ3oqV1dvzGjNJktDhsvks60xkY5mJ1U4V6e1jqeGpBhFvMWL0oYsVvXFGdiowVi3GsrG6Lpnoh6LChFeI8huMl9c4VBuMFG1NHAltl29RYRsrkgYS2WLGDCaM4mixIAYRyRaHuYH/McffT9/hF+Fb/K33Dr8KP+Leg1P87sEbfDF5iy9nx/jmzWu8O3uGH9/9iPvvzvDNi1M8fX6M5y+/x0/vXuD5+Tm+P7/Ex9NjnH58jav3b3Dy0wucv30A+fEZ5ozhwXWDyUqTpLC04+45scxY0ZDNRFEGe6Y6TG3GOlFbMtustj2yRSNakecxK7c4LP6IafkHRHlHH8wlEQOSkKg7m8otHuUGU9nhyxOBP7YZ/r9/uULydo6pMJixnwEztBOXh7JFlBuEBRGAMW8xzraIZIegMDhiFcbnFaJ5jXG2xkyVCPkGCdsgyWpEzMBlG/TnFfpXG4zmGwSswjCtMb2sMF6sES3XSPIGHiezL+YaUVphnNYYcXqPxqxFxCiZExQt6cP8jgBsSeAY5i1i1iHOtjRVWtD+l4kkbX4kWkR5C8/eAnmHUHYk+UmDhHeI2B0SviUgVy2CvCOpIqfMeiw7hGKLSLZIco2p2gHoFqG8w5DdIVAGD240RtLA5QYebxEoA7egzZRxQUmX4dLALa1kkrdIrjX8JYFlKKmARLxDyAn43aKzILiFk9/BXe20+I6klryFn3ckn0jqaD0LsIFo4eUGvtCIJLH6UFKU0s9beIJujjLwsi2xbkk6vpdt4UmDYanhLKnrCaSBo2jCNuQtHNHCYR189ifPmbdUEISBm7dwCpKNorSFl2sMVQuP/yyXeayFl5HEFIoOjjIYKOsNSI2AawS8xZBphKr7Cxr/aEp7WVSFOKdrRkayQlJuEC43iJY1ElVhJAl0p/b7WDQYsQZjXiNR9DcTSStcY1Ej4QTU07zGrKBJ1TG3HUBJaaCpqDEu15iUa8zyDSZ5hTivEecN4rzGWDQYyxqJqBHKBpHUmBY1pvmGioXUGAm7HrYgw3JWVhgJjTE3GGdUPB6UGzyUFaaCAPiwrDC7XmOSVwTsqw1m5YYmaRl1FrFsMM0rjHOSimblBsmyxpSRJBZL27VIjSlrMVPUCUSFQZg3SAqSrCaqoXYw1whXGu6qQSIMxoxMdIrUUaGIbUcQS41IUacwFi1i3sIXJIWNBMlqoSAdM5bEevxCw1UGPqeR7oS3xMx4i0Q2tmgaRLlGVJLmn9i4WViSP5PYN4zPNvBFAZ9X8AV9SKK8RZwb9C9K/P03x/ji6BV+Gf6AXzs/4ZfRG3wxeo1fez/gi9FzPHj3Ft+9v8T3F1f45pTj6Fhi+onh4ds5nn04xunFMS5Pj3F+8Rrs8hPmZxf46fUZnp6d4vhsgRdsjbjsqOOxBSkqKDcdlD9vJpzkWzpXQRnseEmGZFwYxHbvylhRksMvqasZy5bAjt3ZVbvU4UwEzSuMC0pWje19J7KFe7HCWcbx//7LBSZvUkRZg1m2ofdXqnHE1phl1wivNhiwGvtpg8F5g+FljXhR4zC9xv20xP15jtGFgn9+g955Be9yDWexwf5iA++qgpfVcOdruBc3GJ7eYvZB4fAyR3BRIjgv4c1XiOYbxLyBU9DCtVjS9VjHXCNW5IeEcouI3yESWwTiTwxD+/qFOX0NVEugozqbTScpJ7FpGMqY2/tzSp4kghIwSd4izO4Q8jv4jHTwgJMs4dr3y66ziBT5TmPe2gSKITaeGtxXBt/eaISywZA38IQFSkmkalzQ+9tRLQZLA59TIY1LjbBo4SgL1opITCBauHkLt6R/+8rAXbZwyxaeMjZR01nN3sBTdHMLjWGu4QqSUbzcwLXyDBUDAz+j8+vnBi6nn3mK2LvPaYjNERqO0Ojn9Nw82WEgDYY5sXl/V9xYh5AbKiC8g8M6eEpjmBvslwae1Ojbz/kgN+jLFk7aYZi1cNkWHuvgZB0ctkUoNALRwFEGjiB5yk9beFkLPyWf5M81/mSGsawxVmvEqsIkJZ085g0i3iBQGl7RIMprjGWDRBDoJ7LCSNSIhIYvNJyixkTRRZcp11thbOWZw7LCTDaYsQYT3mBcVJgWGySK9nlPVYW4qDEuaC3EOK+Q5DUlgj4Xj4pYtTV0J0WFWGkkQiOWFWLVICkoH58I0tpj0SCyu8NHvMGY0TlMigZJWWOsSDefXdNxp5IM2JmsMWUNprzGOF8jlhXGkjqciaCuaFzUGC83GClNuVquMbIgH+WUcIqXG2JnOQF/XGjEK3pdRpIYd5w3SHJiPPHOlBIE6LHUCJRGlNtOp6gRS21X5Bp77gaR6JDkGsmqRlA0iAVNBAY5PZ6nGkQ2rTBWO9moxVhpJMogyikHnEhDr2luMCnJ/PZVC6+gxxqVGvFlif/gfo+/ufcEf+d9h1/F3+Pv7/+AX37zE349eodfPznGi8szPP10hRcnZ3j95hQ/PPuAb5+/xePX7/Dt2zN8++ESL48v8Pz9KV6dnOLd+ws8f3OMF5c/4RM7xfP8lliotIBupyXD0g7N5B0N5CytpixbjDlJDokg9pcUdre5lSyikvTeEesw4bQMa6ystKHo/iObZokE5dtpTa7BwbHCCVf4P69P17oRdQAAIABJREFU4P2wIFYrWkTCIOGG1uZyKpyx1BhkBl9d1vjH01vsna3RP6/hX2wwvlghnC8Rz68RX60wvVhhlN0g4DUiRd1vmFYYnm8wvNggSDdI0jVmc4Xg/QLxmcJkfouQNwhUg4Q3SJix7wUrC36WbLaIxRYJJ7klVK1NmlhAlB18QZKMLzrSo8tdt0mvebBsifEyyo4HrENks+aRbK2ubYFUbRFb/dvNDTFX0ZLeLFqEOXUnsTSI7X6ZYLHG/aLGk1WHSBh4OTFjn5nP0oovSYN3WQdPdAgYdSie6DAULYaFgSNbOCUZoAE3ZIrmFKH0me0GpJWjcioMjiLZJJAaoTRwC0P6ui08gZVzfE7JGV8auMpgWGgMpYHHWgSZNXQlYeBAavSKBkPZYLCTbEqNviIg94WBJ5rPx/QKA6/Q8KWGywyGvMNAdOgVBgeyxT3ZYqAMhkrD5S1c3sHjHRzRwckJ5AeihbuTDnmD3rzC1xc19s4aHKQ1PFkj4n8B+HujKcayxlRuMOIVElZhnG9wKDeYigqR1IhEg8Tq7hNJ7H0qyXid5gSurtIYiwqJqBCoGl5Rw1dUMGhfdIM4JYYe5RWivIKvNCKpMRY1QknSyux6jUmx/tw9jIQmMzinDmFUVJiKGomkrmAiK4w+dyEGkbLtGacPRiRq+EpTsRIEupFsEAj6/YRrTDg9r1A1CG1xG/MGU06rFQJpC8iqQlxWGHONKSfvIpINgqyDz0n+meyeW9EgyWtEovn8OkSlRqgMRnmDcVnTciVVI8prhKqhN23aIrCaX8wNIqsNTgVFO0NJH5pEWjNcUtEY2zmDxK6ESKRGWDTESnKNoNSI+C7ZQAAw4tQRxJy0xlAZxCvKMO9G74OcPgAhJ0loklX47Xcn+PfjH/C3Rz/i34y+w79yvse/+t1j/G+/fYAvps/w5sMZ3r7/iDfH7/H6+Ee8evETnj3+Cc+evsZPPx7j7cc3eP/xGM8+nuDw7RWeXykcX+U4mc+xuDrBcSFwVDRWbugQrTVGK1u4CpKypgVJN3HRIbTTkyOrxYY7o5GT5pyU1qjklIwIpGXK1mALJQFgLGh3SmBz3LupyejsFm/UCZT4gHsnS4xyjTir4aTXGMxX6J3dond2C/eqoVY8axEuavTOrtG7vMXBZY2Dsw2c0xv0T6/Ru7zG8LxAeFVgtMiRZDkiuUKoNvD5DQZnOeIriTHPELA1gqsaweIW/mKDYbpBP60QMI2RzXV7wmAoKB+eSJL/yAikaObYsv1QUYGPJCVL/MIgyEmO8WQLv9z5WRQ1Dpf29WEdfLaFn1LaJLSFILZJGafsaFCpoMcd8g4u7+DIljoB9nsMcgJXR3RknuYtAkHplPvXDZ7eNAiYxlA0cHiDYarhZA2GzMBld/D4Fo64IyDmHQayxSBv4aot3LzDQLXEihUZom5h4BQarjVPI2XBO2+pMEmDQDTwJC0BDERLaZmso2TOsoFrL4LiKI0hb+GoDm5Bk8i+MvAyg4AR8A+LBsOyoa9Sw806+FzDEQ3c3MCXDSKubVLHwC0a9JYaQ0Xn3GMt9niHnmjhCoODtEOPbQn4ZQNHaioMWYc92aInDYbcwGMaLtMYihoepxUaB0JjqGoM0wZ9WWMqzF/W+ENRIRAVItZgzCuM81vEvEYiN4jzCoGoEbEaEa8RiQqRID0xFAQwcU7mVMhqBFwjtCw3EA0i0cCT9KT81CDiDXxRU+StaOAXNQJJjx1K0vlHttuIZIVANHSxAUmPFeZ0/FASqI9lhaQk0zkSBJSJ0BjJChNFBSRSxnYCFcKdl8EaJFmDmNUkDQmNRDYkW+1MakbGSMRIZgpy0scToREIjUhohJx23kTcXriCkwYXSzKiQ07nHwiSuYKiQVTQ48WWsYeyQVRQwdg5/CNBKxUiTrpdzKkDiIUFbGE/pDYCG+XU1obCmkjCIJEN6fg7Q48TIFALTi1qwA1CRpGyQbljPtYElPRYMeuQMJs+4Fvce8Pw949+wi8ev8O/fXaKf//0DH/z8CP+7YMPcF+neHm6wMuPl/jhZIFvT67w7U8MD18tcPj+HN9dnOHT/ASLi4+4OD/Fp09zvJkv8P3VBV5dXuH4dIHn5epPstQkLYwKGnNPlppy76s73FdbSk6VdFGLyW7KUtEYe2RTKDv2GuaastOFoSisaCnuJ7qfc9ElHSeyxSMQWww/Vfgul/gv2wKTCwm/2GnkBmFqEGYNgrlGf2HgLlqEjArJRO5M8xaB2sLN7xCK3yO0ue2goKhhUHTwS2Kifk6/c2WNoajhXrTwLyr44gaxoPy+zzdU8O3zjjkx5EhSXNATHXy5hSc6+1oQk3aVIXbOt2TC2ox5kFsgLqlTjCX921fEfkNOg0ahZd9+RpHCSNm4YdFZw9PAs8mT2P7/BZz8BT+nwuOzLbF4RcUkFB1G1xTOCLIa7qKGn1Xw55WV2ywz5y2lW0QH156PIzpaYSAMhtKgl7cYqA6DjABzUGg40sBlVBgGuYErSet3pZVFlP78+G7awmEtXKnhKo3hkhj+QGn0pUGfW22eW8lGagSywaDQGJQaft7A5xo+b+ALMnRdTsd0FXWIkTLwhYErDIayxUAYDJnGgBv0RIuhMHCYwR5r0RMt+vbYQ0ZSTz/tsCc69LItXNZSgigzcDKNIddwlEZftBiqFgNucMAbhLL9C1LPeIIkv4UnaJIwKCsEagPfgnyYVxjmGiEjAExEhZGoCNREjURWCAtqVRN7oea4rBDLGrHaIOE1xqxGxOzf8xqRqBGICr6iriAQGqG0Rm9mpSRRY8o3dD9JgOtxjYA38GWFSJGXEPEKoaSLRwe8hs8aRBmB+CjfYFzQ5GucE7OORIM4pwIQ8QYBry37N5jkJCFNhKYdOJYNRJxawiinziCQDRkxKQF9YotKYs1rX2iEzCBidC5x1sBnDQJpEOUNGUeKTPBYaFuoaO98KO04ufUPYrZz839m97GkriaR1DGFdgQ9kBqBJFYR5ZRI8IXNCef0IY94i4jbuJikKyvR89Q26fFzusCTxrbXHUYZabhu2mLvtcR/fHWJr368wtev5zg4TuH9eIGvnl/iN8/PcfRxge+vGA5PUnz3LsV37+Z48P4Ck3enOPxwhUfHGb7/kOHV2QJvPi7w6ANH9GmB6H2Gb49XeMZvCZi4HfjjZKL6uUFQapKcco3I7iwZS5J2RpKie1HRIiloejKUO3mIfjbaJZ2KxprFlP+OrCwRcVo7HHPbASgrH5yWqJcpluo9gvmGYoKWZYeKGKSfGyqsVg7ZpUVi0dkCvkXI7uy0JhXXESeAdVVHhp7SiNJbBBcFBhfX6F2scXBRoTcnMAlsAQxkiyHfwtlNenIrydlpUG+nu9thIIdvMShbDBVpzKHV/l1BIOgVLbydtCN3A0k0wLQLAfh5C1eSHELSzxZ+egePbe2QUYuBZcc7PdtlW/KJLNBS8mULh3cYcrqfowwcSQx6kBq4oobDNbycJB2Pd/A4JVZc3mLIW/SVIa1davi8xUC1cPIWA07A79muYyha9PkWfU5mry80maWyxYC1GHLqUIasxTDrMOSGjs1auMqgXzQY5hqDvEFfNXAsoAeZofMTLYZSYyANBqyFywxc0cBRNUkxrMUw7TBkHYY2ceMIY49jMJAGDifAdxl1EK406JWGzNzMYMipCAzSLYasRZ916KdbDHkLl7Vw044eS2js8w57zJ6P1Ohxg1B2fw78B6MpIrWBzypEokKQV/CzGmG+gasqeKJCxCtEjHT/sagxZTUSXiEUG2IhsoEvGnKSJUkmsaoxUjtTl5h1xGvEvEZku4WQ1/BYA09VCOUGsdwgYTVCQesHEl5hzGsERQWvoJhcnDWI0hpxViGU9nnZ+/hZDZfXCFmDINPweIOg3CCxRSUsSIYa2iI1FbZocBsfEw1GvCZA5RqJIoM6kA1cVSPI7XMTJAGNM42EaSSswViuEa82SEob41S0liHkVMQiTmwgyhvEBWlvIaMLRkfMIOG2dRfk7Ae5pl0enFh9aJkdxcBIwgkkGduB0ogKKnaBoixwbA3j0La4vv0A0Ti4jdNZTX8sbSopNz/H/TjJO35O38eMCoYnNL58e4VfHL7DL2Yf8DeHb/Dv7r/Cv+v/gH/d+w6/Hf+A1y+v8ObsIx6df8DRSYqjY4nxaY7RmcThOcPD9wrfHSs8vVjgh4s5np4JTM4LHC1KvDjL8epqiZFsEDIyFANG0UBKjtgLT3Cr4e50YNVZ3dUy01wTu7XgRXMetJtlF6+NCts12f0nJGnRazTKKaEzyjVNmb4VeM5KLBSHwwpKpDBiuq7S8Bn5XdHOuBMGnmrg85pYmZWVItFaeYmkmJ2fE/KdjqwRsA5xSgUjVDYJJ2nS089Jdx6ILfbLLZwlFfXAJj8GbIuAt/CYZadWz3fFlqSLQv+cQBEdXPuVcuMdRQszkmkiSVftioRByDq43BD7zcms/NmwJDPUKzUZo6KFIwwcRvJJIFpi3VmHPt/CzUinJnBuMZQGft4gEC36bEusV5J8RXKRTb1Ypu3yFj1FLJ50cyqCLttikBHIesyCrTQYyJaYv6Bu3E0Nga+iTsERPxvEnmgokimI9bsFyUFDodFTBsOiwSAnSWXIqGj4NhHkMOpGPKnhSg0n6zAUGq7QcLhGXxIrH2a2QPEOfdaiJwz6wtBXbqhQZKTd9xXJhwPWom8Llcsot++wjv520WHIa+xftvjyssWXWYd7zGCQttjPWsTi7s9TPQejKXxZI+S0J37MK0yyBmNZISoqjNQGU3GLWGyIwYuKfscosRBlDXxJ4BulpIWPyg3CfEP3YTUSe4s5MV8/tWDHKkRyA6+g4hIyknGCvIanasSiJgNZ1fDyGr6qEaQGSdZimtFzjnmNmFcIWQ0/axDZW8zpMRNOrDoWDSJuZSWprZSiSeqxf+uzBjEjiSfJDE23qgahpPv5QsPbyTyMnl8o6DlEeQ2/rK2xSzuHIkUmXJSTwRwxjdiaeAlrKYrHGpJaWIck05hxMn+cvLYmEDH9UNL4+67ziDhpuz7XFFuzLWsk7PRf/vP+l8DGyAKbqKCW3bIp+30sDUlRu78Tu690X5+Rj+GxLe59XOJXhx/xDw8+4tdPz/CrV+f4xbML/N2TE/ReXuDxuwL330scngjMLjgenzAcfcrx6Ezh8SeO+6cKs4slJvMCjzOFV+cMLy4v8UOW4ideICorBHZ83eP0IfaFTWHY5xVwkhQS3n6eYnSyLdyMwCGQLRy5JSCTBn5BZpqfGxqzt8mPSBFb9hl1FJHNbvulhluSF/Kb8xv8VBn8YbuGd7ZBKLfkH/DWdl40Ab3zXgJZY5itsT+/xr2rFfbO1thf1PBtpxZLKhA+2yKQFHec2GswhIIM/ZC3dsjHIMw6O+xD6RHfdoEe3yBMb+HPr9HntxiKDi7fkkfEiZEGgoqJp1pi8WqXfKF8uVsQaMfS+jy8g5fdfX5POJIKYrR7zzACY8cWGle08KVBmFM34uYEer4Fbb+wEVfWIrJTrR4zcLMWTkYsfCBaDOXPjN5j9PO+bDFklE7xWGtZLIHkQBp4jDrQobARSb4DSIMea9ETHQ6UoaSNajCQ1I24fA1XNZSkYQa+fc8MpPlspjqCmL6jNAZWfukrgwE36LMW+7lGT2oMGIH1gWhxYAuJK4yVhjq4osGQawzSFn1uOyKp4YoGntAYqgb9vEFPNtjPqTh4Gck/B3mDe0pjn7XYEwb7wqA336KXbtFLOwyzDgNOAD9IW+xdGnw1b7B/ZdBftOgvtugx6nb/DPh7yZT0fVEhFhUCa/COWEMdgNjA5xUiViFia8vyN4hYBY/X9ma7BFZjlFUYi4p8A1bB5zU8ViPMaviphrdo4M1rBKzGhFUYZfS9L2ur3ZOME4oaAW8QMPrqs5oGW1JDrF9U5Dlwuk/Iaviihqt+7ixCe1yX1XBZBZc38BhFx6KcHjPcPYag37usRpTZgsYqeLxCwOnYPm/gSroFskaoNhjmDd0sO/DLBn5OhSIUDX0gZIOQ0VRfxGuEC4Mg7ZAoYom7D0rIqYMI7L6P3U6jxPobI0UeRKysF8BaMt4FFY9Q0oc5kHZSULQY5gZuTv8O+G603A6fSCsFcbpPJHYj5xqusJLADmwEHS+eG/RfLHDv+w/44skxfvPgHfafXeDg6QK/eXmG3706xqMzgfsnK8w+XePBVY5vFgwPFimO5iscXdxgytYYyw1mfIMpM5jxBo+ulphlEkfyGrE08BQBf8DpPOhcDTFIviWTjxHwR4IAzcttymJn2loJoW/ZlSvt8I0tbkNBmW5PGgwzeky/0IiseTcsSWLYO9/g1brBf/2/ajy5EOiLjgxgYY3QnFh0KAxirjFUlMoYsg4Oa+FnLQGapHSGbzPcnh3zD5SxoEr6sas0PKlJShI2k2/33Tuys2kZ6mjdTMOba/Qziht6KSVgAjsJ6nGSZ7wdexYGXtYRm1UanjRwCjqHgFM23E07uNkWLu/QVy36pYanNMJFhyDrMMwJBB3LeB3RkX+wkx7seThco592GCyoW/BzDV/9zIYH6R1JRxm9Tp5oEApDEg0nCcTJWjiLDg4zcMsajmrQYx0GWYvBYovBYothRox+KA2G2e7xDAbi50IwzFq4GSWAXNHAmxs4ly2cRQt3QV+HGf39UGoMJZm0e4XGPdWil7WkoWcGw3mHPjPoK419qdGz4L+fGwyFQbAwcFlLDF9p7HGD/czQfaRGXzQ4kA0OpIYj6ZyGhf5sDAdCw8sbkpeEQU/aAiE0DrIt+ik9H4cbeu8KjV7aosdb9EVDoJ92OFh0GFySx/Htn0k9yZSAm1uw5hU8toHPavqZZcKjtMKYreHzCkO1QcgrBJLA32c1QlYh5AS0Casw5hWilHwCX1Tw0hrugtIQY94g4BV8tUEgNhaoNUJZIc7XSPINoryCo2r4rIIv6apSAadC4lt277MKvqjpDcMJmKNig3i5pk2VrEaU1vCLDsnmn6jj4JraOdHA4eQ1JHarJT1WTWZdpqloiRqusOcpGmrf8wZhvitUDcKyop9bmSvYFQZBUk/AG4ScZgMSXiNaaASZRijoFsid9KURZATEoawR5rRkzldkDseygatosjHkZNySEa7hW5YXWE8iZgTsjs32h7uEkP3guWxrkzradjXkF3iKgMux+ukwJ3Cgy7u1CFMN93SN3vEtfvdTji9fZ/jq1RyDb+fYf3KFey8vcD9lmC0WGF3lOLwqMT0rMZ1zJHOBKL3GEVvhiSjxDaevj8oc93mBhyzHAyXxRN1itOs+OAFzaFt9h2/t8ipiVY7VsF3xJ0zUjrl70mCYk+nXV7vXlTRTR1AKZChb9Kzm7MsWvqIdK4EkWW3/7BZfvisQX61xvLjGy2yFQbH5PH1JsUVtjTYywF1u0JOUz/ZZCz+7o/ZctDRav9jSz3kHL+vsQJBBn2v0MjL6XBuH9IoGrrBdctoizGwhERqOMhjaSVMqzJTv9ixLdhcdnLT7LIe4O2lFdHBUR3/DDRUhTgzcT+/gszvaR2PfT6GVL4YZ6dD9XGNg1wW4vIObbknmyLbw0jvSxyV1xw5riaGXGoPCwFUNXG7gpFs42dbKeB08ruHKBr7S8BjJL7vhKk/ZIslIAukLmmbtMzI5h9kuK9/gQFASyJMafQuWfdZhuNiit2gxsLJJL23Ry6xMwjQGishbr6ixn2vsF9QhDKRGL9fo5bZjYMbq8Ro+MxguiF0Prjo4vPtMHgdC40Bq7EmDPa6xz6hTGDCrxaufGf29rEUv1RiwBkOmMWQaPWFwkBn0FxqDlI5zkBn0mMGANThIDfpXLXpXHe5lBl+LBvuyxgFvCPDnGv1Fg95FB/fi7s+BvzeaIhIbAlW2gcc3cHgFZ1EjWNQ0OSioAMTZBn5WYcBqMoMlFYg+rzDgG3hsA5eT1h5l5AF4ooYvKjiiIv1dbRAXFWK1QSg3tlg0tNRK3VIxySsM8wquIPnHF6SJB7KGqyoMxQauqIjJ8waurOHyiqQeXiHMaQugn9GAWf/jHWL2fyNR9ueCxuI92014kooTAbXtQGx34IkanrTHEjWcgv7tiRpD0SAUlS06dF+fNfBsd+KyxjrtDQY5JZt2JnnArRktjTVkKbLlSpKHAtnAk/Qh8GWDIN8BM5l8MSNDOuTE0h1ryrrW4I2YseBCurxnZSNf0Ti4L1pKKwn6uVdY08u2t56dANwxOd8OkfmshbO4Q3+xxcG8QS9d4csTBuf9HMNXV/j6x0uMFgpjJuEsCsQXS4xOrjE7WeLBB4bDTxzfn17hxdUJHlxc4tHZCZ5/PMF3b6/w9pThMVeY8QqJ0J/Bnpg/naNTkBYecmPTF3ZakRPLd3eZa2HZK28JcHLbBVhDNhD0dw7XGKY08u7mGp7VlD1rToaswvBihSfZBq2+QTKXGGQNXOs1jS/XSBYVIr5BKBrbiXQI5a5rouTJThJx2K77qElSYFs7iENygsNpAMjdSXh8A2+xwuDsBu75Bu5lDSdtiCmWDZyC4oEB38lgOyA16KV3cNKtNSBbSpfw1mbiiRlTESSgHQoyRh2+pWLEiLnuDNWdRDHkBKZuajXmjMzTvugwWGzhMMtCsxYHiw49STr2/rzDQWpwwA36KbHSgSBmTv5BAydv4PKaYpDCIOB36MkWQ/t+7mUd9rMOB6JDX7Sk6act+lmLA9ngHtfYY8Sue9xgn3c4mN/h4HKL/asOe4sWvcUWfd5iX9Gxe8ygJzQO8hoHeYWviwa/5QZfZQY93mCfaxxwjT7T6C0M7nGDfd4SEM8N9rkhps0MemmHg4XBnmjQlwZ73OAe1+hnLfbSDl8JjXuSoqp9VuNrbvBVusV+2mJfNDhQNe6pBl+KBntCY1/Y46ctDriBI+j/vz8nRr93ucXeXGOfNxiyGgNe40BouJctnEuDvYXBIPsLwL+fTOFmFBHzsjXcbAOHbeBd1XAXFbx0A4dv4LMNgrSCn1VwsgoO28BPa3hZQ4VCbTAUFbysgZtVcDiBqcuJLTsZMfiBJMCNxBqRoPSQw2oM0hoDQZ2Hy+nvHF7BZ7RP3s8aRKxCzCoM+QaOqOCkNYKMZBpHVHBYBSdr4PEaA0UvUJQ26L27xuBUwxfUmQR8A3937KyGs2gQpA0dh9Hzc2ynElhADzgxf1dQF+IKKkIBrz8XuzCr4csKHm8wyIgVeLLBQDXoFw0GokE/o595oqYIltBwmG3bRU0diQVoNzNwM1r6FEmKsrpljaG0bbw1oeOM5Bmf0bCIyygx4EuKs/UUgYnDKdUQ2HSDL4hNBkpTxyHpZ7HUCO11dnds0LVasZsZ/ONzjt89m+O3bwTuvS6w95Ljq1cZ7v2Y4jfPzhF9KHD/WGD0IcP4NMPhsUJ0fA3v4hbJ1Q1m6Q0mYoVkcY3Z/BqjixsEH1c4OrnGRGww4uaz2UoATSBOxYekGlpqRSzQZSTJfM6XW4PVzVo4kgqvZ4tDxG33kNF4vZ/R4w2zDv1sCye7g8s7DCzQBbmBKztEWYM31w0itcG+ImnFTQ3ilCRFjzU2Vmd1Y0WDPk5GrH4oNQY5JToGUqOvyPBzMmLMg5QKgG+NO1dQPNATGv6CZI1edoe+MFSYbYSxL8jwc6z+7XEDLyXZyOEdmZqc3hOeNaKdtIWbEvMdMGsScmLmfbbT2Q36WYeeMtgXZBo7wsDhzec0iyNIHulnLQ6EQY+36FmJo68I2HsWsAbZlr5PSat3MzrOwALcMOtwkDdwJL0nh6KmFA1rsc+26CnqFgasRT/dxSDp/3jASPoYZCTr0NcO+6JFn9O/97MO9+YtFZ55hwPe4p4inb7PGwwyjWGmMcg0+rJGn9FnuCcb7MkGA9bASTV6Cyo+B0LjnrBeAtMY8ho9UaPHaPvoQWrQy1r0uMa+qLG/6LDP6LW4xzt4ixZ91uDAylBDm8XfVwT+/bTB/sJgn9H9e9wy/7lGb97iYN5iwGlYsH9hMFzUGCxq9Oa2c1gY9K867J8bDPgW3/6ZuRtP4aVWj2cVPEaSSshsMeC2G8jo9y6npE/Aa2twbhDxDYJyDXe1hicJgPuith3ABoO0gntBXcQgJUAO2BoB38BjNXxJQN5PG7isQiQ28FQFJ6/hSpKcAqvbe6KCKzZWsycwDrIKAavhZTWc+c+MIcgaeAtK+cRsA1/WCKRNMNnn76YE/G5GCQzqUio4Vl5yRY2EWWOYb+jGaht3Jf9jYJm+yywTszEqhzc025CRvu/KGo6s4OY1mTK27RsKmvZzrDQVLAy8jCSZoazgphrBwlAKSlEhcVWNXtEQ4Mxb+KlByKjA9JSGmxHTd6xe6QhqIX1GUVRH2Q6DaTiSJLBAtggVmco+p995bNeRaDi8panUDzl6b6/w1fECX37K8I8fBf7hVYEvflri4NM1ovQa4+wGyfwGsVzCYzc44C2+lls4okNiVz5/n63xelHgJeP4/uoS310KPBYCU1HBXZD84ln9/jODT0k+CSQVI88y0oFNO5AZbbVrTmzQy8hQdKxJ6GUWLLMtAZ9lwQ7r4DLS5gdWsvFUg/2CJARWNfhxUWOYagIvq1sPhKFCIUimcSwoD3gLN6PBJzdrMeAtHEkpEUcR8DlZh17aURSQ/4n5yQjohooKtpcRqDuWvfushZdSKqQvOioINjXicJKffEnylp/RBV5cSd2eK8gH8TKDQdZhkHYYZAZO3pBHJMiM7TPKkQ9ykseGGRmKPmsRqOZnfV5qHEgLxIx0fifbkkYvrXSVbq3MZKObokW/bNC3GvnAatk9QQVzoGiQa5AZkmUEsfJh1pI8Y4H1a06gvz/fYjDvqBsRGvesIdpX9Ph7zOBr2WAgGwx4g3vM4B7rcGClkz6rsS8a7HGDXmpwT2js8RoHrMGBsP/naUssnDf4mlk2P2+xd9VgP20SEzcaAAAgAElEQVSwt2hwb9HggNW4l2rszQ32Lg32eIOvFwYHly16lwZ7rMH+QmN/TjJNf27Qv2jRWzTYm7fYXxj0rgwOrlrcSw2+5jUO0gb3zjp8ed7i66sOexcdeguDfd7g4Nxg/0pjjzX4KtXYSxv0sxq9S4OvT1o46fYvM34vrei2qOEsKjgW0Fy+gZtu4C0qDNMNnHT9uQNwbRfgM/q9y0izd8UGA7bBMLPFRJIE5F1V8OYbuBntJPFYBYfXGLIKLtvA5xsM8lu4gvwDz+rrgR0uCz5/T/KTx/9E9mFWYlnUGGQVniwbvC5XcLMCA1FjKCma6qjKyjAVQmU7joxMXvczw6cC52c1nKyBIysydbmGx6kQDK1Z7POazoETcPftjYCWYqp+UZE3IDTcvPosMzlMY8As4+OU/R2yhjomrun8pcZQ1nBTA29BLD8Qdu0ra+BYCcwRjY0MEsN3JMk/Q0Za8NCatY41G121yxLbD7cdKHE5TSU6ajcVaCcDbRpiKAnk3LSFf3mLcH4LP11hyEsMUomDc4mDDxlGHxmS0xzuSYH4o8ToTCBYcESXArMPOY5OcxzNczzKcnxzmeP+XGF8wXD4ieHRBcOjbIWIaQKljFj+7jk4u3SRbEnXVdoae1QIHE4d1MAOvQyv7uAuiEUPGJmFgTUAB8JguCAA9W2XRdE8WwiZgccoodMXa7xcXmPE15QoEdRReUr/bEIKSmx4u0iutJsYGU1kD4XBUFA8bzdY5Kbms2nochv9ywycRQsvIxZI50JdXF+16CmbAeckZziM9HxvQWx/yFo4nHwsVzYkIc0J4A+EQU80ZJ6mLQ44sfX+nEzYvugwYPRaDbIWTmaItS5oQK2306p5S3ILJ1nn/6frTb/kuO9zv38kOSfJyYuc5L5IfOOb5NrxcmVRAoGZXmqvngEgSiZpXe/X17IlWRIpLNNde1V3D0gCM131+1VVDwCCxEoQO0GspChwEynRolZv5+bEOdfOi+vjJJ+8+NZQPrHyos9gBt1V1d1Vz/f5Ps/z/ZU/E3brdOzb3c2ez7rf8xZvWmNPRerwppLOcaYNTtbiFjKtOsyWGHkrUkq6xM0anLzFKTpJJReG7OUNdtZiFEvMXOQcd7LETaRQ2FmLn4vO7k6brvOosWdCttysxk0F+O1Zg12IhGN03ZyTtQynDcNpjTnVOGmLE7YYeYtZNB0bb3ALjTPVmDPR8d1c484U1qzGy2q8WGMnNXYh27BjjZlohlGLGba4scYaN1jjJVZU46Q1VtpgZi3mVGNvSjGy0hY7brEyjZnXWEGLN26x4hozaDHDJUZSY2YaJ9T4oex3kNZ40/bnm7tracl6XHXgXOFmC9x5iV9U+EnFeqJYKwT89+cla5vCivfnkujZX1Ss54q1acnafBsvX+AnivWs5EAmoL5elBzsCsVaqhjNOxCOu2m9tGItL1nPF6wnJaNIsT9SUiimUjDWu5SNP6vw5hVuoRglCj+pGOUV3lRhd+ucP5koRqkUktGsYjQvcWayjc/lAvAHZ6V0OJkSGanrZkYzxVomHcooqVnLavyZFKv9UyVgPJXCtZ4JCHubCu+YdB37Yy2MfbcoFFII1o4pGUfvpCxvF9C7C9zblaumiv2dx7Be1BzIa9aTmrUuVbR/1qUOZrLd0UxJ0dms8Wdi7o26E3xU1F2buOyKTAeks1oWccobmaqea9aPaUlGzCSv7W823TCOZJb9zQ6AswWDjU16RzbZc+Q5Vp7dZPCNY9iHXsA+/AKjyTbr8QKv2GaUluwPKp44usXBYIv18RZPhCf4Qn6c30y3+GJ+nKfTExyIS/bHJetpxWjaMcFcGO16x1rXsl3GKRq4tzvB2R3z/pnIL35eS5KnEDAVr0OKgiQ9GmG5c5Fb1vNO452Kzr4+FQCX4tzgdKBrZA3mpmjiB4pGkhabu92UTHY6XTH1C+kAvGnT3Y5vKYbdMdXJEXIc63mX/ol3BPw2Jc2xPtWsxS3rccsoF8brzBusYw3upsYvJCmylresJZLXdouWtUQkGW9W43fastd1MKPOR/AzYeX+XEjBaFrjZA1mssSNT+JlrYBs0eAVNda0xik0o7TGT0XGsFNho8JYW5FBNjXOtBFJo2jxOg/B2xQz0y9qvKzB3NQY06Z7v1IM3F0ZJKsxkho7avGjU+yPpEBb0xor69I0swY3WeLFS6xsibErdSVL1rIWP5PvzC5qnE9krBorb7CyBm+q8OYKd6Yx8xYz76KWebftuZblDpIGo5DjtecaM28w82VnxkoX4RdKfIC8xu40ebe7vt1CVAwvF3LmRy12It2BHbc4Sc0oVbhjAW8j1Zi5wio0xlRjFRoz1wymAvZuWmOlNWbUYI5bzKjGSyuctGEYLjHCBjPR2HGNHdQM04ZBqvHTn5Pqcb/wFAeLBfuzDuDTEmde4hwr8WedTJMq/LRklJZyy7dUMUpF69+fC2t3iwqvUIzykrXugl9LKg7EFX5WsTYtpaPIK0ZTAe71aSmdRqfb+8WCtemCA/mCA3ElnUZXcNb+SQHypwL0flDjRzVepqXQdB2EOy1xM81apnFTjT1TrBcLeU0iXcFaqljLFKNcfl/vWP56KuzKP6ZYn5esxTXrmWb/rDO+NxXeTJz7/ansYz3T0lnkmvVECpmXKbyiwik0bqEZFRVruRjEo3mFP69wc81aJzGN5mJmH5hXP5OaZiIbjYpu3ZJpJxPMary57rTrmieyn0UwD85r9k9FR16fyvH5hZahlaxlfdqlHj55yHKv63PpbtZnYh6vTwUMvWnDet4wyjpgydpuFkO+Y2u2wE+22b9RMZq0wqBnS9aTJWvhDl6xg7PZTShuLvGLk/j5KUbFDgfTJU/nmi8eW/A7021+a36CpzZLPnes7oZkOnM6r1lLdxhlO/hFJ2HNatxpi/NcgzuXZMVa0UkLhUTa/EzAzp/LwM3+QoZk3E3pckabNd4xYb9OtoM/lc/ZL2rsedNltFvsTdGmf2+ueXJWihywKUDnzSXptb/zUEZ5i9/F6fy8wU8ljugVoiv7Hdv2kx3c5CSjfPkJe7fmDdYxWZVxfdp0aY4WO2mxs91hnxZ/roVdT0UmXJ+JXOfNarzuPVsda/aLhrW8+YRhr3XTsf60O4emNeupeE9GLq8bdSazu3sOdINFbr7EyJcYs0ZAbtowzMVY3d+dI143QTrKazF5N7UU1XnNKJO7cUl6SVi7Na9x5hp7XmPlNU6ssCOFOa5xopZR1DLKGrysEYaet1iFyCFeVuNOu8+iA16n6wr8aYOdt1hFg3NMJFBr1jDMWvy8ws8rjKm8ZyOVgmDubjdXuGmNk2rsQmNOFcOZEgDeLSidrGMVCidX2IXCKBTDtMZINU5eYacKM9XYqcaJa2H3qcZJNFZUY8SyjWHcYAQtZlhjxQL4/aKhn7QMopphLNtwY40V1wziGiNsZF+5woxrjEnDcKPBiGvMuGY4qRmEDf0NzSj5OYzf/vzTrOcL9nfSzXqxwDu2jbtZ4m9WrGWdTBNXrCci/awlFV6s8YqKUVEyykVOGRUVTqYZTSsOzrdYny0YZRV+XuJnJevdIlPruTD4tVmJv1nizRe4xUJAvSjZP13ImiSZEtmoW5P8QCbsfD2rWM8U63GNH2n8VDoVL9M4U4WXSQrnYF7hRjVuodmfl/iJeACfgH0q+v4oF9/hQKbZn9Rius6VAG5WsVYIs/cLjbVZ4eS1dDiFwiuUpDw6pu7nUqzWskpOoFxuIu2mUqwOZlIAnLnMF4yKnxWDA7OSA5sV+zcrvJkAkJs3+HErRWUmBrG0lLtTfi2jRC7w/ZmwVW8mQLc23dX1RQrzOgb9CRjlLU6+ZJQ3OJsCcgdSibseLGQQTqYWW/EMMomX7f3m8/S//hyDrzzH6teO8fiRY/S+MWfwjefpHTrGE8k2vxVv8W+zbX472ua3whP823yLp4oXOJBonkil0/CKVjLgM/FYRkVXMLOmA+ZOhku6gZROghgVLU4ukTy7M/ucqTBG55gsUuUlS3nk3eDPVEB+N5bnbwqo2ZtadPl0KZ7GTDo6Zy4pjrW5eCa9DcW0aYjnc+xYiyY90zjHRDffn+8usFczSsXUHOVKurVOnpAlAgQcJd++gztt8Ttjzz8mQ0OjY5q1buBnNJOUipPKcgCjTIiEnzeM8iVuLlKIl8nnsTsd6qVL3KKVYMGsy5tPa9ZiYavGTPR0vxBN20tb3ETYuxuLEWnt+hZZx7jzppM6WuxY5IjhtMWc1bgzjZs0WHmNvamwu1SPN1WYsezDypYM5xJbdZKlaOSzGjuvsVLNMGpwYo2X1pJySVusQst7nEpRsjJZddKOG6y4wU0bRmmNkzcYhWa4y47jBjsRTd3MGsyiwcparEyij9Zcd8epMbIaI6sxswYrq3GnCntWYc80XtzgZBoj1wziGjvXOEktunpSY2cKM68wihJjWmGkCivRuJnCS+VYnVgxiAWU7UwziGoGUY2dKqxEMUhaYfxBQz9rGExrelnLMGgx4xpr0uAmAv5GorEjhRPJfoZxjXm4ZbjR0o9qht1n44wbnEgziCr8Wf3PzV3780/jRwLw6/mCtaTCT0tp05OKA2HF54KK/ZHIQQfiigNphZdX2HmFlwlTH2UVflxhJ8L6D05LRkWJH8ut5vx8wYFowVq6kNfkwvLtosTJS7yiZDQt2R9WrAU1o7xi1P19LStZ61JG60nFqHvszypGscaPpVPxohovVfiZ5sC05HPTBeuhZr1LDLmFdBvr0xJ/WuLHmrVYS3cR1VIU0go/U9jTCmcmUpOflzipwksEyL2pgLtfVLizUiSaTLwKfy6vH2UKe6qw80Zav84QXi8Udtbipl2UcN51MIVi1G13bSrAM+payf2FTOj6m6IfjrIGP13KhZU2rEdL3HjZTQeKXOB18sNa5wfs31SMNkV2GqW1DKEkJ3GSHdx0Keyoa3fXp5q1QstgS1ELYOWSJnFmx/nUoQn/5uspn/r6jF/7szmPff0Yq4eeY+XQ8/SCEzixknMqX3AwLzmYLjiYLFjPTnBwvsVvxSW/HS/4QlzyubDi89E2ByYn8NMtnFThRkucuMUravysFq05FenAzZe40yXGrMXKW/xEuoxRlyZxjtV4+ZK1RFj2aNZwoBCdfTSt8TuJzMsbrGQprX/WspbIZzWaa9byGi9adsWmxp03EpHLZaDQjxpGSYu7WWPPpPi4eTdBmYsJaM4kCjjqGLGT7uBkS5ysxU92cGL5/tyiYT3tTPailhz2TONnLW62I5r5rMaZNZ94BN60Zq3rBpxiiVW0GGmLmQnD9RPJlTtpK6BatBjHNPZM46edGZqJHLTWdSdevsRPhUQ4qWjZVrqUApiKrGEXDU4in5efdguGTRusmYClkWmcXAqMN93NuNcikRUN5qzBPCbDS0bWMsyWYn7GDcOoxcgaSdMkMvRkFQ3OtMY6VkmHkYkxasVadO24wYxb3FiSNXbRMMhbzKzGSxT2VEzUXWC3sxqrUFhF3V2X0qmbRU0vbzGSFitvBNxnXbeeyH1rzajBCDVWWmPHtUSZE42TKMxZhTUrsaYVVqqlIMUNTtBixq0UiFjjpDV2qjHTGitXOEWFnSnssMYONYOkZpBqhoXGiDR2LB2DmSicVEnBiRTORHwB+2iDFWisIw39oKWX1wzSCivQeBONEynMUEjCP2f8TzyNnyzwkxI/L/HSBVZU4sbC7P2wxA8r/Ej0/rVMtHgvX+DlC0ZZiVsscIsKN63wEjF217KFFJCowo1FKlpLhfl7eYnbsTs3rXDTEjcv8fKKte4GFk5eYeWVsPe0ZD2RorSWVKx1MpIfSwFYS+XY3FixFlei+09l/mA9rvAShTNVOIXCj2r2J0oKVaLw4s4nCGtGkcLOK+x8V6oppQuZl7i5HKuXy9+97ktzdhlYKkVilCtGUc0orhnNSnn+tGSUKfZnwv6tVJIB7qZ0R37WdR25dA8iMUiH4c8Ua3Mxur1NhXtMdH1/VuN3P/dnYsK6027IY1MiautZzVrSxcBm3XBI3oFe0WIXS6x8iZPs4CddJG2q8bpBEi+VrLDXmWBu3uIVCqc4gRFvY8Ylw3wbOyqxIoUZVbjdBecWGi/W4k3kDV7a4KeKg9Ntnsqe44vxJk9Hx3kyXvBkts0Xkm3WsgWjeYWbdix02mDNRMpZy2WxK7+QaJ47lQEstzMGhU134/OFsH6364icTBIYbtF0rXqDEwkwOoVIA2tJzVpUSyGJljihGIRWJtlsq2gw56J3+4mAvHNMi3SUtrjdttwu3jictlhZ28lHnaafyXnhJy1WvGSY15gzhZ9168dknXmZNl0XI3KKk8p2Rd7pJI6wxYmXOEWNPVUYWbeUb9zix8Le7WyX5bYM5zXGpsbIRQJx8honaRjFS7xwiRt3ckrWiMyRNNjpUoAwFonEyCW+6MXSufhTLURoJuepM9d4RY2X/8yDcDq9357XIusUnaGbt9ihHJudtDhpgzPTOEmLHS2x8/qT88CeK6yswY4kyeLl8r6MvMYqhO17hWj3ZrbEjJc4hcacaoZp953PFU6uRR+Pa5yoxo0anFxjZRojluIguniXjElFQrYKzTDVDEJh6kaiMZIaK9QitcxKzERhJjVmWmPGDVbQYAQ1Zq6wiwozr7BShT0tsdOKYVQzjDRmrDBjjZkq+qnGiBrMqMYMNUaoGWaK4WyBmZeYYY0ZSZdgjWusiTzPDDSDjZpBoOlnJf1IfjcnNYOxxg1+Xqrn80/jZtv4iTB0Z7rNMF9gJSVOvJBCkJS4UYkfl1h5hTkrsfNtRnHJKCmxswX2rGQ4LXHiEjdReEmFH23jxgvstMKNK6y0xE4qvLjCSzRepDCzCiOpcELpIJyoxg+kPbLzCicVgPcj+bmelqylC/x0gZst8FI5Bi9VuKlmLS0ZRRV+LNFRybeKT+AHGndS44aKtVCxFkoREnlB4ccKN6twZwv8omKUyTzCeudL+HmFV0iUdNQZzH6mGaWdGTSVgubnSrqRaYU9K3HzCjdq8FN5z35YMwq1zC6kwnC8qcwiSLa3xp1W2IXCKqRzWMsUXiKgZc1FU3TzSnTRtMGfK+xc48YCSqOsYZQLC7KLZWcy11gzjTFvMJMdBnnDYNpgJDvYaYs3lfyvm9X4UyVgk7T4cYPTZZTdriiNMpkMdIpKkgh5g9MtOuXMRCZZLzRrmQCbU8jF5mWaz21uc7A4wcGo4mBWs57XHMhkIb8vTCtGc1kLxdussTZrnE3xN7yixS2WONlSzOd52w2ydFJId8eh9W6J2vVukMcqdhgWDea8YThvMHNhyM5UmKKfiby1PpX9rGXyOmfadRlpI4Zj1uAUGi9qGaUN64XGT7vceGeG+lPRs72uCNmdjr6WiyThJzV22mDmNWYhRXYt0XhRB765koGiTgP3cpnQ9BMpbGYhxcNLG+xdgM9r3KzBT5bY8VIK0VTjTjVOZ9z6uRQPK2u74qRw4hZ/soMfS+LGmcnkp5dK1+CmLVZeM5hp7KzBSGv6nbnohi1m2jAsFP2ixk4aRrlmlEjBd5MuQjmTY3byriDkNX4unYGd19jTFjdbit+WKYy0YZB14JxIEsZNGoy4YRg3n8gxRthghQ1m0tBLWwZxixHVmJMGM2joZy29tKaXNWLqJppeIVKJEWr6UcMgahjENcOwZjhuGAQtw0mDEWiGicbKK+xpyaBQ9FKRaIygYRjU9OOafqjpZZrhrGIQV1iJYhhqhpEUCiNVGJngYj/X9CY1g1DTy0tWY81g0mIGGnOsRJMf11hhjR0qjHFNf6NhGCuM6YJeUdGLagaTGmtcY2w0WEGNEdYMA0VvIts3AsUgrFiNFcO4ohcoBuHPA/4nnmYtkkSFny1wi+2uECxwogVOvMDJtnHyBWvxgv3xAjdf4CYlXqSkOCRiArtphRsv8KMSL6hwoxIvWeB2TH8UVvhxyVrSpTc6eWl/VrKelHjFAreQzmAUVriFvM6PSvywZLQrQ0Xy8JNKjmP3WFKFPy2lIHQykZdLSmmUlqxPFG4gks1aLOb0+lRkp7W86roILfc8TSvcvMKfleIfTKWVszPZppjYUmz8TLGeiIk9mlUifeXiZfh5hb1ZYWUtXlwzSqRl86MaP6lwciUpg6xjBlOFWSisosKeVlhFiTuVeQM3kWyvnQpLsVPRM4d5zTCtpVNJRaf1Y9GOnUK01rVCM8o1TicbWMkSo5MRZJEp6RJGSYufNri5kghasoPfmWjWtMadi/cwSusOcCXS5kUaJ9VYRbe2yLRif15Jqis9jjs5gfPsFmuHFjwxWfD5+DifD7f5QlzxZLHNU9Ntnk4WfDF8gS/OSlmZcK5xi4ZRJrHK9c5AXes0892xe3cuEby1tOVA1k1MFzXrcYOfdKxz2sj25hLt89LO6J3WjDIBeXPedQpFN5iTtXiZyA12XgnYThucucxJrHUM2Z5p3GOVZKo7M98pZBLUymXoxy5EEx9FLaO4xezG7p2swUwlWSLg1WDELUYmMUtnWouEk3XfUSqej5s2IhfFy87IbnDjFiOV9JEV1xiZRPrcRGMnDVa0xIpb7EwMQDtqMMMWO5Lt29Mau6hwkxozbhnGjcgqMzlWKxHGO0gVdiIyyzCtGSYNVtTixQ1e0OnrqZbuIWtw8ho/UjiJ+iSOaMwVg3nNcCamrNvN+Jip5N/dRKKQXqZwoprhZInVpWLMWGFMWgHJTGOENWZYY0xqrEDjRBoz1gxiTT9vGKYtVtzgZ2LEfmLWFho7bHCCWla1DJcY40ZYdKKxI41ZVAzzCiNR2KnCTsSgtTvtvh/VDCKFESvMUDGYaAaTmmGoMSKFHSuMRDNIGuygxg3k92Em+rwV1phRTX/cYG40IvukCjPRWEGNFSvcpMKJFMOgxujY/PDQksFGi7mhMQNFL6joTTT9jZrBhpK7cKWaYVBi5fXPY/xPCfBHJX66wM6ETa/FC2H5xTaj6RZWWjKKBZS9RGQcNylxIvm3n5W4XVFYixe4YYWdLLCTBU4sN4+WR4UfL1hLpLisJ1JM1uMtRukCr1hIAZpUWBOFGyr8pMQNF/iBwgsr3LDrApIKK1Q4YYUXVNhRhZ0usPMSu5Oi3Fw6AyeusBN5eFkH7KnCSyu8WLoCLxWpwpto3EjhTEvMTIqVF5dY+QIrVThRhZPJvIKbKey4xgulW3BShZ0JcDtdAfByhZ0o7FjjxeL224XCLCqMXImemEhUy87FLBpOhcEPcmFbbqEkv5tq7EDjZBpvunuxtFhZjTWvsKcKL61xAzG3nGSJlSxFx85+JoF4nc7rF8JEJZElaRhrJu2+lzQYWYsx300yCHjZWYvdSUKiS4upZ2ZiFnvTGnsuJtjnwpIvhDMOjjfxghOMxhXeRM4DN1T4Qc0o04xyMUj3pxX7E4UXLjGnXVIjFSnAzyWq6ebde4tF47aPaTEXU8lnO7nosH4q8oVd1AyTFmNay3RlKmDkTCWJJqamGMFuJvKFO61x4hZrIp+tkSsG8RKjAzWnA06nm6J00hYraWXdlFxjpo0kNvJa9Pe0xgpb3FAA0swVdiKDRk4igObEGmfSYo0bjExjHKsYFDXDaPmz5EnYYkatnAdxgz1Z4oRLKR7RErsDYCsTrXkYCODYUYMbSszPjEU3thIpDE7SFYGowUglOTKMaoZxIwUjqzFzYcCDpNOoiwZjrujPFWYqg0pGp187qZieXtql6lKRMoaFwswU/bymP1MY+a5kUmOFCiPVDFKRLuxA5BJnl/lHLV4kaZph3mBELWbYYOUae1oxnNb0kxpr0hW2omKYVvS7QmjHmrVIrvFBVjPIhCwZiSRphommFzcMgloAP9QYUY2VViJXh0oklVQzKBT9VGGEGjuoMTY05kaNMa4xxsLgB7GiFyt6XQEwYtHtjbGmF2qGicIKO6YfCnO3xw32RLR9KxbwHnbPHUaK1UizEmt6gcYca8yJxji6xJwIy+9vKIYThTGuGB6tGWzU9MYldvz/A/xuJNq8my6w4wVeKIzbiwTMnWSBmVYYiUg5XrTADxd43U0inLjETkqcdIGbl9jxAivYwsq2sYoSK13gxiLL2HGJFS3wwxKvezhBhRsKsx8lC9xkG7Pblx9V+GGFM6lwAwF9rzs2Lylx8go3qQSsgwo7FVZuZwvsbBsnW2DkosFZaYkRLRhGJcNowTCsMCKF07F7pyhx8oV0KxONGVbYoXQubrzAixf4QcUoFq1urZDiZ4YKO60wsopBrHEK6TrcdLsriHJMZrbAzqQltEIBE6NQn8hDfqwZJQqrKDEKMXB6sWYwrRlONVYiJ7CdSuTLnYpP8blY1k8xs06OSOVEG8Sylogba4y0xsjabgS8ws0kSmZnAjjuVOFsStrImWvsXKYSjUKie34hspldtAyzlmHS4sQi3VjzGnMuKQzRkBusosbKNWakMaMKK6kYxppBKKzUjFvcXYMuWWJFS7xoiZMIs3S7ImhPa6xE9GwvE4nFT1rsZImdCWgaqej6XiGei11IYfDSGj9XYvAlLb1sKamPbDdtUWMlnRkX7og8EUu0cZR3WetgiZ3UPDmv+HxcdcMyGiPWkroYtwxD0X13PYFhLoBv5hpr2jHoSYOZiHbsZhonq7BS8TO8sMGNJDFiBi12UGPNFMa8xkzE+Bxkoh9LVyAZbjuqceMaJ2oYxkuMWAqklUoR9jMpyG5S40U1a6no1mYsa7gYMyVyRNrJhGmLEzXYUdcRTERmMXell7CW6yKtGUbSEfTzmkHUYAYtw6QRYzKtGUYNvVwA1cw0ZlKzmtSsThX9qRIpJGzox8KOh4HEFo2kO3cjKT6DWM5nL+7Yc1YzmMpgkjmRhItVVKLn55pBpujnmmGsRHePazmPU4WVC5EbhhKJ7KeKXq4Y5AozqRhmJYNE7ldrxfyzyLUAACAASURBVHIcdrdvL5T99+Ka1S6VYwbCys1E0Y80q7GwbyusMOKKXqzYG2v6kYB3L5W/DSPFYEPAexhoBmMtncpucdmoGU40g6BiGFUYacUwVPRDxb64ph9W/PrvfonVP/0D/OlzOOEOqxsNg7HCDhTDsKIfaoYTzeqkxIr1z5d63HgbO13ghMKs7bDEDivsiQCyG5UYSckwXeDF23jRNm6wjRtu44xLrKMV9ljY9CDexk5LvjBTOOE2w1AKhRlsi2wUL3Bj6R78aIE73gV1kXPcSYUTlZiFbMeZdNuOKrx4gZlJIXLDUr70vMQuFniRwosqrGyBHSvcVDyCQVGymi/oJxVuXsuNGFLRVQ9kLX7SYHVmsj1dSNGIxax0kho/3gV+hROWWIESv2IqnYSfVBws5IYo+6cVw0iKnT+vOJCL5GR2CSg7LfGyBXYuevkol2P0u4ljN5W2zu6MYzfS0tqGFcNU4eQ1ZqoYpAorl+eOihLjq1+nH87xMtHa/anG7qQpdyoJLLcb5BJQFbC3i5/5CG4XTXUzSSqIPqxEh80UTqpxcoU109KeT1ucpMENBCSMXelpt3PJtET7ioZhWmFMNeuzkzhJTS+rsHLxEtysxgmXuJMlTtDST4Wt+okMjXmZgJEXip7vZS2jqMGPZF0WJ22w4laMuFjjp7UklGJJ7Ljde3JTKSD2VDoAN9fYeSsJjlhjTZY4XUTQSUQH32XPTlIyVg3PzucSSCgE1M2sxYnFtPWnWgpv2GIlNUbemXxJjR81+OESK5XJTr8zcb2pJEbstMWP5DMzY+lk7EKKrztpJTM+rRjueilpixO1OFkt30misaIuXtgNMXpJlxaJGyEMocgndlJjxNJB9GPF+jG5bd8gqhjMalZzxTARRm1M5PVO2skpkxY7FNZudt97P9OYQY2z0eBMZD14I6qxglpAv9AiQ3amaC8RfdxINFaoGQYN/bBmkIk0I1FHzSBUoqdHDWYs3l8/16KtJ+I1WInCyUoxZmMxUs28pJ8o+mFNP2wwuo5nEGv6sWIwqemHNStJQz+oGSa1FItYMcxLjKzE2KgZbtQMO2A2Ao05UViRYhAoVieaXto9Ak0/UayGYqQaoRQRJ1GYaUU/q+jnil6mGESKQVoxTBT9UNMPZXtGIExdGLtmGItnMBxrBoGSf0eafqpYySv6k5pBXDI4nPLY6FdY//KTmMmS1WiJGZYMw4phrBgmFcakwv15jN/6/FOYyTbDaBs3EJB2JiX2pMQJSwHZeCGsPZLC4EYLvGgbL9jGHpdYRxXuuMLeKHl660Ve/+5d3v3Bfe59+xq/Py+xQrmto5stMKMFZraNl2wL0Cclo3TxSXrISxbY6QI3XeCFCicoccIKI6pwo0q6ibjEDqQDGUzFf/BD8RWcqMKclPzZmVe4fOcyXqCwohIjLjly6Qrv/uAhH/7kDf78pw/5zo8eUl96iUG6EGDOSqy0xMxKDpw4xevfu8vRpsGMF7hxhRNUmKnCSUrsdIEVLTh08Qof/+WbvPejB3zn4zuMm5Z+WLL81uucv3FeTqRcYUQ1w1Rh5CWrUUXy2nV2Xj2LFVR4kcKNu8GOXGQkL+7io5nmc/MdDuZKPI9NxcF507F18QisQycYTkqcqKaX1jx/7xYXb1/ETSo5WZOGnW+/zslXz2LEneabiXHl5Kob+mgw44ZhprAyJe16IsMoZiQj4mY3Zm7GLVv3bvLcy2cwgm64JKlwM4XbRVPdVHfj8JonqlNc/e5dPviLN3jrO6/x7xcN5rTEzxWjXPwCNxRwMrtkkpWdZPnGbbJTpxnEHQjGLX5cC0Ankq8W+UkYvxuJP2FlLatxQ6+QEXaz07ztTDMsaqx4KRJGIUNDdlJ3gKzw4xo3k47KzrroXqZk+jtTeJEW2WsmUpuVKv7s3GWu3L8s3V0m36MT12KGxpovnXqFNz+4zW+mErvrB0v+7MI17rx9Az8WduyGNW4gHZIMATWfJESMosaYVQK+kTB6K+2AtwPCQWco9nNhsU4kqY9Boj8ZDLIjhRFoeqliMFuyfHiHD370kPc/vkd+8kUGUYmRVAJmoRAAJ6mwu0RLPxIj1EwVTihMd5BpBmHDcNJJHWEjBmpa0Y8bBplm+E8kjeGkZrihGY5rhkGD0Wnig1DTH9efgNxgQ7qAQVgz2GgYHFnS32gEuCPNaqLpJZpBrBhENb1JTX9Sd1q7HK8x1hjdvgaTmtWwZjUSQ3YlUwwD/cm2+sHuMcl7748bBhsNxq6EM2kwJjXD7jMcBJpepBlM5HdjohluaHqBvBczUNhHaoxQ0c9LzEB8gGFSdc8XGacfK/pZKYVuo8bc0ALqmQB/f6zphxX9cc1qrFiNNb2xxprsYPzREX7hsV9k+MS/wB1/kX6yTX9S0w8qBmHJMNqmP65wop8T57SeeAo72sKKtnAmJc64wp0scAPR751o0YH9Nm60hRtt43SpGidZYIUi87jxgv4Rxcvv3OP6nQscmDVc+vABV187h5W33PzuXZ5ZNPTGFWZSYsXbmKFUWDtd4O3uJyzxuuJixyVWJzUZ0QIjqjC7IjSKSuxkgZVtM0q38ZJFVyQUg2DBxuXrfPCd66xPRB5yk5L1qdxspHnrDm98+wpPzVr2FxWreYkZKZGRohIzWvCHJy/wj//Ph5x59QzDYCGaf1gx7BixGZf0wm2K12/xzntX+dxmTXHrJt//+DW+UFR8+fR5DusX6ccaK1HYkQyADJKK/saC5lt3uXH7IuaGSEFWIgknM60w40okobFmkDVc+OAux8+cZBBv8fUrV7j75jXsQNiRmSrJJ6c1VteGnnz/IX/31/d5KpGLbDQ7w1/+3fvcun0Ja9y1p6nE3dyiwsyEzZlRTT9XIlUkNYOklfxzUGNFS+xoiRMJgFx47x4vXrkg7GZWYecaO2hxkxq3kOicXYiWuv3mHd567wZfKHdYvnuPR4+u8rlsm4PFAn9W4cwrnLzCCRvsUAtbzna4+b2HLM6+zL5xyyBpGMYtVtjghDXWuJWoXtrgBGIuWklnjEZLSXikCiuuJf0Rd8Zg2mAGy44Jy6i8HUnH4CYKd1LjTMRwG0YaM2gwA2GUblzjhA2DuO3koZrBhubI5Rt88OE13GKbYS77tMOGYapYjSq+eu4a//gP7xGq06xstPSClpc/eJO//eld1lONkZYMY9F8e4liNRGJox/vAnrHsicNg6MtZqwEECeNDPCkFYNUsZI09LpHP24xI42RKcxUYWSS8hgmFfuCkq+/eo2Pf/A6v7e5w6EL1/jxT+/xe5uVHEsooGbEYmCamaKX6U6mEHnMjxRWpOlP5P30Jy39jRZj0mAlFf1EM4xbYeZhjRG09APNINQCeEHLaiKplV6i6Ce7hqiA9nCjZtDJP9ZEYY9rzKM1w0nDMJKuYhhpAcNEttsPNIO8ZBAp+VxChTWpBHyjmpW0ZmWqGMxE1hnGil5e0Ss6+XUixaafaFZT8UKMVAkZClrsWGEnQszMopLjDjSDVD7bwVgKQC9QrKSlJG2OClAPjkoX04tKemNFb1LRnyhW4orH84qVUDE8qjAmil64YG+kWDla09uo2RdWrI4r+mPNSqD4bFTR2zjNyh8/w/+w7xf5nx//r/B+71+wPvkDRuPjmOOWfeOavUHJ3nGFGf4c4DefeBon2sKLtrCCbcxAGLo9LgWYgwV2sMCeyN/sULTzUbyNlW5jJdu4yTZ2tKCftdz9wQNiVbPn8BZfOnkBffkljKLm3sf3+cYJTX9jgTUuWTm0xePffIHPHtrGmJQMjxynd3iBNa7oHT5B/+gWbrjNpzeOsy9Z0M+32BOc4NMbx/n05ARmWGIHiv74OPs2jrP3yDbWuGTfkS1+7dktvnb2Cm+/fR1/XOJEMiRmhgtWD5/g2J2b3Hz9AsMjJxgmwnLsSMu8QiyVcnzlGv/nP7zH/Tcu0Uuk6DgTMX3MrMIsFqzGC9LXbnLv4SX6R49jzXd49KMHPHui5Te+ts2nnlH044ZerPjsxoLfOLpg77hkcKRCv/E6V25dwNwoGRxdMAjl4n38cMXjhypWwgVWWLE6aXj1uw944dQp9hzd4suvXuWtR1cZRguMWOMENX4gQy3DrKYXNdRvP4B/eIcj1Q4rR0v+6Myr/N//1wdcunmRwbjGCEr2HS15fKNib9QlLSLF3sPbfPbIgs+ENY+Fmj2xJBv6GxV7j9SY4x3MqGElrzn97l2WFy4yDIQxm1lDr2ixUpGAhlHDMGwZpDtc+fA+x8+8xKeiigPlSzz/ynmcSLN3o+Qz4232xguMtMKIGgaTis8eWbDvaMsr33nA8fNn2JsoVjcUnz6k+PTRitWxSAl7A8VjRxV7nqnZ80xNL6rpBTUrG5rHDlfseUbRP1JjTxoGYc1nJorHvqnZ96xMidpxy8phzWOHNJ850tCPGqywZni0Ys/hBY8dUvTGAvrDRKJ8vaBhJdL0Oqa+d6J55pXrPPrOdcziZyP6diprppiB4isvXeEf/vEDrrx2gUFYMZqd5rt/+z5/86PbrOWaXqjYc3jBp59d8JlDFSvjhn6i+ezGNo8dLtkzLunHJXuOLHjsWcVnnq3Ys1F3koxiT7DFb2wseGzyM338saMlK8GCzx4peTyosFKRQIdBw76JonzrDq++dp59R0qGQcv08it88VhDPyrZe3Sbz2xs8/hYsRIqfmOj4t8cqXjssMgVe49UrG5UmJOalcOKxw5rViaazx5R7Dm0YM/RbVZCjTXR9MetdAuJgG8vEqmlH9SsJDW9pKIfa1ajhmEoZvRqJMsP9ELpWIyJxhp3yxAE0sEMx1JI9mWy7/64obfR0A/VJ6x8OK4xN2r6kWI1qYTtR5p+Xoq3ESkGiejxblJK9zDW9CaalUlNb6LoBR3LDmoGE81w3IF8sWAQlxhRRT9QDAOFGSjMsWZ1otiXVqxkJatBRW9DALw3UayEJXtCxZ5Qkjj9qGI1LOmFFb2JYt9YsTJRrE5K+hPN6oZmJazoJyVGIM/ZEzX86h9/k18wfpHHf2cPv2Q8zv/0K/8Z+7+8hz99YcSTkz/GiRbsm9TsPSqF79996U/+udRjx1vC+sMtjHgLK1zgBGL0DsOSQVBijEvMcYkRlMK6o20xPyMxa81om31Jw43vP0SfPcXeZ7cE0IIFf/LyRf7ib9/m5oPL/GaxRS8oOXTmImcfXOPYy2dxJhVfO3WWr51o6Y9Lnjlzjj89ruglJc+ePcfvHK8Z5oqNi5c49eA6L7x6jv1ZyWCiePbMWY5ffwV17RJPpppD5y6xvHuN8+/c5dGjq3gbIgtZYYUdlAzG2zx/9xa37l3EiLYZ5iV2WmIlosEPk5KVqKL91m3ufucO737vJuvxAqPT+HYlJiMqWR2XxK/d5M6bl+lNtjHmLQ9+cJ/Dx3f40+Y836xOM5iUuNOW2Y2rvPjgOl8vd+h9U7G4d4fLr1/k8UAxPn+JL2+3rKYN8auvcvaNG2RnXsScLPi31Vk++g9v8+aj6/y77VOcev8+f/03D0nOnGaYVliRlpmHROF3bKp58w5///dvc/rqOfaONdsPbvO3//ERZ2+dZzVUPHniRcpb1zlz/zrfWJ6kl5Y88dxJNi+/Qnn7GsHpsxw6d4nf2d6hP675d/oc4+XLDMYNK0HDymSHFx/do750gX1HW4yjJYPDJStHt1g5fAIn2MaLKoZZxWDecv17D3j+1EuSAY8beoHGzU+ycf4Kpx/eYPvaeQ5MNf1Ys//4adTt6+zcus6jHz7kxPkX6U80Tzz3IuXr13nx/lX+RO3QyzRfO3OJY1de5eS9W8zOXMAaNwzHDb9bnqW5c5OXbl/nqy+cFKMsajl07lVefHCT/PTLuKGkbJ45c5nTD24xPXseO2zobdT8fnOOUw9uoK9f5qlC1lQx0l2zUOKEViyTqvtixTNXrvPo/WtYkcaYNBItjMU0NIKKr750hf/tf3/Eex/e4omk5PdPXuRv/uM7fPS919ifKHobDd84fYmXH9zk+LnzeGONGTYcOX+B525dZuvyRQ4kDenVy7x49yrbV1/lkDqFEVR8/vnTvPD6Nc68cZ341BmsscJKdkgvvMqJq1d48eF1nqlPMgwqzEBknD0TTfvte5y/eo5hUtKLF3x2LNr1gWOn2LzyCvXrV5no07jPn+LE7eucvnuVP946ySDRbLx0gT/cXLK6UfO75cuMl2dYnWi+dOoiLz+8wdaVc6zlikFQicQSNFKUQ00/qCWRElasJAKs/UnNSqrp5xVGXtLPBRD7gWYw0fTGEnccHpUO1tzQDDdqenHDSqpZCeU5q5Oa1VASLsOxPKd/tGHQGZ6DUMn7T9QnXX4vEuZuBdKd7YL+6lgzCCuMsaYfKfamJauhFIX+RDEISwYd6Pcnit5ESQEYi+6/Emn6sQB176jELHsTzb6w4vFQSQEKKvqBsP1eWNGLS4ZRSX+s6W1oVgMhPCsTYfqrRxX9rhj/+p8cYXDoGX7tid/mv/yF/5Zf/JX/HP/p/44/eP5X+bT1X/P0155kuLFg76RikP4cc9d64imcYFseky2saBujS+044ZakYMIFxnjBYFIxiLYZxNv0wwXDSYUTlNhBiRmUrG5sM7l8lZ/81RvUr1zgyWzBvsNb/G57jo//w7c5d+0c6+kJ/ujMRT768X30zSu88+OHHDt1mvnrt7l17wJmrHn3rx9x8fpLGPOTPPrRA76x0Ow/fpJzb9ykvPEq3/7JQ5pXz7C6UXLle2/yt3/zkBMXXubQyxf54V89YOfWK3z7p2/x4ftX8MZyfMOxwggr+kdLnn/9NW7ev4iRbWFkHagHCicusYIFZtFy63v32Dx7nrd/cJ+vbGqMDTGg7Q2NE1ZYQUVvY0F68ya37l/iU4df4Kn6DB/9+D6/k9ecfHSfa69dYPVIxfN3XuO9P38N/eAG3//xXX5vVrN1/3XO3zzHU+15PvrhPX5/rvnmK9f46ON7lDeu8+c/fYNJ2bL/+Zd456++zWv3rvDF2ZLyW3f4yU/v8kx5kkEgwyhmoj+Ji60EDc0br/Pge3d58M419s9abnznDg8/uMe5186zL9KML17l5TvXqe/d5s9/cJffmlU8XZ3j7//T+9x/dJOvli/z0jsPOHPjAp+JGk6//YBXrl9gmJYMi4pB3PLyo7s0l8+yL9IM45LeN7cZHN5icGQL++gWXrzAiBcYRcv1j+5z7MUz9JIuYRPUfOGFlzn35mtU16/y9o8f0rxyltWgZeft+7z7vdtU927yH/6PR2ydeREzWnL23fs8ePsWO9+6w/sfvc5vzpdc/v6b/MVP7rG4dZ0f/tW3yPRphmHD/NZ1Xrx3hZfefZ0PPnyNg7Hmj1++zHt/fo/q5nXe++EDwmqH328u8v4PH6BvXOXRDx8y3znN/vkZ3vnpm5y5f4WrH97nzpuv4MWir7uRxs/EuLMjGb8fRoojl6/x9rvXcYMaa7KUyGSq6BcVgw3F189e4YM/v8PdD+/ytecbZrdv8uh793j7O6+xHooH8NGPHtDcuMqjH79Bfe5lzHDJo796m7/40T2Sky8TXrrGD378gMX1K/zl373HnduX2PfNiq+8eIlLD66xdecGH//FQ778XIMzO8Nf/t273HvzBjtv3uGHP7nLbxUNqxNFL67YM9E0b93l3JVzrMQVg3nFSqTYe0Txe/Ul/v4/vcdr377GV+vTnH33Hg/evsHJN27x4cev8/Rmy+l37nHmyjk+u6HQb93hzLVzfL46x3d+8pD2xlUefPyQU6+eYyUoWekAdyWo6Y21AHJUMUgUq2HHlieSiOmlin4mn1svL+nHFcZYMRwrViMloD+p6E80+6KaXizFpLdbIBLFvrDb7ljSMr0NRX+i6UVKgDhQPB4q9sWdwRpoVkIlWvpYS/EYC7gPo1K6hVhAfbDRMAg7gA8r+knF45FiJdCsjgWojYm8p96kK0hh1Uk7sv/VbNG9XpI9/aMdwx8LwA82lDzG8n/9ThZanShWxpqVseo0/B0e++ox/uWazaf/4Lf59OiXWXX/JcZv/wL/6jP/Bb++8t/gH/kzevEp9j2zxR/++y/9f6SeLzyFHYuGbwcnRO4J5aLtpQLyZrSNFWwzjBaYyTZmtIURds+bVJ8Yu2a4jRMt2Dh/kTe/f5+PPr7Nnx6v6KUtd75/j2dOlDy+scXzd27x6s2z/OsvbzK5dp3br1/iSzsXefD2Vb74/A4//o/v8eDeZb544ixvffc2n08V/XHF3me2+KWvHuPPXrnM7TdewQwqzr9/j9OXX+LTz5xg9votbt+5yJ5njnPo1eu88/417KDEikqGkUSieuMFz925za37FzEDiXQOogpjojDHCuNoyRPPn+G9H9zld59vuP7RA+bLHVaPVphj0WHtoGKYLFjd2Ca5dosf/fgu9Z2rvPvTN7h6+xKDoyXNW3e4eO08K8GSW99/yKxd8tiRio2zF3gybzh+73Uu33mFs++8zgunzvDYEc2Z9++jXjzNf/+nJ9j+9h0uXj3H4xuaVz64z7Gd0zz+7IKvvHKVN759BSsoZQGnqEtHTDT9qKYfLjn5rTu8dP8qtz+8Q3LuIq89us6pN29z6fYFVuOS1bTiV76x4Je/2XD9w/scWpzkN7cu8NFP7vHUVPGpQ5rDV27wxqNrGPkpXv/efcbVSVZD/UkO+8V379JefpnVuGSQC0N1ohonbBkGkocejBsG8Q7XvnefYy+/KNOPmcYIW8xJy77DFf/LV07wtUvXuXn/Vcz8FPc/fsiR7ZM8drTl1ncfsnX6Rdz5ad76+B6/H2t+eXyKBz98wJGt05x99z71+Zf5jWcVO2/d5ezVixiJsLhffmabT2U73P/oLr89XRK+9hrX77zCr355m988fobfmTU8++oN3vjWVf7N17c4cPxF/vC5JX906grf+fA19h0ueWLrEh9+fIcn45rVozJZOQgkcjiIFYNAs3JE8c2L13n0znUx+IIaeyxZ9F6oWTms+dr5K7z1/g2qN29RvXKBS2+/jr55lW9/8BpOoJnduc21W5f49a8sOPrKTd588ypOtOTexw+ZnTrF//rsgvbRPV66eJZf+mpJ+eZdrty4RO+IgMKnvvEC/+PXFpx65x6bp09jHnuR93/ykD+a13w6PslbP36DZ6odHt+o6QWazwYa/eguL71yjqe3znLzu3d48MEt/rBY8sXFJb77ozscjBaszl7k7R/d50szxZ644eEPH/BM2fLVi9e488YV+knL1Q/v8kzV8rXL17nz8FX+9Z88zx++dJVvPbrOIKr4bKIEEDcqhkc7QPsnYN3vmHJvF3QjJSC9C7ATefQixUoq5M2KKtH0Y+kaVsct/YksSNYfy7b6u8x8ouiPaykEE8VwQ8B5Ja46OUe+p/5EMzi6K8l0hmpWsjerWE0X0r1s1KzEEs7YF1esxCX7xhV7AsW+sWbliGbfuGJlXLFvQ2SbfYFib6jZFyn6QUk/WtALqn9S9EoGoRS5XtR9DkFJPywZjKXwDQ5r/l+23iw8rvs887ybi+nO052lO3Y67sTuJE7ScTub41UbSaCqzloFkFosedFmWrJsrZYVLSSBqrNXAaQW7jh7AQRXgCBBElwAECBAUqQoktqs1UvbnZnpnsyk+5l+em5+c/H9QWWcvqhHYlXh1Dmnznm/93vf9/uXHUhBs8KMup9jtDJWPxvR+3TAn1sW90Q/4pZ7HuaP/8PvYNz9WVbf+2d8fVDjy+u/xYPOd3nq6Sf//8Dff/961kYJa9sxd7RHWBfFNNoZRifB7iT0Rwl9UUJ/FNPXiWm0U/qjmNvDhNs7Mf3tmLVBSqOd0tcZwfB2U3F3Y7UT9r++yNmlI9zxUpfzH57DzQo0J2X74lk+/Ogc+xZnuPSTV1lemubbO/dz/o15mhPTXPnJMucunyaYnmH+1RnW+mKIbDp0lIPnT7H8wXkWzk/TH2VMXj9Hd/IgupOxfXmeU7NHsVspA0dO8tq1U/RHuUSiopy+KMMMU7afE8bfFyb0RTn9Q6Kf9QU5tpPx1N5jvPnjWW4PU8rLi0yfmqQRFDTU2kJrVXunOxntU7P8x19eYN/iKbZNTPD1MKPqZHQvLXDk5CR6e5Sz759nONuL5hRU/Qy9VbB7cYGf/2+X+OUvlnhwS0bPcMnBt5Z5692z7Fk+xRt/d4kjJycxwpKT75wnmdyPFSVsnDnF5SunuVsNkd21OWddJJpmPepiBaPsvXyOYuYw8asLfPDzC+yfmSJemuf42aMYUcGdI+PE86eZuHiW939xkebIOOvjKd74YJH1W0uMKOf+Yopr7y3yfHmES28vsH5LFzuUCJzZGWX/6+cYOzaJHclEoWi0km22O4WYeFGJ0R7nxJvneXnfISrhKHbYxWiNYbt7GDhwnP1Lsyy/f5HZhROse2k/yx+ep5nuw+yMcuzNZXbsO0T/Kwe49h8vM3t5jr0XF/jZ313EzfZx6PUlykOTWG5J98Iih45Po7td7t15iGxhlkOvLfLhz5Z5ZOseHiyP8PpPLjC1eIJHdo1S9TPuTye49MEFTi6f5ulde6i0Mp6cOsn167Pc7pasH5nmjffP8fDmUYnwBaM0vFH6I9Wqh110p2TgyGmuXDtNI8qFiUYlfVGhYn4pzx89weVrp3l+YprrH73KlWuzbNw/zevvzHP7UMmO5QWOzU5Ta5W4R87w2pWT3NkZZ/HdZdrj46xuF+x/Y4k9xybo9Qt2XTjLqfmj9HdS1m3tsn12hgNLc/z4l5fYvncfd23dz7WfnOepbaOYW/Zy4YMLtNK9GGqiUwtzuq8vMjkzxbpojEfyKa7+/FWieC8P5Ue5+u483x7OuH3XBFc+PMcPt3Wxh8Y59955otExvhVP8tpbZ3k8OczyO/M88GLO4Kkz/PwXF9h/7hQL713g2rUz3KGYfj0qWBuKEVqP2YSKxAAAIABJREFUxsRADYVt17cI8Wr4wrgb7Zw+v5Qi63ax3Y/lDVMVg/6oENMzHMPqqKRPWNIIBEzNdonVLrAiKQQr264HBXUFtEY7x1AsvdHOBWjDHNsXkG0oQmh2MuxICoUV5WjDGY0wox5m6JEAvOXlNJwS083pbWdoQY4R5OhBjumrguDlaF5OLcip+QVVL0dv5+hhjuWtSDpSLPQoxwpzbC+nobZd92XfbafAcHP0Tka1+RJfvm89tWefwmxH3PSNBvXvrefhxy2+s+EL2I//OV+u/A53rP8znnjqsV81d9ezzk/pC1L6vYRGkGJFOWYYYwcJdpBhByn1IMUOMxqOOMxmlNAIY+phQj1MaEQJ64ZzfrB7nLs6KZqzm789dIzXr53gvldKlt9fxk1G0byU7UtneeOteV6eOsKWiUke3yk/Jnzy+gKz1+aZmDvGiStzLFxfZO/xCSw34fGxo7zz02XimSNMXFtkbuk4da9k8uoS5eQhqm7GtqV5Ts0eod5MaB0+xZWrJ7k9jOkPM/rdkj6/QPMzti7Mc+bcMeqeOOuNTk5/VLC2nWH5KVvm5/nP//slTlya461fvsaVKzPc5eWsDXLWhTJ9Vw8Kql5Ge3aO2aWjrN44gr4po+HlGF5O9+IiU6cOY3VGWXj/PFvKvRidjN5OiubkjCwt8v/819f58BcX2b5vH2v8koNvLrN8+TQvHTlK+9AkD20doxaMcuLt8yQH9mO5KS8cP8Xl109zZyjm1LqoYG0ok5h9qiXdd3mRPccmeGbqJPy/1wjzcXYuneXo/GFMv2T/5SUuXDnD1uMzXP/peQaTPTyYH+aND8/x0EtdrDDHemWc0++e5+irc5xeOskdbkkjHMXaUmAOddn/2hKjxw5j+F1ub0uMz94sS8M2IpHD7mwn9A2VnHxriZfH9lH18ht55afGp3nno/PsPnaMyWvnmF04zu3D+1h+/wKD8V6qw2Mce2uZHQcO0L/jIFd/dolDcyd46fhR3PGDfOulUQ6/sUQ5OYHeKum+usiBE1MYw+OcePs8Zy6cYuupU7zz0RKP7hqjJ8z4brKfg5fP8s5HS2xM99Drptyz7QBji/O889EyTr6XJ6dmuHZ9ljucnO/GR3jj/SUeenEUSzH4eqQGjtTaKqZTMDB1iivXztDvdSXiN1SwLpJ8ux1mPH90hqtvnubB7fv5xT+8yfzZaR4dm+b6O2e5c7hkx4UFjs9NY3gZ/olTXH79FGuHx1l4d5nO+Dg97ZID15fYd2QCw80ZubjAyfkjmH7BtnPzXH97ji1Hprn8k4vs2r+Pe7bv59pPz/OjnWPUXxnn4kcXGCj2URvKqQ/l6F7J2OVzHJ6ZwnBy9M5e5t5dJkzG+V45xbX3zvLN4YJ1Ow/y+gfneGprF7M9zrl3zxMW41SH9jD79jn2LpzmzMUTWG7KwKlZ3v3gHK9MTTM0eYQn43FujzL6vQK7nVGPStHQ2zl2UGJGonv3e6NiYkZyT631CyFZKglTjUQCMToFeluWxzaDAr1doLslRmsUMyjRIwFRPcwxvRIjKjDbObZfiEEaCrhaUYbZKdDCAl1JLH2BgLrVzrC8nLpbYPuFFJKgwPBFm7eiHCOU7TaiXMzZMKfuZ9iBsH89LNDDHG1Lhr4lxWxLETD8HMMr5BEU6L7gRM3P0dwcwy3Q/YJakFONcrQwx/QLLLfA8kpst8RyCup+ju0VWE6ONvgKazsJPU+5VJ74DubDj/PlO+/hm9+9n4eetfjyNz7Pqm//CV/q+xMefewH/xT4G2FCX5Bi+ylGJGmARihFoBFkNKKURphJCxJm2Oo9ZiCPRpiyNoi54+VRzr+/xIZdBT2bdvP81Akuv36Cb7/S5cIHywzsKqj5MTvPzXPszCQ3vbCdtZ2M+19OMYOcbGmR//Z/XSbo7iW/eI7/9n9exs/H0AYTXpydZ3Fpmpuf28EzUyeYXz5Bw+ky+foS+dRBev2ErUvznDl7hN4XRtg0eYorb8zQ6IzQ10noi8STqIUp2xfmmV2exvJTdCelPyhYG+b0d1L0qOTwG8ucOHOUH8YHGJo+yTsfLLJ+c4m+KROXvJOzNswxvJSh2VnOXThOX5DRF+T0+fIljl5aZOr0YexwlIX3zrO52EPVTXksPcC3oi7x+UUWlo/z7KHjXHtrlnVBwf7rS+QH9vG153Zz55ZRvjVcog+NcuK982zbs4/apowXjp/mwuunaPiiY1aaOXpLcs+NsEAPuoxdOseeE5Pcs/UgJy/PcX+7y67FBY7OHsHevI/XfvIqz75S8rVml5NvLeOM7OWB7DDXPzjHwy+W9EcZtU7B7lcX+Yd/uEJ+6DB6IDG3/hdT+oYKDl05RzF9iB43oxbm1DfnWFFJtSV57P6oS99QRmO45PhbSySTB1jjxDzSnWDfyWl2LsxzZuk4X31uhGemTjG7cJx1w/tY/uAiG7ePs7o5yvE3zrPz0AEa2w/y6ofLPPpiyc2bUu59cQ+NzWNMvLlEPjnBGrdL8eoie04d5q70AG/8dJkHhnLWbB5n+cfneHrbGI+kh3hoW8HXvJSRVxfZf+oIDyYHeXhXyU0DI2xenGdmfponD8xw/Y1Z6oMpD6RTvPnBOb77coEWpdgdybSv21zSGC7QvJzeVszGEye5du0M66ICM8iwwpx1bZnGtIOM5w/PcP3N09wxVDB+cQ632Mv39x7j+tvz3NXJ2bY0z8yZI/QMxAyeOMXlKzOs2zLGwnvnGR7bS8UrGb96jr2HD3HrhozdFxY5OXcEPRpj4f2LbBnt8lfPpey7co4de/dzxysK+Hd06Xt5Dxc/vMBgsQctkolO3ctJLywyMzfFmtYIxpZxLnxwng27xni4OMq1985y73DO7VsPcvWDJZ54saAS7OHc++cJkr3c5pakFxf4u/9ymXLyEKsHUwZPnmFh+QS3PTtCNZCfrrTCnFozo+aLRl3v5GJYhtIR9YeF5NdD0dH1IQFaK8wxO3J962EXvS3mpj5UYAXljfSL1i4wwxzDLdH9Ai0ScNXdLoYv+n7Dz6l7xY2CYUYZZifDjArF1rtYfoHhK6D1cswwR/cyLFcYeqWTUY0y9CiTv48ykVyUSmAFBdqQFI4VHd5sZ1ibU6xOJuatKhJ2lGH5GbZXYHs5tpNjtQpMXxUIp0D3cnS/QPcKrBsFo8R0cowwQ29n2L50N7c9v5Xep3/EzQ88wl/XK9hPP8uqH/iYDz/Cd55YRd8zf4n++Jd4/Mn/CeNf2x6hrx1T78TUOwl9fkK/n9IfxPSFMf1BSn+Q0NeO6Yti+sKEtWFCn59htRPqQwl90Qh2mLL/6jmWX53hb7uHOPPeeQ6cOIj9YsGFn77K+NQhbndjnj14jHc+OMvGPQc49eNz5FMH6B1McI6f4X/818s8MpwSzs7x3//vV/neizFVdzcbpo7z7vsLDHQPsfjTS1y6OEO/U3D8zfOMTR+kx8nYOHWKD36yyKbuQU6+d4kP3zlDPUzlC+qkrA1zdC9l1/ICZy8c457kAIeWZ3joJaW1dWLu3DHOm7+8yMDuklWbYta+uI/rP7/IC8UeXjp9is7e/ehtAX7byXhp7iyXLp+Q9q+dUQ9zdCdn/5Uljs9NoTsFY5cWWbg4g3PoKO/8ZJknt3ZJX13k1NwRasEoSx9eZNv4Ptqnz3DtzVme3TvJxY8usLkcp9bucuzdC8ycPcYdfsnfHj7FBz89xxM75NeIds6e4PFt45h+SX87xwy6HLy6xMSZwxiuGGeaU5BdWOLU0jRmNMrpH19g6swx/OkZ/svfv0Yz3sv9xRTv/WyZh7aIHGN6BT+aOMl//4fX2LRrXDRZtWDU2miUw9cvsHD5NM/tmWDD/gnu3dHle/unGT95nLs7ahS9LW36S3NzvPHjBQb3TXL6nfOcmjvB80dO8fZHiwzsm2D5J5e5eHGGRrSH4+9c4My54zQPHOM//f1V0gMHsTtjzLx1niNnjhEcOcm1Hy/w4MvjHH37AmNTh6l4o4y/vsTk6SP0v7SXiz+5SHf6CK+cmeXv//OrPP7iGMGZWV596wzP7pngzNtLbN1/iOeOnOL6e/MMjB/k2JtLjB6e5IGdE7zzswtsOXSI/OJZLr1+mjs6XTafPkEr24sVljSiLv2dcTrHpvEPTzL3/nmOnpyiFhT4MyeJD08qxliit3I2TJ3i3XfmabRTzOGcmpfz2METvPv+AncGBZsmZnj73QU2lROcePM8h09O0v9Sl0s/vcjL4+P0uDnh/Bxvvj3H82OHufLL1zh5ZoreIGf86hILF2bYeHCaX/796+we28ftWw7w7i8u8uzWkr4te7j6s1dxs3Gqim1qTs7TB4/zwc+WifZNsPPsHG+9e5a7OwUPFcd596NF7h0uMIbHOf3jCxw8Nk1r4gTvfLTE41tGqW4qeG7qNPyPqwzGY/S2Mn5QTvP2B0u4oxNMXDnHoROH0aNRXj4xww93jFN1BXg1r6TmlgKCQY7WyRWbL6kNFdTaCtwiYb56UGKEBXo7Qwtz9KCgHuZYQYkedakHOUYkswlGR0DY8nMMtytM2RcgtkKRUuygwA4yrECYs+kW6IHqBtwSs1WiO1JIDF+itLUooxrmaGEm+n2QY7k5lpNjesLwq+0c08+EmSudv9bJMcIcyy/Qg1KknaEUK5K0ox2pDsOTfZF0UIYR5hK19jOsMEUPcowgQ4syaqEU0lqUU40ytMGd3PakS8/Tz7N2eDs9z2zipnWr+Yr1ZezKn3JL/TNUnvgyTzz9+D/V+BtRQiNKqQ9LAejzMhp+Sj2MaQQJjTDBDmP6vIR6kNDwheH3u6L/252UeiehHsR8c9s4B16dY+76AocXjnPflhQzTAmnZzh9+RQPbc5otEt2nTnF2euLTM4d48HhDNuPeSDbz/75ae4KY75THmJ87ghroxjdj1k71CU5e4bZq3NMXTzF9okJ+loFm4+fwC32YTo5t3f2kC3OMndtnqOXZ+keO0zDzbFDyebbUYrupWw4eIxXDh7im8kkc6/P8vDLkpu1w5S7t+1l/+IJHhzKsYIMu9Nl+5mTPJfuozg/x86JA9hhxtqgoO5nPHfwKPHRQ9hRSsMXQ0YLcrxjx9my9wCGm/GNHQeYuDTP2Tfm2XH4IHaY0jxynJcPHqK3lfL8wWlGJie4/cVRustzLLy5wN6TR7irI+3jswemmb86x9M79nDXK/s4fHWBkckJ7t62n4/+82sMj+/B6Ehcr+GXRNMztMcPiCbayTH9nIHDJ9g6MUEjTHlybJIzVxc5dmmOiYsneWRXl3t2HGDP3Am+tVk0atvPuS+b4s33F/j2kMTkbF/G0q2gi3/8FItvnePs9UXmr59lU3cfj00eY+b8DHd2uphqCrI/KLnjlb2kF2Y5++4S0+dP8uDmMRpb9pKfm2Pu6lmmz59h18Rh+p0u388Oc+LqIjOXznLswhwb033oYc5D6WGmrywwd+0snfGD2GGX4ZmTuMUBtNYY3pEZ2nsOYba6PHdgmrnrixw7P8/kwinuGx6jb8s+8qU55t5aYP/pae4OuzSG9xCfO838GwtMzp/g/s4oplfSmjrB7LUFZi6d4fFdY6wZ3sPFX77G/qOHqPg5pt+lEY2xc3aWc28uMb08w31bSqp+yYtzs4zNTGEE4i2ZQc73iynKk9NYUYEWFdTCnPvzCUZnj9E3lGMOj/LKmTPMXz/H4fmT3Dcki3bFsyf5211jVIOM+ua9FEtzzFya47WfXuT47BGqTsp9Ow5y4rUFZi7McuTCGZ4bGaNveJzuwkke2lJQ74yRnj3N49v3UHO7mF6Xul9gd7psmT3F4ptLLFydZyAex2jm3LdtgtEzJ7inU1LzSh7KJzn2upz3zfsPKLAquGfHQfYvn+C+zQJy9XCU4ZlTzL+5yJHFk3xnc4n50j7e/j+usH3PASpuLhJNUIi8EQir1UJh6npUYCqTt65kFAHVAiMsqLfVc4GwX8OXh+mXSpouMDoFViel7pUfdwFhjhZl6EqqqYcFVrDyeSot468UD7lXTEc+S2uvsOsCvZ1jBlKQzKFMHr5ghD6UUm2LGmB4BZafYfm5eAChbFP3BKxrnQwjSqWQdVKMMMP0CikmSlUx2hlmkGFHKWY7QYsyTC/HDDOMKEP3czSvwHAzDD+h5o9gtfagDe5k9Q8fp/a9h/jUX/4pX6j8DX/5V3/IZ/7sEzz62KO/Avz3rccME+p+Sr0zQl8UU/cyjHaM0U6wQwF+K0po+AlWEGNGMWaUUHdT+rxc4kZehu0nWOFudF+2oTsJppvQF8RUvZhaJ8XoJOhBitFMsb0Ms5lhtaT90d0UvZVgBQl6mKK5Gbaf0QhTrDBB83djRgk1J8Fyc+qOyC16kEqhcjNqjlRGzUll236OFaXYQwl2KP6F5eTYbo7tCbBa7RTTzzA6KWaUobsZtpvT78mgSi3IsbwSy8sw/JyGV0hRCDPqYYodpDQiAX3bl1bRVKzA6BTUvBzNk+Mw/UTavyjFCnMagVwYdiiVX/Mla2x6chH0dTLqfnKjtbODXNrJsODuHQeYvTbPQ9tF5rndK8X4CnL0Tk59uMBuF/SFkiKwwxKrIwxFD7poTpeqK4zEdoTpmMEYdlhSdXI2Hpf2ve4qrdQZxfJFmzWdLkZrlLrTFQ22LZE10xMvoK6Y8e2h3Ji9YYk2XNDTVjqpX6IPdrFaoxieGFn9Cih1p4vul1QCNcbfLqmFMvRihQWmI5pwtVNgbs6x2wICut+l4ZbYrtzYmldSc5RG7JZU3VImJb0Cy+1i+gW97QwjytGaSjMOSnr9As2X763q5tSG9nDsjQWeS0eV/lpQCXM0R0CjGsp1IcAmLFEPSuq+enii3dpBeSNxYoQlWiADOkZQUPUK7GAUzS3Qg5z+IKPfFb257hXcv20fj24bY81AQXHpHNOnj2C4AlJWSzTfapigD6fYnQw9zKRYd0SWsPwSKyxVx1IqWSKmHgoxs3zpVk23wPQKlYDJ0fyMSigAVolSjI5o5LafY/ipsObNKcZwhuaJpGF4KZabcfvL+zl5fYHHtnfRQ4k1rjD0akcYsemJtm8OpegdpbUPiRfQ7xZiuLYz+sOcRkcZsIF8vu2vXEtSDKpRgdlJBSSdEtOTIlvrZBjqnGhhhh7mGE6J7spx1do5lXZGtZNQa6foroB4LczRfTFpK22RevQwV1KP7JcdSlGpRbmSizLpWMIcLUrR2im6n6K35Fxq7RgtSKWT8EVC0tR51sMUI0wxoxTDTzEc2YfKkEi41aCgN0wxvBy9lYs/40sHWXMz9CDB8jJWP/0in7/nW3zlbpPf//Jf8tv/9jf+Jxr/veup+wn9QcLaUIDfjhL0dozRGcGKYupBosAtoRHFWFGM6QvgWUFCPUqxoxgzTLCDBMtNsd0Uy5PuoO4LmFtRgh3FNIJUCo0n3oEdpNh+Rt0TsLTDRMxkJ8f0cqmgYYoZxhhBguXn1FvqJAcpeigFwgwyTC/DcDLVhmXYYU7Dl23ZjjJifDFhG36OGaViYPs5VifFbKfovhqRDnNsr5TCEcjFbAayT0aYYfpy0VkqqlZX8TqrLWxAV1N4Zihmju5LrtkYks+tB5nkeJVO2AjEbLJcMbEakZroi1LZXiSv2568v394jId27MV2SvrCjHok0bl6UGIGMjpuByW23xWDyxWGZEQF1XZB1etiOF3qXoHhdNEU69KDkif3TvPWTy8S5fswvEza0GCUetjF9kaxvFF0lUAwggJd/RBEXbFKO1DrkLQL6p7sj9bJqESSR677JXVnFHtwjD5XVhaU9FUpxzFUoA/L3/e3S+z2qCQwApnItNuS7W4MycRzPehiuaPUPbVmildieF0MX3LZlpqe1N0Sw5HOxW4Lm7S8AsProgWjGGEXLeyiDeUyt+J0qQdjPLZ7L3eFkklvtNV5DbqY7Qy7k9NQQzym8lkMvytAF4rcZajvpRF0qfvCuq1ASQ+RZLONoKAalRhD+Y1ldm2/wHYLnto7zfWPljnx2lne/GCJF3aNYfoq/ueVGG5X2OZQitlJsQJJhlhtJSU4pVw3Xk49kGLfcOTYtTBDU9+7HhYYbWG1dkd0an2zeH96lKOpZQPqQY7tZ1hBIcVgc4rVztCjFKMt91Z/NMrD8T6sjgyB9oWKJIa5aOxhoQIWmbDZQHR3I8yoeyLH6O2EWjujtnLf+QWmp/R2/2PpRY9yqu1MgNMpFPOWxIweqg7Dy9C8XDHmFN3J0d1cSScZWjvBCBMML6XqZ1S9nEozozdIqPnynBYKYGt+hh6k6G6O7orfY7iyj3o7pxauMPoEw0/Q/QzdWykK4otpYUatrYqAm6N74jXoUUptS4HW2YsRjnHLwC56nJiqk1CNxjCjUapel8pgQa9TUHEyqlGC7iVofk7P3+7glida3PL95/mNT/8hv/2pf/k/Y/zfod9PsN2Eupdi+SlGFGNFI9hBTMOLsXwFuIHIGXUvoe7H9PkxDS/B9kXmaQTZxwDny0FbUYztCduud2LWRjFrvRSrHdOIYvr9hP4wpq89Qr2jDGU/k07CzTBWgNHPsDx5mK6YykYg0SkrkIt7JQZVjwTwjbYw9oYrF72p9LT+KKE/SKn70l41AvX+QJi+7aqq3knE8xgaoXHDUMmwA2GotifZ3L52Sp+vIljRypi2tLK2VwqjDguMSKJkDV+xKj+nEQhLsoJCjZtn9EUp/YGwbC0QMDajAnNYgZGfKzaZCyg7MjIuQyYyvi7LuqrcdKDae69QU5BK+3RHMVuj1N0S0ytlojAqqPsl63dPsKE4SMMTcGpEMjhjh13MYFTWZ+moH4BojWK7XayoxGoLyFr+KLaK8pm+/J3dlmEX05VETH/YxWyPYgYqP+2NYvpdjLZE8uywxB7OMSK132FB3e9KtLKtioAva6rYw7KCZH1ltD5S7DqSbqjhyd/abemC6kFxY+pSpjpLrGiMejgqE59hQV9HrYTod7E2idRlR1KgZPndkrVtOfeNtixnUA/EMKy7o/SpCc96KL/w1Kdinn2+GtSJchrDGfWOrKhYH8qkg+nI4JfpryxHIKbo94oJ/IkpHt05huFlkkJRRd70C+xWjhHGaFGGEZXiOa0UD/Wwolw6Xy/HaokcYimJQm9naEMZ1Y5IG3Y7w26nkoDxu0pXlmvXCgRQTT/DcgVodb9E81UKxisxnYKelnREpif3l95WRcYr0d0CQ6VhLFeRI69ED0RBMALplM2W/FsPBGSNUAB05f7XfAF0ScgU8l5fkjH2DVYsYF3zM2pNWZKjGmTUvIyal6J5qbweZvSEKZVAmL/h5hiuMHDNFWyreRm9kSoEgznaYE7NyWV7UUZPlLLGz6j4KZUgoRrG1CLZvtmSTlHzMnQ/QfcTKl5Ob5DQ46dowSh6e4zbWju57UmPNQ/cy1fqN/EX1S+z7mGbr2/cQOXpIRpeRqM9StUfw4z2YLb3YgQ5FSejd2OKHXb587WP8nt/9vv0PfM4Tz3zKwNcffetF4btSarHChXo+wl9bspaJ6bPHRGJwsvoD0T3t4KYRjRCPUowgwTLEbAXGSFD9zO0UJh+3ZP32FEsnUGQYCjgtpyUhiddQT2K6QsV6CuQ7nOFETTCFKudYrfFHLEjNcgwFGO2U/qCnIaKVTWC/AaYW06B7ZeyDS+n4abiUwQp9SiVWKqSbfraKXYnwYoy9KEYuyPmtjAlYRB2pIwhVy7GeiDegCQGctmmWnej4QtI24p51EO1b25Bn8on18Mcc1gkJjsUYO/3cvp9aSetULoIc3OO/WIqKyhGEovsi3LWtTP5rKhkrV+wtiXAZ3cyWf87ktURG51M1h2JBFAbbimSlStSxErkrR5KgTAGS3o3Cpu0o1x1AmK2mX6JpVi9HZQC1n4Xo12id0oFqGLANXwloXjCgEVT7aoJxAK9U4gsE5ZooTBOLZKEhe2Kxquv/DuUeJumdF9JRkiR0Ydy9C0Zdacr7X8kGW1h9F1s1UVJYkT+1vK6mEEpzNuXfdMjmbg0QimMVkdSJLYvz0kEUM6VrcxCPVLbDXOlP0sn2PAkf22GJXWvS8OTpMkK07c8OT92oBhxO1OSmTBy05XuyFIxxTWtlFs3paxyRX6oKwA3vFJFATOqygRdWe9FX0mLBCJF2b5InMKwhQkbvgCzFuZUopLKSgY9KCRy6JbUghItVAUiUNq8Mh1NP7shiax0urVQ2LnuZ2iqSBgKoA1Xsug1L6cWir5teLn4H+0cLSioBZJuMRyRUHRFKjXF0PUV41VJbVVXGLXmZyLhePJ5ljrOWiBFSg9SIY5eiuFk6K2cWpBh+Bl6kFGNciqhYuyhZO5rruCZGSglwZUORA9yjFaJ5ogkWA1TqmFCJUqoBjm1luxXzc3QvRTNk06j4qVorviNNS+l4qb0+ilr3IJbnnyR+qDL1+4xuP+pv6Jx35+wfsMX+GLlU3y/9Zd8d/ALfOKzn+bmdV/hi3YPf9S7BuuZ77HqO09y61MD1INRtHbJqieG+YOvfpn+4ZcxXtzDE7+6ZEP/t9dje6LD1/0Y24+pBzGWn2C5GcaKbOMkmE6C6YvMYwQpZns3eiQgbgYptVCA1ApT5ZxLB2F7CWaYYHQSDAX8li+yjO6LRm85qUhESjvUb7R/or/X3fTG3EAjSOn3shuFygySG+543RMWrIfyJRlNma5shAm2m2F6KobqJ9TDGCNK0Xy18JSTovsJWpiollE8CL1ZYLilxKoi0SFNP5eLJ1y5sQrV2q+YRIXEXkPlLbhyIxt+IXKWI6yn5uf0Biv6o9x8llfcYEBGKBFBM5TOxlAaYyOQ4Y6+lhQWrZ2j+6KZ236J3skUc5ZuoRYU1EJh9oZXYIQiZa1IUTfSD34pIKkkiX5fWLselmiRJCwMX1IQcqyFSCOegKYRyLbNUGQn0ysxnFFqrVE0t6teL9DHCslTAAAgAElEQVR8OWfmyrbbykBry9olhor9mYFsxwpW9lPJYUF5Y0LSdLpYjjBO0yvUzTqKrnwAIyipu2qARw2YWaHKR3vCTo1A9HrTL9CGpBCteBr6P/Iw7CjHCEuRkDw5vpXPtTzxDzRXtmetyDArunJQUPUVqDkSO9Q9+VzLkw7PVPtjtWQgyFbfudbJ6B3KFChJN2kFondrQfExGfGFgDRC8QcMVdDqvmTA604hHohXYDkFppujRXJtWY4s21DzSgFlX0CxGuSSaokydb0XakBJmY0rPpWKKhp+IQw3EGlEPC8VlXRyTFceupdT8yS2qPkFtShHGxJCWGnLQoKmJ9e2EZZoXkHVzzGa+Y1tV31JwJhOiuHFH+vqobD0WiAmraYimGagFihU0pHpCehrocg9eju7gWd6lFKNpCOoOSIBmW6O4WaYCrP0wZxaU85hLZIuQlP7pLkZWqug5uTUHNlOpZOyphNT8bIb5qzhpGgDOXcFL9P3WIX7n/sL7vzen/GY9wVusv4dj7/yFT7f+2nuGfgiG7OvYn7zM9xs/R5fNX+Xz93yb/j9z/9rzAf+hDX3/TW3/+AO7vrBo9TqBt/6/jfp8/dSdQsef/qZfwr81qCAvBWIrNMIY+pRjBHG6IHIQHYrxXQTLD/F8qUDsIOPNXwtSqiEiYB2EGN56v9d0dxtN8UOpADYfkK9HWMqD8EIJC3Up7wEI4hFylF6nOnJipb1IMYKY4xwBDOMsVoZlVaO7qQYrhhUpptT9XJhAE4m5ldTzNgV0Ne9DKMla+1YkTjrdiSdR8NJ5XjVRWeoSq8HciHroRQsy82wmip36woLMFy1vyo7bLRVUWsLMzNdSQZYgUosOAJSlUgcez3Kqbk5ZksehjJ7dV9aXN0p0QNpjy1fupq68issr7gBgravTK4oo6aAVg9yal6J7nTRfDFLTUdAvhYpTTQQHdp2ixvylACGRONWWLkRdKk7wvY1xdjNQB71FXbcFp3eUoBpuKOYzpho8VGpioT8f61ToHX+0aSl21XxNzXIM6TWW3E+TnLYSgYxQ2HkZtDF9lbkICkQhhoUWmH/cixSDLX2iilYUHNXug0FBr4y58Kcil9SU5lq/cZEphRQWTQrx3ZLGmEuiQwF3qan/J+V94Ui5xl+QaUt4G16BYazos9LAdEDKforQ0hWJODfcKUDFFIh8orlynkwIkm9WDfWfFGRQ2+le1BF1hP5SO4TkVANVUjMIFPfu+jWWrPAGCwwXWGxPUGiNG7pErQwFV3aF4JmBfI5pqeWLGinaKFItVYknpYZptQ9SbFonrD3lWnWildSUcXXXmH1rtzPpifdn+moQSdPCpfmSULIcAqsVoo+sEtwI8pu3OdaS7oWGZZS36OnGLuXY4RCWCudlJ5OSi1KRIMPlCnrZVSbCT0Du6mFI8LUAyGIppeguyk1V/BE80Qq0t2MajOjx0+VHyD3b8VPWd2JqUQlWjCmOqAYfTCn94WtPLttPd988is8tqWfO568ibsHvstXG3/GPZHOX2ifpucbn+WBodt4ZHs/33jqczS+91Xu3nATN6/9Q76of4baN/+IT/67f8Hv/cFv8h++8Em+8MXPcst99/Kt54Z56lfX6un/9nrspmK3nrBn24+F4QcjmNEubG83RktaJCvIMNsj8poj3UA9SDC8RIDVT2+kfgw3wWwqIPMSjECMDvEMUjGQwwTLS7HcBNuTvzHcRIC0lWE4YvjW/ZV0S6IKVKJuXJGL7CjBbsfCjv1M9m1FRnIlLyvJCzGGDOWiW20pOmaQoAcZtpPTCKQbMANh/1oUY7ZjaR29HMvJMDxJB+luhhaI92A7YvAYoUhHhiutozGUyGdGK4xD6Zue6JV6R8lIntzk+oqR5RVUA9V6qo7B8lcyxNIu32AXrS7GoNJWlSdihh+3z6ZfYLW6anxcGJYRiLmnR6pgqeyzmNEFhjOK5neF/SpAshSLNF15Tm9LymVljXFTySZGVGBEpRqykaJgrCydG4hsYkTCpiXGp7LUatu6X1DpSEcgnokwVBm2UQ+3i+mPYqi0ihmtLGurOiVPGLeuVkS0FCs3VKzQUPFA05eEja60bVPF7vSwQPe68l5PsbpAjld3pXCakZJMhrIbBqjIfOr7cpW/oLySle7C8CV7bnklVrOL4ZYCnL5Kd0U5lSHFlFW0zwozTFeGwuwwlWvBUVnxQJJFhjIae8Mc3ZH7w1CDSJpi2bq3Im2oadEVY9TP0dsFZqiKgCNBAjNM0cNECI8nHaYdKMwYLNRxZxgtZbyqZFPVz6mqVJzhiRRsOakAuErNVBWrFmYt95PhZ4pIZaKFKwJorAQsVu4zt0BvSsJFD1J63Z3UnF3oQUYlyKh6BZZ6XfNykV+aAsK1KKXmyOfUvFTeH2TUwkQkJSen4qci3zRzbtuwi2p7N1ooMpHmZVSCgmqQUA1SaoMZ+kCO3krRW7LEdq+nCkgrpcfNWRNk3OamfO1HbfRnm5iDL1LZlLNmQ4bR3M19Q0/TaL5AfWAT+rPfwGruwNrwTW57/oesemQV97W+grHxu2jONtZtfIib7u3l3331i/zuZ3+T3/y9X+cTn/0tfu23f43/5V/8r3ziD36Tz37xk/zWH34S/cG1PPX0D39F4793Pb1+TG8QYzgJujeC7o6IrOPGGMFuND+m5sboTooeJaJjtVK0ZorZEnZvtmL05wq0ZirRTSfGaKbUfNGxqmFCNUoF2JWUs6IvWn6GHsSYQSzA7qUYjhQa282wXFVQvByrlasvXsydPk88BCuIpQvxYvpDMY7tIBMwDRNMpenbQSI3SZCiBSlmIOvh261MWjllIOthQq0do3srF3yK4SVovrSQ5kpHoEwrK5QpZ8uRwa66m8m++xl1Tyq/Ech6/HooN6ceZJiRtO2mqyYP/1FsTA/UkIhboDnCTAWQBfxNX8kafonWKtFbXekQwkKYl7vSCeSYrVGRLtwVqUTFTpWHoEdyg1metNUiBYxieF2V9BCjuuEKo7eVeWxFuUrpiNFtKxA3okLa87ArKZBIJjHrfleYb1hS82U9e6uj1kn6Rykh05Ppx+qQyD8NL6fulcqgVlJYs4vd6lJvdTE9WW64upJMCXNMr4vVktSSpaYkjRUt2lXnRYGc5hXUOpLIkEKgFtlSIK17ItFokWjKIskp1u4JC662JaYoySuJWNoroK++C8spsRRR0KJMJJtB6eYsP7vhkRkr+nYrx2iJxizmZqmuISk4tpKD+tycfgWatTBH80r0Zomhwgorv7+guRl6M7vRoYqGLqak1ZLzrvsZRjPHaEpna/jKs1Ms2nIKzFYhwNsqqPgZNV/i15oj/602pRM23JRaS65FwxG9W3Mz1c0Ks68GKZUwpeblGM1C/h2ksi1HFAOtlVLzMqpuQnVQntebGbWBlF4nZbWbUAkSKq2t9Azm9PhjVMMCwylkv/yUqp/S28zQnJxakNLjpOhOTNVPZLrYyah5CTUvQW+m6E5GNUioBSmrnh+hOhhLkQkzSSx6KdUwpxJIEam1UvRmQm0wocdLRM/3pUj0eCm3OimrmzHV59r0PrGBNc8OU30hY81AzurBlNWbdtLr5azatJ1aaxsVZ4Te8BV6/F2setah0nwMLdhK1c256Tsv8Nuf+wz//JP/nH/xO7/Gb/zOP+OT//43+eOvfopPff4T9Nzxx3zj8b/mKz2f51brszzxq5O7jXvXU/FjKioqqUcjmN4IdhhjBzG2mwi7Vq+bfozmy1CV5caYToLhx5jeCLVNKZVNMasGdrFmwwhrno/paSX0OrvpacboToaxIgF5wpQNJd3oYUxjxTgOY6wwwVLx0LqX0XBTrFYu8kqrwHRFPrKaKT0bR1izIWb1CzE9zQTdU1nYtkhHpp+iRxl2NILW2k3DVUZTILlZO5Juw/LVe9XNU1PDE7qXs2YwoddLqYUJhqtYSyBMy/JX/IwMfVBaZKOZow1mrN6YcNtgwq3NhFVOcoMJ1dxMzQVk9AbZx2Dii2yk+6Kt1luF5LRdaYNrHZEThHV9LLGYrpIuVtb28ArpXrwCw8mobsrR/VIZY4XSQXOsVhd9sGC1m9LTyqg0M1a7AsC2moI0oxy9U1L1R9GVodsIJFlktcWcrG7K0R2ZyLSUuakFpXp0RXJS7FoPJTpY9UepujITYAUFWkeWudXVUE09yOl1E3pV4sr0CjS3QAsyVrcSbm2m3DqYssYRUKy0cla3VszVFQ1XySYqDVJrZvRsyrBc9Zyj/BpXWLzmFlTUmimGI9q26SpTUck35j/2XvyP43y9fsqtvor5ujmak1F1S7RmF92R/dM8xa5XtGYvp9rKqQ0WGC1htr1uyuoBAR6zmWMOZFQ2pNy6KaPiFVS8nGrz49kD3csx3RRtcITKYMKqZkxlIMMYLEUucWRWxvAkvqg3SwxHgFRTxEVzS4xWoZh0jt6UtIrhKlbsZ1T8RBi5V1ANxLuoBgmrBhJWtWJudkdY7aou2U/V8Ses2SQdfLWZcttgStWTa74SCqOvOZnabo7hyMJ3WqhipqEYtlVXCkrFS4SJtwRoa06qEjEJNT/DcnbzNw88zVe+/x3u2PQga4e3U+mUrI4SKkFKb5hR9cU3rDRjzIFEbVMAv9JKqbRSelsJVUdM194oobc1Qu9zOzE3FvJjT+sf5OtPraV/y4usDkbRglgdR4rWSlSRGhUpuvky1Y0xX31sM1/69gPc+cImrDBmdZDRM5DSu6ngtk05vQNiBle8jIqb0uPGrPZT1vgxPU7GLf5O1rgxn7q5yj/7xL/kE5/5Lf74r/6Qf/0Hn+Rzta/w57VePnfz7/OHX/hdVt35J3xhzae5/ftfpHHv53niyUf/aarHcBPsVoY5KLKJOZhiNBMMf0QkGjeh1k7QQyXNuKnINX6C1krQWylGSw74mb1HOHppnumLs0xfPEMzHueZPYcJunvlhLiii2mO+vUlL0EPd6N7MWYrxnAT9CCRViwQ5q37MVZTNLeqytQaQYLlJVheQWf6BMcuzbN/9gT3tUuqm1YMpBS7lcpF38r49q497Dg2yZ2Ryvt6KYaXKgMqpe6m1N0E002lvWyLmdVo7yFfOM2Tu0apuim2k2E1ZcjK9BORbwK5qStOjt4sMJsp9+7Yz74Lcxy5PM/UlbNkJ6ckoqpYgzYkhaXmFioCqxaa8kW7rIW5WqRJZbE7CdWOaJC2o2Kq7spCTmowq51itzP6FOuv+SnfH53k5QMTwuJcGUyqKP+g1ip5cPdhDl2a4+iVeSaXT/HQ1lF6lEllOsJUq17BmqCkojwHs5WjtYTV9XfG6c6d4fGX91BtFtQcYbBVr0T3yhsDT9VAFaewoLctemtVsetaJCC7ktyoujlmNMYrx4+zfnOX1W5OxZfYXKWV88MDU0xdnWfy4kl+sH2UNc2cJ8aOMLzvkBRlp8QM5denau0MPSqohRnf2n6IvWdn+MZLcvyGK6P5ukqaGF5BzVPms8po660CfVBJCsqMXDEpq34mz7kp9yUH2To1yboguTFYaPgqOdLK6XVEtqsofVkPJRiht3K0QSlCtVbKo93D7D56mHqQYTgFtWbGD/ccZevBSbSmfHdVr6Cm/CzNyTDcgmDqONOX59h/9hgPdNTzrRxjUJi0OZhhDBai3zfFT9JaBZqb0+tn9HoZ1RvauIBxzRcJpuIKiBteiuGLFNXjpnxrZD/7L85y5LU5pl6bp3t8CtuX1EplQ8a9uw7yysQEejPlkfIw3ZNHqQYZa0IB26ojIK65KVqQyICVo+QZNxOpJUjRlF+o+5moDkFCT5TSq16vehlrBkb4ymMt/rT2VXru/Rpff/JWvrjub7CCQXpDUR+qQUJvVHBn62W+7Q3T6+f0eCm1QLT6Xiel4if0BDFrgpg1fswaJ6bHSbjpuZdZ/fRW/vwbD/OpL/wBq+/6GvYzdW4b9Fk9UND7QkaPk7DKT1g1UFB92uc7L7W5x4u49eEN3PzI46x64gkqP2zRsylhddjl1uYoPe44q9yC1U7JqmbOajeh14tZ4ySsDjJ6g5xVrYRbmzFf/Pp6/s2//z1+69/+Ol9b/TnWb/gu5kCH2x56hs/8hy/x2S99jt//qz/iX33m1/mLWz/NukcqfFn/LI8+/qvAf+93MMKdGP5utGZCdTBBb8Xo3m5q/gi6m1BzYnqCmIo/Qs0TCcdwE2p+gjaQYm1KMJoJlY0JxcVzvPXjOaLJw2yePMx3XymJLy4wO3+YajOm4qXorQy9pVq5YATdEymp1ozpdWL0VoLWjKWiN1N0J6G2KUdzEmpeLPvkxaxyYwaOnuTdD8/x0sRRTr5xnuXlk1gDcgNpToI2mGIOJlRbMY+OTfH+Bwvc00nQPOlWNEdyuYabYTVFg5SORKSgWjOlHo5y4OIsP9w9xqqWtKxaM5MhEFdauWogbWzFF/Zec1J+dPAYf/efLvLy4SO0Dx9hcGy/FAm3ELM4UgNqSq80VUutuwJKmp+pNlVSDLUwpeJnIuc4hRhXboHtiFFXVdG22pC07nqQscbN8E7Nce3qafRWRq+f0RMqjTXIWdXK2HD8DL/4xTLB4SNMvn6Oa2+c4fZOSo9foLWUJ6CKRa8nhcPwJI5XdXL6OnuZuDTH0ztG6W0KONdaOT2tkoqbowWSea64AnoVlYXWWjmVVkFFySW6K4MstZYwzsbwPq79/FUG41HWqO+px8v45q7D/PjnFymOT7Pn4gLvvD3P3c2Cl+cWuHDhBNqAGH6GtwIeKnnVzLh/5wRHL53mm1tkdVVNAUxNGY1Ge4x0/jRPvjJGZWWRLj+n6mVUfYkPrjBivZnf0LErzYTnJmZ458ezrA0Tqo4a2FFauekI0FaDnEogoK07cm4MP8V0BHhWDWS0Z8/yP/7+Vda/WLCmldHrd5n58DU+fOuUyK2+MjgVsFcGMv5273He++gcQ4emmH5jmYWlaYyWMPSaI5q15mSYLTE89ZZcU7o67kpbGHjVVYAfiEZd9UX/7nEk2aL5CZq6X3o2ZTy9/zj/6e8uMnz4CO2pKTaOysCf2UqpbEp57sAJ3nlnFttLeHLfEQ6fPcaaVs7g9HG2jO+jZyCTTtNJqDgpVTdBcxP0QcnbVx1hv72tjIqTUwsTah2JTNYCKTCGk9I7mLPmhZ1Unm7x2TW38FfGl3jqR1+nx/40657TuHP3DozOGJWhUVY1t3L7xh+yMX+Ie7ZtxB4aQQvUkJWfUY1S9DBGjxIq4W56/d3S7XsjrPrRK9z0yLPUnm1yy1MBPfdUML+/GqsVc/PzXW4e7NLj5fz117/J4099iSc238v9P1rLPY98mcoj/TQGB2lscLk92I39zNN83XmK+tNPcF97kK97bereTmpDJabXpTqQ0/PCCD0bt6GFo9zajLn5+89wyz23c8ud/dyyrs6t/V/hpm/Xue1bT/BHN63iL/vv5C96/pTPfe33+Bv7j/mdP/59/tW/+Q1+8IMf/FONXwu3o0Xb0LwR9IEEszmC7e3CGIzRB0Wzr7i7qQzGVIMYbSBBH4zR/REMN8ZoyTIKPZsSRs6d5cDMIW7auIvbXtjNLS+MsHvpLMdmD1EdGEFzYirNEVZviFnd3E3FHUF3Ela3drFmYBe3DO5mVXNE9qWVUHkuZs1zI6wejNGcGNNLsJ0Eo5VSdXMmri6RT+7npmd3cue2fcy8OsPdoQC2pvKy2kBCxRnhu+UU196e585OSo83Qk9zN6sGRuhtxvRsitGbssREdSCW7sRJWLUhQWul3DKwm9s8GQTpHYxZPTjC6oGY3paY2rqX3LiRa1FCbyvhyf3HuHr9DGtau7lpcDe9AzGmm9IzkLJqMOYWJ6bHSak2Y25rxawZlDFtw8tY7SXc6qm2vZnS00y5uZWwyk3R/ByrldHTTLnNSVjTTCVpoRhqzS1uFLPKYMbgidOcvzIjfksoDNVSgL5mIOP5o6d49dIMtz4XY4T7ufaTC/woLlnlSWt+02BCryOfWwlyelsJq5opt27I6W2W1PyMWwdjKq6A7Q2Qc6U4VdycVW7KzQMZt2yU35XVvZw1mzJWbcq4bTCh0kylADqyouOqjTG1aJzzH5xnY9rlNpWDXu2mDBw/zaXXZli1Kaans4cjl+f4frvk/2PrvYKjvPO836tz3l0bsI2xjXHO2eNxwGAkdY4SOdhgY8BgjLHBBgMG1N1P6iAJRI7qflIrB4SQUM5ZAkTOwWE8s3l2q96qsyddfM7Fo5k9NfteUEVRTalb/X9+4Zv+he29dPc344zo2CUTX76lx/bFTBxRHbdifV9Zio7/L1pyycAl6rhkC6f17qtg+OdR5GQ5rsT/b9qKWsXcKpYmXsHEI5i4FN2ahhWTH0+0Mna5g5xYCkdUs6I68iwIyRczcSgarrhhNYq4jls0cCgq3oTlkclJGHhFnXhLN/y/V9hbUoVNMph/6AQ//89rXL3QTnAcosmJjQ8FCRNXrBjj7AANzfXM2q6xTK3n7JVulsTS2KIq3vEhy61Yip3ZUdMa8AosCMUZ07DlqXgKxvXqkkFQ1vHIGq6ohi9m4M23II9ggUpOwhJX+GMGW2pbuHC5C19YwyGo2BUNT4GBJ66SJSXZVNPM+audLNil4Y2nyJJVXDET/cwA9U2nsEsWOeqPGbjCKp7w+BaQMPFJJs6wiUMy8OSNv09Rwylaw1CgwHoec2TrDoxgXjFvBBcx5bkp/M7zO5atz+GLDX7e9z2L7ZtF2LdIZG3fzawVK1klr+STgk9ZKHzJ/Ngx607sXTr+XRr+PAv39xdoBBIaflnHJet4FQNvyOTrXSLSkfXYvlyMd+NGPv4iwPwdy1if3srCPbt5c/5SFi34kHV5y/GtfJ/nX3uYjeF3mfPjKvziHmatCOL8PAf/yg9ZuO5DZgXeYNFGO8HPfseyDVlkb1xE9o6t5ISP8ZrDyfsLvMzetI05efvI+CaC67O12D9bRWDjJtyff453wbu8736NwGof9gUZvPneVJ59aQqPPP8wDz05kade+19l9az8iuxYCl9ekuxEimBcY46iMzeqkaPoZMsG2bJOTlSziJC/TtEaOUqKQEIjGB8nNASD1GAv9W0N+GQdb76OI6qRGuqjsbset6jhlTWW7itDrK5ja0kp2Ykk/qjByiNlfK9VIZaf5LujZfhjKsGYwZeHqoiVn+LHZAVzZYt0CSrWpJadn6b12hBHyqtwRy18bk6+zuwClWCeZhX+hE5Q0fFKKl+Vn+LitT7my8XMLyzl26JKtpfVsu5wGeuOVPJx3GBOXGP9kQoWxS378/qiKhbnp1mTrGDJHgvfXH+8ks1GDUpVHWv3pwmMK5ECcQPfLp1gvoUJbqpp4tK1Hmbn69ahGoe41hyuYmPyBGLNSb48WMKKg5VET9Sx/kg53phJdmGa9VoVm41aolV1rN5fzKpkNVLtKb48UIY3apAtG6w6WIF0so6dxTXMGXcd5oxf9DJnXCvtk9NW4R9rs8wk4zK47HH7u0cxCdd3cu5CO17ZxJuoYPD2KBGtggzRZM2xkygVp1l/pAxXQselpFmwv5JwTQObtRqCkuVxWHeshk/2jEdajGPewXGNuSdRzKKDleRW1xMpreXjgjT+WDFrjlazQatFqj3FN4fLLSglmmZeYRnbS04RKT3NhZ9GCatluOJpsqPFOKImu7t66O5vIhC1NomcvGJ8osmerh5GxzrYWXGKbelqsvMNXPkmnx2p5Dujhh1Vtaw4Ws46tYp54zzLyuPVRGvq2XikDJ9kssqs4/o/naO8pZ6FBZZyY3PJKaLVJ/lsbxqvYLBoVzkbkjVsL61DLDvBkgITt2KwrbaFi9d7kCpOEq6oYsFuE3/csv1/cewESk093xRV4EmYLN5XxrdFNewoPcW6o2XMTlicU0DWSLR08f/8n1do7jmNW9TZfKKZP//nVcbOteGP6Xjyjf+a4hMmjnga7dwgjY31ZOzU8MWK+bSwjJxEMeu0ShbvNgjsSvN1qoolBSaz80rYWFTJknyTxQcqCNecQqyqYcluCxpctreMzcdrEMpOIZTUsDgxDpPstib+bNkSN/hiOltONHP5ehfzxweN7JiBO26wvKiKSOVJDnV2WM0wobKgsJQvD5czZ38pTTdHOHO2g7X70hb/V1hKqPoUUvoEC+ImnrjB0sPlfJOq5sfKWj7Zb7D4YAVi5Sm+P16JT9LwRA28go4vpOOOmThzC3lz/hLe9s/hhRlvkbPzG9aJm/CseI+nfzeFR56bzHMzXueduU7mi5/j2prNR8sdBKQC3FEVu6KTJWm44zreAg1XQsOlaAQiOt6IgUswcEnFzN0RYu1XLxPKs7NY+Irsr5Ywe9FTbDu6iM9DC1m37G2+yd2IY4vA7+3v8dTzD7Ix5GHp+gxemfk8bwfeYsLk+3j63Wm84XqPNz0zCG79lFnLPmB27hxcW1bg/H493h0/8rb7d9g/9vChOwPPZ+/j+Xolnm9+5P1Fy3nyd+/iWLaUd2Z+yAuvTeb5V6ewSszgud9P5b4H7mPiwxOYNHUCrzte4PvNfwv1rPwKf1THF9UJKDqBhIovpuNOqHjzVHyKSo6ikhNLkp2nkh1LWRO/pDFb0PDFNbxRlaCo4xI0UoO91DTVkfFjEVnhJJnRFEWjvTR1N+BUVOYdqKD7xhB9F3q4cG+Io+VVuCMGlWND/PG3EVrG+rjz8xChwyUs2ldB66V+Wse6ufLTMIeKq/CFNHJkg4Ci45VKaLkyxLGSKhyCykchlY/CKr6YxTf4FR1f3CCQp+OJqtZNQ9f6WCjpbK5q5l/+4wJDV7oJlVTRdn0QJVnG7L3V3PrjGbYfSfOxVsfFW718saecgTvDiMkSgvEKzv46xpVbfXRdG+L6zR6W79atVTRq4ElY+KBLVvmhopFLl7rw7UyRGVbJUAwCu8rovnuG23cHabs0yJ1fR9D/NIUAACAASURBVBm92k/nlX7u/DzI9weLmV1Ywfk/jXHpZj+dNwa4+4cRBi/10XV5iOu3+li9u5jArgpOXein40IvF38exaw/gS9h4E9Y3Egw9pfCb6C0djJyvtUiq6JW0Q2Mqyrckkn4dAejY618tDPF7H0nuPHrCBv3lbCupJHL94bpuDDA5TuDfH+0BH9BBY2XBum50MuFn0Y5UnGS2XnVnLk7QsQwccd1AgmLRPMVWE7S7MIyjIEeui/2MXJvlJbeRmYnSmm7eZa794ZouzjI7Z8G2LC/FJ9SRsloP1fuDNJ5eYj/+PcxIsfKcEctaMQVN9nX00PvQDM5ogW7ZccMXLJBQWcP//avZ2k538OtP53hSEU1mZLBwcE+/uPPY7SdaUOsOs35W/2sLDBZdryWwVtDdF7o4/K9IcJFVWwsa+KP/36RntFWPt9VQn5rJxfvDtJ5fZCRC118Hk+zzjzNn/58nt7zvZy7N0pzTxNBxWBbZTP//OfzdI31cvnXUWrbT+FSdFZr9Zy/O0z7+X6u3h1ky7FSNpQ2Wefvcg9htYKAbGXD+AWDguYu7vw6wvDFLhbFizna1821n0cZGWsmJ0/DH//L1G/Bn864zo+1bfzxjyMkjCpmSxofiire/BLarg2RSJcROFDN9T+dZfvxNAuO13Hxdh8rC9IU9XTROdbL4O1h2rqtbWlbdSv//G9jtJ3r5uqvZ6g4fRJ3XLP4NcUkIKWtsyTr/FDdwoUrHTgiSWZs07CHdT47VsO5X0boutjDxd/Ocf1KBx5J5YfaVkbG2lh8pIzBP5zjzt1+thwpxSmlqTg7wMjlPvpvDnO6qwGbpBLt7OLf/zxG22g736k1tF8bouNcDxd/GiLPKMchaHhkHZ9kTePO0D5cm2M8/+FHvOV5j6yVa5m7bBWrN3/F8xmvM33+dGYsX4hn06f4847jCx0guPVr5gobyck/gCem4ZBTeEQNT7wIR0wjS9EtYUdExy5puGMGMzfEeXn6cyz+5AXWfJfNHGkf782dhWfJh8zKfJlwaBkLY3t46+P1LPpsHmu/eJXA5x8wL3cBj730IK86Z/CGx8Mzbz9FxkoPs9auxLHtGzzidjx5e/HtKiJnXxWZ23NxLMokZ7kH2xwPM73P8OaHjzNzXhbT3nyax559kGdefoRnfv8o7y18jUmPTcK96k2mvjyFv5t0H489+zATHv57pjw5mY3f/Q3UM3/lV3hknYCskaOoZMdUfAkVf14RQVnFL+oEohqBmAXT5MQ0grJOjqAzW9D/StgGohruSIpkfx93fx6hpr+D6q4WlhekOTbUS3N7Pc6dSTZVN3PxUifubcf4vqqFcxfayVF0ai4NUd9ajzOsU31hkNqmOrJlk4V5Bh/mHmXH6XYGhpvJkcax/5hOID9Ny7UhjpRWsk6rpXSgnWRzPUsLDILj8lN/fNwdHE+xId3A5Zu9LC7Q+LG2lV9+7WfZbpUMUcMc7ae8rpbVZgP/+X9d4WhxJT/WtTJ8tpX5+WWM3h1B1orx7y7nwm9nKSguxZtXxtgvZ4iZ5bgUixgLJHSCMQOfoLG5rJHf/uks9f1dnBzsIqRXEEyUMnxvlGM1VTjyihn6wzmqT9dij+icvj5Ced0JcvZUcPlPZ1HMUhy7yrjyj+cpqq4hI1pKz70zFFVWE0iYLDlgkpVbxJrSZi5f62RxXLfyRvKtaTA7Xow3bqB0dDJ6ocWyiMfGlRwJy3zjytPJbWzntz+NUNLbzsDtEdp6G/FH05ReHOJkcx1ZEZPSsUFONtXyuXaaG3f6CIY1Vmv1HKg5ydzdVYz9NEpELcEVLbZw+7iJLy+NdzwW4JPdZdhyNRYdOsWV2/2sKiyn+/YZ9BO1uJVSem6NcrSyhrmFtVz9eYQth4qZfaiG6386g3isHIecxltg4lFM9nb20DvYRCBqWsqWqIlLMdnT3cPYhTa8EY38th7GxlqxSypHR/otaEhSWZ48xdW7Aywt0NjW1M7gSCszc1Nsqm5AMSrx5pfTd3sYIVmCu6CU/jsj5BnleHaVMnBnhIJkFevMRu78OsDSXTqf6fVc/2mAZbt0tlQ0c+t2LwsUle9qWrh1qwd/zLAueWmv5/ebVY4M9HOqpY7vy5r4+edBluUbOGM63rgFGblDBvmtXQye76LtYh+CUcPpsV5ODPcwMtbG3DyNQNzC3j352l8xcb9cTGFzB3f+dJZL13r45nCaTFEnNdxHxalaPtca+D/+76sUlVSxqaqZM+fbCMR0FuYXM2OLSva+E1y61c8ngsn26nZu3O7GIyXZeqKF69e78CkqdlnHGTFwRSz4xRZS2VjexG//eJbagU4q+zrZdrSc8Kl2zpxrwy4mCTV1cvVqJz5JY9vJNs5fbMct6xwb7qPmdB0fCUkWqSe5+fMgn8oqc4/WcuPXQZbla+R19XD5cgdOIcmqyiauXulg1o/HWVNax+6KKpyKhlPWcYsarpiGN2Eyffk2fh+08ZrnQ151fIBv3bfMXy8za9nnzI+vxfujwNL8QwTiSXyRNMGoiS+WwhnXcCcsCMwXSeGMq7ijOh5Fxx+1EA1vVMWtaNi3JnGsXcmiVW8y//s55IQLmbMlxAzXq3yx3MvKXdvxhPfx5qIt/LBjE1vzP8b7zdt4Iwt5c8F8Xne+w5x4Plnfbic7kUcgehh3JIUzT8cVNfFGjvN6YBlPvzeLV6e/xBszX+SJ159g6vNTeHDqJJ57ewpPvfQQL73zOC+88zi2Ba/w8bbpvPL+NB6a9gD3T5nAhCkTmPrCZB6cNomHp/0vMf61BBWNYEIlJ08lW9EIKhq+vBR+RSUg6Phi44Vf0giKOtmyymxJJUdOEZB1XFEdX1zDJadIDfZx9UYfh5uaONxwis8SGkX9VuF37Uyy/XQ7d+70k6iso3iojzu3ulgc1ag6N4BZewJ72Lqh61RbPe6Qyif7y5Fq6ig508vA2RayExZBHExoBAsMWq4OcaSsilVHq9D7uvnnfxnlu30GnoRmGcpiFgHrl1W+Lqnn0s1eFuTpbKtp4fyldnKiOraQxs5TbfQONpNf38LVP56hrrWBY33dlDfWEoyXMnJ7GFErxru3jNF7w+w8bOJQium6McLukgrcko4/T8cX08mRDfwRle/Lm/j5t1GOtbZwoK2RDcdKCMZL6bk5TF66BFvMoOHqEPvLq/hwm4FxZoCaU7UE88s599MImw8YzBLL6Lo+QlQr5yMxzckrQxhVJ3CIKvP3lSFUnOJobzeXrnWzULYUEv68cSVENI1TNhHbuhg910ogruMbzzfJiRYTiJo44zq5De389MsgWm8X//KvZ9m0L82sRDG114ZRK2vICukc6u+ltbuB+fuqGftpBLO5gU/3FJMla+Tsr+DMTyOIx8vwxCwCOJiw9OfBqEUMzk6UkVvRwL6WTm7eHWD13lJabgxSWFqJTSmm9tIgRSdqmH/sJJfvDrCq0MC7u5zhOyMIyXJcUaupOsMme9p66B1uxjsOd2TH0jikNIXdPfT0N+LK1dle28H5S+24ZI0jg300dtZjz02x+tgpLt/p57NCjVWl9Vy+N8yuspMEFZ2MSIrArjL67gwjHC/Gt7uCgdtDbD1ajCOWpunKEHvKqlhjnObCtW7mx1VyDtdw/t4ga/cYbKlu5tylDoJSii/0Bq7d7GF23OToaB9nz3URKTtF681R+vsa2VzRyLmLncyN6rgVS6YYiBq4BJ14Rxedg80c7O6k72IP3Wfb2d3SzshYG76oilsx8CiWpNUXtYQLXkEnc4fKwsISKs4PcPFCO0EhxZa6VnoHW4iebOXab2dpaGvgYFcX1c112OUUgbxifqyqY1+LddPcilianXXtnBlrxSOmWF9+mms3upk3zjV5YwY+2cAdM7BHU2yqbOSXP45Q1HmaotYm1h8oRenopL3vNA4hxabqJsYud5Ij6ew40ca58224ZJ2ikT5qG2vJFI7zWVkDV2/1Mk9OEdxbyYWfhli7xyCvq5v23gZm7kyx5OhJrv4ywuG6k8zOV5kZSeJUdGyyhl3RrEYk6ry5JsTLs5cyc91XOAWJ1+d8yruLFjHryxDvrlrA3IIdzM07ij2u4pV1/FEVezyNN57GFz1MQDqKL6rizdfwRXW8io4vqpI9zk16ZA2vmMYbLsKxZgGL8yQC8nFmywdZ8NVmQhu3sXzr93ywYB4zl3yJNzcfd/gwts2rydi+HPvWA3i+DWHflk9mOMVHoSO4847hkQ08oo5XNvj9ik089PyTvDj9Nd7OCfL+PD/T3nyex56fzFOvT+X196bywpuP8r7/eV5473E+sD3Dh45neP7tx3hk2gO8+MajTHjofiY8dD8PPjGRqc9M4bu/nfgXjGP82YpKIKbhi1vwjl9WCcRUfEoKVyKFN6YREDSyoymyE0my40Vkx1IEEkk8ioZP1nDLGqnhPqqbT/LRzuPYlKM4xSLUgV6au+pwR4rYfrqNf/yHUeoGOqgd6OBQVS1zRIOqcwOUNtTg/gtc1FrHwgOVDN8Zpn20i4GbIwyOtjBX0caT9XTceWma/wL17Eji313F+XuDfFuoY1dUvHENX55GIE/DI6p8VdzApRu9LIjpbK1q5sLlDhZEddyCxufJk5y70U/jaBfFna10X+qm+3I/eXoZvvwyRu4OIx4rwZtXzsi9EUJH0ziixXTfHGFXuhx7RMeljDdBUceZq/F9eRMXLnXi3JHiw+0pPhJSBHaV0ntzmFi6hJkJg8argxwur2LGTqvwV52qxbernLM/j5B7pBhvvIy+WyMUaOVkicXUXRtGrTxBsLCcrptD9Ix10XJ1mMtXu5kXsw6OTzHwJiwlhD1iEmnsZPRsO/6ogSfPUs3MES0XoyumE27oYPRMCw7BpO3mMIfLqsiKFnPy6jBaVQ2zBINDg3209TXikFW+1OpovzLI9XuDhI0ygvvLOfvTCJFj5bhkS/0TyLNckwHZxFtQRuXZAYYv93LqYj8//dzPqsIy2q4Psa+8CltemrrLQxSdrGZ+spbL9wb5Yp9JYHcFo3dHEVNl48YbE4dosKezh56BJlxxE08ibRHQikFhTw/9A014wxo7TnUwNtaOK2JwZKCflu4G3ILK6qJ6rtzu54tCA6eis6OykYEbw4xd6+brfSa+gnIG7owgFZXi313J4J1hdhSV4E6U0HptiL0lVXxpNHLxeh/L4gaLjp7g4t1B1hWYbKlu5vyVLmYrGmuKT3PtZg/zYibHRvq5c2+Q8r5OTgx2EtYr+a7Geu3ChI5PMPEqBu6ojks0yG/vpnOgkbVl9fzP/7xCXWMdkfo2Rsdax6ENA5+YxidYUJ4/qjNXNskRNdy5SZYcrOXWr4OsSWgsOXySMzf6OTXYRUlbC90Xumm/0E9BuhxbIk352X6GL/ZQe66fn37t59NdGjtOtzJ2oQ2forK+qomr17uZG9PwxXXLwzOutHMnkvxQ08zFqx04peNk7kxhE1Xy+jrpHGrELahsrW5h7HIHwahGbl0rY+fbcSnjhb+ljqywyqclDVy73csSRWP2oUou/jzE13tMdnX10DXYgF1OYY/obEjX03V1kEu3+9h4xMQpq3hlDY+g49pZjCus4wgfxibsZ3Z+Be9++iWvf/Qec7ZtYrayD9fqdfi/X8mCvP1kimlcgkamUMKXu7ewI/9zvpFyCQqH8MQ0nAkVp6zhFq265o1quBUVV0zDJev4owb+eBEuuQibksKhpPH8sA93zlKcK7bg/2QpmUtW8dGOfGZs2Yvjh13M2pKHI3IE504Vr5DCqaTIUlI4E0U4Ekk8MRX3juPM+DrCo2+9Q85GL4Gtq3gt28bTb0/jlQ+m4VzyCq9Pn8bzv5vKc+9M5aFpD/DwtAeY8uSDPDB1Iu99+AR+9zNMe/IBJkz8eyY9NoGpTz3836GeBSu/IiinCEoaOaJqFfGoRlDUCMRSeBQVb0zDl1AJSioBxWoIQdmSX/riSXyxlKV0EVVSw72c6jiFS1Rx5aXIiqRIDvZxuuMk9twkW+vaGBppxv3jcTJ2JAkIGn7RpGpskNKTNThCKscGeqlsOsnO0+2MnGsh64fjrC9pome01eq6oo5L0rBH0zReGuRYaQUZ25PkHKzh4r0BvowZZOxMYstN4ZcsiahHUfnGrOfi9V7mx1S2Vbdw/mIHCxUNj6wRyCtj+Kdz/PZLP9uS1Qz9dI4//tLHul0Gs/PLGLk7gnS0FF+snLP3Rsg9nsYWK6br5jC7zXKydqpkCRreuHVInBGNTeXNXLraSY6i4onoeKIa2YVl9N0eJj9dii1h0nxtiOPl1WRFdNLnBqlsrCWwt5xzv4wQOlaMO88q/PlaOTaxmPprQ6TKq/mmooXrN7txh4pYkqrn/JUu5ismrriBL2aRvx5JIyukEz7dydmzHfglg0zBMmrliCY5chpXTCN0up2xsXY8YY1dPT0M9LfgjFjbRaqihpk/Ghzq66Ot+7SVNBkvZlbIRGnq4uyFNubvqeDsvVFytTJsskmGrOPON/DHTAKKwadGAzd+GuTjuIH7QDVnbvayel8ZrdeH2F9WhS3P5OTlQY7X1LDw2Eku3xtkdaGBP7+C0bsjCMlS3FETf8LAKRoUtHTRN9TMLFHDFi1FqT7NJ/lpdnX10NvXZE38pzqs6TKkcaS/j9buBjyiyupkPZfvDLByn8mC3aXMkTTssoF5pp/69noCuyrovzOMdLSU4K4Khu4MsfVYMU45TfPVIQ6WVLJeP83Fq30siOpkH6rmwt1B1uw2+a7mv6bbNaXWxD9PMkkN91PVUMeHW1WcEQO7aHFMF650MjdPxxXTcUWt78URMshv6aZ3qIng3jLGfhlFOFrCjro2zp5rI0fUcYVVHIKOR0gTEC1/S3qgm4J0OfZQigUHa7n68yDr83T8eWUM3DvLb7/080Oyhv675/jTLwOsO2CwWK3l+k8DLImpZO6uYuR6H5/FNbbWtXL2QhuuSJIvyxq5fK2bgKRjF5JkRVL4BR2PoJElpPjuRBMXrnXgjqawhVNkCiqx7i7ae04z48ciNpQ1M3apA18sxbZ6C9r1KjrJ0T5Onq4jKzfFZ8UNXLvVw2Ihyfz9lVz6ZYhv95kUdvTQNdSAI64yrzDNAkVjVkjjQE8PfQNNBASNoKzhlnQ8go5Htty1XqWEjK8FMhbNZ0H+QYKhQ6yUCliwPcGyVV/yeTzKDMmKdhGOFLL1uyxyvggSSByyVFZyErecwiWoeCIaTlm1CrSSwiFouARLpOIKG3jCBl7FildeUbCf970f4/niE5wLP+bdpZ/i2BrB852IPXyMj8IGGUIRjrCKK6zhDOvYdxi4xBSZUhKHomEPpZmxaidTnnuGxV+8yeJ1b+BY8RofBF/gtenTmP3lm7z83jSeev1RHn7iAe57YAL3PziB+yffz4NTJ/Hgo5OY9vRDvDPzSR554gH+t/v+By/97gk2/Tcd/8qvCEoagZBOdq6GX9QsOaOcIhhN4pc1gtEUgUSKbClFjlhEtmxtB+64ii+m4o9aUkWboJIa6ae177R1ccteS/p4pK+PgZEmXFKSL9MN3LzTx+cJA6Guhcrmk/giKrXnBymrP0FWRLW2hsY6tp5s5fK1TubFTdTRQUZHW/HISauQCzqOsEbRQB+Dwy0skgzkhnZuXO9mYVRjZbKarXo5blHDE9Zx5xp8azRy9XYvc+Mq2yrbuHylg7kxa32ziSanbp7jX37pZUk8Tdvd8/zD3W7mRzVydpdx9qcRlFSawO5yzv8ySvhIGme0hP47I+wyy1lxrIrNxyrIFg1L4SSqbK5o5sbtHj4pNFmYV8KCuEFOQSmDd0bYVVKGXTZpvT7C0eoqPhQ1jAuD1NTX4ssv48IfRth+1MCeV8rA3VESRjkfRUwabwyhVVTxVXEzd37q55PdJgU9Pdy+1c2CmIFv3CORHU+zIVXF4t2llI0N0dF5mtl5pURKT/LxOKnrV0xckk7u6Q4uXurAL2is1E5z55dBlsXTFI0O0NXXyJy8Upquj1B2opZVRgMjF7tYkm+S29jJ2XNtzN1Twdgvo2xXi3HvLuHHkhrm5Ou4YhYk8HGqnlt/GGbjgVK2nGjlt98GWV1QQteNYQ6WVeGULRgldaKa4N5Krv3xDLFUOSvVU/zx384RLirGLqXx5hvYZJ1vy1u4++sgq/eUsr6kiV//OMzaApM9Pb0MDjbjDKmETndw8XI7NlHn2HA/Hb0NeCSVNXo9134eYOk+nVBTO20DzQTzTI4O9XOyuQFvvJyRn0cp1MrxR8voujVCUXUNiw5XMfbLCHJRCeuMen77x1E2HilmQ1UTt+70szRmsKWqhUtXu8gRNdaWNHLrdh/zRZ1dbV2cG2tjQaIYvb+LguIKvq9s5tK1LrITOraohfO7ZQNnSGNXWzdDoy24BIPPD5SRLWgI9R2cP9+OX9T4OlnL98fKsUsaPsnAJRocH+7n7GgbcxWd3IYOrt/oYoGiYZcMTl4/w5//0M8iJU3jrTH+6ece5sRSLCw6wY0/jLD+UCnf1zTzp9+GWSGZhGrbuHixA5eQZG1lE9dvduNTdFYka/h2fxleQcOupJglpthY3cT1Wz3M220Q3G+523MbOrh2o5sFBQb7Bvq4fasLf1Rl58k2Ll5qwy6pJEcHaG8/jSuUYt7BE9z8bZgNh0zWFp/mzi/9fBJTKezqoXe4gYxIEd9UNjF8ro25cY1EVze9A034BI2AaOBXdIKShj+q4ZZVXIKBY7tMtrgPu2zgkTXmRvaxPibxxcefsyz0HV8e1snfnUvR/gVkb9mMS0riiFvS5SxJwymmcIgpHFIKh6xiU6wNwCGkcIoqdsHALqrYc48xa2MBH8yz8/m3H+LIeYf3s55i6pMPsmDHcjxSIc7P/Ozc8wWzpcM4RB1HxJKRZykpbIKKU0yRoahkSiozv4nyxuIVvOZ6i2kvTeHBKRN4z/M8r05/grdmPMHU5ybz4ruP88gzD/HwtAeY9MhEpkydxKQpE3nltUd4+vnJ/N3Ev+fRpx7k6TceIcPzJLM/e4sftv7NnbvzVq3FJej4QgZ+KYVTULFFrO4ZUFJkSyrZctIq7tEiAkKSHEHDr2gE4ypBQSOgJPHJGhm5GoWdXfz2T2c5d2eYy/csTHRl0Umu/DyMrJfij5mUj/Rx8c4IF28NIBWV4dhpoA/0cLzKwvgPdHaSPlVLTkEZbVeHGLs1yMW7ozR3NxGQNItMFnW8IY1lB6vouT7M9Xsj3Lw7RJ5RiS2qsWewh3PnWiwplmDgFFXWqnX0X+ggO6qyoaSRrjMtBGUVl6BjFzTy2zvp6G3EG9LZ39NNQ0cDfkklZ1c57VcH2JEy8e4qo+PqANsOpvGIxTRe6CeklZM6P8ToUCM+UcUv63hFjW/Meu7+wxiX7wxz8d4oTT3NBHeXcPpSPxG1lCylmOpz/RSWVfCRqHN8sId0dQ3+WBmd1wbYdEQna1eaxsv9iGoZM2ST8nN9HC6pwiuXUXdxkEv3hjh3e5iB863Mi2v4RQO/bODPL+HkhQFu/jrKpZv9fH2ohMWpU9z8bZQth4txCyZ+OY1LMth2opXuoVbcEYNAvJyOK4PkHirl4yM1DNwe5uK9YUYvdPJFgYlvVynVY31cujvEpbsDyFo5gcIKOq8P8MMRk8XGKf70r2fYfMDEE7XiaP3xEpJ9vVy9O8yZm8NcvdnNyt2l1I31scuoxC2lKR/p41BlNU7ZZG9XF9d/GWXk+iA//TrCj0dLcEZNvPE0XjmNL15G6Wgft349w81fR0nWncAlGiRaOmnsqsclqGw50UL3aCsuyWBPVw8nWutxSiqfpWoZvNTLZ3km849U03l9iLHbQ5y90sM3haXYQyUYw31cudHDmn0m31c3MnZnmIt3hznd18TcmMZXRgO//et5zt4c5NofRik+dZJgrsbmkmZ6hzuYIxqsNuoZutTFXNlgyd5qOq4NcfHuCOeudrPugMm3ZafpGW1nbsza0HxxHaeikxXWEBraae5qwp2rkxVJYZdUdp5ooXOomayohn5+kLauBtwRFZ9k4pZ05u+vpO3qIOdvDXH1pyF2FVdgkyzde7S5g+6BZrIjKnu6umjpacQdT+EoMDjS383leyMM3xjm2s1eFketbaR7uBWnqLGmtIGhsXa8ool5cYSh3iY8YRV3TCMrpvJVaQN3/2mMsbtDnP95hPre0yzcXUHblSHGbg9y/qdRBkZacQspNlU10jXcglNU+a6yieu/jpCnVWAL6+xp7+TCvSEu3BsmWV2DbUcKpbGDhvZ6nOEivLvKabgyyNidIc7d6GPb4VLsYRWnqOGSxoc7UcMnWX4iR7QYu1yCQzDwKCpZskEwdowlny1DWD0fWQnh833A0vB3+GLFeESDnLwiVhzay5LdRTgkE2dYJ1PScRQkyUyYZETTZEUMsiIaGSGdDDGFPZri9eylTJ42gY88LzAjaxrTnp3AA5P/jpm+51myaxP1A/soPLCU2dt/4JPoMZy7TbLy0tgK0mTmGTilIjLFJO+t+45nPniNdxfOY+orzzDhwfu4/6H7mPz4gzzy1INMfe4hHn7iAV6d/gSPPP0Q9z80kUefeZBnnnuI555/kNdff4SnnnmISY9O5NGnJzP/0xl8J33AjKxn+f5vr16ct3ItHsFal9zRJA4xaa040SL8Ugp/RCUgaHikFC6lCKek4RU1/LKF/wdCGjlSkoCUwiOpBPJUFhWYLC0o4ZPCEuYmdFwhlXnRYuYpBu6wiiuis7iwhDkJFYecxBsdD4CTjL9m7cyN6QQFndmxNMv3FjNXtq5K8ygGPknHJ2n4RB13OIVfMVlWWMKCmIFNVPFHNeseAcVKvnPKOu6o5UyeEzNwSzo+2SSY0K2/i9ZnCipWXIVbtnI7ggkNl6LiTmjMLjDxxzTckmWyypY1PJJKdsLArZgUjw1QdqoGJET3CAAAIABJREFUt6Tiiek4FA2vbLBwdzGf7S1l+e4SFuYX487TmV1o4s5X8SSsW82yEzoBSWde1Ap3CySsy2ACMR1XzErZzFYMPFGDOTGTuYqBI6Tjlk0+OVDC3JilofbGdFxxHU9Mt4irvGIW7bUuirBHdTwx6/apYMLAp6TxKGnc4yqf2XIpvnAx7ty0FSSWMHCIOv6CYj49UMocWccp6DjjGvY8gyUHS1m4z8SVSOFPWJdPu+ManxY3cPVmL0sTlrbaEzXwyDpe2eTjPWUsGI/vDUbTzM237nvwRDUrp0UuxhcxcYSsmIyF+dYtTkExjU8xcClpXFEDv6Dhiuks3l/CksI0jmgKj2KQo6SZkzDwxnQ8ihUZ4ZVNgpJ1X4ArZhBQTOaKpfhyi3EIOl6llKW7y5mXZ2CTLH4mGDdZste6JSkrpjFvdzFLC4txKSkyhRTrjdOMXe1lxYFiFuw2cQkqTkHDIxYTlNK4FWt6nx0z8QgGmWEDj1zC0sIygrKOI6LiixqW+1XW8Qs6fsnEo1j4fVC2nMde2YIRnIpF/M7dZeCO6Vb6a9wkEDJxCwZuRccuqXhlk6W7S5gbM7DtUHFEDOySjksx8EUtWaIrauCTrZ9lj2nMiurM21vMvDxLKWeLadgTOr48kyxRxydbZy5LNCk9P0D6VA12UcUT13HlaXjiOvMLilm8t4RP9pcy/4BBZljFLZp8vKeEeTGDbMnEG9Fwxi2vTaakM1NSrUtTJBNbWGOWnGLefoMl+Sb27Rp2QccjG/glA7ukkRHWyBB05u8qIZhIMzOkYg+ncShluOKlZO8qwx0vwymb2LcVkbVpF4HthczdfpCcrXtw5xaQtWM/M5bMR/hyEYu35uPZ+CMu6RgOxYJpHZEDfCyu5KuC1Xjie8mO6Xx3OJ81ew+wOBZi5f6vWLJ7N65IGmdExSbrZG7ex1O/f5uprz6GbfXHvL92Na9kvMfkKZN4febzBLd/zybxGz5Y4OCVT5bx/mIXH61YheuLDcxY8zXTN+dhlwxmhlK8t+wbnvrdU/wuMJP7pjzMA1Mn8fDTDzLp0Uk88dIUHn7yQSY9MomJUybwPyb8Dx5+bCKTp07i2acfZOYrDzN5ygQeeHQiU555iGkvTMHufpPFi1/m9bcf/++qnvkr1uKJqNYfQcUZUvHkpvBFUngkC9NyhHRckRQO6RiOiIp7u45rp4ozpOMSUnhCKdxhFW8khTs3hW1nkqxQioywSlZExRVRce1M4Qir+CKa9UsLqzgiKg5RxSWp2OQkdiWJU9Zx7dTw5Oosl4+zXDmOM5wkK6RiC+kEBQ1vRMcVMSxSZxxzywynyJRUXKKKN2Tg2mFgFyx83yVbTcIX1nDIGu6oijuWwq6o+ETdCpeTLI7CGdHwxlT80WNkSSoOwcArpnBGLKeuS1SxhTS8cgp3XMWuqDjjKjvKT7CqMI0rL4W/QMUd1XBHNNwRFY+g4Q1ruCQVd0LHHtVwJFS8cYtYdkR1vKKOJ2LxDZ48FVdcxSdZwW5OWcMlWQ+hS7SC79xxq1k7JQ1nSMcespqNU7Jchi5Fxx7WycjVyYhYDkhb2CBL0bApJs58HXeejlOwioND0XGLabxC2lqVYwbOhBWE5hQ1XKKOV9DxyCZ2xcQmW8Fc3riGVzTIEjQyJY1FR6qI6FU4JB1HXMce13BHDdxRA9e4yc8RMXDKBu6ohieh44vr2GUdu2TgFE2cO9NkhXQyBI0MUcUZ0XGFDGy5JpmitY3aYhqzQjqZomWyccjWWfIKBp6IgSNsWtNe2MQdNrBLBt6IiUc2cIZN/KKlR3cJBrMkncy4bjVCycAra7gFHbecxh231CuZgoZN0bCLKTaUNnL7bh8LoxqOiIZHMHBLBq64hj2axJuw5IVOQcUnWoFfDkXHFtZxhgyLnFV0XLKKN6rhl41xBYmBL64RjGr4FCuMLBA38Y5LFu3jkSZuUcUd0QlE0vhEwyIjo5rF6YgpMiMq7rCGU9RxihqOsPXMuQQVW0RjRshqRraI9fqPIkmywiqZkSSZokqGYME4GRGNzJBGZkhllmzwfbqOJfkGs5QUdsUiOx2SSpaokimmcApF2GNJHFHNaoRh1XLzyikCksV72cI6roiOR9Jw7NCxhTXrfCtW/fHm6ngiFj/llFSyJA2HpOGOajgkFbdg4AgX4ZDTuLYcZ8bKDby/ZDkzFn/JG3OW8bJvPm+7M3h+5lu88O6reD/PYsH2XJxbEmSt28KMz5awas0X+MQUmXIpmYKOS1TJEpN8ENrHu99vwrdqKZuPLGKD/iVbC2fzVXwdH2/OZM6K58jelIM3ehDbjzpO0SRz3Vqc6zw8NfNdZqxZhitRzozlm/l99hzcX27kxfenM+29V3lrTg4Zazbx+Fvvk/nBM6xf8QYfzHiMp956nlk//IhTKePt+Zt49NmHeWO+m4lPTuPxlx7m9d9P5ZEnHuTJVx9l8pMP8L/f//dMfXka0954kceefZjJj01kyiMTefbhiTw+ZSIPTZnIA49MYPK0B5j2/IO8+96jvPzW4/+d3J23Yi3uXBV3rmphWrka7p0qvp0qvnE8y5pmUtjl43giVvH2hTT8ERWPqOIWUrjFlBXDIKt4lRRu0SIv3IKGT1TxCCm8UgqPbOFwXlHDE9ZwRXQcskpmPIkzmsQrabgjOh5BxS8XEZSSuCIqTlnFqaj4JWuit37u+BQq6DhEq8B7IzqZOw0yIgbuaApPNIlPVPGKVgNyixp2KYU9nvyv9yHoOKMqjngKr6jiE1T8spUw6glr+MQUvoiOS9Bx5SVxidbBdSs6znG80yElcckqvqhVvN2KRUB7IjrekIknZOIVx5U/ivUZnWEdu2gVFJtgFW+7qJMhqdgEHcd2E09IxxOxpja3ZOATdFxRDUfC0hgHBINARLfey18agaxZD0/YwCHoOAQdW6gEp2KFSLnjOr48y5loVwzsMR1XXMOl6DgVy4XqVSypp0fW8YjWpOmO67ijJo6oNdV6JB23YPy1edhl67M5FA1vTMcb18bTB3VsCd3iFSImPtnAKxv4Y+MeECGNR0zjjBk4FBO7YuASTNyi9Zl8ooFXMHBFdOyigSNqbYZBUccT1a0okYhBIGoFivkFk2xJxy/p+MeLrEc2yBZNPGIat5DGLVoblCuukxXVccQ0nDHNaoKSgSum44hZUQ7Wdmnh8J6oztIDlRRU17EgZuCPWlEIXsm09N4xy8EdjFv6b69skB3X8SesBugTTYJ/4YFiKj7RKvKeiGE1kKiGI65iH4/w8EcM3ILVeB2Sjl3Qx4cAazvxxnRceSmcko43aiU6eqJWM/REVet5EqznySOncEVVbKKGTbbOmC+s4RI1HIKGTVLJklWckopDTmGLqmQpKi5FwylqZO5QmZWrkRHRyAir2MNWY54lqWSEVWyhJJliioyIii2kYg9pzBJVZsrWa7N26NgiKs6Qhj2k4cy1th/H+BDlE3SrUQvj8Q2y9d7cEY1g2IqPeXf5ZrJ/WEvm6pW8lDEd21crmb48yAvvPsrkp+/nlfeeJGvZq3i2BbF/t4NZy7N49xMnHvkonrhGxoY8FnuDZIcOM0tWyRJSZOWqzIpoTN9xgN+v28q7S5aybNsclmydjWezk6/2ZfF5OIM5331E4Ifp+BMr8ClJMjfswbtmPv6dC3FLh7ApB3GIKWwrtjN3x07eWbiFZ99+mfeCfrKWLOPdWV6mPP4Ymba3+WjWK7z46iPMCvwO+9ercUUPMX3FZt7ye5n46KM88cZzvPTOE7z8piXNvH/yRO5/eAL3TbqP6XPfw7YoyKRHJjP1uclMfGQikx+bxEsvP8zEB+7jvkn3MWHyBJ554ymm25/nuVceY8PGDX9T+D//CucODU84hU8pwiOq+KQUAaEIn6DiFJPYRc1yrUkpvGIKt5TCJ6QIRFJ4Iyq2aApPtAi3UoQ9msQTUfFHUhZhIqdwiyoeUcOnpPDHj+OXk/gFlWBYIxCxJFPOceWLX9AISppVJCNWAQiImvVeJBW7nMQpJ3ELKTwhHXfEmmxtgoZDTuJWkngU1SruIWsj8I6/b4+k4hWsw+SUxid/ScMdsgqmK26pgDxh69/cOzQcYR1bRMex0yBL0LGLKWxha/pyKtbhtYd07Ln6fzUjWf+vCTmij0NpFtHmEVX8SoqgoBEULbOcK24Vbl9Mx5ZvWC7JqG5FHYsGAXEcvolbBcMrjLsVE9b/98kmvqhOdmzcUBfV8ctp/IolO/ONFxy/bOKLWsofb55VmPyKiWtcz+9TdAKyYZGMoolDsTKHvJJV3Bx5OvaEiV0sxieY+CUDV9TAFjWsjBbZ0pVbxVjHK+k4BRNXyLCKlWTijBg4pDQu2RyHpAz8IRO/YOmYfZIx3lQMvKKBW0jjCVsXSHsjBm7RsCSzspVx5JN1PIpqRRlIVqNwS9YZ8ojj34VkRQM7RZ2siIFDsTYRh6LhEQ08omnBhrKOM9fAG/pLvpP1vQUiVn6TN2o1NIegM32H1dT8so4zoVkmLEnHK1maeq9gjG9mKq54alxzbhVvh6RhkzWyYkmyBA1brmmdM8HaKB2yVVwduTrOXOv8ZYk69qiKI6Ljyk3jDet4BfWvhdEratiUFC5Zwy3qOOQkjngSl5zCJqtkCtaGbZOswp8V0XHuNHDvsH6GfafVVLIElSxBJUNM4YimcEkqDiGFO2IV64yQtbnYBBVX2JItOwQNm5DCHtKwhSyYxhlWsYdVHBGNrLA16Tu369gj1iDpDFuD4l9IVJtiDSwORSND0skMGTh3Ws+fXbBgK9t3+3niwzd45aOneNP/Pp7t2/Hmm7h3F+ESJV786DVmLv4Id1zCE43ij6oEdqT44IulZImiRdxuL2H5sjV8mnsQe1jDFrPguwxB58PwYaZvDJH59QZmfLuGV50f8uLMJ3j/My92QcGekJhdqJBTkIdt5wFecC9k+sL3cW4vwCOU4pINZskavuU/kLO5kJdyVpCx7HNsn37B2/ZMnHNeY+oLj/L49Pd44NVnmPjoJKa+9CzvBH1k/hgmc2ch9rXf8OI7U3nxgxd5YfpTTHtpCvf/f2y9Z3sbZ5b3ubsz3VaOVrCCJVmSlS1LIgFULgSSkuUg56i23bbl7FYggcpVACV3mnEnS0RlUPPM9ewH2O/32xen5NntmRe4KFIkUKi665x/Oje2b+apTRvZvm87lxYvc14/zUlNY8PmLWzaupF//fWvefrQdk7N72fHwR1s2rGJXfskv3/ROMyBE3v/u9Rz4+Nb2GHJICgZxDkLSc7VuOBqXGCHJdZqwdIkx1ptEHssrKAf5wzCkqWopHc/oz9Of6GUC0HOwCvpeQXdqMCKKiyvxA5KFqKCxSRjKcq56pVc80oW3IpFt2LBr1iMK64lFYNJztWkYDGoGQQ1i5Fo6t1xwy5iKdr9pGTBk9SOPSnp3s9YioSFWJEYt92kwlqVm2AxrFjwpLj3xgX9OKcXlvTCumEsBf3VEjuY0XVquoGkhwaRPI8Zyg3Smwh7GPg1fV/28VhKKq5OBNldfVDy0rhgIRI/5KUfSyly9yWC9lJcC0pNKikwPwqT6f9J5JqlsClGcU03nGE1+7F3wxo7lHOxcL+g+yDDSKR49GLxL67GNYNxIU0vWKcbrWPF69jN71jjGmO1FlYRS7zQWp3J68bie3QnciMuTkRj7j6YYd2vsCYz7OQ/WIzFa+ndl43iesmMXigDSP1whu2vS0P1KwbBjJ5fsdA0SC2UY1oMZwy8dezRY3q+INtBNMOO17ka11yLZF/6bsNerk1m9FcFGXeTGb0/lSw2vtDgvuStn7A/K5zRDR6L7BXLder5M8x4RjcRyc+Mayxf5JfFoMKKZmi+SGK2L8c2cNdZ8GcSvwsErXajkm5YMghqKX73S+wfS8xxjTWusCcVdlJjRw3bGsvGcHa4LtdyXGFNauwfRXqz45rF1YrBuGQplpx494Ewx964lueNRXIy4xo7nNEdV/Sb4mtFFXaSYycl3VBeczCusOMKOynpjWW7gf5Y1nh3taL//5HwumGFHYjUuBSKZGbdzxn8mLE4LhkkBb2wkkdcYcViGnfDGYNgxkIkzLp/v4k6rhYs3pdoeD+uMMMS837JICmxJgK6FuKKbiJNxopr1EmJOinRxhVaUmFEFZbfbPwWF5hJjbX8Fy7fMDn/skE/+ivm6mOsSUo/KehG/zf2PQ/19iv0HhTowT+wJhlWMqP7+xwzybDDkhvJkHd+8xLfTh7QDTOs1Qzr9znGqrwvPcjQbie8FP6V8+/f5PDF5zi/8BL9fytRfp+z8OA/Gfwh5YUP3uGCeQzj/TNcT0LOf7DC6Vc+Rvl+lf67X3H93kPU0b+jfeVy6Z23OK6+QGvhOM+e3c/2A3s53jnKKe0YZ65f5vKNi7Q/eZ+5r1zav73O/Nsqxzvn2XloH1t3b2Hzjs1s37eTnYf3shg5XPzN73jx4zvsPXGSLTu38tTmp9i8awuHTu/l6SM72bZ3G0fP7WfPszs5cmEPe47s+R+knk9u0buf0h1nWE1O145y7LCg7+bYUU43ziWCFBR0vRLbq+hGBXacsxiVXI1KrgaiKy4EBYt+zsArWPRF++9GFf2wZMmv6DpSBPpho0N6JQtBSd/L6YVSrK1QjqEf5fSDkr5bMQhL7LjEiOSrOa6wEnmOgVez6M1YCEv5EJhJztK4oD8p6SVSqAeRNIteULAUFE1Bkm0m7F+OUZ6zm8iHyHSDin4kmmovKemuSsFYaIr21bEgwl4gMsfiWLa+GNwvWfxDwcL9UpDm73O6f8jpJsISBhNpcAthxSAWuWkQl/Q8KR6mP2PBFY3a8qRgm4nc7HZcYY9L+uNC5KakxBpXgojGovP3nRmDoDlPUUPtV6XQ9cMZff8xZlxjJDVGNMMOZepRH9dSKCIpWmZUYScVRix6uxTKGYZf//L3ZoPg7KimF6xjRzPscJ1eLOh3KaoZBOsM/McMwnXR939hdNJYe9GMXuMZ2NE6lveYBU+YghnPsBLZQbM3KaX5jEUi60eCgO1ECvBgXNNNaoyoxgrX6Xnr9CJBwItxxWLUMLlIrlU/kddfiGZcbTbiWohn8sE5Y2k2S+E6C9G6yF3jmsVJxaI7Y9GXBtsb11iJFFhrLLt42g9qjPG6rKlohpnUmKuCjAdjMeX7k5r+g4qlVVlPC6uyy+rViWzUdvW+MMDrD2R3yMXVZoq0kYj6qwW9uBLp5keJHA7GJYMn6ZbVvJFbZR1bcYXVAJiFJv3Sj2thDIk0y6WxNPqF+8KillYLrj0oBJAkpTTmVVnf5kTebz+qBTSOSwb3C8xJjhHnWIlIRXojA5mTjO64QI9L7Ekp911SoMcFelJgrmYYkxxrIp6Blcj/9+OSbiANbjH+Gd0ZcfXHKb2gxvJL9KTZEywo0MMaPX6E5ZWokxT1fiq7BEc1drDO1eBvRP+4wVf3r/PNZ29wMxljJVOscYaeFPTcmu5KSvfu77ly41MuvfY6g3shnTff47XRv2OPa5TvI44sqTzXPszFa89jf9On/bnJhetd5l5a4vK1N7lo2HTv/AltmNP2/o42+ndeePl9js8dY/veLWzdvZEj5/fzzMm9HDevcPp6m5NGm/n3fsPlD9/nhDngwmsfcKLdYdvebWzevZWzvRc4/9IVzNEd7OSvnOi/z/5Tz7L32AGeuzLH0yeO0Xn3BucGffYe283uI7vZs28bJy8+zeWrHe4s3/ufEH+OFWZYYY4dFehBge7n9IKMXiBUrRcW9KKcbpjTi6UZ2E3xXIwKroYli0HBICjoJfJ1qZGQuqFIIou+0NMlv2Tg1djRk8VYci3JWYoqBmElhTisGAQl/bDE9uX3zKjCCCspaKsFvQcpgyinF+WCSuJSpJj7kkzqRo3BGjfNpTGbeqGYY4NQGlAvaJpAUGF5FZYzo+vL61mNvGQnRbNltGRw7ahBI4mYt/a4opsIJe4Gzd/Fgg71pFnwsdBfI65/aTTdcYU9kefpBvIzOxYK3GukqcVoRn+1oJtU2MEM836FuVrSTWQ7aXssJrM1rqQheo/pjR5jNOzAikuMsRRwO5hheo/pBk0RjtaliE+kmHajmn7QoPZQthK2oppuKFOl/cY8HjSpkIVVkRu6zWCSNZFPxerHMxlwGYsEsxiuM0ge070vbGJhLNLOIGqkmEYe64bN6HpT4M1khpnMGvlMhmZ60ayR2f6DxXDGgr/OotcwiFhkqoVkncVIZJuFUKSQhbGwtF5SM4jFd7HDpnFMGoM9bmS/RArkwn0Z4Oknkmjq/VixMK656tdcC2Xzrm5SYk/Ep7FiYSmDZF2KbQMWFpvi2l2VwjpoggQLcc1CUDeyhyDhpUjOWX8s17c7kchiP57Rjyt6q8UvhXhxUrAwyRnEMtT1pGH3EzFLB4FsLW7GjXw0ruiPC3rjQpB9w8LMoMYOS/pRIXLQL2yhxH6Q038gsm1vUjIY5/TiTNZ4WNFvtHq7CXMYYUnXL+kGIh0ZUYXhl4L8vRrLm2H6BapXYgY5RlRgBDlWIw/pUYUWlehhhu6VqGGFFtaYXoYar2GMpbk/8RrMoMCM5O+7QYURV9g/SuOwx00WP6q4fv9nPvrzhNuzMR+ufMmd77/gtUmFGeeYyWMuXr/FZeMic6+9gvHd9wzCn+gnj+mv/J1X3/mK+dc/Y9fRo5zVW2ifvsX5L79Hif8NY/gT+m+/wvr4fbRX3+Vi+wIXXn6TS29/Jce3nGMv/4Xjizd45vgzHLn8PLuPP8MzZ/Zy9MVTHD73DEdb5zi+8C7zX44xV35i75k5Nu/cyda929i+Zwt7ju3iwssG6kefcMq02bZ3F5t3bWDnMzs5dPo5dj27k6PqeZ69fJlz2hH2PruLhcHzdC4d5ew1jdv37v7/C/9rH9/CDDOMIMMMCqygwnRlD/ylOGMQF5hR1RT7jF4kKLgf56IZRgVWnGG7BX2voB/mdKOMfljQ9XNsP8N2Kwy3SQgkZSP91BhRjhYWmO6Mvi9JoUEgTcb2K/rurNHYBVUPQklK2JMca7UUT2FcYI8zBuNcbsBEDCk7rBrdUszka1HFUij0uduYyv1YUGM/kt/vhiW2X2L4Eh8zgxI7LNCTHG2cY4QFelSgjzO0uJCIWSAJJbtJKtm+MCI1fJJgkCk9y5dG100ElfajikFY040r7AcFxqRiwVlnKZYdAu3mxl5Iql9MWyuqsdx1+lGFvSoy1mJSNyipkvc8KTHGNab3GDMUdmU1lH4Qitxh++vYvhRQO55JU1gVFN/1pfAPQmkK3clMPjZyXGPHM8xVMYK7qxL9W4rEvF+MpTH0VmfY90V7vxpKlFMQqkwu9yfSoHqTmkH4v+gFj+k1SZyFuKIXihk8aKSShUTe++KkZHFc0otrYRVBjf5AjH2rWVO2O2velxj9g0ZSWAzlXNpJJewoKemOa3rjmWjqkTQ9e1JhJSKV2I23Y44LrHEhzDMSMGEEFZYrMpERluiRbPSnxZL4snxp4EYksoUVCziykxI7qejFBWYo91rXqYRB+wXdoJB0TVCjeRWmL2tQf/JcQY0WVhhJjhGUmIEUUyssseICPZHjMBu03EsKeoFEFfVJiRqXaEmBmRT0gkoezgwtkOPWogLbLTH9Cj0s0JIcKyowkwxrdYo5zuS9eiWGJ2heC0s0r8KIcrphSdersFdzCYrEJf2kYCkSeXUQ1PSCikVPgg1mUjVeQI2eVBiJpAjtQO6Xrl9i+QVqKK+jRiVKLFuf6FGBllSocYnhl2jDEt2TnQL0KKc3zrHCHDNJ0VdTlNUUPc5FRvqxwpw84tX3PuEbP8FaXaebTDmzcJ2XfvcOg+F9un+s6awWqEmOnpQsffwNb356k5OKzuLde9iTKZ04RwlLLt8umftsGevOKkcutOjceJXj5kscOHeaQ5dtOp8kDLySi7+5y+C7uzxvXmP/meMcunyUI5ee5Uz7NIfOnWXb0zvY/exznH/jAzbv2c2mnZs5eH4fz5w5wK6jB9h18AB7jh5jw7YNbNr2FIcunmPP8UNcubHAhbc/4FnzIgdO7uXY2T08/dweOq9rPH/uOLv27eb7f9b4X/v4FmaQYQQ5ul+gudKVbbfE9Ap0L8fwc3Qnw3Qy9FGB6eXYgWyJYIQ5mp9hOBnWqKQbZPR9+X8zTrGTVL53pOsrcYnpy3NrUY4+SbGiHMsrMZ0Sy63QoxQzyFj0S4y4wAgr+m4phpCf0w8K+mFFP8zohmLidv1apKiwkIvuVPTcWhpNnHMtKFj0ShbDnIUww4zEAO4FkmgahOIfGHGB0TRA25eF2fWbmz2WG70XZgwCaYh6XKD7FbZbY/kFVlBgRYUUgVCQvRWW2EGNFcwwmmNdDCv6zc3XT4T+LoQl1qoYeYNI5gu6iTSLXhNbXRhXvwyILTRmYa/ZW8RMJFtsj2tB8+GMXiwacTecMWi8kK4v58Uci06rjkv0JpJnTQqMcIYZrosROZlJmmQ8w4rWMcMZZjDDimrs+8UvGqwxLrH8GWYkslHXr7GCGjOqMUN5GFETO40ldmsGM5GIJo18E4v80EtqzOCxSHQ/iua9FFcsTATV9v0Z/aCJoDZFWo8r9KhGH8tWAnYkZqYeF+iBNHItKIXNBoJKjUZL1p0Zhi9I0WxYkRGL7GdPJLK4FAhjNaMSyxMwosY1WlJKMUlqzLE0ID0sMZpibQU1RiRJsl4kLK0bF8IKfWGw3aCiF+UYfoHql2hhhRaWmEGN6dQYvhR8NarRw0pkkKC5V8IKbVJjTErUSYY2LqQ5RM1W4L6AEzMpsSJpInpU0XXl/rCCGj0s0cYZ+mqBmkhhNVZz7HFGN8hRkxxrnGJFso7tJ/dZKK+hRTlWXGAkFXacYyUZelyirBZY44yFsGAhFEnVDkrsSBqINLgZhlejJRXauJGUwxLijfCuAAAgAElEQVQzECA2iHLsOKPry+sYSSEyUpJjxgXqJEdNMtQww/KkeRpeQScsUIM1NH+K4qV0/IxOlDEfZbS9HCOs6Nx5yMvvvc/r/iM6bs6c/+9oQYka13SiDG2SYU4e0Rrn9H74keuvf4b10RcMwnW0ZIrp59hRyvz4H3T9h8zd+JwjJ09xVlM5fP5Fdh3cy8YdW9m0cyvPnLrEpZvLnPp4hUNXNE7YKq3f3eXiR3c5bw84Pegy/+4Nnle6bNm1kW1Pb2HrgV0cmjvNSf08z86fYffBbew9vJmd+zexc/82Lrx0nZ7zBy598jXqvT9z4dWbfH57EXfyLifmzvGc1uVUax/HTuzjh39O9bz28S0G0VSKs1tgO9IptTDDjKdoYUrHK9DCKXo0xQgeYXopqluiuRVdP6fr5vScAmtU0o+yhlrn9OOMQVyy5BcMPJFw7DBn4JYMPCmIvbCkH4jEs+CV9H1Z2L2kYCEW5GD7JT3viU+QsxDkQmOTjEEkMwdLccliIAhvYVLSDQu6bokRZxhxih2U9Pycnpthe5LMMeOcrlfSc0t6vhQ/NS6wvYqe1xT9SSYyUiKewSCu6HsiO9j3M+z7BVpUYUWVzDoEouWacSNXRRX9sKAfFixEZYO6K3qeFBg7qTAnKeYkxRjnqLFMQFue7LMjN7BIRXokxVmPS6ygoBcX6FGN0chF1rhCj9cxo3V6SS3b58Y11mqNEQurEg2+Egklrv8rhRTIoExvUtGLxPi1V6W4dmNJnPTCGVZQowUztKgW3yCpGuYnxV1rEHnPm2FEJVpco4UzTK9G92eYvhxHz6/p+uLxWE2RNMMaLarQoho9rjHihrYHFd2GuejjBtVGlUhZsbCYbiIgwYormSnwBMUaiQz+WJFIaE+e00okatv3awkHNBJjr5ElzUiYwyBsElpRzWJjfA7Cmm4kTc0KGzb1i94t79+KZ3QjYWFWIhJcf1wyWC3o3U/FiwqExS0ETQombhD8Lz7FDMNZRw9mcv1DYaO2XzZxyAo7lCJtTgRsaEkpLNSvsALxxAy/wvJLjLBAiwvUMBPGEYpGbkQFql+gRk80d4lhmoF8r41zjKCm59UMRjU9T+5Z2xPWoSUZyjhDHWdYcUY3ybGiXMBPJGtViyQyaYUVZiivZfolhltLE4tTtHEqxxkXgtbdHDvMMOMUyy3RnBLDq9Bd2VHXiFL0JEUdy1c7LOQ+Ws1QohI9ytGjFD3M0QOZb1CTHC3OGk/gP7C//pHPv7nLG1HJC+OUtleiehkdr0AJMjR/Ssd/hO2knNevsvCVT8edoUZrdMIcLSpR7j9GcUoGw79zqtul/9UdznSusfvgITbt2MjG7RvYsmsT+48dZMex5+h8+R3X/vqfzN/+PcfmF3lq0wb2njzJcXOR7QePsOvQ0+x8dg/b9m5jz5F97N63jS07NrD32C5ab1/juGFxvHWFZ87O8fzrn6COc9pfrXKmfYb20nN88Ls+p02Fk8YVrl89ysLCKe788wex3PjkC5YmKVfjnMUwY8ErsIOc7jjn6jhlYZxiRTIgZccZlp9juiVmlGEHOQthQS/IGYQ5Xa+g55V03VIGvPxcHl4pDCIQDa/nFvT8km6UMvByFl3p8r04ZylO6cayh4URNWmDoKQf5pLAiXO6gWiUT/T5XiTpnG4j7/T9kkGzOM0oFWocVfSjHNtrKGgkqKEXC3LpulWzWHN0T9CYFT6hn6WY30/8Br+mFxXYUYHWRNxsr8IKnjSpEiPKMIMMM5D3ZYc5li+oTXtSiLx1dFfG8s2wwAwrtFgKn+3K+L4Zl80NXmImBWZcoIQlelhgeyXaaIbmNtJDWKMklTSPsG600gqjeU0tkqKnR/I7avhkuKemG8zohTW9WG48MxR0boQNyn1i7iYNg/Fq9Kbw2YnQ9a5fYwSi4S74M/pRKcXRr0UCiEr6ccXVZpDJ9ho5JazQA3nvZiSSgxY+KVxyfkX2kNSMNimlePtNVDCuJXYYidfQj+smHvnEoC4ZNHutmIkMfZkTkX0MXxhDr5EYn/hAA1/eTzdo2EpYYUbi9fTG0uiMYIbZ/L0dlgzcGX2/xIxzjKCSNErcHGtYN0i1wBwXmEkjGyUFZiJrw46aJtHIhOa4kWkCYctS8EXm0YOZDGslKVaUYkYN+w5KNL9Ad2Ud2r54dmokoEYf5+hJhhplWPEUY5IKYnYr1KDEjlMWHjxicP/vLIZTrLhGH2ey5prjMP2KblBgTaYCrPwCJSzoNEzXCDL0oEBJMrQow/DkA5K0qESLM7SkOc4wR/Pleuux5P9FOitEGnbluhuBDITafoUdSEG34wwjmqLFKVqcY/lS0JUkQx0XKHGBkqSo8RQ1zNCCHN1vBj3D7JdzZYY1C7+5w/J3Q15+8AjVL9D9AiPKsaOMflDQjUVKbl17gzfdP2GMHtMNcrRwndadn3nhs4gLtwJefPd7zllLnOteY+/RM+zcd5jNO7aw67lD7H52N8ob1zg61+WU9RKt929z5pX3Mb++xXHjGr/6139h4/bNbH16G/vPnGLr3p1s2bGZnQd2c2jueZ594RDb92zhuGFx6bd3mPt8GfOze1gffo3p/40X3rxD67UXab9+Gu36ca69dZp3PzzBjfefx377HHfu3f5nxP8Flp9j+7nINNEUI0rphhn9KKMXZ/T8HNsrsb0C26nQ/RwrnmJFGZpfyMMt6fo5lpuhOznKvRJ1VGB6U8xRjuIVKGGG4mfoowxtVNAJMhQ3RR3laE6G6qboTobqZuhOhnavQl2u0FcKNCdHCXI6fo7mFqhBjhqmqF6G5k1R/Smql6O5OYqfo3si2WhRiu5l6G6JGRVonlxYK8wx/QIzzDC9AnNYo3klqp+jBAVqUKC7BZabYY5y1CBDDzIMP0cNSgw/x3RKVKdGi0qMqHkuP5dBlyhD8zO0hk30/RLLqdGCSmSmsEGknkhKtl9hBpWYwEGF7Urhs5rvu75EYi2vQbFJ1aDoWrTboEKPJBVlxI2U4VeoYymohlfL17jECEqUSNCg6VdoTo3hzjC9CtMTaUCPKjRfmoUdF3SDWgZ1Jg2r8WoGnpiGdiyRRCuusdyZPFc4wwrXsb11Bl4t0kZTjH9J4UR1k9apGrNctppYeIK0A9H6l6IZg0BAgBnNsJMZfX9G15nRD8WbMBuQ0PNqem7NwJfopDR8OYdmXGPEIr1oYYXqyvlXA0Gjhl9ieAWqV2GNakynwPAqNL9C9eX3LT/D9gSpiulYYXpiKtqhFG1zLFqz6YucZwfSLLVGgzfCZho2KNHjEm2SocdynuXcl43HVGPETcFsCq7RoHA9KLDGuTQXp2GIfo7hyaCV6RcSofZKDFeeU2ScHD3O0P1SCmqSoQUlXW/Gjd+v8/y161x4s8sr337Km8N3+eiPHosPphirMtVrBsKitSBDiVLU8Rpa49Vpfo0aidZuODV6mGKFU0wvQwtTlCDF9JtPyvML1EAkGiUsmkZQooYFalCihCWKX6F5FaqXo7sVuldjJKkUb79ACzM6SYYeZehxLsw+lGOxmxSiFeRS9ENB/EaYYbkFlleghylGmKG6JS+//xXeKKEXZyhRhhoVaGGOEWRYYYo1zrj8yscsfPk71GBdZCcn59TCG+w4fpCte3ewdccmdu3fxbbd29i8ewdb9uxn+zP72HvxAkevXOaZk2fYf/x5Wu9+zOnFN7A/+57O1z+w98QVtu9+mu07NrF152Y2bNvExu2b2LB1I/ueP8HhuUvsPXmQzbs38VzrDKeX3uLsez9grTzA+HDI8/br7Dm+n4Pn9rH3xG4+vNPio5HG5/EVTnYO0HvzNLf/+TN3X735Bdoop+XkqOEUM36IHk1RvRR9mGH4KbozleK5UmLcFS1etj3OMb0c3ZeHGU6xgkdofk5nVKB5OVq0hurndPxSvIAgRXdTNCdF83NUP5diPCrRVgr0UY7lppjDAn25QHEKlOUc5a6caN3NMIYFqp/SjqYoYYrqpphehuVmdL20WWgFWiwXTndKtFGF7ggbMZsm1XUrbD/Hcgpsp0Qd1k1DyTDcAtMtsPwMy8sw/QwrXsOIp2hhg0hGDfUMCzHGGz1VDwTxG5EsONsvm9SQRNO6qwX2JBett4nc9XwxvKyxZJv7viBk4wkC9Cosp6TniOmlByVqUEmBD0sUf4bZoLwn6YhBJBKNHQmyN8YlViIox5yU9Cc5i3Epr+3NRGuOK7qrTSIpfCKLzOgGM9Hom6TIkj+jP5phR08MRWEVxrjESEqMYIbuyvbNVlihe+tYTo0RSDPSvZkMDvmSOrJiSYH0kprek2nSJgTQj0p6SSbJJ6+i68/kb8ICOxaUqceN3t0USLO5DmqTUjNGswbVCtNRggLFK9B8QZbqqJbiHhaobklnOEN1qiYxIgVZ8wo0L0P3c1SvRB+VGENZV0aDqjuBNFglqtDdir5XYbqCeNWkKex+hRrl6FEuU6Ne00Aa+cMMG+8gFJSuJc2WJV6NEQjIsAJ5/0YkTV+QeCENwJUGboby/JZTYnriHUjhT0VCjAu0JENNSqxxQe+Lb7n4sknrtx9gfPktb35znTej7+hNZuhj8esMv0BrQFfHL2nHKS2vAYOjCn1UYwzlfJhhjh1Msf0UPZyiBFMMp0b1S/QkxxynWNEUPczQohw1EeaghgVKlDfNoZTX8wo6bi0sYjJFDVOUIKMTZuhehumnGP4alpOh+tJQDF/QvernaKMSPchQkzVsX2qEGuYiYSc5yg8/c/O9T/hu/A86foEWFAIEwxzVk8bSuvUj6mtvoE/WaU/+k3Nv/I6DZ4+x/dBeNu3Yyqbtm9i0YxMbtm9i49YtbNqxhc07N7Nx+zZ2HTzMrgPPsPPALk7oKtuPnuLw+SscutRhy45dbNy2g40bN7Blx2Z57NrMU9s2sWHXRp45d4Ttz+zlqc2/4oUFixevvcXFT75j7us/cq7/Cvue28PB07tRX3mOI+f28vJyl0MXdqG9doJL/cO8dGuee6N/TvX85ha2m2GMCrp+xiBZw4wbjT/MMMOUXjBl4OcMRgU9Z0rXT9HDjG6YY4dT9HgNM1lDD1NMv0BzKjSnoWeBnFwznjKIplhu1lCvBol7jbHrlhiOJIH6QYHl1Ni+zAoM/Iy+Iz7BQliwlBRYSYYRFizEKUtxSj/MseKcQZCxEKRYQYYRZnS9QhBIw1a6QY6dZPSTFCvMZUuGIKffpCrsJKMXFSz4pcRXE2E/tp9jRCnGWFiQ7YtBZrlNsWnMKy0s0KJCqHkgzUeQeIYey/nRk6LRViXKZsaZDLv5ElvTIkH/lieykuXOZA+lZty954o23Q9EmjHHsq9KLyjpe1UjvxSYkSB3iXFW6H7dJENmGOOCXpxjuZKe6TdRUTuq6N5v4qrBE5mnRHNnWGGNHYscYjuC5u2kxIwqzHBdZKzgMZpbY7h1c5PXtL0axatQn5iUrhRNdVTRGVW0/IpOUKA4Je2Vio5T0PFKOk6JslzRHpUoYYruF6gjKQJKUGI4NVrzecZm4w0YvpieUuieoMtaCr4vRbLj1iiBXCvdr1DcCsOp0L1KmJ5fNZp6herNpNBGIiWofonhlJhujjas0UYFmlOgB6mwvDCnExR0nhRjp0B3c1S/ohM9RvEeS2EOZR0OwoIFt6TnihHcbXRwKxGZzxgXdCdTumEu+rcrDUCuZYUSVnS8CjVsCnogkonm1sIoQmExllNK4wtLtFiKshFlKHFOO8i48uXvufLFMsqt21x8412OdBX6v3mT65/1eCtK6CYlnaABWn6O4md03JKOm9FuvtdGBR2nouOUtMKCdpTSidbQkqkUULdCCXO5lvEUfTKlG6boQSbXPyzpRAWdcYqaTNECYfZaVKCsTtGSlLZf0HZL2r78n+JltIOcdjSlHT+i7U25EmTMRylz7pS2Lz+bXynpjEraTobmpCjeFCVYoxNO6QRTNK9Guzni9g9f8kac0hpVwmrCKR03Q3FzDCfj8mvvY3oPaX83Zs/Rc+x+9jAbtm7iqU2/lg8437eDHc8+zbH5gzzz/NNs2rqBzTs2s2HrRrbt38KmXVv41cZf8dTmX/GrDf/Cxs0b2Hd4Gzv3bWbLjk1s3LyRzTs2svPAdrbs3saJgcapt99i77GTHJk7wuV+h7nBVRaSf/Di53/k/Hs3eeHlNrv2b+XohX203lzAuHmb59ptdhzey+I3V7ny8XvcWRn99xx/L55iBSkDP2UhWsOMp+hRjhplqOEUPUixwoylIGXgTbF9+Znhp2j+Glo4RUvWUMI1NKfAak6SNsql+/sZdjSV4jkq0VyRW7QgR280SsvLsYKMXpSJZOSLQdsLChbjlEEkmf3FJBMfIJC0ke0X2A3zMIMcK5BGZXq5oDOvQo0ylDDDdnMsL0ONUvQgRV8pMJZnmF6jlcZT+kFG15cbQ2YbxFy1mkSI2khEWlAIhR7mKK7IQ4pboniyGFtuSdstaHs5bSel46V0oilqMBUpa1SguAUdN6fti6ykjhqGE5SoQdEUGIm9Phk00bwKc1Q2UpCM3svOhVKour54GdY4w4pyYRiBeAZdt0CJStrhuuipcUYnaGQMv6bjVyhOiepXaF6BMqxQg5xOWKD4gpZbYYrilWijWuSCJBPpwq1R3BntQMw706vQG3SnBCWK/0QaaaKA/n8VZSWshFa7IluYjhQ4zStQnRzVLVB9MQwVv2zQeoXuyjUx3Qr7F39BNHHdr0XTdUUSMxozXw8E+eqRRGC1qEJrkPIT9mK5jXEa1cJU/Ao7ykVTfxLxDXKRwsISLcxQggrFl2KveqKzq6MKdSRNr+NL0VV/iWqWAhDG2S/+j9Z4N2ZQ0A1zulETIQ4FsS94BQOnEDATCDJWwxLFefL8KYaXo4Y5Ha+RrdxSGIpb0BnVqM5MCmqYokYpWjilPUpRhinte3/m4odvM/dhH+W9WxjDP/POtx9gv3WB68N7vLRa0Q4y2kEq0mowRQtSQeZ+jhbXKMF/iIQYSFZfiaZ0xlM6UYoSpWhxiuKJDKq4U9SVFHWYSfImyFC8jI6b0g6mKJ68hhKktMOSTjKlE6SoXk4nFNlX8Us6UUYnyOmM11DGa8xHuTSDMBPp183oODnaqELxJIWoe1OU6CGdQCQoxZ9iOgUvvfsZd1Y8dK+gtVLQ8XPa/jrq6DGtb//MkRcs9p05x/aDR9l+4Gl2PHeAvSee5fDci2zcvoXNu7ey5eltdN49g3pTY8/x0+w6tJfNO3excfsGfrXp12zYspFN2+SxefsmDpzYw7HzB9h7YDuHTjzN4ReOsOPQfrYd3M/2fc+w4+Bh5l//gBdvfsP5t77E+j5k8M19lr6KeOW379F+4x1OqCYn9MtcemmB1hvvcPV+ztznLj3nR64/+Bv3Rs4/79VzCzNOf0H2C9Ea3fgRvfEaRjJF96eYfooVpthOTndYYLkFepihRELfVK+Qju+vobkpulNgOSmGO6UVCAOwvAwjkJNrDQuMYYERphjjR2jBFG2U0/Hl55Yjer2yXKEv53TclI6boo5SjFGG7qR0hjnGStYYSakgr2GG4aaYfoo5KlCdAmUkgyBamMpzj1KUYCqeg1PSHkqxU0Ixi4wgkwUVZA3FlPSSGhSoXoHqZqijEn2lRnFyWbBuTquRszpBSdvNUYY5yrCkParoDEvUlRJlWAjScKe03JyOW6I4qTyPmwlLcrLGhxBpS/MyjCiVGzVeQ/NStJUczculwK3UqCu1FAFfYn52kqIHOYYnnobhy66rPV9kAi2cocVVE4WToqJ7ondbnph4mldgjCoUd/aLqad5pSCw4L92bVR9kSOMKMOOJPNsBrUkPvwS3a+leXk1alhjxEVjUjZGeSQGphZUGKMKc1Rjhf/lP5jLMzS/2fs8kqZkTiTdZMZVE6+U96C6NaojDUl3CoxhKc0hKtB9OR7bldSUFlWNjyG6sh6KRt/1ZN+arl9g+iJn2qEMCdpBieE1jTbKxWwOq192jzUieT+2X9F1Siw/R40KWlFBJ5AmqPqlNFS3RAlSWsEaarxGJ8pQnQxtWKKMShS/kSwcKaqmW2CvVHRXSnRXwIbqFeieJHj0qBSt2xc/wPIFBFleie1Ko1L8Whp9k6BRYynA7bBA8XPa30dYK99irNzDuvcXXvzmLq/f/T0vf/YW5/pHeGn0Ld0/lWjROlogx686GcpyhRE8Zv7231l4/7e8Nnwb/euP6S3/hB5XGMkaavKQTryG5hZobi5oPZjS8Rpvzs/peFmTqJmiuDnavQJ1JZPCPSqZCwpaXkErTGn7Ke1RRsst6LgVHb9EjVOUZA3VLTC8HMNJMZenWE6G7q2hhRnG6lTYhpOjewJsO8kUbfIIM0zR7/6N66+/yW+dP3PFz9HDnNZ3f+fE4H2ePvE8G7duY+POLRx44RjPXm5zsnsW7ZMerc/u8PTRp9m87V/59cZ/5eCZvTx36Shbnt7P5h3b2LRjM/sO7+TZ4wfZuXcDm7b8mo2b/oWt2zew7/gB9h8/xHOnn2bePkLrtUsc1V/kxZs3OTan8uLLfS7c0LiwdIVnr7zAC2/f5FzvE1TrTa4O5ukaFldufMghzUD/6hNeuPk2xsqIxWiGMsx5Y/U/WR65/13q0dwMbZShuylG+BA9eYgeP8QYr2EFU/SwaQCjotHZ5UJpYf4LjbSdEsvNsN2siUxOMf01MThHBZabooVraP4axnLRFPoUbTRFHU3pOBlzwxxlOcNwpmijFGUlR3EyWis5qpOiuSmKI4VfW0lRRhmml2INc8xhKYZwMMUMUsxAPtrRcCTSZQUpxrDEHBVo3pos2JWS9qhAdXM0N0XzpPurYSaL0cnRRwXaqEJzczSnQHMrTE9YjepnaG6GsVJiOYVoiGFjLA9LNLfxP5wSzRWmozkiPaluge7Wkn5ozCyjofKqn4mZ7OYiPYQllptjeTldL8cYSVE2m9kI7Uk8L8ok3eFW6MMabaVGdQsUv0Zzm8REUkhSJpKtd41mGlr3xdC0vGYa0hP0rfliDJtuhenmWI0urro1qlehBYWY4YnIdZpby+sFBXqYi7Tkyx7tml+jPdkWxC2bVE9jJIfN9OiwRvVmMgjlVVhugR3m6HGO7omkZowlJ675FXpQiKTj1Y3EVKE7gvStKJdJUrfGGFX0RiLpqJ4Yh7pXSVP3xcjWvQprpUbzS/RAvB/LKTDcnJ6fSVN0a/Tmb1RPhplsZyYyTCDMsOvLliBdv8AKU/SkGXyKKknWNNfS8gp0pxSQE2XymqMS3RH5pe0XqCslmlPQCgpaXi7Aw0uZd3I6TiFs0xGjVUlk3VqBINrOMEMdVVhDeT9KVDRSS4YaTdHiR2hh47WFGa3lf8Me/pGl6Ccs5zvUWz/Q+/Q9brljlA9N5t88z6ujDxncXubl+xP6v09RnBLdfcyF3/qcuDLP55/3efXz8yx9dQ7jsx79lT+guzntIEXxUvRRhuFldMIprXBKe9T4fIGwZi1O0cdrGM3vd/wpuiv3fDssaEdyHpSRMOQ5J6PtSi1pB2vMBWu0nTXU3/0d84d/MH8vo/P1z3Ru/5159yFt9yFqsMa8P2XOSWm7Oa1RQXuY015Oabslna/v88UXn/FmNOXK3YLzn4Wc+/Amp7pX2X1gO2cuPM+LH75P69sJV374GHv1Pmde+g2nLp3gpK5y7rUbbH3mML/+9f/FU5v+hV9vEGnn7IJG54N3OLM04Lhxhbm3P2Hf8RMcOLGLrbu38PyL+zh1fh9nO0fYd3wvh+dPcuDFFzimW5x97xUu3zjHydYZ9h4+wBHlPC98+i0X3v2GM615NKvDqUvzXHr1I/Qw49J3Q/R7f+HFuznX/vQfLDveP5u7t1Dv5uiemCM9N8P0pAnowRqaM8UYpiijlI4zRRkJFVOdFNPJMNwMdVRgNGau6RR0gzVpFkGO6UvM03ZKel5Kf5Rj+uId6H6OPqwwRnIj9NwnqaASfZRiumuiK7opir8m6GCUoQ3zhiKmqPcKkWyGGdpKSttL6XgZergmjWwlRx9maMsFnRVBWpqfSopopaTjFKjDFGOUoi/LYlP9KZozxRymmA0N1UaSVjK8HCNI0ZoirwYppi/xMDVKMcKcbphh+CV6mKIn0oj0J9Q6yAWFDmv0YYXqZ7SdUnTLMKUVyU0hcpCYw7qfY4xqzGGN7TxJd9RoftYkUiQWp/uNNDCs0JZrNKekHea0I2Fd+qhACXJBfIHQf81vUK9foQ1r9FElTcqpMZwn0UEppNpIzE7NK1BXanSnEF3bFTagjGo63nrz2QkFRpCJ+T2cobsyiap5Jaoje7EbvqRdjECmMrVYkHnHrVEdSdG0w0IeXpPWGha0hgXzo5L2qKSzXKOOKlpOTWulpO3UKKMaY6WW5hU2zMgt6biVvD9PZCTDbRIoXilrzpUkmOLmtN1SZC9XWI7ulyhuw/oaHVtt1r7uVXT8go6bNeCgSZIEKaqbiwnsiKlrBhlGs15E7qwkCRNJgzOdEmNUNgNngugNv5Gv4hwjmcocTROM0P2UjpvRclNUXyTFllPQGaZ03DVa3pT2SkpnZY3WKKUVZHSClFbwiE74kLbbaNgra2i3f8a++5DON1+g3RlifXyDfvAH5t/7gtaNKyzeukzv7ZNc//AU1tsXUG7dxFjNOfP+bTY/uxfj6gWiB9+zuGLypqtw9duLXH7HQHP/yFyQ0fKnqCs5mrNGy5/KfeqkWO4jlPAh7UZvV50U3U9px2t0kimGI2GQTjxFbZKE6rBkfiWX9R0/5kqS0wlq2sOCud/9BfV3P6Hd+SOdryZ0vniAcu8ntHs/oXp/oR3+TNt7RGuY07pbyWOYc9mfcsWdot6b0X37S97+8DOM2xnzdx8x5z6k/cW/oXzwHurVl7CGf+ayV9EaZ+j3cs7oXRZ/WMFKSua++wObd+zmwIpPejQAACAASURBVPkjnBkYbNz6FOfffBVz/DNXbo05++rHvPjeK5yw3+Xg6WOcax9g2+4tbNu9ma07N7P7wG527d/D0UvHOHzxFL/a+H/QeusjThsLzL3/NvPv9Nh/9hkGtz9H+egOx66YnLpymqWbN2kPbjD/9reoXs1cVHDxziPe+ev/Zuj+D4W/MypEq4sfoUcicWh+huZM0VamWPdStHuZIIiVHMOdYgRTNFcSNfpwij6SaKbuTjH8FMWToqhFa5hB2iCuDGulwB7WWCNBPhL5SoUpNJ6A7pbYXooZTtHiNYzoEWrwSIqxk6I6U/ShLJC2N6XjSSPqDDPaK1M6zXF3lkVDVIY52ihDGea0lws6y3lj2BRowwJ1WZCU5mWowSN0LxV/wk0xnAzdLRpdMsV0cnQvR/OnqH6OkQij0AJJbuhBhhVkcuxRih1k9NwCO3wSXxNvQhuVYngGkvfvBCntsNFNG2aguYUkqByJzBqOaLZamKNFIgUoXi5SlVOLhuwXdFZqlOUaxS9oxRntOEX1StSVCnVYi5zgZFzxclpuhTIUI1Ud1qjN+deCpiB7FarXGJ+eFGhJtFTNPipSyI1RieLVKM6sMTTFvDWGFeaKNBTdL1DcCv1uo+G7GYoj4/aa81+yi+KXIl/dW6flz2gFtbxmlNP1ZW2qrgzZtELxUjS3RB2Jsaq5FcZy+cs57vgVqp8zF5R0fPEHFLekE8gwk+pL3Fh3ZP+YjldJU/QK+X2/QA0aOcEraK/IeVJ8+V1jWKGO1um4OVoka0dbzlGHwhrVUY4yytGiKYY7RV8pUEYFbTcVvdnNGwlErpG+MvuvBuwK4zAdycZ3okwAVhNTNPwMPVpDCafCWL2UzkqJcqei40xpBQ/pNIW/M0pprWR07mW0h1Ou+I94cTmls1L8wpQu/zBm7ruQKzdvcfWHT3nhxue0XjnD9U9O8/Kti7TePEvvg7NcNA/z3KUDzH3Uo9U/zauvneTzz65w706X3rdzvHJvnt6nF5j/+CL9ydd03IpLo5p2UNAeVbScKYon6FxxHjLvPmRutMacs4Y6nNJy5dF2UhRvjU60xpXoEe3oIe1IvKnFHyv60U90vr3FG84Ki99N0L95gHH7z3S++z2dlR9Rkz/RCX9GGeUiuYYP6biPaDtTtGGGtpzRGmXMuRktL6PtSVOyl6ecV2/w8le3UcYlV5ZLOisZnWHJ/NJ7vHk7oB3NWIgfYX3/B47rBqr3E/PhGpdu/chJs482dOnc/RsvvPMJpvdXjmhvs/PgCTZu2cC+Z3exaetGtu/ZylObNrBr3zaeO7uPg0d38dzzO+lcm6fz/kecsa9zztIxP7qFemuI6v7Ihdcuc+j8Hi6/a7PvzEE2bNvMMycPc2lxkStvfMqNz77EfO8m+ugvqKtrfLX2/+B4wT8V/t98wVy4hj5cQ3fXmA8ficvtrqGMHqK5a2jLaxj3pqjDNUwvRXckkqn7Uqx09xH68hR9JcPw11C8qVCnYYo+eoSxsoYxnGLeTdHulHTulnTu5SjDFMVdQ/MeYnprkuF3GjnEydDjDM1L6XpTTH+KNZRopRZMMZ2GFrsFmpdiBKLt6w1iN0cyL6CMGtkmmqJHj2j7GcqoFBnHKbDcCsvJMbypNLxwipZMUQKRWzS3ec54Khpi0OTz/TUUV5iS4qa0hyWdYS4sYqWiHa0xF0/lNVamorffK+mslGjRFGVY0nJKlCDDiNfohGt0fGlgyt0cdSWj407pLOfM38uZX5Gvl1dKrqxMmb+b0r47pXU7Y+52yZXlgisrlaQXhhnteyWtUcWc3xR1r6DtFbSdHG1YYvprtII1Or6YsEpYSkTVEelIjaeSfFmp0e7WInkFErdTwkbu8URiUZdr9OUa9V7z71FB2y/orMzQ7gma1oY1yoowC93LUb0cozHFVUeMbMNtsvSBmPu6X6NEMs3a8wvMWDYRtCKZKpUcvCS2jCaxontNdG84Q12p6LjSDLUgQ3VFIlAapK/4a7TcgnmnZi6QtddZrlGGIr9owxzFKQQYjTK0oSD8zkqNtlLScXM6rhjzhtPITnGG7hXoQ0n+mI4UdcXPUYMpbb8xQ50cxcmFRQ5FMuy4wkzVuzXtlULkSC+j5eQoKwKu5vyUlpuij0QT7wRrdLw1Wk8Y8b1civ5yRWeYo6ykdO7mdFYKOsMMbeUR9nJG93aKMsywJznmskf7t3exv5+ghf9Oa+UnrE8/QX/3M8xPB+hvnWLxy0vorzzP5aXn6P/2CtoHbc4bz/Lqlxe4FbSxeie5efMs739xkRcHx1j49AJv37vMjS9fQP/sEoveF1xf/TPKnZ9Q7jzAblJQrWHO5ZVUir435VLwiHl3jba7Rns5Q7lX0A7WaAWPaIUPaSUlV5ISO/gzb9z9kve+vsYb71zg69+9y9UPrqG8eh3ly8/prwobnfdz5j1RAlRniu78TOtOzpV7JXMrBZ17OfPDKW3vZ9rOlMvDKZe9R8wHGa3lv3BWX0T9dJm2O6O18ohO9L9o3byH/tpHXP7oDvNvfMDROY2z119B8x7TuvuIuXs/o4T/QPEeYTgpl94esu/0JbZs+z/ZtO1XbNq+iY1bN7Jx2yY27dzC1v07OHP5WU6efpoj5/ax9+gO9p/Yh/HdiPMffcZzxou8+pnCR3/8AX30N869ZHBCf56lScIJ9SxPbfk1560z/O7fFjFfPsIF5Swt+zLzS3Pc8F7n/23vzZ7bSNN0P0f4xCxdpSrtu0iRlEiKO4DcAXARxX2nKFESSS0lkVJJIrHkCoBSdXf1Ot09tRG5AWDVzDlzwhcehx1xHI44Pje+mAg7wuG58aX/l58vvlRVx5nxP+CYiwwSSyY+fJn5vO/7PM/7Ycd9j1f5rzj+pZ1dDNtHdXwU10dy6siuj1bx0Z0jVNNHLUaohSZGISZnR+iej+EFZN1ABAY7wDBjsmZEzgsEZWLFGF5A3vHJlxoYpRaa1RRWvZrg9HUn/ok6qiQiZ7VJzhP8ve41ybohWU/QNoYlMiejFpKvBIweBqKB611I7n1ArhqLm8hN+gTsJpqd3LzVEKPmC27PaQpez26gWw0MN8RwA7Rqkl1UfIxqgF4J0KsikGnvfIyayKj0wwCjEqJWY/RaSNaJMMwYzY1FZlc8RnEbjLyLUJMqQj8M0StNFPcYpdZA9Zrihj6M0d8HiUguRC3VERWG9j5ArcQYrqhmNFu4E9RKE62cWB2dlnh/pYHhtNCsYwEytYZoLqv8ILLs9w1yPw8SQPteuD+8Jrp7TK7SRPNaaO4xuisEUq3aEI6HamLPrTRRqi30mhDOspVjVO8Y7TBZr+iLFob7d0IPqYlMWex3LIC3IjJto9oS+3uJO6cmMnPDFZ9hVCLB6TqJXfODC+wwae5xWhheC/19nPjWBR2SPUw8+ofCJGBUW4nbSlRFRk2I+YbZQnOFGSFfCZGcGNVrCp3LbqGbx2il4x+vNc1roZtNsmaMXglQqjGyK65dtRqj2i00s4mRXNuq3UKzxDnR7GMMryWubUe8ptSSvhOzgeEmgq4Xi3NvNtGtRGh1YhRHOGAUN0J1hNApV0JUJ8Qoh2hOgOqEqE6M6oUoFR/VDVDNGNWNUb2GCCBOjOY0UctNDCtC90Ly1RilGDFdKDA0m2dkYoDu0V60u5OMP1pjeTuPPqaQX7tFbv4mqYl2Fp70kxpvZ3iqi5VnKk8/l9l27uB8PYcy144x3cny7jDT2/0svkxzz5LZMiUeFtJkV7t45IyhLcqk5oZZe/eYvoUl5sq/5Xbt3yO5LdIVH7kSIVd8JC9EtWOUcouMEyN5IhnTS79i8OlLbo31Y8x0Mr8zwfi9HAuvt8lsPmN4bp7+mTsMPjoQgcT7AcNpMvHuiInDrxkvHZF3YpT3IUotQnMbZKoxyvs66rsj5KqP4gr+P/NFC/XV77k5PIb+vEL+i78n9eZP9M6tcuLsKa71XyU9p9On9qOvKMx/7omEza2T8Xx0p8HgSpkznRfoGhsmvTjKqcvnOXH+E06cO8FfffzXXGo/xczWMFd6LvDv/uov+OTSp9ySJc5duEh3fozUlkGX3ob53RiffT3HmPm3DD/+BfLnb3kTveHFL2S6UxcwVnt4+80Ed98OMTR5jYmnC9yamKBz5CLW+/tUq/+Vq2d5e5esHaC4dRSvjurU0R1fZONOhO74GHaIXmpiFFpkyzGGJ4Ax64RkbQH0WbOB4UToXkDWidC9iHw1ZLzmk3dDdDtOumxjlPeB4NLdSICmHWM4Ihhobphw97Hg5m0fw47IuSJia16MYcdCFK76aLUQ4+cBo++EkKy7grvOeaGgh6pCtM3WIvIVYe/SvAa6F5F1fbJuKEC2GqBVoiSzEzSSVonQagH6Ox/9XYDuNoQzx2uQ8yLytRDjnY9RCRi1BEDLVXFjaU6MXIkE1+o00JKyX/NaKG4LpdJArSSWs0TYG62Kxelyhwn3XIsZeycsruPvRAWSP4wZqyRcsPd9AqxxYq9N/O+146TLuYlWaaK6CR9dCUUgLH+P5n6P6olqQK3EKG4L1WyheqKxSas2UWqxCCLJY60iqoWsLRxEeq0lMuhqE70qOp/1mtAU9MMGWVdQPvoXMfLPY5T3wqGSd1sYzjFqtYnmHmOUf0Ar/4BqHaPZMbonsl+tKgBPdZpiXPYxmnmM5ByTqQmrnXYYobpNVOt7cpag8iTvGLXSQvGaqLWG0ALMYxTrGM1s/XRMJwn+dkzWbKKXj1HsBqp1LADSjdEPhdCqHUZCb6pFwoboxeK72+Ka09wGihehmk0UJ0L2IpSSmFPNjFFKMWqxgewEZKoBmh0LwDZjdCsQIO4Ja6XixWhejFoRn6VXQvE9kjkxHHEvGFURBLJ2hG4HaF6AfhggeyFKJRAVoxehVgIUO0QtNZGdALVyhPEuoG9xh9zdLH3ZW9x+rJG5P0HH8GWU8evMrdxgeaqH2cUexjduIU128eKVwt3dEfpH23j4ZgT/f7zH819M89o12DvQ2Hwu88RSeLCvsL6XYvxuP316G2uWSubOdbJLt8gu32RkoZ87BxnOd37K9LNVpp6ts/TrX4hkyGyhugFyuYHiNJHcEPkwRrMbDN4vcS3VyQ39IqmZKyy8niXzWZm+6XEG51S0mVmy649Q5pbpm1DIvzLRvG+QX/4B6fPfIH3+G7KlrxgtfIdifotU/hbdjlFrQi+S3Vi47uwGqtsgXQlR3x+jv/ySYX0MZeUzLgwOo9zf5ML1Hi50X6Mzm+Z66jpL5QK7hdcYtW/QnDoZx0c2j+iZWqJv6wF56xvkx7/kZ6fOc/7GRc7euMaJUx+RMa4iT9/g4zMnuHLrPDfUq4zc0WjvaePEyZ/R1X+Oi7euMLadJ/dYRn78iqz9BVnTIzWjkl+9we2HQ8y83WTRXkBevcXy22E+/5vHXOsb4mz3Od4eunj/UtzdxbBism4gMn8rQPV8FCdALcdoVoDsHaGVIvT9GLkQIZd91GKAUgqRTB/ZDFFLDdRSiOz5yI6P4Qhw16oRhitoJOOdz6gTkS83yVYSgK9E5J2AvB2Sc2IMK0QzhVVLq/moTohWamKYDXLliKwVoHk+eiXASAJKrhKQc0UQ0CoxOStm1I7JV3zhBDqMMNzEJeMJqipfDch7Prodo9ViYRFzGmjmsRhTNRTuITciWxVir15uYTgiwI25DcarEblqQM4LmHAjxpKAotfETWlUYnSnRc5ukXOF/VR3IwEedoRsNZGtForb/DH4KNWAXDlGKzRQXMGDGmYD1WwhO8eCn7X/LLu3v0d1GhiJLqF7YqkM3W6RrYkqRkoaV1Q3RHkXIL2LUL1jjOoHkG2gecJFJbstFKeJZjVRvRaKd4xRaQigq8ToVhPDbKJUmkiVJtKfCa2G91MmrBwmtJXXSJp6jlG9JmotWdKj3BSBptxCd4/R3WMU+xjVPUb2Gii1CNmLUdwGWVsAq2a1ULwGUi0i7QrqS3Ui5HKMUm6QLUcoZkzGjZGqsZhXq4leFp5sKcmq1eIxqtkSmo8borg+qhkjWS0ytVCAvxOjWDGaJ0wNqiuuZbUSo3mi09ywmhhOE/19gPEuIFcLMCoRymEoRHvrGM1tiiTC/UmEVWqhAH6rhWq30M0Y1QwF3eHGKE6MZkUoThPVDpFqIUolRvNCNCdCcT5QPk1Uq4FR8dHcpPKshmiHMWotEtWFF5D1RBWgmTGKF5F7/x9IbX/B5ZvXkNYkekbbycx105/to1/tZEBvZ/XeEFsPdKzSKoNjPYw/SPGwNMXIgsz5tlMYd3tp/k9bPKnlGLvfy/qzJbae3Kb28wke7uZ4+ERjeqGb27e72S4Y3FnuZiDXgbbSh7HRx9TLEYYnO9GfjtAzcYlVcwXDPkK2/w61GpDxAjIVXzhvCiHXMjOc7GjnxNmfcbn3KmN7d7lTPGC6fIS8/Zz+0QnG1hfI6OPcmRplzX1LZm2d9cIrtMWnKKsF0g8sxit/YtGNGH37R7ry9zHWllgtO0wX3jH/ixjJFudCM2Nkr4n28++RX/0tnbLKpfbLXD79M0bG59E3XtKvy/RlJ9A3Jpiq/g652iRVDZBLEWk7IlP6itHKFyh2E+WwweBmjVOXLjC0usTFmze5PniRXukSZztPc/LCJ/Tl27nQcYbLt85w5vopTpz9mI8+/YhTp35Gj36da/oVTl/9hLUXA6Tv9HBraoETJ09zXetC+ewp7dooHekrjD1Vma2sM1bap3d5nl/+8J+o1d7/K8DvhCLLtQJ0K0Q/9FGrPpoZoTshmuOjF0KyBwFqMUQph8ilALUQohz4SEUf2a6jOHVUt47kHaFYProZolgN5FKM7MRItQDNFZmJXPVFyenGZO2QvBWSLQfI1QDFC9CcMLlJBB2kl2JyZoBhByiOL6qOiqBAdKeO7grXguaF6HaEUWhimBF6sYnqxaJy+VBNeBHGYYDmRKglAbxy4guWzBa6G5K1QrRyQ1QlXojmhMmNH6AnYrZRFSv36U6Shb0LEnE4wKgFQtQzfxCC7KFo9xcdy4KGyjqCcxZccfzjlrWa6HYDpSICgWY3UUsiG5XtFsPVFim3gVRqIRdbyGaE7MbIbojsNJEqIZLVQK+EaJ4vxGzzGMVsorkC3DX7ezRPBEKlFpGpNNCsJpInMuGM20SyjpGsYxTnWPDz5RZK4oRSrSZypSE2W3TXCp2jSc6JROb/TtAsWqWFdniMVvngGBLVTfZQUCCGJbQardpCq7aQ30VIh5GgTRxRtWS9GMNqoFYj1HcBupMErARERQATzUBZNxa0wGGDbEWsxaJXhCCsJ5tRiTDsFjmn9aPmkHWb5NyYUTdizA3JuSG5WiBooPIxOScZh9MSpgDze3Tze/SkMsrWhD/dOBSVbdZroFcbTFQDJhJzQK6WHNcVVbHqRMk5EVmtXGyhlFrIXozqNNCLTRQ3RK6GyNWkKqiJTfcE/ad6Yow5R1yrwnQh5iNX81FrdbRqzOj7f0Avf83g2j5tI+NcuXEWZeYGC5t9SAv9nL96gmGlg+E7I9w351h+ofP69RhKtp85u8zW4Taz9yRuDV5icrmLz0oK+ko37elrdI50sJIf5N5sP4+eDLK8rnF/bYjle72k5m4izXRwU76MvHiTse1hUjNdTD8dYXZfojN3jZlnA2SfbjBdC4RFudJCeReivI/pu2vz0cmPOXXxI05d+pRPL3zCxNt7TNb+QHb/G+YP60yuPuL+84eMjY8ytTrJ5psCfc8PyW59xvjqY8afVNHf/Ib0s19yM3uXrkyG0ckuHrzU2Xg9zeijNHOv11n8/dcoTgPdDdHLX9G/8pobk0tcG+5jcGKKTCrFxb/6bzjb2U7H4DB9ozoT1u8Zsb5lpHxEyg6QygFSKUA1fQzLR37bQHZibm0V0DaecT07zqmrn9AhdXHi3Ak+PvPXXOk5y5nLn/DpmY+5MniRU5c/5dOLn3Cx5wIX2i+yPDtIz+Blfnb6rxm+3U7HyHlOt53jatdpLnScotvo5GJvNxf6ztMzlUOv/Z6hgz/QPX2Hd/5//NeBX3PraG4gykonRHED1JqPXquT9yIMNyRnB2QT2idvhWS9CKMSkC2H6FaIfOijvAvQPaEPqBWhGWhmI3ERJBmU5WPU6oL39hLnkOOjfwDxhE/X3UDYCasho16AYQleP++F5KyAvC3spLlKQPawjlELyLsBo5WAfCVgzI3IORF5KyRXCUWTmBeSswXoZw9DDKtJvnzMqB2RdZIORjNGt2IRoJyQrCsy+qybtHl7QuTLu4Iq0qp1cZO5ghYyaqFosDKbqI5wEulWE8NNst9aLETcSlNoEjXBL+uHkbANVhvkE0tt9l2I8YWP8S4mlzSjad4x8mFTZKCWuPGNpDNR92IUL0Z2IrRyiO5FotR3IgGgVhPDijFKxxhmE6PqI1dipIqgEQy7hew2UawWcuV7YZt0YmS7gWEJ3ls1m6jWMdlyC8WLBc1i/oDiHaN4TXRHzI9yGKO8i4UAWUnolspx0t7fSAR8Yc/MlY4ZdWOMWpQESNGOn3vfEOJ9pZVoP2JZj1xC2RlJZqt5TXSziWG2BB3kJWJqTXjeNU8E6lxCuWk10Q2qV5pJYIjEOjyecHflqgE5N8CoBmiHMUqtQdZtkDOFr171miLIlFvo5vdkKzFKNUJ+FwgrpX0sqgknRrNa6G6E8i5ArfhkLZ9cKUCrBBiuj2HXRdJgiSpIN0UWn3GF8UGzm6huiHboo9QCJCcQ92clRHd8VEdU3ooZo5VDslYk6FgrFBZOz0eqhhjWESNrJTpTCifP/4wr/edoG7xKZ885xu+0MzzWxcRaij7jMhMPB7n9MM3MdpbcnVu8eqCQmhhjbmmMhZluRuQrTC50ktauoI+1MbvcyfzKdabTHYznunjxdoTRpW42H46w/miAha1b3H3az9jdXnL3+1AWesjk29DmOpnZG2JwpoupQprs6g3GHxgM311iwnqPbB1hfPEf6Mivc/naSTpHrtM7pnJrfpqxUpF87RvGyt8ybX5L9kWZqYJHJpdjZfM+s5v3uPc3f+K2+TeMLKwydvBbxsw/cFkaZ3BiiIfWJA9fp5jbSTP/PM/zX84zvNDBYjHP/K+qKNWYvvWXpDZWyXu/Rnluc+b6DQamFslMz/PXn3zE+dMnmHr+kEw1JFWJkZwIqRgi2zFSOUZxjlDdOrIZkylEyPYRIxsHfHTyUy52n+X8zbN0ZLoZWVjj9NWLdI+Pcr7rAuevn+bc9YucvPAxV1J99M6tM/dwi3uzeXpuXKJ/Q+f8YC9nL3/Mpc6zfHrhY372yb/j8nAHI8+eo1l/oP/eSz5pv0a73sNX//i/8O7dfwX8S9u7GMUQww7FRWgF6G6IehigHfrk3Yi80yBfi8i/E570cTfithdy+73PncOAyUrMqNdk1G0yWhFr9o9XA7Kuj+pGqMnKm1kr0QzcACO5QLNeHdU5QrUjsrZP1hFcu+KEqK5P1vPRqoGgk6wYzQmFEO186OT1E10hJFsWQUZxA8GBliNh6SyF6KUYtRyh2CLrV6o+sheSM6OEQoqF5c2KkEoxqueTq/lohwFqUgEpVoxuR6iJJmGUA/RijG43MLwA3QtExVHxURxBUyhuA81siqrAFdqF7go3iP7BPug1f+R0lapYwdSoiEBjVIOk8aWRZJAJMFotdFs8l/3gJ3dEY5jhtYRwXoswvBZqTQQc3RFVRrYcY9hNjFqA6jTIWE1Uz0erhMi1WGTbSfexUolQXWH5VKshqttEKTfRaoLSMRKgVatNVDcRQS1RVehmK+FLY2SrgVKJkSuCntESYV0rH6OWj1FcQUWpVoxWbmLYgobRvQjDEdqK6rbQy4LykbwmkhsL54fVxCi2MArHgiO2m2hWLBpyrBjZjpDMSFSehQZyqYlsCX5fsUOR9NiivJfMiIwVkzZj0l5AptxALTfRyxHZQgOjHCPbcUIHievU8IQLRalGaFYT2U64eS9C9UIB/KWmGIMrEivJCVBtsRluhG5FyGYsqB4rRDEDVDtCskMkS/xNOwGy6ZPZj0iVYtSST7oYkDqISBdDUmaIVApR30YohQDJ9MlYdXJui8wDmzYlxeXBTgYmZC50naNLH+bUpTOkjGsM6tfZfDvJc28GebqT7tRlFjeHGcle5clMLwu5i0xpl+nrO4c0cZ3O1GXG8lcpv+5n97NeRrQrjPSeZXDoPLJ8kdxkJw+faZy/doY7SwMsrQ3w7MUI0xu9jC/38bqyjDLbw8pBmuuZi+S2elg1M4yud9CnnMWYuoG8OsPw9i7nBzIMjw6z+XYe/cUjxl7vMPHb36N5PtnX35B566OaPlnrW9IrD5l6cp/5xzssvVlCXlZY2d7g0R/rtE0soz5c4sv/3mHtQOOmfpWe9EXml7up/VJlbW+QsfUuZg50tOKX9M6+pP/BK7qWPqNv6Snpjc85fbUd5fEuxq7NkD7Mw5efkXn1S9TdQzT7K0FFmiEp6xjF+4G0FzLs1RlxA9LO93ROLHOp6xKZu/Nc125wZWiEnskF+tcW6crnuTl+g45cD2c7z3Ph+hku9V3k7I0bXFdvc7VniIw0zN3qO65L0wzOjNOdX+N6fxc3UhJnbrYhW38k8zrgQu8AHf1Xubl4h+P//H/yxRdf/EtXj1IOkO0A2TxCs47QbR+1XEe2hMNHceuoVohmRWQtH92sI5dDcdFbAdlSSK7sky8FZEs+mlnHMOvoTh3ZE1mJYfroxTqK2UApheiFgNxBQLYYIlkBSiEgWzhCNY+QizHaQYxaFGPKmAGZgyby2xZSOSRjHaGYddRSHa18hOLUkWwfudRAKcWCeirEyAcxmUIT+U0T9fMGmf2YETNA2Q8YLgUMugFSMUI+aKAcNFALMVKxgVSM0MwAtRghlSNkL0RyhHVStUNkL8BwBCWl2gF6ORFOE/ulm158yQAAGsNJREFUltjTZC9CsyK0coRebKCbEWoSePRyA92KhKhsNdHKoZjjUiPJ5EMBhLaPZvsotphv1RYcr1pqoprHGLaw+ilOjPoBSM1W4nP/4IMWIqlkfo/ittC8AM0NBe9vN1GclqDYqoHofnwXIldiNLORuFTEshO6E6PZLdELYcdoxWOU0rFwmrgRitVCMVtobohkN1HNhG6qRiiu0AXUSgPVFYHO8ATAZ8vH6HYkRNEEUDUvRHECFEt4zjVXBBbdEoFFdRpCG7CTDNttMWa2yJktDFd4s2W3gepGSF6AVKkLA0MpQi3F6IUIdb+Jsn+MUozRSjFysYnkxCh2gGIGSJ6PZIfoxVicQzsWa9pYDSSrheJF6E6AXo7Qy0KLUosttHKIYQdoVR/tC18kGVaTTCVA+WBVdH2yXoBREdm77AmrZ6YmuH0RNKJEAD5GStxchiMoIancQC+FyMWAjOmTNuukbZ+MHYj7yfSRzIh0pYX05HfczOa5rgwzuu9hbL3ibFsbn144x6nOi1zqu8KNm2foSvUxuznKYPYaffoVcktdqBPtzI12UCyNkNGuMDh8nonFbh68SLG20MX6ZwMc+tOM376Onr5Iv3QVfayT8aUMkwtpZOUSPQNtzLzcYn5LZXS1n4VHA7xyV8gt95O9f4tzbZcw7o+x6Kpk13uZ3epnWLtCbrGDXvUcymyK0QWVA2uMh+9mePhlkXnvN2St36G/+SPK24CRUkhmo8jw6Cgzi1m2nq0ytTLJ2LBMdvwmSy9m0F+8Ztb9kg1nis6h8yhTHfSPtjMy08X0vW5mt3qRFrvp0troyslIiwtk7r/i5PVuTpz5hDPtnXx8+mNOXT2LsXyb/N0Rzl66yMlLV/nZx59w8dYQV/UZ2vU7ZA/+hLRlki9/hWqJH365df8tXVInPWMpLvR3c7b7CvLCEoNj4+QPDmkbMei/00V3dpD2zC3GXr7h1u1x9PUFLvX3c3ngGl0Td1heXiOlz5J5dYC09yWDa2vcNr/iWjpH+lUNxYy5tbhEft9h6KBG63/+14B/e5eMGSIf+Ojl71DNb9EPfJSij2zVUUtHKNYRUtlHLgQYxSO0Qh2pGCCXArRSHcWqo9k+uuljlAOMso9uHqE6R2iOeE4vh0h2IG4WMyBvBmRN4X7RawFaKUQrhSKz2o/Jl0IMM0Bz6qiOL4DdDJBcH9k9QrXqqOU62n6IXgrQipGwnZZjlJKPVvKRSgHpUoN0sYlkhmhFH8X0US2fjCUyqIwZkC4FSKUQqRiilCNkMyRz0ETabyAVYuSDCKUUkbECMuUIpRCiFUKkckTGiZCsGLkcI9shsh0hWw1kKxTcrBUhlUMRKIsN1FKAYkWotsj+FbuB4oTkSiJoKMUWaqmJ5iZahBuTc8OkczomawveXHUaPwqURiXpbrZC8oVYNNtZQjtR3ADFFFy+5gm6R3eFkK3aDdRKKFw91VBUN5UY2W0Kq2olRKvFyIeB8I1bTWEldWMBeLb4HMUVwKWUE5rIiZCsBoqZOEvcWLTOO8IpJduNJEi3UEyRDauFFlKpScZqIpcbSKYQb7VSiGb5yG6EbDdRrQjFFvSVXhbVgeI1kV1RaguLboRiN0l5xyhOJCo9R4jnqila8xWnIYTlsqD2dFe8R7GEoKq6IXKtLgR2M0J1ROAVgm+IWm6ilQLUUgOtGKOYMUpJ9FdohQj9IEIt+8hekGgvAboZYZQCjGIkkoaKj+6I7lkp6avQvQitFqF90USz/55R7wfWf/cVxebPefDrXzLh/JbpL/4g6Er3B/RaLLpXvRCtEiBVfVFNlH1G3vwG7XOTW5MKXfJlzvVcYOr+FI/MZa4Nd6DNS3SNtNFvdLBbTrO9qzKYu0HmTjvKxHXWnw3w8GWKzY0uHq3fIjPeyUjuKn3SZaq/n2L1Xg+D+Wtsu1OsP1KZyncwvjzA9PIgxkQnj18MsvGknzsbA9z5bIpBo4uRSQl5oh1jsZOpZxKpNYOJl3tMHZRY3pPQF29wz1QY0K8y/2SQzGQ7ubk+bi8NsPF6iFd/o7Fiz6O8/JJM5Y+o3jeoboj06o/cGs0wNm2w8fAhrw+mmZmcYGxaYcF6zkA+xeBkmhujI5zpucK5ttMsvcjQPniRywOXOd9+hovXPuFs52ku957j2kAbXYrBlZs9nLp0jv6525zpuEjPHYPTbWc4cfav6J+8QXfmMldvnqZr5AIfffqXnO/8mEtdZ0nPqrQNX+LaUB+jL7a4Na4xtHCbiRePGZxZoS83wfB0ltyzV1zsGaB7+i765mcM356mc7iLm6MGvc8OGCl/h2E3yFhfMfTiOcaz19z5rMDgzAN6jCzp9V20l4fIb/+W4b0jU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<tr><td class="tr-caption" style="text-align: center;">Published by Yale University Press.
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<a href="https://yalebooks.yale.edu/book/9780300246285/science-sustainable-city">https://yalebooks.yale.edu/book/9780300246285/science-sustainable-city</a></div>
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We now have such a book, edited by myself, Mary Cadenasso,
Morgan Grove, Elena Irwin, Emma Rosi, and Chris Swan.<span style="mso-spacerun: yes;"> </span><i style="mso-bidi-font-style: normal;">Science
for the Sustainable City: Empirical Insights from the Baltimore School of Urban
Ecology</i> presents 17 chapters, framed by a Foreword by Scott Collins, and an
Afterword by the editors, to make the findings of BES widely available.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The book is written to be understandable beyond the
specialist worlds of the authors, and the 480 pages include text boxes
explaining any necessary technical terms, along with diagrams and photos to
help expand on the text.<span style="mso-spacerun: yes;"> </span>The references
to the published scientific and technical literature are described in a simple
narrative toward the end of the book, rather than distracting insertions in the
text.<span style="mso-spacerun: yes;"> </span>We have made serious efforts to
make the book an accessible one.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The book brings together many different specialties in
addressing Baltimore as a social-ecological-technological system.<span style="mso-spacerun: yes;"> </span>Biologists, hydrologists, atmospheric
scientists, and soil scientists join with sociologists, geographers, and economists
to understand the implications of the coupled effects of social and biophysical
processes in the city, suburbs, and exurbs of the Baltimore region.<span style="mso-spacerun: yes;"> </span>But the perspectives of history,
environmental justice, education, decision science, landscape architecture,
urban design are also important "glue" for the book.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
All 17 chapters have important messages, but several unusual
features of the book's contents are worth highlighting.<span style="mso-spacerun: yes;"> </span>First, Scott Collins, from the University of
New Mexico, provided the Foreword.<span style="mso-spacerun: yes;"> </span>He was
a program officer at the National Science Foundation working on the Long-Term
Ecological Research component of the Division of Environmental Biology when the
decision was made to request proposals for urban LTER sites.<span style="mso-spacerun: yes;"> </span>His insights on that decision and on the
changes at NSF dealing with social-ecological integration are important and not
available elsewhere.<span style="mso-spacerun: yes;"> </span>Chapter 1 is a
detailed examination of the ideas and approaches that were brought together to
establish BES.<span style="mso-spacerun: yes;"> </span>This story will likely be
useful to other groups considering the establishment of evolution of
social-ecological research.<span style="mso-spacerun: yes;"> </span>Sharon
Kingsland's chapter on the history of American urban ecological science is
worth the price of admission all on its own!<span style="mso-spacerun: yes;"> </span>It is a
readable yet impressive survey of the larger historical context of BES and how
it has contributed to the evolution of that science over 20 years.<span style="mso-spacerun: yes;"> </span>Similarly detailed and particular to the BES
experience is the chapter by Grove and Carrera, two of the founding members of
the project who brought the weight and concern of community activism and the
need for scientific information to help solve important problems in Baltimore's
under-served communities as well as to improve the city's environment for all
and for the Chesapeake Bay.<span style="mso-spacerun: yes;"> </span>An important
strategy for summarizing the breadth of findings in the book is to summarize
them in generalizable scientific principles.<span style="mso-spacerun: yes;">
</span>This task is led by M.L. Cadenasso, who has been working toward
improving BES synthesis through the entire history of the project.<span style="mso-spacerun: yes;"> </span>A final contribution to highlight is the role
of integration of urban design and urban ecological science.<span style="mso-spacerun: yes;"> </span>A chapter led by architect Brian McGrath
charts the deep and groundbreaking interaction of BES in linking design and
science.</div>
<div class="MsoNormal">
<br /></div>
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BJ3PEj4o2aOt+YhhypTRPC8l5GXhQKarnbB4HFCwiOfcnAl4KIQcFFGsjrhBAWDbUxcb2G4rZi07Gw2xB0mvqqaoZt93D1TiEFvYPZTEpoylXhsd7aX5ncLLCdvNYs2x7GhuJbhS7WcTE/kC3/NM7tnLFNE8HdvK2szK7l6p40LDVms2qLDwevHwY1MqWautwaZcJTcwW64cJKEqEjxDscT6mdHLzXzAqJYk3CCI102RsbbuDpST2dLMWm52eyIziLsWDFFbfXicZ/rp8hOjmXhmnAWbksgpLyeCyPVnEiK4xO/Bwtd9470z37Eln9f32lw8TXyQWIZzeNngHpKsuN57alMxk8AlcBMDzNeaWUM0s1o91G2bNTh6qlmllyDk5+e5UEGXvYTV7OfTfsFHD3Dmetj5NtDVfRM9HDjFwpNRy+BRcHxHGxs4SaD0H8CdbiOWc9IaLr6aHGRh/Oct4HlhiKaRrtg5N9UaPpocPAK5z8Dktha0QT8WGjK7NcZZntrHizy2oXmkrA8Evr7gE4uNWaxJliHi9dPC0MnuZrn1xhxTy9j4DFC8yXdUfKGB4A2+k+l8cVTFJoOnpF4ZJfTzTBM1HIyycJyP4E5v/r4pIa5XhpmuEexubCGi3Rx5r7Q1ODoo+edmGKqr54BGqk+ksg7ktB8orjI1cz2VPNmdCHFl36N0LSyo7KJawzBcDEWrQGH3ys0VcL9OOKPOH0nU2mY46HGQRHH/poGxminfarQDDDxWfopeibPAjUcTonlZY+nJzQXBMayt66ZcQbhTCEGtZ45v1Jo3vtdM9ZpWBCcQkxPGzexcWqK0JylMPJq2DGqrvUBHbTlp7DOJ+LfItnYn43fITTv7QpE4X24kjMXqynMtLLM18KanDK6L1Vz1GTlHYWaGfczBwo4yrUs3JzEwdomrtPO6foj7A2L4u0ADQ7r1CwNScbU2sLEUAkms5k5Hr/cucpUWhZujmG1LglFWBQrHrlc/9fjnnOzsLmklnN0cbYsG38/cZfXWSXupsy1O7onn/BEYK63kXcOZBFZUUTa4TS+22LA1ds+kSsimBUUzUeZlQxd72SyNRefvTqmeT7FXTilBicfHcsO5JLe286dW43UFmfitSuSFT4RvOCh4+UfDnH8fCuXO46yZ7cYCDzRwEMl4CjXs2xrMvsKisgqycFvr4mFXr89+6JMJSDzM/LankRUkfGs2mpg8VMImH4ShZppm5MJLG3k7mQzPcVJvLtRy6zH7Ki6KARkPgY+SS6h5loPt3pOIBwUkwX8fvEm4OApsGRLHMH55TRf7IJbTTSXHWaPMZ6v95h43U+Do3sEsgATn4ZlkdLZysS5EswWEzM91Lj4GXljXyI+xni+3GJgkULARSUwV27g9T0ZaEuLyDieiXuokfneT6CP7fdrl21PwMuaTWh8Cmt3R7L4TxoYypQapvknsKmwntu0MlCTyeeBOpy8H9yvd5BrnvlJEGe5GtcgM+uPVNP3i4WmFplSi6tfJB+r0whOymarIZZPN4n+8Zn1v1LNLF8Tr5uLab7y7yw0BdF+NqWws9L2kNCc663BWSnw8g+pbD9eStaJPEIPGljkK550kKkE5m+M5itDJqFJ6fipLazwE8fvp/pIphKY42FGmVXO6SlCc7Fcg4NKy8ItMXwXmUVoYhrKsChe8v35z/s9uCh1vLY7AUV8DqHWZNZuN7DA97fs+IsJq5wUVraX1HJpitCcpxBw8tGxNCQeN0s2oQkpuO01sVT5dI8r/v+GTCletfowroiTl3+J0BTtap6vkffDUghMzCEkMp4vNut+u+Cyn+ybF5rC9vwisk7msUltxkUuPOOxFq/EzPdPIKKukev3haZaTLLlq+fFnYkoYrIJjUti9U4jC5/SPU0XpRZX30g+jEglKDGbbcY4Ptus+42+XGCup44Xt6SR0PuI0FSJp6UWbYrBzSL6I++9Zlb4/LWPQv9Z+e1CU6XBUanDdVsmKd1tMF5PQVYCq4UsDF1tTFyvoyw1ie8Dtbjey1SlVDPXx8irugJqLnfDRDmWSDOOq8OZpRCY6y0wz8/CpuNlVFfkEXJQzwzvB9/prFAzy2NqGn6xtMcchWBPChPBtHUH+F/fHuA/1/84XbhMqWGO58OlQabbs3veT63vFsbzbuFM9xJXUFx9BBy8Ipg25b9/1BBdfbS4KNTMcn9822R2o3+0jMDz7hG/6FiYq38cYTWNXKeFhsOpfOv+8HHiR/vlebdwZnjbxafvw6n3n18fzgueGpztfxNT8Ucw+3F32JRqpimtfJ9exTi9cPoIvjuNOHqIfeDiHYHTljjcihoYnWjnYnka7qEC07w0ONz77PViW1weFcL21NMz3MKm9Iea2f/CgTnLNcwLMLPmUBW9N/q423OEXfs0/N/1aubINTgqtDgEp2CoPcnJgkyUweLfZ01JJT9DLu7UuPqI4+sij2Da+nCe9xBXFF19H+zkPlxKJox/uEUwy1PNLKWJN7WFtE/2w8RJdPoonN3Vj9iGgKN3BDPcppSNWB/OC27hPL/eXj7EV4ur/S7iLI9wnvt+P//zuzBe8BKQ+T7op5n2djzvFsEcewKMe+173v732Y8pRyJT2e13ahvcwnlhfbj4WUotMl8tMrkapz0Z/NDUDmMN1GZbeSNQw/Pu4fdtf4aX5n6iCpmPCe/Dp+i53c1ow2F2bBWDzHunD2SKB227b5Ne/1qIypRqHAOseGdX0H2jH27WU34oFbdgDQ7rw3nBS4ODUsDFR2CupxoHZRRBR0spL8slZL+OFzzUzHQP479X7+c/vgtjurfYj65KNdMVFr6IL+cifXDhBCH7I3HyUOOoeFBW4wUPNQ4qLfPsNiBT2ssQ2P/+s7bpLY7ff3x7kOc8NOL3TrGD6Q/ZQZhoB/fGzfcnFopUAo728b9XdmaGt4DDfbsSS8uIpxl+olSJ3c+43O9jUSiEVNgAG93lqbwVpGOOt/CjlPD3fImDt9iv/7CXYnC4fyRS9CNT7eteyYt798Vdp9rh+h/b4Qv2DOGPFZp7NExzD3/EfiOYPeX3uPqK7ZjldpD//HY/f1sbzgyFlvn3fP6UsiMveIg7Yc6P+h63h/vop+cM8R2eZk9cN9MjgmkeamZ7RfxIaO7VmZi+Lvyh3/yP9WGin1GJd1PFPn3gW+Yo7O/9j+aBh8sPzPDW4KL68Xw27Z79+gg42W3up+ab+6Wp7s0L7g9Kh7j6iIn6Zt4r/+Am+k0XH4F5PyM0neQC71hOUDw2COM1FMRFirt+904UKNRMX3eAv317gP+zTswp8FAJGNU9nyna8HPrDvK/v9azNuUk/Y8ITUcfLTJ5BNPW7uc/vj3Af7mJVzbufd6P5tt779z6cGbKhYfLHNjtc7rbY8r8eNszgPtqcfQM5+/f7edvqw/ynNeDHdyp/TjNPYJZ3g9/1vP22EFcvPkZoXkvGZB3OP+w+5L/dtfg4mv3I1PLNbhFMNNbjH3mPFLybJqn5sE7OjVOeNQ3TImBXKfMN7M8wpl2v680zJ3yvjxv/11TP+ee33RRapg5xebuxRaP821i3KT5UZvuxVlTT2jdK3PzoJyWGgfVY/yqu+gbHvXTro/4xufWHOS/14bxirmAwl+0o/ngXZzjHsZ/fvsDf1sTznT7b3u0XI3Y/h/7PNH/TImhVXrmHTxG8cV+oIa81BicPTUP797Zk2bOcHskvnRXP/AXD/ntH4+b6Bvsfer7oDyZ6E8O8n9XhzHNI4a9VVN3NO8lAxJw9grn76vF2OR5z4d91KOx7z0becEtnOneDzZBppawmjbVRtaH84L7VJ8uMPueL18j+vJ74yf6QHsc56lm1o/mFPGdcLbH7j8tNO+1PYJ/rDnA3745wN891Dja+9LB+0HMda9UlYviEX8yNc7+kf8Ke4wfmTK/qB726c+7hTPdW2OfZ8Mfmi8efS+cfbQ4yyOY/pBd2WPXn4lP/kh+v9DcmUvO6U7gDHe7CsjJOURcfy/QD8MFaMJMLPcQa/LIFGrmBpp5M6mC7rFeuFZBfGw0C9zDmaXQ4qzUMt8/ks/VSfiprXyyUYuj8t49UAHXYAur9BlsTcllZ3IOW2LTUKlj+HSzHtcAI2/vjGWtPhV/YwLf7DSKu5n2SddFocHRz8QH4alsTsllZ3I2my3JuO02stRHy8JgM5/Y040HmFPw2m9iqZ+G6d46Xt0Zh6clk6CoZNz3RbLE70ECA1cfgblygXlBFr7Wp7MlOZedKdli24QYVm41sFihwVEhMH9zDGvMWexIyyU0MZNAXSyfbdbh8piz+eJLqeaF9RHM9EnG3NrMnds15CVYWfTtQaZ5CjirBJzkGuYHR/GFkC6WJ0jKZqM5kdXb9bgqBRwUWhYFm3h/Txzr9WkEWlJRhkexxN/Im3sSUFoz2RCZwDfb9XZhMiWAdDvA//KLYfXRem7cbGHwZBLvBETwf9aLAYKTl5ol25PY3dDC2I0WOg4lsiognH/IDbyxJxGlNYOgqGTWbDewzPfBsUqZQhSEi7fF4RGdzc60XEISMvEXrHy0USuufv+E3Tl6a1gQbGXbqQYu3BngVt9xIsJ1OLiLQZqzSse8IAtrDImoDkTxukrLgmAzKw8k4BGZRqA1hfU7Tbyisvefr4FlofF4mdPwU1t4I1gnpi6XC7j6m/g0IpXAhBx2pOayPTGbTeYEvtys5r+8jbwcW0bvtU5ut+XgvV3D39ZEMFd5T6AIOHoLLA+JZa05i5CUPHalZLMlJh2VKY2AqES+3WZkuVzNXJWOxRuj+DIsEU9jKr6aaN7aoMNJITDP38CKECvfqJNQmNMINMXzxRYDMnc1LgEmPo5IISAmncDIeFZu1Iu7d/cDCw1OCh2v707A25rN9tQ8diVnsSE6DR9zGn7GeD4P1rNIKZbOWSHkkXS6Gy5XccQSyTKlliXb4/GIyiDImsSaPZEsUYh9I/ONJqS0lhE66D+Zja+PGmeVgLOPKJqdAsysFNLZlprHjmTRJr/fYWDRz2WRU2mZ663n46hjFAz3wa1mOkvTWRsg4PiYmo4uKi2ufkZWRiSiOGDm3UAdCzZZ+DI8CW9jKj5qC68H63CWa3BwO8j/VkWzMrua0Yk2RqvT+HJDBP/xvZr5QSY+/iEeN10Sco2VNwPFUkEuSoH5gWY+3h+Pe7iFN3zFRTPZj95TDbM8Ipil1PNaqJXv9ln4YIsemUq8O+6i0PJSaCzrorIITcljd2oO2+Iy8Del4mdOZNVmA8sek3BH5qNF5mfgtZDo+yna/YyJrA418GpoLKsN6QTFpCEPi+Ydfw1OCoH5Gyx8JaSxITGXnam57EjKItgQx+ebdTgrBHGBySOM//CJJ7C4EbDRVZrEi/II/uv7cGYo9bwcEs2qsES8Ten4mZJYu8PAim1WvtalERSTjjLCygdBWpyVGuYoDby1OwG5NYvtqbnsSslhW2wKHj+YeVmpwVkh4KLS4Oxr4PXdiahixXdpV0oOW61p+FnSUGhiWblZPD4+b6rQbMplwy4B2eZYPKKzCE3OYWt8BoH6GD7ZpGO+XLgvqGa4q3ENMvHRvhi+2mnijQBxxXphkIkP98SxRpuCb3QGvmoLbwdpWbAlFreoLEKSc9gWn0mwMZbPNutZ4P1gYVCm1ODga+TdfUn4xmYTmprHrtQcQuPSUWpiWbXXyldhiXgLcXwVqmO2j4nXTA+E5o6IKF7aFo8qIYfNsRkExWSyIT6bLXor7wVrWbItlvWWbLbEZbEhLovQmES+2mpg4dRFAXv5gVe2WfgyLAEvUzpBUUl8t9OITGXkvYMpBCTkEJqUzebYNLwOWHhdpcZBLrB0WyxuUZmEJOewNSGTAF0sn2+5N9+IpUM++SEed0Mq/tY0VNpYPvTXMl8p4Oxn5M2dMXyvTcHHkkGAKYnvdxhY7CvgpHi80JzjEc60dWEsFQ6Tda4PLpSTYdDi6BHGf60PZ7q7GHgu2WThq31WvtxuZNGUuVSmEGOK5dtiWFlDZhgAACAASURBVGvMYFNSLjtScgiJzSO+po4RuhnptAtNbzXTPcOZ7q1l+ZZovt4XzWchBhbY/YKzXGDxpmhWGTLYan/ndiRmEmBKxd+SzPc7Tbxi95XOCgEHhY4VO2JZb85kW3IuO1Ps76gxge92mXjVR8Mst3Dm+uh5c5eVr/Za+CBYy3xfHYs22kuVGNIIsKbgrYllZWgsHqYMNsZnsSk2kyBzEut3m1jhKwoQx8cIzSD7Hc0ZHuHMVOh5NSSa7/ZZ+Gir/r4drAiJFm3OlE6QOZFV2w24+ETyUXgqQYmiHWyKScF9r5kVvva4y54NfOEGC1+oUwiMzyY01R6nWJJZvyuSZb5irODqbxC/IzwJL1MagZYkVm2K5O3NVr4zphMYnUGQNZOQpGw2x2YSFJ3JhoQsgo1xfOKvY+mGGDxistgcl8WGuBxCohL5brv+sTtSjnKBBYFmPlOn4BeTzfaUXHalZLPVmsL63SZe9dXYF9TF0kcf7YtjnV60VXmYhbeVWl4OjXvIN/hrY8TTDErtQ/eDZ8sFFmy08LU2jQ0JOWxPzmFncjbhJ6tpH+vjztmfF5qi0BH9jCwwkg/2xrBql5k3A8TkNcs2R/HZgQSxzJs1BbfdJlYodby+NwmfuGxCk7PZEpeOKtzCO0FiXOuiiGCau4ZpO/LIGuiEiXLirGaeW32Q593UzFGKJ3HmKLQs3xrD2sgMtibnsis1l9CEDPw0Vt4N0OLiJeYIeHVbNF+FJ4rjFp3E15sjeXtTNN8aMwiypqHSWHknQIvMW42Dj4G39iQgj84iJCWH7Uk57Eo6Rn5vKzdoo/W4mAzIQaFmukcEs1UG3txu5bt9Uby3SbRHmUpAphJwDY7iSyGNzUm57ErLZUdCJhuiUlGZU3DfG8krAWJZFAdv+xWT/Uko7eO9M1n0WyptHF9sM7DY+8d9/EaAmGz05W1Wvo5IwjsyjUBrMmt+iOHz3QmoYrLYHJ/Fxph0/A3xfL1Nz2KVBgfVTwvNuQpxzp7hreWVbRa+OmDlky1GligEFgQYeWdXLKs1ySij0gkyxPJOsA7XIAvfGMUxCEnIZIM5kW9CDCxV2Re9lBpkKi3Lt8XwvSGdjUk57Eh7MAd/tU2P672TiL4GXtlq4Z9h4nj5m5NZt9PIim3RfKVNIygmi00J2YQkZrHRKs4dm5Iy8DkYxWsqPSt2JuKflM2m2Cw2JohzygebtH/afDS/8+islnmBsWw5epKq0000nMzjgCkRv8MVVPXWYqvNI3hPJIvsu4AypZq5vpGsMJ6g6lK3mG2t7jD7DhhZ5iuIK6JK7SMXo8XAdMGmGBRpBRR3NNA32ETfxU4m7nQx1ldMgjme9VHZRJ48ReelLrhQTnayRSy1oLRnuPWL5FPTIRLrqunsb6RzuI1r4y0M1OURuMfK99pMYmqq6L3SA+NNtB6J4/UgHfN2pCGcquXC7QG400xPRRpfBmlxtq9OOMoFZBtj8Eo5QUlnHX1DTfSOdDBxt4ubZ4qxRppZ7qVh4ZZYVDlFnOyop2ugiYHRTm5cqqYwO5GVgVrmPVKfyEWpZXFgJO/vS2RddAGlw50wWUfRiRzcDsbyzx1GFigFFmywIk8roLS3kbMXWhm80sWdiSbaSjPxCtHj7KXj/fB0hJIKms93ws02LtTlII86RLStmducgeFS4iON4iqLXeTJAiN5a3s0X1oOoWluhZttnGs4zJaoRFaGRPKqv8AsDw0r9qYT29fB+I16SqxWPlbpWKHOwdrYyLW7A3DTRnNePJ9uEMTdaZWYEnzZ9kQ25ZdS3VVP54CNs9c6uXHuFLnJcbznJx4dedwRBmeFBtfAKNwPV9E9MQB3bNQWZSHfqmeJUsNcuYDTvUQyCg1OQVH8MzKX9OpqBsa6gAbKEhP4Uh7BHLmaGQHRfJhSwdmJTiZs2XjvEnfFHHxMfB55hGN9zYyONtM/1MzgWC+3r9RyMj+ZzzTpBJ2s59JEF7d7CxASk/h8ZxRvB91LTKVl6dZEdhZX0j3SysXzNrqGbAxdbmd0vAtuVJJltPKWm5pFOxIIyjxBQUcjF661c70lF8UeA8+v17A8NI7AjBMUdTYxOtkNl4qJCDMx3yOSr2OOcux0G3fog7FK0vQW3paL5UhkSg1OCj1v/pBBZF0dQ5daGBq20XPexvBoJzcmO7lxrhjtjkhe8lQzw1PLSssxiq/2MH62FMs+M5/sTUNTXc+lO6eBFtrLslgfqMHJS8DZNwGh3sZNbNQeTuGfnnahaS97syr2CNlNNXT1N9F9vp3xcRsdFVkoQvW4yh+XxVSctOZsTOHAqUZu0se13iK0+wwsUgrM/RkH6qIUA8WXdyeyOaeQkm4bl6+2cbkhi3U7dExXGHgjJJovzLnsq2/m5s0OrrQcYVd0Ah/uSSAgJo+sxhoGLjZzeeAEu3ZGssQzgpkKPR9qD5Pb1chgdwFhe428qJy6UyDgotSxMNDEJ2FJyOMPE1NeQWvDUXRRUbh4a3BQaFm8LZGdhRV0nG/h3Hkb7UNN9I+0MzbWweS1CuIjLLzpEcHch0S36P9ctiawObuAU92NXLzZy63ROqryMlCXVNI5PgC001uWiWegBtdNsfhmFVN7tpmLF5vpHbRx5ko71y/WcPJQMt9s0uGiMvDGzhg+N+cTbWuBu20MNh8lODKJ1eExfLAnkc0pxyjtaODceA+3xppoyM9AfaKMxqsDQBdDdXkEbtDgpDLwpiaHuEbRvoaHm+g638blsRYGW44REWFmhUrDLC8dbxzMILKmlrOXWjg91ETXYDPnLrYwfqeLiy3HUe8XC6i7BD4QmtcbD7PfksTm4+W0DTdz/lI7Y7d6YLSSY6nxrPRTM8fHwJKtMazWprEj7wT5LZVUHMsgKFTDdJWRN8IziauooHWolZv0crX1KNroRIKOlGEbbOb8pTauTfbAtRqKspJYZQ+KnO1zxgeGQ6S3NTJ6pZVzw010DjVzdqSZ82eqqWsqp7y9nqHOItISopijNPFqZBG2K11woYCQg9F8pDnM0aFObjAA9HH7ahOtpWl8v1XLS/szsba2MjrZB7daOdd5lNB9JpZMScDlpNCyINBKQMZxjrfVc+56L4zXUXUinW/0eaQ01XJ2pIXzV7u4QReXO08QEWbije1J7Cwop/18Cxcvd3DtRg9crqYwK54P/QRclHre0WRhKi2nY7idW3Rxpb+A/Ru0LPbWMCtQ9DtlfTYuT/bDtTrKUyy8EaBhlvcjQrM0mTcCdDgGmPl4XzyBh0o5dbkPRuuoyE9DrktkdVgc34Ql8L0pi7DjJ6luKuFYbjxvBIqlDGQqAUelnlf3pnKgpJKei21cvdxM32AjHWdtnLsqxgvnO46zM1DLEqWBN/fFsT46B6GojIamIrLSYnnRV7wr6hJkRZUpvgsjIzY6Bhvpu9DKxdEOuF3HiaQEPveIYI5Cg5PKyDthGRirqug53yz6yXNtXL3VC+P1NBSksX5HNJ/sTsA/KZ+k2lNUVR9DH65nqb+ed7Q5xJRX0HW+nVt0cul8NSVllQyMtHPzVg8wALfbOF1/hDCNiReVAo5yAceHhGYu/goNC/0i+eBgAl5xh7CUVdDSeIyoGAvOXgILg2PYmFNAUUcDF8b7YKyaovw0vjYeJru1nsGRFs5f62byTgdDtiP8cECMEZyUWuYFReOVVkzFuQ4mJ9o5d7aJ3gttjI3Z6KvNY+NeI/M81CwJiSM4q5CTnY2cH++Cu/UUpOZhzi6j+9YA0M318w30DLcxfqcf6GPymo3G4ix8g3S8HJKBtaWJS7f64VYXF5uP8oNgFE+hTM3voBRwCbCwJr6Ak8Pt3LrRztlzNrrOtXH1egun6w+z54ARV7kGmZ+Rz4y5xFdV0nmhA+hg0HaMsH3JRBSW0zLczLlLHVyd7OHuSCX5aXG87ycgU2pxUQk4KrQs2JpA0KFSGodbuXallTODjXSetTE42slt+pkcKCHup4Tm/ZJZVr7WpBKSfZw8WyWVRdls3i4gC4zi+7gj5DXW0j/aBbRgK8hl1/50omqq6R1p4dxoBxN3urgxUII1ysJLcoEFASY+PJDE2uQSTl3oght1FJ3IYm1EImvCYvh4gxZXhZYlO1PYU3SKrgtiHNE93MLwtXauDpaRER/HhyoNizbHEpBZQGlnA8PXxTinMD0PU+ZJOm+dAdo5X5+N1wYtLnIjH+pzSWqqZ+RKO5dHbHSdbaRnuIXLN3qBFpqOpbPeQ8P8QBOfRCSjSswn8VQFbfX5HDCYcfLW4CgXcA2ysC65gJOnbVy42EzXmSb6hlu4cr2D6+M2GnPi+WqDhhc8BFz8o/g2Op/ctnoGL9g4PWSj/2Ink/Rw90I52ckJfLrFyjfqVEJyjnOouZJTBVkEh2hwCbLwfdxRjjTWcuZKF9BGd/spyqpruTDWze07vUAfXKunvjAD35165snVzHmM0PzSLRznwEje2puIZ1Qu5pJSarqLiY+K5d31Ait2JxNRUkbdQAtjk70wXIQmLhWPxAIqTzdx4VIbFyd64EYTTYXpeG3T4SgX5/rl2xPZXVxFz/UuJq+2cPpME6evdDBxuZZTR1P4ZoMOmVxgzsZYVMnHKe2o59xYN7ev22g+monmeCm1o31AP7evt3PxUqe4aUcP1y7WcDw5nk8VBj7SHaX4fCcTd/u5M95MR2k6bjt1zHhGySOfodB8wAJ/PUuCDCwN0LPIT8cCfz1LgwwsDdSz8KFjQOIdzUUbE9hfVcfw7QExKUBnIeYoK+8E6ZivsE/09hUwZ7kaWXAM7lknaR2spDQ/nfVbjbwXkUtiax29HcXERGdiKS7meI+N0Vv9MFhCjMmIg0KseeTsY+Q9wxGOdlVSWZjB2gATXxqOcepaD9xppCg5kwNRolPouNYHV2opSYzhk/3paGpq6Dxr4/ylTvFlbclDHqxnvpcGJ6XAHF8r8uxSmgZrKDuUgvd2M28fzCa+rYGhzgI04QYWBsWiyjtJc28JceZY3vOPYcuJai7Tz3h/IbpdepaqHg5g53jpeWNXOub6WjpGu7hxpxdudjA62s7A4CmO5ybyziYrXplltF5sYqD+EBv3x/Cd9QTlF7u5O9FI06FEVgab+FSTjrasgurhLhhv5XxTIQXdjfRe6+HGzWY6ynMI2CaunjnbV9GcQ5PYkn+S1nNtXJ3shVvdTFxtZXCknrK8FNw2qfnvdVrePZDLkZFOJsYqSVHH4h6RS3JrHacv2hi43AuTbQyVp/LPrTqme4m7fAu3JbGtoILW7kJ0EdG8G5zAvooGxunjSutR9m4T6zU9NrmRSoOTSs/CvTkktjUzefc0TLbQXXOYPeFmVgSIK9ROCgEHucDy0FiUCUfJqqhmaLIHblaSGmnlTXc1Dt4RzNkYw9fH6rh8o52RslTWbdPw3Ho1L+/PxNTRwsRoFYUJ8Xy60YLX4XJq++roaT7JyR4b5yZ6uHOnh8mxNs5fbKKxLJdtOwVmewm4bohjc3ENZ8eaOV2VR/AuA8tDkwktqGXkTg9cLkEdbkLmYeJrSx6ZzdXYLnTBrXZGTqWxJlTLc+u1vLUngW15hRxqsTF+uxt6jxB40MqX0cc50d3IyDkbF2/1cXeygbL4WFb6qpmlFJjrpeXlPenobE1cvlpP/ZFU1mw18Mq+TCIbmoFOrvbkE7DVwHxPNTM8DKxJLMY22cX5nmLM+lyymuoYuNDClbEu7tLPxEAJsWod8+RaHAPTie9shTs15KfF8bKnBkeFBhc/E59ZT3Cy9xRFeSl85Wvm+9giWm73w3gN+ZHRvK9UM/uRyfzenZnXoo5xeKgX7jZhK0nlE19B3BX7Gf/johSY5RvN+tjD5LTU0DrSDZOtnC1J5p9bNDy3IY6A3FKahloZvdnD3dvd3LjayvBIPadqSzhUUMDJ9nqGbvZw+1oVGZoo3vIO5x9+0binl9I+0Q/XG2nIieW9YIGZ8nvOXMMcLwMrdmYQ29pI32gXY5P9cLWCzJQYnNwjcA6M4rvcU/RcbeZsWTZ+ITqcg6JxTymh7ZqYnfSHH0ws8lDj9Ghw46Nj3u5U9uYXUdXbyNB4L3fG2zjbUUXvYCOnr3QyduEUeUmxvBsYzdrMcrqvtTHaW4Q50spbgSY+jzrK0bPt3LpaS3lWPB9sjGNDfhm1Ix1cmuiGOz1MjrczdNHG6eEyolMOYUw/SklXAwNjPdy52cFgZxV9Z+oZuNLJtYvVFOck8IFcx4q92aT2tDA21kD9sXTcthp5eUcye0prODfezuXOo2zfY8RRlUDIyTquXq+j8nAiK4ONLNscz8bCas7RxWjDIbZuUj8kNHuvd3O1t5Lm1gpsPWVkpKeg0qQjVDUwcquXu33HORiu5TmfKD6OLaJmsJnz17uZvNvLFdthdu9R84KviXcNeWTWlNM01MaNu72M9lfT0lKOrbec3Ow0fNVphJXVMjTZx92zRZhNkTh4q5mr0rN8fx5ZPa3cnmykoSADz616lm6ysi6+gJqRLu7c7eHacD3tFYc4oDMyW2lixT2hOVLIbsHE9HUCH2jzSB/sgTsdnKvIwGOHjjlygbleOj7QHiKrz8Y5Wx7+eyJxfeh+loCjXMei4Hh2HinkSGs9Z672wHUbQ73lHO2qpanmKMbIBBTWoxw63cHdO830tJWSUF5Nz8ApSo5nsUmXju5kLZfu9nH9dDGRe/Qs89HzriaTgzmFlHfauE43V/qmCs0Y5DG5pDRU0zXWd19ovv44oVmSxGuBBuYdyCWuoY7Bq51cv9ULt7q4fqWVs+ebON1TSWVXPQ2D7Vya6IObNnoqUnk3SMdcb/GEy0t7M9HXNXH1RhuDLScwm628v9HAoh3paGuauEM3I53HCPXXscwvnj0V1bRe6mT0Rj9MNNBQkMTLPhrmKnS8G1tI2cU2xlqPsX+vngWBZj415lM41Ak3KkmNtvLS+nBmKfS8FZZDancLY9ebaC3JwmdHJG/sSiO8so6hS3XUF2WwxnCYuLo6hq50cf12P7fOnSInysjyAAPvabNQ5xVyqtfGFQbgTidXhqqprCoks7iIwo4mRib6gTbONh1h2zYd8+UaZsunCs0clJ5aXtqSSqStnu7LXVybFBcQj2bF4OyhY8nGBPYVFHOsrZHh671wrZGBngqOddbQWJmPxpCAKv44J4a64K6NpqI0vlKocVTqWag5yrEzHXC3na6yHHz89bx3MJvkvjZu3rLRkJPIKlU4S3cns+NoKeWt9QxP9ACt9PTW0dreyKWxdi6fq+RYWhJfHcghvbcd6GKgPIfgzfbrS0oDL+/OIWfAxqAtn137dDirHjnKqtLi6KXhHf0h0k/3wq1WRhpzWLvDxLKdmVhbWsT2F6bxubea+X6RrE44SuqpU3Se7+AWnVwYrqHiVCVdHaVkZaTgrUlHW1nP1bt9XO0tRLdXx2KVuPAs25TI9qIahic6uTJQSnJyAqs2GXlxQxyhxdUM3j3N3dM/LTRlCjVz/M28G1VA6Wkb58a6uXmnj+sdxwnbJzB/oxVlZiH5ddX020VQX3c1VdWVdLYWEB2XiJcxl9SOFibvdjNcm0tgsI5Xd2ZgtdXRNdrJ9ckeuN3F2JU2Tl9oprujiMiDRlZsiGNnWR0jN9s4W5/Pjh9MvLIlBu+0EhoudXDrUjmxkdGsDE1ga34JZS31DI/3AG309tbR0tbIxbF2Ri9UUZQWy3uBkbyrO8LhgXZujjfSejKH0IMmXtxg5m3NEY6d6eAubTQfS+O7dVpe35tFUpeNgdFOrt/qg8sniYuLxtEjgllKI6+GH6F4uJWx0wWotVEsVhj5QHeIjDPt3J2sp9QazUeqCP4hN/NdQiGVlzoYHznFsfQE/rnVzMfCITK6mrk6XEZaegqrowsoG7Bxfqybm3d6GWs9wr69GmTBFtZYDxFfcJLmCx1M0g83WxnqqaCgtIDMipNUnWlj4nYf3G6kOj+NNX5qZnpoWfaQ0EzkszUHWbQ7hd0VdfSPtIsLFDRSlpLIyrUCbx/IwFxVQXlPC9cne+FCNXXdVZzsrKTiaCZbNUlsya+g83oPTFSSERvL6+vCmB4QzcqUck5PdMOdeoqTEvhCaeTr+EKqx3q4eamSTL2J11VqpocksSmngIquOvqv9nB3soOhrip6z9TTP9rJtYtVHM/LZmt0AU3jvXCnkYqUBFYFqJmr0DBbGcWqmEIaLjXRciyFNVt1zP2T5oR4QkJTPL4510u8C+ekFI/OzfUW//nRO1ky+7Gd5XvSEKrruXBLVOsTl2o4VZiJ/3YDi5V2kaHSMMvLyIe6oxQO2hisz0a+S89st3BmKSJZ+UM8PlorbwQZeD0kGu/8SjrGe7nbfQL1Qa1490qhY/7WNIxNDZzrOUGEYOKV0BTCy2sZutHJ9QtlJBmtfKTS8qnlKEfOd3H9QhXHUnPJaKihu6cIQ2IemuJ6bt9tpbcynY+DREfp6K3jfdNRjp9t4kzTIfw26ZjvqWa20sDH6kS8D1p4wyeST0wnKB9soKMkle9CzKzU55Pf18qtO6301h5i21Ydix7J2Omi0rLAT8/re+PxOFZF7/VubnedQGeJ4f0dZt4OjeaT6EIqz3cweaYAtd6Ey/owZm+KR1HQwNidLu6ePk7IDyYWegmsEHLQNbdy53Y31y40cLb1OFG5hzkYk0LgPiMLHjnaIvM3sGyDBUVKIZVXe7k5WsOxuETW7Yvm3S1GXvTTMN3dyKe649SNdTAxUoo59Rg5jbX0NR8jMj2H/Q2t3Lxuo/1IPJ9uFDPlzlRE8V1SMQ3n6qk/msjKLRa+jT5O8dl2bt9qpvVkNv4bxCOKP5Vt2EUl4ORj5EN9HhntLdxkAG53cmWwgkOZiXyzUcc8ubhYscBfx4IgK6vMhTSPdcJIEQfUZlzd1cz1VLMoNJHtdc1cm7DRnBXPPwMj+Ps6PV+Yj1M93sX42UL2h+iQrVXztikXQ3Yuuw+Y+cqQR+aZTm5M2mg4lIH/3mjeCzXxqq+auX4mPogtpv5yOxOdR9kTbsDB/SD/7WXmk+hSusc7udmdj+9eAzM9tSwKMPCRNhN9WzuTEy10H0nkq00apntrWeArsDA0AbdDVZy73s61pnz0x4vI76mlseQw+th8ii52MT5eTY42mne9I5gtj2BOcCweh6sYut7KUFUWntt1zHIL4+/KGFT5tVy/3crpynRWbtQxx0vDTE8LPtnlnL7dyZULdVS31XOmqwiLOZHQrFIaxs/A5SpOJJpw9dHjsOcwh892wlg5cTEWnDzVzJHrWbYri6TOJoZa8wk9EMlru9Mx1zdw6VYHowPFmMPMvK7QMPfRY7BKAWelEe9D5bTdFMsT5SdbmP8v78zY/38fPUsCDXxiyMHS1cmd8Saac+L4NFjDDJWeJcFReMQdo/hSNzfH6ihJTsFrr1iT880NRj7X5xDX18HkeCM1KTF8GqBmurfAgl3p7KluZvJmC/0lyXy0SfvQqqGLSscCfwNv7oplZXQBRcNdMFlFdqqV/8fde3XVdaZpu/9iH+w9xtdd3VW2JDJCKGdZcnbZZTmWXeWkAKxIFsoZZVhrzhWARY4i5yByzjmuRUYIRRQQGa59MHGWXO6u7h49voN5gsYQ0pxvut7nfu7bwUVg26lYrrd38nypnYaEWD5xucEfDmrZeTmViK527nZmo/IPwl7+EtMY32B2Hw3mi8h8Uob7WV7qZ/5BHbeSEjigiUemieTzo8H8Rcyj4F4f0w+qiNKH8aZSwxo3DasU4bgkVnN72cLzkUIuXAzl3aMmXheyMLR0At2MteWg1ETzkX847540sc83iE9Csom2mFleHmDhSSOVGYm4auI4rInmwEkdW0/Gcqy8ifvTXQyWpaA4LWLtquFVF4HXr6URP9zH/GwbdTdj+FCTSVC/GSZrSQ0NYoNMw6syHZv0tyicaKavPA03lYCjUmC9XyiH8xoYeDbE0ryZyb4SokwR7PMWWesRxG59EaX3BmC6hoSYcByUejb5mfj4RgKnK5u5PTfEYk8eV67psHXXs9EnmLfPR+F5qx7LsyEW5y086S8nISKSt4/ocHI3sk2bT87tfphvIDs5Eic3Lc5+4bjkNTA6MwgDBVwNNGDnpsXKTWDTiWjO1rXzcHGQ+d4CrgvBbPYUsPH8tRmQ1cEArI9EcTi3ickFC/NjhVy4EswmVw2rZCF8EV5E/Z0mqpMjeddblHqKf7oOe+jZ6Glkz0kTewKyierqhKVhFqda6arNwNM/mF1qEXtVBMfz67jNKMtLZibHa8iKj+HzE3ocFTr+Yson/8EQPG6kOMrEXh8dTt5BbPOO5FhWDaMMMDlQxLVjBrarRBw8jWz1NrLflEvK2AA8aabq5ktAszKRt3wNOHoH8/a5SGSpZVQ8GoLJRsoy4vnmehQf+UfwsX8Eb2uyMLR1A90M1yXzvp8ee4WI/dF4zpU18WzBwiNzEdcvh7DXU8BOrmWVaygemTXcWenR9D+iZ7vayGvnInhPn0d0by/QQXtpglQtdDfhVdLEBH2MlKchkwfw6mENTseiOV/byr3BYgINJqwPath6PoGLDR08m+3lQVMGHpeM2Mu02CkNvO4fjSw4nkNnQ9jtZ+KtsxHIUsupnByGR/XkRIaw01uPs3cQ232jOXOrljGGmLtTTVpYJPtPBrHTL5hdZ25yo6qZSW7D00YqkiN5zVuHlTyScz+Rzvq6i2z2DOL1i9HsNxWRN2aBxUYKM6LZqNSx3sPAnlOh7NPmkmLphqURFp610FyRhvJcMNvVIms9orhQ1sQT+rnblstxTwFnDyObjflkdzcw3HUL0RDO7oMBrPWLwreqjcmFfibr0vA8I2DnKUVCfKHNIveOmTmGmH9cR05KEu43opHpY/irr44NnqEoCxsYmh1idrAIrWDERq7F3jOY103FNEzUU5Max2cKDTYvcOV1VOj5nlGimAAAIABJREFUKCSbpJ4WLK2FRIWFs0Ot5U8u4RwvbGCSfu625eDnqWOTu47NR0PYdzyWy6X1jC2PsLjYy11zKcH6CN7z0eGo1PNRVCFlj4fhYR3ZYcFs9xCxU4fhkVNN39wQy+NVJIaG8pqPDkeZFlu5jo/iyqh9MvzbPZoeOpy9DGw+amL/1Vj8ihsl/4DBIkSNHidPPVv9pHiQ0PZ2JhlhfqGT/sZ8/K+FsMdTZJ1nCAcza+ieGYHhYoyBBjZ6B7HvQjSfRZZQcdcCs40U5CbzmX8kH50P5Z3jJr65WUHrkz6m+m4RcM2Ak1zLKheBjUejOV/bxiPMjFdncPSMno2+oXwWmEXWbTNzDLPwpJ68tGQ8bkQj00fz16PB7PJPJ66vi/nlbrrL0/E4rmeTu4CVm4iTTzy61vYf4k1c5SIbvYN541IsX8aUUfewH6ZriIuNwNFFg92RcP6SWsfotJmnzWmoz2j59+8CWHUkBtfCOsbvVxEfGMo+Vy27xGwShy0sPm+hKTeO/cd02MkFHN2D+TAwHrU+hi+OB7HdL5T91+I5Ud7E8NwwWG5x44YeRw+pre7ts0mEd3UyxQCP2gsIDAxl37Egdh418d6NLNIHelhklMXhUkzGYGzc9Gw/mfSziuaXbhqcfIPYcyqKb3TZ5Iz1sUQnDckJ/N1NYL23FFX1aXS5dGm4OMj8vWoyU+P5/IgOZ4WeXWdSSBjoYYkumjMS+epwAFZHI/g0qZyOoVpaajM5dsHIum9vsOVaGqZBC0y305oWyYd+0plkh18QnwRlEtbbJ+2zU81UZyYh18ZyUBPNt8f17Dp7k4CObp7P9/GgNhW3szpWuWmwPRqNa24NI3cqiNWEsEehxUb9f2OP5j/xrPfQ4aA2sudsLEdSS6meMAOjMNfJQHMuZy8Fs0MlYq8UWH8mgdPVLTx91kR5TDhveQpYqSRJ7EZ3HZu9pAFrrwpGllfP4OIAj1tyOHtGaqx18jHxWUIlXU86GKy7RVR6IbdGOnl0v5HGsgyOaSN411eH/WGR/SG3KJu0MDPVTkdnE2N9JURGRLDzVCJnqjtYnmujJT+WPb46bJU67HzjuFjTwrOpJkpTI6UNesXhcoOXnnUKLRvO3ORifQuPJxspz8ghsqKWjgddPBiqIDn5Jt9cMPGal56NvwC9jZ561io0OHiF8GVWHYPTZiZrU/E4foP/75tA1p9MIKCji+nFLrozE/jKW8sauZY16lA+DC1nYL4fFupJNEaw55sAtgamE2YxAwMs3K8mwRTB+z4Gtnnr2eap+5VxwAYPkdUH9HwcfIu6mX6mxssQT+vZcDiQV5U6nNwFrN0j+FtMBYMzZhbuN9I81kpPaxFGbQjvXEtG6Otl9lkz5dHhvO8tYC0X2Hw5DUNXO0/u11GQmkNMXQN9Dzu5ay4lKj6OL86EsMdL/w/dgte7S3r/N64m4l9Ui/mp1Be8+KSZpuJkXE4ZcJaLrFNrWeURyrtRlfQ/N7M4kIvPtSBs5AK2bnreuZ5Bxl0Lc7MtlIRH8ZG7lldcDHxuKqB6apjlp02UJ8bwgZfIWt8Q3joZzBY3gd3nU0ke72N2up50XRj7DgTwJ4WAjZuOXecSCezoZGq2hZqEGD5Sa1kt0+B4IhpZQTOT0708akjlwHkDVgoBWxcNO/2TCR00MzvdSk18FB97C9i663FSaLA9FsXhwiYeTPfxaKCBwfF6Gmqy8Tlh4vPAXKqempl5WI7+aii7ZQLWMh1va7NJGe9j7mENSaKJPSoBK4UWp4vJXGnuZmGmnY78WN7y02GrFLH2jON0cQNPlkdYWurj8XglMaYI3lFoeTPkFgUPRuBZI5Wp4WzyDWKDqZTah/0wXoxgCMbKTcs6v3AOZNYw/KydrrJ8InJKqRjvYvJuPRW3UvG4Ec5bPno2/erbSmHw69wjuVDRyF1uszxaTmywcUVS94/XlI2eOmxctOy5lkbMqIW5Z00UR0rjzk4tsuaAyJ+1uZQ8sTD9sJIwfyPbDwbwilzA2iUAqxMxKCvaeT7Tw0RFIl+d0bFGpuEVjygOZtQx8ayVxvRo3vfTYav6+Txd767FWiaw5nwmiYO9MFdPeuL3oBlHYHsXz5b6mTSXkxAZzad+ArbuRl6/GMM3l0PZc8TwG32rOmxdAtkWmEnk4ADMdmCpTObbkzps5ALrlFpsvKOQ5TbwbKmHe82pfO4r8MpBDdYKDf/2jZ4/a/Oonx1k6XkDmYYw3nC9zv/jGYdf+UqPZuVNXnMX+OMhLXYqycxj05UUdL0WmOvmdkMairN6bGQCTmoRRzc97wRmk/fAzMLTGhICQ9hxMIA/yQXWHLrB2mNRnGzs4vm8mcc1yRyKyEHo6YP5boZa87gRHM7b7gI2HiG8fz2av12U5IROPzEDGnw+BI9qSUuI5i13yfTBVm1g7ZVcssdWqlLxUaxTCDi4BWKjMvJFRi19zwdZ7Mnj8jUddmoRR7kWe7WRv6bV0PV0CJ7Uk5cSy3ueAnYKATu1HruLWSQM9MFCIzmpUTi5Cmw9EcPllk6eLA3yrDGDIxdEVit1rFMKrPM18VV2PYPPB1kezOdCgIFXXDUvBE07mRYrRTDvafOoftIPy+1U3YzlM3UAq04mcq6qgYmRUjT+Qex4wQXMBk89G1bMZv54PAVtSydgYaK7AP/LQWxRCNgqRaxcTKjTqhhYHmXxYQMlN2P45IgOO4VkWLRXl83NsUF43ERZQih7fURs5AKrDwbjkljJ4C9A09FDh72bhu2BmUQP/2PQfNtXj4Nci7WLhl36PDLuDsH9GlKDDZKRiIsGW7dA/o9XHL7lbUAXg7XJ/NlXj51cz7uhRRTeG4KZZioyonlN/X0EkQ57NxOq1KpfmAFJvYz/6puIf0Mn0E5bSQK7PXSsdQ/lSGkjY4tDTN+pJT8pAdczehxVeradjebrq+G8c1zPGpcgPg26Rc3MIEtTDWQbQ3lDpcVKvdJu4y5d/qxXrZhHHQ5klz6P9IlBCWYiQ9jprcNWLrD6sAl1RjVjDPCotwD/IwJOMg1r5FpWuej5NKqQ8kejsNTFWEMKn/rpsXOL4OwvzIDWqyRzqVdOpxPZ1wMLjdxKj2aTSpofdgqBVafTCe/pBsyMtOZy6oKBjSvjwNYtjCN5ddxjgLsd+ZzxFtnorsf5RBgfXY7kb/4mXj9iYK1ci/PRCJSlLdyfsfCkMQ3vCyJWCoHVh0R2nE4haayPeXqxlKahPibiIJfM7tYrBZw8DOwQC8i/bYGFViqz43j3sJbNx2M4XdvMnZVLfedfGeStXNC569lxIpT9V6L44oKJt45Ihj/WrmH45tVxlwHutudxykvHJrX0/15z2IRXTi2jjDB/t4asqAje9hCxVYjYywXeCMoj8+4gPKonNzKYrZ567M5lcHOgh2V66C1L5aC7VordWenBfz+qhPLfYQa00VOHk0KDjVzHhzcraXk2BAMSaK5VC1i7CdirornW0MpjhpgaKMEkhrBNKWCrEHB0N/DxzQoang7BSCkmnQEnpYZX3USsL+aQMWKGmRpio0JZfSCAPx0ScPaLR2jvYJZ2mtLi+Pjwdf7oJmDlqsFGaeDL9Fp6ZyVwFbU6/u07gS0nk0kY6WWWPvrL0/E8LuKoEFirFFjvE8aBzHqGZobgfhlBQSE4uQo4uEtKw41esQQ2/WgGJFdIqq9XZTrsLueSO26G6RpiYyJY+z1optUzNjPA4qM6SvKTkJ014CzXseFkBH8LjOD9IwbWyULxyK1jfGmIZwNFaM7pcFaKOHhIVXBnD0nFsV4lslauwVZp4JOUGrqmhsAsgaaDSsBGJrLOMxahrUNyxs1P4rA8ECuFFiuZFnuPUDyLGhiauQ2zDRRlRLPZVceOE0nEvqBH0+qwFmefBEL7upijg/rkBL6WabFXanhFEcRWoZCGSQsstVOfn8R3R6RxZiPTsflIAiHdnczSTVtmIgdkGhy8gth+JoIvrkTw6dlgdnnrcXALZOuVFIQeM8tTHbRnRbH/mIiNUsTWJYCN/kkEdplhvoe7LZm4X9BjJxMkTxelBjvfcD5JqGFouh+mKgkNCmfzNxr2ajKJ7W1ltDkd19NGnP6JxIP/a0Hz+wOUvUxgwxETn+jT0dc0cmdxBJa7GW7K4ujFYJwOiLxnyCP3fh/Td8rQ+QexWyn+0Mv0vdTTSaVnk3ckl+paeUQfA6VpqDy02Ml1bDkew6XGdh4t9vP0YRf3x5vp7yohPCqO787oWScXsFGKWMtMyG6W070wwjJmnk7UkBYdxQcqDTaXMwi29MHTBkoSw9jpJWKr0rNdm0/W7T4YL8OkNeL0E7mns7sOW1c9Hxhzyb7bz9J8L/fvdHB/rJ6ashz8xXDe8RGxkQm/hryVw/dahci2E9FcqG/j4VI35vwkZN4a/iQP5i+6WzROWVh+XkO0EMbrblocPUWs5SF8oCmkZbYfaKbAFMV732l535TPrYfDMNfFSE0yXx/TYbficvjC7EMPERvXMGQ3q7iNmUeWPI6dMLJFIRkMbFBrsfKL5kBGHQ8XB2G+j6nxciLCw9l2SMvr2hzyHvYz+7iWVK2JN1VaVrsZ+DyykPLHgyzO9nJ/vI17o7WUFmZyOiCUfZ4C1jLxV27BL4VNtYC1Qsfm45JsMqGrkxlGYKaVptxEvjmlx0amxe54FH/Pa+LBdC9PGlNxvaBntZsGe99IXFNrubswwNKzGmK04bwl12KrFNlyKo6TxY3cnR+ERw0U5STy7TEdji6B/Mk1mP3aAhqem1l4VI4+IIzdbgJrPUVsFCF8qL9F01MzSw/LCLxhYpubFitXHW8FZJBwp5+l2U76cuP44oQOa5WInZuev2izKZi0MDtVR5oYxrtKqddyrUJgh/9NLrd0MbM4wNxcNxPNuVy5asD6cAifhJczOG9mdiSfo/7BOLtpWa0IwzWpmjtLfUz25eJ1QspItHEz8FlUIZVTwzDZQHFsGHt9RGxVIlankrla18Yioyw9a6Y2NZaPPAWsXXV8FFtC5eMRmKzjVlwIW/xCeC+pmu5n/cx353Lhqm6lnzQBsbub54sWJu938mC8ie6WQoxhMXxxQo+jXPjBGfeXY10yqoniUlUTD7jN8kg5MUFBkvvl72pw12HnauCToHzKnvUzM1lN3A0Tb6oE7D1ErF1NfBtZhmXJwrPRQs6fC2bb93JVdy1WPhF8mlDD+IyZ+f4cvC4HYXs4EPvTNzlb3cSDiUoiAkN4zeMFMOAh4uRhwPlqDmnDfSugGcU6mYCTt4m/RpVQ92AQGGT2YTNNLSWEJd/E9bSI1SHJuW7Dr5xGf3ycFAL7dNnEjw7AkyYq4kPZ7S1tVk4KLQ4Xk/Fv6gT6mXnYRFVHDQUtNZS01XCrsZbGwS5mGAPaqY2K5CN3Df9y9CZnqqQcxIGa5BUJo1RNc1II7A5II8Rigak2WlIjedtXlBy33QVWK8L4MqyU3vkBlua7Geypo7ypmqK2GoqaqyntbsI8NSL1lvRkogyM5rvUavpnpVaJyfEGKqpvYYyJ4VMvLVYHNdh4/NJ1dpCFnlzOX9WxRi4Z86z1MLLhep5USZ+p5WZcJE4KkbVKgQ2+Jg7k1GGZHmThB9CU1DYbfEL4JkuC0OWBAq7d0GGtkA45Th4GnC5nkzTYJ1U0U6JY66ply/FoLjR18nhxiNmWTPz8RemCTSng7BvKwbxGRmYGob+Ay4EGrOUvrmjayUQcZCI7zsRzub2L50sDTHVk433GwC4hj8zBVgZqk/nUV4+T8iWHBQ/p8tL2bBqG9m5YbqOpMIE3VFKf1LqVCBDPzBpGGeSxuZCrx0SclSL27hIcv2HIIfn2IEw2UhIngaadSoedmwllShVDvwJNaRzsFbOIG/mdoLniOvuOqYCce0PwoJasCAnGHNQrbrXHbnKqqn0FNJN411ePrdyEZ0EdA4tjLN+pIC4kSHLsdNf9dryJuw7rUyncaO76ATT3eupwUBl5W8whbaBP6o981k5PVzk3s9M4csXAOlcNr7ppWOMeiWtSDQ/oZ3qimCvng9kp+9Gtfr2HFNnk7LmS060UecdUQPbdn4OmvUqHvTwM7+wabtPP/e58zvno2aKWzgPOSoGNARnoeyyAtCarjxlxdg3nzK/iTUQcPQw4+mcRZ+n9GWiuU0sKMYcLmUSbe2GpmcrsWHYrBNau9BU7KiI4VlDPPfqZaM/jlLeOzWodTmotqw8H8K/f3eBfvtNgpzLyuSENU1cXU/MWHtSl4XVelPYjmYHXL6SRPt7HPK2URkTzkZsGmxX/DOeVaDsH3zg0Da1MMchkRx6nThp57UoGmaNt9JelIDutY/VLesY2eklZllYr/6Z/PRTIKnUwH1xJIaqlledYGG/N5YSXjk1q6Vs7KsI5ml/HBAM87Mzn/BEBZ5UOx5Vv83ZI/g/fJissiO2+QeyJKKP+4SDM15OdHMO2lfxH5/9EvImzWmS9VxBfplbTPvUT0HQXcVDq2egdi6apjSn6GCxJRanWYOeux0kt4uxp5LOkCpqeDsFwCcGCgXVqATt3aU3LGZPWtMT4SNbJtdipgth5MYu825I8+d5IIzWN0hpb3FpDSXsdzfcsLHMHHlQQExbEqy56XjuXSspYL/O0UR4VwyduGmw8dNjLRLadikfo7ObZ8hAz7VmcuCJ9n/W/FW+iFrH3CGJzYD637vwENGUC9u5G9lzLIN7czRzDMN2JuaeS9LwMTt4IZuuhAF51E1jtcxNNfTvL9DJYn4Gbu8jGn5jfrf++ZWvlHW/wCeHrzFp6ng+x/D1oqqV3vOVIPIb2DqbpoT03iUMyrRT15y7i7GlgX1QpZfeGgHaaihJ530XHzhNJxLwg3sRBoWfnySSiLd0/gOZXMi2OagFbTxN7g0pombTA0woMxlDWugg4eUrV8+3HbhLa08ksXbRkJPKdXCud/xUa/nQwgH/9LoA/HNSy0deEa0Ih+Xf6YaqN5vQoPjwqYqPSsVahZde1FPR9Zpaft9OZFcWfj4isUUjwvc5DxE5pZPelTPLG+1igh968RL7wCOLz2BLa7zZRmRDJW766F6oG/jc9/6OgudFDh5NCyxo3LXbukkWys1rLajeRDacTuFjSyMT8MCy3UBQbw9sHDPw9uhzLopnHAwWcOBnEVvkK6HhIERpWMi22Sj2bfBMwdXUyTwd1GfF8dOAGfzggsu10CskjvcwxwKPRWvJzU1BfCmKbTIOVTMMqN8m+fI0iCp/MGu4yBnOdWIoT+fqIiJ2LwBuhBeTcG2D5XjXJBgNOroH80U3Pp0mVtM0MMNNzi2vnRckdd8XAyFGu4Q/fBvFVdCndc8MszXTR316MKSaGz46IrHWVfveal8Ym6HBU6Nl16iZhvV1ML7dRmRDH524BvOITyd+T63i4YIHxWxy/EoKTm4izp4i1wsQHYjGdsxaYqSFKH872bw38PaaUtvlh5h/UkmEI4TVPEdvfGpweImvcY/HJb2RmuYfRxlS+8NNjfViyWHZQaHE8m4B3eRvzDMFCK1UpsXzqreUPB4x8GVpE02w/UxNl6M4aWH8ggP9zyIQ6vYrhhREWpjroab6FEB7Fh14iDi7S+7CSvwy89T/YctvLJBt/yc5ZmrBWCj2va9IxdXTydGkYHpQRFByK06FA1p+Nxbe2namZLkaKEvj2pMC/HNbzjiGPjDsDgIXF8ULOXzTi8F0ga5QCtirJxMW/rF6ScMy00lKYhMspgVdkYXwWUcHQXB9zQ3kcuRSE7cFArNwC+aN3JH9PrefRXB+z5myU/kHYumpY4xmBa0o1E0vDMNNMSXgYb8oD+INMy2rXYP4aVEjLnIWZ+2WIF4LY8F0gq1QidnIdb11PIbLfwtKy1CMRbgpnlyyAf/OO5lBGA08WennSkc5XJ0X+8G0AfzhykxOV7SwvdTFYncT+o3rsZFps/OK5VNHMM0aYHa8k5pqe9a4B/FEmYH89C1OP1MMz2pqN+wlp87aVByNPq6RnYZTF2xVEB+rY7heGvKiJsXkzD2vT8PS7wf/7tcieS5kU3O9nETP3BqtJz0jC5ayBTW6BrHHTShbmL4hg+RE0QzlSWMfQ4m14UE1mbCjOHrrf6aSmw8Y1mG8iS+letPBsvJgrpww4HwhktVLLq+5RyNLqeLzcy4OODA6cNGBz6PvIAQFbhYkPxEKap8zwuBxdoIl1X4u8F15Iye02BmtS+c5PunX9FQy8BDTXKyX3z3W+EbjGFZJn7uAxt4FxmO/E3HILMSyK93z0OCtf3l/xS9Asiw/jTV/JSdFJIbBbmyGpFRbMTI7VktdQQXJ1BRm1FWTWVZBaVUZsSRHheZkcvxLCXnctfzr2+0GzKTWKD/xEbFU6KfLIO4pvk2u5tzzA8nQ7LS1VZFaWk1ZbQUZdBRk15SSVlxBZdAtjdAwf+unYdCqWo9nl1N3uZYFxScHyrIWGymzO3wjlDQ+Rtaqfu87OtGdz5rK0Kf+XgOb0IEu9+Vy+Jkrj8CWg6SzT4uQdyucJlXQ/HYCHVcRFhLHV5Qb/dkhgh38K4X09LNBNf3EyrkcF7JQvB01ntSAZ5URXYH4m9fWEhSZzLrWS3jt15EaY2Oql+zH24LdAs6MblluoyY9ju6fUi+78E9AcY4AHvQVc8NWzVSU5nDr9E6C5R8gk5vdWNP/ToBn54wXTUBlhokGKCfhPgOY+b8lU0N7DxGdB2SS0tXBnbhiYkDwWzKXE3Izjcz+R1Z4xKPKamMPM9NgtzpwNZuuKQ/4vv8F/BDQf9BRw4ciPoLlBJbDGP5XzzT1AH4/NuXgeM7LeNZzT/wxoLjZSlBEtHdrdpQrdi0Bzg0rETmXkvSvx+CTkoM0rJqmqgjpzEwOTFhYXzUzUvBw0iyNi+MTt52Zl6911rFMF8bfkchqnRuFRNdmpNzmUVEXvRC0ZEVG8r9Zi/7K93EOSZ++9GIdvXDba/CJiaqqo7mxk+KGZZfoYewlo3qWfibZcTnpKEL32BaCZGRrEziPB/DWjlt5nIzBVTWJCJPbK/37QfE4v3YUpuMkF1nn8J0BTpsXWPYTdQiG1D8yw3MNgXw05leWk10rrekZtOSkVJcSUFBORkoT8kgFrNz17fwKapVGxfOamxcFTh73cwGtnU0ga7mWWQR7VZ+B3YWVt/c+Aplya6+s9gvnIkEl4YxNDU8PAHcDCg4EKUpIS+Pa4HsdTqeg7JLl8X3Uq36h1bHiBy/r37/j3gmZnXjIuCu0P8YTrPPWsNdwie6wfaKe5OJEPXXTs+mdB82Ep140mbGQi638DNG1VOpy9Q/hcTOZUSgHGW6XkNFTRPNzGxPQQTLXRmPZi0Fx63k57ZjQfrfzZD3u/UmSzXyRHqlqZmB9mcSCfK5GpnCqr5/ZICQH+Qexw/3WU0f+2538OND10OHkHs+dSHKqgWP56QnKTdF5ZdKzcDOw6n0HuXTNL9NCZFs9f3cNwyajnMWYmLXn4nghis0LEyV3ETh3Em5dicBMjecfLyNZT6aSO9MJiHYkJ8ew/FcFXAbH87UY+1Q/MkntaQgx/kWtYvSKZ2nAsggPGeL45F4SzTxwnSpuZY4Ang8Xc8DewRSVgLTfwVUIpjTP9PLOUEHI1lL9p4vn2UjSXS+sZWh7kSUc+l89IoLlWrcNBaeDNy9F8cS0VbUEdD+nn2UgRN/yNbJJpsVIK2KqDePNyLHJDNB/7Gdj8K5dVyRBo7/kMssd7WZqrJyksitcPBrDmVBwupW3Mz5thIBflpWBsZSLr1VpsfCL5MrmWu3NmFgfyOHo5iFcPhKFKr+EeFh5ZCjhzwsA25T+oHKpF1pxO4mx9J8y10pIbzS5vI3uvxHDwWjhveWjZdCWZ6x29sNjH095sfM4ZpYqaLIxDcZWMLPbyoC8Pr4tRfBcYzScXk7hR2Mg0Fh705nPmtB4nmYC1UsDWPYQ/X49DroviLz6SlPiXB3pndx2bj5jYH3gTtRDBu8cMrHOXJuV6lRZbj2D2hZXR/rgfFupIio5i23eB7LqchKGvl5mZNpoSo/hQrcX+bDLa6haeLg6xuNjL064s5Ddi+DIwhgOXQtgqk3I1nY/HcCx3JY7neT258RHs9I7k71mNTM728LAxmc9PGNh0Oopvr4bxl6vxeFR1MDfby+OmFL4+q+NfDorsFXOIH+wHBpifrCZcG4NSG8uBa6HsVIfxVWwl40t9PB3Iw/1SFH+7Hs3Xl0LYfFjPB9ps8h4MsDjfzcCtBL48LrLKVYPd6QQ8K9uZn+5kuCyBrwJi+PJaBJ+FZaPp7IOZNjoKYtjnI/InNyP740qpfDAEmJnoK+LGpShk+ji+PhfCflMBaXcG4Uk9+QnhbPcQsVfqsFVHcaq4kUcMcL8zj+O+IjuORuPf2M4k3bRlJnPkQhgfBSbjG15M14wFZupJC43gDdnKXFMZ2HoqCpegOL46E8xOjxdEebjrWOdu5OP4MqoejcB8C02FCbyrlqo2L6yCqiRZoJSbJWKtjECWWssDennQk4PbhSi+Cojm7+eMrD0Wj1d5G0tzHZhL4njziJGdF2M4cD2CD47qsHEz8NblDLIm+pibayQ7KIK/+MVzvbGJO6PlhAohbFmpsrzo0PRi0BRxVovYuQXyh8N63rmexNX8UvI6WiR3awZZnCgnVBfGG+qXbxa/BM3yhF+AppBJ+OAgzHUwWBrLPk8N/3ogUIqT+Okjk0B/nbuI1fHfD5rNab8Gze9S6pikn6WHZVw/Z2T9Nzf40y9/n5tWyl5VC1gfCmCNKphPgzPRl1RQ3NfG3dlhWOklu3jFyFqFwPojv8jRvKKTsh//q0Czr4Cr13U/ZC+/CDQ3KEUcVHrWn4jjVEkDo3Nmng5Vk5KaztnkAmKaW3j4vIt7vbe4FmBil0JknbvwqxzN70FzvacOe6WBHWdTSBzqZp5eelrq6expoL87nxPcNfUyAAAgAElEQVQnpD60FwHOi0GzlbqCeHa9BDQf9t3C3++fB00HVy17hWySxgf/m0EznHMVjUxwm+VxqaLp5P6TiqabJAse+V2gqZccIOWB/OGgwLazsZzOKCS1uYGu+2aWGYZn9eTERrHPK5LDGfVMMcD8w0pM10LYoxBeCEf/DGg6q7Q4XU9H02WG5W7uNKfyxVED9i+Qzv7HQLOJkswYtvwGaJ70FNjgbmDX1TRCGxoZfdDJ7bFmmturKWqqomy4h+l5M/dqXw6aJZExfPoLV+z1K87u6/zTMXX0sLjcydhIDVldbYx3ZHPsUjDOspfL+dYp9ey9moy2roHRex2MjzXR3FtLQVUl1QNdTGPm9m+A5t32PE57vxw0s0KD2HEkiA9Tauh8OgyzL6po6vggulTqJ/4vBs3eolTkyn8SNMUi6ictsNxIVmQke7++wStuUu/9z9ZZuZTz6CA3sO/8j6BZFh3L57IfQXPPmSRiB3uZYYjnbVmcvKL/eUXTO5bApraf52j+Bmiu99DhJNfwygENm87E4J1UQGJDHa0TvcwzAs+bqEyO4c8XUrjR2AFYGG/L5ZifyHr1i80e/znQNLAzrITiu4PS3MiKYetLpLP/IdB8VEZgUOgPa/mLQPNb10DsvE18ason39LKnfvtDA02UtdSQW5LHS0PBlieaqPpJRXNpeftdGT9GjTXuwus9Qpmn7GIqrsWmG2i0dJIZV8j3eWJfOqtx3nlsmDdivnp/0YJ7f8YaK5XaXE4FYusuIF7t0vRXzGxbSW0fq1Ky2oXPbsvZJB9pw9opTQmijd9Y/EqawXMPBnI59hxAxtcNaxR6dlxNZ3Qhho6GjNRHgtmV0A+RRNmeFhBVG4eAaVl1NTlcSKijO5JMyzUEh8Swe7vAlmjEHA6Ho0yvZLesQriTOHsOZvMpbZuWGynsziB9310OChEHBQhqDKrGVjqZayzhMioPErNteTdzCStqZFxhnnaVcDVcwL2cgErhYHdF5MxtdRQVl9DTVMLc/TxsC8XLz8961xW/v1XMohoqcPSlcfx08ZfmQFt8BCxUwXzRsAtaibN8KQcnSGMDYcCsD4Zy+HCFmYXLTBRxLkrIWx0E7Bx07LpYhJXOrpYmG6nMzuOT48K/Is6lhPFzczTzWBdKn89YsDpNyooGzx0OKsE1t7IQN/Xx9LjBooSY/i7Lp3I9mrKs5M45K1ld2Am8WMWlqZaqE2I4H1fARulgJVnNO45DTyd72SsNY+TaWXU9pYQnppPZGUr0MtoSyYuHjocXTVYqQ28FpBDanc93U1ZuPtJ/be/lPQ6yHXs9U/C1NXOnZYMlBf1vOIq6dkd5Rqs1MHsM5XR+qQfHlcQHBKK3bcC7wRkkHHHzPTTOlKEMD7wi+Z0aTUto230D3UwNd3FeHMOlwoqqOwsJTEhjg+8jLx+VI+DUofzkVhuNLbylH5ul6fi4R+LqrqD6eed9N26yaHARK5WV1JZks7V4EQut0l27ZP1yXx+Ssfqoze5Xl7PvfkBZhbNPLtbTVRaGY3mGsqz4/nYL5JDOY08m+vifkcOx9JKKO4oITkuih3fGfk0uIi2uX7mJqsICzSxTyH1rG28nMzl9m7mnrTSmp+OobqGhvo8ogoLiezvh+lWWnOj2OljZNPFDBI6WniyNMTsYhfDfeVEZFTQPVRJYlgMvvHFVEwNMDNQjO6Sno1qARuFjg2XMonv74WFVupy4njbTc/244mE9XYxs9hCUVoecXkllPXUkJZbw8ScmeWnFRgCTGw9EMhquYDzqXiOF1QzMFpGsBjG66oXVK1XDi7Ol9MxdXSzyACPLEXcuGBki0KStzv+4CYs4KDSscnPxF+uREn9EJ4Cq/zi8CluYX6+k7GWHPzSy6joLCYmJIxdZ5O52NHL8tMWatPi+FpIIaipmqpbaXidElnjJrLzbAKaji6ezHXRkZNBWGEFzeON1GbH85G7iPPLFvGXgKazQmSDdxBvXojk84vSodTKTWDLsUjUqWVUP7CwtNSNJS+BA8dFrFUvno+/BZrOKgGni8n4N/VITsJ9OXie0ePoulI99pAOqPYKAduVYPb17iJr/rOg6SFirQzly7BSzIuDMNdMYXgkHyg1rFJIMk5ndylgXOqd17HOL5T3Lkfy6dlgtimkn209F8+ZglrMz4bheT15KZE4y7U4+/5vAE2dBCseQbxlKuTWQDsT99rpHG6lZ6yN7pEGqqpzuHAlhF0qATsPPRt+EzT1rFOKbDoSjvJWA0PTg7A4BI/qqMiO5Y0VUPjN9fi/ETRVqdWMMMBkfyFX/PRsUWixVgrYu4fhllJB2/SI1NsZF8puDy2r5AKr/gFo5q6AZkZYMFs8BNbIpUPri0DTTh7EwYwq2qdH4Xkj5Zkx7FYL2Mil3rxXD5tQpVczzgAPzbc47y2yQS6F1f9KOuulZ63awGtnI/nsUhhv+OmxchNw9jbxdUQ+GUM9zCz386ghHfcTwXwaVkLvkhTD1ZoRx5e+AlYy8UcpqkrEXimBjtPvls4WcM73e9AUsXPT8WdTAfn3h+B5C40ZUez11mMlj/iZGdB/B2geUwts843Ap6KJiYV+prryuXLZgNOBAOx9I1CXt/Jg1sJkXSqq01peVQjY/g7Q/D6OylYZjld2NUOLQ7Dcz/TDFhpTotl/VMRa9WLZ7HoPHbbqSHxy6rhPP08tt7h+JYj1Mg1/OBiKb14dD+jnTksOfmpB6sP+D4JmdlgQ27yNbNIXUjbRD3TRWZoi9WjKBWzlArZyHX+JKaX6yTDcLidKJ+V026lf7A/x3w+aNSTERmDvEsgqNz1bL2SSc6cP6KWvMBmZp3ZFgSPNeSeV1DNopxJx8pBg8mWg+X0b1tn6Dh4uDcNEKcZgk7RPKKWWJUfPOISWNmbopbsghUOuGqmP/SXS2XWeRradCueTK+G866vHWabF1iuEj4w5JPd0M71oYaEvG9nleI7k1/OYMebuVpMWYmKPemU/Womhc1AKOKgk5/rfC5oduckcXpGsOioFHN1DOJxdS9/MMEsTUvKEtaue7SeSfpWj+V8Nmn87EMjOy8kEW3qZW+ikrygJ2TGRNd/cYMPlFHRmM8tT7bSkRfCej8BqpQ7H3wGaGzyleJ6NfgnoW9t4uizNs6cDlSQFh7DFU7qQc1Lr2OxjYIe3ng3q/33us/9joOmk0LL9UiLXW9p5OlaCVhPGHncdm7wNbPXSs+VkNC6pNYzMWFgYL+bajWCsPWLxLW5hiQFmJsoIuhzCm556tl9NxdjUxPhoFSkRYez2DWZXWBmNDy0s32mkd6iB5u4SQkNj+DCkhNYnFlhuIicmhv1ygQ2nYlCmV9B1t42B2jTkZ/RsuJFNzIgFJuvIjwllu5d0kHNQRnK6uIH7i73cn2iipruR3vpsjl6I53pZI3cZZWG4lAhdEJu8gtnrn4yxqZGR0XIiEnMQC5tZoJ8nw4VcOhfMHg8DO66mYmxu4eHdWvKSonnDW4rk+NngcBew9Qrl7fByep6aYaSAU4HB2LhpsPII57OoCgYXBmC+gazQSN6XaXhVGcq3saW0P+3hkbmAS5eC2a7Q8MqpZC41dsJ8G80Fsez11WP/kk3g+43AaWXhzrzTz9zDZhoqiig3N2HpLcKoD2XnYZH9wQWUP+1n+n4lEZeD2asUsFMJWJ2+yYmqNmZnenjYX0Pz7WYai5M5EJDMuap2wMzd7jyOHzeywyuIvZpMYrramLxdSWJ0BLs8VvJPf7Gx2cmMvHMti5zxLsZbMvG6GoSTWs8WbwObPQzsu5jAxfp2Hs/3MdmYgfdFHf92wMjHugJqnpqZflRNVFAqgXlVdAxXkVN+C2NtG9PPe7nfX0fveANVecnIAhPwis8mJi6CbQotNqoQZPn1jC72MVqWyqnARAK6e5h+3klPTRHFHQ2YhypJiojki8s3udrRx/JcH886slDqEvHLr6HTXE9fdy1tjy3MPu9k9G47/fXZnL2qx+p4PN6VbcxO9/DIUkXz7SYaytLxvaDj32XhfJtQxZ3FPp715+J+Loh1chF7ucibQiaxw33MPO+kt7WO4dFqchJiUYZkEz08CLPt9JQn83cxFW1dE/3d1XRYmjA/MzM31cnQ7WZai5I4eMqEPK0ay/IAjzrzOe8n4CgTcPINx/1WHYNzFp735HPtmg5bmZGdZzPIGutlcbqVjsEW2rsryMxKwz22ipE5C8zWEh8UyXsKgQ1n4zlaUMPg/RY6SpL45pSBtS+55FjvocNBZeJgQilNz4ZhoZP+mjSU50PY5W1gyw+PZCTmmVZG01gDlenx/M1Xw7+fSeJMfQeL0z3cN1fTNNZEXVEKshMi2zVZxI9amHvcRktFMaW9jVgsJUSaInhXLUVrrD8RhVthMxPTFp7d6WDyURNt1Zl4H1+5vX+ZPMVdgid7/2xShvpgro7U+HCsDmrYfDKOG01tTPQXckk0YXtYg/XhQOxPRKMoa+HxbBeDBTf59mWg6aHDwU3DTm0WMSMD8KSR0lgTezwF1ihFnD1ErD0iOJRYxcjiEDxvojg+hr8elQ7JjkqRdZ5Gdh4L4Y2Twezw1rNOqeWPR+I5USGBZn9VIm9567CSSeYrDm4atl5LwWhekc6mRPCOt5ZVcql3xEGu562racQO9bGwZOFxezanroewUSXipJKiKjYfCea1E8Hs8dGzPjCHiIEWxlpzOeYjsM5NwxqZyFq/ZEK6umGukYLkSNa5aXDwDOG73HoGZwaYbc/m1EWB1XIRJ7WAnUqP4/dmQDM1xEWHY+uqxVamYa1nMF9l1WKeHmShO5cLlwXWKCQ39LUeQXyZUUPvinTW/4qAlUJkrVr6brYXVsyA5uvJTIrA0VWDjdrInqtpRHa1MtqRT6AhlB1HQ3jzlIk3Twaz96iRHd5SDJN06NOyRh3Ma8E/5mheEIJZ4yJI1Xt3kbWeQWzV5JM32geMMjdYQqgYJPkM/Jb0aUVWvOpkCmK7BJo1ebFsUQnYK0Wc1CJWh0NQrchLH/QWcG4FxhzdRRxkGnaL2SSODcJkA0XRIezwFLBWSqCpSKligEGmRkvQnTeyUyWyzjuELyMLyBnqYW5xhOUnzdSkRvPxaSMb1AKr/BI4UyOBZk95Avs8RWwUkvrgndACcu8PwcNacqJM7PMzsvWIka3uAq/4xHOsQgLNgepE3vISWSMT2arJ4WZ/H8uYudd9i0uXTezzNbDFN4htZxK5UdXCNP086i/mxukg3vDW4aQWeOVYEleaJNBsLYpjm0LAVm3Cp6iRkbFqbsZFsM5Ng7WLVHHYn1pD37SZZ02ZeB8T2H0tjZjBfmCQ5TtlhARF8I6ntD5t9DKw42gw+05IOd9r3bTsC8onc2IQHtSSGRbEZndReo8/Ac2HPQVc8BVxlmuxVulY6x3L+dJGJhngsaWQAH8DmxQCq93COV3ayEMsjNZl4aXUslYhYKvSYX1uBSYXGshPjcRJJvxwGLc6k0FE34p0Nj0KZ7n0cyeVgM0PZjr93GnLwVsmsNU3nqC+buYYYKI6g2OnpUP7Xv9EAts7ebpg4VFDBseuGKS+MBcdu86kknpbAs2isCg+PByI9S+yvtd76HBS6HjbmEvSsKTWmbtbQcjVEPaqXmJs5SFdGlkdT+JKfYd0FujKwee4gS1qPc5+CQTUtPCcfiba8zl31MhuLx1r1SLWrqH45NYysSKdPe4u4KwQV8a4ln3GvB+/TaiRDSoRK79EjK3tzDLCwkgZMcFh7PUzssXbyK7jURwrrKN/YYTl2xUkhoaw54iRTZ4vdu9cpxJwVBv4NLmKtqkh6C9Ec0PERqHFRiay1j2aGw0SaPbcSsbFTYO9WsdalYCjSs/+hHLJDGioGEOgDjuFFusV0My7LRmcJSdEscXDwGZvI68dj8G/poW7y8Nwu4zo8DB2e+pwVok4qnRs8Day+0QIrx8LYruniLWrjp2nU0galUCzJCKajw4HYq2W5so6HxP7YytonRwAOmgtTkN5wsh2XykL+p2AbDIGe4AeeorT8fTSs9VLxE5lYN21PPLHzTBdTVRkGNYHA7H2DefDtGr67tdTFBXNfrdAVsk0rJKb+MRURte0mVlzDqoLJvaHFVE9KeU+3+nI4YR/MHs8pfG02dvI7uMh7DsexBaVgJNHEF+k19D9fIjlvgKuXpVMqux+AZpdeckclgVK719pZNe5VOLN3Swu9WApT0Ptp2WNi8jmY4lED0igWR0fx2cuGmzVIrZuIpuP3iTC3L0CoXH89bD0961RBbNTX0zzpAUelXJdH8JqFwEndxF7mcgm33iCuyXQbE6L56O/a3lbk0PJs0FY7KAxOYa/HRGwVRjYH5xL+p0BeN5OW1YMX5zWS4oNt0C2XE5C6F2RzmZE8r6Pllfl4s8yZ53VIs6eIXyVWkXL5DDQx1hzLsf9dGxw17HWw8DWk1Goo1O5GBrDF376f2im+X8paOpwkIm8dT2N2CEz87NdjHQWE5WcxsWIFK4k5ZHY2MTglIX5p42SY56vwB/dwpEnVTHKCMy2012eQ0hOEXkDbdwdriAlNoq3PQXsfULYG1dF55MBWBxgYaKarJRo9qiM7L6YRcFd80rZvpCYlBwiGxqx3G2huzaToxeD2CQXeTu8iJLHAyzfLicqwMBWDxF7tQ57dRxXq5t5xhjLSz2M9xUReC2E3epgXDKr6Z4ZkySKtXloM4opNLcxcbuSpJgo3lSFI0us5jbDLD1vobEwG2NWEbnmdu7criYvJY7PfKUok19WStartNgfjeDjzAbGn/cx3ZaBu7+eNQoRO7mBt66mkzRqZn7ZwuOOXM5cDecLfR75I508uVNFYlg4b3lJlQyngCxM/RaYaqQsKXxFyvTy77XeQ4ejwsBXcSVUPx6GpQFmn7TS35TD+cBQ9nqIWLsE8210Gb0LFp6NFHL+VBDb5SKOKgGbS6lcbO4Chlme6WK8PYfjV4JwkEXik1fPQ0ZYeNRIZV4WhrxSiofamRipIDk2mg+8JMj8deVIxEYewgeBt2iYsrAw3UZbbT6GhGTORqcSkFlETnc7D/9/9t77L6pr/fv+R+7nvr/P873P98ReKGOJiTEx9aSeJCe9F5U2lV7sCjbKzN4zDL13GGCGakMFRZHeu6iAYMUK4vv5YQ+KNTk5Rk2yf3i/XjHDzF57Xddae332utZ1Xevk+tAB4iLjeV0Zwf+4xvJ1zH7abvbAzVZODDQxNFBFcXYqP4bnsKOuFehj8noLp45b8d9q4pVwG+nttQzU5LPK38xLG7OIamzk6thRCpKT+Tksn6wBaXFy40ozwx17MMcm8Q+VHscNaXhVNjF+swfGGmg71cSpoWrKcnPZEl/KoUt9MNnJpe5yQvUxLHcL57nN2QQcaQb6uHW1lZGWEtaHRbPYPYL/8U3FvaSWqxNtDB/L4fN1RmZ7CMx3E/nQXIRtSEoyMz7WQFN5NquDDCzYbkFo6QC6uHG2nuZTTQwOHCQ1Npud+QdovTkA48301RSg22jG2S2etftqGOUE4/37iQuP5uWABFxzD1B3vpObZw6RmhjPS2o9czzMrNxspfxMJ9zqZ/xqLYfLsvlGZ+a98DIOX7LX8DpaRnxuMekNtfQNH6d2fx7KDZFSiOAjFtUKtYCjXzI+RYfpudbLrRutnO46RGFRAaEpuWxKziOscDdFrQ0MXWrjwol9RItxvO4RznPBuWytbQX6mbzSzOkGG747zCxYbeDj+HL2nu2DyV6uX2qkv6GUnUI8b+gkEalQ6VngH8+HliOcuNIL9HC5oxy9PgqF0r4T+Agh4OwZyZJdxRQOdMLEMaw5STi6CqzYkI6xrZ2J8WY6Duah3BSJo7uRV3fkYW5p5NLZI+THJPCu5sEhe4t0RpxVAm+Zisg61QtjtVRmxfOOv5GFGmlBtNBD4OXgbCJqGrl8s4fx8zVU7s5Dt8XMMl007+vzia/Yz/6D+XhsiOJ5DwOz1max+XAT0EJ/dS4fBkTipDayyFO63msR+cT1dMPVRhoKkvk4UGSB/XoKtQEHnzg+S9lP/flumGjjdOseomIS+cDbyIp1yfhadmOt20d8ZDzvGopIGOiEq8fZn5PGd35GlurMvCeUUHqqhbG+vZj0ZhyUAov943Arr2HgRi8TLcVs3WmUrqsRcPI083xYKWWDXXBDWpQpVCLOaoGlfrGsLjlK7/U+bnWUstOeEt9ZLYXb/1RUTff1PildfphRCtvSSHZT7Cgir78TbtZQYklG4S7wQmAy6w8dZ/BGJ2db9pCUkolvTBZrY7NYG5fFuoRsNiXlsF5I5F8B0q7FAu9Y3ok/QNtYN5zbz87IWBZ6iLefgQ5qI84+aew6Vs8l2uk9mI/aS9r1eGS4kz2L+YLN+US1tAEN1OzO4FUvKeRcoTPi4BGHt+0Ig/RyoWs32wNMLLeH4zqrBd42F2MZ7LuzI+5rZIFKZKG7ic8SdrPvnLTbdrw8Fy9DFlsKKjjWfYSa3lrqTnXCeDujvZXsry4hXB/Ha+uy2FTdDLTQVSXVw3RQCTipRFZGlpBzsgeuNNB4yIYhr4j0Ugu+26Nx8s1kfVUT0MqJo7l8FGDCQSmwUBuPquAQzVf6YKKdkd4qyvaXkbJ7P3va6xm80gP0cPXccQ6XF5GQlsaXayOZtzaX8PpWoInmikxe1Rlx1sYRdKieczc7OddcwsadUTyvMrJsXRrrDh3nzFgdRwsy+UodzizPeL5JO0DLWC/QzdjJw5SVWggwpqI05RO3bz97a0rYHBLDKx4G3oorp2SkD84fpSQ5hpU+Rhaq7+xonqCPawMHSAyP4iVPI46BKfgVVUk190aPYEtP5FVPuy9okwg+VMtFuhk8XkSAp8hSrYijZyRO22xk9nTA5HH2FqbwgkbyV4WnCcdgK2ndHXCrlgO2VJZr7QJOa8RJlcja3cc4az/qsFYrssIviU3V9ZyZ6Ofm6DGqKkowF+/B1lTP8FWpXy+fqOLQgQI2mRJ4083EW8H5FA51MkkDB5JT+VJpwNHzAQJMLTA3IJ2gigbGb7UxWJvPd4FSxNTDfFqhFZmjTSWwXKolPnGxluqKUpKKyrE01DIwZYvhGg4WWTHExPOar4l5HgkElR9llB5Gm0vZ5GPkBa3k4wq1yHuxZXfZ5mUvkflqM18k7aXidDdMdnFp8CgHD5WTWr4ba2Mtvee7uEkfkxfqaT1eSmxeDpr1Zl7S3v+cctaILPGO4rv8w7Rc7ZcEo8GEs07EQW3ieZ80hLpGrtNB1z4LKrUgCVSNyGIvM1/lHqL+cj8M7CdWjJReIqojWRRsw9LXDjRSV1VCRG4RcUUFbAyJ4b1wKxndrTDZzdjpSgqyM/gpKJIXfeL4Ic5GRp1UR9TV18Ac90je3CrtRE/SyKHUNL5WGnD0MklZc9VGlgalE3a0juGbfdy82kR3cwW55WWkHzjE0YEWLoxLR2uGew6z25pPaEwCb/hE8UJ4GXuGpZfIGWmJOLvqWeCfwMe2Y4yMd3K9czf6iFhWKg0sCUzBt6SagbFG2soz+DZA4Dm/NDbsP84o/TDeyunWfaTnZqHRp+GTUEReTQVFe/Jx8xZ5wTua723VdF7rl8R8uMm+azklNBsZo5vho0Vs2CCyQGvmlW25GI/VcXa8i2uduwkzRKNQCixQRvLqxlwy+9u5STPHcjL5zsOe1Edl4pX1OaT1tHGTZo7nZfKjhwEnrcACr1jejN5P48VuuHAAQ3QcCz1EFntKtl4RlEVCRwsTtNJozebbVXreCLWQ2t/JxGQ3V3sPYS0vJmp3BYd6W7h8sw/G2xlq20tBaS7a4GhWuEawIjQPc1cXXGuitSiFz4JE5mvEu8eZVnrJrQgplKIcxus4aE3lNbWAg1LE2Ssez+IqGi90c2G4iryMZF61Rzg8K2LziQnNua4mPjYWUT7cwYXBWk4MN3HmQhuXLrUzdrULxtu5cOIgmSmpfO4vhXfNdRN5R28l60Q3cAJutnN+6Dgtx0rRRyfyhpfAfHc9872jeS3lkFQA/Vw1xdlpfOEnMNtV4Hn/FDYdqef85ADc6mH8cgtneg9RXJjFD5sjWaQUmO9m4vvsg7RM9HGjezeh64w8r5FCFOYrkwmurGOMbkba92AyxfG6WkrysTRMegsLJ2GinfODx2g+XoYhKpH3PAVmrxJ4RyzCcrob6IeJDq6cq6enrgwxLpG3fEWcHjIhO3noWbQ+Bc/KBs5fa2PwQDZr1gnMUtlDOLxj+TxhD/tPdcCtTkbPNDIwWEdP6z6S4hJ5z1t6C7hAJfJ2/G72XOiH80coiI5iuU5aNP6i0MyooOZSH5w7xoGSXNxColhqr3c30y0eZe4RztHFhTYrrkEmFO7SeaxZm3LYXCPV6DtRX0pIWAzL1QZmrTHxSVw5e0f6pP4Yb2dstJb2oyXsiIznVS/x4SG9GgOztfF8llhB97VWBk/Wc2qwmQtj7VwYa+fKjW5J1DaVo49M4C2dESeVwBy3KD4xlXHkSr90Jm70CCU5aXzjGcHctZn4H2ni1kQz/bXFbNgVxSJXgQ8T9lB5oR8m2jl5sp7WU40Mn6rmgC2L73yMvB1hvf2Gqq3KSpA+lpe0Agvc9czyTODLtEP0jUv1YSfPVrO3IIOvdZF8LBSzZ6SNM+17MIixrLTvNszelE1gdTPcaud0Uzm7ImJYoRGY5x7BnA2Z+FW3wEQL3eWp/DNAZLZSenHzrskm+dblOhr35+GxyYSTUs/ffNLwLa/hMgNAB5cGDpKZlMR7yihWZR2g+VIL3Uet+IdEsthDYK4qhR2HjnLyahdXzjUzPNxA68lGBi+2MNq5j9i4RN7wElmgMjDfI5KVmwopHe7g1vUm6vblod5oYsEqA8s3ZhLeYM/8O9nFjbFmhjoPkJOdzhfr7bVNfzGxj8hClciSgETc08op623h2mQPjHdyZayNCxreCWYAACAASURBVGPtXL7cxsXBYxytKMQ/Io7XvYwoPPTM3ppLSF2rlLm6toTgXdG8oDYwc42RzxN3c/B8L1w8ztE9FjQ7o1mmFlhoH38KpQHHwAS+tB3j9NU+uHqMwowU3lYZmH/f7vq0tnoYWbkhg7Dqo9QMdXB5Ujp3ePlCE0ePlJOYnIW5qYnh8+1MXGik71Q9Db31dAw1M3z6CHvz0/km0ITTvedQtSLOWiMO67PYtq+KtjMdXJo8Ie0anG+kve8oxTlpfBskladx1Eby1o5cjEeOc+paD4y3MzJYT3NfPV2D9fS17icnJYWP/BLQWvaz+0QbQ9d6gT641kpn/3GOH7DwXXg2vtaDNA+3c37ihDRmLjbROXCM3YWZrFkvvYBzUIs4+yewKnMvh062w61uxi82091fR+tAAycHjlJ7qAC/YDNLQotIbG+Bm+0Mnmmk/0Qdzf0N9I40M9xdQXJ8Aq94xfJeZCnlPfWcuNwjzfc3OhgeOkKh1YLflgyE6mMcG+rg6i2pj8fON3Do6AGyCsvY01VHz5j9e+MdnBk6jHVvMZtMxZS01dJ7aeqzTkaGqikpyydgUzrhldUcPt3OmN1uVy82cbR6L6mpeaR3tXBhso+Jq+2cO9vC6LlWzk5xvoWz51oYGjpGuSWPkJh84prraR3t4hZSdt0zIzWU2XJRBUg7xQtVIgpNHL57axgcqcaWmXT7zNjDxoKjysgy32Q27q3i0Kl2zo33Ab1MXG6hqbmC1IQkVqWWkVJXz8lLU8/JLs70VnN4TzafhOaydU8l7SMdjE1K9rx+vpamWhveW6JY6qLHMSgNv7JqTt3ohfF2zpxtZuhkNQeLclifXkJ6VyfcbGN0oJqaY/upqK+muq+Fwav2efxqM60dFUQZYvmHxsDsgHQ27KuRQvTGOxg7W0dHVRl5lYco6Wph8Krd76630tlzhIK0JD72Fljgm4xn/kEaLthtdaubycvNnG6ppLa7gVM3+2Csge76/ZRarSRUVrGnt5WRG1KfTF5poanlENnJ6URU1dB6rhMuNXJysJ7m3npaTjUxPHKcun15aO3P/gUqkUUBibhl7aPiRLvUrpsdnDvbwvDZVi6PHKP2sBVvfQHRBw7TNtrJ1VtSP149V0djSzkhW6N5cVUMKmsVPZP9cKOdkdN1tPTV0TDQxMiFZkZ6KkhPTeafXgYW+sTyZeZ+ytsaGb7aK93r9XYGGg5SXJCPqbqaipPtUlI7erh2sYma4/tJTcxGqDxMxcl2Lt6UPrt+qZn6ur3ExyWxKmM3uY0NDF6+4+uDXYfZX5rDT9HFpLa2cJN+uNXDxOVmBrqrKK4+xumrvUAnY/37yC4rQSg7QtvJFi4jPTOvn22mu/cw1sJsftIIUi302/OUwN+ViXjYjnDqwnEq0uN5zUtk/i9kwXRUmvhHRAHJba3ctNv65tVWznQfZG9DDS0XJLF5qfsAZZZM3LP3kt1Qz+lp9zbUfZiK0mw+CrUQWnGYjvtsU0bI1mhe1cTwbcpu9py0ZyFGWiucPVnFvpY6es51w3grQ32V7C2z4LPBzHKNeCeHhUZgvi6a1yKKsLQdp+diD5MMwEQnZ4er2V+3h0hbJdXtjYzesI+JK+0MtFWQnpvBexFWUhtq6L7QzU0G4GYX58/UUHnYipeviWWeSQTsO8bp8V4Y7+LqxTrajlpZv8HEYo2Zt01WMpqapOfgtVZOnaynpb+B/lPH6WoqI0KI5f0tafiWV9N6qvW23W6cbaan9zA2Ww4/a+3nItUmVgZnE1ZZw+mJfvu6tJNrZ+vpqa+kdqidi5Pd3Bg9TmNlGXnWIpJrazg+2ME1+oEuLp1roqaqmO2RSXxqOcKJC21MXG3l5KkG2ntraTnVxNCZWpqrCvAONrNMIzBHZWTFlgw27z5M23lp93vyWhtnRloYPd/CpdOVFFotaI3FWNtq6bnUwy17H48OH2N/RT4eOiMveqWib2jkPH1MjrVwcqCO+t562oeaOX++gZ7aEkLFWF5SRuC0MQ3v0iM0nWixj6U+Ji600lVpIyItE3VRFbV9zVyc9lnv8f0U7SsjrrGexuFOyTfpYnSkgcq9BYREpaC0VXKsr5nzE9L3bl5qo7dxDwnZWfyUsp+jI932eaSbiYt11DdWsruxgev0wfUmTrWWssWYxzZLBXVDbZybkOw1eamJroEa9tqycd8wPYRbCo2f452JsbGB0ZNSlQsHtYiDSkShi2VVRgU1F/rtO9VZvK/+SwpNI44qEys3JuOWkIevKQ1lbB4bcooJKywhNL+I7Zl5eOrjeVcnhQVMnSVa7B/HJ2Iem7NtbLPYCE7JxiM4iuUaA7NV0jkBZ89Ilm1JR5dsYWN0Mh/5iVJdGY0onZHamYlPqpWQvGJ25hWyPjKJj/2k+ksLNCLOGhNvbc/AK6OAteZkPvaSMuQ6a404aaL4KCKbwIxcdKGxvKaxn9/Qisz3juMzMYct2UVsy7WyLTUL9+3RLFcJLFCKOGpElgbG8bnJwpZsG9ssRezMyEW7I5oVGj2zHvrWT2Shu4GXt2ZgaG3l8o0mmixpfOttYK7aePvtlJN3LF+ZclmfU0y4tQR9ngXv8Dj+oZPqeTppjSg0RlZuTUOZWsjWhAx+WGdiqc74iMWNhLPGyKtb01AmFbAhOpnPA0Tm2/tLejsfxbs7sliblU+AMZ7XvKU3fou0Ig4+cXxoyGFjWjbK7dG8qBaks0QakWVrE/k2Kp+tOUVstxSxPS0bj2Azy9RSKNejzik5eEbxakg6Psk5aIQMdPH5BFtKCCsoIdRiIyQ1C48d0bxk739nTyNOaiMr1iWyJrGQLVkFrI9O4mNfEWd3PXN9Ynk7PJt1yVl4hETxvFpgroeRN4JTUabYCMkrQV9UhmgtYmt8Kl8GmVjkLvD8ukR+istnQ0IGqzaacFZK4U5Sv0SyYn0K6tRCtmYXsC46mU/9RRxdBF7ckMTq2Bx0YbG8orEvPLUijr6xfGDIZVNqDuqd0bykkULQFFoBR/84PjRa2JJm9xsvaWw4q0VeWJfI97EWNsan8eMGEwq1ZB8HTRRvhWTgl2Vla2YevkI873gKLHQz8tr2dNRxWbiFmFmiFHBQizjpYvg0IgPPxDwCkgoIKSxFLCohIteCX3gsr+oE5ipF+4RnYplfAqviLKxPyuCH9ZEssZ+fXOwTxbth2QSmS2NtV24+QWIC73kbmGM/H/hr5orFOul8tKMuin9FZOGTZmW7pZjQgmLCCorZlVPAuqgUvlornSecbz+n5ugfz7/EPDanZuOxzV7AXC2J21c2p+CamM/G2FS+CRJZOJUQzD7eHDwEXtyQxsZjTVyY6OJcXQE+W4zMdXt4iPmUEFgemIhHehF6Wwk7c6xszbKxs6AUfWYu3qFxfG3MwTsujw2ZVnZYyzAVlyEW2tgSl8pXgdKulIP2/ky8Cp0Rp4BkXJNtiNYSduVY2ZptY0dBKYKtiGBTAu/7SckrnNUCThoTr21NRZlQQHBeMeG2MozFpRgsBQQak/jQx8gibTRfROWz01ZGuMXG1iwr2ywlCLYShJRUPtiSzLfRhQjWUkLt97K9oBShqJjtUUl8HGBPlmE/++noG8dXQg7rsmzsKixFKCpDtBazIyUT12AzL+pEFgQm8V1kDhvT8gnMLCLCVoqxuBQhv5D1xgTe9RaYqYri9R3ZBBeWoM8vYluWleDcEsJtNjZHp/Ld2iQ06cVEWO/08a6CEkIzC1gbnUNIQQkR9u9tzS0hzGZjS2IWq7ZnscVSfPs3t+YWE2YtIjg+je+DElGm2gizlrArd5rdsvLw2pHIj9El2AbaGLvRwaWRBk6cbuDkYAMnT9dzcrCB0xe7ucUJJvoPUJCdjWd2CREFRWzLtrI1R7rOtthUPveVwgUXqI04rMsmpqWeU42lbNtuZLbqUSFOUmbMpd5x/JxoJcxWSmie3Sb5pRjy8gkIi+VjfQ6BudK1Q7KshOSVEG4tYldiCm9vTmVNonWa/xSxo6AYfWYm364zs1QlME8dycsbU1CnSL4QXlhESHI63waZWO4fx1dR+WxJy8XbnM7qXSl4JBayo7CUcHtbtllKMOTn4xUSZc9mbubN4DS80ovYZilmZ1YenmHJuMXls7Ww9G6/K7SxSYjjH74CM91Eng+I58cYC5uybWy3FLEjKw+vsES+D09HnVLAxqQcPMVUftqWjJu9HWHT+8RSyLqIeL4xZEprjLQCggtKMRaXYbQVszMtk1WbIlmmkUI7F2ul0GNn31i+NGQTlGlju6WY8MISIgpshKRksnpbLK+uT0WdakMsLGFnttSPOwtLMOTl4LrOzGKXWLTWKvpv9XJ5+Cjl1hIiraUIthJCM/PwDo/jbR+Bee4GFN5RvC9aCMkvIdxik2xmKSEsp5AtUenoMmzsLLzjkzsKSonIshAQnowm1cpO692fGXLy8AmN5WMhlw15JYTnT/cDG9tiE1npF8M/w7MIypLub1e2BR8xiQ+3pKJOLCA4p5ANcWn8pE/HNcGGYC1mZ66V4KlrFNvYHJXMh1rpGa+wP5OdlHoWbc5FqK3hRNduQjaZWPaQRC93oRFw8o7m/bBs1mbaJD/JLSBQSODz7Smsip1qUzouO+L4UMhjQ540xm/fW6GN7XHJvLU5FY8UG8KDbLPezDI3PU6+sXwm5LAu08a2vCJ25uQTZE7i813puMVY2JqWh290Oqt3xPG2j4kl06MMtCIOOjMrtmay3lKCoaCI7VnSGA+12tiRnYdnTCFh+SWE5dkIzrKyLb8UfUE+gaZEXt+aQUBOMYaCYrZnT32vmND0DL71MbJUbeLVkHQ0yfbnXI4FH308b3sZWaQyME8Xxbs7MvBNs7I9vwS9rQyjrYTwLMmvXvcUUAQl8kOiDcEm+cYduxWxJTqZj+x2c9JKicle3ZKCKqmQ4NwidlhsBCdn4bEtgR9MOfimFrAhIQtlWDI/7kpDl1VMRGHxnXm3sBRDRjbuIdG8ui0Dr4RcgtIK2ZJXglhchrGomND0LNyDzSzVSM+LxVpp/nthbSKroy1syi5iZ34JEYUlhOdb2RiTwucbY3krOIuN+VIfb8uamkeL2ZGcxicaIy94pyE0NDFGJ4OtB8nOK0YoKkOwFrEtORO3kChe0grMdTewdG0C38bbMFhL2JUr2WV7QSkR6Vmo9El8GWslvPDuzww5+WxNysE3pwT9lL2yiwizlhKWlI7Ljni+iCmUdEve1PfKMORb8AqPZZlfPD9EW9iUU8QOSzG70rNx2ZXIv7ZnEJhhJTjTQkBUMh9uTGZVVAF6WymhuXfmL6GohJ0xyXwaeCcplUIj4KQ2slIoZfeJ4zQfzMfVyyAlGtNKz4hF/lmIdU1cu1rDnpxEVqh/zUv9P6HQXOxpxEltYI5rBDPd9Mx2jWDmmnCeu409e9Y9uwdT5Sym/m6GvRyJ4z0LM4XKwGyXCJ5zlRaet39DK2V3muly5zoz3Qz3vXFzVOqZtSacGW6Gu84WLNZJh3Znrolglrtw1wS6WHt3256b1jbpu/e3/zkXKRPjve2/d4Ex31XkH9st5A12cv1GLXvikvhIeXd4nUIjMM8tghl39aFwXzkIZ5WBOS5S+x520P1BOKkMzHYJ5zlXqf7h9O8t9hRxUOqZsUY6b+V4T78sdI/guTURt+91qj+kLJz39IdSEsUP7487tnBSSQWLZ7npmeU6/d7v7tvpfueslorQP7cmghmuBubbS+ss1go4eOiZ4aJntlJKtLDYU7rvOS7TfTOcGfY+cLaXWJnnGsFzLnrmqKQXEountdFZbe+3qeupp0r5GJjr+mA/cnCP4DkXqdzGvX15+zPltGt5SmGm81ylsjBzVXfKhizWSbaZOeXvUz7hacRRaWC2q73Pp7V5gYeeWS4RzHSJuGtMznQX7srCt1hnRKEVmOsawQyXadf1lMbaQo+7/XGmu/DI3fOH29o+dtynj927x/C8e3YBb/udyz1+Z+/7OdP6SqGb7m8i89yMvBViIfdUBzcmGqhKS+YzTQRzf2HBtNhT6o+7fPqe+WC+u5QdcIbL3f46Y9q4eqjva6Uxft9vr4lg5j3ziEIr2X32fW2JYObtuVVkobv+nrnXjpuUsGWB+4OuFy75wr3z7n1z0PR7t49r+9885xJxjy0jmOFmsIcAizipHtSuqeeC3efu+XyGawSzH3g/EcxyMzBfZXiw/zziN59bE84MDxMvb7di7T5Ow5FS9FGpKE0Z6MwZ6ExpaCIzUVsOSvVRL1SRmRjF31eF8bfV915H6jNHpYEFujh+sBym51Itx4oy+UKt/1Vp6aUSHw9op33udFDq7fPNvX0rSImgHuQ/rlKCFYWn/cWlysAsl+n9as9QPPV9F+m5PdfDwJyHtGWOPVnWkrvmn3D7eDQw1+3eZ77dTh6SnyyxrxHm3vV8iGCWh4G57nqpfS5SCay5SuHBv+cSwWylNG/MfsCYm5qzne4Zc872CJIH+7GAo0Zq/3396KKXznt5xOFtO8xpujnTXEygMpzZP4fx/03dw7Q5eNFUmbd7beYi+foDfdJVekY98DMXaaw5eOjvsuF0H3TSSBE3d68VpHOfs6Y9q+Z5GB4638xyn56pXkpENkcdw+rCKjrP1dG8J50PtCJOql+5k6KV5pq7nxcG5nsYmONq90M3ydaPvDf1Q9rscqeM3oPWSjPdDMz3sM+XLtK/5z7kmMTUc/1BbZjhomeuewQz7rPntKzb931Pmv8XaKU52VE5/f6kdcDtNYJWKif3QH+x/53CHh31y3aTbOegvKdNrvo7Y9Qlghn2f89T3rHFvfPHPJX0ouFBz7bp67rp13VS2Z/D981VBubbzxk/sI/d9MzxuHNG8xqtNBRm8NUPO/nv1eH87fY17c9ETyOLNA95lrlKdl74oM9c9Mx009+3/pvyxXkq6XsPHoMCzvZnyl3/30PysxnT/G6hWloX3G+vcGa4S1m/F9ttv1Ap4BSQytZj9Zw/U0lucgLLXO3Zk7Uizlozr+2yUdhdx4nmEjZskc6APjSnxFPgiQlNmV9CynTooBFR6ARmu0Xxgb6MmrFuJi9VEhMRy0pXw6NLksjIyPwGpPO/7+vLOD7Wya2Lh4jSx/Gyi14eb3817GeBXtyQya7jDVy8cpSi2ARe+zGUv3sIzFcamOsazt9dDDjqyyg708nkwD5MEVIo0/0Pdykj4jx1NJ9Gl7J/uJ2rfXvQ66NRPKL8g8wfB4X2EeVNnoH2PXbsWennaaN4P7KMPadauTywn8gIs/Sy6xla4Mr8WRBxeFR5k6fevt8BrcBCpQEHv0TW5Byi81ILp48V4LVRlOqfaqXIxsV+qWyvqqaru4LkmHhWKh91HOPpIAvNZwCFVgpVfdE/kuWeIk5u4TynSeDbrCMMTXRypc2G51YzDu7ywkRG5nGyWCfi6BHO39RxfJJWxclrHVxrt6LcYmK2q/DMnHGQeUJoBeYpI3lju42yM11AI9X5mXyv0zPfTc8sNwNzlCZe3pjK2oPHOHGhnoayHH7yFh6Y1MdJa+R5/3h+TCyj+EQb49frOZybxhfeBuY+Q6FNMr8dJ5WB51ZFo8yv4iTdjLSUsE5jwMHVXvrmGWjj48OeKTQwga/iSynsaYdrdVRPlYDSPOw4kIzMf4BWYJ6rAQdtCvr6Rq7SRqMtk+9XhTFb+YgaxH9UtCLOOhMvbkpFm3+A2nOdcPYQKdHxrHQ3SNFaWqn2+NKgDHaVlWBKSuUjrbQb+qytW2Sh+dQRcdZGsnxtMmvzCgmJTuFfniKvhlowNjdz9UINBzKT+aevMO1MmYyMzONA4RnJC96RvB6Wy+bjLdy82cmF4/lodphx1EgvgZ52G2WeJCIOSpEX16ay8cAx+q90MT5yhHJLFq6bY3l9YwIfGyyYD1bTe7aB9qoCvLeYcHhQ7TKtwFyPKD6JLGH3cBc3b3ZyvsmGT7AZZ3fhdui6zB8ZE0v9ong5IJWt+45xll7GevchBsfxQZCZ571MLP4TzSFTBeTfMJZSeqKdicluzjYUs3mbkYX2YyRPu40yfzK0RhZ5mVjqG8v7wXmkdbYySSc9B6wEBJl5LdDM0qfdxseMQm1ggW8CP2Qdov1yD7cmm2kty+LHIIE5ynvyRniaeNE3kmVexjvnp58xZKH5lHFSG1jkG8t32QdpHGnn4tnjVFXtp6SxllNn66grz+bHtSac1aK8MJGReYwotAJzfVNQZe+haqCRvovd3LrZw/WRWloq81FvNzNfKe9q/tVQaI04a02sWJ/KupJDNI22ceVyG4PDzfQON3FiuJ7ujkMUWzJZsykShfrhJXucVAJL16fhV3KQhq79RItxvGFPDPS071PmP0PK/h7FJ2n7KO9s5szlLiYme7l5vZPRkXo6Gorw2RLF8+6GP9GzW0oy8nxQEj4llTS07CMxMYEXVYZfnexNRubfwUlpYOn6ZFQlR2g+1cr56z1MTvZw/XIHQ0NHObgnh6+9jCz6M62RtVKG4Nd35mI4XE1LrY3AnVFSdvx7x5nWfuxO/exGE8hC8ymj0Er14d4MLSClrp7Ra53cuNzMUM8hyq1Z/LTeJC1k5DArGZnHjIijVzTvbk9DGZON2pyFe2QW7pGZqCMSeC/IhJPmUVlnZf6sKDRS6vjla+P5Qp+JKi4X74Q8/BLz8I3LwjU8gX/6S2Jjqr7oA39LK+KoNfFCYByfb4/jDfuCSH558cdHoRVZ5BnJyuA03GJy8YzNxiMyE4+oHHSJOXhFJvGBfyRL/mz21oooNEZeWBvPZ8Gx/MNfqiX61Nsl86dEoRFZ7BvNu6GZ6OJz0UZLz2llbC5eidkow+N5zdPIomcwZPQ/vW+FZyQrNybw5ZYolnsZcfiDjjNZaD4DOGtFnDRm3t2ehjrewoa0PPxNSXwaaMThvsxdMjIyj4upDL2zXKZlDXSRMikvfJSAkPkLINqzND8gi++0rMe/7CNSVtc5bvdnVZf54+OkfHBG1BmuhjuZZp+Bdj5uHFUG5rhLWdWfdltk/uRoRRw8HpQhXMqq+6c7o2lHqmlvr6bwB95skoXms8KUQ9lTRc9yv6dMi4yMjIyMjIyMjIyMzB8EWWjKyMjIyMjIyMjIyMjIPFZkoSkjIyMjIyMjIyMjIyPzWJGFpoyMjIyMjIyMjIyMjMxjRRaaMjIyMjIyMjIyMjIyMo8VWWjKyMjIyMjIyMjIyMjIPFZkoSkjIyMjIyMjIyMjIyPzWHkiQnOxTsRJLTDXXapX99yaCGZ5SPUhn0qdOq1U12yuu56Z9vbMVoo4/UnrXT2qHxxUBua4RTDTRaofOFsp4vyE7KLQCCzwkOrUzVgTzgxXA/PVT94P5rjd8YM5KskP/pz1E+1+76a/y95PbRz+Gh/RijgoDcy97aN65ir/WnXbnNQC86bNnTPdhWfaZjIyMjIyMjIyi3RPSGg6e0ayIiiOT3emssaUhTo6k9XbYljpLeKofYzX0Yg4aow4P+rvtEYWeZl5ZX08X4Sm4RKZhS42gx82R7NSIz76u7+AQiviqJaE2tM27K9qr6eZ1zYk8FVYOq7mbDRR6fywxcxyL0l8/K7X1hlZ4hPNu1uT+N6QgSomB5UhiY8DjSi0v66ouWTv32gzrZHF3mZe3ZDAV2FpuJqz0Mak8+3GaF7+D/3g32+LiJPm8Y6FB/aXZyQr18XzRVgaLuZsNFEZ/LQ1ihVPwN6/yUe0RpZ4mXljUwJfhks+qjOn8vWWKBZppc+fdht/rX0dNb+tjxVaEyuCYvl4ZwqrTFloozJxD43jZR8TzpqnI7gVdn91etr9KiMjIyMjI/NM8/sLTa3IAr8EViWVUt58nIGL3dwcb6NrdwbfrxWYrXoMiyWtEYVGZJGXkSVakUUa8aFCxUkl8sK6JDS5e9jfWsfgWDfQyJGcDL5z07PwV4qce3HWSIuvZV4izppnX2wqtEYc16bgk7uHw90NnLnay83LDRzNS+R9P4G5qt/x+hqRhZ5mVu7MJaqikqZTLVyjj2s9ezDrTb9qUa7QiCzyNLJEa2SR+uH2fhhOKpHlG1Pwzt9HZXs9Z652A/XsT07lczc9C56ULbR37nWZ/b9/i//9sr1FFgYko8nczcHOOoau9HDzWhMN1hQ+CRCY8zjG4WNFxEFl5KWgFDaW7OdAdyOjV3th7CjFlmQWq0ScNE+7jb+m3404qqV5QXqh8O9910kTy0/xNnIba+g71w03WjlTZ+HzdZHM9xB+F195ZJs0IgqdyBJPI4vV4h9H7P/OLNYZcbZHaMzzMLBALeKoFljgob/97ydtKxkZGRkZmafN7y40FRqBBetS0ebs4XDHcXov9cJEO717Hp/QdNaaeN4vlu+jMtGFJ/CRz8OFnqNS5JUtqawvOcChllqGrvUCTRzN/e1CU6EVcfKM5u2QNIJiU/hyg5nntU94V+zfQSv1j9PWLDYX76emt4HT1/vhSgPHn4DQVKgFFnpH85bRSnZ1JU2DbVzjBJO9ezEbflloKrRGlvjG8k1kBjpDEp/4SLvY/47dHJUir2/LYEvZIY601TNyoxdo4EByKl88QaHprDHywsYkfjZm4B8aw0pvI86PW2xqRSkEdVMGgYX7ONpTx8DVPrjeTLMtmU+fUaG5UBnJKxsyiDhwkP2djYxe64drRyn5gwhNhVbEWWfmlQ3J+MWksSokhhd+9bwg4qwx4qhNQJNZSmFrLZ2jPXCrnbP1+Xyx9ukITSedmXd3pKKJSWfVukhe1D3D89yTtLXOxFJvM68ERfNaUBQrvE286Gvm5aAYXguMYoWPicW63+clkoyMjIyMzLPKEwmdVXibeckvik/EPIytbVy/1krvngy+ewxC01ltwNknho9T93P4dCujgxXExSaw3F144IJdoTWy1CeSlwLi+XRXAZb+NsZpojong29/k9AUWeBu5M3tTm4gRAAAIABJREFUucS3NTN6rp760gy+WWd8phbvCu3UTqv0Zl2hM7LIJ4pXAqL5Mq6YzBPdMFbPsbxE3vu9dzS1RhSeJpb4RvHO5kTUxYdpudLHrZ69mH5hR9NZLeDsZeb9xL3sG2hl9Mwh0pISeVn5YHs/vD+MPO9j5qWAeL7S2ygZ6mCChie6o6nQCszRJaEpqKT3Qiun2ncTGmxmhUZg4e+wU6TwiWKFfxSfR1tJ7O5k8koTTc/sjuZU6Gwkr26I521TGUUnOuHGMYry/ghCU2Shh8hL69LYWV3LyYst9Fflo91qYq7q1+9uKXSRvBIYxcvbc9l8qIGbt9o4U2/h8yctNLXSXLt0ey6hNY2MXKyj+WAO3/qbUKiEv7bY1AjM08XyYWQp5f0N9Jw8Qk58Blsyyyjob6G35xB5mcm84S3tbstiU0ZGRkbmr8KTyTqrFZm3JgzH9alsqG3l2rVW+h6X0FQZcPaN5av8o5yaPA3UUJSZzMtuDxceCq3ArDUCi3wzieto5QZNHP0PhOZ8VyPvRVgpujAA9HL5cC5rNorM9Hg2Fu+LdfaEIm565noIONhFzGKtyNw14SzZkUdkV9eTE5p2HD30zFMa+TDjIMcv9UHvrxSa3lH8K/swXeOngVr2WVJ47SEvFh6FQiMwc7XAsqAcMgfaGaeBiicsNGd6prJuXz1wCs5XkrQzipUagQW/R0iiVmTumjAUW7MJa+lg8koTzc+w0JRsZGCOu8CMTYWkdXXA+B9HaC5wF3l5YxYJfV3ASWgvZuN2I7OU/47YEHH0COf/6JJxK63l5q02Rp6W0FQZeCHMSlJfH9DNlbZCXAIjcfb4i+9qagTmeMXxafI+2q72A12c3FtIUnkF1VdOAm2crs3nZ18TCqV8tlVGRkZG5q/DEytv4uih54WtGQTXP16hqdCKKLwieXVbJr7pNnZkZLEqOJrnH/nmWGSBh4mX1maT3PWfCk0jTmojy9cm8nNiISE5BQTp43jTV8ThmVgIiyxUmvkowoLh4D4SrXm4+UfygloSc44eBl4Jzye258kLTWe1gMLTzBc5h6gb+3VCU6EVUXhG8nJwBp5pNnZkZeOyLZplv2mnQGS+u4lXN+WRe/LJC81FOhEHXTT/DMthU56VLYnpfB1oYtnvGHbt4KHnpZ25CG1/DKG5SCvgqDXhsM1GVs8fSWhKYdHP+8bxdXQ+W3KtbDYn8WGA8d+fFzQGZvilod1d9/SEpk46n7kkKIFvowvYkZtPUGQib3kbUWj+4iGhWimR1wvbMtlwpJ4L15vpLslGFZxO8OEGrkw201mVzSc+Jpz+jd1sGRkZGRmZPzpPT2juTuNT7zD+109hPLcmnOfWRDDDVc9clbTInkquMN9Dby9/EcEMNwEHtcB8d6kcxnOueuapjSzSiTh5RPB/f9zF//ohnBnuUqKY6ddXaKTvzVwTznNrwvivHyJY6JlOTHsL1x8kNLUiCzzsZSDWhN9u40xXPXPcpdIos6ba6ymFlc1cFcr//j6U/9fFwEKtkSX2si7z7inr4qgRcfDQ29tiv3c3AwsesGBTaAXmuz+8HXOmtePB5VlE5rhE455dySAn4exBojeYeVkphWc+SGi+66Pnf9bY+3jqeu53dkLvbp/IQg89s+5tn7vAwl9YUN8vNPdgCDXwP6vC+Ntq+2+5RDDLvgs7vZyDk0cEf/tJsvff3QUU99y7k9rAPLfp9yCVxpjtIUzL7vrrhKZCIzDP/d7fimC2vU8U9/S3k0oq2fLctL+f4aJntt1vZrvpmeUu4KgxssRTZL5bOP/1/S7+908RzFJLv7f4nt+bc9+9RDBrWh8rNML997tG+pvpdvutQvPu8TPNzna/ne4PC5R32jvDzcB8tYiT2sCc6X3iomfOQ3Z3nNXT7mV1KP+9OoL/Xl9ASlc7TPwbQlMrsMBdf1+bZ7jY5xKNkcWe9/pxxH33N/8BLzEWT2vng/pkvlpE4WkPj14Txn99v4v/s1rPPI1RSqRjH9sPat9MNwPzp88Fv1FoKjTS79/rNzPWRDDTXbLbXWNKLZWRudeHpL+194HawOzVofw/34fyX6sN0rj0vNdP7p+vpo/h22WNpvnIArXdz+/xkannwX0+8pDrzHDVM08l+dVi+zy+UKln9gPsuuAe/5m6/7vHrb38lYeA48P62tOIg5se57Wp+B2u48ypCpKNMbyoSSX4cA0jQ4dINkXzvE5k4VPKFCwjIyMjI/M0eCpC8+rVVnor8tkUl4FrfB6+iXl4x2XhoU/ik0Apg+tCjZEX/aP5ICSZH4RMlOZMPMLiWOEfw7vb0lDG5OBpSuGLdUbmu+mZq43kzY0JfB0Sy9uBkXeyIWpFnNUCTl5RvLstDffYPAJS8vFPyGdTxm72ne5gwp51dkpoOmpEHNSRvLU1hdUxufin5LM+LZ+ghGyU+mS+CE7gsx0p/Cym8PXGKJa5RjDbQ2T52jg+3pbAv9aZeclLxFFn4qXAWP61I4WfxUxUUZmsDoniRe9IVm5NRRlvISDZgk9sFu5hcbzpbbydQVUKdxVx1Jh5OyQVl5g8AlKldgQmZOMekXSnHUIKX26MZsUDynI4qfT89/cmvkncTxs9XBrYy05fAaefwvibm8A8NwMrbwvNOqpz4nnT38xr2zLQJVkISLLgHZPBz9tjeEU3lXVy6rcFnDSRvL4lhVXRuQSk5LMu1YJ/vFS+5jWdwMJHlAq5W2j2MtF7gPSUNFzjcvFOzMMnIQedOZ0ft0Txsk5ggUbEWSOFAM/TRPL6xni+Donj3aA79lZoRRyVAot9Y/koLANNgoWgtHzWpuThbU7lu81mlmkEFqhEflFoaqUXBQ5e0XywIx1VvIXA1ALWpeThG5PG98HRvKwWpJI2OikU2UFjZElgPF8LWXglWVibls+6lDy8zGl8vz2BT0KS+DY8jdW74njV28CMNQacvaL4ICSBz4JjecPLxJLbLzsEFqpFlgbE8aU+C8+kfNam5hOQmIunOZ2ft8fxjr8RZ62Ik3cMH+1KRxlnwT+lgHUpFnxj0/lpWwyvaMXbdvstQlOhFljkFcXb29Jwi87FL0Vqh398Fm47Y3nTV9qlc9YaWeITxdtbEvkmPB336GxU+gQ+8DeyyD+eb4w5+CVb8E/MxTMymc83mHn+rh0eEQelwCLvaP4ZmoEq3kJAioXAlHy88w5QOdQF147+KqHprBVx0Jp5e1sayngLQWmS3Xxis3A3ZaKMiOdNf6lEiJNKwElr4tXNyfxslsb7urR8AhOy8AiN4x1fkYWq6QnGRBba2/lRaAaqBAtBqfkEJuXhFZOJS1gCHwaaWOyhZ7abwFL/GP4ZkshnG6OkZE/2se2sM/P2tlTWROXil5zP+jQL/glZuIbG846PaE8mZPxtQlMr4uQZxT+2paGKz7/th77RmSijMnENTeCDACNOWnuZIJXAUv9Y/hWWiTbRwtrUfAKTcvGMymD1rnjeDzDh7BHBTA+R5wNi+TQkgU83mlnmdafMjKNKwNlT6nO32DwCU/NZm2rBLzadH7ZEsUIrCeipskbfRqTjEZ2NMiKBd/2MLA5M4LvIXPySLfgl5KIzJfPpukiW3rML6KSSzmm/HZJ6+zpByXbb6pP4dL2Zlzyl85COahOvbEziB7Pkt+tS8wlIyMJ1Vxz/8BJwsEdPOKsElvrF8i99Fl7Jkv3XJueiicxEHZ3OjyGxvK6Zdr59uq9pBJx8EnDJ3E/DyWNUWTP4dH0irnkHaRyo5oA1g8910hj8S4cYy8jIyMj85XjyQrOuhbErbfQc3kdl6zH6xjoZu9bNxM1uJkaq2V+QwdeBRuZ7mPlEtJB09AhtQ+3cuNbO5fYS1maVktrcAgzAYBUFScl8GprG6qQiUqqqaDpWRIgpFgeleDsBjsInli9jishraeDspXbOjjbRM9jEiZFWLo1L2UYrsyWhuUAj4qg189ZOC/HHj3P6QitnR5voGmrm9Nlmzpw6Rk1dJQcbj9IzWElBdjYugfH8GJlH6J4K9jUexJqaxGd+Bv7uHc8PCUUUNxyj91wHN2600b0vB5/YXEKrjnJipJWRC51cm+hk7MR+YkxxvKmVzucpNCJOuijeDSsgpaGWoQttjI420TXUwuDZJoZOHuVobSWHmo7Rc7qSvORUPnE34KCbEilGFulMvLwunve2ZhJSfoQT9HBluIqs6AxcdqXwZUgsr+gMvBQmCc1bl+o4mp+OR6KNpPpaTp9tY/RSN+MTbZxuKmHrtiiWa+w7ZBoBR42Zd0ItRB+r4cS5Fs6MNNN7po3zl1s43bIbQYhhpe7hJTvuEpqXerjSc4SqygoazrVx8XInV8d74UYzJ2qKCA6PZqlKZLF3DB/sTMUl0Ub8oUqaakoIj47DSWVPdqQWWeqfgFvGXvb0NjJ6voWTQ030j7YwOlpL2xEr60NjeEEj4qB5lNAUcdIIOPvG8WV8KUXtDYyeb2FwuJnekRZGz9XTXl/KrohY3tQKOGlEHFQiS9aloCs8SONQKxfONzMw3ETvSAtnhuvobK2kov4ItR019BzNx0tM4s2tGfhllFHUcIgDVVb8gyJZrhZx1Ik4qI0s25CKX2EFNScaGRpppn+4RSrFMtHGYF0xITvMLPKO4dOEcnb3tnL9Wgejo030jbZx8XIz/Q0lbNsRzQqttIP3W4Smg8bMx0YrGS1NXLjeycUzzfQPtXL2Shtnu/ZijornFZWBBTozK7bnIOw9SG1/M2OTvVzp3kdSYirKvP0c7m/izLk2Llzr4daVWo6UZrPK354BWSsJiEU+8axKLqOsp4lzY22cOdNE32ATA6PtXJnoh7FqbL8gNBUaEWdPM2+G5dv9uIVTQ030DTcxdKGDi5faGGuxotwWxRxXA46aSN4LzyOy+hi9oy2MjDTTO9TM8PlmzvRUkJ2ewkf+Rpw0U+0UUfgl4JJWzp7uBk6PNjMw3Mzpi93cnOzicv9eomOSeC8wnm8N2Wyx7aGkqYq9BZm4rhOZqxJx0EXxbngBqU2NnL/WwfnzzXQPtzJyuY2zvftJiYnjDS8jDmrpnOq/JTS1Rpw0Zt7RF5BYX8vg+VYGhproG2pm5GwLYxMdnK6xsSVYZJ5KelHyQlAS2tx9HOxpYHi0mRPDLQxd7oKb7Zxp340QkcCnm+L51JRHcHEFlXUVlBem8bafiYUqEYVGwFEbzScmGxlNdQyeb2FouJm+0TbGxproqSliy45IFmkjeWVHLuaKQ9QPNHP5Vi9jHXuITkhFnV/BsQHJRy5e74Gx4xy0ZvKDr+QjzvZ5UeEVw9cxRWQ31nJqpJlTw80MnOvkxs1uxkcOU5iWwqc6A/NUkbwWkk34wWq6RloYGW2md7iV0cutjHbvIzEmnre8pDIkDl6x/JSym319TYyea6Z3WJozhkfbuXWzjuribH5w1+Oovb9Os6PSwPLgTDbtPciBijw81ppxXptNeOVB9u+zoAyy13eWS8HIyMjIyPzFeApCs5UrV9vorSjEmJlDSI4Vc/FeyjubuXqrh8mx4+zPTOGfXrF8E1dEXlMNrYMd3JrshjNHqRuoo2W4nevXW+iu2U1iko287iZ6L3RydaIPRg8SlxTPQncBR7WAs3cMXyTupWKwneuX6mmoKCBoVwyvrEvk68R9HD/XBTRxODuDb90imOVhZOWWbKJbmrh4o5WBahvrdsbwon8CP6bspmKwk4mJbsbP1tLZVk5oehGCrYq+c+2cv97LzRutdJSl832gnv8bkIIyezdV7cfpudjNrZudnG4+REPXUerbKkhMycQ7vpj83nYmJjo5X5uPKtjEbA+B+R4m3tiWR1JHC2PXm+mtKsR/ewwvBCSyOn0vVcNdTI53c320lra23YjGRN7zMOCok0Sds1pEoTPzXcpuijqbGBnrYnyyl8nxTi6ea+XUSBPd1YVotogs2mEhpquD8cstdNcdoL7vGLV15RhiMvDL2MvBkR641kRHeTofBxqZoxRZqBR5fZeFmJZmLl9uoPlgPj7bYnlzcwYhB2sYvtHBSMduwrZH8qJWfGDY7b07muM9B8jPymRrbiFifjGph4/RO9bNrckOTtbaCFhv5vWtFlLaGzlxoYvL431wvoqM9EScPARpl8k3HreCShoudHFj9Mj/z95bPsZxnX/7/8fv+T1fbJMYxGQMOIkTh7FNk6ZJ08Qg3NWuJKPMTJJ2d2ZRzAwWs2TJspiZZVsGmUGyBdfzYtYxyaEmTdrOi+uFrZ2Z++DM59zn3Dd5qQl8HhjK+8fT0Tc0c3myhxvdBRwKsbDER4ed1/xC006pw3ljGJ/FllN/qZd71+upzE5m3S4zbxxJ4VhVA+OTvdwYLcOoDeNVhYbnAqLwSD/FyJ0+7pyrIj4yhj/ssPDmsXRMdc1cmx1mZrKbs93VVOWnsTe3goyeDi7eHODuXB/XxsrR7jSxSqHDwVdgyc4EdpXVc3Gyh4neUkzGaN7fG0tAzil6b3RzuauQAwctvL4/k9SxHu7NDXKjJYc9x8y8HpRJaGcX05MdDFUk89kOPTY+4o8TmmpJQNjtTSOovo3ZuQFuna3AdCScD3YncKS2matz/ZxvyGHndi32/mZe0Z0g4XQ1bee6uTU3zO3xRjpbqmgdraO8JJMd+hSOltYxMjXC3KVq0mPCWaoWcVCKuAaE45FWScOVXqauNlBVkE7AoVDe2hWFR1Y1rdeGYbLue4SmFO31xR2JaFtauXatgdKMJP682cgbh1M4fqqFG9N9XGtIY+1ePb/bIPKW5gSxPV1MTnYwVJ/D7mPhvBEYhXdqBY2X+7h3tZ6yzFje3yjipBBx9I9AkXmS9ht93D5XTXpcLJ/tjWJ9XBknz/dw52w5pvgUvJNO0nmpi4k7g0zP9nGxNpPNBwSeddfx4r4EjjR2cOvuIJwvJ8QcyQs7EtlX0cStuR4u9+SxaZeJ5T4Czj9GaKqltCgOgcloGlq5fbOe8qx4Pt5i4c1DyRyva+EGvZyvziRgi7SVfFlgNBvzT9N/o4ebY5XERETzh53R+KRV0jLRxcRQGaImmeCCKhqu9HH5zjBzUx2M1qbx0TYD9j4CjkoD7xrySB/pZup6IzUFKXjuC+Odo2kYG1q4Md3NaP0JNu8L5S0xm8S6atrPdzM5N8zNMw10tlXROlJLSWEm2w2pBFc2cPbeCHPnTxIfEYabdSHHxc/M59EllI33MHmtgYrsJNbvjeAzUx6Z/Z3cvlZPYVIc73tpWbk/meONrVy51cFIYy57gsJYsyuOwMLTDN/u5fpYJZYQMy+rBF7QF5B9tovJkQqixDBWbw/jQ30OJ4Z6YK6JsvR43vbUzb9optazNMDIi1vNvLJF2pHg6m/kpW1mXtlsYNlvOdWVjIyMjIzML8ivGAwoifV79Lj6G3ghwMSHukzCenuZZZB7w4XsOx7GKj8Dqw4ns7GgnstzQzDTw4X2fA4YE1AI8fhqInhzi4X3jiXwTVIVLdcG4FY1UTEROHpqsfM1sTool9yxHqZpo7EgDa+tIm5KLc+6i6zYmUbioJTepC41kb96BPOsXzh/iKlkYHIALlciiOEs99Cw0EODzdZY3PMbuTI9CBfK0ZkjeWWjhdd3RrAuIoeo/l6m7/UwWprI1zsFFqqkj48/CWloWzu5Mz3EvakuzjXmc0wXxgtqHQ4bI/lzSg0jkwNwvpg9Wgs2HhoW+UfweWI1Z+4NwIUyjmtCWeYhnS+zCYxDWdLMrdkBOFvKMUMEq9V6lqkf2mL2Iz2a5p5e5mYHuXerld6KTDYdNbNMocUhMB6/0mamZvu403WCb/YasfHUsnhzDOqCei5PdnGmKQuPvUacPUNY5KFlybEszD09MNVCS24sb23RYzePkHn8jObcUClmwcjKTQaeDzDy6o5o/Itq6Zkcg6kGStPjeNffzDtH4vhrXCWnJwZhqpaUxChcvLTYqsy8rC2g+Fwvc7RTn5/C13467L20LPIx8vrRE2SN9sBsN72lafhs0bLQ08CrTwhNDc95GXjrWCapY71Mz3UzXJaGcqeIjaeGRZ4irx1Lw9zTzfR0L1fqM/DcJeJ6JJOw/j6YaqezMJ4/bhVY6KFhkaeej8MKKLo8DHdaaclN4K97TLywM4J39ydxuLiOMwxx62wFwi4jL/noWKwIwzP1JF1Tg0yeqyJWCGWNWsdiH5ElW6LwMSUSIEbwosrEm4dOkDPYSG//SRLCI/lAGcR/qKJYl93Azdk+7vbm4L7fhI238JOEpv3hDEJq65kYO0l2RgKfKbXYeer5U0oVbXdGYKQMs0aPs1pKofL23kh8sk/RdGWImelBbp+toTglnk92GHBV6llyNJu4gT6Ya6G2II7nlTocVCbeCy+hdLyf2clGKnIT+cMmPUu8NSzyFnE6lkv6cN8PCAYkYOdj5LUDuZRN9MGVCoIFMwu/DuJ3G8z80VRC4+U22vLj+ctWLf+9MZ7tZU3cmh3g1kgpQUfMvOSjYZGXDjv/GAIL6rjAEJNnKwkLMvOySmRNaBFF5wfgeh3FadG8sVHAzkvAdWMYXxiT2SjG8KdAMy9uj+CvxjRCmju4NjPIraYsthwQeNZd4NVDSWibmhjoO0V5VgKfbdPxf/9m5POIMrpmh7h7uQrzAQuv+uhw8P0RQlMlSFtBhUKyxwfgfAXhgojNhmCeVRh5NbKcpqtNtOWl8LVXMM/5hfF+eBnNV/vgxikSoqJ5S6HF1luH67YIPhWT2a6L5KNtZt7YE8EHhlwMzV1SJNWGND7epsfOW4ft9kQO1LRw524bHZUpfLpNj4NHCIu9BV4U88k40w836yhMjuKlLWbW7IlElV9Dx9VhZu4NcGusmtzEOD4O1OPqa2B5UB6pI/0w00RFdiwrlDrsfQ0sOXyChL5u7s21Ul+SwhcBAi7eWhz8zbwRlMRWYxxrd+ux9Y/kq9Rqhm/3cLUnj81Hzbh6hrDQXYPz/lQONnUyd6+TwbJE/rjNzOdpp+if7WeiKYfNviEs2BCCjX8EmysauXS2ioSYCJy9hAdHMuYZK85KAXulNZCZWsTp4X//Bl72MjIyMjIy/2h+RaGZwBfbdDzjqcPeS8OigAg+T6vl7L1BmG0gJyqa99Yf5//4RvBZymkm5gaYuVxFuDmCl721OCoElvmLOPhoeNZLxOFIAcXn++B2NZHREdht0OC2PQbf4iYuTw/BmWIOhpiwd9fhqJaizr4YmExk34Oos19uCOLZwFj+VtTMnZl+GMlHddjEIg8BN5WWhaow3gmvZGCyH65VogkKZfk6Dc9tCMJxeyw7Gjq5PdnNiFVo2vgI2HsE47wjlsDaDm7fG+De2XIMxjBe8NFi46NhgTqU18Mq6L7ZD5dK2S+EYrM+hMU74/Eob2V2to/ZgRw89ptY7CnZsUAVzkcxVZy51w8TZRw+bGbpBi2O89S7i1LL7x46o3l91HpGc92jZzQtvX0w3cNEVz67jphx89Zh46PhmYBo/ppRx42ZXib7cli3z8gidy2rNDnEjfTDtVpyw0y4eIbwPxs0LHYP4v/4xaIoaQF6udJxgg07jLj6PJlrb76os6JGj52PDltvHXY+Am5BuSQP9gF9jDVn46fWsMhdx3MHcsgc7YO7tSQnROLormXJtihUpc1cvDcMF8sIFi04uEteXieFgLN/OOqSekbvjjI3Xk64ycRCdz2v7Ekn9SGh+al7ML/fGMXXaaeZYAhunSZOF87rXlps1XpcFVrsAsL5JKmG4clBmDxFhBjJOkM+RddH4VoDlfFhvBIgCThnby0rj2Vg6O2HyTa6C2N5fZPAMx4afvf1Q+dnz5Sj22ngRR8dC/ekY27vZo5OOipS+EStw1Ep4KyWPDtLVQJL/ETslAZWbgnj06AYvjwazjtbDaxQavhfdSR/Tqnl6nQvd/vz8DxgwvbHCk0/veQh2xrGe0diWHc8gg+3G1nmq8NRKfJBfAW114ZhtJwwvQEXlYijtxZbb4F3YyuoujwCd1qoK0rmL5sF7L112CkFFuxMR2zrAlqpL4pnpY+IW0Ash+pbuc4QNzry2L9fwMZLwNFXwEltwP5gNokDPyTqrICdj5nXD+ZSeXUA7rXTcjqXncctrPbW4ugfxp908Xy5z8SLKpE1pkJyxofhXittpQm87SdirxBw9ROx9RB4W8wl88IQ3GunryCBjwJj2FLRxDUGudScw45tUpmc1NbUO9azeEuU0ti39Q/FvbiJc1MD3GrMYvMBgUU+Isu3WPjgaCxfHY3kDzuMPO8n8NxaI5+aimiYHuTOlVNEHbLw+o8VmmrrmUNDMdnnBmCyjfaaE+wMCWWVj47FAeF8qovlq/2hvOCpZcW+RPY3dnJ3updLtWm47xRZ6CWVw9l6Vn6FSsBVLQWt+g91LKqSFqCLM/VpfLRVj62XyBpLEUWXBmC8kkiNyIINIfzeXcMi92D+75ZkDjZ0Ap30V6fysa+WxZ4iHySdpOHqCNxqpCovkU83SoHT7JQiC/dkEtbVA3PNnMyNY7mPDueAML4+cZqBqWEYK0ajMWLnKZ2zdFVJZ7iXqURcvLUsO5KOrqubudvNnE4MZ5VPMP+5XsNijyD+f2UEf86o59ZcH1ODefjvC8crrZqe6RGmLtVRmp6MYp8BJx+BZbtjWBsczR92GXGWA/nIyMjIyMj8KH4j6U10LFZYeFNTRMOtAaCLtsxE1quD+Z+AaP6WWce1mV6m+nPw2GPE1lOHs9r6oakScPAzsVJTRPmFPrhVTWR0OAvX6Vh9KJXIoT7uzfRz9XQaXntFnvWRgsDMl95EEpoxfJXfzO2ZfhgrYNNhE7buOkngqcN4J7KK4akBuFZBsDac5Z467H20PL8/kQPNXdyZfCA0FytEqdz7EtjX2MntqR4uVifzzQ6B57xFlqh02PiH8U5kJT03++FCCft0odhsCGHxjnjcS1qYmetjbigP3/0ETkkIAAAgAElEQVQm7KyC9zl1OB/Hn2J8egAul3HoeCjLPHVPiYooYutpwT2hkt77YmaXiVWPR50d6IfbrbSeiOadTdLH8BKVjoWbYlibVc+NmV5u92Szdq+R59br+SKulJobIzDZyWj3KQobqsiprya/vorMpgbaLg8DQ8ydKSRwl4nl3k9Gbfzu9CbSFkCbjclo61uZZoTr/SXo9wgsURlwOpZP7pk+mJKEpu16gZf3JhM52MvU3BC3mrLYeEjkOYX141Al4OJvZE1sJTUTwzDTQFFmDCvXi7yyO52Uh4TmJ+uDsN+fzK76LqCfmdECNh0w4+Kpk8SyWoet0swrxwo4da0P6OBUQgJ7QvPIuToG15uoTgrnlQCpfzt7aXkxKJPQAenDv6cwjve26bFRCE+0jXaHgRd9BJabi8kbH4LbdeSnRLDEVzqzeb/uXFRS/1/qr8dVpWPh+mD++5sg/mttMIt99aw+lk7QqVYmZ3qZ7M3B/acKTT89S1UCth7B/Nc3x/nPb4J51lPkjQOx7CyvY3BqhNnhMiyCwXpOVcBVbeCTpEpqr4/AuQoiDQYclQJOviKuahHbPRkY27usHs1YlimNLN97gtyzvUA3XQWpePpqpLPKPzq9iYiTQs/KwHh2VzZyfmYU5nq5MFhDUXkuRyxRvKcM5n83aFngbUGVc4rembMwcZr8uFCW+4vfRiN1VWhxOZTK/qZumO3hence3kEniGnrADpoKkjmL1466fzg/T5t7btufnpcFDqWBUaiKm/m/NQAN61Cc7GvNaiVRzD/szaI/1wbzP946Xk+MI4DeacYnh3gzkQVYQcsvPZjhaafFAjJeXsCeyoaOT87BrM9jA/VkF+SxzFLJG8rQnhug4ZnPPW8H3KCrIuDTE+10ZAUzSebdCx+LIqw8/3toiqBhdsS2VrR+q3Q/GCLHhsvE17Zp+iaGmHuZjt9HVXk1VeRW19NXn0VWS1NDNwcBfq52pGNu5+Im9LAp2nVtNwchrFSTIIBOx/pvKiLWo/9/iwie3pgtomKnFiWeAks2xLL8eZ2rjPIxKlMNu3UYuP70FZWtVT3tp56/mjJp+DSENztYXyghtKGKrLvz0+NddSNDwAjcKWMo4dCeetABpHd3cwyBrfb6O2oJCE3k63HjCz1COF3Hk9GtpaRkZGRkZH5bn4jQlPA1svMW4fzOHljAOihJzcJz43B/Le/VWhOSx/MGw5IWwAfhP6fX2gu+EbPO8dOUDAxwMxcH6NlSXjs1LFI8XSh+VePEJ5VhfKhpYSmGwNwu44TsVG86RXEf34TguPuJPbUtjM128fN5iwU+4zY+kgf7z9UaI6VJvLNDkGy4ylC09ZDy2J1GJ9EltN1ZwCunyYlIpLXvYL5z7UanPemcKSpk+m5Hq7WZbBhtwFbn6flZ/uBQtOa3qQ2NZJ3twjYKp8uNJ9Za0aRUUXfvVGmb3cw0FFNcWM1eQ2nKGiURGf26ZMkniwmPC2Rz7caWeb75DmlHyI0HZTxHDvVxBSj3Bosx3JIZIn6SaFps07ktQPpZJ3vZ5pBzp9MRb1H9yBPq0rAyd/AktAySscHgGZO5Sbw1jxC84/rglh+LA2hux+m+7jbfYKv9xtZ6C1YbRew8zayek82RRN9QC9d2UmojiZzuKmLudluxurS8dopsGhdML/3MvN1UgVtk0PMTZwi2RjKan8Be9+nCU2R9xIqqLk6CldryIwPw1Etzpsuxk0l4qY2sHp/LN4RWRzNKiSysoKitgb6L/TCTC+3e/4eoSniqNCzakcU68My2JdegKWonOKWGtrHu7g9N8LdwfmFZt31YRgpwyLocVFLHrInhGZ+LEvVZlZqijl1uR/ooC4zmb95aKXUMT8hj6abWrLhpQPJHCg5RduFPmAcGGXuYh2VhRlsPGxmiSKcjYW1nOMsnKsmxWziBf8H9eym1LJwbzL+pzqAHm6PlLAjrIi83i6ghVM5SXzsKTwiNB/mqUJTIXlAlwVGss6czv6MfISSCnLqT9N7ppPbDHD7UhWhP1FoLlGLuCr0vHY4mcNlNbRf6reWf4SZiTrKCjPYeNDE0g16Phbyqbo5xPTdFk7GRPJHfy22T4vm+1ShGcGusnrOzYxy91orXS3VFDRWk9/4YD7Iqqkk8WQh+vg4PlCLuKmMfHZfaA4WI2j0OKpEaQFlHqHp5imycmsSkb2dTNLPaHk6flu1j6aB+Xa+M/NNTClNkyPMTnUx2l1DWUM1efftaawit/YkSSdLiM1O4ZudRpy8TXwoniC2uYkzd4at9dXH1cFKElIS+GKnkSUKOQemjIyMjIzMj+E3ITSXqgUWKy28KRTTfGsAaKc2OYG/Kh7yaE5LWzc9rB/M3y80Rd4+mkXOxQFm5vqZOJWK5x6B5x72aG5PJuqhrbN/9dJg6yOyclsMWwpr6b89wN0z1WRkZaAOP4FYVcuZmz1cG6kkxhzJm/7Sdi3nHyE0z5QnsXbn9whNLx1OPiIvbI9jZ2k9w3f6mRw5SXJGOqqIbEw19Zy/1cOVoXLC9OG85i88kRPuAT9OaNanR/He9wpNC6qsakYY4+7Zk8QcF3HxDuH3nlpsvSVsvLXYeGmxfSRv5aN8v9AUWbw5BW1DGzMMMdFdxOFAAdf5PJrrBF7Zl0LcSC9354a4Xp+B/wGBBY95NF+JrqD60hDMNlKaFctL83k01wXhdDCF/U09MNfPzFAeqv0mHL3ub/8VsFWYeOVwPiev9gNdtGQk8rmvkbeMBRSc7ebu7VZaKnI5Ep1GYEY5laNdTN9soq4olXVb9CxTClbvy/wezTfjyqm8PAKTjZSfiGWV1SP4yIeuWsTR18Cq/UkEnTxNz3gbF8+30jNQS0lTDRX9nUxP93Ln7xCabiqRJdvj2Jpzktbxds5faKVvoJ7a1ipK+1q5eHeYe0PfITRHywkTDZKX7WlCU2VmZVAhVZf6gG7a81LxUGof8Wg6HMom6QdtnZW8vG4qHYvdQ1jgH8E3EbnEn66hbrSTq9OjQBdnazPx2hGBb0Y1fbNn4VIN2dEWVjzk0XRTaHE8mMKuhi6Y6+FmXwEqYwHpPdIZxa7yDNx9pVyS8+UDfZrQXOApsHx7NL4nKmk808qlC630jzRQ3XiK6s4WLs5JQvOnejSl/q5j4boQ7DeGszYmj5gaqfzXZkaAbgZPZeCz1ch72lzKrg8xO91Bd04cn27VsUDxaH7NB/ecT2gasPGKYE9FAxOMcruniOC9GilHptdD84GXFhsvHXYKESfruP/8vtAcKkGvNUipRr5DaK7Ymkhodye3GeJqUzY7DogsVMwvNNfFltExN8r0lVqyDSZe9Anhfz2enJ9sfKTt6M4KDb9bp2P5zlh2ZBWT1dJA98Ve7jECdxopy0jgM39pzLr4CjgodN+ev5y3rmRkZGRkZGR+A0JTIeLio8V2cxRfZtVx/t4g3K4myhjBaxuCeWZjNF//aKEZweK1OlbtT0bX2c3U7CAMF7A7yISNuxYHpY6FHiLLA1OIHejiHu2cTk7gz+4h2Ch02CtNrDmWTc5wO+OXuxg400rfuTb6zzXT0lSE0RjOy/4idr7ig7L9rEJTwNVXh4PSxDshuRSOtjM+0fnAjrNNNNcXotOH8qKfgL3vd50delzMlKHZYeR5Ly2LlSIO3j9eaC5Yp+fL+DJqb4/BjUaq0iJZrdax0FuQxIRKxEmhw85H+hj7YXk0HxWazr4Cjko9y7T5UlCQuU66TqbztUqHk68Bl+OPCk0Hdy3LtsewrbqVy/eG4WwxR3Rm7DwFXPykHH8u/mF45NcyMDkKEyeJDbeweMN8ZzSDeGZLDOuz67nOIFyvJkwTxqveWuzVkqfLzj+MD2Kq6LszCNN1pEdG8/q6EOx3xrOxuI5zVzsYOd9G75lW+sbb6Bs6RVZGEuu3iLj43g8QMs8iwA7pjKazJo+UQclbOtqcw8atIq4+Ulu7WOvHzkvD4o2RfJVRy9nJPmZGSxH1obzoE8x/qyP5MkMaN1O9Oazba2CBpw6HHyE03dQizkoTf0kop+7GIFw6RUZEBG8ptdh7i3yceJLGm8MwXIpRI51tdPixQrMgjmUKA8t2pJMy3M0cw0w05bJ3r4Ctt4C9jxZbhYj9oRxShvrgXh3ZqVE4eQs4KOfvV25qA8s3WXjnQATvbTeyQq1jscLA64dS0NU0cP7eANw5Tbw2ig3GAnIvjcJkM42FcbzuL2Jvzdto76XjdW02CWODcK+D4YpkPtmbTEhjK/cY5UZfKYbjRpYodNgppcURZ18BB4WU/9RpPqG5X8d/e5j5o6mYhpv9zF4/zYnoaN7z0/Jf3xj4zFJMy/Qgdy5XYdlnYpWnFAH5RwvNLaG8fSCC97ebWO6jxVFtZPXRVDTVjYxPjcDVKsJDw1h1MI3QgT7mZvuZ7M1lyzETtp46HB7qZ47W8rjOIzQ/3KLHxsuMd04NvdNnpD4SZWGZQoeNj9TmLioBR+t84OArCbUfKzSXegks2RRFYHUz56dH4VIVsdHhLLHOMc4q6b6OCh0L3UU+MhdQdHUUJtvozIvjo006nvPUWc9zijgpddj7SMLXRW3gpR3hfLgvjDVb9dLZ8IBQvgjNI7mvkzuzQ9zqLODoYRF7Xyl1zms7LKzZbGC5nzjvIoOMjIyMjIzMryk0ixP4yzYtz3jqsPM28J72BMlj/cxO93ChNh3vfQZsPDT83j+SL9NrrVtns6UPZg/dt14yN18dtr4GlgQVUnq+D25VER4ZxqJ1IThsieSrzFrGJodgpomyjCT+ulnPsgA9SzaG8oFQQNn5XqCduvRk1vvqcFIZeHlfMkE1DYwNl2IKjeG9rRbe2hPGO7tDeSPQxKqNepb6SR9FrmoRRy8NS/cksLdJEprDxQl8GajjOW8BBy8NS3fHs7vhwdbZrwK1POst4OqrZYHKwppwazCg88XsDjGzwF2LnULP6kOpiPWNnBksQWeM5r2toZIdu0JZE2hiVYCeper7djyt7iUx45FYSR+D3DxTjrjHzGq1nuWbDLh6a3nheAaWAUlo1qVG8NZGHYsUkn3P+EfxVYZVaHaf4G+79Dy7XsuKoEzMXT3M0cvlnnx2HjSzytcavMVXZOlGE6u2mnl5s4Fl/t+fR1PaQleCGCJi66PD1kdk6aYoAssbGJsZZe7cSeLCwliq1LJYocfpSB7ZY30wdZrEuAjs3TUsVllYYyqlZqIfaKEiI5HPlFrsFTpsfAy8tDeN2L4upuf6OHMqi83btTy7QeTFXWmkjElCsywqlj+6h/A7TyPva3Iomuhndq6T7vxk1gUKLPLWYecl8OKBJI42d3Bnup/Jzmw2HjbwrCKMtckV1I800JCfyFcHw1i9I4x3d4fx1k4Lr242sNJPfBCwRSWwcIOJtXEV9DDIjbEyQgL1rPDU8tymBA6ebOI6Z6TgQulxfLzVwBJr0vhlG0087y+y+lAiu+u7uDfTz3RXNv5HjCz21OK0MwH/shYmZ3q525+LzxELLkoBJ68QVhxORdMlCc32rBg+2qxjoeJxoSl9kDsqIthWXMcFRpkaKSfsmIEVSgGXgHB88k/Td3cERsoJN5hYEaDHVanDSSnyYUIFtfe3zmpFHJQCDr4CTr66B8GA5lo4nR/HEi8djn6RBFY2cnZ6DG7UkpMay3sBelb46Vm5NYxPYsqpujgIU/UUZMXxkr+B5f7zeZME7H3MvH4wh9zRFjqq0vDepeMZdw0L3AXWHE0nebSHu3dqSTNE8OqmBHbXtDEz18+V/iL27jHxvI8OO4WAjW8Eyoxqhhjm3qVTJIsWVqstbMg+Re/kGZhpp70yHY9AqV1d1XqWBRh5aauZl7cYWeKtxXVLOD6lzYxPDXCzIZOAXcH8f4oovkqt5RqDcLUSMTiMl720LFRG4JV4kiEGmbxcTeTRMN5RCTgqtfwuIBZFoSQ0Lzan88dtBhZ7PRlg637U2SViARkjTfRUZuKj1GLnpWGht57lu7NIHemF2zUkRIRivzkaz/wGJqaHYLaV2pxk1gXqv/XULd9oLc9mA0t9tfxuUzybyiShOVaXynubBBZ5CrxsyCdjVDpfP1ifhXKnkZX35wOVnmWbTLy8zcSqzQapj6gM/CnFusA0WIwuWMRWIeBkvWbRnkzCuyWhWXYiBjcvLXZqM+9ElVN7aUBagGnMZfcBIyv9RdzUepYGGHhhi5kX/UVeOpzCwYZOZhng7lgJx0PCePWh+WmJtZ1WbdKzRG3BPauazpHT5KTFsMxHi42HBnu1iTfjKqi/3s9MbyFHDwo4BFj42HiCuJOlpKYm8fUuA87fudAnIyMjIyPz78s/XGgeaunm7lQ3Z8uT+NtOgd97GXk3KJPo1nZuzvRze6wMURPKy0pB8jxukjyaN2b6uNsveTSfdkaz4mK/5A2NjsDBS4u90sDLB9KI6unkJsPcvdZMa30JMbkFxFRWU3+2m5vTw0APIx2VZKcksy0sBVVmDcM3e5kcKSMqKRk/IZ5NpkQ2mxLZHJrM9rBkdhmi+CjQgKtS/PaM5sGWbqamehgre9Kjub+pi8m7vZyrmN+j2XdrAC6WsF8XyuINGpy2x6DIq2P8Ti+3B0sJi0/CT0x41I7wZHboI3l/q8GaN3O+uhex8zSxNractntD3L1cR3FaFprUPCJTEvhml8CKYxmEDw3ArVYaHvNoLrB6NG/N9klCf59J2hKrCuPr2DLqrg/BdBdnO4sJC43knY0iS7ZF4Z1YRPqpUhLjIlmzWY/DPB9j3wrNtCpab43AWClmUY+dQs/SrTFsPlFFx/UBuNdMdU4Sf/EXcFYJOKiNLDmeT97ZfrhbS0pCFC7eAg4KkSVbY9hSXMfw1CB3z50kPiyCNUqR53cmsKe8nvGpfmbHyjAaw3heocXWmkcz/WwvM7RRac2jaavQ4bolkvUZp+i7NcDs5Rqy4mP4wE+HW2AsW/JrGLzTz/RENYmWCFZ7CawR88g808u9G83U5aWxx5yA2mhtL3Mi28JT2GFJwGe/JBKdVA88mv0McetsOcIuI6t8dNhY8xJmDPYBQ0xfbaSmPIdgcywbtIlsSy8hrzKf8Kx0/IqamJgcgFuNnKzMR0zPJ6WxkaFbQzA3wNzF0+SW53JIjORDPw0rjqQh9PTBnQ66vsujqRJxUlrwzKyic1IKktJdW4A5K5+o6lq6J/qYZoSZy0201uSgiY3nzwEiS5V6Pk6qpP7GCIyVE/6YR9NmTwamjm6glbqiBF70FbBXGngpJIe0wW7mGOLORCO1pwqJzi0g/tRp2sa7uTM7AlPtDHaWE56azq5gCy8G6HF6ZAutgK2PiTWH86m5MQjXa8hOiOGDAB2LfU38wVLAyfNdXB8oZN8xMw4b9Lxvuu8db6OjLB3FDgOuSjN/Ci+ibLyPuckWmouS+PNmEWeFyJL96Zha2philNlbrXTXF6CPTcDjeDybo/PIbCgnKSOZLxQalm6LwLeihYt3B7ndlMXmfVr+yyucz8PL6b03BLOddNUWEZ2eS8TJGlov9jPDEDN3WmkoKyA6KpZPd4j8T0Ac6pIW5ujhcuv3pzdxM5dQNDEAV0+TFR3NR2oBF5WZD41FnLzUxfXeQo4d07PAy8BrRzNJHOxmkhFmbjbTfCqfIHM8iuB4tmcUkFxXQWpsNJ9u1vJfmxLYWtn2UHoTKYiPg18EqqwquqaGmZvsoK8+j2AhjNX+elbuimVTZil51YVYwsJYoRZwVBn5PK1aGvfDJRge82ja7c8iqrcX5pqpzIljpVLAXiHitjWWg1XWBYl7nYx1lhIRl4x/UAzqqCxCayrJzU7FZ7eZ9w35lF7sh9lergxUkBgTwx+2iLhuDmdtdB4J1eVkJEXz3lYL7jm1nJ0e4HZfIUeCLaxUCjhvjMAn/zSjt9roL0/ja4XAKwdSsXR3cuveIHdvniYlPIb3vLU4+c2/mCYjIyMjI/PvzD9MaLr46FixN56dNW3cmRmG2x30Dzdwuq+ZvvOdXLvcREdtHod04bymErDzMPNVZD4pfe0MXB0ARmGmm6EzzdTX5rJLZ2HxBpE1B1LQ1TfQMN7LFNbIhhOt1FTnc+SYgaVqI28GZxHV2sYNRqVIg9N93L7QzGBHDZ1X+7k718/khUbaTp5An5LF0VNtTM4NwVQPly53MH6pg4sTVi53cmmig/FzjdSVpPHN0XjWxZVyeqxD2pLGKNxsY2C0AjH2BIdjiqh6+G+32hkYPYnZksjGoDRC21vouNQv/Y1exs83U5Kbxk5zCvvrOphmiLnJbsmOiUftuHi5g3Pn6jlVlIbHfiOOTwlW4eQj8tqxDEI7O5lhmJk73Vy/UE9lSTHpJys5fbabKzOjwDAz11ro6isl6HgsWy25JPS1M3Bt0Fr/XQyM1ZOfmcg323TYBUTgnlBK9bkeYICZa+30DjXSNNLM8NkGmk/ncvi4mZf8RZzm8bi6qURc/Yz8Ib6C01eGgV4un2+kvr+JluFWLlxt58LgSZKSE/giUI+ju55X9yQSVFNH7bkebs+NAgPcuNJGbW0hGo2RlWqR5TtjCcytovl8J1cvt9E90EjbWDuXrrVxtqMY0RzBK75a3PYmsLmghrbRTm4yAgxxd6Kd3uoc9mlN2CgEXAOj8Ukr4/SZDq5faWNgqInm0XbOX23nXH85UeHRfOgvYrPBxDeJ5TRPjsBsPzeudHDxUgcXHmqzS5c7uXCxld72Egz6CL605GA83cjglX5gDOjn0nA9TeVpfLPPwGKlhc/MOaR1tXN9Vrrv5NV2zk50MnG1g4sdhRgskbx9PJOYrk6p/88NMjPZyYX+0zQ11TIwOQL0cWu8hqyMXKLzy6g528mle9JYmLvWSk9nAXtDwnjJS3h0G6Baj6tKz8r9KQSdbuE6o8AQM1M93DxfR0VDLZ0X+oBhuHKaipJM/DUnSKivpftKP9OMwWw/V87XUXoym8A9sRzMP0nRaDeX70n1PX2zg5b2CiLNYby62cTbhhxSuzqZYQyQoobevNBEY2M9o9ekNDc3ztVRezIHjcbCSwGPB0kSsPMxseZQDpVXe7kz1cON8Rb6hxupH2ph4GKb1G5maVHEQSHgEmDhM0suKZ0tXLzawdmxZpoHWhi+3MmN86cpzUnmm90GXFWSWHbwNfJWcDrG002cnxwCBrh7s4tzFzq5fKWD62MVxCals9GST/FgC8O3h6T2nepm7Ew1SSnJeO9O4GB1MxdnpTqdu9fLzbO1NHac5vT4gFQ3lxppKzxBWHEpCd0djNwcksbh3Q56h6qINEfxsb+A/cPltwo1N2Mx+aNStNzx8630DzTSPNTM4MU2xvtKCQuL4g1/aVusq5+ZD4QsYpqauTQ7AgwydbWT8xc7uHK9nbP9lSSFJnIks5jUgQ7O3B6S5tGpTroHakiPj+GPG3U4bolh44mTtF7pg7l+7ky00jnYROtoMyNn66gtTSfgQBivB50gvrWe3qsDUpTXmT4mxusoLDvBtj1xHC6ppnSsm6szki13r7fT1FJOqNHCK2qRFXsTOVBcQ+/NQWCYuVvdXLrQzsVrnVy5WEdVVhLrN+tw8Avli4hCCoc7mWYQbnYwONxI01AzQ+ca6WgsRKcN5RU/E+45NXRfG4Sb7YyPN9PW30TTUCvnJlrorc1m7zETLhsEXj2UJh0z4CxM15IWEc0bntqnRPyWkZGRkZH59+YfJjTdVCJLt4TyoTaNPSm5hOQWYSksJrK4mNC8PI7FJLJ+v4kVPjoclCKOShN/0KVxpKAES14+wRl5BJ0oxFxUQkRmKh6HTdh7ibyyO47NGYVYCgvRZeURlJmPmF+MOS0N9QEDS1QCtgoj7xxLYmtSLiHZBehy8jgak4zyWDQbIjLZk3yCgzGp+Guj+GxvGH+x5JLU18XtqV5uX+vg3Pk2zl+UGL/QzoWrfcwyCjeriYhJZq02E31RMYbsPIIz86SyFWWzTZ+Er5iJWFSMMTuP4Iw8QnKKMBflsDMkhq8PJLArp5jQ/AI0mXkEZRViLCxGH5vAhv2hfB6eT8ZQN5N3e7l59Uk7Ll7rlz74rlcRaYngBU/dvOeF3NQirptC+VCTxoHMAnR5+WhTUvEMTmRjTA6mwmL0J6S60+YVEVqQRcCBSNYFp3KooASztf6DswsxFxWiCY/h00CBRd4CbhvD+NKYxt60fIT8YkKLSggvKkBISUV5LJRXVFJewfmjY+px8zOw6kA8iuhsgk4UoC8oJqK4hPDCQsT0DLbqInjbX8DBW4eD0sCqHTH4pxVgLixEOJFHUIbU3paMDDYeNrLCT8rXuGJ7JF+HZnEsp4jQkhLCCgvQpaQRcNzCKrWAjZeOFbujWR+XT2hhkfVeeejyi7GkpaI4bLKeExVw2hzOX40ZHM4uxFJcQnhRIfr0dDZqw3lDJeCkFHBQGXllTyKHyqze1FudTFxqY/yCtc0utDE+0c2N6VGY6+ZMeQpKcyr+qYWY8wvQZOQSfKIQQ2EhlqQE/rTLiL2nDld/E+8HJbElMZfg7ELE/CJMBYXoM7LYLkbx4WY9S/zNfKBNY3dqHpqcQoScbHYZYvn6YAyK+ByOZuRwJC4F96AEAqKyMRYWYbC2tya3iNDsdBSHLDyvmGcrpp+Iva+JN48kEpiSR0h2IUJ2Lkej4/n8YAzulgyOZ+VxPCkVX000Hx1MYm9mIaH5hWgzcwnKKkRfUIAuKRn3HZEoonPQFRajz5bqW5tbTGhuNrtDLLzqr2WRyswHQcnssj5Ll53L4egkvj4UhzIig0NpJ9gTlYxKG8UngUaW+z1+BljExdfAC4HRKOMy2RWfzdGMAszFJUQUF2PJyWa3IZJ3/ERclSJu/nqcFTpc1CbeDUpmW0o+xsJiwkuKseTkcCA0hk8DRRx8rFtS/fQsUemwVxlZvT8O/9hsjp8oQMwrwlRQhDE7m32hMfxhVzgfhaSjKZOaaJQAACAASURBVCzClJtPSEYuwdlFmIryORYWw0dqA68eSGRTYq5Up7l5HI2MZ/2xKP5qzuJoRi7Hk9LZFBKLIiKLo/nFmHLzCcrIIzinEEthDrtDwnnLX3h0Eed+KpI9cXiHp3M4JZv9GdZ+ay3/Hn0Eb20UsVdK22NdVAIOvkbeOZLAxvgcgrMLrP2sCEPWCXYYY/hkWxhfW7IILizGlCu1XUhOEaEF+Rw1RvLeFoGFniIrtkawLiyDg9ZxGVZcQnhhPiGJSWzYb2K50shLB5LZn1OIJa/gQR8pLECTkMT6HVH4xuUiFhYhZkvjW5dXTGj2CXYEmVnlL7DIW2TVrmi8IrM4nFmAkFeEsaAIY24uR6ITWbvPzMt+1kUEPwufCinsSMlDl1eEpejB+A0ICeM1tYirr4F3gpPZGJ3FoaRsjuVa7S4qwpCehuqQmVVqHbZKkeVbwviTMZOD6bkExSXw5W4Ty5RyNFoZGRkZGZn5+IcJzSV+epaopW2mCz1CeM79YTQs8NRiq3wQWGGpvx5nhZZF7o//NoTnPHXY+97PIShg66lhwWO/WeCpxe7bvIMijj5aFnk8+jwbhQ5bLw0LPTQs9NRi46PjWU+RFw6lYWlvZqC5EEtCMr7GJDaHSvgZkwmMLabmYi/MNZKfEMNra4N4xj2EZx+xQdp+aafQPmHbc+4abJQCDr46bJ6oixAWeml5xlPPy8cyiOpqpr+pAH3cw3Yk4mdIYWdCKQ2X+2CmjoyoGNZ4PC2XplT3jj4PbFngKdln6/Vk3T3nrsXOV9q6vHge2xd6W9MzWOvfzvvxNrW2p0J8asTZh3FV6rD11DxRDws8tCzyFnC0pjCQookK2D2lvW2tOfWW+ulx8dVh91jZFnhoWWyNgnv/Xg7eTz732/5ltc9tvjJa7+X0kPiw9YvCN/MkHWdryU9LZ5clEX+Ltc1MCfhGZSM0tHPnbi83WzJYu1vgP74JfnIseOlwsubIdFPf77uP2emhYZGPtW6sv1n4UP9e5K3DTqHDxlPDAmt72Cl02HrP0x89tNj7ik/NE7jUT8RJ8dj48dJhb+0/D/qTdAZz8RNtqWGhlw4HlYCdt4aF8zzfxho0auk8ZVnoJdlu4yWVZaE1WqjjE6kt7tsrtZmtp4aFnhoWPFJ3GqlPqR+9dv56luy2n29buloKKLP48b7oIV3j6CvgpNQ+WVZ3qd2c/ESclVoWP1andor7/fb+HCX1vUXzzJk21vly3qinvtax7aF5Ymwu8hYe225snR8UWhbP18+8dTioRBx85puPNSzykcb5Mn89Lr6C9blPzgd21jZ289U9+ZyH+4jX9/QRPxFn5f2+/eQ97L79nRS12P6J+UmaC2weiojtrNBKbenx2LM9tNhY57H749HB2/pcT913jhsZGRkZGZl/d/6xQtOK21P4e377U37z6P+LuCh1uG6Pw6+4gfEbrTSmRvG+Xwj/6yl5tux9NPx+g4DLjkzSx3rgejUxoRGs9JI8id99/6fb9ujfJDvcdiawtaKJSzeaqUmI4A3Vw3aE8Lv1Akv3nCBvvBeuVGI2hrHMS/fUCK/zPeuH2Pdz1v8v3S9+6u9+jns5Kkz8MaKEiotdTPTksy1Ah6OHhkVKKRLm4vVB/C4gmrVFjVyf6mC4JIkvt4sssm53/ik2fnc/evL//962+nvu/2Of/0Of9XP2qZ9SNz+lrN/191+6zX5K+X+J+eDn6CP/iHng++73Q/uhjIyMjIzMvyO/itD8bSLi4CWw5ngG0YN9zE53MVCczIYdAou9tCzy0mLno2P5jmjWplXTfaWd0dOZ+O7VY/uzbp0ScfASeSski8SxAbjXQXd+Il9tF1jkqWWRpxZ7H4HlO2PxyKph4Go7g1XpeO7RPzUXoswvi5taxEYRRUBOHZcZ4vZoGZpDZl720bDYW/J8OiqNfGzMJXGog2tnK4kSw1ij0n1H/lMZGRkZGRkZGRmZf15kofkQLkqBZdtj8M+rZehmP9NX6qjMTcX9YCjPbwnlwyNJHC2ppvVCOyMd+ew/bmGlQvjZA0G4KAWW74xjS1EdZ+70c3eiltKsZL7Zb+H5zaF8fCyZ4IpTtF9sY6glj51HzKxQ/vx2yPxA1CKOChN/suSTd6aXe1OdDDflc1wXwfvbzbywOxr36EKK+1u5MF5DbnwM728WcZTTIsjIyMjIyMjIyPyLIgvNh1HrcVHpeXF3LP4nTtJ4oYfJm92MX2yj71w7I+NtjA2eoqo4A9URCytV4i+TQ81qx6q9cWzNq6b1omTHuQtWO863MjpYTXlhOj4HzaxQCTjLnrFfFTe1iJu/hT+bckjrbuPynR6uXe5geLyNvvNtjJxrpL2+EFNoJO9ullKbuPyA86syMjIyMjIyMjIy/4zIQvMx3FQCzr4iywIj+LMumYCoTHbEZ7E7IYtdsekE6GP4804DbkoBh6fmrvz57FixPZIvhBQCoh/YsTM2DT8xmk93GHBVCLJn7DeBiLNCwNXPxLtH4/EOS2dbXBa74rPYHZ/BtvBE1h2y8JqfFEDERf2UIC4yMjIyMjIyMjIy/wLIQnNepIA8NvNEz7wfTdX1H+GNUj+IrvikHVK4/e8L/iPzj8VNJWA/b2RVjXRWU/Y8y8jIyMjIyMjI/BsgC00ZGRkZGRkZGRkZGRmZnxVZaMrIyMjIyMjIyMjIyMj8rMhCU0ZGRkZGRkZGRkZGRuZnRRaaMjIyMjIyMjIyMjIyMj8rstCUkZGRkZGRkZGRkZGR+VmRhaaMjIyMjIyMjIyMjIzMz4osNGVkZGRkZGRkZGRkZGR+VmShKSMj8y+Dq0rEwUeHjZeGBR4anvPU4eirZ6n/r2+bjMzPhZtaxNFHyyIPzSO5ehd66bCT8yv/NNQijgpp7ljoESLlzPbV4+anZ+mvbdu/IK4qAQcfLYs9pbl6gZcOJ9VvY65+xDZ3aVw5qKW+8Is9Vy3ipHj6mHb5DbSZzC/b/t/OP+7S/GPn+xuw62fgNyg0RZyVOmx/peT2S/30uKkE7H102Ftf2L/mS8ZNLeDgY51o1P88Lzw3tYizr4jzLz05/0S7XNQP/b9a6nP2SgFn9Q+8l1rExVfAXvEjrvHTs8RPxM1XwM5Hh4NK/E3VzXfhah0Tdsrfrs1uaj0rNpl5a18UnwfHs15MxDMkkrcDjbioxF/dvn9J1CLOKhHXHzUGflu4/ZOVwdVXwEVl4OU90XylT0Ydnoo6NBlvfTxrj0fy4U4TL/rpWfIbm3t/y7j56VkSYGLNngg+Ox7HOn0S7poYPtlpYJmf/jfdN+7331+jrV1V0rNdfmT9uKn1PL/FwrsHovkiJIENYgLuQeG8tsXwm5irV2yx8M7+KL4IjsfdkMC6oEjeCdCzTP0L1bNawEFlYNWuKP6mT0EVnorakoyPPp5vjkfy0Q4TL/n/843nf7a59VerJz89SzeaeXNPJH++P/+ERPOHHQZJk/yT198/VGi6qgQcfXSSiJsHOx8d9gqB5VtDeXuXhVc3G76tYDer2n/atd+iEHB62qR7X1B8x/W23gLOfkZe2x3Gm9uMrHxocEurXD/MBkff7xlcahGXH2CLk8rI6l1hvBlo4gX/By+8H1wfSgFn1VMmKLWI07w2fEcdflsXIk5KAYd5bLDzkZ65YqOB5/0fEsdPrX8BR+vzXH2F+cvwo19kIs5KAfuH7VPocFTrWbnRwMoAqU7c/PQs9Tfw4jYLb2wzsFwlYOv93XVq56PFXimydLOZNdtNvLTR8KBOvrNNtNgqBJw3mXlzt4XXNxtZ/u3HoDh/2X10ODy8mvl4m1n72nxt5aYSnuwj1vHx4HdP6wMPlddbh0uAidd2hvFWoJFlfo+OiR/SDx2sbfjLvShFHBQm3j2agnCymsbRTm7cGWDuTAkH9aHYegn/dC/p7+rb8/YzhbQ490g57y+IPN4evn//CrmbWo+Lr8gKf1F6zq+wMPh3o5Y+kpf7iSxV/xN4DdQizr56Xj+UTFBVPYNXurhyrYdrk4PMzfRyY6SSpNho3vOX5iPX+9d8zxj/dow+7V3xr4xaxEVtYNm+RA7ll1M32Mblu0NMna8hM8LCC/4iDr/Rvu2qEnFVSWPQ9Rf8oJfe90++t139DNL79Ed6IR2VZj7RZRBee5qOcz1MTvYy2ZuH7xHzrzpXu6lE3PxNfCBmEnryFF3nupma6+ViXzGHtxp4QSng9As810ml58WDyRyrrGV4opurV7u5emeAuelerp6tIik6lk8CHlq4f9o74Il3gvT98GuMa7eH5tYl/wxz66+FWsTZz8DKA8kEF1XSMNzO1ekhJs9UkWgxscJPxOk3Ov/8UP5hQtNNrWf5RhMvb7fw6jYzL281s2qrmVcDLby2XeKVbWZe3xXNptwqauryOaIPxcFHwFWtZ2mAkVWBFlYHPrj2lYeuXR1o5pVtZl7abGSFv/S8xweWW4CRF7ZaWB1o+fYeL2+zsHr7/fuYeeH/sfeef1Fl66Lu33Hu2fusvc5aHcyBZA6tdretHeycs62SKxAEFcw5AFVzVqCKImeQKEERJEjOOWcRVESUIOBzP8xS0bbtfFfvfdeH8WsbqJpjjjHed4xnvMkjkM/EVOLrCkiOCuWTPQKL5I/7v/En+v+ql4FN+6R3eMVTx1o3DcsU0uHrmRDgqmPNHn9e9TKw8Sf6st7TxHtnE4movkpGUiTf7RNYKJP6ssJNz4Z9BjY9bzz26FnvoWWly0/ciLjpWL/3yTHdsM/Aq17+vOKuZcWzwEApYmWGwlW79aw3P3fTvsfvv9Zdz5vHw1AGxLD7lD/r3TSSgnTTse7p8X/4vN1aVrhoWeWhZ6O5Pxv2GtjkZeC1vXrWuv9yRWmjlDbcle56Xtn7sG9SP7ecicLbFIHTCX9WykUsZCKr9wahiM8iJTMBNx8T6zz8H83Dpr1SP2fP9aY9el47Go5j3EUuZCXgdszASieBZebnPb1GH37Xq3v1rD8YwmeRWVypzyJIE8SbTmqWumiwcdWy0sOfTWY5eGWPv9R3LwOb9uhYPWvdrN87q2+eeta6/Xi9P5K3WTLz8N/rd0tgbOOiYZmrjnV7pTl59jo08IqHP1+a0ogrzSMjMYzX3DVYyCVYXbn78Tp85RnvLK1PPet2a1npIj5TLv+YJrLYycAn6kQiqoqp7Glk6kEnXL/Myf9BoCldjOievc72SXK03OXxGNu4alntadYzex/L1EZPHatcfs9ciFi76Fm/PwRXfRjfHzewWvnfy2XTRili46bjtVMRuKpC+PagDuu/+IZu6SzwyrFYzpVUcfNuLW1laZw0nscvq4iu8Q4e3CriQlQwm1xmWbncHsv4k3r38d61ca+e9WYZtf7/myVUIWDpqmP12QQMuXnU9tUz8qAHbhZxIeivDJoiVq4G3j4ehod/CB946Vih+ONl0FohYuOiZbWH/vGetM/Axj1GPhNi8PIPZ8dBLVa/cN3YKEWWOAew3ZRKQl0ZDQMtQBt0pKP4F4OmlVxkuZuBb0MziC0toX2oGWhnpCOL038GaJrPKlYHYzhbXMnIWB1tJWn4GuM4m1NM6912HtwtJjUijHdl6kegudz14dnt2fv2q/ue3HtXuEjntv+v9LONUmSZu57NpyNwVwXz1YG/vm79lzWFgKWbnld8kwguyKfuWgOj9MBAAXFGPSv/DZq/tAksdDTysSaN9J4aWvqqaeyuorGnmubeatr6a2jtq6G1r5q2a3UMjrXDYC7+gSYWO6hY7KTjtaMJRDRU0NRfQ1NPFY3d0mdbH362v5qW3goqKjLx1QSyRS48VnxKUbLunIjneH4prf215u+ooqm3mta+GtrMz2/uraX7ZgsTE/U0pkfwtZfAfGep/59o08j8yf5L39PSW0ltQy4J8VFs3y8dDJ52K7GRCyw+Eo3HpWJa+2to6n3cl5ZZfWnpraFzqJmx+010X4nD4aDAPGeBRY7+vHMuhYR26e+bep4xlv01tHSXUVJygWM+Rl51Fp64DbNWilifTUIsKaelv4Ym8/s09VfT2ptHoDaYdxwlCJrdd2uFwGKFPx/6xqPJySe/pZLGvmpa+qtp6aumpbeSquqrFNSX0dBVQl5SKG94iJIr9MnznHpi/M3P688nMiCEN2QmvonMoaSvmqbeapr6ami9VkNzyQUO+uqk2KOfubG1MVtW1p+I4eilAko7q2npr6G1r4rm7gqqumoY7MsjJjSUNxzULHYUWLc/nLPlNdwYbeL6jRpaHq2ralrM66Sxxzw35p+3DTRwbbSJ8WvZ+J41svIHNW9rUwitq6a1v/rR+mruk77r0Zz219F9p4WZ+2WkG0P4wEHFYpmaxXuD+Twmj/Luapofra9aWvrLKchNQukmYCPXsPTIeXQlpbRdq6Olr5bG1nyS40LZ4i6y9JFbq8AiRwPvqy6Q2imthaaeKpr662htySEgJIhlcoElzlpW7IlGVVRCXX8dzc+UCWk8em63MTFWTXNeDG+4a1jiLGAp0/F5UCbnm2tp6Z8lE+b112b+b3N3KQW5qRw67c86F/FPc4m3VmpZ5+nP5hMR/BBbQPvdVhjM5oT4PwU0BZY469h4KJ7g2nIaZ+ux/lqam/KIMAbwursguWXL1Sw+EIlzWiHN/TU091XT1FtDy7UyLiXGYOvxDAvoL2oiFk4i67wiOH61jI5btbQVJKA4pmXhX9i1+ommFFiq0LH6SALBtVVcv1FBblI037tKelKyBGokPflXAS+lwAKZiV2xBXROtnCn8yKHT/qz1llk5Z4Q9pxPIzjlPIoD0iWhlVKyclmcSuDs1TJJD3Q/JeP9ko5t6SmjsCCVEz4G1rpo/iVhK//KZuOiYbmnga0HA7GNyyH3ZicMFZH8l7Voiixx1PLWuQRCm+q4fr2MgsRwPt4nskD2x7meSp5TOt7zPY+uqJjKWXtjU3s5jQN19DVkofM3SF4Sv9Ciaq3UsWGvP6+fisE1vZSb91uYak9HfvJfbNFUaljmomW9dwBb9kdw/FIx/bRzq+0Sp/4E0LSWi9goDfxwPp/6iTbGWrMQTupYIxdZeyAE+7hMwhNi2X1cL/2ti4CFTMdar1h05WU0POcs29JfTXNHMVeykzhwzp81Cskb4k+HTaXAEoWe9SeSiGqq4vqNMi7HRfK1Uo3FX0WX/sWajYuWFZ4G3jochGNiHsW3O+FaATGGf4Pmr2giFnI9mw6E4nb+IvEdLUAfTFeSX5COd2gih6OSOBiRxNG4DJLbGrg3kI8pKJDFDmos5FrW7AnCPjSFgNpahukH6mmtvsSh0EQOx6QRWlJKz3gn0MaNlixEbQCrZoOJUsTKK4iPVEkY80u5Th/Qzp3GLIznE9kXnsSRqES8wtLQXC6la7SehotRfOMlMF/2uP/uCRc532nu/1Qleflp7A1K4lzyJS5UFVPTU8fEdDvcraWxKoOzoonXndWPDy8uGpYpRCz3mnjHJwExq5DOmR6gi8m2HMKTEtlr7ot3WCo+6UU032mg62o8jmbQtJTrWO8Vgjw6jfDmRsbpB2qoLMnEOziRo3EZxFRWMni/Ex40c602nZO+BmycHx+abFw02OwP4UsxhbCySm5zDWjhenUmQmw03x00sEEuPOGyaa0QsfIKxS0hh8LeBu5NtjB5s5LmxqsUlOWRV3mV8vZqhkZbgV6YqKUpK4KtezQscBaw8g7mE1USpqtlDJrH/3b9JQwJMWw/YmCdTMuGMwkIlbVM0Q23i0lOT+WgJpRPD2p/1v3DRiG58mw8l4ihooqByRYmB0u4fDkDVfJlslqqGZ7shAflXIyJ4G17FYscBdYdjESobeDerTLSLqfhFZrIgbAEjqdc5kJfm/Qu42WkZz/+3bGUy6R2NTAxlIve18TaXWrWHQrh25BMAiprmaEHaKQ5NxNNaALeUckcjkhgf3wGmupqhu+VkRUYKoGmQnKn3XQylkNxOZTeagf6YaiYrIsJuGhCeM9FZJlCg9XeYLb7x3EgvYDsax1AJ9PXcgnUGdngIrBILrLMRcRSrmPT/hCcotLwq6xl9EEjg5XZGE0RfH/SgI3Z2r7MzcQ3+vOoiivomOwDWrjdnoNPTDIHwpM4HJnE/rBk/IvK6RyuoTk/hq27NSyViVgptGw+HsYPEZeJamgAeoBaKjPT8A09j3dCJrG11Qzf74L79XRVp7H/mD/rnAUs/wQ9s9xFg5WzHy84+bNel03dSCsM/U8CTWnMV3kEYRuUjKG6hqEH/UAjXfVZHA2KwfaojrVmF6tlCgFLzwC2no3HL7OQlrF2pgcKiExLxOFMIG+7/frYqof9WOIosuFgDKbOVkkXtqRz5LSGec7/fUBziULPulNp5A13Ah305SWgcJMOQ9ZKEUtnFQscVMx3ErD4V8fHK0WWKdTMPxDLsdJ6mKmlKTuSLa4CCxzVLHISWbNHzxteetaaXeltXKSDs7V3MJ+qkwkqLOcG/UArt2ovoYtPxDMkBW1OIfXDrTDdSH9jFoIqgI2uwl8Qrv7cZiNXs8BOxUZdBsnX//qguchewweadK6M9wGtDOfF8O1+kbnOfwxo2ihErOV6PjakkdBaz+hkMyNdBaRlpqG6lEtBZz0T9MBQAeHBRhbLfrk+We4iYuXsx99lJt6PLOTaZAvTHf960HzYLJ1VvPiDP7ax+XT8aaApgd8ytwjUVTVMUU/txVi+dlSxWCawRCZg42lgq6eW9a6i+bki1gotK9wD2W5MRCyroneqH2hmsPkyJyOTORSVRmRhPkVt1dy81wozzQx05BEXH8Hn7iLWf9L++6gpJWPExnOZlN7tAtrouhyPg4vqz0+o9N+4WcvVLLBX83rAJS7d6ISBf4Pmr27LXUUW2/uy0MWI7aVKBiY64UY2pwQ9f/vmHC/a+vCP7T7MdTKyr7CGyVtFRIcHscheYJmrBktnP+Y7iLwbnU/FSDeMFZEQZeKl78/xwi4Vq/eHYHs+n7JbnUAjLVcTsXMXJffVh31QqHnhW4G3/NIouNcFk3XUJgbxluIc/3u7Dy/bnuN/f6tl87lL1Iw30Z0bww/eAvNk4uP+uwZgl1XJ9YlOGMrihFrHf3x1jkUyLVuPBPKVbwx74y5z5ZrkDnKrPQudzsSrMtHsgvK4Ly99r2bjsSTSbrYzM9NMZ2YEX7if4399L/XlP78TWX3oAgV3mrlRkYDykMBcZ5HlrhqWOvqyQKbji+RiWu92w0gexgAD//XNWV62U7P+SDiK1CKaRjthpo6KS3F8oxSkW+6H8yJX8c/vNHxmyqJyugdGKymIMPKKsw//cBCxNsdXLncRsZBrsNwThkf6VVrvdsFUHU0laRwzRLD9pImPDhr58IiJL85G4BSUTmx9HXfH62jKiuDNPRoWykSWK1S88K3Iu0I6hWNdMFFLVXwgWxU+/N1OxRwnDetPJxJQU8XNwUKSw0N409mXf+6Ssm/93EHPUiay0jMUr9wKhma6mB7IJzYkiDfdBBY76dh2Lg6hsobRsXKuxD0GzbUHI/CtqOZ2Szp7T2n4j2/O8X+/O8MCz2DcrtZy934H9GbgcUrLf5p/N88jGJcrZdzszUbrZ2KdvZolTr78zcnIOyH59M20w0wJcb5GNn1zhr/Z+vLi9tP8TW5kc1IJNyYrKQ0L4yN7FYtcNCxXCizcpWKJIhxNXR136eZeVQr7D/vyX7YqFisfrhuBhbbn+E/3SDyvVDFFD9DMzdo0DhzXsdJJikNd7ipi6eTLC046VoXmUT9cxtXQEN769hwvmmFASnylZv4uXzboM0m51gXTVVReDGe5gy9/3+7Di7t8+Nu3vmwLukz1rQYGSuN4ywyaNi4aLB19+A/nIL45X8xd2pm+U0DAYR2rvj3D3xxF1hyM4lhmMT3T3TBdS0VCOJ95CsyX/Um6RqFmoWsAWwKu0HDnfxpoPobp+XYCb4fnUjTcDZMlpMcFMn+nHy87CU8kMFuuVDPnBxVrDiVwvquO3pJ4vt6n4j92qn8XPFnJNazyMPGNKZnTyRc4bQzlo32a/0YbohSXt3JfKM5hqahSUvBSB/GWi4ilXGD5bgMfGlJQZ17CEBbOF97iozjyf0V/bcwx/WuEVEK72mCkjCvRJta7i490o6VceDKe+2FTqPjntyLvazIpnuyGsRrKY01slp/jf33nx1KXAJzjcigf7QaaGCw8j+1BLUuc/ptcGvyhYyzyVsBF0gb/6qCpwVKmYcPBUJyiLuCXmMwBlYnXd/9B1mhzfJ31gRg01bWM087N5suozhnZ6qJikauRD/1SSOpoYnLoKpG/EjSldalmnnswX8QWcf0vBpo2SpFFDgHIEwro+rNAUynl4Fh2JIXznU0wVUpqbBjrHYRHBhJrucASc1LF2braWq5mvq2K10xZZA11w/0KCi+EsmSXL//YqWa9dwCfnAnH0ZRKWHU1w3TB7RIuJ0by5W4NVn+qbEu6dbV3GIrIVFQpyez1C2Sry7/jNH9uzVnJNbwbcpnsm/8Gzd/cLJ3VrPQKxuVKFYMTnXDzCmqjicUOAjYuEogtdzeyPSyD0PQk3H0MWDg/ThJj4+bPVwlXqbnTDeMlXDgfynKZlOxiibOauZ5x6KtqmaaHsfYcTGe0rFSKWDxSfiIL7fR8rs+keKwLJutpSAvn832S1XKZi8gSmT+bj8fhk3URMTCYbZ4iS8zJUyyd1az0DsE1t4qhiU64kYOfQeq/tTlJy0JHFXMcdLwfcJHsgXagjZuNmRw/oWOFUmTp7L7Y63jXJ5VLtyTQ7M6OYdcBgXnOUl+WynRsOBjNiYuX8A8P45O9IovNsXFWMjXLPQPYlVFKx71uuFNAaFgQFo4C1go1i5xFFu9PJLq1gRm6uVN3Eb9jIlZKcVZiHZGF9gZ2hudQO90Dd6sojg/mHU8pFvThvFnJBGzcTXwTlU/DaAdM1VF75Tx23gIL7KQE4Vz9lgAAIABJREFUN0vMN3CLnfz4xw8aPtSlk91azJWEULZ4ah5Z2hba+fOV8SKl410wUUddShif7lXzD1uRtccTMNbWMjFWSVFqFF+4iVg4Cb9QOUluhev3J5DY28QD2ujLiUe224cXnaXESUsVOt4Lz6aoKZfzYaG87iCwVCayco+J7UEpCJGRfH1Yx1KZiIWTitWHI9hfUse9+x3Qf4lDaglYrOQCy/eY+NSYhBAbzc5DelY6i1g/3Dijr3Jtph1mykjWBfOeg4rFLpLF1XK3kc36VIyXL3DinIk3nIVHN5VLnTSs3RuNqbGee3QzVpvGyTMii55OLKUQmLMnir3Z5YzRBUgQV38pll17RZY4SLBhI1ezdHcAW2IKaLpdTklMJJ87qFjiMiuGTyliJRfZFpxF5vUumK6mNiea193NMKkUsZRpeMv3POfSM9GFhrDRTfM4/kuhZo5HOA6ppdyjnenRQsLOBLDFUc0SpcDcHQJvnE0i6XoHPGhjoj4Z+Ukd8xz/KPcuKdHJAns/5tj68vLOs/wfex2rNdnU/qRFU0qk8Ogztr68bE5hv3hWOYPlLhqs5GoWPvF3vrxsp2K+2RX94eYvJdx5nA5/npOAhVJk6RPp6qUU/ot/Z8pya7mAjYuez+PyKbvdDZNlZCWHsUouxeU9PT6LHLS8eTqF1J56+iuSsD+mZa7Tw7mVdNY8Oz/m2KlYKBexVAgsdpz1znbS+8xOyLXcVcqIvdDWh79/f5b/slWzWC5i5axi7uyxsvVjvrMkw1YyNfNm/XyOo4CFQsOKh+Ps4Mccu8efnWOvYuGsUh1Pj/F8J4ElCoFFDtL/z7FXPwICK5ma+fZPlQmw85NSxptdCx9etMzdeY7/8905/mkvhQpYOatZsS8IZX4No3RDQyoHT4oskAlYylSz3kF6j3mOkgxbK9QsmN1/BzVLfuaC7GGZkvn2T463tBbFJ+TU0lngTUMGqYMdcKOEtCADG9xElvzsepL07jemLMonu2G8luqkUD7aK7BAJrLU3g+bw1EcLm9gmnYYzkX0M7HBQY3l75gbi0clWHyfWP9P9PfpkiLm97Z++MxZMrfA+ccHVSvZk3I8x86PufYP17LAEpma+XZPztccR3MYiVzNQvvHP3/JTsVCJ4E3TU+C5hoXQfrep3TAArN+tHjqHec7CVg+rZd+YtxsFLPfX1rDixUilk/pnTnm95/t9rjcVZqbuTvO8bfvz/EPe8nyvsJ8QWz9UDZmv7/dQ930M2tGIWDpqmeFLovLA21ANYUpkby73Y9FMoGlMoGFDkZc0wqorLuMXu//Y9dZc8Ka+U/p2Tn2KhY4C1jKnwWaeubu8mOevd8Tf79I/uwKANZygUWO0tp5efZY/cQ72phLiPwSefvNoDmrTMmznvFoDpUCFkody3wySO9rgbFCoiKCWOok/HyIkEKybH4QnkPujW64X0npxUhecdFgIRewkEvlWV7apWb10VjEijrG6YSRYpKCgnnbRWChYvb3CSx2VD0xji/bSd4cT+h987qe/3QJFvPaXSQTWWZefzZyNXMe6lYHSbfOTgy55JnlmVQscJL2pPn2KhY5CyxVCCxyfFwGZ56TgKVCkru5s+RuroOk/38PQP9yuZGSTS4y750P9ZO1UmCJ45P9mucozDr3PzmWVrP03Eu7fHhhhx+bDJfI/LdF87e354OmtPiWOqmYaydNjuWswX0uaJrdABfLI/ErqWScPugrIN4oZWx6fMP3fNBc7vLQfP1YaGbX0HoeaM4+xForBBYog3FNK6T7fi+MVVFzMYL3PDSz4uieD5oPF/xCB78nNqdHB9vngaZSwEKmwcotlsCGOqboY7o9G5MopQ7/VaCpFFjkrOO1U4mc723mPh2M1V/g0GktC8xA8/Q8W8g0vHYkFIUplt1n/FnvrjE/88egWZsSyvvuahbsieJccSUjE3U05SXg7KVhuVz8FdlmzaB5MJn0gWaggxtVaZw6IWLlpGahs4iVq46NJyPZZ4rE6aSBVQ/n4mGG2lk3spbPAc2Hn5EuOGYp4p8BTcldSMV8Oz/mOD6tFH8daM7dG83+3FJuTjZxra+R+w86YbSElIhQtinUUgKrPwI0n5AJKdvuE4r8eaDpIrLYXs0bZ+IJ6WiHmXboycTTx/CH3FrbKB8mczLxkU8UjsY4XAJicApIxCu9mO57rXD9Msdngaa1Qro1XOcdyGeqaGQB8bgFxqM0RLHjtImt7mZ9opQs5Ks8jXxwNhJbfRwupnjcAmJxFsP47ICedS4P16eWNXuMvHMshC99I7DVRPDNUQObFBo2Hgrle10syoA4ZPoodp42sdVT87uyAP4RoDnHUWS5m46N3iY+PBXGt6pIbMUwPt6rZa2LnjdPR+JoNJfNEMP55og/61ylDW+5i+RWutBRYIWHgbePBvL+fj1rdxvYcjICmTEWB200dtoYnIzR7DhhZJNSx6bDodgaY3HUxeDoH4OzTyBv7tWw0Flk2W5pnB0McbgGxuMaEIODKpj39mpZ5ixg5aJl7V4j246H8JVvBLaacL48bGSzu4F3z0awSxOFnV8w7+7TYu0ssmpfIF+oY1CY4nEzxeHiH8VOdSS2viF8fEiPjVw6ECxwElm3z8j7x028461nnUJgib0vi1wN7Mwsp2+ijbvlCbju9+E/doms2B+KrTEGJ100dppoHA0x2J0NZIurlnVewWz3j8FJF4ODfyxydTAfeGuf2MdmN6uHZUoOBvO1EIM8IB63wDiU/lHsOB3Alt1S3LW1GYrm7/JlnXCB+GsdcKOYVKOOZU5+/NNO2it/GmifD5o2MhXzvMPYcbGCCdphqpTzmiDedfBjnvzZc+P43LmJ4OsjBjYqtGw6HMp2XSzKgFic9dJ7veEhWb4fpvTffCiQT8+E84MYxa5zQby9R8MyzwA+9otGFhCH3BCDgzqEj/brWGW+aLVRarCWiazaG8BHflHITPG4B8bhYojGVhXBLiGMT7yNvHc4hB/843DWRmOnjcbBPwaZTyBbPDSs2R/M15pYnPUxOOhjkGtCeNdTyzb/TC6YQTMxwMD63Qa2+UTjZIjBQRuFnS4WZ20E3x/Vs9pdz9ZTkdjpYnDQxeBkiGLXmQA2KjWs3RfIp76SHLkExuNijMHeN5gPvLQsU2qwUmpYsVsqqfLp2XB+ECPZ4RvEO64a1noE8KFfNPKAOBSGGOz9Qvhkv07KjKzUsFwpssRRxSKZhnVeAbx71MS2fTrWuEohOpZykeXuBradCmenNhalKR43UywybThfHTGw0Wxd+kkdZAbNNYFXyB9sB+ppLEjEabeApRmYrJQ6PlJF422MYMch6X0eVQlQCCxVaFnvHcRXarOeNcUh10dh6xfKZ4cNbHRVM9dtFmi2p2F/RI+Vu4kvxRgUAXHI/aPY5RvMu3u0rJiduVQpeR5Ymt/R1l8aY0k/h/LpIT1r5RKQPDw3WcslOXnlQDBfqqPN8hYv6YbTAWz1kORNeo/fBpo2isdlSr4RopHP0j87zpjYYnZdtXLRYCNXMc9BYP6xCyR1t8B4IeEhAcz5wZd5DpJn0k/Nz/NBc9YerRSY76TnHTGd7BvtQDt3G1LxOq1nqYN0+W+lELF00bPlWBg/6GKlcTTFItOE8cVhPWvkgjkBpMhSuYa1XoF8KTzWrcpZuvXDg49160JnDev3GfnguIm39+lZYy4NY60QsZBree1wCN9opO9xfzgP54L56IiJ94+H8LVvCB8dMvKGp4Ftx0P42jeCXWIE3x7Vs8ZNxyuHQ9mpj5N0iy6SH04H8JqbhmU/kYX/FzHKLLnZ8Sy5cTXv+a46NngH8P7JUL5VRWEnhPHJQT02Sj1bTkjrUWmMxUkXwTfHjLzq+pS8KUWWyESWexj58Fwk9v5xKAPicDHGcuhSIVV3Opn5d4zmb5zEZ4Cmn38A8+3UUjkQFx0b9pt454A/69w1T6TLfxZopsaHYOUkHfaXOIss9oxFX1XDFD1Mdl0hWKV7KjXwj0Gz/kIYn+xR87KTwFK5VD/pzcMBbPbUslz55AH/l4Gm+QDsJPKamEpEexvQwkjnRQ4f1LP2kX/8M0DzcjQ/eKt5yVHAQq5hxW4DWw8HsGXP42yAjw4pzwDN4NBAFtmrWSpTs8hJg413AlGtDUA3dxsvIZz+DaApV7NodxCfRl+lZ7IdZmoojIvgaxc1C3/1Yfkp0ByvozoplE8PBCNPL6ZnvIFrlRc4cEzLcsWvgUzpu5c6a1nrFUtgUz1j9MBYFWXZCbge82eDm1SO5afKtjzMVPvwdz8Lms/4zLNAM0kTxDt2fsyXC1i4aFm1L4B3DhnZZM5K/NtBM4ZDhaV09xdzIT6T/L4mJulkqjMbjdbIKmcBC+ffBpo12VFscpUSOFnIRVbtMfLmoQA279H+ODHKM0Az9JSR1+1VLJCrmWsrsNUnkcRrkkVzuukCLqf0LHD8faBpYy7zsNY7jN1JVyjpr2fkTiP912vpHKhjYKSV6el26Mvi2EPQVApYKrS8ciiSQ5n5VA/UceNWPd2DjQyNNjDUcYWIwCDe3q3BQiZguTsIu8jL5F9r5N5YE/1D9XTfbGJ0pIqa3ATcj2qxcBZZvtvIl8ZUIouLaLjexP0H9dTnpXD4WBTnrhTRMFjP0O0WRidbudt1hRBTEJt+R5KZPwI0X7ITWH8wFPf4LLIaKugZaeb+ZBkXgqLZIyQRWVdJ/3AjQ3damRyvp7ssBc8TepY7SQfQtV6BfO4TjXfCRZIr87mYEMFXh0P4LjaflpE27j/oYGamlZFb5VyOieATuT8f+1/k6s1m7k51Mnm3jta8eHYe0jDXNYhdkVlc6axl6GY9vUP19I80cWeomKykKL5xF1nhHsDXpgtElxbTNNjE1INaKnPSUPmnkdXfwgPaud99iTPnDKxxC0aRlEvVQANDQ3V0D9YxcKOeayOtTF/LJyYiCBuljg0Hg/lCFcfZ9MvkNuQQERLGx3KRlXuMfOwXw4mSagYn2xhrvIjaP4jXT0bjkphP/Y1mJqY7eDDTxt2Rakoz4rB107H1dAop3Q2M3O/k/ngT1yovsN9HJyVIelqXKUQsFTq2nonDt6CE5sF6hm7W0zVYz/XhWgZac4gMD2Wbh3SJau1hYMuhIOzjssm50QG3KyhIjmL72RA+PGJkk4f2OVaQ54OmhYMfSw9G4lFYxwwdMFqA0c/ERls/FnsGY/ur56aOmuxkDh6Pxi+viKbBBoZut3D3fgujHdkYDYFskKlZqtSx9kQM5zKvUNxew6377Yy2XyE0KBTb6Etkd9RwfbiR4bF2pkYrKMyIZece8XHdyN2BOMVmU9BTx81b9XQO1tJ7o57BG41MjJWQGBjNQW0aGddbuDfdyYOZDsZHamjKi+eHAxpe800ivLmR2xPtTE02MNCcwf7jBt4X00kZ7IShQuINBjbtDeNIfhkdY+3Sup5sY7g7n+gQExv2BOCQXED5UCvjUx2MjZaSdSGW7/aH4Z12lepbTYyNNtI/UMe1kSZGB0vISYnisz1arJw1vH46hpOZuRR31HLrfhO3r+cScC4cr/BLXOqsYfB2E7futXF/pIKSjBi+8dJiIxOwdPdn04FgvtfEc/ZSDlkVV4gNDuJ9T5GFMhFL1wC+DMgkvaOe0bEmrt+sp+tGE7dHa2krTeXYGb05YdRPrBmFVOZthV86yZ1NQDczN0u4nBTN9v161iklq6bFs84AShFLpZaNJ2M4ffkqDddqGRisp+dGI7cnWpm6U0nVxTgc9wv80yWIz2OKuD7RzFR7Om5iNK7nr1DZX8fN283cnmhlbKiYjKhQPvQQzd4g5gyqnia+Cs4ko7maoVsNXBuso/tmAzduVFBZmMLBUwY2mut8Svucls2nYjiTW0Tj9TqGbtTTfb2egeE6BtqvEBsZzvt7zGckxW8BTRFLpY4Np2I5m1tE+1A9Qzfr6B6sZ+BWHX0dV4gMD+Mzd8lLaKW7P1uOhfJpcDZ511thoozMtDg+PR7Mx8cC2Oz2E5n/XX4FaLposHRSs/JAOJ751YxMdcBkCeeDQnnbQSpzZeFq4F1NChFVlfTdbGBgqI7uW02MjFTTUJjMvmN61iqks8Ay73A8L+RTe72eoRt1dF+v49pNSbfO9OYSGhKIlULHxkMhfKmOxzczm7yGbEIDw/jIWY2FQsRKoee1E3Foi0rpGm7g1q06Oq7Xc+1GLdd6Sigqy+NyRTFNvfnEJiRxRJdEfHkJzYNNjE3U05IVi6t/LMdzi+kYamBopIV7k80Md1xGJ5jYrBB+k/u4jfKXyY2NTGT57iAUMRmk1pTRdbuNmTtl5KXH8JkqieDyMrpvNHBjtJV7U430Vmdw5qw/q5UPDRlSLXebfSE4xmRztaeO4ZEGBgZr6RqopX+4mSm6mOrNJ/rfoPnr27NAUzCaWOqoltK2H4jgREEZrdVp7D1nYNGsw+izQDPtfCgr5SLWcpHlbv5sM10mZ6ANaKarLJU9e0WWK2a72zzbovmFl8BCmcAipwC+D8niak8RF8IC2bpbeMLN7ZeC5jIXDcvkAvP3ReF9pZL7dDE1XMx50chWF4HFCnNfnmHRtD0osECmZrGTkU+0GWR3l5IdH8rHP3Jn/TFohoUFYeUkSOPhEcAnEbmU32oHGmi8kohst5QB13r2ePwMaFo6qVh5KIJ9hXWMTUtuVVqNFJP4vIByG+Vjy9DTB56HoDl9r5a69Hh8M/MoHm5mtCUL0deflYqf2MB+plnLBZa7BfBddC6lQ62SS+lUI9easgkJDmGbp5ZlMqnu5M9B7C8BzR+1Z1k09cG876hiqUzNEu9wdqZfpakjB/0ZI687zc7q+xtAs6icgd5cglTBOMTkUn67HR600FucivcRDUsdVSz6jRbNN8ywZSXX8V10DsXNV0mNC2GVQnyyoPazLJpnA6SyLUqRJa5B7IrKo226C6YaaLkYzbfeotlV/bfqEsmSucY7nIM5pXSONnG37yopcTHsPGxk29lYThZXc3uyHQYum0FTzVIngdX7I9ifW07faANDjRfx0wax7XAEnheu0jLazGh/PiEaE686q9lqzCStv4MHM/X0VSSx40QQ74vppHc38WCqgpzESN6yV7FyTyDO8ZfJrCqjd0TSP70dJeQVFNHamkdSYhyegReIbaxn6kEb16vSOXJQNB/Ifv37/z7QTMT+mJYXdgm8cTqa01kFVLRWc3OyA6ihoqyIsupi6qsz0QTH4h1/hcrhNpiupTQhku9cfHnRI4TvY/OpH2rgxr02JqdbuV6cyO6jAnNdg7GPyqd9pgseVFMUF8V2T+mm2EIZyM7wHKpv19GaG4/TUS0LZAHsis6lZqSFO70FxIaG89mRYLaHXCKnr5n7d8u4FB/O515BKM5nc7G6nL470hhf76+gorqSm6Mt3L9fT3dRIg77jXwXnkP1cD39tRkcPG3incOhOETnUjnSATdyMWp1LD8QjnduGa2Djdweb2P6QQ1liVF85Wbii+grlPfVMzTWzvR0BzPjTdy81UDXUBkF+ekcC8ii9FYb0ERzVgIuXpJMWigD+EibSf6NBvoqLnDojB4bl2dApouGpU4aNp9LxFRXx93xeror0zjhF8Q7B0JRJuZSebOFyZvFXIoLYetuHcvOJhNYXk7/SAv3pjpgqpWx0Ub6hmroqU5Fecb/if3y6TXwLND8wFPNy44Cixy1vK+9QPK1DphpYbQ+BcVRHfPsjeycNTdxs+Ymu7fpOXPTRHdbCXlXi2htzSX+fByeQWkktjQw86CV/rILHPBSscTVn1dUyUQUFlA/0MC9B52MD1RQV5FHRXcJV/NSOWaI41x2CV2TXTwYukpimIkVCoElSh1vBV0mb7CBO01ZiKoAXj0YwvbQLAoHW2GiiNjAEF611fJZYAYZNzphponrxQnIT+il9SjT8Ykxg/Seem42puF1NoBVTgJvGi8+smgmmfxZo9Swal8IB3LL6KNPKnsSFcxrHhos5RpW7w3GPauUnhvlFKdHsHVfEJ+G5dF2tw2ooSQxlp2eJuxir1B9t5XxoatEi0ZeV4i8o0vBdLWYpr56xmjn/r0K8vMLqW8qoiQ/haOGeM5cLqF/ppP7t4o5rzfxpsKPlw/EcjinhL7hZm5PtDN9r5balHA+2yfwkq2aLepkwtpamZlu5m5zGu4+QWw5m0xEYwNM11CTE8uXShEbufgTWUjNFxzuIezJLKLlXifQyYPxOlorM1AJJt7YrZFgc7bLrFICoLUnz+NfVc3d8Xo6y9I4fC6Ij3ziEcsquTVeT2d+Asr9Kv6hDOLzmEL6x1qY6Ssgs6GEouZCctPOcyggEV15NaMzrUz1Z3HyrJHVDmos5GosdgfyVWQulTebuD9cQnZiLDsOG3nXLxH/siqGJxq53nyRU6cNrJepme+o4bXT59FX13JnrIFrtRmcEYLZ5h2CU1wOpUPNTA6XciUpnPc8NFg4C78ONM0Xh2tOJWKsrmFssoGeqgxO+AWy7WgY8rgrlA81M3G3lItx4bzrpOW1YwmE1FXSeruFe/fbYbqVuyON9AxV01CXyTFvPet/4nm/BjSXKdQscg1gW1AuTWNtQCM1F2KwdfPjJUc9b/mmktzdwOhIJaUZ53E8ZuJ9dTLBNTXcHa+joywJZ28dVvb+7DqfT+NIPT2Vaew7EcDbR8KQxedTN9oB13MQBS3LD0VypKCCjqEmRibamHlQTVFCDN85+DHfScMrh6IRqmq4OdHI9cp0TqoCedU7hF3hl8jrb+H+/TYmb1bR0ZqFJiaZ05GZFDSX0znSBjMt9NfmUdFcRHVzLlHRsewLSSe1q5mpqWZulSUhP65lvtOvP19YOAlPyM29lsdyE95glpvsWD6VaVjtEc6xS1fIaa3m+r0OGKultyWf5KZy6quzCA2NxSvmMpcHWmGmlvq8eL5z07BMZnb79Qxld1ohbaMt3L1WSEZKLE7HAnnzUCQn80q5Rg8P+v8Nmr+pzQbN6+OdcKeYjMxEPPRR7NFHcyQ6g8yuJqZ7sjiqNrDA4SdAc6QLJiqpvJqCl38UewPiOJV0meyeRsZmunjQn0dkoIl18qetBo9Bs+heJw+mmugpTUUIi2a3fxTuukQCC8sZHKum7HwQb3uIT8DdrwJNpcBcpxBk5wsZpBfuVVESG8x7noI5/fgs0LzZzvSDVoaqMzBGSH3ZrUtAzCqmb7yehowIvtgrPHE4fxI0u+BeGXnZSXhqo9hniscnLZerA81M0slk52X0OiMrf1Qe5OdAU4r3e/1UHAGtrczMdEBvJt6+BhbZ/xaL1GPQLL7XwfRkM9daS+kabmFqspwrCeFsc5Ji2H5TCm6liI1CZMWeIJzicigebDNnQm3j3s1KyovSOO1rYJNSqo363LX6O0Gzf7odqKYkPZmzuig8/SPZHZFOaFMtE3eKiPF56F76eGx+C2gOXcsj4JSWjftC8SqopH+qByaqKM2I5TulH4vdjbwe/QtBc6ATZurpqc7geGAMe/yj2WuIw1BaxchwBUXpYayW/zRojtLBg/FyshMSOKGLxCMwAb/MfEqutzFDK3c7szhz1sB6+S+IEXpOs5apsdkbxM6kQtrutMGNfIJDQtiiELCw9+FFuZG3Q/JoGZ0Vo2nnx3yXAD4IzqHmdjPj3Zc4LQawwsGPubt8sTgUjXdRDRP3Gxm4GsfXXjreC7zIpa5aumsuYjQYsXFQMcc5jDMl1YzTTEd+Ig5OamxctKzfH8j7x2IxVFRxg24mpxrorb+MXhvEO7tFrJT+fBefR/VYN/TnESZIHhO/ZQP5o1xnV3v686p3MDt0aVwaaOX+gw7G7lZRnp3M3uN6VsvVrDkQztHSWm7PtHO7OAH3Q2rmKPS8ciCYncZEhOo6bk+3c7cymb3H1Px9h4r1x+IJ6WhhcqqRviuxfL9f5CUHPxbsDmFnUgEd1/KJ9DPwir0fq3xSOd/dxPStYtLDgtjqqmaunYqF8gDkqUW0Tbdzt/USfif1vOYdyLZjcQRV13CLHqYma6krSuOkNhK34BicjhlZJw/lcH4VM9RSmRnBegdfXtipZqlHHCEtdQy1Z+F7RmSpm57Xj0Zgr08jtbuRaRqpuxDLD84iq/cH8b3+PKqKGm5MtjHecpmA8Ci+U4fx2SF/NuwJ5WhJNTem2rhTlcKe4yIvO/ix0NXIOyE51F4v5nJYCNuc/Jgre9qlVSq1Nd8jHM9L5dyZaWe8Nwf1WQMbnPyYa69mkVsYXhdLuUEHY71XMPga2LTXyFsnwtmdkkvBrQ4YqaQ0Mx6FNpLtZwJ5w2yJeZ7efRo03/dQ8w97PR9oUohvaWDsQTuT1/OJMgSyWSmw3jeVuK7Hc/PmrLmRpRQ+Z266mLzfQFdNFqIYyFvuIlYuBnYkFtAw3g3dVwhUSRZYaw8j244EI0stoOxmB9P32xgbKCYvMZpvDulYJhNZdiqZoJZmeFBNxaUI1skFLFwCcM0u5zpNdF2OZ6fdOf6+ww9rrwjOVtQw2pONWmdk/nYfFniG4XypgrvTzYx3pLPvmB4bOxUv2/nzmekShf3lFCUE86aLmpft1Lz5VDKgNUo1c+0F1oiZJPe2wWQFhWmRvOWsZqmTyGJlGKdKyulsvoRwRs0/XQL5KC6f1v4ymisvcPC4Hqtvz7HydAKmjlYYq6EqPoT3PQSsPA287h2GZ/wVasY7mZlp5d5gMRnxMew6oMXKSWCzbxJh3W0wUUd9Uiif7FEz19XAlqMhOEdmEtfdBpP1NKdLoPniLoEPDKnEt9bQ15hDfFgQGxUq/r7LhOfFUoZpY6gunX1uIivk4k9eGNsoNVjLNazyCmd/ZiHN98z5AGZauD1QSn52AruPSV5aFg8tNTINy91DOZRXxvXpVobrMjlzQscKZxXznbVsPByOV0gMMh8TG5Qq5rgF80V0Ab33O+CkqSqQAAAgAElEQVR+C6O9uYRHhPOxu4ilk54PhAyujrTBdDnJ/sFsc/DjZXst7/imkDTQysxMA60XY7D1FqSQFHsNb6lTiO5uhfsN9OTG8u1+gb8pQ1GmlXB7up37A7nofQN41clPWs8uIXhcKGaADiYG8ghWG3hNoWaO/S8FTRErmYZlbsF455QxMNXJdGcOAWp/Vjn7MddOjY1HMLuzy+ie6mKyNwd/rYEV7ga2nYtiZ3QuRUOtMFFBTlYSO1URbD8XxDvuUo6RZ52FfhVouggsdPbn9VPpFNxuBdoZKkrE/YAfS/dHcaSwipHxOpqyYrHdL7LAzo+X7bR86J9O1s02Zu6UkGwI5HVFKEeKaoBqii6EscrOhxd2qrHed56o9joGmzM5eUpkiZs/bxyLwNGQwcX+ZmZooDIphu/tfHhZGcC2wBwa77XBSD4B/ibW2Jnjuj1D2ZVWxtD9dhi6gn9gCJs9/Hl1r4HPNedRV9dzb6qDyYkGBqoyUelMbHBRY+EexJdxRXSNt8NAFkeeYodf2pY6irzv/1huzoc/lhuPzCflZpVCx6uHAnlLTCO6sR6mu5garaaxIhWvs0ZeVQpYKoPZn1XGLdq51ZzJIQ8NK50EFssN2MblUnWvA24UkRYezNueUqz8PDuR98OyKRjp+neM5m9tj0Azp5KBsU6YkW5lbw3XMzzcwO07LdybaGWmKxMvvyfjuJ4AzWHJDW/yXiO3btYxOFTH4Egzk3eqaKm4iNoYzNsewjMCgx+D5tXRDh486GBqrJE7txsYHq5n+FYjd8c7mLxdQUFsEG/+TtCcbxeEU3QBPfTCWA3VyaF8sPfHoHlxqI0pOpkeb2J0Vl/ujLVx/14NVSlhfPLoc9L3PwLN9FLa73bATBsTdxu5eaOO60N13LjTzORwBTXF6ZzSBLLZ/SfG4xeA5tYz54nsbufBTAd0ZbDbx595vynG7knQnLrfwkBvHRNT7fCgia6yVLxPaLH8tdnrnhh3Kd5yhWcAnxtSCCytYGCiSypR8qCJwc584sJC+cBDeG69sd8HmuaNk3bGRxu5PWye09vN3J1sYWL4KiGnjbzxR4DmQD5BZzSsdhZYeTyBsIZ6xuhl8mYhicEmNroaeT0yn8ZfApr9UgzH1FiTuc8N3B5u4M54BzN3SrmcIsHMs0GzhNt0woM27t1p4PbNWgaG6hkea+becAWFuRc4oTLxulJyG/ntekRksYOGN04nEt3XCg8a6cqKYbunmpftBawUaha4GHnNP8dc3uQyJ0Qj83b4seJINIfL6piYqKEhOYQ3ZT78Pz/4MnfXWf63o4E3w69ybbIVrl3i0BkjG/eY+NIvnB0nA3hrj1QTd5FjEEfyK7hNC10FybjK1FjLBRY4qJlvH8Sh3HIG6Waiv4D4wEBel6tZ4KhmsbPIOyGXyR3uhGv5RPrr/qWgOddJxEahZs4OgXUH4ontbWaSVgYrL3DkpA5LexXzHVTY7AnEObuSgYk27lYk4XFMYIGzwGI7Hxa4GNmRWU7feBv3KpLxPCYw116F5Z5gtqeUMTDZDrdzEcUAln3vyys+SQQ2VnGtPgVnbx1L7YzI0oronWlhoCwJucyHF3b68k9bX17Y7sMmXQbpN6VsiRkhBqwdVbxoF8Txwkpu0cnt1my05/SsdlJhqRSwkgksco7gTGE1U7Qx1JaNGBjKZ25qFtppeeNMJHaqYN7fo8FKoWb+LhWL5WGoqmsYo4HaC3HscvBjvq0P85UGfsgop3eijdGyBFz2+/J/dkhJLxa7+vNWsNlbZKKY8xEhrNvux5rDUZwqr2SgJYMjZw1YO6h/lLzmYWbTzdoMkvo6YbqWhitRvOMqssRJwNpFZKGdwJtiKsmDHXC/jo5LkXzgqea/vvNhjTqVuH4pRjPFqMXawZf/a6uWYmddn693JdDsYmq0jtq0FMIL8khpqqZ1uJkHM80MteQQEhTCu64iSx2NyJ+amxdnzc3G58zNDboY780jymhik0xa/0tkGt4Lz+HqSBf05RKi02GjFFnipGaBg8DW4MvkDHXCRA1VV+L5Ya/IYkc1i5zVvOgVx9nyeqCGqsuRrJcLWLqY2JdfyfUHHdzpyud8aBhf7xNY6KThleOROKqCeddbh4VcYL6zgXc1mVTcbYPpSrLDQvlQ5sNLXjEcyi/lWncO4kl/1smkWP4fZ50VWCwTWOQeyamCSkbp4HZzFqcOiixTalnll0lOfyVNuQk4uvqx0FXP+qOh7PAL5bvjBl7drWGJnS8rTsTh29DCg7u11KaE8eFegbmOKl74XstH+ouUTHQxM15L/cVYdu4TWeSgZp69H2tOxHKuvpnpsTqa0sP4zEtgvrOa+TvPsvRgJMdrGrk/VkeTOd/EXCeRV/YH8rlvBDtPB/LuPi3L5AJzdxlRphTSRztD9ZkcdhdZ+RzQfKRvnURW7wvCMTyDxIYahmd6pQvcyXq6GrLQagPZIlezRC6wxEXPOr8Mcq63wlQZqVEhbHJQsVgh1e62cBZY5SL9e6lMzXz3YL6IuUr/VDvcKycrLpxPXdXMd1Qzx1bD5mOJpA61cH+mkovGED608+Uf7qE4pJRIF5u3CjCdNbDBScVCpQYrJxWLdgfzfUopQ1PtMJKL4GNk2+lkwrvaYbqOtoIYPnAXWWyWtwV2Apv9kontb4epBnpzovncS+SfO42/DDSVAhYuOlafSyOzrwVooCYzlu1yKVu+lULAQiay0jeN+K5WmKmj9kosnzv7McdWzZyjqSR2t8D4VcKCA3hpu4+U2OyPiNF00SDV1fZn89ELZN9qBTq5U5GE2wENb4oZ5I60MjF4Bd0REcvtZ/kvO7//l723/I4ru/a1/5D33pvznpObpA2yWMZmxjjdaU6n0+i2JRUKzLbMDKrahaoSM7NUKhIzqySLySCzZZQFz/thl2zZlhuTvPeOcT7s4TFckmrtNRfMZ60554/ff30cn4gUjrv6mJ1yMWRJ5aPtKRys7WCOAS702VGZ4/k4RI1HoJ53TqawKTKWv2zT4qtQs3RDJN7KZAzdXdzFRUtuOl//cJI/bU/gi+IWbk4PwHgpm48ZWbpJYKVCxRKFiTejnPTc7ofJCjSRZtZ+H8kzm07hszOBbXVd3Lo/wMz5CsxRMbwoVbEsOJJnlCZeM5XT7T5YPvgrq8z7K7S8sGDevL/94bxR5D+cNwfCNayRqlkapOK/dmShau0CBrjYa+XUSSPrJGqWSwWWbjQhz6lhnEGu9lk5ukXDaqkGjz1ZxPV0M0svw7W5SMJUrJCI1YX95Brei7X9t7zJb3kWgubE3WG4005jqxNDcRmG4jLiq2ppu9zH3LiNfY859Y+A5vVhUV6jq5yk6lrab44AI3ClkoQoMy8FRrJ0UYh4CJq1t4aZm+nj8kAl2Y4ydKVl6IrLKe5xMXm7nYbsuN98o/mMIpGQwnpuMMbszRYqEmNYv1nAw51n8AA0Lw8wMzfIjZEaisrn2+Igp62Da3e7cJUk8fmPguYwTHXS0uIkqa6B3rtjwCAz5+xoI6NYt0ks6vBksYifDp31Dlbz8uF0VK4zTM8OwWUHJ1RmVm160on66WdB6OydYWbudtNbYyGvq4Xxe+Mw1UVvdQ7S3Vq8ZJrfJr8gVbFMpuOVA0lszbCQ3dXOFbde6fSFGnKTEvkwXIOPcvHQtt8Kmmenh2Cum77mctKLLehLLOjLqyk918PUzTrSTvyTbjQvVBF3Us9zCjVLgvV8aLbinBgChrjea+G4Kpa3U6tou9pM40+B5vkhN4xXk2S1Yigtw1hqp2Sgm1uTLVQXJ/3IjWYDkwwxe6+TjhonKfXN9N8ZAQa53m8l8qiO1Y9V9vtVj1JgmczMZyYnfTNDMN1MqTGO96Wio/GkvImdw5oo/vitindV+WScHWDufi8X+2soqysno6aC3Jpy0mprsQ/3iif2d6qJEmJ49rtT/H7DSf7XNyf53feneUZu5INj2aS4OrlHLwOVeShkavwVYpEEf0UCh6tbuE4/5+oL2BqqwluuwUehwV+h5YNEB1XXhuFcJUn6fy5oWvMSxduJHwHNgtFHQVOEdh1vHswl73wv9+faqU5M4CNJJMsU4nq3emccivJWJu4NMNkkhscuk2nEz3bEInO0cP7eALfcoLlcqma5zMArJ4upuNzPLC5a81L4KFjHxwkOmi600pAbz1vhGp5RpqJqbOM+Q9w430RlVQU5NRVk11aQXV1BaV8nl7kA0220FMTyrFLDCnkCJxrauEkvQ+W5SKWReCs07twfDd4yE/9IsFN9SZwD9y42UV9bhiE1jW92CHhsOM0fpG7JJqmWdVtTMXR1ctcNmhuCVXhK1KzcHoPU3sK5ewPcas1nxyGNu8qogLdcx8qILJJ7u5min7GqHAJDdLylLsZxvp1uSyp/37m4nqG/QoOPJIrgvCp6ps/C1XrKUsysDdU8SNPwl6rwP5TB/pYemOvlXn8Rkn16PH9Q8YaxhLwLQ3ClgdJ406+oOjvCzK0uOotyUBUUo3E4ibOVocvOYXNkNG8rxUMRj7A01I1tTC2wTe7PtM0kfYxX5xGqFAHDR6HBX6njo5Ry6m4Mw3g5sVoRNL3lboc52Un1tRGYqCTZaMDPneLgr9CwLCKLyFYXzLXTakvlJYWAt9zAemMplvF+YISZay00N9owZGQQvF/Dig2n+WOQKI3mHSTw4r40Int6uDvbz42WPOS7NDynKiF3sJXBuiw+Dxdz2XyeJm8i1+AdpOfLVCeNt8bgRiP2xGhe3mLmq4I6hs5Wk50UxwuBalGDVRLJ7787yf/69iT/8Z0K/1Aj3ySUkn92AG6105obz1+3CSyXCXhsMvJltI226SHuXakh8ajxATj5SlS8cCyT0929zNzppLsokU/dxQt9JCqeP5LBKdeZR0BzuVyDv0zN0h9O8rtvTvC770/zB6meN/elY2xo5QYDTHSVsudngaY4V7yDVXgrDbx3Ip2IHAfWAZdYdJFBrg05MOpjeD1Yhe9mMx9k1dF/cwgm7JzSGlka9GgtAl+Fez9bKG9yv4/ZcQvbDhvw3qTGN9S9bh3Np/hSH/dnWiiJiucvG07heSSLo21ngF5u9xcjjTDgH6wWb/6UapbJTLyrsdF+R6yWa41O40Sag/qps3C9kfL0aJ53ywLNzze/A2nsbOiG2X5mhooJPWhg2XdRSH8GaPrL1fhvMfFhZi3dk8Nwr57MlASeD1S7921x/V++OR1VUzvTbmA5tE3AX67D93gJReN9cLeO9JQ4Mf3pN1WdfWyPVarxkEfxRmQZjZP9QD/j5Zls3Gbmq5Qqxhhm+nYHbY2VFFSVk1VbQVaVk/z2Js7cHhcjwpoy+TLCzF9jHTReHQYGuXOhkZpqC9rkFL7aJhYr+6NUlFYTfZl0Yntd3JsHzY0n+dP2eP5W1CyC5rkydhw34rFRTcA8aJor6L09ADcr0WmjWbdJjafbF9vb5OL2vV4u12SwYbfAn4I1D/b7d2Iq6LkpFv87IPw60FwVqn3qvDHUtzyYN3vDNayRCXgrNHjszUHf2Q1zHTRbU3hLJh4q+Ck1eAZHE5JfyzgDXOkt42C4wGq5jhfMDiovib6LLS+Jl4IE/BWidvN/y5v8E54ncjQvOzimMfAfX53kP785hdfmOHY56+ltKWL7ySg8fixH804dGYkmlsui2ZRfz9l7QzDVSkV2ingitujm+1iO5r0uOvPi+LPyJP/j25P8z68NfGQoo2KoloKEGN7erHkkxPKXgGaATM2KfRkcrO9kjiGmLlURfTyK1+QCXvMVWB/J0TzDsCWZLzaf5P/59iT/82stb54oxDJUjz0zXszRlD8tdFbU0dTpDSxRxBFua+H67DDcbqQ4MYE/K9UsfVp//ARo+klV+O9KRGpv5ebsENxvojg2gfeDVXj8yIQVyzar8JAurNz7aI7m3J1O2nMT+F6bjaa9k5uchZutNBWl8fet4oT9JTlsq0LckguBbskBhQYfSSTLpVpePZbBMUc9wzcHgRHu9lsRIg14P16Sfd7W/5QczUYyT5t49avj/Md3J/hdSAyf5lbSPWDHcNTEa/+EHM150HxBKeApF/AMi0WWV03fzTG438lASwkRpbX0Xmmk9mflaLbRVpbE6uBI/vPbU/z+ezV/jbNR5aqmMCOeNT+Vo3mjiqi9etYqEthV28rV2VHuXawlLz6G1+SiTX/TOqJQsyQsnn9k1HGZQZhqIP10DO9uEiv7Pg00f/+1lk8NpVRNDjE73cuFwQZq22uxtdfh7KijvL0We0sN+fXl5FhzkB0wECDV8crBJOSxuezPKUVrL8fZJoZ6Qw99TwXNPoaq81BK1QS4C0v8K0Dz79nVtNwYg+kmHAVJPC97CmgG6njnaAHFZ11caMsj8NDTQLOFsuhEPgwUx8g8aCp/CWjKNHgHCzy7I4kDTR1cnRnmXnchO7XpbLY1cPZsBcajep6TCyzdk0usy8UsA1y70EJ9Wx0Otz2cHXXYW6opaqgm117MMV0UqxUafBQPQbPfmYtUKjr2opMpVn303x7HD6k27EMubs2NAWfhfie9jRYiDbG8u0WDl1KD968BzRDxRnJliBmppYGBqTE4a8eckEZgXg1DE9Wk6qJ5SzGfi/+Y7RQavCUxbLPUifl+52vIijLy7AKtxgCZiiV701BWdwH9zIxbiThgYOUPKl7/zaDpDp3NjeO9kFP87rtTojTMvCSEuwib197faJvyHCQSN3T9TNCsuT7/mU4sqKdYHDRfDtXgJRXwDDHzTVwphb0dXJkZBc7BnIvRDiva2ATe36rDXyZKpfhsjuFvabUM3x6EWzXo9GnszKqk51w9JfFm1oVq8JQLT9fRdEuurDqSg67jDNDNYGM+wQcziOlqZay9mL3HdCyRugt9hBj54GQqIYkFHM62kFxRTk1/K2fvDMOtdpoXAc326UHuXK4kan8Ur7gPIX3coBn5C0BzmVQstPTingQCTdnszSpBZXVS2lTPwMVeZunjfOfPBE25muWB83JOAp5BKlZIDXyoySWqpY3zd0aBXs62FLJtq4pVW6PZaG3h7N1hGC7jkFrPn56m2fi4juZgMZLDRpa55e4WA831359inSqPmMFBmO3helsOn0ToWSYR3H9XwCPIyHtHS6i5OQB0U5+aS2JxFd2chYt1FERH8eLCeSNVsTQihcDyDpjrh/M2Dh4x4vttFJKfAZp+MjWrtsUQWNbE6J1RuF6JKS6G5cHCI6DpJU3iWHULdxlhst+Bdp+GAIUOn38xaAbIVXhujubj9BrG7g0CHdSkJ7E+NJ6gYjHlZfpmBx1ddThba3G457ijrYbSpmpyq+3EJMbz520aVmyJIyjDQcVIN3cYF9fWux1015dwQhvDW/Nr62KgGXiaZxRRvGe00jw5AHcaKEiK5+3gU/y/351mxc4UtlW1cXO2n9udBYQe0osFCReA5q17Zxh3pvH9blFT/p8JmitDBLyVuqfMmzMP5s3ioNlKbUkSzyrE+e+/CGgeCBdYqzTwaU4tnW6Gyc2Mx1sq5kP/t47mP+lZrBiQyhTNikABX5mG1VtMfKLJZL8xgY936fBeAFaLy5vE4blJw9o9mZi6u7kzNwJny4kxRbNWqha1sp7YcJ8sBvTZdlFSxFtm4O1DSWyJTyMoQstKuRhu+svkTbSiJEiQlndNForODcNcDxc7C5Du0LP6gS7k4sWANuwWWCIR8JbpeXVvAqHx6cgP6FknFx4Icz9Y3B6XN0mI5pkNWl4+mkv6cB/TDDEzZOO0EMXKYPWiuQU/BZoB7on8fowT1+1BoI/R6lzCIwQ8goVFNyl/hY7nd0bz4dE4Pt5jYF2o9sGC+7i8SUd+Ah+Ea3lNU0T+SC/3GWHuegNlKQn8NVyzuAD5oo8IY6s3m/noVBL/OGzi9c3uUuUKd5jM9hQiW9q5OnMWbtSQmRqLn/RfCZqivMlfAlWsUAh4h0fxzslU9sYk8vlmLf6ShZvWbwdNL4Uo6r5qTyoHq1qZnBtmdqqbnsF2bt5qwpny84sBvRamxcu9AL5+NIUtUalIDupZIX0M/herOnvMxKsbVLyqLSZnRDxBvTZg5dAhA2tkj86ph3NGXKB/UvZDoWZJaBxfptVykUGYbqZAF8t6yaM3mm+YnLgeAU0dnxvF8LSZ2604Y828JT/N74PUeErdj0TNComaFRIBb6mWV09kIdQ1MHqxi/Pn23ENNlLTXEfHuTNM00P/j4DmcE0+ofKfD5r+7p/7OSHj/nIB/xA976dWUntlBOY6aLFn8IlULEP/iNaeUs3SIAPvqMuov9LNRHMOGw88DTRbscUm8lHQbwNNf7ka37Ao1sdX0Hp1EG7VU9ZaS1FPM0ONOXwXpsFPqsFjfx4JZ3oAF12OTP4eGMmKIBUekof28JSoRS01uVhlOCAk8QHMDJTnIpMtAM0Q8fbFK+g0f5ToePNUFlpHJRX97Zy9NQgMMT1WTnRUNM/JBbwkWtb+YtAUD7P8lDqeVZWQP9IH91vp6qsht6uVsdY8ZBF6AoIX1/8VQdOEsrCGgdlzcKmOoniTeKO5ADS9DqSzs7Eb6OP+UAmh+wz4/DNBMy+BD7cLLJOKER0B83uluzKi12+1TcVD2/wi0DxbQbxOL2oRPhU03VqBkkh+v1HD60fSOF5Wjv1MG6PXxdBArtaQHhvPewoBH7dE10sHc8kbP8MM3bTV1tLS1cDAGQt7dmvcoKz5UdBcqRRYKo9FllvDxOwgkxONlBRW0j/RRFVBGl+FqvGQCfiERvGBppAcVwtjl7o4e64N15laqrobcV0dZO5WOy1PBc0qzAejeFXy60HzmUCBFw6msd9RS9+FDi5caKd3pJm65lqah7u5Qx8Xfgo0lRoCQnSs2hnL56cT+GJ/FC8q5uUp1HjLNKw9lEdyj4v7jDE17CTmlMDqbWa+LW1m/M4wXC5HZzTjE7i4DNoToDlUgvyI0b3HPuVG8/tT+B3PQeXqg7lebvYU8H2EHu9g93coBZZJong3sozm2wNAJxXxmWizy2mZOQtXG7AmmXk+7NEIAq99qYTVdMFcP3OjpWw7ZGDFtz/zRlOmJmCLmS/y6+m7OQK3a0lOjGNV4KOg6RGSyql6MYLj6hkrJ3b960FzVYgGzyCBNXtTOdzaxd3ZYbhWQZTGhI8sAUVZC9P0c3PYwq7tWvw3RLJU+uSeKEYiiWvrH6R63o3MweCsomqgg3O3xbX13rADvd7MOpkaL4mWZx8HzaBIPCQa1m1PYHtZPf23+5kaqyIzK5NAQy7HbLUM3Ohl8lwN6dFxvBcusEKheeCLzYPm2fJ0Nszrzf8M0AyY9y1+osq7n0zD8wdTnzJvXA/mzeKg2UZdaTIvKH8KNPV8mF1D+40RmGqkNDeRZ4OFR0Dzz3F27P8dOvvrn5/U0fyR52k6mgHBKrxCjLwXbRcTqulnrLmIiH3iwHmy6unTdTTFQalldbiBV3abeGuHgWfDtA8m/U+Bpjig1XhKBfy2pXKsupUbjDN3pZ6S5BheCXdvWPNt+REdzfm2iFp3Jt7aaeD5BW15mo6m16ZIvMPNfJZciWtyEOilrzKXsF2CqMkW8lh//JS8iRuAXtyTiqq9i0lG4XYjJVnJfKQUqwV7u0P2fBWittWSH3R8qC+mqKcOW3Y8b23V4inXsBhodhUk8vE2Nb8PiuLLOCsVl8RF6/6FKhKMsbytFGPXf/p0StTRfHFfHnlj7fTVZaOIUPGHYLFdnsEqvBRGNhTX03tnHG7WkvVvAs15Hc2VIVoCQnSs3mzkjQgTb2zTsy5kfvH77aDp7a5m7Bms5V1VPqkDZ5hhFBiCuVbsicl89it0NFcqtawKN/DKLhNv7zTwbKj4f/PvvJiO5ptBkfxBHktwdjX906Mw1UV/eTpf7tLiKX3U8ZivULwmXMuaEHETfWofux2JTwxW2u8Pw5wLV0EKX21R8UywgLckkmcUUbxhLqdnsh8u2jigNvKfX6l5R11A3sUhuN/NkD2VL7ap+aNbWslPocFHJobpLA8W8FAksMfRxFX6uOIq5chRI2vkGjzlCRypbeUmvQxW5iINVuEtE539XwuaAQoNAaE61oVqH9WKe+o4c1ePPlVM5mAvMMiEy8LRPVpWuZ1/H/dc9ApW4bE1gcCSBiZud+AqTuFv2zUP8sT/FaA5H166JiKbpF4XUwwyNTXAjbFaSpJieDZEYIVMg9eWNLQtHcwyyER7Kft3CPgEq/FwayP7ygW85mFG8fNAM0Cp5+VdZt6JiOKlMHFOrNkRT0h2OU3uUF6XM4eNMjXewVpW/xzQbMlj2wGBPwW7wzndFTm9QxI5VNXM5blh5mYHuHGukYrUON7aLEpMLGa7AKUGX6mOv8ZasV8ehXtttFiSeD1Ug6c7+sMrSM2rkXkkjgzAdDcXajP4bJeWJRvVvPlPBM2Pti+Wp+5+t99qm38laIZo8ZFreWGnmfcionhxs3go9uz2WIJSbdjP9TI9189EbR5b94qRQD5SgTXb4gh3NjN+d4jZqUG4UkdVcTJvuUN0/ZU/AprutdUrSMN6fRF55/qZmx3k9mQP98/ZUQvRPBeoZkWwwMuHMxBc3dy572KwMpuwvTr8Nkby/PFsdH19zN3qoC0nnvWb1SyRCiz/J4LmZ9vV/GdQNLLcGsam+7k94kCvNvOyUsOSTdFsKalnggEmOkvYFSIQIH1KFdV5HU2zg+qJJtqL0vn7xtN4yDT4KAQ8gwWWS+I5WNXMNc4yM1JO7GkNfmFRvBFfQcd1sRheTX4an8tE/eV5e/rKRV/EV/bLQfODH07xv7cno7S2MM0AMxPlRB6J4oVgd06jTMXysBg+S69h/P4g3K0lTh3LN0IxuRMjMNVBlz2Fd8IfzjfPIDUvn8jBPNAPM2e40pjFPyK0/O/vf2aOpkLAJ9TICzorlRNipeG6wqn5u8IAACAASURBVDQ+l6jwVsxrN2vwPVxAYu8ZMRqmNpdNSjU+ch1+J/4FoKnU4KcQ5+hyRTRfJ5bTeWcYZnsYqchkY4TA74JiCcqq5SLD3L9aQ+rpKF4JjmSJVKyM6icX8JaKoOkl1+AfYuCV3WbeiTDyYqgoB7huZyJb8itovTLALF20W7P4TqrCM1jLuidAU4WXXI2XTM+rR/PJHezk4vUeRs53MHChi6GJdrq7HMSZY3k9TPR7FvpivwY0532LteHi3hqgfLq83XJZDNKc6gfzxrBg3mwufjhvdocIBEjUeP1C0BRDZ7WsNdiwnx8QD/HKs/hOoRbXUomaFcEa/hxnx3lVrOWQatDjLxfVL36r7vj/n8+/FTR9JCpWbotF7pwHTecDHc15Z39+YDyeN+cvU+MbYuDzrGra3aBZkBmPX7CaFRINK7fEs7eymbPT43C/lZqiND5RCPi6K6KJRhJY9oOeT3Sl1C3U0dyq4k/BanzlapZt0vDC3jRUtdXYitP4xx4ty93g5yNRsXJ7HIryedB0cMpgZtlGlbvEt3gKuGZbPFsttQzcHYHpDtrLs9iwVVwcHp4eCizbqOPdEwWUuUFzxJ7GdztV/DFIwFeuxiNQYPW2JA5XVlFuyyL4gI5l7rb4SlX4h5v4rqSRwdujMFlFXHwMKzap8AjWsG5XMiea2rk8Nwa3GynNTGK9VP1oOKpSYOlGI98mOOhwg2ZdRixvh6tZKl0AI3IBnxAjr89LOzDCzOU6CtOT+WKzlrWhWlaGirdUq0O1eEtMbEipoPNqJ93WZN7dphUdL6XAsh8MfG600HB3PnQ5gY+2qPhDoJoVYbFsyqjAdWsY6GNywMrJ0yZekqrwfBy2nngEvKQGXtxXiGWim0uuIvYc0+El17A6RIO/XMuz2+OJqG7lwtwIc0M2BMEgLqCP/12lBu+gSFZFJLGj3g2aZ8vYHRnFko3qp966BchV/Ck0lk9TqjnnBs1cbSzvbTzNMrkocr9UqufZY3mkd5STlZTEZ6HqR5yYNVtSMXW7QbOjiENHBZZKhUduEf1lav6wJY3dtc1culBJzHEd6+TqhzcicoEVChN/i7ZSf3VQzDvkaaAp4CMVeDfGSukCHc2XQwQ8gtX4yAU8A1WsPpzJsfIKKm2ZfLVFx0r3TXOAXMUfwhPZmD8PmjXEHzXxaqCKJcFq1h3O4mSzW59vsoH8mDjWh6hY/gDwRf3cFyMSCI1LJ+xENG+H/hhsif30+pEsYgf7uD83yMywlROCmedk4kayZncCQUUNnLszABMOjurMeG6KZO2BVHbWdHBvZoC58040mmhekarxlgtiuFuojnXhep4N1+G9N4eorm6gh8G6HH4IUeMdJOC7JQ1dSwdT9DFYnU+oUmB1iHjz7i2N52DVw9BZhUSFr0wQb19kYjGgymuiM52g1eEnc8snhUXxkSqdHcZkftirF0NAf3QtdYdihSWyz9nIxNw43GmjxZrO37frWa0Uw9fXhGrwC4/mHwl2Gq70cutCBVGnzbwqFcXAVyoFPDZpeXV/DjnnRNC0Rifw/sZIVijF9c5/Wywypxs0G3MI3avmGYmAt0SF/9YYgudhrDmP8H3iZ/4h4iFfQFg0yrIGBu+MAgNcdpVxfJ8oNu8t1+AjNyMvqKbv/hhca8CWEc87m7X4uSUT/JVa1m7W8/wWPetCNfhINfjIEzhWPx86m0NwsEq0X4joxHrKEjlQ3kD3oBOjWoePRMWfAtX4hsaww9nEBGfEasEyNZ6BGvzDU9B1iqDZUZDBt5siWR7kBk03RN9uzWfnYS1eSi1rw3WsDnGv5TI9HyfacV4Uc5YmR5yo9ut5/kF6xOK2C1AIeO7O4EhdB7P0c7XfQsRePeskajxlAsul0QRmVDIwN8z0lTryo8y8EaLmmU1qXtMXk+MGzZLYKJ5TCiyX/sR4ca+7X5isNLlBsy0nnve3qMWiUI/9vCioLtqmd4Ft3l1gG7+fsk25aBsfuXv8y8ViQLU3hmHMSbSgE9cWmYCPTMv6RAfV86GzGp0IsgqxsNufdmZyqsX1oOrsOqkaL4WZMEs9vf3lRMVE47kxkmWbIvHeEs2neXUM3unjZnM+O/aJNRECFAI+IQZe0JThON8HjDE95MCsE6VO/JTiWugtEXgzykKhW0cz12xkjVJgxfzaKlXhvSeVbRVt3GMU5nqZqM9m0z4ty4IFPAJ1fKAuwjE5BDMdNGUk8HlYJH/cKPC2uoC08QHmbouFAT/ZqcFTJrBsg4HPTVbaHoTOGnkxSIWnUoNXUCTrjmRwyiWCpqsggY+2qnlGKuAZFMnaQ+mc6BJBs6cwkY83R/I/wlI5UNMB9HGlp4jwbToCgtQsUyRwwNnMJANMuCzs26LlOaV28bXWDZrPxZXTeKODsYpcZCGCOw1GQ4BSx8qdGRjbu5hjkAstRUTsUOMt07F6fx4Zg93MMMr0sJMYo5nnlaKc08oQLavDxXGzVqnmjyGxfJK2IHT2kIElm9T4KQWWb9LyxuE8sRjQTAvFhjjWbzzNfwUZ+cRooe7mENzvoDk7ic+3qFkqUbMiSOClw5mounqYnu5jsj0PyX4tf9icQkRlOzP0Mzls4+ABA89J1KyQCSyTmPk+uZye6WFmrjdQEh3N2yEq/muDCUlWFcMMcrW/jMObtayVCAvSXR7OaV+5llVbk1E1t3ODIW66SjlxRIuvTMBTIuAXEsU3OdW03xqBq7VkJ0WzRqpiuUyH77FiCsZE0ExNisUrUI3PTxweBSjEefOXBAflbtBssCTzrFxghUR4cAPmpzTxN3MpZRf6gT5uDFg5ftzEC1I1zwTq+VBXQtll8fB1pDKLTXt1+EoEfOXiLdvqcD3PbREPxH0UyRypbqSn1476tBavYBXPBKoJCI9lT2ULl+mm15nNDxIVHoEaVm1JI/qMCJrN2Wl8ufE0SyUantuTwsGKBkZGyomJS+avO82sPxDDX/ZH884uIy+Hiz7YvP6pT7Doi+1ufBg6++1ONX+SCPjLVSxVmHjD7C4GNGFjrypKHEMKNxzvT2BLXBqKIyZeD1ksCk9ck5dsT+NA9cN5s3n7w3mzz/Fw3uzfquU5hYCXTGDJ7my0HSJo1pYksU4miFF4CoHlm8zIc2sYY4ArZyzsDxPwDxbw2JGJob2DKUaYGiknThvFC+5LpNXh0cgKa+ieGoXz1WSYjTwfLn72a+uV/J/w/PtBc3ssCmcbl6ZG4Gr5E6D5tOcBaGbX0HFzDO41UJgVj59EFA72lWt5/ngB6X09wCj3z1aSZDTzgkI0/OOgWX93FO676H4MNJdu1PLmkXyKxruZaMkl6EHhDHf7d8ShLG/j8tQIXHFyymBm6YZIvEL0vH40lT0ZZeR3tIo5CjMddFTmII/QsfoJoBFB870TBVivDTI318uYPY3vdqn4Y5DYluWbNLwQkUXqkIur3cXsOK7nGckC0NwsgubwnTG4WU18QgwrAtWitpXSwGuqUkrH+4AR7gza0QtRrJaJJ1EBbgdk6UYj3yY66ZwVJVjqM2N55zHQnBdI9gkz8deoEoqGeoAR7k+209ViIyErm33mdHaY0olIKsDgqKZ5YoCpOyJovr0IaDbeE2+5uvLdG6dEwEsqELAjgfCSOsamhmHuDOdbC9l1xMDKIOEn8jXFG80X9hZQdO4M9++6GOiwE5uRxe6odHYlFGCqrKdvcoC5mTYaCtP4MlS94BBioWPmBs09Sexs6OLO9DCcsxIxD5pPE1GeB83UGi7MDcJcE3naWP68ADSXyKN4xWin/UYb3SVpfB+uwuMx0DT3uLjDGHc7fxw0I2qbuXyhith50HRvTmKhEzV+2+KRFrnzl2nD+ROgaZkYhdl2Oh2pvByicYOmBs9AFS+qi8gY6uBqdyGKrTpWS4VHQbOgkTsMMnurloSjJl5zhwuvkBn5OMpC5dUhYIC7/WUcO2FkbZAab4WYJ/dCRDKHa5oYvNrNuW4LR1UmVkmeEm4VIoK07+YYPk+uoOvGAMz1MTFUTaGlCF2+hfSmJvqv9TM7NwTXm6isKSMyNolv90bxnqqQ4nN9zM31cW2ogvTEBD7eIuAdEsWnhnxMTge52cl8sD+NQ9Xt3GOYW+frKCnIR8ixkN7ayll3CPmloRqKM7LYL5hZo9DgIYnjYFULN+hjpDoP5WOguT7BQdX1EVHeRKvDV6rCU6HnXWMpOb1dTFxpodqSyYbNGlYqHo8+eHJz9JdreelYDqb2Tu4xwuztDrrbHSTl53EkMYfjGcUk1zXQd62XO1fqKUpJ4IPNWnwf3FQ/BM3c871M04otOoEPHgNNubOVi1Ni9dWwfU+C5oWpAW635LF5/0PQFG9ddTwrlFI0LhblaLam87FclCDyV4rtX30wC6G1kymGuHu5nrKCTKR79KySannzaDqnyh3kWgvYGaElQCrgKUvgWEMbt+hlcBHQXCFL4VRjJ7P00F+ZhSRC1MTz2ZHMqcZ2bk02Yc9J4i2pGs8gDSvDU9B3dXKPbjoLRdD0CFbjvy2GDaXNjN8ZZG7ESUp2Dsez8tGlJPNxmJZVcgE/hYD33ixUrd0w56KvJpNPwrRiXuBP2G6FVM8HxhJKz/XDVAcdtkyCdmjxkej5wOhet+930OnI4B/btfjLBFYEiaCZe2EYrjZQ+otB00bz/TG410l7bjwfbFHzzKL5cw9to2rpeGAba+FD27zxU7ZZBDQ/SC6nbnIExsuJeQw0/7KgIm3cPGjK3aC5K5NTrS6gnVZrMuskaryU0eyuaWdyppcLLQVsPqDDO1CN37YENpc3cel2G60FafwjZL56pwYfmRb/rSkIrR3cppfhqlxCwsU9wD9EdN7nQbPo4oioo/kYaIoRFSb+Fm3HNTXE3L0WnHFxvB+ixkOhwTNQwzsnc0kf72d2tp8bvU7S8/M5WWCnrK+TyZlhmOrhXGcZqfkZBO83EvCNjs9MNtpmBrl7uQqTGzRXLATN7l5m73bSXbgIaLrOMH23izNFiXy8JZL/KUlkR1kTk4xw/1oT5aWFaLOKia9vZOCGWFl8cqIBe24eJw0xvLZVh/fjud3zN5qxTiov9nH/ZjvtNaXokzPYYUpnb0oxSU3uXMyrdeSnxvO6XMBHJuAfZubbrCrarg3DXD9XR6rIzc5ghyqeb4QMDhQ4KKsoYL/KwB9k0XycVsfF+33MDhUjXQQ0iy71MT3bQokhjr9simSpRM3KHQkoLY2cm+pn5nwFSeZYXpOq8NuRxM6yBsamBpiaqCJRF83rSjV/CNazXlskAt39Ls6UZyPbrcUnSM+ftcUUjJxhbrqT3spMvt2pxV+iZslGE9LsakYZ5NrAj4Hm/A2jnrd0pRSN9sJ0B13OLDbtEPBVGPhAX0LxWC8zc110OLLYtFWMoPGQi6BZON4H9+pIS/6FoJnopOLKGEy30mhJ5lmZgIdEYNXueIKiC4irqqPzSj/T9HNj0IZabeZ1hXiw6i9T47s9geDCOsanhuBeB511RRw4aeJFqcC6nQlszS0jq7YM1QkzLytSONXaBbjodohSKF5SAf9dqWhaO7hzo4GS9ARec4Pmmi1pxPS6mMJFS04aX3x/kqWbY/k6q4b+yT6mxhzEp6QhOZ2IQpOMUpOMUp/KZmMqOzSxvL9dh59Mg3ew6ItFNLm4PXWGc4uCZgU9t8QbzX2qKJZsUrEiWMsrB9KJbG5l7GoXZ9uL2H3CSMAivkWAUsOykCS2WxbMm7IF8+b6gnmTl8dJXTQvh2n4/c4sdJ3dQBt1i4CmIq+WswxwtdfCgXCBlcECKxRGvkh0UD0xCLP9XB2tocRagiGvlJT6Broviylks9da6aovRpeRgXSPgZd+pe72/wnPvwk0NayQRPH+6XzSelvFKqmMA31MXGjBYS9g71Hdg/yQx3/XS6bnlb0ZGJrq6bo6wBxngQFuXW2npt6KIBh5IVRgiSyKL1OcNF8bBYaZudZOa2cF8dHRvLtZzdJ96WwrrsF1/gzTjAMjcK0NV38D1d2N1J9ppMbVSNtoD3dmB7jbKRbOeCZYzQpJFB9E5pPR18bQg/b3cuFcCzVdDdT1NtN5zsXk3QGY6eXW2Vry89L5YbeYl7kQTgLkAl57U5DkVtEx1s0dxsRbp8kOegcaqFrQluYhFzdmh6C/mO0n9PwpWI2nxMjbR3KI72ym98aQmJBNH1cvtVFRVcKxUzpWKgSWK6PZmFtD7y2xCu3dK200NtuJ0pt4NUyDx+FsDtnq6L3U5+7TYaavttJ+xsbpyFjekagfySH0Vwh4hUax/ng6RyxVNE2cYWZ2ENyyLFevdnPjZh8zMwNwr5vxbjvxpmheChNPbn0OZbCzpIbuC70P+n/uehtdAw60hjjeD45kmVTD2r2pHK5u5SrjQD9XLrRQWZbHjsNiZa7FbzbdobN787Fc6uX+VC9T17u5eVOU6rh+q4+5uQFmLtdjK0hn4y49q2SPOVlK0Ul88XgmB2w1NA61M3pn3tY9jJ1tpbrLQVxKEu/JF4RhKDX4SjX8WZWDqqEV1+V+RP3OQW6ebaXD1UDNmUbqexqoOdNC60Qfc/QwUJzGhs0qlknUeG2L4a/xdhw97VyZHhVteq+Hc6M15JVkEximYZVMg68yGmmmjdw+F2N3BoEBro7VU1udi3SvkbXzOcBKAS+phnUHMhA6OrlNB41pKfztAWhq8JXrWL01hYP2Khov9ruT+4eYm2ynpbeR2u5G6s40UtvdQMvZM0zSx62+YkK36lgtEfCS6fjYWEhUawf91x9qll4bbaa1Mo+Qk0Y8Nqrw3RJHcGE952dGgUGuX2intaGYIwYzXoEC63Ymsq+ihYmZMbhfT2ZiHM8HiVUEnyZA7yPXELAjDkl2OU0P9FIHmb3jYmKkmbauVm7ODcN9FxeGa3EWZRK2V4uP0sSnplIKB13cZxBudTEw2ERdXwu94830dtmJi4rhrRADfzZY3FUtx2Cmn+lbLi4O1lDd287ZuyNAH9d77ORmpbIx3UF2aytnbw+Jc/lOD0MdTtKzU3nvRA6a6lo6LvUx5R7T187X46wpYMtuI+tPF5A50AsMc91VyuEdGlYpfsamohSF6185msGJigaGbw+J+WnTfdy52cvd233M3XVx7oyT+JgEPtriDm8PEW+mnjuUyraSGlqHu7iJuGbeneigs66QXVHJfKgvobhvfr0eg7tdDA9XEJ2dz259MUW9LQzcHBI/u9fN8HAV6dnpfKMUQdlHoWVFeDKnWzu4dqWWrJgo/BemMyg1rFDoef1UDoamVq7dH4Kpbi6MNdPY00TXSAtjQ1XkZybz1Z5ovkp1UNzZxvm7w+710sXAmVqsVfmE7dCxTqpmqSyZk/UtTDLEnYvtjI000dDbRONoBxMTTTSUZRG4Q2DVjjh+yK6goqedS/dH3GuRi95WOzGJsawNM/KaUILtXJ+Yf3S7m+tjVViykng/VOsOtRT4ozyRXRXNXL5WT1GciXUhYr7uT+2JAXIB/zATfzOXkNPTzuXrnYwNN1N/poX+Sy5uXmqkqjSDjXt1+Mi1+OzJ5LijitbzZ7iJuxLkxRaaXVWkJcbz8TbNk9rA7lAx38OZRJTW0jPRywxngRFmr7XROVBFYkISX4QvIqUwb5uT2Q9tc7/ngW06f8o2t3oYaHOQlJHCuydyMdbV0Xm5n/uMw1w/V87VUlJVzE5VHonVNbRf6nvw2dVz9VgrC9m+N5G9+U7yB11cmBoBhpi92UFds4O42BRUdc0MTg7AZAcjY03UdzfRNNTOuUstdFblsvmQgVXSh9DvJ9MQoDCzzdnMxasNFKXH80KQIIZzKnWs3J9JZGUNbRd6uc24uH5P1FNZmcOm3QbWSMRIC+9ANS8fyyF2wMXdcRtHj0axNkiNb4g7xWdrLN+lVdJ1Y34+9jN9o42enjpqznQywwhMdXK+x4Ixz4LJWo9r4gyz7vXz8lAjLc5svjmdRlCandpRFxfuj4r+yvU2uvrtHDPnciTZSuVI18PPbrThGnAQKSSy8UQuCX09zDEKcwPM3O3h6mgNdT0t9E0OAwPcGavBmZPI+m1aVjweQv0ANMtpvNILU71cv9zN3Vs9XLvWw+Rt8YDvzlgVGSlJfLhNK6YBKMVDpFU7ElBmOag61yeOh6lurl3qYPSSi8uX2hioLialuARzWytdl/vFn5ntYWCkkYLMVEL0qYSX1NI2Kkb3wBC3L7TRWV/Mfq1YKHL1niS2FlXRNeHixsV2XL2NNAx3MnGti3N9dqLNcfwlVAxb9ZcL+IdG8YmxiAxXG5eudzI+0kxDTzO9F11MXm6kzppF8D4d/ko970QVk9DQzMBV9/o/28e57mqKMhNZv1O7aGh8gFKDd6iJD41FZHa3cfV6F+PDTTT0ttA74eL6pQaqrVnI9+jw26jh5T2pHKuup2rsDLcYBfq5cbmDuvYKMjITeW3zYlIlGnxlOp7dnsqJihpaLvVzj7PAENPX22nqaaS2p5Gm4Q7OXe+HuUGYbKW5ppC9p828KndHi4S489nlWlbvSWK7pYae6wNAP7cuttLW00jzYCujY/U0VuYRts/ASlkyp5vbuMUQdy60MTLcSH1vE02jHVycaKSmOIMN2wRW7oonKLeS6gdFukaYueaiu64UU14+e6o6uD07BHd7mLjUyfhEJ+cvPnwuXOxgfLyRWmsm3x1N4qu4MsqHOxi7NyqOk5sd9A6WozOmEHo8E31rM60X+tw+QC/jZ5spK81BuUfDcxEpHKvv4AajcLuKaFMM6wIXV0zwlup5V1VAar94WbX4vOnn5lANVYV5aMorye3rcu8fQ9y/0UF9sx2zKY5v40uIrmtm8JrbN5np5eyZWhzFaXy8S4tnaDSbUu1Unn/oK87d7ebGhQYa+tsZuzEEMz1cHq2hypHHjn0GXlRoFg9z/7/g+beBppfUyLvHMjlpdxBXVoauqBRtsZVou4O4nCwUB0TQfBIiNPjI9bwYkcLeYitxNiuGolK0RWWYbA4SiwuIOGHk+VANPjKBVbsS+CG+EG2JlSibgyRbCcc0Zt4MF/DYnYw03UKCw4axqBRtkQVDmZ0Ep4OUcgfJ5eK/iU47pqIijpvjeHeHVtSHkhp573gmpxyPtj/GZhd/1+kg0WEjusyCJiuHXbpY/rJZI4bbPb4gKQS8dyXwbVIpiQ4bUcWlaAst6C024h9rS1K5HXNJCZGxifx1lw4vuYC31MAbB9I5UmYn3mpF7+4Ps91BQkEuW47oxQRiucCaPUnIkovQllgx2R0klhZy4LRRzO3Zl8aW7DLi7TYMheLfMNrsJDoK2XXczOvSxdu+bJOaVdui+dqYzcGcUgwWK9E2GzFWG9FWK8bCIo4nZxCqiuXD7Tox70yhwXdvMvJ0Cwn2Bf1vtZNQXsz+yBjelokhGz5KPS8fSmNnVgnaUhsxDgcxmZlI9v0YaGrwU+hYty0eeWo+h1Jy2JdSwKkSG9E2G9E2K1HFhRyOSeDTrRr8gxfTw9LiL9fw3MEUQrNtJDvtxFosaN22jnU4SSkv5khUHG8qHgVNP5mGt46ls6fQToLNbZPCMkx2O4nlj9nUbsVYVMCuU9G8EyaeAntvNbPeUIjJbsNssaAtLBXf3WlFn5rGP8I0rJJr8FOa+Dq2EIPTSWxZGboSK2anjbj8DL7dbWDNgvzHALmAn9LAO6o8kmot6PXxrH9weCD21+otCYRlWYi12x+MQ4PFRtKCcZhc7iDJbsdUWsSR2ETeD9OyUi6C6npVNkdKHMRby8Q2F1sxO+wk5WfywyGDGDok17EuIomtmcVoS2xEO5wkleSy5bQJf6kaH7mBN48VUXKul/uXy4kymvB3F3f4sVxNP7mA37ZYvjflcaqwDIPFhqm4kP2mFL49lkpEVhGncvI5EJ+O/GQ067eKeafeCiOfCJnszSnFaLUT73SSXG4ntiiPCF0s74aJNzS+W2P4wpDH6eIyDGVWTEWFHNDH8+XpNDanlqArLuZEQiqSk3F8Zi5EU2YnpqwMXWEp+jIHcbYSTscl8tahdHbnW0mcH/fFVswOGzEFWQRu17FWYUJWXM+5uz2MNeQhDRdB7WdpySrULJNoWbc7AUViAacLyzBabJit4jgSsrIJOWHmTblY0MHPHYLjLxdYtzcRSXoZSU4bphIL2sIyouxOEotzkEfGsz4yF73D/mC901lsxDlLOBqfiTwyF53DTpy1DH1RKTqLnThnGer4ZD5Valip1Ip5pDIDH2uz2B2bxnd7tPi6b48Wtn+FQs+rh1LYnlaMxmIj1iGOucSyYk7EJPLZdg3+m018bC7CaJvvYwt6i524ChvmvEx+2KZjnVzAS2HmS0MW+3OKOJZZgtnhILnCSbLTij4jne/36FkVqGLljhi+jC8hxm4j2lImjnurg3hrEUeMMaxVavELj+a7mHxOldgwWcvQpmcQeNDAuhB3KXqZmlUHc4lzNTPkKmX3LjE88OeeOvtK1fgpDaw/ncmeHAsxTgfJFQ4SLMWcjE3k77u0eEkEvBU6AnansDWnjCSHHVNxKdpi0VZJdguRxlj+vPVh1dqFsBig1OC3LwVlZtmCdbcMg81OYrmFk4Z4/homLB7ZoVDj+WttU+YgzlrM8ehE3jyczr5CK4m2+fFvw+wow5iXg+x4BsfyF7St2IbZYcOUm4VkdxyKxGKMTgcxFgvaQgtGq9g/RzWxfG/MYntSAadzi9HaHto5KjsL6QEDzyoEPN22WKUUD6d8dqWh72rjXGcpR49rWSpzp+sodayKSGVnXhmJ9vk+tmKyW4nJSeernXpWu6E1QK5m5fZoPtXncCg6gfXbRe3nlSFuKRC5ltXb45AkFaIqKSOqzIopL4cQVQJfnM7kSH4p2oJCDscms8GQzd5cGwl2q7gHl1iJdthIyknj86NJfBVdRLzTQUypRbSb1U6Cs4gdmnS2mAuJT74yfwAAIABJREFUcdrdny3YS09H86bSyHpVNkcLLBgsVkylJRw1JfD1qWRkicXoikuITMsi9KSJl8K1+C4ydvxDdKw5mMbWtDyOJucSkVSErsxGjM29z+fns08bw7vhAh4Lb8aVGvykAmu2RfOlIYcj+RaMZTZi7Hbi7FYM2dmEHo1jgy6LY1YHCTa3P1ViI85pxxCfxPenEglMt5LotIm2KCojyu4gsSSXsFNR+EnVeMnECtMbowtQW+wkVjhJdtow5eWwJdLMG3K1qMkdIqYS+ErV+Cr1vHcyg93ZFqId7vlWVsKpuCT+EaHFK1jAN0TP20Iux0vtxNms6AtL0ZXaibFZ0MTG8c427YJaG4/5R3I1HkoD757IYH+uhZhycW9JsBRzPCGJv+/QsjJYjYdUx4u7E9mWbyPeacNUMu/TOkm2l3A6Jo6Xw7Vi+Ojjfo5cx7ptiWzNLSPW7vYfiywYy+wkzfsaDjuxNiuGgkKOxCbzzT49q4LFfOpH1l+lmM+/amc8QTH5nC62Eu1wkFTuJMlehi4tHckhA2uVGrzkZr6KyuZAThHHH6ytDpIcZejS0vhmt46Vm1Ss3BXL14mlxDrsmEvd89bmJKG0gAPGBP4eVURaXze3pvq5O+ni4qVOLl3u4tJl8d/LN/rFA5Jb1SQkpbNBnYfZvQboiizoy+zEl5dwQJ3I94dSOWCxk2i3YigW50+sw05MRjob9wh4yoz8WWWh6nIvU+dsnFRH4Ru0eLRUgELAN9zEX9U/Pm9OJmexWZXM5sxSjA470QvXptJCDgoxfKbP4XDxY+PHYcWcmsT7O3V4BKpYuTWaL425HC90f1dJEcfjkvhalU5oQiGa3HwOJGSgjIzlL1t0rHl87/y/6Pm3hc6uCtXgJ1ezbFMkzzz2LAlSL1oK/sHvugeBR2Akz2w6/ejvB6rEHIz5n5MLrAha+HNiPph/iJZVCgGv4Ce//2nPkmDxJnJV6I+3/4nfC1SxTCIWoniao7xKIeD9C9syL8q9KlSs/LZ805P9sSRI/eBkW3Qo1Xgs7I9AFR6yh/3xaF/NPyo85Br8Q58eF+6vEPAMVrE0cPH2Lg0Sy+Uv7INVCgHP4Kd8n0yD34PvE524ZQvsvSRI/aQjtdg4UYrvtDRIFJxf+ni7gsW/82OhZgFyMSzpyfc67R5PiyxUoe6+fkp/LPYslz7cBFcpNfhJVSxZrC8fgWIN3hIVSx/04cP+8VaI7XjUTlr85Tre3WfivR0Gnn3i5kJ81yVP2GSxdxfb4rugv/1kapYv9s5Barzl7ndzj8PlD+x5mmcC1ayQibkR/qFmPjLYqDvfRldFFoG7BZb/zOT3AIXAiuD5fhPbuCxYrJi3LNA9F4PF7/Kdz3NQavCSqNzj69G1ZLlEdLpXhmhZqRCL6Szsm2USAS/pw3deGizm1flIHp8L4lhZJhGenIPzNgsU5+rq7Ynsr2lkdKyGvPhYXpKJYaA/e20N0bjlhCKfGD9LAlV4SBe802N99+R6KNrGUybgJ1M/MX9EGQw1not+JvbPowc44nhdFvQwtPuJ5/9j7y3fqzjX/u+/43mO3+9+7n3v7t1icSF42113N+q0BSIrSyIEd4fIWjNL4u4KISQhRtx1xT24BwghyOd5MSs0QJC23IW9Oy8+R3uwJjOXnnN95zqv89RIgUHu6w9L+9pZdkocFPfP5zu2QaO/c37MznLdvbZJam/Jrs3VSMFUZt5bd8v74s7c8Ph1bsx0/zX6opNKh7VXOIrcGgbP1VGdHcdbnlK//ZagDc4aETvP+8fiLA/dnSBoLpaxOL2tlrxAJj8gTPucB9rdIClthddD/vZ3942lLSfH/13vbostcddhq9IxZ7q54S4F27DxmGrrpsxTT2kOz3EPYqbb3eN+5tR3nGVMOHjqsPUK59uUcrovNVB3KInvNFrsptrD+9r417LYa+6xrWrJfXyWh3Dfb3fWK+53l9lKocPWc7KdpL+19dTdfd3ks92l8/F2Cu00tlmLtVKH9bTvC8u71DK+Z93VXwI2U5430113VztN2/+WNGUz3bXMvs++SPbtQREx76wRprNJSqksc6Z731mOQ027VnPTYaMU77S3k2qq/b/bjk/3wcdZIx0ruW++3ZPj+f73WuCdsj10rlnmzIOeYTu5m+hteXfd16aT742H98vkOufR721L3R7hzu+kErB2v388zXSX3p13dkAfZFsn289iW+0U99drplsQz63QsWBbMvqmRvpaC4hOTcUnJJn1ESmsj0hmTWgqm+ILqDjVDdRTkBzHGz8H8PzKIF64b5wL2KmEaddcMz0sQTl9IvguqojmUw3U5yXx4zqBOcqH953dPe+FaeeNp2Wded/41DJHKfX/dONnpodl/Fj638bj3mdJkX4lmyi9N609hUdGzH3W+VPPaEoT5AE8wb992O8PvMdjlumP/O1vqtM0/Knt8Thlf1T5/2D//2+16R++xxPqz9/SPo9z3QPrY9lRdvyjY/o3jsNHXydi62ng1Z1pRLTW02/OZ39AKIsUut90FmG6dr1vbD5uvR81xh9y74fdb7rfHFUizt4hfB1XTMVALXX5qfziJ32ceVTUwT9iH3/L3zzotwfO/Yc953eW/0nNj2n79xHX3Fdvy06mrXcwHwbnU3KyndHeAgL8DXeC5PzWfnvssfg7+vdJ/O0f6pvHeP5Df/s9Y3DKc128JKFsrQzmE0MOecc6uDpciKALZd40OxuPO76mXv9H7dKjnvlH5uDjPP93j53HmdN/pPxPaA4/0fn27zCnn/T9nsh1kt10XBuD+6FqhkebacmK4TOfIP7uJp3jtvPU8sJKAYe16SQPdMKVSpIiI1nkJq0HnB7wvOnLI2CjMPD2/iwSOxroaTzElt3S0aKH5o39DfPmUe3wqHn9wPnxO+bos86fLjRlZGT+fJ5Jg6URsFGF8M7+dGLKcwkUI6R0NpqnXK4/CUeVyDzfcBRZBaQcSMd3uwGbe88Nyzw7WNz2568NZ2l4Ltn9HXC1nqK0eD5S6h74IUfm6eGk0eOyKoyvgw+R3mfm2ngztZkJfLNKikb7tMsnI/PXQDpG9tqeNEK7u7h5o53+gmRWbBCY5a6Tdu4UOuauieSb+KO0nmvjZP1B/HYYsPo970SNgLUqlE90WSSUH2aXfyivaQQp2vpTb4u/HrLQlJGReWo4exmYv8rEq+tMLPGWvnz+pRbr3gaWrA3hldVGFnj9+0aV+yvgrNJh7xvKR+EFlJ/q4satHs7UHWTdDr38geBZRCNi5RnCF6ZcjpzqYeJmN6MdOazbHYyzx+PtbMjIyDwZHJQC89fH4JVTzcCVXm6cr6E4O5mftwXj4hPM29vj2Xq4lNoTrRzvyMdfG8aSaeKEPC7OXgYWWNYWi7z+gmuLZwhZaMrIyDxVnNVSahv733i+7T8DEUdLSHRZZD7jaEQc1AZe3pGMf0UtfV2FmELDWeSpm/YMrMzTx0EpsmhrEttKqugZOkq0KYI3NcKDzwvLyMj876DR46jW8+LmWHwPltF4upPrVzo4fqqZ9pEWeo83MzxQRXXJAVb7h7JELeLwgKBLj4OLl3ROWFpbyN4mTxNZaMrIyMjIyDwGzmopWf2/tsbw874w3lqjx3aaVAcyzwgaKYr5i5si+SkokncsEbP/XaM3ysj8O+NsyeE5f10k3+lTWRt/kB2pB9mTls2u5EzWhcTx/RYjc5WC7CXyH4QsNGVkZGRkZB4XjYi9pxTN2E6lvy/Ss8yzhhR1drb7oyOOy8jI/G8j3onq+8LKQJ5fYWFl4J2I0r83qJrMs4ksNGVkZGRkZGRkZGRkZGSeKLLQlJGRkZGRkZGRkZGRkXmiyEJTRkZGRkZGRkZGRkZG5okiC00ZGRkZGRkZGRkZGRmZJ4osNGVkZGRkZGRkZGRkZGSeKLLQlJGRkZGRkZGRkZGRkXmiyEJTRkZGRkZGRkZGRkZG5okiC02ZZwQRR5WAtYeWWW5BzHANYrYln5LLUy+bjIyMjIyMjIyMjMxvQRaafzGc1CIOmmcvabWzl5EX14Xy0c5ovgmIY1lQLEu3mFjio78rea+zRsRBLT5z5ZeRkfn9OGtEHJ9R2yQjIyMjIyPz+5CF5l8GESeNiJNGz3zLf52eepkknDUidmsicY05TG5rHX3nu7hypYWm7Di+WicwWyky10svlVktMt/bUn7N0y/7s46zRsReKWDrqbsbpYC9+ukv6p01Ig7Tlc9TwF4tPplnqO9tAwE7lfh440cj7bTfVTaVeNfHj8djmvvcqef9/eCsFrCb5lo7pYjjMzCuflc/qwTs7utrAVtPAQe1nnk+BhZ6yx4MMjIyMjIy/ynIQvMvgrNaxGVtGJ/4x+O9N5Q3/PQ4qJ9+ueZqRJzVInabE1hzoIjGwSZOXBuAG+1058bz9R2hKeLoFcybW6PxNkTy0TojLvLO5iNx8TawaLWJF/1MLF5lZNEqI4v9TLy42sgin6e/qHfxNrDQz8SLq+8tn4nFvoYn8wwfI4vuecZCH+m3R40f58m/X2Vk0SoTS1abeNHPyHzv3yrSDSxcdXcZ7pTJx8C8e66f52tkyWoTS/x+vXby2QuegXH1W3BSS6J+no+BhZb+leom1W++l5E3tsXgEZyM954QXvLVY/8s2CYZGRkZGRmZP4QsNP/DcNZYmPrvGgErdRhLIwqoONnKcH8RpsAw3lAJ2D0Lu4IaPc6rQnh1YxjLwg8S1dPFjbE2Og/HsdQiNG099Ly1N53Q1maOnailNDOOL9bpsVI+mV2v/5V2f6oI2HoaeW17OtFt9bQNNdHS10BTXwOtQ820tRUTYQzhXz4idk9pUW+nEHh1RyJ7K+poHWyidUAqX8tQK+09paQkR7PES/+7XaWdNSJOapHXxYOE1jfQPtxE60AjTd1VFB5M4PMNeuZ4Pnj8OCl1zN+WyOrcChr7G2keaMY83EjT0QyUu40P/dtfEXFS63H0jmNrQTn1wy209TfQ1NdI82Aj7f1lxIdG8ZG3gI1aj7NKh93qcD6ILeJoTyNtg4009zXQ3N9M23AdVZXZ+K0xsEgl4PDUx9ijcVILWCuNvL8vGf/8Eo6Y62kZbMI81IR5sAnzYD01DWUUNVXT3FdDWVYc7679c+f15Nx92m0lIyMjIyPzn4YsNP+DcFYL2LgHMdNNi5VSWpy7eOmZqxGYqY7CNb2GcU4AjeSHRPKBSof1s7LA0ojMWRmA45ZEdrV0MjHWRtcUoWnlqucjMYeiseNAH5crUvh5k8jMx1rs/2+XXcDGI4iZrlqsnoXyeOmZ6yXioDKwaG00ysQcYtvNXOI40M5AexF7Y1Pw2GFikbf+d7iBPhkcVSKL14XzXUQOAWUNnL41BPRzvquc5LgU1IGhLPD6Yy7Szho9L26PY3noIWKr6znNcWAQzpag14bxkocO+weMR2tXI5+H5VMyOgwMw3gDxfmH2WeI4uONBuxUj18GJ68wvjGkoa2so2PsGNDPrVNlhB/IQLE9hFe9pPOJc9UCjr7BvLwnlS2pxVSf6QFOwKUGakoPsik8ji989cxXi8+M6/v0c0LESS1gtyYKRVIBxQNmLo33cONSCwM9VdQ1l1PdWkXLYAvnL/dI7TvRRl9RAu+ve/gHgCdZRgdPKfjYLIWAvRx4TEZGRkZG5okiC83/EJxUAou3xuKRlIspK4v1/sG85CNKLmgaETtNMO/sT2VPTh7GzHQ8twXzklqQFrfPQPnneumxV2hZsjsF/7b7haaDUs/Lm2NRpeRiPHSInfoI3vITsXtC5/h+FxoRZ40ex3WxKOJzMOVk4acNk1x6NU9fcLp46XHwDGK2u8iHiWXUXxqCsSoyEsKZ8UsQMxVTPkY8jfJ563FWanneTY/d/lxKTncDbVSnxfPlj/t53uPJiCknpZa/fy/wnjaHo5cGJKF5u422g4n8uFrHzPsEo4izWsDKL4HNhXVcZAToZmwwl7Xr9FgvC8RK/RvbTaNj9vIAFgQeIHpgAG61MVyZxGsaLf9wlXYnJ+/nohGwddMy2yOKPbVNXGSYiY5c9u0K5LmVWqyegbO1D0cK2GW3KgplViltlwbgdgcDTXn4RyXiujeCr7aG8cWOCL4LTEATk0taexuXx9voK07ggz9BaDqrBVxWhfCJ6QD7s3PRRcTwxTrJnjzbbSsjIyMjI/Pvw1MQmiIOSh1W7kHMdJXSWMxwDWKGm5bZil8DY7h4SW5Xth5aZj3gut/yXGe1gK3i/nvN8RSkFBoaAVuPKb+5BjHDVcscpRTEwsY9iBmugcxwDWKmu05yOfXWSyLOU8tst7v/dpbH9GWcTOFxV91dg5jlocNWJWCn1GFlqfO9O5OOKgEbxa/PmuUh3En/4aDQ8Zp4iJRTQ3Cjhab0SN7xE5ljWUS7eInYewbxj5/9+e+fA5mpFHHyErHz0N6p12SdrVTSb/aeWma5Bt75fbZCOmvlYunDOffUeaa7FCjlcRdq9/bJc8v2Y7c5gR3N9wtNF289Tiods1b487efAnjOXdqBmDfZppZ2mekaxGxPKeiItfuUtp3sC42Ivadu2v6ym2YB7zSZcmW6/lJKQt12VzZpQ31AM5WH45ivkiJoTt5jsu/uHfMz3aQdUAdLH0qBeyz97xbEDDcdNp4CDspfyztLIdy5/nHa2Ekl4OwTzLcZFTSPDsG1Gg6lx+CiFHGcbJPp5oaljnZT5qOzRsTOU4eVu+Vad50UVMdSt6nzysoStOaR5VQL2HiF8KJ4hIqz3YCZ+oMp/OKhxf6JuSKLWLma+Do4j/JLfdy4OQD0Md6fy87AYBxchbue46wWcVDoeSckj4PHeoEhSWgOH2H7jhAWuevucVt9gE1znWLTNCIOngJvGnNIGhqAW2aO1abxyToDtp73zhnpw8o833h0jc1cYpiJ7iOIQXrs1b8GInJUTW9HJ23a5NhzUlvshuXaWQpLUB6PX+etzeTY14jYTTcW3LVYKXRYe2iZ7aHD+r4yTxlzSgEn71C+jCmh/kIf3GynuyoTzRYRK1ctVp4CdpOBgRRa/v6zno8MORT21lBxMJb31uqxVk6mO5pmzkwZW9PVzUEt4nDPHJ/prsN2ioh09NQxb30UPuWtXGUIWg+yfqfALOXd9XJSC9hM8w6aM5l6ydvynlLomGMpw0x3AXuVgJ3CYufdtFgrZQErIyMjI/PX408Vms5qEUeVyII1YXy0J47lhiQUpiTc9An8FBDNF9tCeM3PwDwvKRKlk7eJ17dF850uEXdTMgpTEq7aGJZuDWaJlxSB8XGf6+Rt4vWt0XyvS5LuZUxkRVA0n280Mk8tYLsqjI/8E3A3JPKzNp5l2gR+EeP4Zkswb24I56N98fykS+QXfSJuQZG842fARSlgrzHw0sZIvg5MxM1oKaMQyzfbgnnRW7zjXueskerusiqEd3fGskxMwsOUjLshkV8CY1i6I4w31wbzxqZwPt0dw3eBcfzgH82nG4zM99LjqDGwZG0o7++M5mv/OJYFxvLtzlCW+EpiYs6KABbszyJioBdG6ymLD+UldRD/46rDxlOHlUKHvdrAq5tC+WBLCK/6GpjrG8pH++Jx1SfyU1A8P+kSWCHGsXSjiUUaE2/tiuUXfSI/6xJZLsTz064QXvQVsVZKffjp/nhWGJJRmJJx18fz454wXvfR46R81E6UJMTsNUZe3xrFt9pEXI3JuIrxqBMOk9h3zxlNTwE7hbS4Xbg2hHe3hPHuWiMLvfU4ehlYvCaE97dH8dX+OH4IjOGrzSZeXhvKu7tiWaaN5/s9Eby7Ws9cjYitysCLGyL4KjDhTn+5CXF8uyOEl71EnFQiTpYPCI4qESefYN7ZEcOPwpT+Corlm53hvL1axFah4x8bM4nq6oRbdeSlR2GzUloQSwtbEXtPqd8/2BPLT3rpPgpjIr8ERPHROgPz1QK2ainozL82hFlSvMSzzD+CdzeYWLg2nC8D4lkWFMd3O0L416rHd3d9uNCUdl4dvIy8tiWKb4MSWTm1TXaG8oqPnrmWCK3zfU28Zhmf3wbEsWxfOK+u0jPXN5SP/RNYaUzCVUzgp4AoPlpnZIHmMSKk/olC85vQPErPdHP+VBtXbvTBzUaKU+L5QqnDdsqznNQiNl7RbC6qYeBaH9ev9DxQaN5r0365z6aF8toqA/M0IvZPSmiqpefO9wvl/V2SLXEzJeNhTGR5oGTTFnhNpgEysHB1CO9si+TLfbH8EBjH11uDeXVNMG/ukObHj/sj+XCtgfkaAVuNkX9tluakm8XmuovSHPpoSxjvb49i6Z5IPtlsYp7XNGcbNSI2ngZe3pFOQl8n1xhgvCuXPQEmrD0kcebsdTf2nnpe2xqDd1Qq6wJCeNlXj42niItvMO/u+nXOeBgS+MVfKus8tYCd5te6fbEvlh+C4vhmezCLffQs2hDJt7pE3IxJrBDi+GFPGK+vksbyXC8RO7dAbHzCcCto4OT1Xq7UZqDeFMh/r5A+/jhagpQ5eZt4c1s0P1jmv4cxkRWB0Xy2wcg8tYi9Ss9Cv2De3BLB53tj+T4glh92h7LEL5hXt0TxvTaBn/yj+HSjcfr2kpGRkZGR+Q/mzxOaGhFHlZ4lG2PwzSiirK+ZE2fNjJxt5+zVHiauNNNedYBNO00sVumw0Zj4TH+A6MZ6hs6ZOXXGzPBZM6fPNtFVl8MuXSgvasRHun46aUQcvUP4WDxAbEMDw+faOXnWzLELHVw430hzSTrKLQZst6WyuayeU6M9XL/Zz8REN5fOVXMwKpqfhEyM5g7Gb/QzdqWF3uZDeG8x4ewm8q89KfiXVNF9qp1TZ82MnOvg3Ggrg02H2RUUykK1tGhxUovMXx3B8tg8DrU3MnK2jWNn2zl1uYfrY2aG2vIJDElhd2oeeR2NHLvcw5UzNeTFhvGaj8BshYlvjFlEVdfQcbqL61fbGKlL56sNRqzVRv61LpTvY/LIPNYLV5poyEnk572RvLM1jLc3h/La5mh+Dj5AVHkxRdWH2LotmIWrE9l6tJbTV/q4PtHH+HgnZ46Vk2gM5w1VBMrMMtov9XLleh9XztZTkR3Le2tErNfEsOrAUepG2jhzTurD05c6ON1fQnR4FB9ohIdGtHVSi9h7BfOeNovI+npGzndw7ryZ4VOtjJxr59JEP7fH2mg7JAnNWWoTL66P4OugZLYfLiSntoikyEg+9hOY4RPBsvBsMutr6DjVwaXRVlpy09idls/BwW643c1Jcx47t+txUemZvy2JXYWVdJxs58w5M8PnOjg72saQOZ8gbRiva0TsLSktnP3C+TYih8zWBoZPmzl+1szJ0W6uXWvnRHsh4aZIPtwawWtiLlkDXXCzkcrCVD7fHsmH28J4a7WBeSoRB99I3OLzKRpo5tQ5M8fOmhk5b+bMiVrKc9NQbzPgoNCzeH0M67IKyGurZ+hiD9dPlZJ0MAN1Zjk9V/q4PdFGT0EKP296fNfChwlNB5WAk5eR1wMyCK1t5MxoFxcuWtrkspljnQWI2jDeUOuYozDw1o5E9uSXUN7dzKnRbq4PFbAzJJ4fIvIo6m/h9MVOzl3tZuxiPWUHkvhpvYit8hFl/BOF5rfhRyg91sZQQzGlJzu4cLufy62H2LHX8OsOnUYK3rNYe5gDA80Mnmiktr0V6ObaSMHdQnOKTfNJl2za8btsWgvt1QfZtNPEErWAtUJ3l9AcqU7hPT+Rma5abCxpPiS0zHETsFfHElBvcZ2dIjTtVSJzV4WzPP4IRwbaGb3ayenTkk27dL6RppJ0FFuNOCt0WPuG8Zkhi8SqSlqOmbk41kHv0UwCk7OJ7eyA271cGirG6B/Mixo9C/akIVTWMny+g7PnzAyfMXPybCvDfZWUVRdzuLGGzvajHEiP4UUvPQ6qe8ahSof1qnA+jiujd6wPbrdRl5nET146rFUP708XS2oTZ7UeJ59wlkXlcqi7mZMXzBw/Y+b4hQ4unK6h+EAiP68XmeMVyqf6LOIrpbpdutZBf2k6fvoEVueW036qnTMXuxi91sXFoWIigiN4R63DztvIgtUhfLw/iR3VzZy53svVtsPsM0Tw1rZw3t8UzEK1iJN3CJ8aDpLQVM+xc+2cOCO18cXzDTQUpuGx1Yidh5EPAlMxHC2jfrCNC6PtXOo8zNq4bMSaJsYY4OaJcjIiw1niLWJ3b3vJyMjIyMj8B/OnCU17T4HFm+LYUFjL4Gg75/uKiQiP4+u9yewsqeP0eBfnu/LYud3EQk8DH4bmcmiok7ErjTSXZLJqbxSf70/Fv7yW41e7uNxXiNEUyoKH5MNzVgs4eJl4NSiHjD4zY5cbqM5PR7kriu9M2SR1tXL5aiu9R1Nx3W7EbnUsflkVDN0ehttmOvJTWLlBxNovgW3ljVy+2kxjfjLfbw9hvlqPy9ZUtHVNXL7WRk/NIbYERvNVQBpB1Q2cvNbJ+dbD7NhvxNpDx1y/CNzSy2g828HYyQoOJCewbFc8qw6U03Gxi7ETpYTFZqJNzuFwewMj40NwuYGyxDBetwjNb00ZGEuraD7RA3RysTmDrzYasdqRjrailmMXuxid6IcbvVwbbef46TYG+0tIKTtKan0zJy52c3Wih/ELFcTsD+MNhYjDxiT2ljRI7mMXq8kKjeZzPz2OagNzV8WxpbCGkdFmag/G89VGI/Y+0azNr2JgrJOzXYUEh8Tw5d5E1h2qoPNiF2OnSokMjeRVhYDTdEJBI2CjDuFDfQ45A+1cudxCd/1h/I0xfLwxGmVSIXWj/dweN9N+KI6v1mh5bn0yGwurGTnfyflrfUxclUToN2u1/GNdPD6ZhdT3NTJypQ9u9XCqq5quwUZOjA/A9TZ6KtNZvkrPorUJ7K9p5PRYOyONuezSRvFZQCr7jtZx/EonF/vy2eMfykK3IGxWRbAsoZj6sx1cOV1FbloyP++KRZl+lKaLXVx2oj4iAAAgAElEQVQeqSQ38QDxDTU0nulidKIPbvUydrmD4TNm+gfLiDeE8aZ3GK4ZZZivdDN2spKclER+3B3N16ZDpHW2cnXcTE/lAXw2mnh1SzL6ygpqBtoYnRiAy80MDlRTdqyDq+O9MFbP0aRYPvcTsH7MQDQPFpoCNgo98/wSCKpr4sLNIRg5SkJkJJ8EpuFf28zFax2cr89Cs1PP31cG81lQJvFNNbSMdHD91gCcqaLUXElBVw1NpdkERWWgLa/jxPU+bo2WExseySvuOhy9HiIw/lShWUjl8SbaS9PZUFRN04UBGKvmQFIMrykEnDQiDioRJ68IfAvqGDlbTW5FAUFlktC8fuxuoTnVpg1cut+mnbrWxfmufHbtCGaJ8n6hebw+g6Wbg5nnbWTxakvKj9Umlqw2stDHxEvrEjE0tzA6RWjaeeqw8TKxRMglb7iLW3QzXJvDpi0R/BiWS/7JLiauNVKaFMtSTSDPr4nm54R8KrrqGbjYC/Rxvq+Gzt46Rsb64UYHp1qz8dtsYuHGZILqmrky0c5wYy67gyL5eHc8quRi6k53cfNGL5fPtXKspYC4uCgWe0kRgae2tYNCx7xNcfiWNXP5Rj+MlhNuiuRlt3vdje+x1RqLl4NSxMkrhK/jiig91cn4mSpy05P4aWcsy2PyKRrpYPxKA6Vp8Xy+MYJv4/Ip65ysWy+nzWXUmitp7Ksg+0AGW2MOk9XbwfitHq60ZLN2t8hzq6L4MbWExpE2zoz1cfNmP7fGOjl7rp3BM7WUF6TwrbeJN4JyyBowc220jsrcdNx3RPF9aA5pPWauXG2hszCF79eFsTQkm8z2erpPdcGtPjhdQ+1AA61npJ3w0d4C9PtNLNCI2Ms7mjIyMjIyfyH+HKGpFpjlHcG3CaX0XO3h5tlSQoMjecNTy2x3gflb41BEpLNTH8E7fgYcNqdibG7lGt2MNB5i7UY9c92CmOGuZ9GWNKLMZm7TzfG6bNZsFKXogZPpJe6kmRCxU+hZtC5BCqgx0UbLkXTc/HTYuAbygkcwH4r5VJ3vgSsVxIeEMf+HAOw3J7G9ppWrN7u42JXLpu3hfG3IJbe/no6qLDzXili56rBSRqDKqWJwopNTrbls2qJnnnsgL7jpWbQ9i6TeTrjRRHlWLG8qTLyhz6f0dBdcqyE7OZ6P1Vqs3XQ4rY/ih+B0dofG8vWWUF5fE8IPsflkn+yHi/UUJ4Tz+ioRK6WeF9eYeGl3GtvLmrh1u4OzTZLQtPYJ4+O98aw5UELhqT642kp7aRYbwpNxFWP5zj+WL/aksutQOT03+7l5tZpE/zDedg/kf1aIfBySR/GFAW6NNlCZHMUbq0RmKbTMWpfItopqRnoL2L9Rh6PSwLvhhVSe62ZipIRIYwiLlEG8sFLHvHVx7K1t5iJdjFRk4b1W2tW8+yOAiK2HyNv7M4nt62R8ooOhsgy8dhlxVmh54edAFuxKxdDdxY1rljOaa3XM8JbcYH1S8kkf6oGJdnrz4/l2vY6ZXsG8sjGMZaFZhJrbpd3o8RY6jh5ke0QK3mHJ+O028aJfOMtSy+m60sVoex57A4w4ugfx/EqBV3amEtndwfWbbTQfTOQrT4F3dIc4fLqbibFGKlLi+dZPYJarFjvfSFaYUtkeGc/Xm8P5IjCR5YnFFB/vhpstNFUdQmNKxkOI5euNwXwelkfuiT640URNXgKf+Oqwdg1ijsrEOyEFFJ3qheuNlGcnstTbxLs7Y/giopCjx7vgxgC3TldzJCcDX0MKO6Pj+XaLSYo4+oddZwVsFAbmr0khuqWekTN1lGQl8ouvP/+jCObtqFK6rvTB6UJ2iSHMdNOzZE0I7+1LYGVKOZ2jvXC9l+tnq8jLSWH5BgPzPfW8tjOTjKEuoI2a9ES+cXuEYPyThWbtySaaC5L4TJtNQncH0MtIzUHWbhSwV+mwURuYuyOLtIF2xnrz2BOXhqa0DehhYorQtH8Mm+YRkc4OQxQf+BlwVk9xnR2QBN/EFTN9I020DzbRMXQ37UNNdAy3cvpKLzcZ5GrnFKHpHczLYYWUDjZxtq+IUFM4Ly3bj93aWDbWtnHlVg9nylLx3KRjptrES+vD+Fafin9dKxeu9zMxYWaw9jBB0cmowlLY4B/Ca34hfJ5QSvNoP5w6SnRICM7uQbywUovzmmg2lDdKUYGHSogJj+DNtQYpLdE97WzrLvDqrmSMXV1M3OqHkwVs04Vi4yY8ui81AvYaIy47M4nuMnPjai1HDsTzrpcOq5WBWPmEsTStgq6rfUwMHGGfGMbc1aF8LaSyv76V89f7Gb/WxfmOQqKjonlrlYijdxifxJXRdrkPzpcgBIcy29PIy1tjcI84QHBLGxeu9zHWU0REUjIrTfH8uDOcdzcmEVDfzKWJFhpzU1mxSoe1ayAvKEL4xFRA/WgvjJYRYYzifR8Tb/qn4ne4hjM3+rl9o5MLXYWIMWmsDk1mQ3A0b/vqp2kvGRkZGRmZ/2z+FKHpoNCxeG8G+vYuuGGmtyiRL/wEZrtLuwh2auk80QJPLfbewXyRXE7z6CBcrSErMZIF7jrs1ZOBdIJZllpK89gwXKwmNy6cBRpBCgLjFiSFqneT/v95ZQivC0eoudAtLZj36nnu23085xrAf/8YhJUmkYieDm7STvPBZH5WBfKCp5F3xRyKTvfA7Xbaa8to6K2jp7MQ3f5g5nvosFEZcNqWSWJfJ1yvJj06FOvv9/P3FQE890sgf/s5nI0l9Vyml+HKTNZvj2VtWQujN7sZbc5CuUXPTFcdjpZzVLZqPYvUghTsZmUgS4IOEjfcd5fQtFaJOHoG8TfvWNwO13PzdgdnmzNZutGItbuWmb/4M3dvJqH9vXCpnqOxwSzyDOS/lgdh5RHE338QeNv/EGVXexm/XEWCfxhveUhnN522JbOluo1bt7u50puDzxYTDr9oeSfiCAVDDXSVp/CJp4CLTwy76poZpY227AQ+/2Uf/3d5IM/94s8/Vwp8llpO27VBbg8WYtQasVWJd58lVAvM9I7CPauK8/Rz83QpIftNLHLXMkslYq/QsmhXMnvuSW8yx1PH7OX7sdkYz9bGdq5fM9OTF8+36wXmeApYrQzAYWM8m+rMXJ/o5kpfHjsDTDh4aLFVicx1F1iyJYWwnnauTzRQGBnBa8v28n9WBPLcsv3MVIXgWtjIyYk+JpoOoPGPwy2njjF6uNiZg/cGPQ4eAnYaEQeliLNKZKGPgI2njpluQfx9fQbhHZ1ws47DqZHM/iWA//kpiDnqaLZWNXLh9jDjvQUI/nopuI9awFElMNsrlh2lDYwyyNW+AgK26rB21/H8tmwyBjuBdtrLMnFdI2DnLjDfW/qg8qSCAdmr9Lj4hrE0KB53fQxfbTLxkkrLC6pgFhuKaLrYA+eK2WMIxdpdwMEziH8oTCwUC6m/2AO3zbQUpuGxVsDaXcssN5H5fomEdZoZx0xjZjI/uWuxe5aE5ukWWvITeG99JOojtRybOMatcxWkR4fj4q7D0Sec5dnVDI4205wdz2c7EtBUmu8TmjYKHYv3pN+xaX3F09u0RZbIzk5TgwEN9sHtLi4OlRKencOe1EPszziE/xT2ph0iIKuI0pEOrjHEtS6L66xKwMHLyILNMfwkxKMIiOD9tQYc3IJwXBuJ6mgz5671cKE6HdU2gdkKAZuVgdj4ReBZ3MTZ8T5uHi8m2BTKfIUWa5XIfIXkcbG2vJGTtwe5Yc5hxx6BmUopyJGjl4nPUsppGR2AkUJEvZHn3YVpzglLQvPNPanEDvRw41Y/jOSzXhvCTPdHC00nlYDzqjCWplXSebWHa60H8dsQwP/7YwD/XO7P31cE8fzOQ2SP9MDNWg4mRePykz9WvuF4FDVxerwfzlWSGh/NWyotszyCmKU2sUB3hIqzPTBaijEsAls3HdauAczxCmF5fgPHx3sZrU7Hc70//2eZP//tZuINYwENl7rh5BG27BL5+7f7pffGD0HY+iQRP9DJLcw0ZCbyjds+/h9FOB/GlXPiZh+MVpMWHc0bCh22ngILLLlqZZEpIyMjI/NX408QmiI27nq+Cs/n6OUBbl2sIz88jDd8BKwm3f80Ik4aERuFyLxV0eyqbebM7RFuDhQgiEbmKC2CRS1FuFxszCVluB9uNdNcnMLn66Nxi8hgZ3o2+1Ky2Zd+kO0hsXy/K4qlGdUMX+2D0QbK60uILCoi8WgRsUXFpFbW0D8+CPRx6mgGvquliIrOqyJxy6qi50of3OzjlsWl8BWlDnulgL23iVfCi6g40wvXW2k3HyW6qIiEkiLii4uJLy6n+YyUG+5yaz7xIWkkDXdz7XobrRlxLPXTMWuK66PzlB1ZB4WO1/WHSBq5X2jOVeuYsToedX7D3UJTIWCv0PGq7iAxg70w2kBFcgRv+4lYWYJfWLma+EKfS9XY3ULTViMwQxnONzFHGbjZz+2rNWQFR/CKewjK/Cr6jlVxIDIEe08D8zZmkjnUAXRzvKuCQ0cKiS8pJqG4kITSEvIHOxjnJFwoIzkqBJt7hKazUofDznT2NHQAnVwwH+SXdUYc3AWcvB6e3sReoWXxrmT2tXTcJTTv/LYjiV1N7Yxfa2eoIIGl6wReUAg4qXXMUoTwTsBhKi70wK12eprLyDxSSNzRYuKLCkmsKKP0ZC8wAv257Ek9yLbGTphopbs4gXf89FhPORPppBGlM6gaqX62Ow4Q190JN+spOBDLfE8d1p4GXDZnkdbfAfQwWH6AVb5aHNRSgBxntYitRzAeGWV03DgG56rJiwphgbcBm905HBzuhhvVpCdG4eSqkyJpqsXfHEzkYULTSa1nrkZgzsoA/rbMn//6yZ/n3XUs2BKPKquKwau90gcafShW7gLOah3W3qG8HlJM86UeuFyK3hCG00otDhYPgiXrkonsMjNOG/UZSfz4zAnNVsxH4nl/jZ4FQXkcPtYHdNBVkc73KpGFm1OJ6zNz7WQxeq2ROWuT8Ku6X2jOdtfzZWjuHZt2JGJ6m+YwWYf7os5a0puog/jvZQH8c2Ugz98hgL//FMhM9ynpTaac0XTSSGlhXljuz38t28//91MgcxQGPtalYWg1c+V6N6cr0lBuFZjtKeKg0DF/YzSryps5N97DaHUaii0C/1RM2l2BeasjWF/RxMnbQ9zoyGHXPoEZnlKEZkcvE1+kVtB6ZRCOFxMWHCxFhZ1GaNp56Hh5RxIBrR2M3+yH8yUE6cNxcdU9IjCUtOO7cF0022taOHNzgGsnaimrKCSmpJiEkiLiSkqIb2ji9I0RoIXanCTeWx6Iy/oovMuaOTvey7WmTLy2C8zwkOyljVcIL+kLqDrXA5dK0YeGY+MuYO+pY966SNTFjZwc7+VyfRZ+OwRmuWuxXRPFdwdrOTXeB5caOFo35b1RWEx6VS1DE0NAL8cL01B5B/A/3lEsTani9EQ3twYPo9lhwspVh4NmSnRnGRkZGRmZvxh/itC0cgtmeWwxbbcGmThfRYYYwhteAjbqu6+z99SzwC+BYHMbVxhmvC2XvXtFbCfPYVqSgFsFHCKsuxtopa30IN57DlF2tgc4JiX+ZgSGSshMiGdVaSOnxvq4PdqCubeGEnMNle0SFeZqipoqyG0oJiwqjq99BRw0AnMUepw3ZZA21AUMM96Tz/5AA1buAg5KAedVIXyTWUn7pX4YMzM4WMtRcw0V7ZP3rqakqZK8hqOEJ6Szy5RN0YVexidaqEqI5ktvKRfefW31GELzBb84lHn1T05oeonYuIm8sS+D6MFubt7o4FRZCssC0xGb6xluz2Prei3WahML/XM5eroL6ObkSAPVrdVUtNfcoaylkvzGSg7nZ7E2wHRnUTxZPweFjleEbGL6++GWmdN1aXy03oiVQmCu15MTmn35CXy3QfptrlrHHK9wPgwrofNqL9zoYLC/jipL2SfHwdHmSvIayshIT8Yv+TAR/X0w1kRLbiyvrtYzZ7oIxw8TmiojLv655B/vBjpozU/H1V2Ho0aPk5cllYmngWVJJdRcHYHROsrTIljoY8B6dw7Zw90wXk1qYhQOlvOuv2f+PTTqrEqKrLlofQRLtcn4xWSx72A+iZUV1PebGbvRByceIDQv9sDZIvbow5jjLtxxVf93EJrtBfG8t0bkOVUsuysauMww1waLiTVG833CUVoutNJXnMrK1YH8bXMyq6cRmjPdgvk5puiOTcvUT2fT7h4rTyq9iYNaxEFl5I3tMSwPTWddfDb6w0fIa6mh81wPN290c6zswULzXGU6qq2W+XFnjITwedxRGi4OwPkKUqPDWeweyD+Wa5m7Po5dtc1cpIfz9QdZt0XA9gHu246eOpw2xOB2pJELN/rhZj25MTF84qHF+gH9M5m66IXlWpxXJxLaYeby7QGunGnC3F5NWfuvtrWirYqCxkoO1+TiHxrFK65BUpqSsmbOjvdwvjod9VYpTcnvEZozXLW4bI5jdUULo9f7uHWpmbaeKe+NDsleFDZVkNtQREhELF95BfJPH4vQvN7Nzb7DeO4OtsyLp/+Sl5GRkZGReVr8aULz59giWm4Oc2u0npK4CN7wEZitvPs6SWjGEtTUykVGmOjOJyBQL+V1nCI0nYXDxPb3Ai20lGSyfHsGkY21NA+3YB5sxDzcTH1FDmJUAmurWjk/3sutrmx8dht4bqUOe5VwBzulhL1aSsnhrBawVZl4NzCbw4PtjN0e5vZEI9W5ySz1lgJ6OK0K5YfsarqvDsLpYkJCgpnhKuVVvHNvpZQTc8YKPR8EZlNwsY9bN8x05cTzzRodMzynaatHCU2VlhdWx6M50iid0XwiQlNKaO+wLgbXnDrOjffC6aPEVFdT01dNbW4iH3sEYa0OZrH2CJVne4B6chNieWd5ENZKKSfer3UWsLvXZXZK3V4WDhDV1we32jnXksk3643Yefy6o7l4Vwr7Wv+Y0Ow/ksD3U4WmdwQfRZXSP94L1yqIEiN4+ZcgrFT39JenDit3HS+L2cQN9sH1VvrKU/jYT4+NYpo8eA8TmkojLjuzyR7uArroLs5EpdJKbpRelpyUHkZWpB6laXwELtRSlBB2n9BMS4rC8R6h6WQRG4+T4uRhZzTtlHqc10SiSS+ivL+Z02dbGTneQGNnDaWdzVwc74WTDxGa54rZZwjD+s8QmprJFDcWV1S1gK1SwE79OPkJ7xGahQm8v0ZkhqueL2IKKT4/CFeaGGgrJq23jfOnSok2hPPKCn9e2JYyjdDU3hGakzbt6LQ27e6x8iSEpp1SSuvx8o4UhPIqOk+1cfJUC739NdR3VtNwoovxiS6Olz9YaJ6vksTYpNCcHMdO6xPYWlLHyfEuLvSUEBWViKspnR15lfRc7ODK6TLiw6N4V6m7k6bk3npOjpH3w4tpvdwHdDNUmcnqTQLWHuK0AYGc1HoWrw3hzc1RfLMnjcS+dq7Sw0hxGqrVgbygmGJjpthsB7W04zp/QzS+FqF5oSYDzbZf5/5vFZovuGqZvzWeDbVmxq73cKP9AMod+oe/N9Q6ZvlG8fWk0Ow/jGp3sDRnnoGXvIyMjIyMzNPiTxGatu56Pg4+zKHTgzDRzvGqNL7fpGeOu+VFbUknYeOhxcE7FPfDNfReG4ZzZcRFheGgmFxcith5Gvg0toij54dgrI6yrBhe9jEw19vIYj/THRZqBFzWR7Msp57T431wrgRBDMVxRRBWSgF7lZTewdZTh7XCknheI2DnqefV3WmYmhs50VdJdU8zA9f64XgZieFhLFBosfUK5u3Yo9SdH4DrNeSkRvOiW5AlEbl0XztPHdYKLTNXCLy6J43w3h5u3urheuch/PYZmeOm+7XuatGygBGxU+h4w3CI5GOS0CyKD+MVXymXpK1C5MV9mRhbO+BWB2caM/h8nV5KRu6h47UpQrM8KZw3fAVmKAQcNQ8XmnM1AlbKYN7V5lJ2rofbdDM61sPFjgKCjcFSGylNLN5+kJzjXUAn5vxUVqikBOm2ljrbKwVspoiBe8eCk1KL/Y4UdtZKC/exkQJ2bzex0F2LlUrEyjWIhTuT8TdLQrMzJ5YvVuuY4Sklkf9dQlMjYKUM5T1dPvVXeoFmyhJi+UIhLWDtp/SXjUKHlbsWmx1p7GuQynh5sIBd200s9NBhrZL6y2myv5RSPacKzSNZMcxV6JjtJuLgm4i+uZVrDHKxNZc92y3jQyO5gFspI1mbX81JhpkYKSU60ICLlwHbPQ8Wms4WYTXfW4/LY+SpfKDQVGix9TLxenABZae64WIVh1Li+NxPwMY3jLfDj2K+1ANnCtkhhEhnip+m0PQx8a8Noby5zsQiLynn6EtrTLzoY6nnI2zQvULzw7V6ZnvomLMxhV2VTdygn9sTPYxdbWe4PI3lWwzMXhmE1fYU1jzAdfZj06827UT19DbNXiUFxXJ+QkLT2kPH3NWR+BbVcWy8m9HOfLTaUF721LFocyxrKlu4MN7NmYpUPDbrmKEQsX+U0PSy7LCr9bykyyGtu40rox0Mn2xl4FQbQ6db6O4sIjwkig+8pJyvD2trO4WeJZsS0Ta1cvH2MFytITctnk81Ag6TNlIt2T1HtcCsFXo+Eg6S1FhBae4BottbOX5jgGvtOWzfY0n/ohRwUInYKwVsFTqsFQJ2aj0OT0po1mXiu03HP1cEYb02ml/yGrhwvQ9OF+GvDcHB8t5wmOa94SwLTRkZGRkZmWn5U4IBOSl1zN2RwvbqVm7RD5eqyIiO5gNfSaQ4a/TM9TYw31tkrreRRQE5Ul7C22aai9NY5iXgqBSwUYrYe8eyo7Se87cHuNJTgLjXwFxLjjpbzykotMxShfCmkE/V+V643UZLbgquayzCyJL4fK63gQW+BuZ763FQaJm7IY41BdX0n6wmNz6W74IyCTW3w60ujjXlsH69gKOnHvutWSR2twM9nGjIYfNWvRQ1USUtoJy9pPu6qAWc18egyKvn7EQ/3GyiLCuRH1bf7X42z8fAAm8Djgodr03uaI7WU5ocweu+AlaeInM3JbGtuJaT14fhRjtnmjL5ZrMJe6W0a/Gq7iCxQ3fvaNpo9MzzEpm9wsinwmEqLUIzfl8or7tpsbY8304hsGRzAv6NbVy6NQh00luSgfdaHTZqETtPkfmr49hX28w5hrg1VESoMZT5KskF09GyIzzP18ACHwPzphsLGoFZmijc0io4xhBca6IqLY4v14rYqETsFAY+EA6SMtLLrWtmug7H880GaVfW3iOIBTuS2NMsCc3uXCki7UxPAVuPIBZsS2RH46TrbDzfrNMxQyEJIFsPA69sTSWiu4MxernalsMOfxOOisnFrtRf832NLPAWmeMVjWdmJScYhvEW2nKT+WG9ATtPSUA43+kvKaqu7Y4DxPdM2dFUSUGDXLxDWJZeRtPoIFyq4mBSFIstotZOpcdl1wFiOzu4TTs9VZm4euuw89Rju+eQdEZzvJrUxEjsLMGwnDV65voE82lgIn6GWH7cZJg+hczUuaeSztgtTa+gySI0s9OisV8ZhMOqMJbn1jFyfRCOFxKkNzF7RSAzvcP4KKGC3iu9cKaIPYYwbDwE5qq1zNaE8IppMlBQEXvEUGa76nDUiNi6iyxck0R4pyQ069IT+c41CJuHBUJRC1ipg1mky6fcIjTrDiSzzC0Im8lFvUqP7ZYMQluqqC7OQL0xhC9DDhBTcBhjWBTvr9ZLuSUf9AyNwOwVRpaGFlBzuhWzxXV2pkLHHI9gfkooouHKMNDP7QuVJOrDeUutY45HELO2JuN3JxjQEbZuC2a+qxYbTx0u09i0D++1aT4GFvhIHwXsPKS5nTgpNGtS+XCNHmuFeI9QFrH3FHH2jiOowSI0u/LRBQjMWCmyaEMykb2dTNDDsaPpeK0J4vnlWuZvimdXo5nRiW7OVKSh2iZipRRx8NAy1+Jeem68h/OVaSg3S/PjV08RAy4bE9hVXktPZzFxsTG8tz2ST3dF8dnOCD7YHMLLPnrmqoQ7u/IPam9nlYC9JpjXhcPkDHYCA9w4W8nB5HiW+upx8ZoqrEWs3YP5IaqIulPNdJal43u4gppz/TBeR156HB+phbt28V18DCy02Gx7hZa566LwLrUIzep0VFukj1POKi1W6mAWC0eotAhNITiMOa46bBUWoVnSyKkpO5pzPAVsvUJ531BA/aVeuN1Kw6FkflktSOPx3veGj17yNPGO5MvkSdfZHDx3mpjlqnssrwMZGRkZGZn/VP6c9CYaAWtlMJ+H5FF6rg/o49qJSnJzMlnjH8VP++JYk55HXEkeRkMYr/qF83N6Oear/dw8X0V2bBQfqHTYasL5ObGE5ou9MFpLXmos72gekK/RS4+9UmT+2hjWFtYxMt7PrctNNBzNZM0eEws9BJzXx+KdlMehihy2B4Vi7xbC0vhiGk80Yi5K4Yd1IrPdTXybWELNpUEYa6T6YBwfqAWsPUNYlnyUxvN9MG6mvyEXf30Yb6p02HqH82P4IdIr8giOieEVDwOv780keaCT6wxy42I9VcXZbBNi+GV3DOq4bMJKi4iLjuHLVUHM2pHOvpZOuN3B8YZsNgREstyYSXh9NXWdDfQNmLl6q4drZ2rILy8gPCaWL9cIuOw/QFhvD1xroassi52xmQiZ6azxD8XxB5EPtIepGOvl+uVKYveE8K+VQcyZ3ClT6XDwDeWj+DI6RvtgoobM+Bje9JCCeDipRZy8TLwuHubQcBfc7uFcfwnR0bF85SvgoDTxsTYdQ3kRiakpuK0W7pxHnNontgqR1/dlEN7Rzg36mLhQT2V5HqbUA+jzSijqa+PSRD9MdHGyrYCkQxms3h/Om27+OG5NZGdzBxPXzPQcjuULPy3PKwSs3QJx2ZLAtsZ2rl9rpz8vjq9WB/EPS2RMZ5WAo28on0YVUXtOOqc53HYEwRjJu2odDl6hfB92gIiqQiIjY/lcqWT9IvUAACAASURBVGPJ3gxC2zu5xQBcbaK29BD+xmiW7Y1mZWQ2kQVHSE6P473VRuZsyCC6s0M6M1yZzdaoDPZnZLJ5TwhvbUxgV2UTF+nlYs8R/AOCWeAp4LQhgW1H6zl9s4+x/iKChRAWKHTM9hCx3nWIA8PdMF5FSnwEViu1WCkEHL1NfBCSS1ZXC8dO1VJ4MJkffAWcNfcKlV9xVOqwUxv5IrXcIjSrOZgShc2KQKy8Q/gsrZKuy/0w3kRNRQ774g5gKCyn5kw3N24PwMVaSspz2GGM4bs1Wp5XBrPE+KvQ3KUL4YUVUroPazcBl1VS1NnrtFGXmsDXywOZo3qwe6uzSsdspYl5QVOEZlYSP6wIYJZCh40iiNkKgdnbszl4so2T9bmEhmUQ29vB1WudXBouQrc/jFc9dNg/6BlqgRm/GPgixCI0j8Tx9iqB5z0kl/PF+zIQO7rgdhfn2g7gtsmIo4cOO49Ant+chG+FJDRvHDvC5i0mnFdosVULWKvut2l5OZmstdi01em5xB09QkhwOG+vEpixMoh/CYeIHxqA22aO1aTw3v/P3n3+R3Gkix7/S+7n3nPuPV6DCEIRAQ7YBq+zd+317tpeh10cAMUJkhAiI3IQmtAzo9GMcs4554RyzhGJjMlBIuh3X/QICxDYXrNm7a0X3xfSzPRUVVdXz9Pd9VSAxCLbo+Pfl1nC0UuPkzKWEFugeWegGO1RHc+tl5cS0nZ2c21mjKmJWvJyM9mfUkBCcwsnb47CzDCXhyrJLUzD/1g4r284hlNgJKpqW6BZl4rnDvn4cFLJF4pW+EfglVNH/41Brg6UER0ew/qQGDw0sXhqY/HSxaEKTUQdHM6Hm+VM2Y+/wGG76+8bxkeWAvJH+4Fx7lxpp6OphIiUNHaEJbLJlEhgVCaawirqJwe5dbOL/rJE/nQomYMN7VxijJsXGinPTcFrlxEnHwOr9yawM7ec3OJMtgabWLQhBMfNkSirZgPNNLx2annOU4+zQoudTygrtbOBZhW6UAsL1mux99LhtiUS95JWTt8a4e5IGdHJaexPyeRoZBwf74hjZ3kzJ6dHuXe1jaaKTPwPmFjpqcdteywBKUXk1eYRpA3nxY3H+G9lBH9OrJeTAY3k47HXyHPfanEUiYAEQRCE/2C/TKCpNuDsrWf5pnDWxRZTMtLLbcZhZpDLZzoYP9XJ+StdTPaXEy1Z+L1Kh9OWaNSZlTSc7ubKd+309DZS09fK2MUeLk/Wkp0az8dbDTgoHv+Dx1UlZ9ZcHZTI/rIGBq+PAoNcPtlCY3cjdUOtDI020l6eyd7YLPaVNjF4dQwY5tpQATt2h7JiZzKHmjq4zCk50dB0B+0t+ezcHcoa/wg80yppODcEDDN9oY3O3kaq+1voO9HMcEsBGkM4L3jqcFaZ+Sg0l8TODi4zDgxz83wnJ052cOZSF+cm6siLieEvm3T8P6WVL2LLab08DAzy3ekOJk62Mt5bgi4+l+DyFm4zBtc7mRisoTA5ji+26FmwOZZNxU18d3cMbg9w5WI7k2156FJzOJBXR+tEL9NMAsNcHG2msSIT5VEzDl4Sy9V6lvkYeWFvJpmTfVwbL+aIJpQlHt8HCS5KiWW+Fj4JLyB3qBcYhetdDA00UtPTRPdYC+NDFcRFx/KhWi9nV314nyj1OPua+VCfTUJPF9eZBOTyTl1qZXC8la6z8uLr098109deRIg1nX3xRZQMdzIxdQI4AZfa6Ogv5XB4BkFRhRQPd3Di1jgwDpfb6RyoJys7FZ8gCUelfKfZMSCS9cll1J4cBEa4d6mDrt5Ganqb6T/RzGB3MXpDJG/5aFmqMvNHXTZxHW2cvStnmLxzUe6rk9/1cHm8lvL0GN7ZZGCxKootpU2cvjsGtwe5eqmdse4idEfMrPaUeGlfCsdqGhi/2MPFk8009jZSN9LBhctdnOopxWgKZ423npd2xrO3so7S0V6uzUwAQ1w+105VSwXxidGsCZAD/cITg8AoFzryCQqUA815M4D6mHhtVzL64/W0XRjmHiflvn2hjYraQo5ownh9fwohTXIwA6PcvdnH5dMtDHQ2MHx9FLDdWc9K56g5lWMNTdRNDnCPCWCAyYlmcnLS2C7FsCG1ktKeds7fOQGMc/dCF10NRUiRkbygknBWPXjX0dFL4rWgOLaV1FM11sc0E7bPddDdUU9lVwNVXcep7GqgcqSHKwxxpj6fiJhssi7Ykn5drSb0mJXXPB4NNF1tjzmvDcngcOlxOk71c4dxuNJGc28FRlMkH6g0PKeIxCOrhqELzVTERvKWr54F3pEokorJHu5i+Pq4LclYP+NDjZTnpPDtPiN27rr7Y1rxnDHtyv0xrZOTA+VESlZe94tCkV5G5WQ/F++dlPvwzQ5ausvR6yN4z1fPMpUceDsEWHnbUkRGWyunpsaAU3C7n9PjtWQWpuO1JYyPTUUUnRySt3N3mOlrXZw60UR9TwdX740Dg9ycrCA8No1NxnxyB1oZvD4m1+N6JwNDDeQVZ7H1oHzxZ0VgHNqubq4zzr3rvZw52cHE6U4mHzI6epzivDQ8dhjl9n3sHTtJnu/uG8Yfg1MJLq2l5Vw/MzMjcKuPKxe7uXChm4tXB7h7dwRu93F2sILE8HBeUxt55VAaoU1tnL87Cnd6OT3WRG1PI82jLYyMHacyO5G/747gQ3MBOf2tDM3W7UYXA0OVmKOSUO5LIri+geoT/dy29dfTJ1soLM5m+wEJJ7WZt0zFVJ8dAka4ea2XSxM1FKbG8J7KyOrdiRysaGT4prwczcXJZhq6G6kfbmVkrIH2inR8dln5RJ+Ftb2N9nNypnHu9dI/0kx5TS479RacvH96tmhBEARB+C34xQJNN195fo2TbxifSukcyCkmsqKc+OpKkmrKiS3MZa85mr9uMbJSJWHvqcNtczh/t+agKyknpa6K9LoK4ovyOGSO5A+b9CyZL0HLQ1yVEk7eEqt3x+ITm4eppJz4mirS6qtIqyklLDUVz6BQ3jmURGBOOclVFUSWlmDNz0C508wrQYn4pxcTU1qKtbiMyIpyEsqy8Q8y86K7BtctEayzZqMpKCW2qtJWznJi8rIIDLbypq+Eo9qAk1LPMoWJPxxNYmdGEdaycuKqK0msqSC+tIBjUfH8fUcoL6rkuxkvbYtifWw+5rJy4msqSCjKZZ/eymubwnhLm4musBBdSgY7wuL5ek8Ya3wllviYeONAEruyS4isKCeutICjYdF8pkshMLuclJoKoktKCC8pI66mitSCdDwPmuXH9NQGXBQGVvqH8010NvussXy8TXowi6ZKno9k7xvGR9o0DueUEFVVSXJdFel1lSQW53HIHMUHgfIFgMftE2cfHc4qE+8dS2VPVjER5WXEVJZizUjFz5TA+vBcTLn5aNMy2WWJ5eN9cXhH5ZNQW0lCeQnhxaVEVlaQUlfAntBUtlhziaurJKG81PZaJSl1lcSmJLF+l2R77FROJOUQEM6XoZloCkqJqbbtr9oKYvOy2aUL541NBhwVBpx99DirTLxzOImtKYWElZYTW1VBUk0liWWFaGMS+GZ3KKts8+nePJzM1oxiIisqiCsrIDgihr8GGlmh0LHI08DqnTH4JhdgqayU+15tGZHZmWw+EsZapZYFHgZe2RHHtrxykmoriCktwVpcRmx1NenVxZiio3nVT8LRN4KAkibOT/cyWp+Jh6/+MT/4JRx9TLy6M5H9JeUkVZUTVSJvM6aqitSSPIKOhvKSysibwanszS4hsryC2MoSDIkp+ByIQZmQh764hPDcbLaERLP+WDIHSitJqbZtq6SchJoq4tJS8NVE83VCMfHVFcSVlxJeVEpUVTXJlfkcMoezyrbcx9wyOnlLvLI7Bv/MMpKry4kuLcFaVEpUZQXJ9VWk181RW0FsWRGHzbGs2xfFt3EFWIqKMCYk8Mk2E24+j44Fs4Hma0dSCcqvIKWmnOgSefuptUUESxG876vDzt3I+0cS2ZOegWKbiRcVEkuVEWyIKSCurorEilKsRSWEl5WTUFtJYnoS/wgyYq/4fkz75DFj2j5zNB9tNuGmjsQ7qYi4mipiS0uwFpcSWVFBSnUhh7ThvOOrl+eyKvU4brLwljEXa2UF8RVlRBSVEF5aQXxtOTFZKXy9ycBytZW/h2ejLy4jqqKC2OI8DoTH89mRZPZmFhFeWowxJZlvD8eyzpBDdF0lSRVlRBSXEFFeQVJdNYlZ6aj2GXBSSLj4hvOlpZDCE31cvzfC7Wu9XLzY84BL10fkQOpcLakWC24qCUflEx5ZVhtYrtSzeKMOt8Bw1lkyOTLbRlUVsspyoosK0aWkEShF88lWIytVehZ7GnnzQAJb0wqwlJWTUCv3g9TKIqSEBP6xw4CjwsKfTLlEPVK3EjSWeDbuSWBvcQXJNba+VVJGfE0VSTkZ+O834Kw04BIQycaYPIylFcRWlmJNS8V7fygrbdMFXgmKQxmfR2jp3PNGCeaUFDz3hLLSy8Qf9ZlIVdWkVMllCC+rIKm2moySLPyPhclr74pAUxAEQfgP9IsFmrNcVRIO3joWu2tYuFHDQneZnbuWxd76+wlA3NS2zJJeWha5P/Q+L/1PfiTJWaFnqacWuznbWuiuYZGnTl7vUaHH3tP2/40a7Dx08uNhSjlJ0cKNmvvuv+Zry1L7UBkXusvveWStOZWEo4+OxR6ah8oh12k2g6abr1x3+wfKq2Wxt3xXyMlHxyLbdyyxJeNxUctzn5wVc9vW1qY+D9bt/vd62OYK+j64f5Z5ft/GbvO1p0rO9vhInX/CvnG1bWOxx4PtutRbh72XFjt3LYs8dCzxlhOqLPN+dN8tdNey1EePvbduntfkRy4dHqrD4/eXliXeD637aWvrJfPsr0W2dp/tq862991vdy+5Ly+ffX2e/mfnoWWJrY+4+RpwVemxf+S7vt+ek9LAqq2x7KtvZmKihrSoCFZ7S499dNzNVt+l82zTzkPHUoUBV7Vcx7nH4yJPHfY+35fXzkN7P7vwfNuabQtHL1v9Nj68jx4TjMweP56aeT43j40aFnvL5Vhm6892nt+382P7mkLPUs8Ht7PQ3db2agPLVQZe8DfySoCJFSr57+VqCQfvh/rJxjnfOadfPXFMu98P5IRWdo9sTysnmVJ/vz03tYSL7Rh/uE0W2errqpLkeehzj3UvOdP1Yo/ZcurkbK2P2ZadpzyOLVfpcVZKuO1II7Krhf6+SuLjU9gRlcau6DSColLZFZXKtpxqas+OwLUmStMicFNLOPxQoGlzfyz3mG/ffn+sOyhnx//ZY+/h415e61hOSCThPG/dtLZtPabv3/+8XPe546yd7XwwezzNf97Q3j9vuNqO/cXz9VcPHcueNHdYEARBEH7jfvFAc7laTmriarvDMUv+3zyPWj703se972d97/3Xf/j/D7/2Y7b7QBls23vw/T9c99l6L59Tpse32aPbfbh8919/bDs9uY1nyzbfvvnR++Rx+/Zhj2ljlye+9oR98IT+N39df+z++vH783Hle/S75O05K/S4+ln4LKGc4yeaaCxM5ZvN8g/zJ2dcnX+bj/bhR1/7fh/b/v6BbT1pH/3U8j3O3P7sOk89nvQdTyqXq8ow7/9+bL/6MWPaT22fH/ruB7f36LH+8H6bd1sqgzxHc3MUviVNTF5rpS4tnj9tOCZndFbIF4SWuGtZejiX+LEB+K6OFGsYbmrpJ13wm2/McJm7H3/U8fDo++Zt04f6yY8dv3/Svv2BffVj+r4gCIIg/JY9k0BTEISfxslHYmVABKrcMjJy0/Hba2SZj/SDQabw4/1HBgUqeW72S7sySBnrB7ppyU1mnUKDvZeOxV46lnhJLPez8k1mLZ2XejjZlEvANun++pvPvA6CIAiCIPxbEoGmIPwKuKoMuPkaeWW7hTcCTbygluZdq1QQfhoJRx8DKwNj2V3VzOTUCNNn68lLiucfW42s8A9l9d4EdmRX0Xmui1M9xYRowlipkJ6QCEgQBEEQBEEEmoLwKyLPW7P3kdcynHf+rCD8RPKjoUZeC0ogqLiO/ssDTF/vZXKyne7xdnon2xkda6ChIotdxyy8rJbuz6V81mUXBEEQBOHflwg0BUEQ/sO5qiQcvCRW74jiG0sGe9LyCc4qQJOdjyYjm90R8fx9l5GVPnISqWddXkEQBEEQ/v2JQFMQBEFg+ZwMxM9vCOF392lY4D4nQ/IzL6cgCIIgCL8GItAUBEEQBEEQBEEQnioRaAqCIAiCIAiCIAhPlQg0BUEQBEEQBEEQhKdKBJqCIAiCIAiCIAjCUyUCTUEQBEEQBEEQBOGpEoGmIAiCIAiCIAiC8FSJQFMQBEEQBEEQBEF4qkSgKQiCIAiCIAiCIDxVItAUBEEQBEEQBEEQnioRaAqCIAiCIAiCIAhPlQg0BUEQBEEQBEEQhKdKBJqCIAiCIAiCIAjCUyUCTUEQBEEQBEEQBOGpEoGmIAiCIAiCIAiC8FSJQFMQBEEQBEEQBEF4qkSgKQiCIAiCIAiCIDxVItAUBEEQBEEQBEEQnioRaAqCIAiCIAiCIAhPlQg0BUEQBEEQBEEQhKdKBJqCIAiCIAiCIAjCUyUCTUEQBEEQBEEQBOGpEoGmIAiCIAiCIAiC8FSJQFMQBEEQBEEQBEF4qkSgKQiCIAiCIAiCIDxVItAUBEEQBEEQBEEQnioRaApPjescz7os/6q6Pety/BaItnzysfJbPo5+6bb8dyjXsy6HIAiCIDwrItAUfjZXpZ5lXloWuWtYsCGEBR46limffbl+dr1UEg7eOhZ7aFi4MYTn3XXY+0gs9332Zfu1cVVJOHrrWOKhldtyo5alPtIzL9cvzUWpx372WNmoYYGHHieVATe1hJOPjiWeWuw2yq8t8pZwVhlw+zco978fCWeFnqVz2svO69+hvSQcfR7s54u9//P6uSAIgiAsVz/jQNPJR4+9jx5H1bNvCOGf46w28sKWcD7TJLEpOosDGXkciIjny50GnFW/3iv6LkoDqwLC+PBIPD4RGexJySM4IYmvD5hxVki/2no9q7ZcuSmMDw7H4RWezu7kPIKTUvA4HIar8sG2dFZIOCklXP4Nyv00uKokHBVyAOSiMvLajgi+kJLZHJfDodQcDkbE8O4WI8uUoby1NwaPsDR2JuVyOCWTzccsrN0k4fgbuGjztDn7hvJ6UDTrTalsT8zhUFoW27RW3gx4du3lojKwws/M+wfjcLeksSs5j+DkNFTHLKxQya8/63YTBEEQhF/SUws0XZTy1eXF3nqc5/y91EfCWf3QVWaV7JVtFt7dZuY1v9/OD8v/KEo9y/zCeEufTXprExOXBoEJZkZLMWoMONh+YD/zcv5kEsu8jbyxLwmpto7uM/3cYQKu1REbF4mDp178aPwJbengbeS1XQkcq6ql/WQvt+5NwFQjeWkxuHjb2lJlwEWhZ4W/kZd8Dbj5/LrHBDdfA85KCWeFxKsBEi4KiSVeYayz5pLV28qpq6PAMIzk4bHPxPP+MWzKLKd9oourd8fhXh/9+bF8vEXPov/AO79PpNSzbGs03smlNI52cGl6DBjgRFki63bosXsm7SXh6GPk5a1x7C+uommimxt3J+BOK3UFcayyXUB55m33W6WScPTSYueuwc5Dh4NCfsrGzl2Dnedv4wkbQRCEX6OnEmi6KiVc/cN4e28kf94TxssqieX+Ybx7IJIPd5h5Rf3gj0ZnpQFn33AUKYUk5qWz+YARR8Wv9+7XfypXhQ6HTRbeMWQRU11J3Ykers6Mc3uwBO2xX3ugGcrb+5PRVFaS193BhalRuFxDeFSECDR/Yls6+JhYszuBwyXlZHW0cerGGNw4TnpKtBxoKg24qo2s2hqJR3QG+6IS+HqHCbdf8R1xV5XE8k1W/qJN4VhyMl4HLaxUWPl7WDaRjfUcH+tn5t4gtwZy2bDXxMItcfimFFLS3UT/lVG42U1nTgx/2aJnsQg0H2xbpR6HnbF4JxRQ1NlA98URmO5lqCiBL7c/q8BcwlFh4uVt8ezJLyW9vZXxq6Mw3UJ5TqwINP+VVBJu/qGs3R3Fx4ej+XiflTWbw3hrdySfHInhL3st/H6Tre8867IKgiD8h/nZgaarSsJJGcqH5gJyeuqpLkziE78w/mQuoHCwlpyEeD5V67CfvaKo0uOkMuK2L5vk4T7u3GwkJzmaV213Nv5jTgQqeY6Ro0LC6VcdtBhZrjbw8hYr3+bW03tzDIZK0IT8mgNNuR+uUBtw22xlrbGU2vNDcL2WiN9aoKmScFLocfT51+4rN7WBFQFhvBxSSN7EAEw3kJ4sB5pOPnpc/EJ5P6aC+vMj3JtqoiAtlt/fD0L/DdrpJ5Gw9zDw9pEMEk8McOd2L5NVKXyzy8BSHwmnbXG45zRx5c4AU4N5bNwXyhIvieUqibe0GYQODHD3RhfdObEi0HwcXyPLVRJvHE0huKuPqVu9jBT/soGmq1LCyUd//9Ho5Wq5n68KCGXF4RwShvrhXivl2SLQ/Fdy9taxancCO6vaOH+jj0sT5RwMzcJS1cz5W0Oc7SvFGBLKSpUkpukIgiD8wn5WoOmqknBRGXjxaDZxvS1M9hVx+LCV9w5nEtvbynBrHkFHzazwlh+fXa424Oyjx9U/jL+l1tJ9ZRzoZ6g+C+UmPS6qX29g8p/M2VvLMqWJT9Jq6brx2wg0l6vlO7aLfEy4Hiui4uxvNND8pdpSqWOJt4Gl+/NIH58n0PQN5f3oShovjcG9ZkrSY3njV3vxyRZoHs0k+eQwMMDZ6lTW75JYsDGE/6eK5PP0Bi7NDTQ9dCx1D2HlgRQ0vSLQ/EEqCXv3ENyCEtjb/mwCzXkp9Szz1rNgVyYR/SLQ/CU4+eh5eVc8eypbucQY3G0iJT6XmPImvuMUXGmkLDGcF3wllinEPhAEQfgl/YxAU8JZYcDVN5JNpc2c/a6RwpRIXvCPwrPwOCcuNpIXGsm73joWK7//jIO3gZVbE9F3dnF1ZgIYZ3qskigpFBfVP5/I4eFU8q7qJ6e9/zEp8Z/0+o/97CPlUEk4+0i8djSNQzWN1DaVYDSG8YqfhMNPqPvj6vtjyvJjy/xjy+Gs0OPiZ+aLzDq6n2Gg+WPb4Me85qq2ZdNVm3lBW0zVuQcDzdlER/9MP/gp5f+5Szc8qR86qk2sOpCJsa6e2rYCdksWnLwlXFVPLtNPOQ7uv0elx0FlwvlwPlknHgw0nZUSrmojL+6I4nN9Et6mWD4JMrNKNX/SpX+2P//Ydnzc+39oW3P/76I08EKglT9rEvE0JfLNAQtrNhlwVuhY6B/NusxGLs8NND31OHppWX0kDX3fPxdo/tQx8Kf005/y+s/dXz+2bzl6aXlpfxIHOx4MNO18pKdW73k/o5Rw9TXxR2sBsW1N1JZnEXjAgJNKwkUpj3n2e7OIHng00Hya++RnHf8/47t+zv7/Z8r7g59RSTgrQvmLIZecyX5unq/CpI/ifU0+KScHuHemhkSDmVXqn3aOFQRBEH6+fz7QVOlxVBpxC8oifbQfpjqozUvCx5yFdWSA6VvtNOek4LHVyEqFPEfTVanDQW3mTVMJxy/0cuFyP5evjsKtNhqLEnhfKSfN+DEnF7e56e3dNSzYoMHOS4+TUsLR25ZafkMIz2/QsMDdlgzA14Czj47F7hrba7b087MJi3zlk9YyL/k9C2xLWixTSLj5GmxBorwEwcKNGp7foGGRtx6nOctduCr12HtqWbhhzvfb0u8v9NTjpJBw8tbzprmIvIsnYbqNhqRwXveXWKp4cp2dFQ8ujSBvT89ST3lZkefdddjf34a8nMTskiOzZVnoocPe1sZuNs4KHUseeF8Iz2/UsMhL/5jHeuWlGGa3/dw3wfzOXeLD5Bo6rv+ygebsEiSLPDQs3KhhwUYtS5USLr7f95ElHvISCM9vkJdAcFIZWPFw/9ko9x8HHz1LPeT+sWCjhoVKM6u0xVSfG4IbtVisFn63Lpjn1n/fTgs9dTg89Iin3I/m9sO57W+43/7z7VNnWx+2e6gPL52z336oXVyUeuw9Htz3CzbajhNPPY5KPfbqUF7UldF4ZQxmGkiMtyU6Uj64dMTzs8fW7HerHl3Oxn6evuuskNtywYYQnl8fzP9dr+O5oBxSxvrh9veB5uzdYWdvDc99fZT/te4Yv/PQ4+r78PZ0LPF4sJ8ucNeyxJY4yO0JbX//GPTQsWyeu6RuvrYEZg8fB+46lnjrcfB86P8b5H3lqDLgotDN2VchLPDU46Ay4KrQYfdtMP97XTD/tVHuIytUTzfQnLf/qObvP/bz9J/ZtrJ7qJ/a2eq2XCXhNE8/tvOSk765+uhYtPHB/r3M9rnZ8eeR/q98cv93Uuixn3dMe9AjgWZRHH/xP8b/+vrYnHo/2j/ujxtes/37wXr/UDDiotDj6hvKFzkNjMycglMVWHUGHJWSnADqoUCzIjuWld46FrmHPHA82tn6ybxj2jz7ZOGPKNtyWz1dlXOOvYfOQ3a2JzLcfOW6LPV4dOy38/o+G7yb+qFleTaE2Moinw8XzW1DdzkBoOvs8fRQGR53TpldIuuBfmYrxw9OLVHpWOQVyh9NhVSd7mSgPIV1m02sDSul7GQrg7XpfBMgsVxpuP9klSAIgvDL+PmB5t5sMk8MAidhpJy8nFyiR0eBE3C+HEljZbWH/CPVyUvHyi0x+FW1cO5qM4XFFRS2dXKXYc71FBG0w8BK5Y+bR+Hsa+K1nZF8JaUQGJfNwdRstmstrAkI5c2jqezLLsJUUIQuK4f9ETH8OdDA0vV6XtwZg09CHvqCYgy5+QQnpuKx18wrKj32SgMvBlr5RJOEX3Qme1NyORKbwGdBoTh663H1D+XNA3F4W9LZlZTLkYwM/I9G8LZCj4tavmLt6GfhU2MGB3OKCCspwVJQgCYjh70JWeyzRPNugJ7nAtrDVQAAIABJREFU1gWz4lgOcROjcLGBwnATrh7H+N/faOVgYp51Gl1VRtbsjOBLfTKb47I5lJzJztBI1myP5MvQDA5l5HM0Non1e0NxVuhx8Dbw+r54lPF56ApLsBSXEJqXyz5rHJ8GytkwHVUGHLwNvLw9io2R2RzOLsJcVIKlsBBdWjrqIxZ+r35o+RmVniU+Rl7bE4cqLhdNfjHmwiIsxcUkdLZzZnqU2wMlaH6BZECuKgMrA638OTgRv6hM9qTkcDAphW93hPKyQs8ydShv7I3B05rOzqQcDqVmsU0bzlsBEvYqE2t3RfG1Qe4/B1Kz2Bpi5Q97ovi7JZsjGXnsj4znbzssrNYWUX52CK7UkV2UhSohH31eEfrcAkLSMtlujOS9TQacvOSAwEkh4aw285EmhW0pBUgFJViLizHl5hBkieXTLQb5h/jsche6JAJiszmYkkWQOZJXfEP5/cEktmUUYiooRsrJZV9kPF9sNeKmknD6gXZx8tazIsDKZ+ZMDucVYykuwVpYQHByDgdTM9lmjuED7xCe26hn0YECik4NwrVqTGFm/s+XwfzOQ+LloBg2mtPYnpDDkYwsAnWRvKeQ51evDAznc30yAbFZHEzP40BkAut2yfvDRS3XzcFTz6otEfwjLJOD2UWEFhYRWliCVH6c7ovDcjKg5GhcffQ4KeQLO4tUobx3MA6FLppPg0JZPnvXWCXh6C3x0vYovo3I5mheMWHFJZgLCgiOT2L9biOrFHrsVfKj+ct9zXyoSyMoqwhzcQnW4kI0abkcTM5kd3QCnwUYWfXAEioSTj5GXtkegzq1EG1OAcEZeRzJLkJKTMFfiuGziFykvEK0WfkcSc8nJK+AI1HxfLo5lLUHU9iXU4A2q4CQ3EJCouL4ZFMIz3tIrNkTzdf6OL7ZF8ZafwNOT/GOpqut/3ypTyYgNptDKVnsCo1ktW8obx5KYvts/8nOZW9EPJ9tMdzvP262fuKiNvNBSArb0woxFZVgKSrGkJVJoDact1ValvmH8QdTFsFZBWiy8jiSUYg2L5cD1ije8gtl9eFU9mYUoM0q5FhuAUfjEvl7gB5nHyO/P5CAb2Iekm38MeXmsicshr9uli+4OfyIMS3YNqYtn+fiwP1As72Xmzd7Ga7MQZuaxb6cItu+ymFfZAJf7zLKgYxSDq6cvPW4qMz88Vgy29IK5tQ7i636CN7z1bHsMUvsuKklnDxDWOiu5/3EalqujcFgEUcPhPDf34bw3AYtS5UG7PfNBpotFKZFs0Jl4ZPQTI7kFWHKL0KbkUmgNpL3/ORz42zdXBV6nHzNvHckme2phRiLSrAUFWHMymaHPoK3/SWWPmFdTje1vJyOS0A4/7BkEZxXLJ+H8gsITsthf3wGu0IjWbtJPh+v2hrJP8wZHMgqxFgsf5c+PZMtmnDe9JcfNXVRG3lpWzifa+Rxdn96LnvNUfwh0MjL+xLZklaAqbAYKSefo3EJ/H2XEcf1Wlw3R/B1RA7H8osx5hWiScvA76iVN+aeU1QSLgo9zv4WPtKkEpRRSKitHFJ6BoEhFtb4SvL6xfPWWcLBy8AbwZlEdLQy3l3EwWAr74dkE9/bzHhXIYeCQ1nuI4npDoIgCM/Az3t0VmlguX8UfpnlFPQ0UVacSZAhDs+0Sgo66qmoykS5z8wqLwkXtZ4lXiZeP5xNzmQvV0aL2H4wFt+0Ok7cPcnd7xoojrbymq/02CvY9yn12AdG8XVsEdUDbZy9MQIMcao2k4NJ2Vham5k808XkuX6mZkbhUj2ZUdF8si+B7SV1DJzt4sKFHs5NjcKdbgaq0/HZbcBuo5F3DiVjrK2j83QfdzkBl6rQhVlZtF6Ly9YIvk4opbqvnYu3x4BeunNT+NZTi72PHhd/C38NL6R4pJPzZzvoHWqhfbyDU9eGuTfVz/XuLL4NieFPwckcLK2j6eIoXO+kpy6PAwkZBEYk8MVuMy/4PHhX11VpwElpZUNMPnm9bZy5NgL3+rk+UMS+/CpqzozIgf6pSiK0JhwVRl4/nI6xoZmTl7o5d6qNtpFOxi/3M3WhkbLMRL7YYsDFS8/y7XFszq+n//owTPXQP9ZG+8lert/q5VRnPgeCzayw3QlxUUksU5j4/dE0pOPNnLrSx7ULHfQNt9A+2s7klSFmGON6X/G/PtBUGXBWGHj9cDJHSmronexlijGYbiQtxMrb7lqeU0fwVUQBZcPtnLs1BgxysiKJr7dr+b/+UWyIL6J2sI1zN0aAQU7V5RFTXkXT1QngBHdGizmw38JrIYUUnxmEi8epbasia7iHK1f7uTk9CowwdaqG5JgYPvSXsPfW4+xn4U+mfLKHe7l9b5DvzrXTPNLJxNUBps8dpyg5hg82yctdfB2ZR3aPbbmLmUGm+vLZFJWDsa6BsdOdnDzXz+V7o3C1iar0OP6y2YijzxPu+qv0OPqFsy62hKrxLi6cbadrtJW2iU5OXRwCehhqyCUwMJyvwjLZVnic3stDcKuV6pp8NkeksSU2gwMZJZR1tnDq+ggwwEhlBj5eGpYoTLy0NwVzbR295weASZisJMpglO/EKiWcvCVe3BFHYG417ed6uXm1m/GxFtqHWxk818+Nu+NwpZ605CgcPSRWbY7kK0sGQdllZLU3M95XSnhUBK4+8p1VF6WBF3clsKOolr5zPVw8307XcBv95/qYutZOT3UmvntMrPDSYq8O4wNDLul97Zw710H/WAtN4x2Mnx8EBrgyXsq+rSZe8tbjOGcsc/AysGZXErqmVk7dOSHX63Y/ky35BMcm4JFdy/GxXm4yAYwxfbGN2txUNmw183ttPumDXVxnHG520VGdx5HIZLYlFxDbWE/rSAMVabF8sVViidfTCTRdVfKYsD4qn9w+25gwM8CN3jz8InMw1zcwdqaTyfP9XJkZg8uNlKfE8qfNBjkQUehx9rXwN2shOQMdXLzUxfh4K23j3Xx3o4/LoxVYQ8N5O9DCZ0kVlJ8a5C6TwCjXvztOVno8H/qZedVQQEJfD9c5Abe66ChOR73NxLvBmYQ1t3DmUjdnT8rjz+TVfm6dO05Bahwfbzbg6GPh2+j5x7Tq2THtdCVRhrD7j6TObYPvA80ert/oY7iujJreJkav9HP15jAwBtdbaStLw3O3ieUKPY4KHc6+Fj4Oyyezv4PvLnVx4kQrbeNdXLjRx9XxKmLCo3jXT8L14URUKglnv1Be3hOLd0QmhuZWTkyNwdkGSgqz2BqbRoApmvc3GXHYnUnkQD9MN1NRmIFHTAmlg22cOt3JyctD3GGYK8OlGHVhrLLdCXVVSyxTW/iLOY+MvnYuXOpmfKyVjvFOzt3o5+p4JbGRUbztJ8l3zOc5/l0UepZvjuCrhDLqJro4d7qD7qEWOic6OXNjFG71cKYhhQ+2GFisjsA7rYqmC0Nwu49Tw610TnRz+VYfF4dK0erDedVbyxJ/Cx+Ycslpb+LExUFgnBs9RZgT0jhS28Dw6U4mz/Ry9c4YTLVRn5XAV0HReKVV0DTZyYUL3Zy+bpur3FXAviNmXBUGW44HCUf/cP4RU0zxSCcXL3YxMtpK52Q3l272cqG/FIMpnDVqad67v8vVEvZeofzZkE14dQkGo4XVfibeDSsgtrIAvTmCNV76X/WazoIgCL9mT2d5E9sJw0Ul/wB64O/Z9yl0LPWP4LPkOsauddFflMin/jpeMRaSfXoM7vYy0ZjOF1uMOHs/eQ09V6WeZdti+Ca2gPy247SfH+TOnSFODzYwNNpAe2cJmtBo1oWkY+7o4trtYW4M1VA30EjbiSbqC9II1MTjn11L37VhuHWc5MgoVn9r4I398ezOLiKusZXzUyPwXSXHQq0s3qDFdYuVvxizCCusouPCINBNa1YyX3lqsPMwsGZvOvEjvdy6WE98eCSvuGtw3Z7A/up2rt/u5UR1En8LzeRITSMnLg1w9fYo3BnixuVuxs92MjJShkaKYI2Hbs4jPhIuSgPOqgi8YvOIa26kdbKfe3eGuH2+hd5TbXSMdXLqfAvNFRl4BOp5ISiJo62dXLnZxWhTDpv3GXFTWfg8poy6C4PcvtJIUXQUbyv0vBtZQvmFcZjuoL8qmT8EmFgRlEFcfx/QSXNhMp9463FWSDgpjbxyKIOIri5uTfdxsquIYGM4byoMrNwcy4GGNs7fO8HtgeJ/+aOzrrZA883DCQTEF5DR0MTk3RHuXD9OUrCVtzy0LFBb+asmBVNlFTWnh7g33c9oaSLrtmn5n8BoNsYVUNh+nE5b/7kw2crEWDMDZ3o4caqJ+sJEPg0w8+KxIsrPDsKVOtJzUvlWSmZ3ZBrBWWWUT/Rxa2aMmZOVhFvCWbFew0tBCRxq6+HG7RFuT5ZwUGtmsU8k3lkNnL03xK3JUvbsMePmbuGbqFximo7TNNHPvduDTJ1q4Ph4C62d5cSGx/LV0WSO1rdxjSFunynn0EELL3vODZLmsN3Re1WXS/yJPm6fqSFeY+ZFpR7nnYnoWrrgXicNBWms359BbFcr/RcHuHF7BO4OcvlSDyNnOugZrCUjK4+InHLqTvUzQx99pel4eWmwVxp5YWccO1PzSOnu4NydcWbGyrHojTgr9TgoJNy2xLClpJHRW4PcOF1LWkI8XwRKuPmH8WlyDW2XRuHmcdKSIlm6wcCaoDQiutro/26Qa3fG4XoDWanRuHrrcfCWcA2IQl3UyOiNfi4PlaLRWXhVaeIdbQ5Jgz1M3emiqzCZdb4hOO5N4VBHNzevNlMRHcW7ah12/tFsLWnmyt1+zndm8c0mI8vnJCibPc6cvCVWbY5ia207Z++Ow3gpOsmMg5eOpd4mVu/LJufkANBHT2EqG/x02Ct02KvCeF1bSO2ZVtoLkvgyKA7v3DqGL/RxYWoM7sj97usdehZ5ap9CoCmPrU7KCDxj8ohtbqD1ZD8ztv5TN9ZCa3sZ0dYY1h1N4VhDOzcZYupkKfv3hfGSpw47bxPvG/PJnuzn9pUmKrMT+SLQyIrNMWwubmBieogro+VIh4ysVJt42VhCxZlhmGmnLi+RPyp0uCj0OKpNvBpWSu3pFnpK0/jMU8dL+1OROru5drOT/ros1EFGlqusfJVYQfOlQaa/qyfTGsEbvla+isqdd0xrnx3TKjNQ7TDcfyR1bjt8/+isfEdzpCyDw5EJ+IWnsicxn4TWNi7cGYXpDlqzE/giUOJ37gbelfJIP9HH9NVmavKSWLfFiFtANP4FxxmbGuLaeCXmY2Zefii4cVXoWLbJyjvWYor62zl5dYipu6MwNcDF77oZOdNKV3M2iu2hOO3IILy/D251c3K8gZqRZhorc9gXEsXXYQVkjw0wQze91Wl8rpLkpFhKI6+G5JE20svdG23U5SaxLtDIysBo1Hn1DN0Y5t6JckyGMFznvUMnsdTDyPuaXArO9HPzVCU6jZVVHjpWBqUS2t7DvdtddOdF8XqAgSVH88ka64d7fQwfz0KplHhlZxLari6uM8B4RTqKAA0L/K18aM4lpb6GhpN93Lw7zMUTLYwMNdAzWEVUbBxfH05kX2UzJ6dGuTfRQGtPHccnWumoyeGQFItnXCmVZ4YAeYrNh15yEjBntZl3QospO93P7ctNFKXE8Rc/Ay/uiGdXRTOnpga5OVDA/uBQHL1+eFqNi2rOHHPVQ38LgiAIv7inEmi6KCUc76d5l3BR6nG0Ld0xezJ09NSx+kAKms5OLp2tJjokjFc3BPNfWxLZVtXOHUa4eaoS4yEzryr08jyfJ3ynq6/8GOHvDySyt6mba3dGuXe7l9G6bLYfDMXFR8sSXyvvR1fRd20EZkaZulBPTko8n/jpcPA08MquNJLG+rlLNw2piXzursVJJeEcEM47lgo6Lg/BRTnQXGqbM+asMLF2RwpR/d1M0UNbVjJfeYSwwMPMO8FFNF0dgnPl7NdbcNgYwu/Wm/kotISqiSbKUqL5YKsRF99QPo4sJuf0KFxuoSYthj/vtvDqVjOv+MuPTzk+QMJZZWSVvwGnnUkElDRzg3Fmprror0rHc38knx+M5LO9Juz9Ivg0qYaR6/1c7c3F/4CJxRs02G04hl1gNBuKW7gy3c/1jizW7w7lXVMuyR2NNFXnckQXxnJvHXZeUeyrbeMag4zXZaNW6HDwklgeGMuhhnbOz4xwvaeII0dMuCj1LPPU4qAK5cusOnoeWt7EUSknyHBRPV3OtrsAy30NOHmH8XloEcdvDjN17ThJx8J521OHvdqIq0LPmoPJHOro5eatPsbvL+ouP0b4xqEk9rf0cPPuKPem22jIS2bjgQg+PBDF1zsMOKvlOZqzyYAioyNw8pJwU0m4bQrjXVMJVWeHgH4GKzPwVGp4aXcsuyvrON5WSVZyHJ9s1fFf6wz82VRM09QIt6/WE3PYyhueelx8DTjtSEBV0MQVxpm528fZ7nz2HLOw2kfHIvdQPjYV03xrmDs3G0i8X7d5jgmVhIOXkc/jymmeGuH6WBkh24284KFhgaeRz5OraRmsJTslmheUBlZtjeCdsDJqzw3CjXoSk+NYs9nM69vMvOwXyurABKS2Tm7QT39pOp7eOpxtbb9qk5kv0mpouzYG4+WE6Y04eutw9Avjbyk1tF8eYeZyPanx0axR6HH21rLEx4jzkXyy5yxv4uylZ7nKyMtbrayVisifHITbjWSnROPqqcVeZeY1QxHlZwa4d7YSY2gYjhs1LN4Ygp3KzNux1XRdGWbmVCkHg0N5/VgO2eeHuH25nsRgC294aPif9XreCyuioL+JpuIE3txkmPeusItCh4PSxNqwMqrPDsPdFkrT43nPQ8MiDwMrd2WQcaKfe4xxq7eQw8Em7Ny1OAdGsiGvgfGJSqLMEbzkrsfZ18h7x1IJ6exjaqqfyfKkpxhozjLygr8Bpx2JbCpu5trMODN3ejndmceu4DBe9pb7z6fmEtqnR7h9rZ64I1becNfwu+1J7KptZ3qqg66yRD7YpGfRBg2L3DXY789A390H0+20FcSy1lfCTpWArqWDmzMjnOvIJ2iXnF3VyTccv7ImToxVEWMJw847gi/T6zl5s48LHVl47TGyeL1t/Nkah7KinVvTfVxsyeCr3SYcfCQcnzCmfX4gjBWPORfMlwzoHzv0LFUYcPUxsPZQKiGdvdyeGWHmdCmHg80s841jS3UbN6c66atM4qMAPYs3aFi0UcPSvWkEd/TCdCfdJQm8G2h45JFNV7URNz8Ta3ZE4J5XT8+NMRivIDzMytrtYazdYmKV2oD9niyientgZoI7V1poKElm3VYTbt567H2i2FnazEWGOddZwHY/Pa5eEg5+seypaeXi3W66y9NYp9TK86zd9TgEpBDW1SNf3CxK4TMfeS71gxdk9SzysPI3SyXDd4aYGi1EfSAU+w0hPLfeyjeJlTRPHCcrwsJr/gaWBecQ3lhHb1sh2tAI1rqH4OBnZUNxM5PTo0x15rLzgMQihXxh79WdkfiUNDN2fYyZO4Oc7y5B0ll4UaVjmdLEC9oiSk4NwMwJ7lxt4XhJGhu3GHDzkXD2iyOkqYObDDJSk4XCR8syLwMrtiah7+jk+u126rIS+auXhiUeITy/0cDKnZmkjfXDTBvlqfF86Kl77J1JV5Uk5z+Y87i9k0J+6krcyRQEQXh2nkqg+YNUehZ5mPnYUkrLpV7OtGWyYZeRZZ46FnpaWBdXQc/tE3CjndaMGP6wWfrhTIsqiWXuIbhsjyHweBdXp4e5PVrMEV0Ybp467L212KktrDWX03V1CG63UZKeyKe+ehy9dSz2MPDilmSiBnuZppvmtET+4aFlmY+WBQozqw1ltF56KNBUS9h7SKwISMTc+3CgGcrbh/OpuTQEd3sZbC8mxBDB+yoJV/8w3t4bzjtbjKxS6li8UcNqbS6Jk6NwsZHiKDMvKrT8zl2P42xmQpVkY7tLrJZw9tbw336xeOa3MM0Q18ZKCDpkxs1Di6NCwtFTy8p9yRzu6GX6Vhc9uXH8dbMcVC1X6rDzi+CjxDpO3xmG7yo4EmLlZaWJ3++y8s7WUF72lefCOfpEs6+mhcsMMl6fjZ+3BntlKC/riqg5PwS0U5kWz4ee8pxSJ4UeV79QPst4aHkTH1ug+ZSDzAco9Sz41sgH2gJqbjwYaC5TG3Dw0OC2O4Gg1gcDzUVeepa5h+C6M47tjd3cmB7kancumw8ZWeqhw1EhsUKhY+lDWWfDI8NZ6q7DwUfHEi8Jl00JGNs7ucYEdwZLkIINOPsaeWWHlXd3hvF6gBE3lZ6F60381VjE8VvDTF09TvxhK295alnipeH/+kbzTXYT1xlm+mw1FkM4a320LPGRP/ehtoCa68NM32wk9Vg47z4h0HT0MvC3mFKqL48xc6uLgfo8QiQra/wkXAIsvLfbyttbjTj7aFnoZcDpSCElpwfheg2WcAsLvtGw2FPLYg89jqpYgps7uP5QoOnoo8NBYeCjxCqar84GmgaWekqs3JqIqbebWwxzrjGbzTt0LPaScFbqcVSZcDqYR8ZDy5s4++hY4qXHbm8OyaMDcLuRrJRonDZqcQ2MxLu0hdPTg1xqysJ3lx47bwOuKnkO7ipdCdXnh+FuA0kRUXx8OIOkyWFm7vRzurOUyPBo/hAg4eRn5q3d4by/3WRL+jXfuCLhpDDgujkJU3snNxjhXFs+u7ZrWepn4d2oSjovDgETcLOR4vRY1nyr57W9aUQOdDHZloP/QROLPfQs3XgM5x2x7Gjq5satPib+JYGmbUzwjcE9v5mbDHPrdBUmnZU1PnISo4XrTfxZKrx/ESbxiIXfb9DyamgROWeH4UI96WFhvKiSWKaUcFPqWLA1iR21XUA/5zqz+XqzEUd3E1+kVdN2bQIuHScv3oqTjxHXnWkkj3ZwojWHwJ06nPeloevt587NDlrSo/njJj2LfAy4KXUs9I+Sl3WZGYazpew5EobLN8f4P/OMaStsY5qr2vDYZDDzBZqfb9XxvKceR08Ndr4RfJxUz4nbozDTQq41hm9Dckg8NQwXj5MbbuFllYS9rd7PByayubIDGOBiTw7u20y42pIezf1eZ28t9j4GPkquoe36GAwXE3JEx0IPLYtsicHs92YR3dcH9DPclIPvDgPLvfXY++hZ6hFOQH4DZxnmXFchu311uPgYcT6SJ1+EuXGc5NgIXG2JnZwVBpyUMRyqb+M6I5xvzWfXFvn88OBdXj2LPSx8ElpG1/QoM1MdtB3PY/8xK28oJNw2W3hvbzhvbTayQm3ANSCMN3ZaeX9HKK/4GXDy0uIaYGV9YTMnbo0w1ZXLrkPyudjBU4OjXxhf5TcycmMMztcQHx3Jqz567L112CuNOB3OJ3diAOihoyoT9y0GlvvoWGo7pxyoa+MKg4zVZuHrpWGpyswrUgn13w3CxUoMJgsO7jpc1BKO3gZWbEokrKebaYYYr8pE5a/DUWl44tNOgiAIwr+XXyTQdFXoWLolDt/iFq7dHeLWmUYqWmrIaqgmp7aa6oF2zt6dgJkBrvblog4KxdVD94MnFCcvLS/sjmNHUzdXpwY4X5vCtzt1PO8psVypY4mvlTctlfRcHYKLFRzRhbF0gw4ntcQyLyOrt6cQM9TLNF00pibypYcWB4WOJWoLa0PLaZsn0HTwMvDSliSsfXMCTU8NS7wlVm2LZXNJI5O3x2FmiMtnWmlrKyc8Lo5P/L7P+OrsrecNYz6pJ0fhUhNlcVbW+unlxdyDEvDPKKWwqZqc49XkNVSSVZXD9v0W1npq+J+AeJTFrdyd6eNCRwafbDGy1FOHk0piyUaJP2izyTg1wr27Q1w910bvSAstw620D7fQPNxO34VhYBxu1BAmhfPSNyE8vzGE//k2hP9x12HvH8E6Qw7Zg93cZoCR2mxUniE4bQrn48wGxm+M2oKSCJw36uS5mwo9rg8sb1JMcLCJVVvC+Vofj8qYgMoQ/9T5mmJZF2Rm5UYTH0mF1F5/NNB08tLy4t5E9rU9FGh6y9k0X9yTQFBLDzem+jlVkciX2+T+I6fMf/zyJi4qCScfieXqCLZWtjB5dxLOVpMQZcHBR89idw2/Wx/Cc+tD/j977/kXVZb1ff8Nz9snXNc998zc3SqKSBJT262do53s1rbDdJRMBaKomHOAqjpFRXLOqAgikhEk55yMRLNIkO/z4hSKinbPjD3pOi++Hz9+qFO1915rr3N+e+2zNi956XhjdwLHcs/TN9XF/RtlRB828Y67GhuZmvn+MbiermJsuo1bLSf5OUgUu/ZKgUUuetZrxL6N360g6XgY7z9DaIpzTcOyHQnsLqhmmH540M7o1WoqqvMwRkSyzlvFyy5q7OWiUFsZkkv+tY6H2dpHfdPi5BNLSPXTQtNOpsFBqWNDUjHVM0JTLWDlpWf14WwKhzqAZmozE/nRI4TFClEY2ip0OMxxvImDpciQ3aEs0npnhGYkNpvVvBIUh6apmVsPehi/0UBXTxXVXTXUdln8+nIbY1wEashLjuE9eTiu6WV03usDurgzXEtDYyFxyfH8JVDNfGf1c4uNOcgEHORGfsoso+nORaZHS0kym1gdFMuOslqu9VfTO9rGKB1cKs/Ew9/IOlMelcM1nE+OZaOvGiu59qFv7alu/h2FppalcjXz/GORnalhYrqV602Z/GVrKNZumof+syH0DBX3urh/6zyxR0y8/ouW71KKqb3bD+NtDFwU40NNVzV1XdVU9jRy6W4f0MndrtN4B4ay1E2N3aGTRLS1wXQLHedT+d7fyIfmfGoHKylJjefjzSo+CM0ia1B8JeDGtVqauh7Fn8quOjpGusV3J28WoTpuZvXmYP4cIMa0yadimva5BVyedbyJlZcgLm56GHk/OJfKO11AC1VJyWiSz1J0S+z30KUa6mf1+0J3Axdvi/2+35tDQJCOZZZqy4/7iFh1dlNaqVhluzsPIeQZVWenayk6GcNqD83Dvy85pC9zAAAgAElEQVTxCGdLjig0BxqyCVKqWarU81ZsMVUj3TDZxrWrNVR2VlPbVU1tZzW1nfVcu9MD9HGnJZejOzVzCE1RoL22O5ED5+sYpQ+m2hm+XEVlZS6COZKP5cG87C5m/pzkYhGuP/9ynD9uVmGrMPCtLh1jQyM3Jru5XXeKHQdFoWnnqcYpwIxzTiW9Yz1Mtmax+5DAfA8BR8si0tKj2Zy+3CHO7bhIHF1U2CrExRsHhSiUb9JBT0kmcrdgbP3MrE8vp/tON4y30H+phgsdYp9rOqup725geLwX6Gbowkm2BYoiXhKaEhISEv8+/AOEpsASN4F3NaeI721l8k4j/Rer6emv5eKlWi5eqqa7t5aLg+2M08307XISteG876Vi8a9sn31SaF4pSGLzDg0LPGcJTbNFaA6eY6/GiJVFMP5dQnNLAsaWJsYeCk0VS+TizXvVrjj8ThRS2t8KXBWzHzdqqSnNYn+widXeGha6zy00F3lqsFFlk9jfDVyzXH8JqOaMPpKPnY/zh9lCsy6DDUE6rD3Eti1y0bExNIfS2z1MTbTQVZ1PQnYO2uxcjDm5mHLOoDuVzdG0kxyOS+DboFDs5QbWBadwOCuPhIoycpsqae6q5drNTqCVztITyNyCcQqMwLOgjoH7fTBcgMpkZoGb5mmheacXOnLYFxLOp2F51FxtZGC4iYHBxhfLUCODI9WUnUzkL54C6zTPFpor98yR0ZxDaM6IgQUzVR2fc46mg+U81KU+ZnzPVdI7dQkGS0iINLJIpsUpKAbvuNOEFxVxoq6CirZq+q62cIduxq6XETWX0HzQxo3GTL7ZqWPRQ5v+dUJzqVJgsVcor+2OZ1d2MVUD7RY/6oXRaipKThB4zMRqDzWLFXpW/M1CM5QvEououmkRmioNVgojr4XmU3OjE2ikNDmBb51VYuGSv0FoWm8WWLszhaS+NsamOxlsL+FETg6h2bkYckSfNmTlEJyexeGkFDwOm1juLrBsazTy5HPk9zZzjyviHLrbQFN1Nkf14byleM4xSpZ3y5cdPkV8RzvQRFV+Jn6qU5ztr6O1MBNdUSkVd/qY6s8nJj4Z5bkL9F/KRzhu4jV3NbbKf57QHKlPZ8P2x/3nMaF52MTaX4zIss7TN9XP+PVaqopyCcs+g84ypqbsHIST2RxOy2SnKZp1flqWyjTMl0fin1PBAH3c6S4k3hDP/rJq+nvyUGmMWH0XyjdhZ6ka6+XB/WbaK88Ra7HX7PhzJO0kB2Pi2bRdz3IPFS/NFpqPxbTnx//nCk2lhkXuBj44nE3p7S6gleqUDGJPF9I02c/4jVqqiy39nmlf9pmH/d4dFsMn/qE4yZ6uF/BXCc0H1eRlRuNkOUfTYQ6huV2uZrmPkW9OVdB+uxdu1FBxIQ/16VwMlrYZc86gyTzNkbST7DDEsDFA9ImnzrNUiK9ZrN2fyK4zpdRe67DM/z4mBqsoO5dJ4GE9TgoBK08dHx9JZNeJs8SUlpJXX0FTbw29ox1MPOhitObkM4SmJdt5UPTNp4TmvfMkxEVg42GJJXMITS/XYJYGRuBRUMu1sR4YriS/7CyqrEdz25hzBnXmaY6kZbJViORTP0Eq6iMhISHxb8bvLzQVGuZ7heN5ooy+W010lp9kV3gi3oYkAsxJBJgTUWiTOXyiiIZ7vUxPtdJ3JpHvtwvMf04Z96XKp4Xm1aJknHc+Q2gO5XNAMLHobxCaxyxCc6lSw2IPgaWBSUS1NzNJs6UYkEo8vkWm4uWfj/EnmYmvtOkcP53PqeZ6rk70i9vQak+i3K3D3lnFm8/IaNrvTcA7LY/EkiKSSgpJKi0gqeAU2w6YePOpjGYGXwXpWDxLaG7Q5VB2r5cH9+ooiTTxpvtR/u+fZ5/HJp5n9rKLioXuoXykPUViax3Dw/V0t5dzpqKQ+DMFFPa0cJ82uktPIHcPxmFLOD+cqebKWC/cLSUyIoLlzmLW2WH21tk7Yrn/g6ow3tWcJKKsmMwLYvb6xVJC5oUCTNGxfOYZyifPEJo2ripW7k7kSFMrY/db6X2O0LxU8NcJTVtPAUdFBHvP1zA0fYkHvefQHQ/FaWsM/rlltA40MHSxigsNJSSdPUdGRSV9k92MPSuj+aCNm00n+Muu2YsHf6XQ9NZi7xXCH388zny5iR9MGYTkFHCmtYGRqX6gha6yTJRb1djI9Sz7G4SmrZeGJV46vkktoeFe3yOhKTPwanAu5aPiIkXDyWQ2y1RYzxKac22d/VWh2d/GOB305STyvUL055ecn/BpF/G8RHu5ipd/Ps4fXXV8oUnh4Kk8MupquHhXzHCOtp5h/34dr8g1c2c2LVuyF8kj2Z53gesPuhm5VM35snKuDJ0n2RDOp4cyCG9vh/sN9PWVc66nnu7zqfy8IxQbi0D6ZwnN0YYMNgU97j/PEpqXuMR4fyHmgyoWbj7O//rl6Tgx300cJ0eFFls3LeuMZ8ga6oabjVxuLKZ6qIHmcym47NTw3z/p+C7sLNUTfTy4Vc1Zo4HVbkf5f+eKP67iESKOCjXzHstozo5pz7+3PE9oOsnVLJCbeF+XT9NYF1DPmfAUQlOLaOcS45eLiDysZpHzsWf0+9mZ779OaNaQfyKGFb8iNJf5GPjqZAXtd8VjwbTaUP77L8cfndf72Hma6mfWMBCPbwnmzz8fZ55POD+ZMlHnFnC2o5Hr0xfhQROdxSn8GKhj7YE0jNXVDIw20N9VQWF5ASlF58hsa+T6eBe36p4tNMebxIzmormE5lg5SfGR2P2K0HTcGoFLfh0D93ugP5sdhwX+n++OPz23Lee22lrmp62nmkUe4vnWkuiUkJCQ+NfmdxeaDjI1dnvTCW1uYmyglDi1HicvNfPdxWISNp5q5m9W8creJEKa25l40A2Xz7Iv2Iij6/O3z/6uQtM4UwyogCNaEwucVVi7q7BWmtkUXUDVSCfQREVKPJt+PsbL7lpWbI3gO208P+zVs9wrhD86a3hlZzwH8ivoHxPPDowPCePNX4JZE3qa1Cs9cP0CZ6ONrFaoeclNg62XBhtPFQvdZuFueSiTP3oom0to2rhpePd4BrH93TDVxkB5KpuDBOY7q8XqiQoBOy811u4qrDzUWPnEcbC0jjE6GKw/iV+gmpd+OMb/91MYQYXV3KKDnpIMPF2OMV9m4M3wQhpvdgONVGYl8q1nCPPc1CxwDWGRp57vMs/TOtbLdEcuR4+oedklhJdcVVi5PdGfF4i1l4b5zga+1J6hYqyL+7fPE3/ExNsuIcz3ULHQy8jXEWcpHelmarKVzpw4vgoI4Y+u4gHhf6vQtJdpWOypZfmudBI6W3lAJ5fOZ+Dhr2edLo+6u11wp5w0UxhrnY/wf21U815IjviO5s0yIvcbWOOsYqGXmgUvUGg6yLWs3R3Fj+pYvtujY6GrigWuGt48kMj+0ir6x/rgcjFxGi12Cj1Lg8+IQvN2CeYIMws2q1jkoWaRh5alPnFoahq4Rxutuam4uIWw2FONlbvAyl1JaKrrGaafya48tMdU/GmzwNKgVJL6xII5o/VZ7N4rYOWiYpFbCPPdBeyOZHPyYgfcLyc5PoJFLioWe84tNJc4q1mxLZaDtU3cmu5lvOsMB46GstBFhY2lyIeDTDxIfqGHhsVeWlZvj+BrVTy/HDLg4KniJWcVq4Ki8T9dSv2tXrhVRWG0mXd8xaIxc42ho0LAzlPLZxFnOTvYDQ96mbjXwo2O0/jt0mPtHMHWc5UMTfcD3YyNVHI2Mpz3fDUslAkPY9O/pNA8YuKNzQJfxBdQcfcS3K6mND2St+VqrNw1YjGVmYd5dzXWlqJJTgpL1dUdSewtrWOcPpjsYOzOBZKNEayTqZjnquFD4SQpV3thooWLxUl8F6hhvotFtM2KPws9RUHmJH/xQnOhl4CtmwrrLVG45tYwOtUNo4WEHAvnR2MuRbcvwd0aLpyI4l2lmgXP6/ec9zRRaH6dVkrDnV7oOovqmAYrdzVW7mps5H+d0AxSqnGU61hjzqd8pAemaik8EccHHuIrGQ/b5qVmoaVtc98XBezlOtbuiOJHbRzf7AzF3iOEP7loeXN/EkJFDYOTXdy7Wkjo/mh251yg90EP4x25HNuvYdF3R/izh56/nK6k/343Y3UnCdyr5v+4a1jygoWm3D0YG18z6+LL6LjTA2MXSI+N5HXXEBZ6iRWhHRUCSzzFPi+WiQtAS711rA0K48t9Zt71D2WZXBKbEhISEv/K/K5C00GmZqGLli9j86kcaaSnPIPNCjV2XsLDVXJHhRYHzxAW+pj5PK6UnntiCf3CuBjWuwcz7xlHnTgpBWxcj2O/NYqAikZu3m/nSn4i3weG8Cc3DXZeIbzkaeA1fQGNN8Wts7uD9fz5FxVL5BoWumhw8k8kvL2FcRooT4hlw8/BLPRUs0hh5A3tOWpudMHd80SER/CKhxpHvzC+MZwmu6eZ25O9TNFEXW4mAdt0vOIbxqfBZygbbaa3PA2vXRrmOQfzp5/VvHkkk8wr7YxfLyEi2MyaX4J5TZctCs0bVRQmRvDRNgOvbzfyZkAoTpaVcYdZFVtnigH9QRmNW3Y1U9OtDNWm8VmAwEvOKrFIgpcKh+3RyHKrGZ3shhvnSYqOZb2vWHDF2lODk7+R93aF8clOPY570tE1tABt9FWfRLFVx1o/I28fyCC2uYkpOui7kMWOLaGs9tGzcncq0W0tTNDLeHcBZmM472418HqgiY8PJaOprmdouo/J7nOYDCZe36JnlVLA8cn+vEgUAgtddKwXsim+083UWCXZxgg+kamx8zayyXiK+LYm7oz3MD3ZRm9xGn7BJtb661jmehz77TFsq7Rsnc2L55uAEP63i/h+2GyhWTzUKb6bajYx7+dgFrqpWbYtGvfTF+gb6+HB7TKSIsJZ4RnGxvjzDNANd8qI1EeyTqFleWAMPull9E53M3GrgmRNJBt9tTjKQviDIpIfT1aKW2cbMti4TeAlFzV2cg3zftLy4fHTFN3pYvxuOXGHjLy+OQQr+dNzYqbq7HcJhdQNNtJemsInfhoWOgcz31XFMm0OpwY64FIhYceEh0KzcKAT7pURGxvJal89bwcZWavUstwnhqNV9dyhk0vnM/HzEx+I39obx45z5bSOdjIx1cdYfxEJUeG8s9XAm4GR+J+ron/iItyr4uyJRDZtM/DWFgPv7I3BPbOMhhvig+XpE/G8s0XPWh8Niz01zN8zUwyogrT4cBb+HMxCpZH18cU03OiGB3WUZCfzU6CWFTI11h4a7Lz1vLEznM/3GFkt1/KR9jTZF1sYbDqJy+5QrJ2Dmbc5GJsD6WjaW+HmBXLCzLzlIzxTaC5VCDjKNNjsTuHwhQbx/Mh7DTSeimVdgIaXnbVsjDlHwXA/0MmtnrPs26njFS8x++ekFLBxOY5DUAxBlaLQ7D8r+tYffznOH+ThbEqt4PpkO/fbTvLDTi0vOatY6HIcp/3JHG9uZ+puAw0ZkXzkq+Ll54gue88Q/qCIwvV0tbh1ti6NzwNm/EfNvJ+0fKLK5vw9cYEjar+e1T8dZ/HBNEIbW5igg+udZzl0LIx3lBpsPNRYe2lZtdXMur3hfBykY/lM8SSFBit3Mz/FFtA0cRHoZKwrm4D9Bpa6qbH1UuG4Iw7/glruPOiGkRKiw6L51EeDnadYFGZZgIn394Tz2U4Dq3212HoEP4xpk3PEtOfdX2aE5qGGVsbHWujKiWVDQAh/2KzG2tPARmM2ecPdMNFE97lkvtuqxnpPCqq6Fibo5HZPHkeDw3jPW1zwtPbSsjLwUb9XeM/9jujDjGZ6GQ13e6H3HAatgdcCDbyzXcdymYaXg9Ixt4pbZ8+mR2LrJhZnsvVUs2CzCe+scq7RxbW6LLZ4hrDIVcPi7ckY6hsYn+7hVvs5QlUm3vAVsLXYZOUWM5/sC+ejIAMr58xoilVnvw0voPlWI01nE/g2UM3LziH86RcNn+hzKL7Rzo3+fEIOJGK6UMd1+rhen8PhgzpW+Rp4/1AyqtpGrj/o4W5TNkfUBlb5hbLUPYQlSgPfZ12gZ6yb8YaTbNur4v+4qbGViQW/Fh/I4uSlDhg7T1x0GAucVSyWabBx17DIPYK9JTXcoIPuwnTcXY4zz13H8n2ZpHS3MkUnA7XZHDoiFqVb4qFmsUysRv3p/jA+2KbDwVPL2r0JHMgtorjmHDER0Xzir8XmV/xEQkJCQuKfx+8oNAUcffWs2pqEqrKesXu1lJ2O44NAPSsV4krxzMOTo7cWe28zXwo5FI10iYeC151mX4iBZT5ihbwnv99RGcoy71A+OJbMkYZW7k91MlqRgd9RPU7eoaz21rI8KJqN8aV03+uGG8UI4VG84h3Kar9QlvqY+PhgBmn9bUzTQkNWGp6+Wlb6Ciz21PHqrgxSe1uZop1LldmozMnszy6iuLWK9tpiagbauD3dxd2BWtqqz6CLTOSX42eovtPFg5sV5KYm8JddelYFReOVWkTTUBOXak4g36PD1lnFquCThHV2wHgzvbW5ROec4VThCXYFh/HaHJUOlypDWeWvw2lvCkHFYmXEW61ZuB4OY41fKKt8Q3FUCNh46HjrYBqRbU3cnuxmcrSK8zlpyA+YeWt3NF6JZ8isLqHwZDxf7opjS24Vo9N9TN2qo74ij8ziIkq6Ghi81w10c3uwmsqzJ1Hrw3jN38SGqHxKr3bw4EE394aqqa4sIOt8CeU9DQzcEQt9PBitobk2l6iUZDy3hbJSITyzcuSLwMZNw5uHUjG2tzE+2c5I8xlColLYl15AeXs59V3nOdfZyuREFxNDVTS15hMTG8+PvgLvHE/hWGMrk1MdDJ1PQ3nYyEo/Hat9LOe1WoRmyXAnTFSQnhLHG94G3tsXR+CpEuqH2xm/V8f5U4n8FKDiJTcjnwi5lN/sAjoY6CghJz+PUzWVdIx0MD7dA5NNdFQXcCo5AecDBpbsSCQgv5YHdDDWkY3X0TBe8dayyl/HUmU4P4flUXO/h+nxKk4ZYvjaLxQnv9CnKqfOCM2/JBRSd68XBktJj49l4w4ja7ZF4X26jI4b9XSVZSLzV7NEpsPpYJZYKXK6gYYLZ4nMPUNy3kn27NHxmrcR51PnabvXCyPlZJ9IZWtkFkkXKujoLSO3pY7e0W6438yV3lJy8zPZvtvAmwfTCW9u4v6DPqbvNNDVUkxOaSFnG2voHWlnkj4Yb6K/o5jkkxkcCDHy+nYzr6rPkHO5E6arOXsqgbcDdKxUalmxNZZ9JVVcvN/L1L16WstPsS8knPd2RPCd8SQRFeepLMrAe4+Wd9RZZA91i5m6rCQ27zWx2j+cnxLyKRtoYrD1DHt3P2fr7AwKgYXuZlySSuiml8mhUmKDjbwuV7PIS43d/jSC61thupnukmTW+4c+PDLFUaljmXcoHx5PJaSplcnJdgbL0lAeMrDSX8fynQnIc6q5RyfTfWfwDwljhVLHap9Q1oWeIKK7E8Zb6DqbxC/7dA8zik+3M5RVfjqc9iSzvUiMCXfasnA79Mh/nJThOEeeo2Gih+l7F8jURbPRV8BGYWRTWC75g11MTXVws6+YtIR4vt5l4r1DCezJLqKoJp/kmHBe9xWPKlqq1GLrruGNYxmE93TCeCMdOXGsDxSw8hRYqhRj53tHM0noauHeVBeTQxcoykrBfZ+Jt/bE4J2SR1ZNCfmZcWzcHoqdMvRXYtqzbfRIaLYxNdHGQFkqXoeMLPUP54ewbE51NTM20cq1lmx2HzCwykPNfE8DG005nL3WydRUB7f6S8hITOC73SbePRjPztOFFNYUkB4XwVv+WmxkT2eTHWQaHLz1fBxbRPloN9yoorw4h6jcM5zIScVzXxhrj2SR1NsB1FOem8T7gQZe9dWywk/Pav9YDhRWcYMebrTlcXSnkbd9tdgr9XxmOkNOXzuTU53c7C8hNTmBH3eZeWd/PNszC6hsKiA+MZb3PDWPn1Ot1LJUqWGBm5lvzEV0T3czfq2E5JhYNu4wsGpnLNtyyukdraepMJm/bA9HkVVO51g/3K2nvS6flKJC8lvruHa7i2l6mByqoqn6NOqIGL5UhvLW7mh8Cmu4OinuWgkWxFj5ilLLqq1hvK07S+FgF0xWciojnjf8dLzqp2WZn5HXtycSWtPAGF1cqTzNjkAdr/oIOPiY+Da2gPKBTqam2hnqKiAyOoZNO8x8cDiZgzmF1DTmYTCH4+RmYkNkAe3jfUA3U22nCTiqZ6H7r2e/JSQkJCT+Ofw+QlOuwd5bx6rQbJKaGrl+vxcedHP7Rh01tdkEbdfzqpf4zoWjTM3ioFh+yTxPx0Art6Z6xcIlEx0MD5aSnBzHR0+eGSbXYOUbjUtKEY1DrQzd74HpHh7cbeXqUDlJ0clsPZ5OXGcTvdc7mZjugckORkYbqS7I5KAxHp+zF2i92sKtyR6gm/u32rjScBZBb2SJlwZ7bzPfJxRQMdgB453cutnMwNUKCnIyCDyaQkRTIyP327lx5QLVZac4qI5m05EsCoZbGBxtZmSggUsDDXQONHNtpJ7OmhwOHjWxVqFhiZcGG/9o5CfK6LnXw9R4B3dv1NJ+PgPfAwYcPWZnccXMnZ1XGLL0AgqutjFwVxTj0/fbuTzYSFdNFluOG1nsocFBJmAn1/PesTTMVdVcG+vkwVgbA4ONdF9r5PK1auorszkWYuJ1uZbXj58gprmJ+/TBZBcTtxvpazhH2oUK6ke6xKqF7fkkRUewxkfA1ieMX2LzyLsobo9kqpOJWw30tReSXlNDz0g7D27V09laQHpaIs6BWlbIhTmE84vDUa7B1sfMhvCzlA60MzXZwY1bLQxdq6I8N42dxhT2VzRw+24bN69WUlN5mkPmdA6lFdDwhP9cGWygpvgEQQcElnhpWCzXseLwKTJ7Wpiii1s3mui+1EjPQDODI430dxQQFxvHN4FiO5Z4CqzYFo336fN0Ws5vnRxv53pfKUXnC8jqaGF8qpP7Q1XU5Jwg4lwhJ/tauHZbtCnjbVwZqKEwIx6fsHSOnK/j0mg7Y9O9MN3F7eFm+uuz2akxsfiJByxRaGr5JvYc+ZfbuT/SwLWRJvquNtJ1tYnBkTpay0+x57CeFXINtl4CSwOi2Z5fSd+9bibvd3LvejU1hen4bNOyXKZl6Z4U1BfquD7Zzdi9NoZHGuhuyiM6PBav1CLOD3TAnQY6W4s4cTIZj21anOQ63gzJIKKmnluTvUAPU2OtDPVXkFtYSvNAC2PjrVzrLSUnKxO1MQV9TTV1g+3cmeiB6U7u3GqhvbmQcK2BVxRanHbEs+/sedpvdjA13sH14SZ6rjVyaaCOztZ8osKj+NBLzXvqEyR1t3F7pJHh0Ub6BxrpvNrE1esN9DWdRac187ryt52vZ+um4W0hi5TOOi7VZrJ5ayhLPQXslRqsPMORnSyl5coFToWbWOMtHg+yVK7Byi8Gz/RimodaGb4v+sCDOy1cuXqByvZKKjqbuHKrE6Z7YaKNq8MXSE7PISG3mKaRNq5b/HHidjOXus9yVBPGa27qx+aQGBPMeKbmk39lVkwYb+PytRry0+JQhmdyvKKOS9fbuW/xn1vDTfTXZbHlmJ6Fnia+C88hp6eJOxOd3L/VwqVrjfQMNHL5cjmFuWn47NaxYlZ1U0eZGuuAWGRnyrk4VEaSxszbcg3W8pl2abBTGPgoJIPo+lqGxzqZutfKtYFGugeauHKtipryU+w/auRVLxMuKflzx7RaS0x7joiw91SzYnccW4trGR3r5sG9Fq4MNNB+pYkrI00MX62gKDcN5X4Dq2fen5QJ2Hmb+dqcTVZ3I7fHOxm/3cLla430DDZy5XIFJXnp+O/RsVL5jAUyhYCDIhSn3SkIVXXcnOph/H4bIxfLqTibTXJtFVVX27k50QN0ce92Cx0thcRHRuGSnE9WWyODd7uYppfp8U6GLldRdS6J9du0WHsZ+CYsm/T2Jm6PdzF+u5nL1xrpHmzk4qULVOalE3BAj5NsLv/VYOVmYpPxLLV32hgaamJ4sJGLA410DrYwNFxDQ9lJtu7RsUKuZfm+VEKr67jxoBemuhm/08jFjiIS88toGuqA6Q7uXC4kNjkNH8MZivsbuXq3i6npXrjfzvBwJWdzMtm+LwlDTQ1Nwx3cnRTn7+1bLTRX52IyR+GWWUxJTzMjY91iLLgnLsClxYaL2UufMJzjzpLb18K9iU7u3WzmosUe/X3nKT6VjOcuLQvcjKzXn6X6bi/Qyc2qDLz2hWLl8StHoUlISEhI/NP4fYSmQsBRGcry3bG4mtMIiEhFYUrFNyqNAGMsX/qHsmJGOCoE7PzNfBicTGBMGr5hKSiMySgi0tkSnYTbETNr5JbzJGd9v623iQ+PJrIlJoMtESkoTCkoI9IJjE3B9WA463dE4RyRzraoVLzNycjNaQREZxCgjWLTXjOfqVMIjE7HLzwFhTEFn6gMtprj+cse3cOy8csCw9moSkQZkU5AdBp+hli+2qFjhdzAx0fjcdMn4qqK5pv9Zt7x1/PqlnC+0SbgLCQiN6exNTaTHbEZbA1P5JeDJtbIH1W7tJOHsmZHJD/oU/COSMM/LJHNh0y86ff0di1HhRYHuZ51RxPwjskgMFJsszI8na0xGQQZY/g8SIedZfXdXi5gK9Pxzr5oftIl4xNp+VxsOlvMCfx80MTr3uL2QDsfIx8cisPDnIp3RBp+5kScD5n5cE8k32iSUJqT8VRHs2GnnuVKAVtPDU7+Zj47loCnORXviFR8TQlsPhrGh/ui+UGdiEwXz8/Ho9iw28hab8v7Xb+rIwvYybU4+ZvZoEpEHp5GQHQa/qY4vt6pY7W3nncOx+OuS8BNFcO3B8y8vS2Mz+fwn62xGWzRRvHFVi32lgqkTgFhbAhOwMuchl9UOkFxmeJYhiWy+UgY7/oI2Fu2TS5VCDgoQ1m1PZLvtUkoww5WiGgAACAASURBVNPwjUhFro7ky91mPj6SgKcxGYU+nh8PhPNNSAKyKItNTSkowtPYGpOG97EwPtkXyTf6NLZFp+FjTkZhSsUvOoNt5lg27NRjP1e2Ra5lza5IvlYl4qFNRGbpU1BsOoFhCfy418BrCo2lEqzAUmUor++J5kddCj4RafibE/jpgOgfS+UCS+R63tkXg4spFd/IdAIjk3E7FsZ7PlpWBUXyrZCEPDSOH49Gsn6ngTXeWpbKNSxWWq4zpIhjEJ6MpyqKT3dE8E1IPB4Gce5s2mvm46BwvjeksSU6Hb+wFOSmVHyjMtgWlsDPu3WsUApYe2h5LSiC74QkFOFpbInJICg2g20RSbgHh/O+vxYHDw2vbAvjy+AE3IQEPMPEz+2Iy2BrZBKuh8287a3BVvGsd9yemHdyDU6BYXx6JJZfDhlZ5S2O71KlFnuvUN7YFcl3IdF8EahlmVL7MJ7Z+phYdyxJ9K3wWb4VnUpARCr+EelsjUx9aO/AmBTcjsXirE4iICYd/zDxGu/IdLZFxPPtLgMrvIQnFhXEmPDRnDEhDeUxM5/si+I7Qxpbo9PwMSWjMKfiF53OdlMMX+7UYe0uVov+9GgcrsZU/KIy2BabQVBMGr76GL7apWeVJfbOnmu2Cj1rd0fxkyaKT2fHcqW4U8VOJmAn1/He/mh+0Vvij8UHt5ji+fGAkTVKAXuvZ7U/gyDT4zFtTvsoBJz8DLx7IBZXfbI4xhZ7b4tKQa6JYv32UJZ6Pjqf2EkpiJlnbwMfH5npd/rDfvvpY/l6t55XnrznPPnbSjED+f6BWFxNafhEpOIdGsv3+yP5Xp+Kf3Q6/uEpyE0p+EZmsC0sEef9Jj48koBnRDpbIlNRGpNRhqezJToVP004b/hrWeKhZqmvkY8OPd02X0Ms3+w08Kpirh0vM3FQx5qgCL4PTcBZSEIZns42y30o0BzP93sNrJZpxGNWFHre3R+DizEF7/A0/MIScT0ezvs7IvhWnYgiLBmZNpov9oTxwd44lFGi3ypNySjC0tkSk4pCFcUXW8P50ZhGYHQavmHJyE2iL201xvHjPhMfHU/EOzJdfA4wJuMdkUFgRBJuhwys8BZY4qlhmb+JT4/G42FKxf+hH6biHRrDhu06Vik0LJGHsnprON9ok5AbE3E+aOINv2efsyohISEh8c/nd31H09FLzULXx6vHzXMVK+bNvoE7KQRsPUKeqDQnft7KQ/PMdzRtPVTMm+OahZ4abGRqFro8+bdg5rmpWeylYYl7yNPXuqqwnlV4w0EmnjP2ZGVLO4XAYrcQ5jmHMN9VLESyRC4eSr/QJYT5riHMcwl5vGqe++Nb9ZyUYmGMBS6PV9Z79k1TYImHivlP9TdYrOAoE3DynvV5hYCNh2rW98/0QRzTh22Ra1j82FiIbV3socLK1WIzt8eLYzjI1Cxym3WNSwgL3NUs9lCxwDVE/L/lmn/UQ8BMu56010JPsQjHEnfRJvNm7CUTiwE97T+ij9jIxe90sozRIrc5/NPSz6eqHyoE7LweH/t5bmKlROuZcXNRYeWpwdpdxYI5fHi+h5j5tp7rd+ey9yzsvcRxmOfypI9bqjc+dfberLZa/GPGbk6KJ/3OUvVSLjz8nRn7P2ZvhTi+j13npsLaU42Vq2XuuKnEI31kGha5zjEfXVQs8tI+EgiWa+eqEGojF3D0Frc1WruFMO+p75tp918Zw2QarN1UzHfXPHZmoZO3WInTylXFIpn2scIxTpa5OldsmucSwvyn4lIIVh5qFrrPcY2LCmuZ2Le5YoLtnDFBtPMSL/Vz/EesUOogF8frye+Y56pikefcOxGclAJ2nioWuKqwls9dNMdRIWDjrnq6ry6qR/HH+1nt/3Ufnz3XbD3m+B1nca4v8nq6D07K5/R7Jmb8Fv+w9HHerDFb6Kl+pi8v9BLbajVHW2f8a8Ymi92f07bnxFQnbwF7mRqrmfvQHLH/0RwV5pijamxmzbN5rmqsvTTYej3Dz9zV2Mjnnr8z4z+nfVxUWHk+8h37mXn7HBs6ec/UfXgUI+0UcxdskpCQkJD41+AfcI6mhISEhISEhISEhISExP8kJKEpISEhISEhISEhISEh8UKRhKaEhISEhISEhISEhITEC0USmhISEhISEhISEhISEhIvFEloSkhISEhISEhISEhISLxQJKEpISEhISEhISEhISEh8UKRhKaEhISEhISEhISEhITEC0USmhISEhISEhISEhISEhIvFEloSkhISEhISEhISEhISLxQJKEpISEhISEhISEhISEh8UKRhKaEhISEhISEhISEhITEC0USmhISEhISEhISEhISEhIvFEloSkhISEhISEhISEhISLxQJKEpISEhISEhISEhISEh8UL5hwhNJ4XAEg81izw02P3Wa5QCSzzFa2wV//yB+lfHXqbBxusFjpVCwFYmYCv/HfzBW4uDTMMiNxWLvAQclFqc/gXG8N8NJ4WArYeKBW5qbBRaHP8F2vTvgINcwxKZgL0UVyT+3bHE6X9nX3aUC9jK/737ICEhISExN/8Qoenga+DdPWGs36VnpZsKK9cQ5ruqWDAnISxwDWGeu5a1O8P4Yq+JN320LFUKOMjULHKb+cyjfxd6aLB74iblKNdg4y7+1mPf7aZmsZfw7PYqBOxlGhZ7qLBye9SeBa4qrNzUWHuKvzXnQ71CwN5TzcLZ17mpWSx7zu/NHieZGmv32deKQsxR+Xwh5igXeCXQwDvbDKz1EYXbbxUdjgoB26farGKRTMur/npe9w/96+wt12DjMdtGT9v3ZWc19j4mPj8azYadelZ7//0PGU4KAXuv2f143D9sf/N3ifa3dp+x/yOs3NVYez3ta4/sp2Gx+5O//8jnnrSJnZeaRW4hDz9n5abGWiZ+zv7h354xT1xCeNkzlFd2RfLdkXA+8AtlucUvZ3x/znbIBBy9n+37dl7qWX1/5A9W7mIf5rKTk0LAznNmrs0x9grRfx3lmln+/Wg+Wv8GH/+tOM7Zh0f/WnlosPPW8UaAjld8JHG+VCFg66nCapYfLnBXs0T2G+eK1+yYLF77W+PdvyNOSi2OCnGeP3lvsXJTs1imfcyXZ+bGo/uIeM0iTwE75d/n8w4KATuZwGpfy+/8DouCvy8CjgoNtspQVnsLLFcI0qKyhISExH8Yv7vQdJRrsNmdyK68AkpLT7P3eDTfHI5m49Fovj4SxZcHI/lsfwSfH4hiw5FoNh2NZtORaNaHpCOUFJJfkIH/Vo34QBgYxmeHothwKJLP90fw2YEovjwcxYZ9Jtb6hOL08EFby4oAIx/sj+Krw1GsPxDBZ/sj+eJwNF8djmDddt3Dzz7eVgE7uYCTn4G3d4bz6YEovjwUxYbDUXx5KJLP95p5N1DHSrkGO7ko6B5eqxBY6qPjtZ0RfHk42tLGSD7bY+LtAC32v5JxclRqcfI38u5usa3rD0Xz1eFIPtuhZ4W3Fodn3IAdFVps5UZ+jj5FVFYGQYd0OMif/fknbWOnCOWVrWbW7Y/iy8PRbDosju8XmhQOJqayWxPGazIBx9/4AODob+K9fZZx3z+rL0ei+fpoNJuORvHZ/niUcXmU9FaQlxzF+gANi37Tg+0zUAg4+OhYvSOCDYejH/rUZwej2HAkii/3mnjDWzunzZ/8niUyLcv8DLyz62n7f7bHzLuBoaxQCCyRPy4cHRVaVgWaWXcwmq8OR4n++bDvEazbrmeF/NFnlypDWbMjnM8ORvHFgUg+PxjFhkMRfLxVxwrvUF4NCufzQ6IfzcyPLy3z4+uj0Ww6GMln2gwOnS+nvfUMh3fpec1TwxKFluUBJt7f/4QNDkfz1eFwPtqmZ4X8adHrINdgZ5k37+2O4PODs/p+MIJPd5t4KyCUZTLxc46zx97XwOu7IvnqiDj2Yt/FufnFHhNv+gg4KENZFmDmk4NRbDwUxXrL2Gw8FMEnQTqWP8fHfyv2lratDDDy7mz7WfhifzifHozmR2M62vh4ftqlx8nr8Xn8PwlHhYCTr543dkey8aHtIvlsl5G1ftpnLqiIiAsWy7eY+HCvaO8vDkfz1aFwPtomLk79J4p4B0Uoy/1MrHvox5Z7y6FoNh2KYN3W0Ee+bJkbb+yO5Ksjj+b5xiNRrN9pYI333+57jgoBR28D7x1MYG9cEspjYax5AQt2/9ixFO95nwop7A9PwHO/geXy/0y/kZCQkPifyu8rNBUCjjI1i49kompq5sFEB6PDTVwabOLiYBMXh1oYuN7K6M02Rq63cG3o0d/6h9u4Nd7BUHMux3aqsPMx8Jo5j7NdjVy70c7IzTZGb7UzOFpLY+UJPLbpWe6pwV6pZYm7hveOpaKva+DicCvDt9sYvdnK0PV2rvQWER8fyXKZgL380cq7o0LAXiawcnskrnG5nG6uoW+4heEbrQxeb2XoejNXLpWTn5dB4EEja5Xidp+Zm6K9lxqnwHB+yiyl6mIz1260MXK7k9GLJaTFh7NS+ewVZweZBgelnk+jznG2r4XR2+0M32jjSn85Z1KjeMtfi/VcWQKFgINCi+2OVPR1TYyPVVOQGcPbMgGHOcTE49dqsZdrWXsomYOFFbQPtDA02sLl4WaujYjjf+9mFSVZiaz30Iji9Vds7SDXYHs4g+CKGq6MtjF0Uxz34dFmLg+Jdr002ET/QDMDt7qYuNdI46kYNm7VYPW8LPOv4ChTszgwko0pJTRdbWbgZhujN9sYvd7GtZFaqspO4OOrFW3+nPbby7U4BEbhGZdLblutaP/rLQxdb2HoehMX+8spOpNOwCEDyywZBEfLtbYeAp/qThHX3syVG22M3hbbMDjSwuWrJSTEx/CeuwYHi585Kg04pxZSdKmNwVvtjN5q42pvGalhZt721fNtQgH5/a1cu2GZHzdaGLDMjxn6R9oZHe/g7rVCdLsNrPVQs8hLw9rgDDTV9VwZbWX4ltiOodEWrlwuIjIqirfd1I8tfDha+v7anjgCMgso6RKvHbou+v7waCN93SVkZiTjvlPHCsUjsekoU2O9Mx6vMxVcHG1l6HY712+1MXqjlasj9VQWZhKwVY21XM8rx7LIaK/j8mgbwzfbGL3ZwbXeMk4mRLDGV/t3ZcIc5AJ2Mi1v7Ytj64kCCtvruDTSyvCNVoZGWxi60crQSAMXr9bTO9jMrUv5qILDeNVV/Vdku/+zsPdUs2J3LL55lXQOtDBws42R2x2MtuchGIzYeQnPFP/2XmqWBoTxfXoJtQOtjN5uZ/B6O5fbC4mNNLNM+ftsu//nosHGU8/re9JJaK+n/3q7xY/FudLXWUKiycSbvoK4c0CmxnpXAsrcC1waaWXwVhsjN1u4MlJNQWYSm/3U2PxNwkpgibuWNTsTEBoauT7ewWj1CfwOaFno+Stx/18FhQYbuZ7VB0+S2dfCxEQTtaeT2eytZoniUVy1l2mwlT3bDyUkJCQk/rX5xwjNoycxdDcxdqWUGF08riFx/KCO59vIPE71dgB9jF0uJU4Xj9vM3yLOcvJiM9d7zqHeq2GpUovDtkg2HssgtqmJMa7CjWqKTyXw0xEza71DcVKIN1kHucCqAAPvHUvBJ+sCV6f6gDbaC0+z73A4n+zUs/SJ7Jadp4ZX9ySyr7CS/lsdTN5r5nJnCflleaQVnCOn5gLtQ+1M3m/hWlcBplAzbys1WFsycTMZzTW7ovk2JJP4lkbucRVo40r9KXwCtSyTC3NkCQRsvQScfGM4XFnPda4ArfQ35LL3eBSbdumfme1xkAk4KHR8ElVAyVAv0M7F2lNs2SLg9Jx3Xhzl4o17zbFM9LUNjIx3cPdKGVknM/A3Z2IsPk/b9W6ggZrcZDb+FqE5Y+8tZt7Zncj+nPP0cRlo50r5CXYY4/g2JJ7NQhzfHUth54nzdN1upDE7jk1/p9CcyWiuDIrG2ZBN7tUO4DJcKiE5KZaNB8y8pXx2RnNGaDntSuRQcSUXb3UxdbeJSx0l5BXnkVmUT051BV3DbUzcb2OgNQ+dzsxqxaPFBke5ltWBJj5QZbK/qJZ7XATa6Ss+xQFtBB8FGVhlWdhwVIis2RGFIquclrEuJi4XEylE8dX2UJYpQ1mzM4JP9dlENbcA/XDzAicjkpAFx/GDEM8vITF8F5mDsb2R2wPFmPYaeN1DjY1CYHmgibf3pbDnVDnXLO3oLjjBXiGCD4P0rJy1CCFuNdXyzvEMjDX1DN7tZOJWPV1NReSU5JFRVEBeYzWXbnYyebeJjpps9h/Ss0ouYCO3jL2fgbW7opHH5HD6aqc49veryM1KY/MuI29ZMppLA8L44lgSx87XMvKgg9GWPI6HRLFhp45lf0dG01EhYO1lYIM+i7T2RobudvFgrIWrXWUUnj9HZkEeJ8qKKGquon+0A+iBm8XoQsJY8z9YaDoqxN0bb+yJxcVwmjNXOpjmCtBI/bkUflJqsFfMlXUTWOyuZc2uZCK6WpniMtBIbWEWWw5G8FmQ7qGf/7P7+GIRcFCEsszXxBchiewpraF/4jLQQH35SVyORfH5Nt2jHSiWufHajjj8kwqpvdHJ7e48jkXH8ekOI294/60CSsDGXWDNzkSMnW1M0cdU4ym2HdSy4N9MaL56+DR5g51AOx1nU3GdQ2jaSUJTQkJC4t+W31loanGUabA+mEloSyVXGk7h6xnCol+O86fNwfxXQArHqxuBLq42nibQMwTrny1/80nkWE0l/W1nOLxLwEkhsNhdzbzNZrbkVXKVy0z3FxKpEljorn5866W3FgevEP7soWel5hz1t7qAevKjovn0h2O87Pn4g7aDTMOynQnsLKjm6ng3XL9AdkoS7ofC+DDIyHvbjHywM4K/mE4R1dTEJJ3c7C9ApzHzppdYiEXsrwYbNxXznMPYXlDJFS4BfUwOnifTZOJVb4HF8icElVyNrbeeN4VcSq518IBLMF1LZU4CH/8SjJW7mKV9+l0eUSA4+kSz73wtQw/E35q4XEqqwcgKpYDNk79luc5epsVBGYH/2QtcnuyHa2WkRYTzvp+GRW4CrwZF4nu2kou362k+l8yG3yo0Lf35P99r+Sw0h/LxfhhroDY1nHcVx/mvn4OZ73Kc//qLjnWaczTda6EjL55vt2lY8PcITaUWJ4UGaxcVtopYtE2N3KGfu/Wn2LU3mP/tMstGT6FhiVyLw/YEDhZXMTjRC4PlnE5N5IcDYazbbuT97SY+2h3JJt0pElqaeUA3NzvOoROMrFBqWCwXxAJHXir+9IvAW8ezKLrezQM6GCxO5qdtKv7bRTPr3Ugx+2vlasQ18zw9N2qpyonjLbcQFnqICwR27sH8l3csvudqgW5uX8rnmL8Gh5+O8yeXEOb9fIT/3pqIT3UDk6OlRO8z8IaHmiVKLY5yFX/8Uc861VkaHvTAgwZKo8L52OM4f/J49I6mo0K062uH0zHUNXKTLu5eLCE6Io7v95v4YLuR97abWLcnis2xeZzuawdauVSfza59el6RiVt1nRQabFyDme9l5MuoQupvdsNEEw05Sfzgr+IlL3Fu2HmpWbQtCXVdHSMXi4gxGHB0DsHK428tCCXgKNeyRGbgK3M2Wf0dTNDLg8HzZCQm4XoojI92GHl/u5EPdpj5eE8km8OzSOhs5v5IMWGa/9lCcyZmWTmrsJHHIDQ2cpOLQC/3uvIxBuuwVzy9OOYoU7PYJ4wvo4tpv9MtLoSMV5AZHcma749j9e8idv4GnJRa7D1VLHLX8HF8MZU3+uH+BU6lRLBwcwgLPIQn3tFUM+8nDa/tzSSzv4n+8hS+3qbmv5zVv7kw3lw4yLUs9zPxWUgi8rAUZMfDeS9A++z6Af9yWET7lnC+0SbhE57ILwfMvKEUd+PYKvWsPJhOaEkp5yqy2BJiwvY/2K8kJCQk/lP5/YsBKQTsAiP4Rp/EVn0Un/poLdk2gYW70tHWNQFdDLScYY+flpUysSCAnW8YX4cmEWCI4Ut/LUstW0/tZJHsLqxigMtMXyomXq+fe5uWXM0ibzPvGAtout0FNFCcEM83bqpHK6ZKAQeFgLUyHM8TZXTf6Yc7NZSlxfKFtworVzULPcVqrovcVMx30/KO6iQp/R1M08lQUxY7D+qxd9c8/D57mRZ7eRT7Sqq4ONHLg6k+mGiiuzyF7/y1OHhoHhNsdu4alm+JJrC0ThQ59MN0HTXnUtjkpRGzj3OOqwZbpY5Xj2WTe6mZ63c6uH6zB+430FyUyHofLXZemjmzEXayUBx9kghvbuIBfYzWZLFrazDzLH218dCwRptFek0h2alxfOj5VwhNpcAiFwPfhp2larwfxhppOBHN+kANC70ExAyunrf2JBCYnMlWlZm3/V7ENjuBJZ5aXglMxNzaxF36udeUzaGjAtbPWRG389Tg5B+Bx6kKeu/3wb1q8tJj+Viu4mVXNYssY2LtoeIlV4G31KdJ7RNX4Icbs9iyW8fKWQWCbN3VrNoZx66qJm5N9cKtYkzGcF51VWOvfLRS7yAXsN+dQXRHE+NXiojQ6Fkie7S92lGuYf7WRIKK6oBu7lwpRNipZ42nhiVKLUvlGmy3RLDemMGh+CR+DtSx6uHWYA1Wbma+0p+j+UEPPGikIiGaTb5qFskfjZetXMAhMI49pbUMT/bDYBmp4WG84SEWNln00PdDmO9pYGPUOUqv98KDZnqLUnHZHortLN9f4iXgGBjL7vO1DE9chBsVnE6I5gMvNTaeGuy9w3HLvsDFO/U05CbzrY/Ynr/5PTW5BgdFKGuOZBLX9v+z917tbVxZ2vbP+E7mm3lnpoNlK5ASk5It2ZJz7Lbdttt22+22LYkJJMAsUTlbIkUChUQw55xzzjmBGQSYJQZRJEUxh/s9KEqWFSx3mO5rrpcHzxEBsGrXrqp977XWs7pYZJCF0SqSQsL4QCpnq52crRvnYCYR2Hr0Btvdg/k2pZSGphyu+Aay3+FHJ2xrmZKdjnJesPXjuWP35c/z9mKK48P/e7eLWBO63c6fLcce+ryt+D8tZD/ChuVDJlHPHRMNc8ylAjvs/Te+86NJ030jp+cfPQY7OdscNsyu7OVs20hr3e0q1tfusH/0OPxF4yPZswB+4745HktgZxu3l/tZXx2A+SZqcqN5z0mJlfNPF/g77QVevpiAX3sXC2v9wAAs1ZMdF8V7dj+mZVs/6biO+fO8g/DQM/jH98QuySNjbyuO1xY70ZzsYYCzkgrscHj8nF9wEB48S+4bUJk5isY9W475scVegbmzaGK01fan1237L6zXtXIWsHbV8kVSJU0zg7BYT15a5EY5xuPju8NOw7s+mWQPdzDckMLRi2qed1SKRmwbpl/i9Zaz3VmJhVTA7CfjJo7Zw8C/e2OubD3qy39848N/HJWzQyoayv3kvI758Zy9gp1S8fPb7X56zjsemndmT5h3Lzxs5iUTMHdU/GQsdzgJ7HSU8/zG57c5KbHaMIl69D7aYuvHc3biONu4bvyms4Lnvvfl//+zL/9tJ26U7ZYKmLsEcFBdjH5uEFZrCI8IxdxewFIqsP3R87PbMGGSieP249/kbJMosXqa+dmmNrWpTW3qf1z/pPYmGw6wDhvunzIR8J4Kmi6ii565o/idnTIVNi7iS/wfCZpiCqmag37ZpPYZgF5utmRx4qRYR/eoA56lRIGFezB/Sqim914/rLVQlhrLZ84KdslUWD8EmperGjGOd3BnrJ179DE/Wk7IjUAOSQXMHoqAbncK4A2/bArHurk908PCvBHWW58JmpYSARuPYI5m1zF0t5nK8lIya1tZxsRMfyHXLmjEiNNj390ATfdEwrs6WGOIuYEyojU6XnHacOWUqtl/NpwjQiTHruh4USqaAf2y3eSfB83drkosneRsOXqD/zoiRgD+Me1N/gbQlAlsd9Lymm8mBRNG1jBxpz4Nr/PKB5GJR+fU89IQjiVUMrI6CEst1MdH8KGnkq1O4mesnRWYuwXxu9AyOmdNQCft2QnYusvZvlGPZeWsxMpZyx9iymmZaWewJg2Ju4Cl9MfjfBZo3o8i/vq7G/zKToHZT67Ps0HT2lnA0k3H+8ElNE6Jx9lWkMT3rvInjpeFgxzLk1G4FjZzj36YryU2MJS3neQb96d4zJYyNYdvZJE52M0q/Uz2FOD/gxpzRw2v+mdTONrF3d58rl3XYmm/kXb8N15zSyclNq4huBbWM7gwBAvNVOXE8gep4ontS6ylSmw8AnjzahQyIYyPT2qw2QAYSycBS6mGt67G4BKdiW9GLkJmDjeSU/ESQvnAXWCnVLmRXaBkh4OSvcdD+EtgCheSc1Bk5iJkZHI1Kh67SwG8LBWzLKxdNbx8KoQv/GORhqRwPj4ZF78wPvQI4ittCmfi0rkUEcOfzwWwz16OpauW93zj8YrJ4kZGLkJmLvLkNE4FxnDUN4LvhDhkgfHYX9Vx2F3JDgeB3R6BfCYkcTopG3lmLor0bK7HJOBwRTwOs5/dxLl/34igOXyrjck7XSxg5E5PAVfPqdkjfehZKFOw1SmQz0OLaLrby+SdbpaXTbD8MGgqsZApsfIM5ktlImcSssVzycjBJz4ZN/8Q3nJVYnPfAVkqYCnTcPhSDK7RWfhl5qLMzOFGfBrno1PxDo7jyAXRMMpSpmSXowIbz41zThTPWcjI5npsIq6+gbzqKrDDUcDSRc3+E0F86hONJDCJ07HpnNaE8bsTKvafi0IWlcmN9Bx8kjO4FBbNV2c17PsFUbN/BGhucVCy2z2Aty5G8L0mAc/IVM7HJHDktJbDboH8UZPClbQc/NKyuBqbjKtvIIfdleyUbrT+cvDnBXuBl04F86VfFN9eDuSwi5o3LsfglZTN9cQMLsZncCk5G5+waD4/peLFMxE4RmVxPSmTS0lZ3EhMwPaSjt22CixdA/i9XwIn4rPwzxDH0yc+CZlPEK/LFOyQqtjjFcjH16Nw0CVx3/3M5QAAIABJREFUKjad09pI/nQ2gPd84jkek87F2CScfgjkgFTJS+cicY7K5EameB/5J6VzJiqN86GxHLmqw8pJYLudnOcdVbx+PpTvhAj+dF7HIZkSS4k/v7ZTYn49l7LxXpgpQ67R8m9f3MDCMxTbmCyuJWVyKT6Di0k5+EbFcfSCmn3eIXwbmsHVxEwuJWbjk5yMy41gXn6C4/emNrWpTW3qn6N/Cmje10+cKp8Bmo9950mgOVhKuELJdnt/fnNMbGfwQMd8+U8HLS8p76fOPg6aoilLIPbZtXTOD8NiAyXpkRx2um/Y8sg5yATMnDS8dCGd9CFxIT3VlMWFS0rMnFXiTq6zCitpBFeqm+g3VlNXX0rRzAAstmMsjOVzbxXbHcU0UUuJAquTEUjy6xiaaaKkqZ7ukR6xNvJnQVPAzFHFS+eSiDB0cO9WMb7+kUgiyzCsDLN+t5GK2FDe9lA+qCG1eXgcnVVYu0ZwoaKRsbURWO9iuL0AQRvOH7xVWGz0PDV3El14/7qX9OOg2Zoazu885fzWXsEORzUvnwnja3kkn53RsM9F9Q9ySvzrQdPaSY65VxhfJNVya9kEq03kR0byiUT+lL6USszslLwvzyDxZh+sGbjXkY79JQ1m9yN7MiVmjmoOnksmfqCbZQZZMOTiK9di5qjE2kVsSWDpEcX1+lZmZ2rJjA3noIOA1cMGPY+C5kgJ8lNqXtyI0pm5B/Lu9Ui+9w3hrcccdZ8NmrscBfZ7R3CmppWJ5UGYLicsNITddj89jh/nvoKtEh0fKPNpmjOxTg8DBQnYnhJ4wenH8bFyVmIpDcIurZL2+SFYbaO5KJFjV2K4WNvMxGQdudERvC9V/Ljh8jde713OGvadSSHB1MkKQyybClEJWnY8pQ3LfT3aR1N0Xw7gA3ka4S1N3JpqZ/RmC21D7Yzf6+buUDmxYeF84CFGondKVOw/FcWJrDJax9uZntBjGGih42Y7d6ZaMTXmcl0RyMvOAlYeQXwTnkt6ayPDM0agm8GWYkLDCqmf7AOG4XYJaiGQffYaPtRmkdCl585sJ6MjLbT3tdI32cH4WDPdXTW0mJroHaqjNC6MP3go2OoayrHoIkoH25ia0mMabKHrVhfzc+0MNWdzyUfHS0/Linj4vvGOI6izjeGOUkpaq6lfGIK7jVQlhfGGmxLzjdR2Swc5uy8kcKWuidGpRnLrGxmd7oX1hgegudNZyW6vYP4SW0zlTQMsdTN2q5n2Wx1MLXRx21CEVhHEay4ivO+UqHn1SgJ+1fUMTrYzNNyCvq+VwfFOluhj4VYViRotL7qIkem9J0JxiCuiZKCdqek2+geb6RhuY3y6jdHuIgKDw3jLVc4LMh3vKNKJr6/FONHNOgPMdxcQGBXHueJqum62cWu8k7vLfbDQTE1WPN8dF7MKfi6y+Y8Azd/aChy6FMOZ7DIaBtqZXukDmimMSuaH0BzyjC3cmmjn5owR1nu405XLJV8dL0oUmLvpeO1yNG4RGWhKy6k01lGdHcf3Xmre9ksnua+TOYbE7Jh7bfRUpmB3XsWBS/EomvSMLQ7Aeg/jpgKu+ASy31HH58G5ZPXqmZxqY3CohY6RDmbmOhnvKkCh0HHARcshn2RCq6roGe1ilQEW+8vJTs8gpruLdUaAZoqiIvniQhSnimow3e7g1kgLHQMt9E90cmexH25XkRAVjLWrjg9uJOAelU1kdSVtgxWkRkfzqb3Ai94h/EmbzPHsarpnjDDfQH5ROnaKRM4n5FNqbGN6bRAYgsVuRpqzOeOjYd/pSM6VNmCc7QeMTN8qJTAonNcdn/JM29SmNrWpTf2P658Kmg/0V4Dmj/opaI4yzPpYDTkJUXx5PZxPNlpoPNAPoXx4PQ7bxCqMc08CTbHG0cYtEt+GFu4wwvpIGZGBAVhIn+YQq2SXRMV+ryj8m9uYYhhGitHpdOxwUm44iqqwkkVwpaaZm30lRKWlcLK6ndX1XlZGCrl6TceLjgIWLkq226t52y+TjMF2bhvzOZdeRl6f4Zmgae2swMw1iA9CStFPdzBSlcSx4wpe9M8gZtAEa91MtqZx9IwGC8fH02fFSK6G91RZJHR3sLg+BPSxdLuO0uxE7C7reMVFiaWTWL/4113fx0GzLTOSL0+LizdL5zCkSRV03W6gIDqYN92fBMN/i/560LRwlPPihRjO1LWzsGqCO6XIlUHs20hzfdL/sXRUsOdyPGfrO1hfN8JkKf6+QT9xL7WQCOzxCsWtuJHhxUFYqCM7MYq3HBUi5LhoeMkvl/xbndzryeXKdbWYtvfQMT4GmrfK0FzU8ZZMyR5XJTbX09F0NTPek8c5TxX7nJUP1Xw9CzSVmDuoOXw2kej+bhYYYKUzh0s31D9jJqLEzF7FG5eTiBvqZWm9n5XOTE74aHjB8aH62o20YPNT8fjWtrC43s+9W400VVfSO9WGoSKZo2dVbHX8O3stSgV2ugZwQFNI1Xgv0MtgdTonvMU0wZ8zD7GWqX6y8DSXqHjNJ5Xgrg7m51rRlybjdE7DXs8wpBlVGOYMzI2UE6bQ8YpUYKt7BKcKahlaNTI3XEZEYAhveag5eDGeG9XNTK70MtVdgN91LQc8gzgak09CVQ094z2s0MudyVbaOpoZvqlndEpPe2kyDqfVvHwtldCebtaW2uguT8b5rIZ90gA+1uWSPdDDGkYWp5qpr8lHrQziVTctf4gopup2DwsTVSRHR/Cxp4bDlxNRNrZwd7WbwboMTpwR6yyfDE/3QTOe4M42Rjtz8E3Jwr+tB+hmvD0Tl9Nq9kjEZ9Y2ew2fhxZRP6anry2b4xnVdNw2AvdBU842Bw2vXUojY6SHlXUjk/VpHL8osPtCPNcb2lhc6mK8LolvzqnYaq/gBbcInDJrmVhoo6csgW9OqrFwDuSbhHLalo2sDhajvKBit7PADpcgjiWX0zxjZHmqltz4KD51V/PSyUiO59ZgmjPCaDmRgUHsd9XxnjqD+JoKGka6mFs1MT3YSE9XNR2mChIT47D3ieNyST2DSwMwWkpYcCC7nrVR8Q8Azd/YCrx5LY4L2WWUtjVxa8EEa+20tTXQ0V5DY1U6Z+QR2IcVUDZuYJ0O2jLj+N7Nj195RvBtYjnt451MzPexRi8Ttal4XBT47TGBN64nEdRrYGWtl6nGVGSX1exwFDB3UPLa9WSCu/RMdGbjfS0AM1sVH+hyyR7pYXm6jsLUGL46oeHAmVgulzcysWJgvC2HC1cDeVORSnB5GXWDHcys9DE/2caQoZ7+sTb6JtoZ6crnyrVIvJIrMM510l+Xhu0JFXtcA/k8uIjaKROMl6JWqLE5G83ZskYMY13MLPUBbTSmx/HlESXv+KYT192KccrAwkofrBiYnuqkf0yPvrEAnToOv/pWxlf7WO3N4wd/LeYSAXNHJQfOxODT1MJEXyFKTRA2jsImYG5qU5va1L9Q/0tBs56b64OwbGB2uuNBS5ThRzQ43sHN6V6W1vqAFsoeAc1dTmp2eyYR2dPBKsMsGYsIUKhF0PyZmr59nmGcrWrh1sowzFaTGB+OpaPwGGiODZehDozgo6ASupb7YaWNhuQovvBUsM1RwTaPcI6k1TAy3UxzVgx/jCggedD4TNDc5ahg/9kYztW2cHuqhozAUN4+5sN/ekUhzW9kbt3EymQFIf5BvO70ZCMca5kSK5mWj9SZxHa2c29tAOiHpW7G+8pIiIri8+MqsY7vr4o8/Qia9QsDsNTFSHMe4amp+MSl4hOTQ2prK7fvNlERF8KbT4y6/i36a0FTibm9wBvXkggx9bK61gfD+Zzy17Hd/umLE2uJnO1nY7AvaWWZPliuJ1kVxvv2cszuf04qYOGi5aAyn5JREYKG6jLwPqnAXKLA0iOYo1l19M+2oM+O588yxWMR1B9Bs5k1+licbqAkMwN1XAp+8Sn45FXSMNnJtLGAy56P3jfPAk2BHY4BvHEli+LJXqCf6YZ0Tl5RsvWpaWZKzB0EDl+MQ9vdw/zaAIwVcVUdxI5HxstapsTcScOHQXnkDBlYXx9gfaWH+ZulqPyCOCR5Vjrns2XtrGCnRyCvxVSinzIBHbTmJmHnKH8iVIntT4TH5STnBc9IJDl13J7vZKQhhe/OqNhxzJ+ttn5sPxfP+fp2sc66JJaPvLW8E1JI+WQ/zDdQmhrBm65ifZu5s4r91zOINnTDegfdlckc9VCxz1XDAa9ofKoaGWOYtSU9bRVpeF4N5Rt5BF+dCWC/QyC2iRWY1vuZHylFd0XLAYmcrQ4KtjmG4pFVwyj93BsqJeCHAF5zUWJ+KYXAjg5W5+opSA7nkLOC7baiudJ+VR7ZN40wU01qVDA2P7N59gA0u9qY6MnluDyS75KqGWWQ1el6skOCedtVYLtEwbYTMZypaGLmdg3Z8VF8klBJ8x3TT0HTUctrF1OIbauhob2YIF0oHzjf4P/IQvkyqZbJlV7WTNlIrmjZdtSPrReTuNDcCfMt1CaF8o6bnOeO+rP1chqajgb6WrPxclVg6axm9/Us0vq7WaeD1qIkvnVVbGRgqNjtHY+6Wc8iRsabs7l4XoW1i5qXT4XgmFNHz91+1lZ6mTIUExoQzGE3JTud1ey5kUP6cC8s15OZFI615EnA+NBc+gelzu5xV7PbNZBP/DLIGRWNrJbuNVKansARbyUWjgr2no7gdK2eqRUj07UpuF1Q8IKzmr0eAbx/LZbztXruLJuYbUzD86LAFlt/tnuG8nVqHbcWjKzdKUUtBHHA1p8tDoF8HJBP5WgT9WkRfOwu57+Ox3G1Xs/KQguN+TG87y6Ic8hegZVPBmFGA8w1UJ4awSseavZ7BfJdaiWNd/pZX+1hrLMApTqMD69FcuxyIK+5xXClqhXQ05AXzWFnOVuPKdjpHoe6tQlDey6Xryoxd1Gz3yuYD6+mENvbyTId6DMS+M5ejrWrmoNnw/k4rITGyV6YrSY6PoY3TwbxtreG/W463ggsoXayl/XFWlKiInjdzp+tjhoOXc0gc7CF7tJE7E8p2LIJmpva1KY29S/V/1LQ3IhoTtRRlB6PnSqG74VYbFUPSYjmG1US7hk19M+LrrOPRjRF0Ewm2tDJOsMs9RailauxfBZoeoVyurKFmyvDMFdDSmIE1k8CzZEKAtUB7L+YiNZgYGXNxHJvNieva9n6nZzX/dKJ7etgeqAQnx90vKIpIGPE9POgKRPY7qDlff9sisY6udOdhdslDTuO+fEb2wA+0RVQP9cPS210ZEbz+YmnO7paOQtYuWp4/Wosp7MqaB4ziOlWmFicaaY+Pwmnc2J/w18Omz+CZt29fljvY3Wxh7nZbu7OdjN7t4f55X5WphoojQnmjX8xaL51PZmIfiNra30wlIe3n46tzwDNbWdiOFbcIoLmSgPp6jB+/zBouijZ5aTCyisGZXMr04ywOlpOTHAA2+1V7PWOJ7i7g3vj5eh0wey2Uzwh6nwfNJtYZoD11V4W7nUzOyvq7pyR5bUexrrzuPjYffMLQfNqNmV3RNC8U5/GyctKtj0DNA9djEXdtQGaE8Vc1zwOmjYuYg2ouWs4Xlk13GQEltsxFMXyxxNKdvwDFn8iaOp4PbriR9DMS8JO8mTQFFvYiLC5a0MWzkrMHRQcvJFOaF8P3G2kNDKYQ1I5zzkIWEj8+ZVbBEezGlnCwJwhB5cLMVwpbWSSQeYNBQg/qMTfk244CTuF4pVTyxiDYssaPw17HOX81jaUMyUNTNDPtKEIxVUN+yQKdkoFrJwEttlHcDq/gTn6uNNbwBVPFfskAuYyJduOafkuupSOtQEWb5UTdlXFi84q3osup3HWxFpfIf4/CGy1V2AmUWDuJLDlXBpBXd2AnubCOD6QimnNTzIH+wloGvI59YOGl/0zSb3VD6vdTDQk8/1pNVuPKPl9cCEl4x2M6jNwORvEW9GV6KcfBk0Fu6Rq9njoePdiCL8/r+NVDzV7nOT8xiWUz+KqGV82sNaXg9MVLduO+rP1YiJn6jtg3cBMXymx8dF84aVkp5OWQxdC+fRiIAclArs9gjiWXUffwiBMVhAaEsQue9Ekx9JZYKeTlq8TK2ieHYSZWnJiQrCy92erk4YvUqrpnO2HqRrS4yJ4UyZgJhFNZHZcziDO1AMrDWQlh2PzTwBN0QxI4PkjAocupJB6y8DyejcDlam4nxXvte32cmy8Q5GWtjC+2Mvd+hTcLwmiwZWdH+ZuQdgXNTG6aORuYxoeFwW2ShRsl2h5/VomBeM9rNGJPjOOb11u8NyJGNwL67g1WkGIr45DjgKvBhZQMClGgSMENRYSBdskCnZJ5PzaO57L9e1AJ4N1yfzRRcF2OyW/iy2jdnoAJmvIiA3lkFQ0DrNyEtjhFMXVyhYW6OPuSAVxCbEc9VZhLVHzyvlQ/nAxkNc9xPT1bbYKLFyiULW1sUAHrRkJHHGQYy7x57eOaqxu5FE+3gsz5SgDAvnNt35sc5CzVaJi98kEQjrbWcDIcFU67p5+bPMI46uUKvrHqkkOCuNdyd+bnr+pTW1qU5v6e/W/FjTHHrQ3Edhq68evjvrzvO1DOurLf9hpHmpv8rTU2RiULXrucpO1oVLCdVp2/mzqrJL9XpH4NOmZXB+GsTLCQoMwkzyeOjs2UkG4TsPzLiF8GV/D0FIfLDeSFRHGa/YBfJNUwcC9NrqLY/jIU42lqpDcmz8PmtZOcsw8w/k+tZaxJSOrt+spaSglrqKUpNJSCtoaGVoagPVelkw5nP5Bh5Xdk9xnRVk5K9ghUbLHK5ivVEn4FFfRdXejdmyuleaCZCSnVeK5/aKX9iMRzeUuhprzUMSn4BmegntoDhGNeiZnm6mMD+Gtfxloig6xL1+K44fWLpZW+2CyBF8hiD22P5c6K8fmYhwna9tZwwQzFQT4B/PqhmPij+MqYCUL4MukChqnB2GljeaiOD520fF2QBFNU52M1aYiPavkBcnjGwGPRTSnGihMTudSWArHI5Lxyqqk+HYnM6ZCrv7VEU0lZg5qXj2fTPJwD0sMsNyezQXfn+vDt5E6eymR6AExdXbdmMNpPy0vODy5jc4LxwL4LrKEjvUhmG2hJiGEtz2FB8ZJf5ekAjtdAjigKKB8TDTyGqpK54S3nF0PUmdFZ8/tXlG4pJZS1dNAdXsNhc3VFLbWUtFdT3FuOoF5heRO9MNyD7eHG2nsrqe6u4G67noqe1owTPUBJtZHi7mgzCKlrZ11ehmoSsfDRYHlhkmQtUyJub2G72JKaFocgZkGKhJCeNlFyVbHMC6WNzKFgaGadFydFVg4K0WDIamSbQ5hnMipY5o+pk2F3DipYr+TgLlUydajARyLL8eIGO3UXlDzsiwIt+JGBlcGWLvXTr+xjpruemo3VGVqZ2J5COikryaFr6RKrJ8Jmu1MGPK56Kvk125RuOU3c48+mKkkRBHIfqdQPEsbmbrXSHliCAfcdLwaVUnHzE9B08pFBImtx/z41fc3+O8j/pi5aHnXPwWhuoW5FQMrxmwcr2jZbidnu0sgX4QVUnPbBJhYmm6lvb2c5IxEJGeVWHx/g9/aK3nROxqhrZ27DLLYlcuVGypeuJ9yLhWfv/s0+aQOm2BdT0tJPO85KbByCeDPGTX0zPexbszjuo9SbKkjFbCQqbG4mklCX8+DiObfApq5aZHseQZoZj0CmjYuSnbYq3nrShqZYz0srzVTEhrOR/b+bJOpsJAo2HsqDNeyFiYWe5muS8Htothz2EKiYI93KLLSZsYeBk0nJTsdBPZ5R3CmrpU7K/0s9eZy/oqal66nE93TwlBzKt+dUGNuG4BdeiWdiwOw0MlwXz11G/Onrrueyl49I/ODgIE7HRnYuymxdlLzh4RyGu/2w0ARGrmK7Ru1/BZSJbucA/gkMI/cYXEDa/WuHkNnBWm5KbhdVGFt689vJRuGRhIVLx6PRdfR/gA0v3eQs8tZwQ6XAA4IBVRN9MLdCgJCQjDf2NCydBKwcQnkaHYthvkh1sbLCVUFcPB8Av6trYx2ZuF5RctO+6e/9za1qU1talP/HP3vBs2/03XW0kmJtUswbkX1mJZHYK6OvKRw9juJhi2PH4OAmUTNvjPJxPd3scQg8+25XLumYsfDZkAPgWZEcAC/sVXz8pVU0m4aWMbEVHUq54JSudGmZ3a0gogbGva7qNgVUETeM0Bzp72Cw9eS0XZ1sjjXwditZgaGmxm52cLIzWYGh1sYGutmkT5YbCA9JJzfbZjbPHouO+zvt24QFy7bHBTsPhmOXUwRlSM9rDIME1Wkhwezd6MdxrOv7yM1mvN6mhKDecPZl3/71pd/+7OGTwJyye8sIyYwiNfdlI+1jvjb9NeDppWTnF3e4Xyb1cDkSh8sN5AWEs7v7OWYuzzZPMLcTsFbN1KJ6DfCWi/Lxmxcr2jZ9eiiRiZGuK0vpxPd1QUMMNmej1YZzemqZsZn6skLj+B9ifyJu+6P1mjODhdz3UPBrr/48H++8+XfT8RwsrScpup03Dz+2hpNFTsdlRw4GckPze1MrQ7CRAnawCB22T0t2ijwgkMA7/hlU3XXxDpGJsqTcDr3sBnQI/PATseRqBLa1kTQrE4I5X0vge3/CNB0EdMe955KIrq3gyWGWegvQqvUYOZ4f8Evgqa5Rxh/CcogoLqG4lGTuIlCB53NZQQFJ6HOL6N5cYCVe2101hcTV1RIaFEREcVFRBYVEpKXjyItgytRcXwq5JLV1w1001mSioO9QmxV43K/PYqKP0UWUXl3GO410ZAZziHXn4LmQE0Gbs4CNlLlgw2NnY4aPg0uoPSOCWYbKIkL53dOfvzqW3+sziSiae1ghW4G6lL41k3FHmkEPvWt3Fnv596teirKCggrKiT8/nEXFhCQnYc8PY1T6jDelKnEvsZPu2/ug2ZvPpf91fz7EQ0fanKpme2H1U4G8uKRheYQO9DOTG8B188p2OGu43BMFZ2PgKaFsxIrFzVv/RCLV1wOIaWlZLbUUGtoYmDcAKsGFg1ZOF4JYLu9gIVEYK9XCN9F5JHWpWdydRi4CWudmNoLCQoJ5wNnJQe84wgxdLLAALPNmZy7ImzUxqs2QFNghzyHmL5eoJ3uymS+cFJg4xLA1xugudady9XrgvhM+DtB86uUKlruDsFyA0XpURx0EjcNHh3fHXYa3vPJIv9WB7eaUjl26Wmg2UhuYAQf2YnPn78VNK2cFVi46Xg3sISmOyZYqicuIhHvyGL0Y42Ux4Vy2FXJ8/YhnC6q4+bqIIuTTdRXFBJZVEjYg7lfQGBOPvKMDC4ERfCui4C1VMOn90GzvxitXCw1ebAJKROw9Aji88Bs4vQtTC4PAreALka6S4mOjOIzbyVmMiXmfyNoim2NVOz3ySatvxdoozIvHe+AfGpGW2hKj+KT4097Lm1qU5va1Kb+mfp/GjRFiNPwVkAhhbdMQDfG2jTsPAR2OT+ePmvlpMDcRcfvQkrRz/QBHbTkJvKdm9je5MmgqWOrnQJrr1Ac8hsYWuyHO3U09zXROdmGqSaZP7sIWDirsAl8FmgKPC8J5OvoUjqnOxhpycE3MhGPoAROhSZyKjQer4BEfkgupmnGxBoGbpUl4XhGyZaHomZWMhU2bsF8HZCIpzaCT06Izq/WMiU7JQq2OgfjkluDaXEEFpuozY3igIuSXU+E78ev08+1N7Fw1vDmhXBslRH80Utgl0RsX3O/vcn9Y9juKBoR/fIUy18Kmhu9EjfSDLdLdbylyqduxgQYGCxJQuKteHJkT6rgecdA/hxRQtfiIKy005MVw6feyicsapRYSVWYScM5W1zPxOoIKxONGBpLqRnrZKInhzM/BGDxlGjz09ubKDCXKdnlGcQnNyKR+AbxioMCc6eH28Q8GzStnAWsPAL5PK6Krtl+WG+lKiOOT53kmD3BddNS4o+ZRzhHUuu4vd4PK03kRkbwkUz+lHpLETSPRpfQvgGaNYlPAU2ZmNK686+qB1Y+aG/iXFBH/9IwLLVSXxjP5+4KtkuUD3pI7pYJmB/14T/cw/lTbgtLa0a4U8L1Kxpe+KOSP0WV0s0QK7erSVaosLb15d+P+LHF1n9Dfmw5doNf2yoxP51KfG8XYGSwOkOsHXw0ohlbQsviCEw3UB73eERzsDYDd+lPQdNaKmB1PAyn9Co67/ayPFVPQWEuQko+cW0tjM91MdZdgFypw8ZJhaVLJDcaWplhgLtNmZz29uU/j9zg18f8fzzuY35ssRVbFj0tQv9E0JRr+c0Rf/adi+FsXTv3VkwwVk1lfxtDk43UZcfygZ0/Zu6BvB73CGjaytnhrOHglUTUdfUMjOu5NdhAXWs58RVlpLfpmV82sNT7I2jayAS2Hb3Br48ped0nnnNpBSQ01NMzbQIGWBwuJUih41XvSK63tDGzPshStxjRfF7y04jmi9p80kf6YL2V5uI43nFSYPlQRHOtJ49rPkqxHOBvBE3rjZKD96LLqLrdL0ZPixL50lGcCw/fO7tlCrY46HhPU0TzVCe3apP4/rx43I+DZhP5wRF8bP/3gaa1i8BOJzW7T8YT1t3BAj2Y9HU06+sZGijG95KGfU4C2yUiaI4xxIKhAP/zfjx39Ab/dfSROXRM7E+6Uypg7aLhswcRzeIHngb3QXO3ixIzW1/+86jASxdjOZecR0xdLe2TvWJZxkQlcaGhHHZSYO6oYv/fAJriWkCJuSyCi+WNTK+aGB9qormxjtGbpShv6MTf30yb3dSmNrWpf7n+nwbN+8dh5hnFmeIGcff1dg2ZISG8JVOwzUHAzEms5zKXKNhqL/DylURUHZ0s0sfcUCH+ikD2bUSzrJ8CmiLQaNjvk0XuiNgWZZ0+FocqiA8MxMZZYIdMzd5ngKa1sxzzM/FcrGvl3lQtWUGBvCIVDQ92OgnsdFKw9ZicvaejudrSwb3VfhgrQa4KwvpBHeBGH02PRKJNbdxWE79uAAAgAElEQVTuzeXKJTm/sVdg5iRg5ijW4XwcU0L1zDAsNFCZEcFL/yDQtHFRidFidx3vXQ3njxd0vOy+0eJEpsTGVcOh00F8dF7Hq25iP9Vf2r/zWaAp9gLV8vaVSL7xDeP3p1SYOyrZ7x3JucpmxlcHYbKK2IhQXpGIC3Tzjeu/00m8/vuupKDWdwJG7g0U4nctgFechQe9JB+WtUyJpZOaj0ILyR8zwYqJ9QUD8/N6GtOi+Oxn6mef1UfTRiZG9PafDOaz66H87rjYKka8xs8GTRuZCPK7zyWi1bcxvz7AgqkYnTyAfY7yjfY2G3PfUcFWezXvqbNJGRbbLUzpM/G8qMXa4Wnpab8MNK2lokvtXg8Nr7iJ52Xxi6632KDdSqbiRZ8M4gxdLDPE6ngNWdHh/N5LYJuDgm2OYiuTnfZ+POcdybcFG6A5VYZwI4g9f1HwQVAuBVODsKinPS+KD90VPG+30RtXpsTCScEORzkvOCixdIngclUzU+tDLJqKUPuq2eX0UI2mcxjH8+qYYJCl4TKCfDXsdxbY4RT+s6B5vy3OhwGZJBrbGO5votnURKOpiUZDHWUVmZzz17HPQSGm6bsG41JYz8DqEIyVExUYgLWD/EGEz0oqsFMimo6Z/2xq+pNB83l7OVtlgbynK6Jlxsg6faxjZLYrH7m/lu0OcszcA3nzEdB894gf5l6hfJNez+iiEQYL8PXXYvHdNf4/+yA+jK1mYtnAqjGLYxc0/PaonJ2eYqueb32CeV0iZ4e9HDOvUI5GF1M5aoIVPe2F0bzpHcRXKTUYFwZgqpLIsGCs7BVYyFRYOAuYOwXwl+QK9HNDMFVDZlQw1hIFu1x1fPMPBE0bmdgv1uJaJvHGbqCfyZ5ChMtqbOx/fG6YSxRstZNjdiqW4xXNTM+3Up8cySeeAtuc/ydBU3QMt3ENwi6nlp65Pljth9km2ssS+NRViYWjwE6nAL5PrqBtaRimasmNCeaAk5xtjiI4Wks3Nv0cFJg5KbF8BmiKbs4BvHc1kr/4hvC2u5wtdgrMXIL4PjyPwqEeluiipzQFe4kccwcV+34JaM6Uow4K4vkjcswkgripK1Vi5azmw7AiisaMwADc0zNYm8hX3mp2PcFtfVOb2tSmNvXP178GNKUCZo5yfn0yCXmTCJqj7bmclimwtFew7YmRLCUWTgLb7UM4VVzPKCOsD5URqRQXemaPLKasneVscdbxiroY/UaNZmlUFJ8e8WPbQz0yrWViz8xXrqeibelgfq2X2f4StCpx8f6ih5qX3DW85K7ljatxnC9pYGLFyPJMLanhEXwke9hBU8kuR4EdjmGcr2pidLickAANz9mLL+/dHuGcq2oWTYTopKc6DScPJZYSOdskArs0hWRvmAE15MfzBzs55pKNaIRMYJutwPu6PApGO7jVloW7lxIrR3Hn1komLjAtJXJ2uOp4N6yM9mkj6+ipTYnhK4kfL0iUWD4EmhGGdqZHygjWBfGyp4YD7hpedNPwinc4J0vqGWSQteFSwjQB2MieAPNPkkxgy/caPgvIp24DNFtSwnjf3Z9f28oxk8j57RGBQ5eSCNfXUZcfz1dnVGyVKNnlrOb1q/FcLyyjtDYXlTqUt9xVv7DFioCZvYCNewzajg3Q1Gdx8aqc39rL2e4oZ5u9gu2OIZwub2Cgv4zQwADRPEWq5qUrqUR0tLG4ZuKeoQiNJoTXvMQxOeCh4YBXAK9ciONqeSOT9LMyWk16ZCivuSsxfxqAy5RYSwV2nEnkWk2LmIqMkaWJcrQ3AnlV8vRdd0uJnP/2iOF4STP3+2j6e6vYd8yf5yUKzOz9+W9JCF9EF1FvLCVcEcibMmHj934BaLqIMGIl0/CeNpf0/h6W6Wa4JYcLPwTy5nENL7qreclDwwGPAN71S0PT1MYyvdwdKkUnD+J1mfD0tGeZwJYjWr6JKEa/NgSzzVTFBfOGq5wtjhv3n0yFlYuG1y5G4RmTzo2QKL48rcH6r4hkW0mV7HLW8W1sMRUTJtboY228hpzEGL64oONlTw0vu6vZJ1VgcSEWp1I9K+smcfHqH8SB7/2wuBTPlfp2ljCyNFyMQhHCOy7i5oKZk5K9XjreOhvMO95q9rpo+CCkkOKxPlhupjo3hvfcBMzs/dnurOKgXxYJph5Ya6ejLIm/uCrZZSdnq30oZ0obuIOBgeo0pPb+mDv86DZs6azi0LUUgvRNDPaVovUN5J3jGg4cD+DwcS2veGk46KFmv6sKa4kCC5ma1wLyyB7uZZ0OumvSkZ7RcHDD5GanVM2Bk0G8dy6QN4+rf/Z+3WEnYOMRS0BHO+OGPM75qvhvWwXbHJS8fC4eVUcns+tDQCtVmXF8JVVg5uDPCzItr0RX0j5tAurJiI7g0Nc+7DodyYnadhZXjaz35nDKT4elk5KXLsVzsryV+RUDq325ePoFsVciZ9eVJC61tjA9XIr6opYDdv5ssZPznHMUp0ubWVxroy0vikNuanZdTifR1MUaXXSXp+LoocDCQc5WRxX7TicS2NbGCr3casjizBklOx382e6s4YvUarrn+1jrzuHyVTlbHAR2btSnb7uQTqypB5brSIsPxcxWgZnTz81BMVthl2s4J/JqGFgehtV2uqtTsL8QyGteGg56aXnFS8vBM1G4pVdiuNfNnb4CfrgSwEGJuIlhIxN44ajAofMppI2KqbM5AWG8d8SPbVLx2C28QnAqaWZ8sZepmiScz8j5jYM4/rs8gnEsFs2AZupTkJ3x59cO4vvCWirC8H7/HDL6u4Fh1kerSA0NYp9MyU4n0RzqgH8mkYYe1ujhZls2py4HcFgmQrK5s4oXTwTy7rkg3vFWY+0sx0yi5MPYMurv9kN/EaobAlsdFOzYqE81c47Bt7aZ0dFKogK07JbIee6YnO3OwXgVNTCx3klPaTLfS/zZbitg4RaNuk0EzebUOL4+6sc2R/kD0Ky53QuzlQSHhbHPRcOrJ3Ucdhc3IK2kSrafScSnrlV8tt6ppzAimNfcxc3Ff/XialOb2tSmNvUvAE1rFxW7XdW85KVlzw8ZBHd0An3cMRTicyaANzw17HNXs8fl0Re9EitXLS96RnG9qok73ITRKlJCgzjspcb64QW7TEzhsToRxsfh5Rjm+4B26pITOOYi2sr/5LdlIuS8459OWHs7CysG5sbrqS7PQZeUik9sGursIgoMbUwv9rJ0p5ac2Eg+9RQbmT/4LVcVNm5aDh6Pwb+xlTtj1SREhbDPXcNeqYC1i5a3gououG2C2RpSY0J5UaLEylnFvuM6XosopXS8H2invSKVIx4aDrptpPm6qrFyj+JscSNTC3paCmP5nbcWG6nyQdrp/fG1cNHxzrUMMkd6WGOQxc5cbsi12Liq2S3bAE33RMK72llZNzIzXE1RcTaa+DTkKbkkNDTQf9fI8nILtbkJ/MVNjBz9oh1iNzWWzsHYRhWjXx2C5Q66c2P483ktezy1HPbWss8lkC/UuZSNdzHWkMz359U8by/nBZcwjiRUMLg6CGs9TDenY3tJw7Zf4FJq7arCUqblzfNJRBk7WWaIlZ58FIKWfV5aXjmh5WWvAF45EYOipY3Z8SpiQ3WYOW04kcq0vHYjjZjOdhaXjcyO1VFRlkNAQip+8emos4soMuiZWjKxMl5NVmwE73uI7V+enpYobmRscwjCNr6M7tURWO1ktDGZb06r2en49GjtXjc1lheSuFKtB/pZGq8g+GoQ73loeck7gMPHNVifjsW1sJ7bd+vJCwriPRcFOzZcZR8FzbongKaNixi1sHQJ4LPgfLIHe1he7mFyoJqCgkxUCan4xmWgKyyneqiLuSUDM4NlhGmDedNVyU7nn1mMu6mxkoYgTSrHwLBYq5seyedn1VjJ1OyRqbCUKNh9KgJpTh2DswbmZmtJCY3gQ2fFEyPET5OVsxILtxCOxhZROWpgba2P1flORoyV5BVloY1O5FxIAmfTi8g0dgNGmCxBuBHMQTs5L0i0fKzOJvumgZXVXmaHKshMiOHrswEcOh+JW1IROQ3lZCaE895xJc/LQvHIrsa0ZGT+VgUJ4eF86B3A6z8koWloYXrZwHh7Hj7XNeyVien5Bzyj8a1p5h5GbjVlc+a4hkOeGva6KrGRKdnuGoFXbh2313qZGSonNj6ZqxFJXI5K5mpUMlejU/BNSOFySDTfnlSzX6rE3CUUWUYlHfN9rC51MNCSh1IbyrveOt7zTeB6cSXVtbmoNDrxOj9pU8BVhbVrAG9dSCba2Ml0fxF+2iCsXNTsdVJg5RHM50nVGO6ZYKwEQROIpb2AjUzFvtOhfJxSi/FeP9BEUUocn0rk7D4Vxp/TaxmZN8GyHn1TETG5ReS2NTEyZ2J9vQ+mGqiszUepCuH3N5I4p++CtXa6y1LxuqzjsLuWd/0ziOtpY2a0krgAHfulAjukgXwbJ7a2WJ6ppyQtlj+fCOC18zGcL65jcK6XleESgnTBvOSsxEqm5uCpEBzy6ulf6gdTIYJSy153Nftk4ibCAf8cMoZ6Ya2RgoxoDrlr2O8qpl0/dX7LlFg7q9h/MR6fqiYmV/tZW+pirL+agvI8QtKzCc8rpri7lfG5HqaGyggPCOaNh+6b3W5qrKQ6/uCXScFkL+u0UBYVw9cuSmzcxXfaq5eiOFWtZ3rFxFxzOqd9NFi5qtkrU3H4QiTeVa3cWeljQZ/JWR8N1q5q9m68Ly2lKna5RnKlqolZTNxuzebcSaUYSd+I1ps5B3Ektpi6GRNry12MdRcRHhrBRyd1vHEllvM5ZZTVFxIRGsRLbir2egXybVoVbXMDMFJGeEAgB7w0vOimxFqqZIdzLP4NelbpZqAunVPXdRw6HsBr15IJbWtjdqKalOgwDjkJWMoCeP1cIhGGTlbooisvBWdXFfvclJhLtbzkk0PhaA+sttBQmYcuJ5fo3HTOXdSIpRxSJdsdAnFIrqRv1chUbz5Xz6jZ7yw8JStqU5va1KY29c/WPxc0pQLmMi0Hr2cQ195E91g3U4t9YtrLUg8Tt1ox9FcQGRDK71yFB5FCa6nALncdhwPzyejSMzHfJ9Z7rJmYvdNIQ3Uqtt4a9mxE/3Y6CLx1PQF5QwvGyV5WGUBs2dHNUHcxoZFh7NlI2bt/bFbOAhYyDW9ei+dyQSVto53Mzfcwf6+Hu7M9zM0bWLyrp7c1H40unI88RMOg+3WcVk4Cu48H801SGRWmdm4v9sFqL3enWmlsyOXKRRV7pQJmnjEoW+pobczh0jmB5+01HDqfTHhHE91TRuZXxWNdme9myFBJemwohz1VmF1PR9fYyu2FfqCPhZlW9B35XL6g4/BGOqW1swIz7zD+GF9O82AH0yv94jit9nLndjWZGXH8QSqwy1GFpUcCYd16Ju91MTmqZ3LWwNxsD7Nz4mJ7YaKG3JQ4vvdWs8f5F6SvysRUtF0/JPNDeQNDU70sMwj0sXK3ncGbrXQPt2IYbqV7UM/AbQOLSz3cbkjiL+fVbLFXsNUpmL9EldHLMNDNRFUi355Vs9Xx53enrZ0VmB8P5ZPYMhqHOpi5f96L3UyO//h/e4ZbMYx0cHuxH0bLCAvWscNJiaVMXCTtlGk4fDWBawVVdE3cv/5iO5G5uR4WZloxNeej0oXxtqeSXU6/rKZwl73Am0ImibdMcLeBkogQ3nQTnui2ayVVYiUL4Lu4IrJMXYzPi3VqrBqYuqXHOLRxHsMtdI10cHPOyOrdenJ0gbzzKGhqimhf64P1NuriIvjyCaB5f+5buQbwe0Uq6uo6Bu50szDXw9zG3J9f6GF+qomWqiwu+wXzhqtYw/xEwN6IrFv5pKGoaWRkppfVjXmwdLeN/qFSdMow3ncQ23BYegTzdXQJ+hmxRUljUgzfyJ5skPR0idfCxl3HH1WpaKvrMN4xwHofLBmYm+nkznQXU/d6mJ/rZnq0jobiJOzPabGWiP00LV0C+SwgizRDG/eWjazd62T4lh7DLT0jtxpoqMzk4jUdL7soRZfmExG4phRTd7ONqcl2+m/qMY53cOdOC13VWVzw1fGSkxxLryC+Tiyj3NjO7QUT0A/zPYzebKKlNZfzZzUcdJSzxTuOq1XNLDLA2lIP09NdTM90MfOwZruZvNNMe20Gnme17HMQsDwRgXtqKU23e1hbMXDvTjumm62YRlsZGqgiJzUO25NiXfajc9VSomDfuShkuTW0jWzcN8s93J5sprwoDc+TCswlal68kEy8sZHGwmScveX8ylbHh/6ZpA/o6Zsxsro+ABiZn+mmX1+INjCYw5cTEBpauLPWD2smVhY7GemqoKyigtYZE+trBmZHa8iLjuBT30ROVrewutjJ2O12Rm7q6R3R0z/ZwfhgBalxUXzoId6jls5KdnsG831kPjlGPbenOxi+qad3tJ3bU3qG2/JRaEN4VSbneWkg76hyye9rZXjWxBoDsGxgcqKeosJ0Tl+IRaipp2m8h9mVfsDI3N0OutpLCFbreOVZRmUbWR77z0ZzIqMc/aQB6IOVXhbmDSwuGFicaaW9LhcfeTBvuQlYbJRCWEoEDlxL4GJ5A33j3cyt9QMmFqY6GWjL5VJwHF+EFFJzq43R+T5x3ix0MTpeTXxmFj8E51M9cv9vA7DYzdh4LblZiRyRiiUXFlIxdf+zuHJabzbSnB/L+04CVg9lDFg6KbH2CMU2ppCKm50sr/SyON1B/009vaN6hodrKM1OwOFcIK/eyCSpq5nBu0aWGYAVA9OTbXR1lxMdFMirbgLPOUbjU93A2EovU7f0jI23YripxzjRwcTNavKSYvjSVY7N6Qicc2rQD3UwvSy+01Zm/y97b/0e5bX+//4X5/xwzrm+5/qe/WmLx0OQtlChutvu3b3rbkhkLAIxSHCKJZl5RiITd524u7s7Ibi7F17nh2cCAUIL3exC6frhdbVk5pln2X2v9V5yr2EOjdaQlhbHYqUeZ99EttS3c/TaOL9cHeHymXbaq7LwCjSwRC1hr5GwcTXwTVIVnce76a1M5X0v+WiGuDtTIBAIng7+WKGpkXD0NLIkKBFVvIXtabkEJWThG5OFX7yF4PQ8tqZmoNgawWue04LxaCScvI28tC0F7wQLwUk5+MVk4htvYUNKDkGR8fxjnQGXqU5cJbEsKJaVZgtbknMIiMvCNyabwOQ8Niel474zAhfrmZLp6XNS6bBTSiwNjOFrbRo+cTkEJVsITrYQlJiNb2Qy32+L4HW1/L2pYCMLPeWVoYVrw/l7aAaBybkEJ2bjF5fDhpRcNsYk802gvJpopwzna2MK6rBYPlBrsVUZeDEgDvd4C1tTLKy3pjUgKY/NyZl47YngJW89DkEJuMbksDEpB7/YHAKTLWyKT+HbACMvTq2qqXU4rI3k7b0ZBKVY2JCQjW9MFr4JuQSnZOGjjeYNjbzty9kris+0qShMKbhJqWjiLAQlWwhKymF9fAaeUiwf+upx9tA9wpk5Caf1cXwXmcPmFAsBsVn4xmYTkJTLlrQ8tqfnsc363y2pFtbHZqDeG8Vr66wrgyojrwbFsTIqE9/oNNx2RPCqj/4BV81MQ63DYW0Eb+5JZ0NKLkFT+Y63EJxy573b0vPYlp5LcGIOfsZ4Pg02yjP7t+tQx3yFnpcCo/lWSsP7rvrPYm1EMj9uDedVTx3zlTNdFfGAclHpsA9IQJNZRmldLj5B8rm9mcpVPkdq5L09aaxNymVjkjUvcTkEpeaxdVpetqflsikpm3WRyXyzwchLntagHBotc1TRfBlfyyT74JdOyqLj+EitZcGDtuoq5S3Er26M4ydjBr4Jljt5T8jC25jAlxtNvKzUYjvjNRnT8uCpxzkonpXmHDYlWwiIzcQ3NpvA5Fy2pKbjuiWCV1U6HDUSth4Sr2xOxdDbx6XzzeTExPGuR9jvWpGwt24ZfX1THD9IaXjFZhOYKOdjY3IuG5NyCIhJR6GL56tN4SzzlsWXi5csVB09w/nH7mQU5mzWJ8ttdluahaCYFH7cHsFyjYTz1PUwHhKLfKP4QkrHNzHXWi85BEYl8/0mEy+rtSxQSiz0CefvIRkETPmEmCz8E3LZmJ7LxrhkvvKTV2DsvMNZoc0npr+XK9eHOHmwk/GJdsYmOxib7GBkXweTxwe5yn642ILFZObvmjBecJdY6m/mq6n2miK3ka0p2fia4vl4vZHFD7gb1UmtY5FfFB/ps9iYaiEoIVv2w6kW1pvi+cRXDrjk4hXBT+Y0PHaYeUulZYHSxOubkvBOyWVrco5s5zHZrE/OY0tCGmu2mnDxNPLG9iQ8zNn4J1pYn5iJKiSWT4Kj+caYgU9sJmsjkvl+czjL/aN4b3cyXpFpqMzZBKXksS0jj62p2fjqY/nQT4/9tDw4KLQ4+0Tw4Z5UvOItbEmfqqdU3H6O4BVPHTYeOuw9TbyyJZl1yblsTs7BP9bqE1Jz8Dcm8HlANCujctiYmsuGeNlXrU/OY0t8Gq5b5FXN37zSSaNjvkJikb+Zb6Q0vK1tbkOShQ2J2ayLSOKbTeEsV91tN05qiSUbYvkmIoetaVa/H5tNYEoeWxJS+GZHNG//nEqg1cb9YrPwS7SwMS0LjS6Jb3ekEpg67bOEXDamZeOri+V9jSRHGLauWi4JiucHbSI/bAtnofrufs/FU8JWIeGyNpJPw1LxjM1hg7UNbUvNISAykS+CjSxSGXgxOBFNYi5bkq2+PT6HoNR8tiZmoNhu4iUvCTt1BB/uScI9KgNNRBZBqVa/m5qDf3g8H/kbcHbTstAvin/rs9iYesdfByTnsTk5A/WeSHkngMbIG9sScY3KJiDRwobYVFb/HMnrXvrbE5uzvBNYX9PC5P56UvThch/7WKKYCwQCgeBx8IdvnXXxlFeg5q4J4fnV9/PC6lDmKWXh5HLXsxLOyjDm3PdcKLPcrGdept7hJYvG+a4hvHDvO9aEMW+GewtvYw3+Mc9Njrh3V9qsERwfGA1VI+HgEcbse56b5SpH5px6ZqmXnkWeU4NcPc5qLfPWzJTWUDn6qUaPi0rLfNfQ+9Jjo5YHYFNl5aKRcPC4P+3PWyMH3lmFsl5vsiaU2a6h96Q5lFmu8rmbRw6ooNaywC10xrq9n1BmuetwtJaDi6eEo1LLXOtnsz2snz1Mu9LIZ13vz/cDcNWyQDnTb1vr3/X+MpyK4PlQZ1XvwV5t5NXASD7bHsEyTz0Lf+M37BUztfUH2MyaMOarpkWdVYUxLzARt9JOrtwc5fpkKRt3RrD4NyYNnDUS9oow5rqG3tMW5TNz8xS6+yIxP5AZ2qtMmCzSvaw7FTQR/MtYSOFkN+ONOfhsNv7qluLfQo5aLOdhprbwwupQZlvz4njXgFtOj437/fb7wpow5nncnXcXTz2O1jzOuue7c63l5PIrPuH51SG84Cqv3Dp76nFw07F8bx7xvW2M9hQRrE9iTUgCa7SJuGoTWbk7AZ+UEkqPj3H9cie1MTF86KVlvlq2mXkz1pksdn/VhtU67NzvfTaEWW53zg+7WH3W1OSci5eEo0rLnJna4xq5fuWrXqbnO5TZ7loWKO74ulmu1rYwlYY1ocy+xw/OctViM8MKlZNKxwL3e8te9nH2aj0Lrf7ESRk2QzrltNiqdffV3+36Vt7tV3+9T3tQHVh/yxrA5r62qpbP9s5UhjZKHQ4z+rNQ+UykcubP5rjfv23USSkHJZr7gDtyXazlOX+GPu92HXk+uN9+YY3cZztZy8LWPYzZq0OZdU95vOBqDVZlFYoztbvnV4cy97b9S9hPa0MvrAllrocOB0+5zSxwN/KBuZLGEz1MduShXKuzHgX4fb5DIBAIBI+fJxMM6C/OVOAesb3nr4OLp4SjSoet8r8/ELJdE8bLO7OJ2DcClzppy4znvXXyFSwPM3D+o7D30LFsSyo7GlsYGyhHr43iFbXuEbfN/vlxUkvYBySzraGLsxc7aLDE4OwaJos2Dy3z3UL5f78N4eWduWQfGeHayXpiQ6NYofrjrnCY8llPuqwEf21kP6plvoeBN3dlkzbez9VTTeTGR7NcKR+HEf2qQCAQPD0IoSkQPEM4ayQcvKLR5NYzcWWQI90FBASbWKp8hNXIPwQJe4XEiu3JBOcVodObeeuvGC3SGj3TcacF89Aw0M9IoxwsytFV3nEwX6lnyfpkNpY0MXm2m96qTH4MMOKk+B07DgSCPy3yZMeitWa+MOWR1N/H5Vv9jNXloPB71Ht4BQKBQPBHIISmQPCsoJFwUOh5z1SIZX8f5/ZVEqmNYJnn03tuycVLzyJva5Tpv+gqv7NGwnZtHKqcWgYujHL9XAdtlRZ898Tx8dZYvjFmIdU3M3Ksk6HmfPw3mViqlmbcjikQPLNodNgqDLy6JZPogT4u3Zzg2mQlkj6SRe46ITIFAoHgKUQITYHgGUE+Y2nii9hC0hrKiIsw85qXHBnzaRVwU/fYOjzFafxjykGPk18Ma1IqqDvQx5kLgxw72c+B4/0cOtHN+Hgtlpw0XAONLJ26nuIpSLdA8EfipJZwXhvFx+YSygZqyUhK5CO19qmdSBMIBIK/OkJoCgTPEM4aA8vXR/HBpkje9JFFppjp/xOgkbBTSbisi+SfPyfwvZTCGmMq7sZU3PTJ/LA7mvf8DbhYAw0JkSn4a2KNb+ATwftbonjH18CiR4gALhAIBII/FiE0BYJnDEeljgUeWmxnuKdT8PRyO9CJNRr0rGnMcZMjyIqImgKBHLF3gbsckViITIFAIHh6EUJTIBAIBAKBQCAQCASPFSE0BQKBQCAQCAQCgUDwWBFCUyAQCAQCgUAgEAgEjxUhNAUCgUAgEAgEAoFA8FgRQlMgEAgEAoFAIBAIBI8VITQFAoFAIBAIBAKBQPBYEUJTIBAIBAKBQCAQCASPFSE0BQKBQCAQCAQCgUDwWBFCUyAQCAQCgUAgEAgEjxUhNAUCgUAgEAgEAte9iVUAACAASURBVIFA8FgRQlMgEAgEAoFAIBAIBI8VITQFAoFAIBAIBAKBQPBYEUJTIBAIBAKBQCAQCASPFSE0BQKBQCAQCAQCgUDwWBFCUyAQCAQCgUAgEAgEjxUhNAUCgUAgEAgEAoFA8FgRQlMgEAgEAoFAIBAIBI8VITQFAoFAIBAIBAKBQPBYEUJTIBAIBAKBQCAQCASPFSE0BQKBQCAQCAQCgUDwWBFCUyAQCAQCgUAgEAgEjxUhNAUCgUAgEAgEAoFA8FgRQlMgEAgEAoFAIBAIBI8VITQFAoFAIBAIBAKBQPBYEUJTIBAIBAKBQCAQCASPFSE0/0I4aySc1BKOVpw0epyfgnT9LjR6nDR38uKolv68efkP6/BJp0nw5+O+dvQUpEnwlPAX9a3/Te61N8dnpR/+1Tzf046e0XzeRtjNM8MzNVZ+CnjiQlNU3h+ERsJRrcNOqcNWocXGQ4f9n9gROmskHFRTedFiq5RwfArS9d/GSS1hP1WHCh12KumJp0nw52LKduystmOj0OEgJiwEVpzVf03f+t/D2vcqtNhasZlme3aqZ3PC8O6+Sm5Hf9bxxsMg7ObZ4a6266GVbfQpSNeflScqNB1UOmyV0l9skCPhoJJwUP9x73RWSyz2i+ITbQbbs0uIr60mt6mYbbvNvK3Q4vDEy+QR8qKRWOhlZMW2JLwT8gkvqyKntYr47HRWekssUj+Lzl3CSa3HxTuCj0PS2JBRRHR1LXm1xYTFxPKi55OfPZXFy+OYtZbz4vAnngT5Q8pbLWFvXSV4lDpy1uhZFhzH6qgcwgoryGipJq0kB3WAkZdU0p/KFwgeL84aiYXeRt7YlohXfB6GEtm3xqan8b2nhIvmCflWjewPntZxwq/ZorNGx3x3A2//nMaO0hqKepqp6WuisquBwpZq0soK2Bkex6f+ennV5CnN46O1Iz1OGhN/35GET3IBpopq8uoriE9P5F0/A/bPmOCcbjee0+0m4wnbzV8YJ7V1PPKodamWcFkXwT/2phGcXkh0VTV5rWWEmeL4p0KLg1jZ/F08NqHppNIyzzWMOe46HKf9e65Ch4OnHpfplanRs1Bt4M0tMXyxNYq/r316O5HHibNGwlah5w0/A6+s1WOn+GNWoxwUEm/8nMbumib2HRviJgeAbmpiEvjUNQybp6BsHr6dSbj4RPBFdCFZra0cOTcO7OPSWBnbfSQWP5ODZQl7pYElfonsqKij68gA124dAnoYqErhFU8Je9WT67ydlBIuXnpeCTCxTKXDWS3h5PX78mmj0PPqOgMrfGX7eBYGXo+7LThpdDj4hPP2Wj0veumw1dztXx9YT2oJZ42RT6IKSO/u4OT5cWA/nK4lcqOJVxU6bJ94/gRPCkeVxKJ1UaxKK6dquJvzV/YD+zjbX8xGTx2L1E/At6p12HkbeW2dgde9dNg8VQM9CWeNhL23ibfW6lnmJWEzzV85afQ4qML5t5RHykAXx092M9xdS3ZzA62Hh4GDwBAHGi2s3yhhr9Y/Ayub8qSogyYaz8xy6if7OH/9ADDCxb4cPltvYIH7syU0p9tN5TS7OTdQ8uTs5i+Mo0LH4nVGXvcz8pJSh5Pnw/sMB4WO5ZsS2VBaT9/BPq7emgQG6c9L5yfXMGyfKv/z5+ExCE0JJ6UOF78YvtanotZGs0Ij4eIXzffhqbj9HMVbXtOFpISjWo+DTxyBRVVUNhawba/pmZvluhdnjZ6FXhH8U5tDeGkJ5pRkPgvU/yHnFhxUEiu2JqJJKiKxppHhS2PcvNlBcVQ8H7mF/akGl85qCRdvE//Ym8q66AJyero5zyhH+4rZ+AwLTUeVgcXrYtEk5xFW1UD7sVG43klLSTLLn6DQdFZLOPlG87U5D3N5MVJkLB+s1T/yCuvULPjbuzMJKSohPjudH4IN1nMvT7r8nxYkHNQGlm6IR51RQkpRLhtDonj1Ic9YyiuaRj7UZrAxo4zC7i5OM875Q1Xogk28otBh98TzKHhSOKokFq+N4MsIC3tyKqgZ7+cqIxzsKCDgCQyYnTV6nHzMfB2bT0xREfqoWN7zliefnvxYQV7BXBQQh3taMUlFeWzXmnldI9uis0aHo0bP4s1ZxA70c+tGL93l6Xy/Loy57gbe0+YS19vLuQvddFVk8MM6efv6n39iTa4fR42ZHyOz2VVWS/n4EPzSz5H2LD4ONGDj8WyN9Zym2c3uaXZzqLPwidjNXxlnjR6XwHiUqUXEluazPSyK1730D33G0kEpsTwoFtf4QqJKauk+NcJNemnNSuU7tzDsngrf8+fjPxaazhoJe68ovkuupGlfMw2FKXy6zsz3yZW0TjZSkJzIJxotNlNbRdU6HDwNLN1dSMGBUbjZSaUlkXcU2mf4wK2Eg1Ji8doEdnb0coUjcLiKSIMJG9WjbX/7/fWkY95qPSu25GA5Osz1W52Umv98QnMKR5WO+W5mvAuaOcIYx58xoemk0mHjHsY8Dx12U7ajkbBX6XhhfSZSzwDc6qK19MkKTUeFlkU7swgbGAP2wUQh3ptMOFt3Njx0ftUSjmozfpXtnOAYnGkkNyYCF095pv9J18dTgUbHAlU4b4aV0nlpAhhisCCNlZpHm2l11uiYvSqc7+OrGGScC4erkZ4SoemskbDz0DLfXYvNDOdiHJVaFriHMU+cK/0vIeGg1LHALRr/slaOM8rhJzFg1kg4qg04bMgmaXQYmORcbxGb/HUsfMQt4/9pOhyUWua7hzFfIb/XxVPPQo0OG7WJ5buKqDuzDxhloiILhZcWO418LMjZJ5zPMurpvTjK1f4itm7TMV8pl6+j2sjre3IwWrJYr4vEQaF75sY+Tsow/mdtEpryTm7dGuBoRzafPAtCU6PDziOMee5abG/HSJDrdf40uznSJYTmf4c7NrnAumNyoac1gI9K4hVjCblHJoEhDrZk8aWPvOvqoc9YanTYuEks8U0lerifq/TRni2E5n/CfyQ0nTUSThojKwzFFE10sK8jD8+gCD7QFlAw0Ul/dRbqTQbsFXcci6NSx0KfKFYVNDF6cT8wwoG2AgL9dXLErmdy8CALzUVrY/Etb2bg3BDHu4vYscf4xwUC0EjMX6Pnja055B57NoTmAjczPgXNHH0GhebideGs2BDFO+vDecVH/ttUEJfZG54ioanUsmhLKhvrujh1rofRVguuQSacFTocNA9/HlkWmpG45dTSenaE0yMVhOsjcNEIoXkbjQ5bVTiv7crDsq+X0xfaKU1N5guN9pE6QGeNjjmrw/kxofqpEprOGj0uXkZeCYzk7eBIVvgaWXJXvgws9YvgzaAo3gk08bK36PQfPxKOKh027tEElLVy4okKTT0OAWmENnVw8kIf3TUWNL6S/Nkf0mfqWehl4CX/SN4KiuKtACMvTrU5jQ47tYmXt1lIHerh9IVOqnNS+d5Li71Gwl4psXhdLEENnZy4NcS+ikwUXqHYqvXWFU8JJ08Di731LPJ6FlYy78dZFcZz65LwfMaEprO3iVcCo3gnOILXfA3Wv8t2s2Ca3Qih+d/CwMv+EbwVHMWbASZemqoXa6TYl/fmEtXTx+lz7dSXpPLRowpNTwkbN4mlfqnECKH5WPgPhKaEg0rPQp8EtjZ2cu50M5bkaJb6J7Kuto1jZ5qx6GP4u0LLgmnbZu2Uel4MyiBmqJ+LtyaBSW4eqiMt6vcPKp3vCSn9a+GlZ/zuPY1HFtD3hza+79lpz80Uvvx+AWng5YBI3t1k5r0N4Sz3efDzzpqH/c0Hh06/e4VYwsbNwNvbLeQ9pNC8N1T31G/O9PfbZT1Tmh+iru7N14zhpac9a6+SsPGIZl3h/ULTfsZ3/LaD+NUQ9A8oD8dpbeP+urq/Hc1YrtPqyUkt4aQx8GFsGQX7BzjUX0ZoqPF23p00EvOCszD03i00bZU6HO76zQd35jPbwAzff9iQ/N5GlgdG8d4mM++uN/GSt14epHnqcfHSWweND+ZO3cuDurc3RfN+UASvrjVY0/uAa10eYB8z5fvB7e5OHT3MhM9vtZH7bOg37fLRbNnZU88in3DeCDbz/qYo3vQzssRz2u89pC+Y7xrBysRqhh5BaN5fBw9+193taOZycLwnTXYKA8sCU9B3djBxqpWChCQ+cw/DXiNPLC1cG8k3mbU0He5nf1Mu/tsledVzBt/xUD5+uu+6x79MtYvf65MfVPczpeVR+7V7Rcl/aht3v0uHvfL3C81H6Ysf3C6mbY/1MvHqetm3vBNo4qUZzn7/3vr+rTJyVGpZHBiDsrSF/iM9DFRksCZYx3zrKpazpx4XHxMrgmRbfMvfyFJPPc6eEvYKPUt9kzH29XGZAXry0/nJ2pZv9/nWKPB2D5gkfKCveaRJpYd//sHve9hx1D3fU2uZ5ZeMd8WvC82HHRM8rC//tT5rxucftjytExz2m7MxdnRx6EQDqSmxLFJZf18tYaeIYX353ULTRaXD9hHy9lA+9RH89K/9xm9duzM9749yPc/vscnf9lsSjmo9jqoY1hXWM3Cqh/aqHFQa6y4H6++6+ITz2gYz722SJ4eWPJTPuacv8tDzckAasSNCaD4Ofr/Q1OiwVxtx2ZpH7n55D35PZTab4/KImxjl+rU+RmpyWLvRxFJrmGdnlRZ770g+iK2i60w/B4/0ceTkKNzoprsqnU899Tg/YhhhZ428ZcFmKmT4PaHDHWf47l3hxafCUE8/xK++E9p4gTW0seP091ifs1FObd+ScJwW1trGQ8sChQ479f0O1dY9lFmrQnjOVd5O7GI14ruuG7CKBif1tL9N/eYM5XPX9x6Yr0cVmtb8eshlsMBanvbqu9N6+zPru5w1EvbTPrvr6oR7riS5U1/3XrUil6fd1PsVOuxV1jKeeqdCx4IHCE3bad+bage2vzmjdU8dKu5J31Tap+V5gYe8dcbZ0zpoUEwvDx32KnnQJj9jHVBo5LZ1bz1NlZHsBA18kl5H99WDcKKWRINRbpOqmYXmMo2O+e5aFszYNmewF9U0G7irzf1Gu5r2/7bT2qGzWoeNWyjPrQrheVctdmo9jmoDf9+bwc/pOWzWRuAwtR1yenu+bSd36sDeI4zZq0J4bk0Y81V3t5vp13HYz2QfHjPbx9Tz9/kIhXWgp9Rh+ysDvum/8+tt5O5OaMqP3PveqfqeSdg7zlA3U+3M0eprnFRa5q4J4bmVocy5J9javWXyIF/wyEJTM2WT023q3vKfyZat5fAw/sndwPL1GaQdGAEG6c5K5VtXeRXIXqHDeV0Uq0rbOcYBGC1mxy6JeQp58DG9fd9V5h53ytxx2kDzLh+mkP2tg+qOv7FVydvUf69PdlZL2CtnaCfWunT6jQBOt/Nxn+3dY6f/qW3c6xM8wpjvFsacNWZ8S1sebevsg/pixZ3+4T7/ck9dTfnOO32GjgVuoTy3MoQX3LT3tc+H6dMfVN+/VUb2HloWrY/Dr6WPq0xwrSMHr006Zt/eoSXhpNYyz1W2xdkeU9v4JOw99CxZl0LEQB9XGaA7L50f3cKwU9+JLuukltNuN+PxGau9zeQLZijLXxsbzVQ2M/UNt8tjhvdN//5U27S9p45trX3Ibdt/CKF5Xxpvt5cHXL/2K2MI2ylffm8f46HFxuPOeMxZfWdsd9u3/kZZ3n63Wo/t9gIyJseALmrz4nFRWCOcziA0/TVanBVa5k33yQod9jNOfM9c57dt+mHSeNuu7v+NB40d7yv7aX7tN8cCHnfGAlP+7KHa3e/yW7Kvt1fGsrW+k2tMcLqrkAC1DmfrTjZnT1lnzHcN4blVocy+5wiP071++QF9kRCaj5f/YEVTh73awMLgbFLHhoDDMFFJviWXyOExYBJOVSKFRrHMTXbA9u46XlyfxKaWLk6fbSY9s4S0hi6uso+zo+Xs3WJgqVrC7iFnbxwUEovWmvkxvoiElkYq+5qp6W0gv76azLpy4gqycPM1sMQ6aHDyNfNtVD7R9fWU9zVT3dtIaXM5kfHx/MtXYr67hMvacP6xK4WA1AJMFVXktJSyKyyaD72j+CmxhLT2Riq6GylqqyIhJYmv/LW84GHk7b1ZSNV1lHY3UtJRh6Ush3U7I1im0MmGpwhjjquOZRvjUcZlsckUz1cBEnZqA0vXx+Iamc2evDJSmmpIy0lj1SYjr+zMJKSyltLuJko76siryCVwTySvKHS3t984q/Ss2J7KhtwKsjsaqehrpqqngaLaYrQRMby7TsJWKRvPgocRmhpZDNn4J7Eut5KyzkbymurIba2noLWcUG0SwanFJHU2U9Jei6W5nrz2Ooqrc/AIDuedXdnsrqqnuL2BvPY68uvy8Q0y8bJ7KHO8IvnUaCGypo6S3maqe5uoaK0iIScd12ADS9y12Kj1LFkXxZdSOpuziomtqcFSkYOXNpb3QrIx1daS21iBOS6ev3tHo85rui00N3jqWOoVwQ/JpSQ21pPXVk9JdwvVfbVYitL52teAywyC00kl4aQy8U9tNmHVdZT3tlDT10hpaw0ZVeWkVuXjvyWetXFFxHc0Udhai6W1gYLWGtJS4/nAz8D7xjwiGhopbGugoK2W/Mpc/MMzCEzMJ7K6BktNIZslM0vWxqBIKyOzo5HyrkYKm8sxxSXyxTpZzNp7hDJnTRhvx1VRf3YCJisx7tbywuoQ/mdNGDYqibkbrUKTTuoKElm2NppViSWktjdS3t1IUWsFUUnJfOMnT5BMOVpnlQ5Hn0g+NVgwVddR2tNMdV8T5W2VxKck8VWgXh4EqHU4aQws25JCcH4Vhd3N1PQ3U9lWS25dJUlVpUgR0bzvq2P2mlBmK/S8vi2ZwNgMNhmjeWOdgQVuRn5IqaLl2CAnj7RT19NEVU8TNb1NVHU1UNRSi6Wlgfy6UgzmKF7ShPHcqjCWBMawOjqLTeYkfgqSB2Uu/tF8b8xkR04JSQ21ZBRm473DyMtbUthUVE1RdxNlnQ3k1xSwXR/NG1ZB7+wpsVCtw8Y7is/D84iuq5fz3NtEVUcNqYW5bI/LYH1SPsbcPHZFxbDcZ+ZARo4qCWe1iX/rLehr5TZS29dISUsNGVUVpFbl4b8lgteUOhw8JRZ4SCz2j8UzvZik5kYqe5up6W2kpKEUnTmeT9fpbp/PdvHU46zWskBt4t3d6ewqriKvs4nq3ibKO+vJrS5Bik3iy0A9c9eEMU8dzudhaWxKSUe9I4oVSh1OGlnoLt2YxPrsMjJaGynvbaa6p5GShhK00XF86CXhopJwehShObW65GvmG2Mmu/NKSa6vJqW0kN2RqWzOKye1pZ6i9gbym6tIyslAtc0kd/xqCWeVxPJNifhklpHe2kBZr+x3SxrLCI+N519+emxVcv5n/RSGo3cyUcP9XKOH+sQEPvx2F//f6lCeXxnCHKWRzy1NjF3ex/WePAI27eV//RjCLDfZdpxUOlz8Y1gdW0RCYwOVVh9f0lCKwRzL330k5rlLvLIhhlWR2ezJLyO5roqcgjS+/DmOryILSGqpI6e6GCkuFe/obHZYSu/yya9afXLZPT55+XSfrJZYvCEBr4xycjqbqe5vpqqznvy6CpJrK4iIT+CLQAkb1cz9mpNCxxL/aFbGFRLXUE+Jtc2WtVeRlJHKymD5ighHjZ7FATH8YMzi55xSq21k4bnNyLKtqWwurqZ4mm1s05t5Q6mz2ob1XUotDt6RfGKwYKiqo6i7iareJqraGuk8NMgVhjnwm8GAZD9j523mp9giEq19cXV3PUXN1SRXVpJhSeObzSY5krRah61Kz0sbk/DPKCW9tZGqvmYquxooaKwgOj0dxVYTzh5hPOdq4N3tSQSmZBIgxfKBRkKOvCzXt7NfND+YC4htaKBiqk9vKiciNo5/rpOY66ZnWWA0P4RnsSu3lMS6aizFmXyzMZzlm1LZXlZDSU8TZZ315FYXsjUkijc95RUom9V7me9txqO6i5NXRzlVn8FKvz383z+FMtctjLluYcxThvNxSAobU9Px2m3mbbUOR42WOavCsFEloO3p5TL9dGYn8/l3u/jb6lCeXx3CrDVhLPQ3831EBuuN8Xx9OzCgnDcbhYF3d6aypagSy5Qv6Kgnt64EQ1Iy320wsuSBE2MSdh46eWwUU0B0Qz0V1v62tKUcQ0w8n66V+1onq40v8NDzxrZkgvMqyGqX20BFZz359WVEpKaycpOJl1Q6bBQ6nLzNrI4vIKahngrrdS1lLeVEJiXzQ6A8IWqv1uPyG0LT3kOLs08kX0XmYaq50x9VtFWRmJHC6k0G7Dx0dwSAWouNdySfGHKJrK2748s7a0krzmNHXAaB8Ra0JZVYOhvl9DfL/UxxRxmG6Fhe847iA3MJ2a31FLQ2UNhVS1JaKj9OBWN6wFhzykfPdQ3lb+tziB4agl/aKEiLZs6PsqiZq9Bho4hhg1VoHmzNw9/TyCeSBX1dPRU9TZS015KZn4XndqM87pja+aORmK8y8uaONLYVVZHf1Ux1XzOVXbVkF2fjuTWcF911t8XUTGl0VstCbNnmZPyzyslub6Kqr5mq7nryynPZGBLBUuuEtYunTn7fz+nsLq+57WMq26tJq60muzSfHeHRLLJOHkyNBQqmjwVqK0iqLkOKiOF9XwlbtYS9hw6XtWZ+iCnAfE+7M8Ym8OlaLfPVelwCYvjRlMVOSylJjbVkFFj91rY0thbXWP1WPfnVBWzVRVn9lo4FbmE8vzIS37JWTjHKZKMF5eo9zFoVwgvuWua5hjJXHc4/9qSxNT4d39AoXvSS+3QnpY5lGxPxSi8jbXpf1FRORFw8H/nrb4+VhdB8vPxHZzSd1HoWepv5IToPqayciJQ0lLtj+SoqH6m4hMjMNL4PNrFYKcnBaBQm3goppOr4AGeGCvDcFM3qlFqGrx3i1vk26tNjWOGtx0b52+92VmuxW2vmm4RyGg70cnyiiYrmalLbmug+PAyMcnGilGA/PYs9tMxbF4t7Rg1tx/o5d7ydptZacjtaGT07xJXjTRSlJ/KhtxaXoAQCi+ronuzj0s39QD89FcXEpJbRONHByFgLbeN9XGQCzjSSlpCMmyGX5P4ODh3qYHCsg0OX9gEDjNdkodqgZZ5nBG+EZKMrr6a4t42h473saylg+3YtczwjeFufT35PG0fOjQEHuDlRQ15+LlGdrYxOtNI90M7EuXFgiMnmXPy3GHBQySJ18aY0QhraOXJjAs520lpbQ2FvJyevDnF+sgqjZGaFSj438ihC09Y3ntWpVbQdHQcOAQOMNheza2ccmuhcjF1djF2Wtz5zpoWi4gy+DzDxxrZUgmra2Xd5H1zroqUsG7W/gYXeZr5LqaD2YB8XTnXR21lDdlMDjRN9nD3bRV9zHuu3m1i4WmLFljTCW5oYPjbELQ7CpVYa2iqI6R8AjgGD7C9O4VMfM+65d4RmkKcWF7WRT5Jr6bl8ABji6GgD2fVlxGSm8Nm6+4Wms1qHg6eJN0JySerr5MSRdjo6akhurKd2vJ+rv4zDlUbiQxJQaXNJnxjkOkeBcc6PVRGTEMuKtQbe2ptFRHcfZ36Z4OapFsorSklvrKdzsp+rHIIbnXQ3FLAhv5b28XZGh1voPDjARfbxy7E60qLNLPcy8vLODLbllZM/3MPRq/vgfDf9XdUkVZcRY0nj+0AjtgGZ6HoH4HonnfUFBObV0DzWzvhwCx2T/ZxjAk41kJMQy4ppW25tvMx8G19O7cFezp3qpLO9DktrM72nBrl2po26vFS+DdAxV6Fn6YYUdtS2MHGii5GBejJrainr6+DE9XH4pY+ezHg+9gnn38ZcjA31lA52MnmonbGGDD7bYGTWqnA0BY0MnxlkYriWzIZqMuqryayrIrO7k4NXD8iTU2caSY+M4a2d6WzMqyS/q4Xeo70c6CsjPESPg6eRF/fkkNjazMHTI/KVAMebqSrIwdjSTP9EG739bQyfHAVGOdlXzM+7wlmkkVfBbb3MfB1fRvXBAS6f6Wagq4asxjrKBrs5frqfM8e62Xe4j7MHmmktSeLNtXrs7omA7azW4eAVzju6fDIGuzh5pI3W9hqSmxpo2DfAjZvjcKme6D1RrHALY7a7xLKNKWyramLkdD/nDrZQ21JDemsLwycGuHismdKcVL4PkLcJ2WskbDwj+DiiEMtwNydPdjHYU0deazO9Z+Tre672FqELT2R1ShmJDQ20jHdx9HQTBQmJfOYeyjyFnpeDU9hc187hqxNwvpO2jmosvZ0cujTC5clqEsPNrPCWt5s+itB01Bhw3pzKrtJq+g71c+XWAdm/Hu7g6Kk+zl8Y4trNSblurvTQW5eL90Z59tg2MImNZc3suzwBl3vobaghv7OdA5eGuXKsjiRzLG96aFkaFIdbUgnxdc0Mnh3ll1vDHB1upLiinJjSEgw5BZjKqyge7+fcjX3cPNlOS1sVcVWlmFKT+Le3hNO6OLzy6ug70c+ZI23UNdWS393O5IUhLh2qJz0+ljfUJv6hyyVroJ1DZ8fk611O1JHWUEPBgXHgCNzoob++krq+VvadHr3tk3PzczFbfXLXQDv7z1t9clMuvlsMOKgl7FR6nNfFs66onoHj3UyONWKpqaGgq43JC6PACAcr0/EI1DL3vn5OPn9ouzaGVanVdJ4ck6+/6Kwjv7GZ3tPD/HKhg2pLCl96hWHnaWRZiIWUtpY7tnGsiYr8HEytsm309Lcxckq2jRO9RezYacRFY11RV+twWBvDT8kVVB/o5/KFXg4MN5DfWENWRxujZ0aBYSZ/Q2jKV05F8XVCBbWTPRybbKWyvorstiZ6jo9w89Y4jBXgs9PEHNcwFqiMvL4rC0NzGwdO9XBwpJHipnpqDwzJ/cmxOixxCayKLSC0vI7KgQ4Onu6gvTIbpVqePLJXS9iti0WVXUPn8X7OHmunsbmW3M5Wxs8NcfloI3kp8byjMfLu3mxSeto4cHpU/v2TtcQVVH11OAAAIABJREFUFhNW08T4/lb6h9oZPDMGDHO8t4Cg7UbsvMz825RLVE0ddYeHuXJjnKtHWqhuqiS2rBBtZjbrkkuJq62ncbSTI2eaKUtP4Ys1oSxeH8PK+CKiqxrpPTXCjVsjnBxvoqyinISqShKrKkmqqiKnrYn2gz2MNhewc6ceO7XeKtLC+bdRvhLl5KluRvvqyGtppuuE7AuYLGV3SASL3XUzb9dXalnoF4ciu5aOo32cP9ZGS2st2W1t7Ds7xLUTjeSlJfKxj4STUsJWaeJ9bQ4x3R0cP9XDxEA9Bc2NtB4Zke3jaCUmfSQLV2pZ5B/H2vxaOo73c/FYO23tNaQ1N9F1uI+Lp9tpLstGtcnAIrUOO9WDhaajUoeLfyzuGVU0Huzn/KkOujrryGqop/lgH+fPdNJTZ2HtDiPOagk7tYStZyRfxJZSPtnP5bM9DHXXktNYR8lAF8dO93PmeDfjB3s4frSLU8c7aDk2ar1CZpB9g6Xs0Jp5xTOct0xFJA32c51xrh5uJCs2gc/W/prQlLBXGXgpIAGfzBKiWtoYOjMKNweZHK0nuaqS+JI81u8IZ5nSjG9ZKycY5kBvBVHRRRQPtDE60ULbUBeHLk3A9R46yzL4Ya1kDWwlYasw8m6ohdi+Lk6e6WV/fz25zfXUTPRz6WIvY635BG4PZ7HiASubGh22agPLtmWgbWrj8Nk+Do83UVRfS9loD2cvD3C0r4TdoRG87KljnofE6zsz0be2c/h4F70dteQ01FE50s3x6wfgYgsVWTHYuetZtD759lhgeFAeC5ROjQVu9dOXk8AXvjpmu2lx9ovFPbOGjqP9nD/eRkub3O7Gzwxx7UQT+SnxfLjOxKshFpLbWzh0ZspvNVKeb8HU2szgRBs9A62MWv3W8e5CNm8zsHhtJJ9H5qEtqaPp4CBXb41z4WgbddWVJJWWYIzPYHNOEaaGBupGezh+qIn6oiRe99bLK5aBSawvbmLs0gRc6aG/qYb8jjYmLw5z9Xg9qbFxvKeWY0sIofl4eSzXm9h5hDHHNZQ57lpsVTrsp/3bTq1noZceZ2UYtr6x/JTXwpGL3XRlJ/KRZyguYQUkTYzDrSGO9eSyOsDAwgcZ0zTsPbQs25VN+NgQN841k6sNZ8lPu/m/3CJR5Ddz8vogxzqy+NxbwsHDxD+iK2g4NcKNk41kxsTwtiKUeeoofkipoffCGByvwWyI5FW/GFbHFRJVWkv3iRGu3xriwJFuRvobqSvNQr01nPe3p2Ps7uX8rTGO7+9kcqSVfaNVRETH88WmWDwsDfRd3A+n6kiMDmeOJoJ3jUXk9LTSd3KUq0xyfaSU0D065nmF8/qeDPbkl2AZ7OH41XHOn+jl2P5mhvrK0UbG8q9AMz+l1tJxbgIuNJGXGo2ThxYbz3CWR1XRfmoYrnRSk5XEh9/vwWlDKtLgIFcZYqIkjVV+YcxTPaTQtOKi0fLc6nC+Tqhm+PoE1081kqWLYJk6jP9ZvZcXNqSxuWUAbg1xtMfCyrUSDm5aFriGsTysgLShNoYa0vnEIwwbdyMfxlXScHIcrnTSkJvMp56hzHbV8+beXNLGB7nBEGMN2bj7GXhpQwL+OcVENrSy79woXBzkwok2Okaaqe5opKWzhF2hkbzsEYWmwCo0e4tYr9Hi7GPm6+QKGsZa6KrNRhWsY86qUOa4z7yV1EGhZVFALJ41nZy60cdwXjKfrtnJ//mjxPumEhpOjcLRcjbtDGfeNyEsC8sn7eA4XO6kpyiBtz0l5nnomLtKzydxFTQcaKMhJ56318agSMpHV9NM74kRuDTIqWMddO1rpDg3A9WmCD7YmU3cwAA3GGKyJYeVPiZWhOVibmqi++gg567vg8sDHJ5sp3m4idp6C8pgE3b+mWi7++DaMOeOt9O9v4mywix8Nkfw9+2ZmLr6uMYwh7vzUfjocVHosFMaeFtfTOHhYTjfSmlqAh9pwpirCOdjczmNp8bgbBO5cVEsVEXyblQ1gxeGudifi1dQKP/Pl3tx2paFfmQArrVSZDDzlkcEPyaXYRnpYej0ODDM+T4LXwUZeX51LNuaOjh6uI74UB2zV4fwt5V7+d9uJj6Kr6ThxDhc6qQpN4kPvUws35NLTGsz3ceGuXDrAByqIdFgwMnTyJLtaWzJKiKzp4P9F8e5fKafYxOtjA9XE5OYyKcBkXwRXU7F8Qm42kFzQTzLPHXYKA28tKeAzIlhuNFNe3Eqn3uHMmu1jsWb0gnv6eMSB+B0B61lOQRLUbzkLc9+Tm8jjgotizck4NvQzdnrPfRlJfKv1Tv5P37S829zOe1nR7l1sAT/reE4rQnF1i8ev9JWjt4a5+rhGiJNkSx3D+E5RQTfpNTQfm4fnG+lOj2e973kLe3vSAXk7B+Cqz10Faex0l/HAmU4H0cWkd/XSFlhJut0yfgVN9I00sPxa/uAHprSUvjGLYTnXcP5Z0gxrRfHuXG1l578RD7X7OF//FPY2toHNwc42pzOp+sNzPPQPZLQdPI0sDAoHrfwDHRV9bSe2Ae3Rrl4vJnisnx2x2exOb2EvMEeTt88CFe66LDE8/46A3YhxRQfHILrvXSWpfPtqr3Y+8SzsbWbc4xxoiEHtW8YizcmEVBUR81QN0cuj3Pz1ijnjnbRN9hCbVc9hXWVFPW00nN8mMu/7OPWhT72TbTTMFRPQWE63/lG8VV8NR3nR7hyqJY4UxSvuoWwwDsWhaWR8Stj3DpYxq690fxzawpbiipI6eji9NVxON/HiWOt1Pc2U99VR1lDEVuistDmFZM5MM0nT7QwaPXJHwaaWZlm9cnnG7GkROOkkFelXwwtoebEMLcOlrF7p5b//dUe5gcksb6lm6v00JmexBeqsGmxC+70pc4qHfO3ZhPa2Q83BznUV0jgWi22q038lNfE+M39XBsrR9quw8HTyNKf09mWXURmTyeTl8a5fHqAoxMtjA1VYU5I4JOASL6MKafqxARcaacxL55lXhK2SglbTSRfxlfQeGKUWxc6qc9NwyNYYsGaUF7wSSGktZurjP7G9SbyoGxZUAbxY4PcvNBEijkK+2928TelmdUZjRy6McLplkxWb5R4bpWWZVvS2NvRw8UbQxxpL2DzDiP2rjpe2ZWNubWBhsYCdkhxKDIrsXR3WgX9CJMt+axT63BS6LDXRPBRXCUtZ0a4dryeVHM0b7qHME9jZlV6HQOXxuBoJXpdDB9sSmZTQRmJbZ2cuDIGp3s4cKyD9r4q4syxfBZo5rvYClpOj8GtDkoS4nnL08wXiWWUDbQzcmaU67+Mc/1MD8PjbTT0VpFdVcSuwnpqB7o5emUf0E9nXjrfrQphSXACPnk1VAx0cejiGDdvjXHheDf9Ay00DrbSNNhC01Ab/SdHuMYkN0bK0IbosVHqsNMYWbEnl7SxAW7d6KW/JpNV/lpsPEx8HF5Iek8TdZXZqLeYcFLMvLV0viqCzxMqaTkzyvXjdSTExvCOIpQ5yih+yqpj4PI4147UEqs1sUijZ8m2LKL7+7j+Sz/jzTmogiTs3I28r8sjsbOJxrpcfLcZsFObWZlex+iVcTjXhCUpjr+rQvibq4EPI0spOTIG13voK0nlWz89dm5hvDCj0NQyVxXJV4mVtJ0dh4vtVGcm8alnGLNWSbwRmk/2vmG41c9ofRYr/WVBvGhnHiljQ/BLL93laXztE8bs1VpcglLRd/ZwgQNwtoO20kwCdLG8Hy63ba60kBUXy+trwrBVhGHnHcnH6fWMHqknMzqG11aHMP9Xd9FJ2CkNLN+Qws9VdVTs6+XopTG4OcypY500D7VS31mOLiSS15Rm1pa1cJhxzp7tYWSwlZ6mQnZJZt5dH4dfcTMHbuzn+sEaYvcYWKqWt+kvCk5D39nDlRv9jNRlo1gvMd9V4pWfs0kcGuD6rT56KzL4zksnx8m4J42OHjoWBybiW9XOiWuDHO0sZPN2I/YrQ3EOTiO0tYeLvwxyvC0btyADs3+KQJnXxNEbg0w2ZfKJMoS//ahlydY88g6Nwpl6ko16ZqkjeTuqmiHrWMDHOhZw3JqFNDIA19ooDY/mfWUY/6OI4LO4CppOj3D9eD1JcbG8o5Tb3Q8ZdfRfGuPa4RpiDWZW7EwjOKuIzN5ODl4a59KZfo5OtDI2VEVUfDwfB0TxVVwFNSdlv1WVFcsrfmZ+Si4np6uD8TMjXL81ztWzvYwOt9HUXU9hbi6RtTXkDPdy4OJ+uNnDQE0qb3hJ2CglnMKKyd8v90XdlRn8uGYvdl5xbGjq4gxjnG624LdBxwKVhK0Qmo+VxyA07wTrmDrAf++/F3rqsXXT8fqubKJH+jh9oIKQbUZcftzN/6WJR1XUyvlb+7h6vJ6E0Ahe0+juuvh4JsO3cZX4p6GQkjPj3DjbTJY+lo88tcxeHcarIblEN9RgyYrnZU89Dr6pGHv7uHqjg8qMBN76aS8vuIbw3Kow5qiS0Pf0cpN+esoy+E4ZxjxXiUW+KUQN9nOBSX650EalJYXPveQrJxy9I/ixoJnhC/vh5ggnhsoI00awRKllvlKP3c5CsvePwPVWcjPicFbosPPQ4qAx8WV2IwOXJmC0lJC9emxVEnYKLQ4aI59nNtB5ZgJuDnOkr4RdO004K7XMV0rM35onh3m/2U5FXgKLFVrsPI28FGbBVFFOQXEW3jsiWLI6BEf/WDzrejh1dYQzTVmoNumYq9A9ktBc6KnHzk3H63tzMI+Nwo0BjjRn8M16PfNWh+K0I5vQrkFgPzfONJGlj+JNjZa/uUWhKWxg+GATBXGROKkkHPzTiBns5ypjHG3JIyBQi41Kwk6hw0Fj4pOUGprP7ofzzRSmx/KyIox5CgMOuwopOjgEjHN2uIzQ0Ehe8QrnXxtNLPGSmO9mtp7RHOVwdxHBgTG4JlfSfKiD3tpslBsN2Hrobp+JmbED8dCxPDgJXf8Al2/105WbjruPFts1oTitT2R9aR3VFZl8t8nIfLdQZvsm4l3azlVGuTRZzpbNJpa6h/G8VxJb61qYPFCDea+RxSot8xUSczflYO7rAw5w7WQzZRnx/MNTwtZDy1z3aPyLWzjBGMf7Sgj2lnDxCGOBSs+/kqppOjcBB6qI0hrk81pKebZtXnAW+q5eYJLrZ1qpsSTykbd8LcQc1yg0lgYOMc7p0XJ+9tWz2EPHfO9EdjR2ceFWLx3FqXy4Zi+z1oTw/OpQ/uYax5baTq4yzHhdJj8FRPNxXhtHr4xwriufoD1GnN1DeE5j5l/J5VR0lbBzWwSveWixVYbxP94JrCls5+rNIc72Wvh6g5FZbrH4FVVRXJ/Phk3yGb35SiNvSsUUHxyBX4YYb8zFJ0gWdvZKHfZKiQ/iK6k7OwGHakgwyqsv8jlKifdiK6g4ug9ujnF2oppIXSQva+TzL7M2ZLK7YwDoobc6hdc0OuxU4fyQ18jAlf2wvxKTzoCN9VyIo9rIF+l1dF3cD4eqMRuN2Cgl7GcY/Nu563h1cyrhI0NcudlLW1Yqq320LFgTysLgFDZX1FFVls7nGwzMWa3n3zFlVJzaD5c7aMuP520feSutozKMeb5J+JV3cJVRLh8oZ/sWE0s849ne3MUFRjjQmouXnw5HlTyL76A28UFwBO+uN+Kg0rHAVc9LAenEjw9wjV6a0lL42i2E2R4m3t6egamugtTiHAJ2RvK6MpT/5RnHyvw2rt4a4ly/hW+DjSxw1zLvEc9oOqt12LlrWWEoJP3QPrjYQUtuHO/46JjnrmW+q453jIVkHJBFwYXxEtYHh/PStgx2lJRTUp7D+r2RLHMPxd47kh+KWpm8Ms613nyCdkjMU2iZ7yrxon8acaPWvKUm88XqEOYrJWw85C2e3xe0MH5lH9f7Cti0Q8sc9zDmuut5cWMWSWMD3LjSQnZsDMt/3MPzriH8baUWu7XpJIwOcoseGv5/9t7rK64r69v9B879GeMLb7fd7aQAAoSiJcuynC3bcrbbbidloMhRGUUUgcoBqsg555xzTkUqiiIIgSSQhASI+JyLXSjLndzfeb8x+mINXSCg2HutOeez5py/mRrDt3YBvOSq5SNdGb3TRljoZqA6HbfTat7y1vDFaTW2zlKszTa5Zdkmt+dx6RGbbOlntskLjRSmR7LJUcIaDw1vx1bRcdfIorEAmULD685iVjireUuTR2ZbIUHyUHaKpNg8+ZzNWUbr07F4pBaQX5ZJQFAYn7jLsBLJ+DiihIpbJrhaSrhKxQbz2bBxlvNpeBElY/2waGCirxiNNIitrlIsnKS85ptMYEsn0EprcSzvuMtZ46Rg84UM4gzdsNhBW3ESv7rLzD2DMqzMYkB/u0dTxhpHNW+fyaLopgHuVhMRHcEONwkWB+RsO5OMtqmClLgIvjsk5U8iHaKkSgYxMjVcjPSCmm3OUixd5Fg7q3jvaBBfnlaz3l3wD1aOYZwua+QWBgZrM/B2lWLtpGDD8QS0nXpm5xrJiw3n3b3+vGofyEsHJKx2iyVIr2eRDppyEvhRFMCrLkG8rS6m5U6fUI3SW4BUFsQWkYRV9nK2Hk0gwtDFHHoazTPzVjtIWHc0DI+KVsbvG5ioScbJV8KrIhm2rjIsRXI2ecei0XdwH8F37BVJhAoFkZyNXoIY0AydtGbEs9suEEtnOWscJdi4qfkhpQr9lAkMBYgDFax2kLHpSDjHqlu5Od/HVEsGR87KWeko9ABu8FDy/hktH/uoeOOZPXtCj5vN2WQkbXqYaqQsMYQtjmJeOhDIioP+/Ol4AheaOgVdjLxoPjkaglN+A8OzRu535uJ3Ueh7XusiZ72bkvdOB/PJYRWb7WS8L80gdtgIc3oGy+L54ZhQim7rLGWVZxh7EqsZXeyDO5WEyHW8Jwrkzz5Pg6alSIqtXyqq9i6gi8GmNOx9FKx3kmLtKmeVQzD7YkrRzw2weKuO3GAt73mq+C6pkrbpARguRadUCvvUScpaFyXfxZVRNzkAo2VEaVSsdpCx/lAsyo4OppaMjNamc8RXwit2cradjkfT0cpIexbHL6mxcPg7R8uYq2QszqYT2dsNC43kJYezTiTFyqwjYeUUyvHCWoYYZmm2g77adDx8lWxwkmIhkvGJLp+8mya4WU1GqIYtbjLWuGjYk1yBfrqX223ZnDgm5tWDgbx8IJDX7OT8NaGC9lkTc/3FKK8ohVasJ4R6Vjtq+EpdQP1kD1NXi7hwTsXaPf68bB/IH/co+Cgwj/qpPhYmqwiTaNmyP4xjJc0s0EVfbQo/nlSx0UHCCvsQPLJLyavK5uRZCasPhfJlZgPXZ3qZbH0kFnDV8WV0IYXmWGCHgwSLM8kEtnTAVCPlSaFsdRTz0v7lfRePX6Me5tvoKonlI08Zqxxk7Iospuz6Q7ulkgSxxVWKhZOMFSeTkbZ2Aa00Fcaww0OOpYMMS8dQTpQ0MIGBoboMvJwlrHWSYeUiY62zlFeOJnCxvgNoo6NEAE0rZwXrLyVxMa+Q/KI0fMVa3hJJsPEI4pesOvpnjMzrszh7SY6Fs4w1/wHN33X9LqD59xzQVY7B/BheStfdLsZa0nG+pGX7YQ3bvENxji+lY24QZtroyo3m6yNyLJzkv/kzrUUyPghIJaKvh8VFA/cGK8lKjmPvuSDe9FHxprdQvmHlrmabooCy670wWUVcXBQfHtfx8WkdO31D+PRMgnCbRz/jTVn4HlkGzThCuvXM0MtQeSrex4VA39pJxnqvIHZn1NIzZYLRUsJ0WjY7C5vcylWJzQVzFmW2jvSEh6Bp46bmr8mCc1l6CjTVfJ9cRetdoZQrNkzHVhdBUMbaVYHl2XQie7ofBDWbzc3nGzyVbPZQsNHNrBboIGXrqUiO1bRx634v49XJOP+ToLnBRcoqnwgOZNRxhz4WbpYivRzElv1yvokspGTMyOKCCWb1mErj+esxOS8dSkTV3sjV3gIunpRi46Fhe3AxDeNGWGqmKDmGzx2k5uHUQh+X9dk0wro6gW6MtWk4u0mxclJiczmH3Ku9sNhATnIU7zpKHwjirH1EdXaEXkYMFcQnl9Ex1sFISyZe59WsEcn+pmiCjaOMrcciOFnZwticCW430VicytFALe8cVvGmt4rXPZYVP+VY2Gv4QZtP3bSJpalmyiJD+dRdiq04l3RjI321qew3ZyasXOSsPp2KrrML0KMvT2aPt9ArYO0iZ41Ix6GcWsboY6w99zHQ/OIx0FQ8BZrKVj3QSV9tGnaHFWxwFsQOLO2DcU2tYggj470FXPCRs8lZjvWVLFIGemCmgfz0WD49IZyBj0/p+NA3FnFtM/cY4F5nLn5ntXwRXUHHHSPMd2BsySVAFcYXh9W86SNI/G9cFi96EjQ70vj5pEroUfRW8Ya3ks1uQkZ1+9kkQvV6pulntreAAImGteZes3UuMmycng+aD4Lp8QG4U09hUjjvuwviD2tdZKw4nsjlBj3QRltJLDvc5Ni4avEubmBoaYjFvgJkgQoszf3atq5KPo4opWpiAMYriQsPxuo5o1isHWVs843iXF0bE/P9MNFAbUEK3v5adhxWsd1Hxesewr60cA7neH494wxy/2o5EQFq3nCTm+cIy1ltr+ankEJaZgdYuttIWUw4X6iySRgwwFw9uUnhvPGIWMR6cym7oPb8CGj2PQqaggPc4CGMS9hoFmOwcZay8nA0rnlNj7+bfwY03YSLjPdU2SSN9MNEHfkRwWz3kLHaSYatk4QVx+M4WtbCIv3M3aomyj+YD1xl2Hgo2LQsLiaSsPloCE6FjQzPGJlpy8T3/D8HmqcuSFlhL2GVWxDv60pouW2Am2VowiN475iWT87o+OhECF9eSCHe2MUSfVwtT8XdI4A/u2r5KLSMvmkDTJQhV+rYbC8RBEPchDlta93V/JBcRZvZJsf8hk0uSItks6OENe4atgUVUTZqgKUuRnsKCQ6L4vtjGt46pOINLyWb3J938WVeHko2eSrZtCxQ5ihjnbuKv8SVUXvHBMNPg+auiGLKJgbgTh15CWG8++BsyFlxIomAJj3QSktRLG+5yrB2DWJvWjX6qUG4UU50aDA2DwQ55Ng4hXLs71KdlWHlqGK7bwpxxi7mMHLvahXpifGIzgTx9iE127yFv2WdixTLM0lcauqEJT391Yl87aPAylH+WH/rsuq7jZMcK8cwTj0Kms5irNzUbFMVUnWzF25XEhUTyftm1euPfEP47FwSEd2dzNPP9bpMjngF8opLEG9rSmibNMD9OhIjwvnQSYq1iwxL0XJQ2cksHTQkPQKaR34n0ExfBk3ZQ9BMrqRjGTQDZLxmr2LH2TSyRntYopWKuCi+E0mwfMQWLKuqPmv/CPtWwZehhZTc6ocb1aRHhPHlaR0fntLx6Sktb11OQ9os+NqR5kxc/VKI79UzTwdN6XH87CTB6qnfJ2OVgw67uHL6GWDxTj05QTo+cpdh8cCuKfk0MJOCcSOLi3q6smLYfUjMf3lFPwKayXxzVMlqeyU/xpZQMzkE9xooTw1jm7v8wUxKG5GMHZJ0Qvv7YF7PcGUCfzmuxSGrlv7FYTAVoZaYYycXGbYuCj4MK6bkpgluVZEapcXKUYq1RzC/pFbTddcEN8qJCAlipX0Qnyjzqb3RRG1qDD/6SFn9nF7pZ8Wxfx9o1jGGiXt9xagvqdniKvTjr3WSsVObT/YNk/BuQjRsdpVj5R6FuLGVGbowVGbg7Rv8wDd/cioEh4wq2qeH4VYNaRHBghjTo37KRcqqw5HYZTdwb76Hya5svMWhvHdcy6dndLx3JJR92gLqpk1AG1UR4Xwq0iJKq2Z4YQCmWmmtyuKSJJTPjqjZ5qNii6cgqrPGW8eumAq6J4WWGWNrHoHq8MdigQ2ugsryF6GFFE0Y4WYNGU/tu1QkTXqghwl9Bgd95NjYy/g0qoSKWwNwu5bc+DDecXtot1b6JiNp7oSlfxE0vRTYOMtZb/aPj/miIzoc8hsYmDEy25HFmYv/Ac1/x/o/AprrnKXYnIzlWHkLMwsG7k8009nXQGNvA83d9XQNd3BrfhDoZbo/jxPnNGx2kP6mwt16VxnWniH8HFFE/bgB6Gd+ppvx0QaqilPwvqBinYMEG69gvk6qpvO2EeZ7mZjowDjazsBYOwOj7QyO6Rm/18fcYi/DDVmcPC7FUqRgy5GHm6wpOZZfHMRYuilY6yzI7O/JrMUw3c9Cdy4XLstY5SQY5LVuSmwvZpFsBs00M2jaOMlY76nh51Qho/koaNo4y1jvoeHHlCra75nAWIAkUIGl80PpZatz6UT1Pg2ayxLpNq5y1rqp+OBkBIeT8ske6Ob+fC9jlUn/PGi6y1ntoOZzWTZld4wszbfTnBLFF4ciOFxcQ9e1VvStjUwu9DI9XIDf+WC+VOVTOthAS1E8u0QS1vno+DWrHtPUANytJDQ8lLUOMnMTvNC8bukWS2BdC/OYmOgq4MpxYaC17ZVc8kZ64X410VEh2DgI4LjOrNhn5RiCT3Y1Awv9zE11c/N2H0uz7XTlxPHXQzJec/zbN5XrXeXYuqt5zz+d+B49M5hYmuvlzkQr+sZcpCod77gJc9HWuyuwEUl540ICV9q7YL6HydY07E7q2JtURedQDbnxoWxyFgJEWzcFa86mEdrdDYtNlGZEsfWRYM7KMYTDuQ9B09dTzkYnKdZuSr6JfRhUhshVD6D8SdXZhvwYIXA0A/gaByGjKYBmPn7eMl53UfJuZClV1/tg0cCdWx30L5+BsXYGRvXcuGtgdrGP6535XPJVsN03hnPVTVyb7YeFPqYm9Qz2lhIbE8X3njIhU+2uEJQFfaIQ5TwJmlJBVc5ZUI57/Vgkx8uaGJ0zwZ1qkiLC+dBZhtVyFYSrnHWuCr6MMosgPQqaLsI++TyimLJbJhitIEajftC7s95VxqoTiVxpfAiab7vJsHbVsDe9Gv30EFwtJUStwtpZJnw2NzW/JFc8k7rTAAAgAElEQVTRPm2CoWKC5WphPMyzAjhXGWvdNXwoySStr5NZTCzO9XJnvIW2+hwCFFrecpVh5SRn9dFEJA3tgJEb3fn4HVKwxUVuzl4tV2JkknVzAKbaMRbH45peRvGNfhgvJyI0+CmFzvUPMvJyrERK3jqRSJTxadBc98AWKFjnruLdsxGIovLJ7OlkaaGLibY0fvoXQHOtk4wP1Dkkm0EzL0LLDi+h53ODm4zXRGGIEqoYZYCFuw3kaHR87CqocVqb7dPbx8Nwj84msUfP3QUjk82ZnDgvZ7WzjDUiBduPJxBphujahId/21pnGRt8tOzLrqN/pp85fTZnL8lZ5SBh7eFQfsmqY3iqH+Z6uDEu2PjBZRt/vZOJ6T7mF7sxlKXi6R3IK+46PgkvxzhlgGsFHA/QsNpeah5jJFx8rPcUbHLHlGCTxb9hkwvSItnsIsPaWcGGw+Eczquh554RFo3cn+pkZKCKzPR49h8VStmfymY+uh5RI13rpmTLIR37NSkENTZxdX6AxcFSwpRm0HQRzs0XkeZzc62cSJUgNCKcDTmrfJMIbF4GzRi2u8ixdQ/nQm0LNxli3lCATKwwi1M9BM1l9cy/pTpr6yJno5eOH6OKqRrrhSUTCzM9jI81UFmcxtHzal53kWLhKGObLFtolZlupjE7gh1ewjN9dK8/8A0uCmxdwjlb/hA0PR3F2Hpr+Sa1mt5JI8z3MD7xxPse0zM+3cfcYg8DNRkcOyxmhVsw7wWX0nHHAOPFXJQHY2knZZ27UCb35rEE8wVHB/VJcfziIMHCrDrrXWkGzdoUXE/LWOUsCBJZOynYejiO4M6nQdPaScGWQwKEzjwx3mSteW/9lPpIRtNfyqtOQbwvK6R10gBztcQGhfHewcfjoPW/EegK7y0Ip7RKOu8PsjTXw+2b5ucyJvzbf72TG1P9LCx00NeSg488n6pr3UADGVGR7DwoFSYEPPr7XGWs8IrmUH4jc/Qzfb0czRmNUNFitmtW9jLeP59IaH8vswsG7tQn43Raxv/0eBw0vz6iZKVdMD75tQxyFa5VkqTVsNld/kB9fL2zBMtzifg2dAE93O3Jwu2Ull9jy2meGoLRciKD1axdtuWuKv6aWEHz1HK2X806VxlrXJRsvpBJSn83LOlpy09g77EInPNrGR4pJVis423R00rGz13m8SbWfhlEG4Rzn58aIfh716fHm4y2ZHPUXcp6FznWbnJsneV8rMsnxwyaaTo1m9yUWJ1IJd6gB0zMTHYycu0R3zzWwdVbPdybH2BxrIqUKO1ToGnrJGH9+QRO1XewtNTPwkwXV28IPn5wrB3TaAdXb3Zzd97I/P1myqIi+MZFyubzySgaW7m3ZIJ5A/dut2PQF6PThfG5lwxLZ8GebTsZw8WaJq7dN8cCd/UMGsqIjY3iey8Za51kWDoG4ZhaScfMIPzWvlvs5Fp7Jo6HFKwXyfksuoTq2yYYKSNcqcLWRf4gPlp9MhlpiwCajQUCaFo5yrFxCeNUqQCaw/WZHFoeb+ImxAIrTyRyueFp0FxnHt207It2HAvFLTKL+K4OJhf6udf6H9D8d63/A6Apx8pByeeaHDKvdjMz3kRbVzWN+hpau2po7aqmob2WjgE9d+lnabqBLG0on7lJsfzNmZrmcQ9eWv6qySCmpYmxuUFgCOa6GekrJTw8jM8P6ziYXY9pygTXq0nNSsEhKBEPbRKeukQ8dYm4qOOwV8Sw+6KOD71kWDkqeOORTVafFMcv9o8EPI+CZqcgs2/h8juCpqEAsflrzwVNczmhrYeWfSGZhNXWUG1opmeohcFrrQzfMbCw0MPIvwSaCtaKpGw5FcOpRj1TcwZmu7M4GpNHtL6ejuocJJpsqm4buD/dTHFEIsFl1ej7K4gPCcbKXsr6Qzrs8xsYnh6AW+VoQnVYiB4HTSvnGPyrm5llgNs9hUhPPQGaM9VER4di4yh7oNL2EDRrGFoycOdmK+29XczP93L3WjkhyhA+cJaaM0m/vda5KbBx1/DR5UQCSqrourMsgGTgzmgdpfmJ7D+uYqOjIGdv4RHKL9GVXJ03wt1qdLoskpoaMHYVcOWcQhjKbX5vj4JmsfmCYO3vCJp1edFsWz4LzwDNc14ytriq+DalirZJE9yqp6ggFefgRNy1SXjqhHPgqonHXhHL3ishfOwlqBlvPx3F4bQSyoZ6BFEmTMzeaaGtJotTFzS85SrDxuV5oClA/jpnKWu9dfwSV07nPSMstdOYk8CeQzLWmHuM/mHQHKkgWq1io7vglJ4GzTjedZezxlnBlkvpxPZ0wXw77aVJHDgkxUKkYPv5ZMI79czSiaEsBUcf8yXGc2yNrauctW4aPvVPQlpeTe/dfrPQhIFb12opzI7j58NKLI4kIW3uAAyM6vM46akQVK/NP2eNg4xdigzSRgdgqoOhiiR8C6upnhiAm+VEhAULMPOcUu/ngaals5xN3oKCo66iimpDM90jLfQNtzEy0QvzXYz/zqCZH6nl7UdAc6VdCPbRFQwxwPydWlJkwbzrouZrZRrBVVWU9zTTNdjC4LUWBid6mFvsY6I5418CzZX2EjYeC8e9vIWb941wtZyotGTsNYl46JZtfALOqjjsFNH84qflPXcJKz10fPooaIqDhHK7ZZvwJGgaCh7Y6+eDplBpsc5FwdZjYTjG5pNl0DPDEDDA0lQ7xvZ8xBItH7hJn62u7iZnjZOKTy7F419YRr6+kfaBFgZHmjHd6OLeoom5gVLCFM8BzavlRCiVbHBbPhtPg+abLgrWuUehaG1jkiFmu/KRBMgfjPH6R0Fzg7uQhdzgo+U7TSaRjc2Mzw0I52Oui1FjOfERYez0lLFdlUv6NRNMt9CYHclb3o+D5mNn7hmg6S4Ss/GQDrvCRq5Om2CsisSMZBwee9+JOJt9+q8XtHzgLmG1ezDva82geaMIP3mw+X3/NwHNK1JecdXygbaMnqk+mK8lLjicDw5KfvtS4pHntc5VjrVjCEfyarm6NMDMaA05CYn4aBNx0wm23kuXgIsmHjtZBN9fiuAzdTGN4waggczoSD42g+3j8zBlrDgUy5HiZpYwcm+0FJmvmh2iR0DTQcp75xMINvQyO9/HVHMqzmefB5o6jhXVMcJVGK4gTq3m9SdAc+WZBA7XChmwaWMOPqc0bD2VQkhXJyzo6apIxv6IjDUiOW+cS0LX0cF9ujBWpeJ62JwRd5Fj4x7G6fJGxhjgbkcRSYmZxBlaMdalcPCkEivR31k2az6b/whojjRnc9hNODc2zwJNrZqN7kqsL2STNdQtVD3V5uGnTjDHp8J+dg+KR6SMwy4wnK99VWZ7/PBz2ThK2O6fjLy7F+Z6GNfnczE6EQdNovDOQxJxD07AURmLnTyS733VvOkm9APv8IvDN6eC1rEec8xjZHq8iYbiVLz8VA8yxjtOR3EotYTSJ2KB9tosTvpp2OKgxTOnluHFQWbGaslNTOLQs/adIpo9l3W84y7YyS+WQXO4jDCF8mGc83uCpqcCKyc51q5BfK9MRVNZRVlPM12DzQyONDM43sPcopHb/wHNf9v694Omm4zX3MLxzKtjbLKV1sIEHALD+eulCHb7R7DbP5wf/CLwjC6g6nY/S4s9XC9PZP8pBSscn18+u9FDSO2/tj+AP9kp+MAvEkddGuKCSlrHBXW2u70FyGWhHMyqNZdPFCGRq3jxlwBeORDIqwcfXYJgjPUzFKcakh9usqdAsyuXi1fkWP6eoNknZDStfwM0NzpKWesRxNehBRQPdggKX1UFqOJTOZ+cQ0SnnruzPVyv+hdKZ93NYxc8dHwdVkb3PQPcb6LB1M6gqYqs2FDeOxrNyYZ2Juf6uNPXwMjtFjpqs/A9LsPSSYqNdzCfxVXSNdkPc7Ukx0Sww076YCagrauC1YeTUDa3s4iBa63Z+HpLWeuiwtb/IWjGRIey9pmgWcs1ermqLyIoKJvcoV4W6WPCkI+/fxBbHJ7hOB9dHoIDsbQP5I/7pLx+PJQ9qkTOpBaTb+xikUGYqicnIpwvPWSscZVj4aDkg8upJI/0MLvYw2BvK7dHayjNiedbZ+mDeaJPgmZJRhRbfmfQrM+PYfvfAM3XXVXsSqik6c4gTFYQE6bh1T0BvHxA/NQZWCES+mTWisS8tDeQNd5avpHE4R2bS3RLC+MMwUIHfUXx/HxCgYVI8lzQ3OAmY6Wjio+kWWRdExQsxxoyOHxGxTpHoRdsjUjod1vnKmf93wua14SM5qbfAk1PBVZOMqzc1HwSlEfOcA/MdjPcW0Npez31Q3ru3WvH2JDFqYsati6Pp3juHpFhaRfAC/ukbD0Rxl51EufSSygeMCtlTtaSog3hXc9ITpY2cR8Tk8Zi5GeUbH0wskmOhZ2SbzU5lN0dZGmqlfbMGETJpRSNmWC2gaK0KD5wkD57wP3zQNMukNfcgvlUnUOBqZ1b1xtoqi1Em5rGodhctI1tzC10c6v9Xyud/W3QlPKqWwRO6XXcxcj0tRJkflq+k2SSYGjn7kQzrXWFaJPSuZCQgaa5lRuzfdxt/ddAc5W90EdnX9zMjZl+GM7l5GU5f/g5gFfsAnntSRvvKMPGVcpqDx27HgHNE+Kgx3q1ngLNPiGj+TybvAya61zlrHeS8PKeAFa6adjlH4N7ZCaamnoGZweBHm7Up+Hhp8LiCTGX9W5y1rnI2X4xCVlDMzdvt2FsLyUuI4tLsSn4l9fRfc/E4tBvgOZI+YNz82zQjOVNVwW27mGcr23h+tIwi0PFaDVqLB4JmG0cQzha8PfN0dzoIfiJlQf8edFeyTvnIhEFpxJQUEnTuBEwMjdciP9lDe9eTkNn7IMFPYMNKfziJQiZPKvf8Fmg6SESC6N2chsYnDbBWCGXJUpe+CVAGBvyLJ/uIsXCI5gPlkHzZjEXFMFY/ncCTX8ZrzoF8Z60gKa7fUAHdUkx/OQmxuKZMxefXgJoavHOrmaIIeYGSwi5LGHlwQBe2C9+/NkcCOBPdkq2Xs6l7GYv0El7TgL73QWRqsfeh5uMlS7huKXVMIGJ2fFqYgOCeN9FatbSkGNpJ+ejiykkXetjfrGHa6UJ2B2X8L88ny6dXWWnxiG9Ev3sVZioISdGyyaPh6Wz65wkbLqcTEBHD5j7/vecULLKXsmHqlzSBgRbPmKooay9ltrBDu5OtTPQnMO5y0Fsc5Y/vLx0VrAzpIj8G0a428HESCN91+vIDgllp6eM1a6KhzMd/545yv8AaF5reXhufhM0z2SQNtANtNOYGcu3e67w8oFAXn7SftlLsHjGpYyto4Qtl5O40iFcKE40JPCNj5j/+jWAV+2eiHPtJKx2lrPOQ461QwAv7hNj5aPjZ1kCR+LzSO1qZ5IhuN9MVWYc37rKsHEI5E97ArH00vKNOA7vmFyiWpofxAKGwni+P6xDlFrFAMPMDZUSelnKqmftu4NiVjgIZcbrXJV8uQyaV4WM5oZ/A2i+6yHHylnJR4osknrbmJxopr2hiJDkdC7EZ6BqbGFs1shU+39A89+1/u2guc5ZxubL6YT36Zm+WkbQRQW2IgmvOEixcJRi4Sjhtf2BrD8Zw+nGTu4v9sN4CWKZlq32zy+fXeusYMfZaDyj0zmr1rHRScKf9opZ563l17hiim8Y4XY9xdFhfKMtpPR6Hyy2UpkRw1dOYqHB3k0wHtZOElbaS7BwEmbM/fcHzQjW2ct4/Ug0Ae16ZujjZk0K7t7+/M/vLvCiixanijYm7vcyXpnIgWNi/mwvZfU/AZob3OVYipTsOJdErKmbWfphqZ/J9nz8L8l4yU3H5+HlGO6ZhIB7tp7sxGh2iaTYusqwclPx+oUMsoZ7gG56ipOx95Bg4WI27s5y3lLlkzNihPkW6vJi+dxZipWLivV/J2iO0se1lix8vYLZHV5EzUQ/0IOpIYNDZ5SsfY4M/AZ3oezr9cM6duvSuRIRxa7DMv6wOwALZxWfKTMI7u5kZrGHkeJ4Dh6XsdJJjq2jlA3HwhHlN3J9zgSYYLAQtToYm+Ub0n8RNL+NLaNuUujRDBbLBaBzkGLlKmfVPwCa531kbHZWsEGcS/awAeigvTSRX9wkrHaUCQDkJoj1rLQXZsNZewfxvjQZv6QkHI8rsd1zhRdFcraejudCcRPX5/vAlI37RTWr7cTPLZ1d4yDnDb8k5C16ZjEye7UEuSSYN1ykrHJSsONMBAc18bheCmKLuzAa4vcGTUsXFZ8E55HWUUdHWymhpSVEl5UQXVKAMikRu5MqNjlIhIDjN/bIliMh7AtN53J4JB/7yPjj7gAsXVR8qckkvK+buYUuTLkx/OCp4i8xZXTcH4bbdRRG6djmJsPCSQjGX3UOwS6pmuuYWByvJEyq5f0L6cT29QBGrrfn4ndagY2DlFVOQj+glaOElQ6CQMKap0Azhh/2+2N1MobDVR3MLxmYak/DyVfCf33vx/9jp+PH9AbmFru51ZbCt0fkvHxQwgq7IA78K6A5XktuePCD0llrBzHr/JIQt3fDYieDtUnsPxHBidImbmJiuiObM8cDePH7C/zXQRU/ZdczeL+fmZZ0fE5J+LODlNVm0Fz+26pjo/luXwCviqSsdJCy3kfL/pw6TDP9zLVncdJPwp/3B/Cys4ad4eV03+uHuUZy4yLYKQpkxfIoIzfzM7SXYuksZ73bvwk0nWXYuKl541ICvkkp+JwP4vU9V3jRXsr641F4p1XTN9UPN4vxVwU/lkHd4K5gnZsca8cgDiZX0L0wBGPlRAQosP31Ev/vj/68HVJMxZ0BwSZI5Fg6Ll/S/GOgKfRoCr6o/d4QzDRSmh7FByIxK+zFvGYv5iWHUE6UNDKJgasNmXg6irESSbF6hljWWhclW49G4hGXzmllCO+7BvC/94qx8tBiH11A5c1elhabyAsO5UPPaE5UtTGPifvXK4mWB/OWk9D3aO0iw9pJsEGrHKXYOD8Nml5OYqzdg3g3uITmW0ZYaKEsNZrPHcWCbX7SpzvLWef2r4GmT5UAmuPVSYhOiHnhoAQLJymWvydoBspYYa9g++lkEod7WcDEZE8e/leUrD0gxsJsC9Y4Pvy7bJ84o+tc5ax1VvJtVDEVd4Zgppn67Eh2ukhZZZ5lvsFNmBKwyl7Mq3YKth6PJ7yvk1kGmTYVo5aq2WAnYbWT+SLQ/Bxf2q/gq+A8Su8OwP022jMi2eUl+MMNrlJecwzia20xnffNZzA8nC9cAnnB+3HQ/PaYEgsHGW/Jc0gaNMJiO53lCXztLuhf2LrLWXVQyZdBeZTcGYCZFtpSI/jYR8bLDkp2anJIbKuns72UsNISosy2XJWciOi0ms2P2XIhJrM8Ek9AbQtTDAPd3DTmcfykiq1OMta6yrB2V7LjqIbPjgq2ft2zKg0e8enW55dBs4Gc5DCs7Zbjx8fnaP5N0AxRs9lVzhqvWFSt7dzHxG19LpfPyrF0kD7ozbV1kWLhIGGV6NlVEOtdpFgeFXrxZzGydKMUeUAQr9uLWen80J5ZigQ/YuUqx9pVyw+qVPziEth/XMIrBwN5yV7BRxcTCGpuZYJeRpsy8PRU815gIqeTknA8oWTdcixwJp7zxY1cn+tjyZSNi5+GndoCysz7riE7kk9cn7HvHCSsdlq+WP7nQfN0aQO3MDBUm4GHoxhLBwkrHAW9hlWPgWYsb7vJsXEN5XiF4Ivud+bg5xvIn3+4yP/er+D7jDr67xuZbcvg2BkJLzlIWf0f0Pxd178RNOWsc5bw6gEVPyeU03mrlfaiOL4SSYSZNo/+X2cxK1zUvK8ppm2yjyU6aEyK4genAP7s8OzbTkt7OV9ocim/2ctMfx5HLqqxORDAi7v9sfBLQd3XBePVJMiDeftYDBfqWri7ZOL+YDmxoeF8cUSOjZ2YlU5K3jkTiUgdzZ6LWrY5S1m5X4KNezSarg5maKcmNopvdvvzmqMMK5GY1U5Kvkuppnuqn4WOLE6dDeRP9lLWOEtY6SDh1VPpxBp7YLaGxCgdK/cHssJOzEqRnK/iK2m/Z2KpJ4fzfmJespOwykHMKgc5X8RV0HLXBL25XDwvfM3CWcpqBwl/Pp5CSJfZuCWF8PIvYmx94gjt62IeI9cbs7kYoGXn6XDswvPIvir03I03ZXFJrePDwwqs9kjYeiKZpGs9zC01kaUM4cM9AaxwEQYSP+9d2jpJ2Xg4FFFeA8MzwmzR5rxE9rmJWeGoZIdfKqnDvSwwxNJAAQFyDZYiGevc5di6yNngEYJHXi0DswNwvZI4rZY3HQN55YCUTcej8atrYZx+7hryCQhUscZRzMt2MladyyJzuBdmKgkLDeLlPYGsdBSEEGwcxby0NwjntGpG6GOsNRPPgwGsdNBin1GDcWYQFtpoKUzgZy8JK+wkrHYRjMTGR/aRtaOM7adiUXV1s3S7mpiIULY4BPLnX6/wsncY9iXNTN5vR58Rw08+Ula7CHPcLFw1vC3JpXLcwBIGrpal4HlCxmqX5dtUGasdJLx4NBm1vhsWGylIDmPNAaFnzUok5uW9QbhmVHPNDMreokBWHxBj6ark67hy6icH4Fo5sSEhfHEulB8vaXnHVcKL3vH4t+hhqZnqrAhs7cW8KhKC6Zd2qziYWMEARm525eLrIsbygIQVnpGcLm1gYn6Apes1ZMVE8f0JBevsxbwmkvPmyXDsVDEcuKBh8+Ew/pLbyK35drrT49jjGshr+67wx/0avtKV0nu/h8m2NERnlby6z5//5RzG7vQGZha7udWazJc+Ul7YJ8b6cCS+RfWMLJmYvlZJvDaYraJAXtgXwJ9+DeR9eSZJ7XVUp4XzjoeEP+0T835IEaW3BMDWiaWsspewwlHCCjsx72oLKZoQnFKYVHi+q5xlrHEI5A9esZyt7QBaaS6IYqODmJftFbwTmEFiXwe3+osJUajZ6qHgDS8l272UbPdW8e6xID48rOQNN6HM+llZRGsHGTvOxhNi6GZxopLQkBA22wfyp1+v8MqhSNyqWpmeaaU5KZJv3CXYnE1E3trJLL2Md2bheU6JzcFAXraXs0OaTVx/r5AVrkxit7cSa+cwDhXWMTJ3Fe63oa9IxeOyjk8PK3nzUBAfn4/CQRHFL+dUrN4rwdYzFp1BzyxtVERG8OlfL7LqVBznWrth0cBUTw6+ijB2+obwc1ieoIy61MPdnlyOKsL51FuGxR4F3+mK0WNkcrgYfx8Z6w9KsHB7ti14FDSTRvrhdj0lMVq2OAbywl4Jtt6heOXV0DtvYm60nHB5MG/5RHKpqY0pBrjTWYBSpmPX6TD2BGUSb+jk3lI/U535qLQhfHJCzetm0IzuF9Q/mzMScTmm5esLYXznq2TzIS27s+sZuG9isTcPsULLp2dD+M4vhI/PJhHS0cE0RiZ7i9EFhfKxjwwrOzGrXFR86BeFkzqKX84FsdkhgBcc1OwILsVwzwBX8/C6oOAPuwXhoY3uCtY6ilklEmxy6z3BJl/4DZucnRjKqr3+vOyq4e24KvpmO7lRlYaHpwSL/Vd4Yb+C7Zdzqbzdy9JAPmcD1awSPQ2aViIdXtk1XGWY+bFq0kLC+f5sCN8EJCFvaOHawiCLI5Wkx4bz/bkgtrtIWX1QzLs687kZLn1wboSzIeYP3nGcb+gAWmjMjWSDfSAvO8jZeDGdqO4u5unnTn8ZYdoofr0YyjeXojkYWUCeqQswMNZVhPxyKD+eDeJNL6Wgjvvgc8uwdFTzzrlsym71Mm3Kx99fidXBAP6wO5BNJ+MJ7+ti7m41seoQtu5X8X1EMQ13BU2G8c48LqnC+fKIkrd8VLx7Opy9shjsrwTxupOUV/ZpOVosZC9Mlak4HfDn5YNy1h4TxkFMLZmYMZURpQvjs0NyrM0+/b2zkTiqo9lzIZgtDoH8yUHJFkUxrbcNcKOQkwFKXtgrZo2LjJX7Jaz1iCG4Wy9ccMRE8fVuf/5sJ2HjiXC8qtq4PWtgsimDEwFadp0P40e/IDYelGDlEoWsvZ0ZOmhMiuEve/x5VSRl1UEJa1wikba1M42e5pQYvt9jjiHMe+vL+Ara7pmgR9hbL+wVY+0TilNOHab7g0An+uoMjl0K5uOjKt701rDrXAR26mh+ORvMjieUZ9ebMzrrzyTgX9/OFP1Mj5SjC47gOx8Za+yFZ/PuuSjsFNHsPatiq7eWvclVdE4NAt30NWZzNkDHZ8dUbPPS8PGZCA6oYvjljIb3fKM4Xt7C5KKR+eEiLkqC2GQXwEsHpbx+IQVpSydLdDPRkYn3aRU2e6/wP1wicMhtYmlJz0h9Ijs9pLx0UMKrXpF45NRxfb6fheuVRMi0vCsK5OUDUmyPxhFQ08o0Rm735HH+nJItLgrevJJOjKGd2wOlRKo0bPNQsNXzoS1/56iGDw8r2eYmY43LQ0EjK4cg9seX0jQzDPdb6SqK4XMf4SLSxjOYr9Xp6IqKSElP5OApFZvdFc9uXVgGzXMZwsXgUjPl2bF8cTKE7y6H8ZW3DMt9QbjlCJUAVxszcLcPwMJByhpnKasOBPKmMof06ya4XkmiSsEaOzGvOmr4Ka6MhrsDMNtGc2kyDmc1vOkkYaWdlA2HdHyviEUkDucrH/O7fsJHrXbS8Jkil9KJPqALU3UmpwKCedNFwsqDEqy9gvnGPwYXZThfHFFiaR/JucpWpuZaqE4OZae7mJf3BfDiQTWOWbVcW+jCWJ7Aj4dC+S67gfH5droz4tjrKn4QC3yhLaVnxhwLnFaw8ngcl2rbuIeRmZFyQrURfHfoyX0Xw8ELGja7SHjtgIT3Q4soN/v74EDhsnu1swwLBzF/9InnUqMellqozY5gvYMQF1o5h3G2vJHb9DHakoPfKS1fnw/nJz81rzsH8j88YjlT0y6obBdEst5OwquO4VxpbOMeg9ztLkQj17LrTBi/qjOI6e3k7pKJ6e4CgkNC+fSEivX7Jdi4PY9UG5EAACAASURBVGSA2jgzAzxrpNB/1t9c/x7QdDO/jGMhfBmQSaK5R6qlPJm9/iF86Klks9vybbOcdd5qtvlG4x5VTOOkOTPWX0JodASf+2p444lRKUKvk5zPVVmCVPR0C11VmZwNiuFncQLnCqroutFCb2067kcUbHJW8r5MaPq9u9DP4u0GqorSOKGMwz4kA11lNYbuYiLCw3nPXcXbp6MQBedSPCYM2B6oyuXS5RA+Px3M1iMh/KRI5HJ9K+NLQ3CtksSEKP7ip2Ont4bPr8SwJ7aM2vF+oI2GijR+vRjGFydC+FkWz4WaFsaWhuB6FamJ0fxwMZSdR0L4SRqPX3Uz1xaHBEWypGh+vKBjp1cQn12K4ueoEsrGjEAHHbWZ7L8Uxl/OhOOdV4thagAWurjWX0utvo7O4Q7GJ/sAE0t3mjF25KGJimXPqWi8o4tpuNcvlMrkZnDyfDAfHlUK5Z7Pe5+uUqzcNGyT5FFx0wBTVcSEhrLVQVBb23QkHK+yZsYXerhRlYLLsYfAtcHc87PxTAKXqxq5Pt3F9Z4SdOGx2KuSuVRUi+FWF3dGK4gOCWOno5RNXkHsCojjYGIlbZP9QDMVJWnsC4jgr2c1bPFUsc03jL/4p6BtaGWGAWavVhKliGT32SBePx7L2bJGxheG4G4jVblJHBSH8flhFVvcH72xFEDzzZPRyPRd3F/o4XZ3IUGRcewOiMUzoZCigTbGjEXIA7W87Swzj7+QYyWSs+1YLJpOPdP3G8iOjOBT8431OlcFmzw1fHo5mp8jiykaNQJ6uuoycQgI55sTat45Fca3V1IIaWrlPgPcH64kUhHFvnMatngqeVuVR/bVPpjtoL+znKK6MqorMvBTx/JzcAEZwwagk4GWbFwkEeafGcpXl5JQ1TZzl0Hmx6qJ18Rg5xfEVg8lOy6lENzcxu25frjXTEtFJn6aWA4GpSEvraS7t4y0+HDe8Qnl64wGxucMcL2a9OQk3AOiEIVmEd3axLXRGrKiwtnlpeAN3xC+Umcha+wAjCxeLeZ8aCxfHQvFLbmMpmmhj3HSWIRYE8tBcTT7FDHsCYjhVF4V7aOttOdH88EJHZ9eisa3uA7D3BDcaaA0M5Z9AWHsPBrCX65Ec6ywju7ZIZhspCIrjv0Boez01rDrXDjfheST3N8rqCl25OAqieS7U+GcrWhkeNHE3Gg91WX5JBQVkFj8cCWXFBKfkcppmY73vZ4ltvHIeJOeHubnuxnXF6AMj+OXgDh8koopG2pjtLcA/8vBvOUk5TVHNV8pssgY0HNnspVus23aG5xJTFsrkzOdmJpzOH9RzeuuMtY4y9l+OQVlfQvj94VRGreNFRQVZqHOLiStpYHBriLiEiL56FQUjto8Sm8KA+aN5Tn4XQhm54VIdidXMTBlBLoZ66+job2OzsE2Ju71MY8J7rWi7yghJi4BN/94LhTWc4NBmKwnMzQO0VkN23wUz1TefQia5hEms3r6G7M4qo5ljzgRv/wq9BO9TE/UUpAazVcuMta7BrE/pZLWOwOw1M34UB11+lo6htoYvSVkbbjXxtWeQiJjovhaJOONw9FcbmjlNn3cG6ilqq6Cipp8QoOD2OoTxKeRZTTf6oepFtrbyilrLCE/K46fDwXxlTKHdGMn00tG5m7WUZSTyiF5HI4R2UTVVmPoKkChDhNsqiyFowUN3FoS5mBGJCfx6+UwvvJVYeumYvOREH6UJ3C+upnRJcEmpz1mk6Ofssl2l0P47GQwH8RWop/sg7v1lGSnclgShV1QOqrqegZvNFKTEcsvR2VYuMiffsbOSr7W5pE90gf0MXu9kebOGlqMLQzd7GFm3gRz3UyYSsnOTULkG8JfL0dztMh8biYbKc2MY5+/cDY+84vgL6EFpA70Al1cbcvBQxbJN8dVbHIL4ufIAkpHDczTD9MdDBjraO1pYmisg8nZfsDEwu0WuuoKSEmO4S9HVKx3fhRwlsebZFI0YYCFdrorszivieZnRSKncyvQj7ZhrE3D9ZwaKzsJG32j8cmtZeBuH0sYmR2to6E8B21mLlG1tXT3VlGdH8cPFyL5/koaMZ0dLGJi0lBKsDSSn89q2Oyp4mN5Fsk9eu4tGlmYqKc8P41jyjgcQjIIq6rC0F2ELiSCjz2D2CVJwiu3ntF5E0zXkpCexI9ntOw6oeGdM8KZKrneJ/j7ylwuXg7l8xNK1h8OYXd6LQPTRrjVSH1zOZUNhaRlJLD7TBT2qmxyR3qBXq7W5nPlcgjf+ml590wUB9XZgmo6Bkbq8/G/EspXZ4LZciSEv8riOV/TbI4FqklLiuGni1redley+VQCsromxqYHYKmHyeFKcotyUKcXkNtYR/9wObFhEXzhJMXmSXvlJsdKpOJLRQaJ/V1MLfSxdKue6oI0jqhicQjNIKyulra2EuJCg3nDQ8Gao7Fcqqhn+J4JlnqZulZNUWkumrR8Mupq6b9aSVpcFLvsZLxzMZlQfSs3pzoYaclHGhLDblUq6ppGxqa6GestRi0L5m03BdtPhfF1UA5BbZ1AHzOmQk5ro/jyiIrXnWRsv5CIuL6FG3c7GesuIigsHjtZEv7ltZgmu7k9UEZkqI5tLnKsXXUcKq5neNHE/I0Gap9jyxMy0zgnD+UDbwUb3ITLm3VOUrZJMoke6GFhrJIEhYY33YV5iZY+0Zwpa+Quw0IFXIyOt73kWD5LiXYZNI8loGhpZ4FeJgaqKaorpbSpAJ0uDqeAZIJb2pnFxPRAOaGySPb4BbPliI4vLkZxOLealukhmG6hIS8RkSSUj7wU2B6K4nB+DQP3+oVRch2FBEfEI5IncC6jmMr+GiqLUvE48lCF/NHPZussZePhMOyTK2gbN7BID7f6y4iJS0AkS+BQUiEFbTXoGzLwOqdhzYFwTpY2CRdzxlLi4hIQyWM4GJ5LZk8b44PlRGmD2OgTylePxAIZKcm4B0ThEJpFVIsQC+TEhPO5t4xX7ZR8Lssgvs+8727XU1OYxlFVLPYhGYTW1tDaXkJceAhvH9XyxZUYfEvq6DP7+5KMOPZeMfv085F8H1ZIxoAB6GKwJRs3WSRfH1Ox2U2LY1oVffP9LN5qoqW+jJL6UnKTYrCXRPBZUD5JRiEWGO3IxV0aybe+OhyTy6i/ZQJ6mBiuo15fS8fgsi8SxPlGegqJTo7n4JkoHDU5FJoZYLA6l0sXdew6rnowwvH/b3j7v2n9e0DTVYath5o3VLmkdLUzdqeH8dvdjE200tGey6njat50FpT31rtIsTwRhV1WDf03Ohm90824eY1eryItKZpdzjLWPXF7Zy2S8YkkhZDWVvr7GzGMtjNwQ8/QTT0jN5pprszg5AU1r5tT8bauKr6QphJc34DxZic3JjoZuaFn+GY7fYZy0uJj+OWQjA2novApbqBvrJOxO92M3+nixq0eRkylhCfE8ZU6n5KhdkZudXPjdjfjt7oZHW+isiSdU2fjCGpqoutmF2O3uxi/3cXYrVYaW0sJjy2gaqCVoce+r5Gq2nwuaXIp7Wvl6mNfa6a+OoszZ2JR1jbQcbObsTtdjN/p4vqtLgYM5UQH6/joXDyXKusx3e5mfLKHm2MN1FTlEpBSQs1QBzdvt9PblosmIwd1RSNXb3YKP2eym+sTXQw153BeqhZKf597eAT56s1Hogmoq6O+Kp0jFxSsdjKr3noE8bYyl0JDOckRkXzmIHm8BM9NKH3cfDqGY1llNA93MDKuZ/iGnmtjLXS25SNVhvCxq5TV9greO5eATt+Kcbyb67e7GL/dydhEN8NXayhMj+S9w0F8HV1CiUnPtVtd3LzTxc073VwbbaKtNJ6vjymxOZWIvL6ZG3d7uXFLj7GvhOCAIN5zk2H1SCBt4yTjjRMRnC6vp62viYGRVozmfXT1Zht9nUXo1CF85CV/5PuEEo6tJ2JRtLVyvTuXs4EaLERCKZaNk4JtR6MJqGuga/zx92bqLScxPAKHpBL+P/be+z2qI1vU/j/ufe5zv+/MjMdjA0KZaMBgbLAxBpOMPWdmbI9tgtRSd0sooIAIEogkqXNLLanVSiijnAPKOeeIRBRIIor83h92C4QQ2HOOZ2yf2T+8j412772rVq1aVWtX1Vr5Ax0vyj81U/4kvvDVsuBANN55VXRN9jF+q5OxwUoKMzOJbayn6Wo3V6e6zbrZzchgFemx0TgkFpHeO/PMHm7c6uXqtRZ6qlP562Et7+5Xs+lMCorKOrqvd3FjspPLN4Q+MDxcTX56IhJfFRYekWyJv0DLcCP9l1rpvdzBpRudjN3s4NJIFdkpsezw1LB4vwFJSimV13q4PCmU58atLi5fb6EsPY+Mmio67vQzcaub8YlOxq51MHq9g7Hrwn8vTfRyfaya3NRYPgnJIq6zmUsTPVyf6jHbixbaOos5rc8lp62RixO9s6610tlRwEn/OM4WVtFwo+eFTKa6GBmpJTchGXVZFS23BnnydIgnD/p5ON3Pwwdmpvt5+HCQx4/7uNlfQphC2MJrPcfRspaoeP9ILMerGukcaGL4yoyOdHHpRht97YXoNeF8dEAIaGEvV2MpDeWzoFQiGurovdrB5RudjN7s4MqVeqqLz3PwhI7l5omLvYsGG6mWjwMTOFlSTevVLrPMurg60cXlsTrKs5PwCkvCq6SBweudz23T9cleLg9dICo6ivWH4zleXk//hNkWTDRTV5qLKa2QwktdXLvZSm9XKUkVlVT0tHJpopvxWz3cuNXD1WsttBYl8s1RDQvmSS0129FMGumHJ/3cnezg0vUORsc7uTzeRn9XCSZTDF+6qbGfSRXjG49/cQ29k+YyjTfT2phPcEoRxf1t3LjdycW+EqJjYtjurMTeNYxthgJyB9u5cauX8ZvNtFRl4ndCWEmz80tAUd3A8K1exqc6GesrJS4qig0uamyker7QZxHb0szohCC/Szc6GRtvo7enjISYaLa76NmpzSHzYieXbnYzfkuwL1dudjM6WEpkVDiLnMP4SJ1H0cW5dr6ZuqrX2+ThvgvEREax1VhITlcDI1da6Rqb6TudXLlcR3luEt/76bBznv/LuL1cjZVbFA6JpdRf7Wbidi83pjoY6S5Gn5pPQkMjV293c2WkgvTsVCSKbNJf6TetdLTlE+gfR3BxNY0v9Y1uxkZryY418pm7knekBr6NyidnoJ3x271M3O7i2qV6KvJySKipoe5qJ2NDtVSW56KPNPGZh7C9cPaKppWTnrWHU4nvbaRjtIXBi62M3RT6x+XrzbTWZnHoeChrpCqszSk4Vh+Kxi2tlLLhDkEHJ7u4OtnFtWtNtFRmEWKIxTGjgqqRTq5M9ZhtZC9XLjdQU3COzZ4aLJy07FCnE9nYyPBNYUy/NC6090DfBdLOxbLbVcdWRSbJQ51mfRfG5asTnXRWZnDGEId7cQP91zrnjPcVJJ4zYi/Vsvp4GlFtLVy63cv4VDv9Tbno41PwKayj50qnec5ivm/gAhmF6XgU1NF5ac61kXISUxPZpskjf6htjm610FKfhaeHhmXOGlYGnONYXiWtVzuZuN3D9ckurk50cvVyPTUX0vE8Ecpqp/mPhMzYn22K85iaGxi68bJshgYukJQUz9eeGpbKBJv13tE4vDPLabzUyc07PYxPdnH1ZhfXrjbSWJ2J3xkDayRKFku1rA9IJLi8ivbLHVy5IYyVV6410VKdTWBQKGvkaiycwpFnlFNzvYcrU93cvNXDjalOLl2rIc1oYpeLgnclGj7wj+dIfiUNo+3msaiTK+Mt9DTmEqKLYK2LGitnNXauRtxzq+i6M8iTZ/PY8gf9PHwwyOPH/UwOlRGpCmOVizkXsUTFypBs4vpbuNSWjauHhmVmXbSShfGVqYjyiSG420RVciQfuqtfE6DKvD1ZHsa3cUUUXezixq0exq/UU1udgzK/ipqBdq5M9rwY0y83UFeSzM6QDAxNjcKY97yftjM4UEzQ8TDW7VdgfSgGt/QLNIx1cH2qm6s3hDnS2KUGmioyOBpsYPVrUtsscdFg66xmxUEjjgnFFAy0cW2qi2s3BZmOXWuipT4PlSqcDQfU/MkxCo+sCzReb6e7v5nR8Q7hdzc7GRu8QHx0NNulIT86F8hJiWXXwZktx4LebQ0R9G7wRhc35uhdcmIsX3mG8v6ZLFL6Wl+xW+0tgt0KKa2habbdmuxmdLSGzGghWOHywPOENjZz7XYf41Nt9LUWYghNRFVeTe31eexdXBRbj8bgnltFz8xYdKOZ9qYCQpILKewVxqLh7iJic7IILq6n/8psm9DD5e5iDAYDdub57C/tvP2W+KdtnbV30bLMK5ytJ0x8ERjFtuNR7Dxp4ovj4Xx0QMuymS9xcjV2bnrWHjay+5SJnceNbAswsv2EiS9OGtl6SM/KeXNGaVjuEcpHhyPZcjSSz0+Y+OJUNF+djmZ3oJHPfPWscnkxkbOTqbF31bHWN5wtAVHsPBnNl6ej+eqUiZ3+4Wzw1LJMpsbeTc/6o1HsPmVi1wmhLDtORrP7ZCSbD4XynlcE20+a2B0YxfYAI9tOmPjilIkdRw185B7KpgDTrHoIdd55PJLNvhHsCBTu2xFgZNtxE7tORbHDP4KNXuFsDzSx++TsayZ2Hgtng3son/hH8cUpEztPmJ8ZGM2XgZFs9tKy1EXLGh+hTjtOzLwrlNWeYXxyNJJtx41sPRLGR74GPjkWxZcvlS2a3QHhbDiofYOT+ULeS1y0rD0UziZfPWsOvIiMaeeiwd4tlI+PGPjIUyfIce4zzCG5Vx40sDkg6qW22uIXyhpXIRCGjUzDCvcwPj1ueqWsX50yss1Pz3JXLat8I9l+UtCt7TP6csrEF0dDWXVAjZVMx/u+EXx+3CS0dWAkmzy1LHd5+QuwvVzD0gM61h2KYPORCLYGRLHTXLYvT0ax/UgY6w6YA3XM3CNTskhu4FNDEXXXm2nNTuDbg0oWOL945rIDej72n61HUewIjObLE5Fs8dGz9lAk2wJfLf+uo6GsOqDBRqZltbcgqx2Bgp5s8g7jE/8odr30TBNfBhrZ6qtn7aEItga+0M3nMvEPY42bBlupCjuzvnzmL+jm7tPRfHXaxK6ACD4+qGOFXI2tq5YVXgY2H43gM38j2wNNz/vKroBwNnqa08LItKzzi2THqWh2B0Y977e7T5nYcTicz45EsHVWf95tlusMX54U+t7H3jqWexr47ISJL0+a2HHcyLbjUew6aWLXcaF/fH48it2zrgm2JIKN7no2HjHOkolRkMlJI1t9Qlnnm4CivomxqQ4GO8opbSintLGcskbh/4u7Wxibvgh3GqhIjWK1m+Z5UIrZOrLMrCNCnaLYNUtHth0JY+0Bc845F2Hrqa1UjZ2LlnWHIth6wiy/00J9NnnpWClXCblkn+uU8PvV3gY+PWZk+wmh/rtPCm2zyUvHao/Q19smHx1LXLSs9gnnswCjYAtORLLZJ5QPPELZeMzI5wGRfH40nI+PRLLthGBvtgeYZW3WvTVu828be+mM5qVBmGqkMuMc3501sT1Q6MefHw5jnZuGJVL188BKtnItq73D+Swgiu3mMm3xC2WNRygbjwj26fNj4Wzw0rHCRbAbS92Fa9tPmNgZaGSrXyjvHzCnvnDRsdY3gi3Ho9gZGMWOY4LtnpH5kgN6PjhkbqPnNj6KHccMfOiuYYlUw3te4Xx+0ty/zfr0xalovgqM5FMfLXZyLSsOhrPt5Ott8qbX2WRvHSsPhvHx4Qi2+Bv5fFbbf3E8gk1eWpbJXxdVWMBWpmGFRxibzHqw84RZxzxDWe8bwefHjWzzD+djn1DWeBoE/ZrTb744Hs5Gdz0fH52vb0Txua+Ola7CJH6pWygbjkSy7XgUO05EsSMggk1eetb7Gth0zMjnRyP49FAYH3oKOZvn2nahf4Sy4UgEm49GCn11po8HGtlySM97M/kfZ3RdrmGFZ5hZF839+aSJL05E8tmhUNZ66HjfL5Idr9j4KHYcCWWlq2DP7F11rPONYEvAnPb2D2eDh5alUmHM2RIotPeOWe39xTEDG71fN94b2eKrE7YJu+pY7yf0452BQlus9wrlgyOCDuw6EWWWbTS7AyPZesQg7Fg5OefayUi2HArlPa9wtr0yFzCxy9/AeleNkJdQrmXVwRlbYHpuC3Yej+RTHz2rD2hY8iYdkqqxd9HxwaGIOfOdKHb6G/jIPN+ZGZtt5BpWes7o3Iv37TLPJ9Yc0DzfnWQrM48hx2dsutBum331rHYxf9iX6/jAL5Kdp6KF+Z+5/b48ZWSrj3luJhX6wXteBj71f3lOsPWQnjWu5ijOcrW5T54jqKaRi7c6GeqsoOwlW36B4q5mLt4bgXtN1KabWOemNp+bNOCUWUX3lTpKU6NYIxfmGTNR0ZecOo++p407ly4QflbPGhf1/BGhn89lBN3deNQsq+ORfOYXxnq/SLa/MqZHsfNoGKs8DWwKiBLGvFlj2O7ACD5217JcJqSlWjHTBoGz5rMnItniK7T5m+Zp9ub2We4RJvTnWXPiL08a2Xo4jLXmdrSV63jfx8Cn/pFsOWYU5lcz8+FjBta7m+34T5wL2MlfjHvz652Jnf4GwVbLNCz1MLAlcB67FfAmu2Vkq49gt2xd9aw7FMG2533SwIceejYeNbLrVPS89m65i4aVXob5x6LD5rHoqIGNvgY2zGcTTkTwqbfW7N/88s7bb4l/ajAge6kSC0fh4PkChxAW7Few0HygeXZDLZWrsXFSCOdKzAFJhHuE4A2vC+RiJxPOpS10FJIrC/cJ/13kNLPNcZ7fO8x6137hkPVi6YutvNZOLz9rpiyLnYWk04ue/03xvF7C+9RYmg/av7hXqPNi59fcJ1EKUfHmuSYEaxGeufClZ4Y8L7O9XI2Vk9Jcp5DndbdyVrLI0Xz4WqLC0lllLttsQljgKCQff9MZzRcGVkjaPiPb2ffYy1RYzMjR9fX32zyXwwv5LjTn2bN3MUcwlAvJdBfMrbODELDJXi4MEIteaSPhWXZyQaesZreFo/J5Iur5DLS10/x6tNBRODz/4mynGgsHNWsCUtC3t3Hr+gXC1RGsc1S+pG/2c98/q90spIIcLN5UfhchQM9Chxfln0n2/fxvc/qJjfNMf3v5mQskQuoOITrkbH15uQ/MpNVY6qIW5GuWx0u/dXzRJ5e6aszt+bK+z+ighUQp6O2MTOcyq+z2slltPrsPOM4kVX/NtRn9n9Pn3t0fwkJnDetCcskebKSzJptDxwxsORrB1mMRbDsazudHDGxUZWHs7YX7TVSlR7HaTf2Kozm7PV/WkZk2UwormXPvkamwlMyRtVk2Nq9x5qyd5vSP/YoX7St9g20y2wLreWyBpbNK0DWzPi+WmG3DXN1zmmn/+cs2NxhQTqSeZU4h/G7PrL4inWOv5yuTxJxfdaYMc+6zm9PeiySzbPlMO8zu17NW2Oa18TP1Nr/DTqp60ffmkeNSF/PHpP+iTbYzj3uv9B0HIXjPm5zMJS5C/7OdO144KrEy9//nY5azEMzkH+sbwu+e92EXwWGzcHxxr6Bvgu7OBCFZ5KR6tW1f0g+h/z7vH3Ps+3xbPJ/bq3n6h5V0zlgxZwyYKftPam/ZfO1tbss39amZVS256qVxfaFESA7/uvssnIRrC1/zTDvpjO1/VbesZ/ebuWPlj9iP186P5tbd0VyOHxubZ8+lZtm3mTnH3HF85nczOmzjNP/YYCF90X7z2rznc4IX77OTa1gXlM35/kZ6GnI57G9g62xbfjiMjYpMDF3dcL+Z+kwTaw+oeNdBzUeKbDLHOpjsLyL4uAYbuRobuVqwJa4R/JBaTuNYPQ155/jCTW3+6Pdm2dq+NLc12zSn18xJnFTP22Jumy9wMI8druZ5sPMs2/wa2b4Z9YuyzW0fs0ztze0zo18L5/52lj3+qXOBV8e91+jdzEfIH7Fblk7z2NdZuvNqnxTKLIy3r7F3ZvnOHosWSoTc0zNj0UJHJYudZgUlm2PfLefbUi3yo/zz05uIiPwPYamLmkWOKpb7xnOysoGr9zsZLE7iex8NiyXiIfFfD2pspBqWHTzHmcY27j1upzE9ju3fnuWPDkoWSIQJ0FvfBWF5KpPYiz08vVpBtFIvRL8Vt8W8wpvTm/zy5RMREfmfiJDmxt4jjsC6Vu4+bqctJ4Fdfz/L27Nt+d+DsDiRjnGoh2c3KolV6FnmpGLNiWT0re3cu9tIZVYcW6XCh1w7s/O67GQ6poZq2mszkB/WPo8o/cvXW0Tkfw6ioyki8hOwl6uxloWxLeQ84c2tXH7Yz6PLpYScCWW1VGXOJyby60CNtVTDsoMJ6No6eMwg4535nDmp533HYP6wJ5i3nHRsOpWMrrmZyxNN1GYn8J/uwlfuH/ua/e+IvVTBO98HsTwki/ixIbhZQ1a4DjuHYH7vKEQR/0m7IkRERER+MsJHwyUe51A2t/OIISZ6Cgk+rWedJJi39gTzB4mOj08koWpo4tJEE/XZiXzjE85fInI4197OFH1MtuVwOEAjrOSaU+DYyzWs9I/HJSIBl9OhLJW8KU6FiIjIfxXR0RQR+QkIARbC+TqmhIbbQzy53cCFlBg+O6DB6jWBPUR+KWbOg4XxZXgu6f2d3H3YxfW+MhLTMjgSn8HR84WkNzdwcayOqoIUHPyEs5niRGMeWbposDsYxTe6FIIr6uiaHoMnXQzV53A6IYkfjoXxgYv6J23nExEREflHEGx5KF+E5pDS28Hth92MD14g+XwGR+MzOHK+gLTGOkYu1VNbnIqDjxpbjygcM6sZuD/Aw5uVnAs3slEi5GV/aayWqbB0ErYSi2O4iMg/B9HRFBH5idjLVFgfjMY5MZeEvFT2HdSwTPpq4myRXwf2cjXWUh3bVecx1NXRdqmN/sttDFxuo3+skYbmIsIjTezyFPKuiSuZ8yBXYSvXYns0FU1tELvBgwAAIABJREFUPf2X2+kdbaF7tJXey230Xawk3mBkm6uKxeKWYxERkX8C9nI11s46Pg9JRVdTS+uYYMv7zba8qaUYoyma3QdVLJaqsXLWstInGt+8QqLj4/nWS82i12zxfzWllYiIyM+J6GiKiPwD2Mk1LDug5T03LUvFAepXj/A1XMtKDz1rvcNY7xPGh2bWHdTxnuuLqHm/dFl/1bjqWOMVxnrvMNYdDOX9g6Gs8w5jvU8o77u/Gs1ZRERE5OfkJVvuFcYHL9lyPe8dMEdDl5udR7mG5W463jtgDmrzK6iDiMi/I6KjKSLyD6HGVqrCyllcyfytYCcTIuwtlszBSYX1T4gwKKJ5HgXzFRnOihj9i5dRRETkfzT/kC2Xq7FxFiILix8SRUR+OURHU0RERERERERERERERORnRXQ0RURERERERERERERERH5WREdTRERERERERERERERE5GdFdDRFREREREREREREREREflZER1NERERERERERERERETkZ0V0NEVERERERERERERERER+VkRHU+TfDnu5GjuZGttZ2P2COTF/beUR+fViL1djN6MvcjGtiIiIiIiIiMivF9HRFPm3wl6mxspJySJHxSyUWDipsJb96507O5nqteWxEXN/iczCXq7G2lnFYomgLwslKmxkv3y5RERERERERETmQ3Q0f2bsZWohcbDoJPy6kKuxk6mwPmhknymHmOpKcpoqyay5QGJxHoq4BPYeC+V9F82/xMGzl6uxcVKx8lA0TufyOVdbSW5TJRk1ZSQW5RASHc83h/W8JxVXrUTU2Eo1vO9j5PuwNALTC4gqLSUpO5k9J0KxdhJ1REREREREROTXh+ho/lzIha1stgf0bHRTs9xFjZVcw9JfulwiLJGrsZZpsPWKRpZRTtv1Tm5dbaJ7sIVrj0aBIZ5eKSNMGcEGqQqrf7ajad76uPJQHL751fTd7GLiahPtg+3cZhQY5OlgAWcUYSyXqLD7peUn8gujxkKiZ2dIOkkdjYxODQCjMFlKkN7Aov2q36ijqcbaScG7e4N5e5+ChU4qrCUK3tkXzNt7FSxyVou6LyIiIiIi8htGdDR/FtTYyLSsOhyDPDmXmIwU3E6GsUqmxvYXL5uInVSFnbuBL2LLaL3Vx6NL5cSERrLriAnXrHJqxloYbsnm0IlQVjqp/ultZidTY+cagcP5Kvru93F3pASlMpJtR+I4mltB27VWeqvScTuuw8pZXK0SUWPlHMqWUwmcyCsmoamVmw8G4VoxJzQGLBx+e46mvVyDvVzHhoAY9hhScNHE8NcAAxtPxLE/NBmXsFi+9NPznkzUfxERERERkd8qv1JHU42NsxILRyWLnX8DzppcxUKpgS26YrofjQAdNCTH8xeZgsW/0S209jIVlhIFi8xnF3/p8vzXUWPpqGHdkUQMfV3cf9JKfXIc/ykNYYFEyVLvCHZrEvE5HcZGdw1W/+y6ytXYyLUsOZZOwmAPPG4gNymaDxwULHZSs8w9HEdjAk6BBjbIVNj8g8+2clKySKLESqr+Fche5GdFpmSBi4GPDGV03OqH8RICf6OOpp1MjY00HOeMSnoej8FkLTWFqXjm1zN8fwieNlGUGMuXUiVWYmAsERERERGR3yS/UkdTy3ueoaz3CeMDTx0rf/Hy/AhyFRbSMDYp8yi92sWduw3kxMSwS6bE8jfqaC5z17PWO4wPvfSsdvvly/NfR8UiSSibzuZSNdUH96owaiJZu1eBlTmCp72LhuXm3/+zJ7T2UhXWB/SsM5ZROzEAV0tQ6/QscFRhIxO21C51NW+5/kd154CONV5hfOgTyhp37a9A9iI/r+4oeFdu4MOwUtp/446mvVyNjczANzHFVE0Mw6MWemvO45FSRvX1fqCHnvwkHNyULP4FgnSJiIiIiIiI/Pf5lzuas8Pzv4T577ZSDXYyI57ZFbRea6aqIBVHmYol82xDtZ/3OS9PSl56n3wW/+A9r7xrzj12LlqWe4Sxyd/IjuMRfOIlOMj2LsI2sZfeKZ/5+5uf+eN1nY3wnv+e/IVgRnYyLZ9F5JE20MFQWwEhITrhDKrsH5f/q/I0X58rkx8JoPSqrH5iwCWZkoWuEXxuLGfgfj9cKeRwUBiLZ861yc2rKzLNT9KNJfO05ytt+YZ2tHVWYe9h4OvsOgbuD/G4O5eA02oWOqvN2wmFyKLWUnP6CvlPkaUKW7kW24A0QpuaGbpUjjHGyBLnF202732v0Xf719X1uZ79SN/5CTrxo7o5t4+8Uq6f1lavLdObdPUn/W4e/Z1Hh2fadG69Xt8Wr3+uvUzJItdwNobPWdHcr8L2J/al+eX26vbUV8osn78tXi/bH9/yai/XYONxjlM1LUzdracwIZJNx+IIrG/j9p0GCs/FslWixPon6I6IiIiIiIjIr49/raMpV2MrVWHhqGDhS+kcFCySKLGUqbFx1mAri+ZUTQuPGeJmYzYHpSrspeqXthHOTgsx86yFM1ttzUF4ZlJZWEjM73BSYemkYrGjgoUOZhyVWDipn0cafTWFgBJLJxWWEiULHV/cs2hOOoylLmpspUre2RPE774P5h0nFbauL+ps6aQU6u2gxNLsRMwu/0JHxWtTWtjPU9dFjkosJEJ9LJ1epOf4Ufk7v0n+5vODMi07EsppeXAJblSSoNeZo+nOlr96/jI5vZxy4SV5OihYJFEJUXmlKhZLFLPqL8hlvuAfdjJB/oscX/79YulPcDZlShYciOTzmEpG7vfDWD4Hz4ayYM4qkFBO5UuyWeioZJFEhdXsc2JyNTbm9pz5jaVMjbXUrFeOSizesN3b1lnFEo9w9uY1MPxgiEcd2Rw9qcLCWW3eTviirjMymavzFmY9tJg5TypXYSPXYn0yh+wrg0ATRenR2EvU2Ehn3Sd5cZ/N7PrM0ffn24fNdZ25tkgilMfG+YUuz2xtX/oaPV34E7e/28lUWDnPlFGJhbMKa/P27YUOQioPa5mGJbP61Iz+PH+fRIXVnNUv+3nTx5h1dZatmNEBm/l04JXUNy/eP7sfzdbJpfO2mZLFc+q1SDKrzz+v16u6buGsxkY6v6O5YK8Cixn7NLsc8/R/mx+R21Jz37Z2Vr6on5MKW3M9ZtrCSja/vGZku0iiwvrHPpw5q1h1KoNz3U2Mdebg5afnw9NpJAy0crEpC78TOqwlv73VWhERERERERGBf5mjaS9VYeuq55OzKZwtvEBWUzUFLVVkVRQTX1pERHYmfmd02DmE8Lvvw/EpbmCCPoYrzuPww1ne/iGYP0pU2MrUWEvUrPIx4RSfR3R1JXnNVeQ3lpNWnM0xRTgb5ArelelYdzQGl+gMlNmFxJQXo41JwicihVOFZaTVlpNaVUZCUQ5nDVF85qFmoYOGNT5GvjOkcTIjH2NxCYnpKXhGpuCRWkRyTQVpNWUkleWji4/na28ty51U2EiVLNinwEIWxlfKBHxjEtjvH8b7TirsPcL4/Mw5vM5loSko4lx5DocDDWx2j2RPfD4JdZVkN1SQWl6AJjKKzw9qsHQ2y00u1NfOx4RzXC6x1ZXkNldT0FRJRnkB2oQUvMOTOXQuG11yEk6nw7CVvroK9kL+oXwanEJQ4QWy58g/PCsTvzN6ljuF8NYeBR9GFlM+OQyjpYQFKXh7TzC/3ys4VVYSJcu9jOwx5RBRXk5OUzX5TRVkXMhDHWlih6caC0cVNi5a3vM18r0+hROpeUSVlxKdksB3R3SsOZFIYH4ZmQ2VZNZeIDnvPJ5nDLwvUT0vv71cg5VEzfuHY3BNyie+VmjrvIYLJBdk4HsmjHVyJRavcbCXuqqxkQTz/zmE8oHhAv33+mE0F5cADf/nb0G8I1Fh42p27qShfKlNI6S4jMzGagqaK8mpKcKQmMh+P0F+FlI1KzzD+SI4kUNJOeiLiogrzsTjaCTfnE3mZGEZiRUFqGNi2emmYans5cn+Urkaq/3BvOus46v0WvrvD/GoLROvI2f5338PYZHcwJ81yfin5RJeUkpiQQZeCgN2TirsDuj4KDAej9gstPnFJFYUojHF8We5CjtnBW/vU/AHv3TiB3vhUS2p8eH88Zuz/GGfitX+sbhGZ6LOLeJcRSG62Hj+U67CTqbB3jOSv4emcjqjAFN5GXHZ6Xie1AkOh0cEf1EmcSQpl4iyUqIz0vA6Y2CX5jzBhaUkVhUQYohml7uShc5qlnibcIrNxVRVQV5zNfmNlZwvyeKYKoINzkpBl+fqpVzNElcdHx2LwdmYztnsQuIrCggOj+MbbxMuyQXElJeSlJeG/EQYqxwUWLno2XQ2mZO5paQ1VJHfXEVOXQnRyQl8f1iDlZN5pVmuZrlvNNKEAhLrq8lvqSav7gIpJYUYiwtQR0bzhbfa/IFLhZ1LKLs0aQQXzehAFVk1Rehj4/jbQSFtkbVcjaWTlk2nEvHPKia5tpL8GZ0szMQvyMAGVxWLZRqWuunZFBjHgZhMFLlFJFTkcVwZzd/8YvDKLCahooTYzGT2+OlZ6ahgoUzHxpOJBGQWkVxfRX5TFdl1F0gqzCEoIoavvNUsdDGw4fkZzWL8ggys8I3naG4pGY1VZNVdIKkwE7+zBj5yUWEpFz6C2UnV2Eh1bD6bREBuCecbq8hvrianroSo1CQc/ASn3EKq5aOjJhwiznMmq5DYkgIiE2PZfCyavdE5xFRcIDk3Hc+Tepa5hLJDm47mQjk5zTUUNldwvryE2MICInPSkB7Ss9p5nnPG5pVxm0MJBNXVMzxYRrgygq1HklA0NjDUW0yoNoJ1MtVv9oy7iIiIiIiIyL/M0VSz2EnHx2fSMLY1ceV6M63tVWTWVlM/3M5Dhnk6XkNeZBR7ws4TkHGBytEupp8NcGusjuKCIiJyczhjMLLBTY2dbzx+hTX03exk4nI9FY1VFPW0Mnmvm4n+YrRqA6tcwtiqyySrtY6Lk0I6gKcT7Vwba+b6rR4ePRgELgED3B8rJ95oYqOzho9OJhFaW0Pn1W6eMQoPO7l8tYW+8W4e3O8HLgIjMNVIdeY5vvZUs8w3GklCAdHlldQMNnHpeiXJYSY+2xPCewHx+BdW0nm5k/uMAG1UZ2QTnlxMzUgjg0ONtI9184Qhnl4txxgWyUapEhu5GiuphmW+sXjmVdE92c3da03UN1WQ2VxH61gHtyfbGLvczMClDu72F2GIjMBaMt8qnyD/T86mE93exNXxZlraqsisq6ZhpIOHjMB4NWlh4Ww8mcDB5HySO1u4ND0Et1tpbywmojAfXUoiXx/U8b53DJ45lbSOd3LreiP1jZXkNtfTM97Jnas1FGYk8DdvFe/KQ9moziK9pZ7LU33AGM9GLpCefh5dfR19Fxvp7Gti7M4g0M1wdQaeR7XYyjXYytTYSzWs9k/k5IV6Lk50cGO0ltKGasr627lzv5OrnfmcCTGw1ln1ap3laqydQ9l6OoEjuaUktrcx9WgQbjdSVlOCPjeXUxExbJMosXMN59uYAgpH2rkz0UJfVyUZDTU0jLZzZ7KZtooMvI7rWeaoZO2pJEIu1NB/rZtHjACtVGQXU9jQyhOuA92MVCTxV3cN9rPSM9jLVFi7G/g4OJWzOcVkD3Yy9XiIp9frqawpQpuRgyZJmLTXDHfygDF4XE9Oigmb/Ups3cPYGZlLTksjN6eHgQGuN2RyQKJitVc0ssRctNX19EwNwJNO+rsvEJ6XT2heDrqsIoqb6rl0ewgYZKI1Bx+ZEmupFnu/BEJKyukc7wUuw2QtmeF6lrhqWRKYSkRVNSM3eoExmGyiqSSPnOEennEN6KQtO4EvnRTY+8biXVhD941OJsfqqWyqpLC3nRv3upnsL0avi+BD8/br2StUtlIVKw5GsD+xmNLeFianh4E+rnaXk3q+guEHo0K5rpegUoRivV/HZk02KT2tTEy10d9dTV5DLS3j3Ty43UxjYTL7/DRYOquxcTfhll1B+7U2xoZryauppKijict3+4E+xoqTcPBR8o6DEju3cP7TWEDBUDu3J5rp7qgiu6mB3okeHk/WU5yewF881dhL1aw9lYq+qZ1JBngy0UhRQzUlA53cne7iansOR8+EYrNPxXuHTLhnXKB+uJ3bj0eAbvrqSknLqWGcK4ItGcrFN0CLlaOeLbpskjpbGL/RSn9XNQXN9XTfEtrsYWcepwLVvCMXggG1T/XB1VJC07M5W1rNwMVG+gaa6b89CPRwpTkTrxN6bCTC7gE7l1C2aLJI6GhlcqqN4d5qchvqaL7azaM7LbSUpOLop8XWMYzvTLnk97dy4+4QMAAXi9FfqKL6xjBwFcbLidUb2abNJrWnhfHLDdS1VJDWVEvzpR5ggKc3ylD6h7HWUYnV3PFArsZOrsXu8Dm8U7MIMUbzqZOa1UfjOZyVw9kwI5vc1Cx2FgNaiYiIiIiI/Jb51ziaMiXvusfglNPArYcd9BbFsVMezP/9VsWGsELKbvfxaLSE8NNGDiQXk97ewuitfh4/HeTBrQ6GBptp6q4iOy2GTYeMfHe+ioH7fUwNFROsCGOVgxI7nziOVDRx42kfN1qy8QkMY93JePyTsznX0c7N6SF43M1wTxlxaekExmehL6mic7Kfpwxzf6CAoKBwPvI14XIuC1VpHWP3BoF+Jkeqyc3L5FTceUJySike6+EBF2GqmrgIIzsD4jlWWkfbxU4mnwwBLRRHxbD9hxDe84/BJSGfhPJqem718+RpN4MjLfR1VlGWn4wkwMCO4POcG+jmIf1cupCK3Nu8hdEtgt0x5fTcGYCJKhKMkXzgEMRbEj1fRhRScXMAGODWYCX56QnsORGKrfM8K5pm+UvzGrnzsJ3uwli2y4L5v39XsdFQRMWdfp6OFhPiH8bHykwi6mrpvN7D7cdDMN3NtcvNNA3WUlWTibN/DO6plXQ9GOLxeBXJkZF8LFGwwNnAX6JLqJ8YgHuNlKbG8Km7nvVnUwjJKSS7t43xB0Pcvt7O5aFaertK0Buj+eKQkX3J5TTdHoHbNWSeixQi3jqrsfUw4Vlcz6UHPYz35ON/WsfSfUqWH03kbEMbt5/2crk2Azc/NRbSOdv05GoWOxn4sz6LhK4m2q/1Mv1kEKa7GB5tpqG/mvS0BL6W6dmmy6divB8etlCTk8Bf3EP44z4NG5VZJAz08ORpF8OVqTj6aFl3NA7PpELSamoZvDfAkyc9XLnaSmdbDS19ddQ1F6HXhrPWxewsm8tjL1Vh6RnBdmM+OR2N9E30Mf1kiGd3O7k41kxjRyUF+efxjk/HP7uKzokBuF9DSkIUNo5KbN30bDidiF9MHkWDnTykl8HKdJwc1Kw7nEBQZTVVo53cmB6EJ71MXG+leaCB2s4LxCWnczYmh8yeDqbp42JdFh4ypXAe+mAUjuEpaGvq6Ls3AlcrSQrVsfSAliXHE/FPzeV8WxNDdwZ5cLeH8YsNDA3UUtbVQFNDLmcUYayQRrAvtZKh6T5uDZagUxtY6ajA6mAcAeVNTDzt42ZPHr5HdKyUql46c2crVbPyYDjfGrPQ5ZZRN9rFPQa4dbudvp4G2jtqqO+vJv+88FFn+fE0wrs6efyglaa8JPZ6qbBw0PKpJpfcy31wt5GKlCjWu+hZcTafsvFeno0Vcva0it//NQhL33iONbbzkDaaE2P5ShrCHxx1fKrOIWOsl8e36ylKj+PLAwredQzlz7El1Ez282yilvSwcNa76vhbehXdd0d4NllN5rkIbPapWOafQcZoL9BMaXIcn+1RsOJQFPticjEWVdB6vZeH9HNzsp2ernraumqp76kgLS6GbW5a1gVlkjTYAw/baS9KZr+PGktpGF8Z88nvqaWq5DxSPxXvuBjYYCildaofploZvtpEQ2cZcVHR/OVQJN/FltI0NQBPGsiMjWHTfgULnDS8H5iKoauT6futtJSmsNdbycJ9Gj7V5pIx1svT6WZqkmP43C2MnZpUgkvKye/p4MHjQZ5MtTJ6pYHK9nqaeqvIz05CFnSOo43t3Jlupjo6ik/2neF/7Qvlm4RyBu/3cb8vG6dDOuwlb0gXJBe2ic9s5baXzfxb2NL8Sw+OIiIiIiIiIv89/iWOpr2zgkXHkvBu6IQH7XTmxfO1n4bF+4J5yyuBg6XlVFVn4uqhZqlEhaXUREB5I5P0cbEmEzeZCjtnFVZyHSuDc0kf7YGbFUQbQlm0J4R39gbzJwcllmdzOT/aD3drST9nxM5Bga27gb35DYzcH+LZcAHBKj3WEiWLJUqWeBiRFdUzMn0RnjVTnpXADocQFsjCeF9bTNNUPzyoIcFkYr2jAksnBZauBrZGlNA0OQD0M1qZjqevgrf3aVnvn0bapR4e00JJVAxfOCiwdFFj4aBl/dFUEi/2MM0Ij27VkZsUxy4XFYscFdgfjERa2sSVh4Pcb8nE57iKt/cqeO9IHMebO7n7qI+JmhQcjqj4k0SFpaOCFYdj8atr59bDfm43pCH1V/OOo+r5Ga8ZLCQqLB1DWBCQzKGmLnjQRntuHH/1U7N4fzBveSfgW1ZOVVUGcjcNS52UWMm0bI8rpXpqGC5dwKTVCWcqZTpWK/LIGeuDZ+3U5SWyW6rERqrCylmNldyEX0kD489GuD9UgiFIh72zEku5nj+nVNI8MQxP+7jeVYDirJ5lUuHsmcXxDKL7euFpIyWZMaxwEu5Zqymk9FovTy+XoFLpeOf7YN7ZG8TbEjVLNUWUXR+AqUpMxghsnV5zXlOmZOGBSD6PrmDofj9cKsAnKIxFDiosHVW8H5BIUEc3D5/0c68tA5fjWhY6qISzZ67hbDOW0Xl3AB7Vk26K5jNJCG/v0/Lp6Uxyxwd48myQ+xdLUCkj2HxQz+aj4WyQa1jymvNpM2c0f8itZ2h6iEedOfifUmPhrBbOE8p02J7KIXO0Dx7UkpIQha1EJQTKctZgK43meEUTt+hjuCoDV6lScGLlWmwCs0gZ7oVH9WSlmFjipMZWJpzTtHaO4nBpAxP0M1afhadcCLBlY942+pmxiKKbw3CtkqQwPStc1MJ5TCcVn0YUkntlCJ72cqOvgLNBYazxNvC5j571UjUfKbNIHuvl4Y0qktWhvOcYzO/3hfDW30P4UJFF6rVBnt5uoDgqkk0HVFhI58pFqJuN1IR/RQPXGOPJ3SaqcxL5xkvHpmMGNrlrsXOKRJ5dy5Wn3VxsSOcHuQKLvcG8vT+E/9gTgSyzlkn6ud6WhZuvgY9jKmi7PcDT/gKCFHqWOoXwjjSUDyMKKewqIVJt5JP9wfzJJx7PC83cm26ntzieLQcU/OH7YN7dc5bfecYiL2vl2eMurtQm82ffMHYZsomtLCU9LRHnAC2L96uwOxCHrrODabpoy0rie0eFsM1WomGFRzza9nZuMcqjyVqyE2P5wlOo18cuGuwPxBJY3cwt+rjUmIWHtwo7qXA22EamZ/tRA1v89Ng6m89ohpXQemsAng1yZ6AIrdbAKkclCx3UrPJOInagm0d00JCawN/2BvGORxRfn6/h0r1ubjal8cMhlXCOfM9Zfu8Sye60OsYf9PGoLxvXk3oW7QvmbbdovjtfwyTDPHvUTkdREn/3DeUT71A+Oajlo1OpxI/18ehBE0VRMfynXMk7e0NYdTIFdVUVZXnn+NxLi+WP5IG1nwkw9Zp/i4iIiIiIiPx2+Zc5mgsPxSMraWb62SBPJ+upKjmP28lw1rvpWe2p5313Lcvkaqyd1Cx2MnK0THA0R6ozcJGEsNhBgaVLGN9m1NA7PcjDvkJUSgNrfQxs8DXw0SED6xR5pI/0A200FSaweX8INgcM/JDfwMj0IA/asjh0QsU7jioh2IVcx0p1ISVX+oBeBiszOOASzJ+koazWFtM02Q+TZQTpDCzcp8RapsLCUcN7PknE9HVxn1Ee9+UTHKLm99+rWHM4lZSxHh7NdjTlKhbt17D2SAqJF3t4SA/9RSk4ewsBYCwlSpYejMChsJFLDwa435qJ93EVb+1Rsf54EuGD/Tx83MeVskS+P6TkbSc1thIF9t4mnEpbuDk9wLOuLNxOanlLomGFh551XqGz0LNKrsTC7xwuZS08fDbIk4l6KorTOBAYzgduOlZ76lnjrmWZXCNMcJ3UbIkpoWpqGMbKMKo0WDgoWCw34JRfz+CDURgvxxRpwMocwMhepsbaWctWUzElN0dgupGa7BjWSJVYOOv4MqWSltsjcLOK5JhI3pcKwUWsZRosjqUT1dMDTxopyYhhqaMSO/dIJAUNjD4c4E5bLoFm52ajbxjrD0WwQVdI6bUBYQUpPY6PHVXzRweVKviTPJzNUeUMzgQDOq3nT3uCeXt/KDu0BdRND8GTdpqSYvjSTcm7zhqWuKhZ7Khl7ZEUEoZ7eEg/VyrScPFT8P9/r+GTU5nk3+zn0eMWKuNj+UqmZJHziwidr+sLNhIlNgfC+Da7jsFpIRjQkRNK3nFUYuWsZLFUi83J7HkdTRtnNdbOJgLmOprOwrstAjJJGhIczYwkI9b7lSx2ElaHLZ2M+L3G0bR2UvHpfI6msworiYqPwwvIuz4MU3UUJxpZ56oSAhFJVSx0CGdfUgVDz/q5PVKC4mQEm73CWO8XzocHQ9kRlkPC2DA86mSwMI5t3hoWOs3dEin0e0unKPzLG7nJENdb8wjw1bBEKgTPsZWqWXQkDU17Fzxppak4ke2HDHzgY2DjIQNr3KPxzq7hKhd5dKkMw+lwPg0rFnTkaRejnYVoI0zsOKhntYee9z11rHTVYO2oYoMqi4SxfrjdREVSDLsPh7HGJ5yPfUNZeSwBj5IWnjDA49E8vI6FstJZw3J3LSvMAcAWSTSs9k4goruDaTppy3zhaC52VLPUXXA079LHUHk6BzyUWJmD+9jItCxV5JE52g+PG8hPjWaNOfiQnYvm+VlTO7kau5lgQIZS2m/3w3QdabHRfOqsxEoq2KZV3omY+rt4SAcNKef483cPTW4eAAAgAElEQVRBLD+RTEhnNw8edNCTn8ge/zBWeQv1W3U4lr+n1nLtySDcuoBKGcGKH4L4D1cT356v4/azPqYvFuB3MpQlDkqsZWosHZWsDUhE1dHN/SeDPLxcQ2FGEnuPh7HKXcf7nnpWmVMiiQ6jiIiIiIjIvy//mq2zchWLnfVsVmSQNNDF42dDPHvYy83xZlrq8zitCucjiVL4gi/VYCubu6KpxFqiYol7FP7VLVx9PMLT6W6uX2tj8Eo7Q2YGr3dz6+EIPGulsSiRnQ4KlriHs7eggYvTg0y3ZnHohJpFzmpzlFEtdgdTievr5BnDXG/MIcAnhAXyMNbqSmie7IebZZzVhbPIQYW9i7DCs8IjCv+aVq4/GYVLpYQZQnlrj4b1x4QVzUdzVjQXO2r58NiME9pKeUwMux1CWCTXYOOkZJlXJJKiRi4/GOBei+Bovr1Pyeqj8Zxq7ebeo36m6lORHFPztqOwornycCyH69u5/aiPydo0nI8o+d3BGPanllHf10BzXwNNvfW09JUSHhbFJ/s1bFJmkTLUzZNnQzw1y7+5LpdTCgMfOimwkgnbPe1eWdHUYi1Rs8Q9BkVrO1OM8qi3gKAgDRYzkV/lauxkKmyV2UQPDgAd9Fensluuwlaq46vUKtruDsNQEaoQjRCJVCZskbP0z8DUO+NoRmPvoGL5wRiCWtqZeDLCk3tdXLs609ZtQnuP93D38TA8aaIsM56tr3E0X7uiuS+EP7lE8U1CFdcYgof1pKoi+UyiwMJFwxIXNVaOKlb7xHC2pYOpZyM868khIEjDf3yvZfOZLAon+nj0sIEMjZHN+xUsmkkD8Ya+8GMrmtZyHfanc8iab0VTqsFOFs2Jyn9sRdNWpsFGGsWRsvkdTVupmi1RRRTPs6Jp66xmc2QhhTeG4XoVKQY9S+XmazIV77jE4lNQzy1GePKgh2tX2hm+3MbQVaGtRm50M/nwIkx30F8czzYfDQvmcTRtzf3+eEUTU/QxUpWOi7NCCP4lFeqxWpdH6kgfPBvg3lQHg1fan/f/wcsdXJ3q5xFD3LtcjvGUng8OmnAvqmNoegieDnDvdgcj/RWkpJzjaw81dk5K3t2v5W+mQqpujcCTfm7fbGfkiqBrw1faGLjayZXbgzyjn/ujBRz2D2XpXgULJEIEWUsXPWuPxXEoqYjaa708o4OmjCS+MzuaVk4aVnqeQ9/RzjRdtGcl8Z1DCJZyDTbOSmxdQ/ksvpz6yWG4WU6M0fA8cvaMfJ5/vJib3uRmKafUBiz2KbFzEVZP1/gkEW12NOtTzrHr2xA+Dskg/cogT54Ocn+qg9Grs+p3pYPRqQEeMwiTF9CpIlizJ5i33KP5PqOeO096ududwXdHdCxyUAnnp6UqrA+EsyOsgLIrfcAQT6Z7uH6lgaoLGRw6o2epkwrrudvZRURERERERP6t+JdFnbWTqrF31bM1OAVVRS29U0PPg/FMXKmhIDOZfd5q7J1VWM3naDqqWeoeh7a1jdvPhpjsu0BCQgqepjS8o9PwiUnD15SCW0Qy0tB4vjlhYJWTkqUeEeybcTTbsvALnOVoOmlZeiAJU3cHMMiV+iwOH5zjaE6UEaQPNydFn3E0jfhWNHP5yShcLEan0/HHf8DRLDHFsnu/AkuX1zmaahY4Cmc0v4wtp/v2AExVkWyK4iOHIN6ShPJVZCFVE/0w3UBetInPnYL4Q0AKR5u6zXKdoZPm8wl8vScES5dQtipSUVfW0XfrhfxvXq4hLyORvV4aYQVJ+jpHM47Qzg7uMMqDzjxOnRYcjtmO5qLgLML7+oBOhuvO87Vchd1sR3OgCGWwBivZ6x1Nu/1q3vNOIKqvi/vPBrjWUYIpPhkPczv7xKThY0rhQHgyUn0cfw0IY7XsNVv03uRoukXzXWotkwzCdC3xQRFsclCw2EXDEhc1VhIVq3yiOdHYzsTTizCQR6BCN4+jGcVnz+97M/9tR1P6whn7+RxNFZuNRRTd+CmOZigrXdVYSYXyvuOdiH9lK0/pZ+piOZFx5/E1puIVk4ZPzHm8Tam4hScj1cfz/YkwVrtp5knh86qjOVydgauzEvuZMso0bIkupmR8GO610lqdjU90Gp4mc9+PScPTmII8LBFHVTQ7D2pYJtWwyi8G1+QiCoe7ecwYMMLTO630NOVxKsjAqr16vjtXRveTER7faqYmN4OA6FSzrp3HNzqVg8YUZGGJSBSRbHJXY+dp5IeoHBLqqqnob6L9YgsXR9sYvzcAtNPwBkezLSuZ7x0UWMs12EhV2B8I5a/nq2m/cxFulBMdZWCR82vOKM51NK8Xc1xtYKHZNr3qaMaz8xsV2zS5VN4d4vHDDjrLcgiKTsH9ef3S8IpKQW5IRKoxsc1Hx3InBX9yj+aHGUezK5PvjulZ5DiTasTcJgcM7NZkYGps4NLDi0LAqCc9XB0uJzk5ji/ctS8FxBIRERERERH59+Jf5mgulauw2BvE775XsNwvij2GNI5nlVJ8sYcnjMFELQXxRta5qFlk3kI319Fc4h6LormNWwxzpyETb++z/J/vg/nDnmDe3jubEBZIhLx8Sz0j2D+vo6nCSqbF9nA6yUPdQDedJansczY7mvr5HU1riZoVHjGcaWpjkhGm23MJDFTz9t4XZzR/zNEsi47lS4c3O5oLnYVzj/Ze0Tjl1DI4PcDjGy20NFeQ3dpA5/VupqcaqMlN4gcfLUsclVh5G9mlO8+ZtGxOp2VzOi2H02lpuJ6O4BNnBQv2BvEfPyhYftgkyD+7lJLRXp4xBhM15MYZWeuiwsJJ88oZTWuJCnu3KPxrW7j+dIwnI8VoNDoWzEyKzStjq/V5pIwNwdNWOi8kskmuwkaq588zjuagsKJp/VpHMwa7/WpWep0jokcIDDNenoKzxxn+9/fB/PGVtlaw0EmNnetrdO91jub+EN5xjuQvxgsMPRvi2aMmCgxGtsmElcklLmosHdWs8YlH19XFXYa535KFX6CK3/3wsqOZqY1iyz/R0bSRqLCTq7CRqrFwieVsbQsP6WOo8r/vaFrLVFg6atgVW0L1nZEfdTRTw192NN/1OMfRCy08o58b3Tm4yUJY+Pez/MfeOe20L4R3JS/nmHzBPCua1RkckAqOpq2ZjcYi8sdHYLqestRIrH4I4j++C5qjD8H8ab+SxTI1tk4K3vp7EO/KQ/8fe+/5F9W19v//F7/X6/t7cH/vU5PY6Iw1RmNiTO+JiTFqqpE2hW7Bil3KzN4zDMzA0HtRBKUJgtKU3qsgiAgoYG/v74M9Kip6knNykvvO2Q/er5TZe6+9rnWtzfqsa61r8UloMv7Jx4g5U8PgnT6gjaGKTNZvjmB1TDHN9/q4O1pJtsGAwkX6rjz53Bd+0mKrMvFjajFVQ82MD1Zz6lQBYlYuQakFFPVLeyNrs58T0cxJ40c3SWg6qQScvcL4IPEkVWO9cPMMBVnxvOGqeyyR1FRfnu4cTZvnCM3PvxX4UMylZLKXezfqqUqMZIX7If7/75+u34sbpPM3FRodM6YKzdZsfthlxMYqNOd56VGodcxcH8x//yjw+u44PKIOE5pfRvXFLuAcdy+WEqM3S0esqPXW85OlPdmy8JSRkZGRkfnP4DfKOivguMnC5+EZ7IpJYKVSy+wfg/m72sh72qMktbRx+34L5ytTeNdPz2xXSWhKS+iOoHYLZdZPIcxUm3DJq+bcnX4YLSPJYmKei1baG+dpzVropmWmqw5blR6nJ4Tm9bpsAvYKzFGJOHposVUbeTemhOorPXCtgqzEaJa5hDJbE8FrD4TmaDEHw0zMchVQqHXMdtezcM8RsvvbgSZqj6XyrZeWmS4G3vgVheYcpYi9UoeTn4Ufs8qo6aiktLaUhLJSsipKSS3JIzQ2ga98BOzdddh5GpivEbB3C51GdOuw3WThi4gMdkXH87mHllk/BvOCOpwPdDmktrVx934LfeUpvO0rYuOu59OEYirGpT2aUYKe2S6hvOAexgdxpZwdlwb7OakxLHWVljxLA8lwfkgvo/lGP4yVkxtjZr5Kh73GyOpfIDTnuelQ+EXjW1rLxbvnYKiYiLBwHH/SYmtdjuesFrB10zLTTYedajrx8sD3npUMSIeNq4F3go6QcbEb7rcxWJzCN1sEXnQTmavRMds9jNcO5XLiUqcUGc5O5lvvUP7+079ZaAYdI/e8lIgqJdGC7QYtc1y0zFZGsDLmBGVDnUAb7SWZuP4UzCwXLbPVBhz3HyWjtx1uV3E41YLtT1pmumiZrdRjr4qx9qlO+iuz8VZqsXfXMsNVYMHOVMSzdYzSz92BUuJFEVs3LS95CDg+S2iqpcma2R5RaLLKuUA/d0YqOBJm4lUPLTPcH/VJWzcts1yl804Vnv+c0HRWizjtO4KlrQ1oo7/mCO7+ArZuOmzV1mcodcxylcqy9zKyeH8Km5LS0ewOZ/53QfzZVWDetkQCcivpvd4Nw0UEhkTwWmgOhy/2wp0muk8ms8pXYOYGHQ7WSL2Dh47ZriG84KbHcVsmiR1tQDPNBSl86XKQ/2/VIf7kEovY1Mgt6wqC1T+GMEspPFdoKtTSUtR5B3M43NsOdDHUcIxd20XsXXXM8hBwUAnYuUvftDnu2l8oNJP48vsQlhzIILyrE+51cLk+C9V2kVnrtdhZJ1QclTrmuGqZ6S7tt56nfr7QdFKJvBIQzU9RWewKt7BUo+NP34Vg72Xi69h8jgx2ws1GGjNj+cxf4EVXPa9us/CtLpZ1u4wsUk9/1q+MjIyMjIzMH4vfLhnQ7nS2NzRxf7KSw/pI3nYL4e8/BPEnl2h88s9y7W4TrQUJvOUjMtstmj2nahink4EzOezcauKjXVGsDDTxjj6XjJ4O7tJOX8Nxdh008aaXjlkuWmw1Rt7ZF89P2li+3B6Go4eOuQ+FZg+3WnLYtkfLn74LYYaLnhUHMzC3tnDjfjuXKg/js0uUBnOeEbz+QGhOlCIaIpj9TRAvbtAxb3sCPidqGL7TxfX+QkK0Jua7hPLC9zoWbkkjpb+N29SSH2Hh3e+CedFDx4wfdSzYnEpSnyRCC83RvP9tMC8pRexcQrDxjOC742c4f7OLq2ez8Nwawv/9UYudbyRrE4o5M9xI/+lMvHcbcFbrWeJjYImPgaV+Rl7fHM5yHxGFSsBePcXmU7Haf1dTE0xUkKkz85ZbCC/8EMSfXWPwL6rlxt1GmvMSWOEtCc2PE0uoGD8HQ2WkREXy/o5IPtsbyfLd6RjONHCVLi415xG4U8/cDSG86KrnlcBMEtpagHb6Ko/gs0XA0S2EGa4iHyWXUTvZC535HNqv5QUXLTYqgdmuWv62JRNTaxvcPUN+ugWbH0N4SRnGG2H5nLjQCbTSVpnDlj0RvK6R2treO5z3DyTgEhrNZ1ulszefjADN89Lj5BHCn90jeMN8kq5rndB/HK+9ev7721Bmu2qZuzkaj9wqLtzsgdFSTOYoFruG8MJ6LY5bE/EvruXyvS5uDhQSHGJi0U8h/PU7gWW7D3NstIPbt6rJCDHz2jdB/M3jOUc5eOqZ5yni4BbKbJWR1Ueq6LrRw+2GbLbsDOHP67XYKAUc1GEodmdzuK8D7tdRejSRD71EXt5sYZ3pGMc76hm92cON++30NxQiBsewdk8Ei70MOO45SkaflL238Egi7wdE8uk+Cx9vDGOBKoqNRdVcoocrbfkc2mVgsVc47+9PYX9pOY0jHVy/eY47l6o5cTiRH4MtvO8rYr8+hCVheRy71AsXy0g2iNi6hvKCu4izp4iDm553ddmk9HXC/XYuNeWyUxfJG2odNhtCsdUYefdAHN8LcazaEsbLntNEtDQCdq5aXvopkq3F0kqGntJM3NYHMXODFhtrQpw5mmg02eUM3DwH42coSU/k2x1hKNy0zHARmL8pijWh8fxwIIKlfiZWpJym62YzF05mofTUMuvHIP78o4Flh/I4faWDe+fy2XFQz0v+cWwqrmGcHhgtJyU2nq83Sm01w13klW3RrA2J45u9ZpYczCHrXAfQQuPJw6i2RfD+rjh+tBRRPtwhrYwoyiZgezhvb9Yz5ycttqo4tPUNXKeZuqxkVn97iBdcBeyt54o6eMcScKKaoTsDcL2e+pIMPPaZedtfz2K/cN4KjOVHbSxfbhf5u2sYi/QnpONNhgvZHhzGn7/XYqsSmLlei5N3Eub2Zm7RSEVSPJ+sPcDfvC38kFXB+Zs9cOMsBYdTWR+gZ65HqDTRsCmKL0MS2HDIzJsb9di6BvNfHlGsTq9i4m47k01ZfLVZ4E/fh2KnErBzFXgrKIv0/nbuDJ5gvy4Cpw3B/OWbIGZsTWJHbRN3r9ZQGmfhfW8Bm83xbDx6kuquSspPZOG9K4xFGnGaJdQyMjIyMjIyfyR+O6EZmMqWM81AKxdbCjBGJvL9gXhc4/I53l3Pxd5iIsUIFqsFbDwi8cqtoPduD3cunaHqVDGFlcUcSYnlg01m1iacoHykizv325k4d5L01FQ2hCbiEZtDck0ljdXHCBWM2LvpcPYz45J/hnPXemHkNGkZyazeG8f6iGyi6+oYvdbGWHcBITozS910OKl12HiaeC2siLNXOuFeHafzsvDcH80aMYODRRX0TrZz9VI5GTGxfOSpxd43nNe3x+Nhyef0lS5pEHrsCJsDTbyzy8yybXG4R+Zx6rL0W3PeEQJ2m3hzawQvbzSzWp9OcE0jk5yDnhNERMfw1qYIPtmbTkx3G7futXOx5SQ5eceIycsjIS+PhPw8kgrySco/TmRiEj8FhrPwGYloJKGZxraaFqCVoaYCwsyS/d3iCyjoaeBiTzEmIYKXNQK2SgPLjXnkDnTBrSa6Gks4XlHMyZJMVNtNfKY7SkpnM5NX62mrOMpOXQLf6bMwnjnLxautjLblEyyEM1elZ56fmZXBiWwvreH83X4YPk1mShwrd5tZ4WPk3T2xrLQUUXBB2t/WePow3x+w8J6/gfleUXgcKaP2cjf37rUx1llMXEIyP4Qm4Zl0nIyGKhrLswkMDsNO+fTxJs5qA0s2mXgvJB3f42cYu98Ll8swJaXw5Z4oPggwSFGgHckIZ2q4cL2FkdZCIiwJfBWSyq6803RcaWNiqJysmGg+9NZh7xvBGzsS8E44Qd2NHqCBqsxMfPZb+HBHBK9qnnWcg4iTZxgLN0aySkhlX1UDY/f7oL+E2Ph4vtgbxQeb9Dir9Dh5JXCgvJbL93q4df4UuUeyMZ4opbzzDA2niyjrbuAS5+BqEwNtpRQcTeIL3zAcN6Vjam7mHu1c7DzFsYpiCiuPIxwM53WVgU9iiigd7YGbDTRXHkPMLCCnppquzpNk11ZTd7Eb7rdz5UIl1WeOExwSw9rd0ShzTlN3rR8mz3L6aDI/hMTw8VYjr3hLWYrneEeyOq6I6tFO7tzv4GpfGZlpqbgFJeARnUt6fTlnGgrQHgjnNY2A/ZR2UmhE5nobWLItmi8PZRLX1MRderjcUoQYFMOa/ZG86WNggVrEQSmyZE8aQeW1XL7VDdfraanM5YAxgbXaNHbmlFDTeori3EQ+3WhiefwpWq92wZUq8o5koDkYw7f6TLRlVZwbqaE6J4lvNut4YYOetw9lYmltYvx2N0ycpbbkCAH6eNYZMgg9UUZlUyk5ybG8tzWRwLIaLt/rg2uNdDWforyxivahZsZu9ADdXB2uoaE4G63ZwuvbY1mryya7rw3o5HzFcfYdiOaLvZG84aWXlpyr9SwLyiKipp4rt3rhTiuX2k9y7Fg2usN5pJ6tpqv5BJlp8Xx4MAWPI5Wcv90LVytIyEjl8+0RvLPFyKvbY/kx7BgFQ51SFu2TuezcY+bNjUaW7kjmUFUNF250w80Guqpz2R+ewFohjcCcYkqayynPSWLt1jDmbzTznu4w+07Xc59uGDjB3qgkVu0289ZmAzYbdLx1MIPEfun7cK46l73GBFbuS8Q3s5iKCw0MNB8nMNDIy+46XjHkcbivW9oTfrmSXLOZ5V4itk8dcyMjIyMjIyPzR+I3E5o2O5LxKqjkwnAdbQON9F9sZmCkmcHLTfS3ncASZWGFl7TPz0ltYHnwESwN9Vy+2snYeCPnWgqJCDOz3EtgtmckP8blkdfdwKWJNkbHWhgYaWZguI6OliKiomL4zFta8jbXP5INedX0Xu2BW22MjDTSP9zMwGgzF4bOUFN+lMAgE8s1Ao5qPXOnCM0zY51wv5Pxy830DTdzfqSZoUv1tDUUYDJF86GfiI2rlsX7UtlzuoaB0VZGr7YzcbWNsSttDLYWEpObzbbis/RfamFk6m+dRYhxyXwZWUTVxWaGxtu5crWd8fE2Lo6doTA3iy170rC0NHHlTg/37nRy+0YHNx+jk1u3urh1q4mWE5mot4vYTJPpUaHUYrMzBZ/CSi4O19E6INng/EP7FxEVaWG5l7RE0Vkj4rAxnoC8cjrHO7k82crIQDlFhxNZtVGPnbuBD0IzCa+qpnO4iaERq20u1tB4OpttQREsUmqZpY5ghXCcgnMNXLjSzuXJdiYm2rk0Vkt1RS67diViqDhD42g7I5NW24y30td1ihSzide9BGy8LShTCinpa2J0opURa1sPDtfS0pCPwWjhAy9xmoimiI2rka8ijpHT38rg5TauXG1nYqKVi2Ot9HefwBwThZOHgL3SwCvbEggsKKV2sImLo830jzQzNFpPR2MhkREW3vUVsHHVsSQ4E+2ZOgbHHrX16FgLgyPV5GWmsE6pw0mjfzpqp9YxxyuSj0yFlF9o4oK1vSfGWxkea6G7pRiz3sjLngJ2yjDe0mUT11jP2NUOxq60MDRYSUl+BsodcewqqKD5cgsDveWcPJmDEBHNm156HFQm1qeWcPpCG1cm2xkbOcOZk5n4bjewSKnDxj8Ov5xTtIy1c2WyleHRBtobCjAaovk26jip7U1MjNRQW1NIfGY6SvEo6Q1nOX+5g9HJdiYm2xi53ML5gWryk2L4dKPAHJW0/87JP5K1Mfnkd9RzabKN0SstDFxqZmC4nq6mQmLjYvnQV49C9XhE00mpY96mKL4/fIrq880MT7QzfrWdK1faGBppoL0lj93bjSz10OGgEXFQ6nljbzL7iytoHm7lyngLF0eaOT/SxPnBasqLsgjYY2CudzivRhZR1l3D4HAD7YPNDI40c360maELVZTnpfLTjjAU1uzH9iojbx9MJ7yqmq7RVq6Mt3LhwXP7yik4lo5ym4EFKgPLtdnENdQzdr2T8attjFyopvLkUYwlFdQMtTI+3kDL6Wx0cSl45VfSPNjCpUmpXpcvt3FhpI7aqqP4+elZqBRw1Ig4qsJ452AqwaWVtFxqY/JqG2NXWhm+3MrFwWpKcw5jTM0lrbuZ/rE2Ll+V2mP4cgvNp45w0JSIb9EZOodbGLnawcTVdsautHPhXCkpSdHMVRpYvD2R/SdO0TzcyvhEKxdHpfoNDlZx+uRhNu8NZ5FbOD8kF1Ey1MaF8TbGr7YzPtHKhdFm+luOs1tvYuYPWpbvS0WoraPnXC39Fxs5d6mZ/pEWLozW01GXj1ZrYpmXgL1SYO6eDLTVDVy90c5gWyEh+40seWLCQUZGRkZGRuaPx290vImIs4+RV7dF8dleC5/si2V1cDzfhCawLiSOVbtNLPeVBnwP9u4ovMN5Y4eFLw7G8VVQLF/sNrPCz8B8TxF7pch833De3hXNyoNxfB0czzeh8awLjuWL3SaW++mlSMHUPZrXu7nZUYjREseXQfGsC4lj9X4LH241slgjCVxnT/1Dofm68YR0juZ4OXHpKXyxP451IfGsPRTNJzsieM1bEmWOapH5/hG8szdOeubBGL7YH8tXwfGsO2jho11m3toTy7rgx39be8jC+1sjWBJgkf47KJYv98fwxcE41oTE8eWuCJaqI/hUm8vxwRaGh2tpaSqjtO4Up+tOcbqujLL6cqr6W7lBL/QWECIYmeXxdGRPsn84r26L4vOn7B/Ll4EmXvfR4zglAYmzxsDSLZF8vD+OVYckW32wRTp70FEp4OwZxrJtUXx2MI61oQl8ExLP1wcsfLzVyMue1iMpPA0s2hzFyqB41gbFseqAVL+vg+P4am8kb/uG8/7eWNaExD+yTVA86w7F8GlAGAu9pLZe6BfBu4HR1nutbR0Uw8pdEbzmI7X1dH7nrDawZEskK4PiWRcUy5cHYvjiQBxrQhL4NsjCh1vDmKuRzip0UOl5ZbOZD/fF8nVIAt+ExrM2KIbPdkpt7WRt6wUbTby/T2rrrw5MaevQWFb+jIjm4gALq55o769DElh30MKHmw3M99TjrBFReBtZbvX/1cGSbT8ICGOB2sDSgCg+2RfNZ7sjeW9bBK/7SfcpNHoWbTLx3p4Yqc0ORvPJ9nCWeEs+4Kg2sHiTmY/2SXZeExzLykATr3mJzPeL4O3AaL7Ya+HDHSZWbDbyykYznxyIY12wta4HYlkdnMA3wbGs3C5FNJ2s+xid1CJzfcJ5e6flYZ9cF5rAumDJv1b4WY9+ecI3pYhmGMt2RvNVcDxfH5Ls8uWhONaExrP2YBRv+xhYYLWrNBFi4JUtkXy4N4avDsWx1tpeaw5a+DDAyCueku/N32Tmw8AoPtsXw8qD0vt8ExrPmgMWPtgindvrqJb2jEr7hQ0s2xbJx1b7rAtJ4JuQOL7eH8V7W8JYqBFRqEWcvcNZvsPCygOxrDoUx1f7pXKXbTHzwZ4YvjwQzac7I1ixJYI3AmNZExzP1wdj+WJ/DKsOxbM2NI7VeyNZ4aVnnkb/qF6eBpYGRPLRXmv7BcezJljqe+9vDueNLWY+PRTPumBrXzog2XnNXjPvbglnxe5Y1obEsfpgLF/sj2VVUDxrg6L5dLtRyt6r0rNki5kP98ZIv4VI/XbNQQsfbTOy2FPEWWXgte0WVoVIPvqF1UfXhsTz7cEo3t4chpNKZIFvOCt2Wvh0t4qSyUAAACAASURBVIXPD0g+/K21X36+M4JXvUScNNZzZa32+uJADJ/tkr418zzlo09kZGRkZGT+6PyGWWelBDwzXbXMdg1lpssU3HTYqR4foD9M7OMSykwXLbPcdNhNSSYiJZ/RPv6cB9dZReNTyYBqD+O3I4T//iGEGS6h0ru4C1JijgdlTxGaUjKgE+zVGfnTN8HSPS5aZrs/el8pA6OAvfuT7xIqJSXyePZvdkoBJ5WO2U/+5iJdb+sbxbrEEuoHqyhIT8Ftp5kPAqP4fHcUnwea+WhPLF8llVJ7uQsGi9AZJKE5XaKNeRoRh19g/7meUkR41sP3fZR06UGd7dy1j35/aBvpsPm51nZSqHTMebI8azvZa6SkM7Oeso32YWR23tRkJU89Q5CS0jzL57z0OKl0zHnKvta2UU4RqA+TvkzjTw/8zutJv3z82jk/Y4+m87TtHfowgdVDuz1IdjTV/h4CTtZ2nO0SyixXHXM8BCkDrLUMJ+VUe2uZ7SE83Av3wJazn6qflMxJKk/yb1ulgKN6uj5mravy6Qyyzv+gTz5TWFi/DU/5gdUu9k9EqxXTttUjGzk8mKxS6ZjjppUSBD3VVk8fIaLQiNP4tPQONlOuf1bb2D98J6kf2CkFHKZ7ntV3HTyfLt/+WfVSSs+zeaovSRm27VQiDs/4ztg88PPnPf+Bn3jpn/CRJ9pC9UT/n8a2Ur+c0maaR99Aqd/LIlNGRkZGRuY/gd9MaP4ePCk0Hzve5Fn3PSk0Hzve5Dd6d42IjXsY74TkkDPUxu3xU1gOGln4bTB/ddNh4y4dLfBXFwNvxpXRfLWNKzVH2bhj+qWzMjIyMjIyMjIyMjIyvyV/WKE5z1PE3jWYmUoja3Kq6L0uRTR9tgXzf9drsZ0u6mfNUvqXDQYUoQVUj0kRzd2hYfzXNyHMVk6/RPNXRyMwxy2cj3THOT3RDfcbOJuTiou/Drv1wfxlvRYbLxNrTTlk9DQxNlBGcmQ0b6p0OMrRAhkZGRkZGRkZGRmZ35k/ptDUiDh4Gnl1RxyahByiW1u4QT8MnSYrOx0PXSyf+UvL/qYmJnFUGXg1IIq15mwCT5xl+O45uFNDwYkcvMV41u4Km3af2a+PiKNS5OWAWPyOnaZxtI27kzXUnzpGSGw6njGH2ZtTzMm2s/SfKyMzIZaP/UTmqH4jISwjIyMjIyMjIyMjI/Mc/phCU61jtlckn0UWcmqgkZ6LjXRfaKD7QiM9F+upqcxl53Y9Cx47y03E1jWMj0IOk9TRSPfFRnqGGui+0EDPxWZ6mosIjzBJB8erf4t6iDgq9Szwt+CRWsjxjlp6LjbRO9REz1Aj3X1VlJUd5YDOxOte4sN9hL+77WVkZGRkZGRkZGRk/uP5YwpNTz0KTwML/SJYsc3MW1tNvLElguUBZt7cbuatLdZMnJ5PJhnRs8DXyOtbzby9zcQbAREsDzDx5jYz72yNYJmf4betg0bEWa1nvo+RVzebWLHNzNvbzbyz3czbW028vjGMRZ5Sxs+nMs3KyMjIyMjIyMjIyMj8TvxhheY8Tz3OagFbdx021gQ6Ng/+fUomzidxVgvYP3WPFhsPKZPib18XKSOo3ZPvZM0M6iBHMmVkZGRkZGRkZGRk/ofxhxWaMjIyMjIyMjIyMjIyMr8PstCUkZGRkZGRkZGRkZGR+VWRhaaMjIyMjIyMjIyMjIzMr4osNGVkZGRkZGRkZGRkZGR+VWShKSMjIyMjIyMjIyMjI/OrIgtNGRkZGRkZGRkZGRkZmV8VWWjKyMjIyPyuKDQizg/5/d9HRkZGRkZG5l9HFpoyMjIyMr8T0jnBtu46ZrtqmeWqZY5SEpvzfvd3k5GRkZGRkflXkIXmFJzVIg4qAQf17/cOCrWAnYeAnUpE8T/AJr8mTkodc9x12CrFn98mKgEbNx02yl9uD2eVgI37L7tXYb1njlLE+d9qDxFbNy2z3ATs5UH10233oB+o9X+4fiAjofAUcfIO5/19CfjFZaPNLSAq/zgHDZG87Sdip/7534nfFY2Ik1r8Xf9u/MttoRFxVIk4ydFkGRkZGZlfkd9MaM7zEnFS6Zj1UwgvPpdQZrjqsFM/QxyodMxxCX36vg1abFQizl7PGrSLOCp1zHENZcaGJ+8P5YUNWhy9wngjIIK3/PTM97QOcFU6bFyfvv7FDTpsVSIKr0dlKDQidm6hzHjq3UKZ6S78jFl6EWd/Ex/uNPPxFsPPXEImYOMaykv/wK4vbdAy20PEabq20Qg4uP/jZzxoGxul9JxfIo4UGgPLdsbwXXA0K7cIvLQ+hBeeV9Z6qTy7jVGsCY5lbWA4i57lE9OWp2fp9mi+CY7hq60is34K4YX1z6/fC+tDsPGLZFVQLN/tieDlf2LQNU8j4uiufa4t/74+lJdcjXyqTUIpRPPxRv20A7x5nlKfkXz28XZ4aYOWWe4C9s8Y3M7zkiYtbP+hb4Q+8o1p/NNZqWO2y5O+/PMiTgqV8ETfCWWGm4DjP7jXWSWyeFMEHwRG8oG/ZIfn9wURe3ctM6fWyUX3tEj1kvro0zYJZaabgMO//J0TsHWbxt4btMx+os/M04g4eWifaNdHfcz+Dz/gF1GoRewC4vE/XEzzYDPX7vcB7fTmJ/D1FoGZz5mQmqcWsHOb5u/AT6HM9hBw8nq8LAf3J20dygxXAYd/1c4aAXtPA4t8wnjdS5o0+vdOUP36OCsF5nrpecU/jJeVAgrNH2+SU0ZGRkbm9+E3EpoijqowXtsei0tUOl6mFNzDknEzpqKJTMc/OgM/Szre5lSUYYn8cNDMmz56FFOjShoRhaeBedti+DYsDW9zKh7WZ6gi0/E1J/B1gJFXVE9HohRqARt3kYX+Jj45GM96QypqcxqeVjQRKfwUkoA65ghh2dkc0plY7CXNUCsColljSMU7Mu1heUpzGr4RcXweYGSBNfLorBZZ4BvBJ6EpeEamoQ5PwS0sGQ9TOl5RKbgHmVnircf5WbPeGhFnlYF3DdnElRWQmBDL22oBhebZER1njZ653mZWiSl4RaajMibjFpaCR0QavpYM/KMz8I2U6ueqi+HzbWEsVAqPD9o1Ik5+Jt4JSsYn6tF7u0ek4RWVgb8lHd+oNDzNqaiNSfwYZOGjjXoUHjpsVT+v/RUaESdVGGviCyhoKqe4OBv/qHR8LVK7+5hTUVrfXWVKx8+SgV+U9M/A/DIq20rITIrjTatY/0eDIIVGj4OHgZVRxznaUMnp0qNssWTgE5WBnyUDH3PqQ1spH5RnScc3KoPtuaWUtZaSl5XI+0rxufafrg2dfCNYcSAJzym2dAtPwzMq45GfR2bgH1dAwbl6us8eZedeERvVE+VoBGw9ROb7m/jsUALrjaloHvirKQU3MY6vd4XzmpeArfLpSISzWmTRRjNfCJLvKsMf1DcN7+hH7aqJSMZVF8vKgDAWqR8NvBXW/rY0MI71EVLf9DCm4CbGs3aXkfleehyfM0hXaETmbjTz0aFE3MJSrP6UhjokkhX++udEf0TmeITzZfhRUsoLiY6M5DUfEftn+JpCo8dZY+T9A4koLRnWfprE+qBI3vAUUUz5HjirpW/A57pUvKLSUYen4B6ehqclFWWohXc99cz7Je39xHsovEys1CbjGZWO2upf7qY0fCKT+H5nOK96WttJI+LkE86yvYmorP3T/aGfpKERY/jIW898zb87qv47opGEpuPWOFzjjpJWXc7Z0W7uX2+iJTeeVZsFZj1LaGpEnDZF8ZkuBZ+otIffDg9TOj6WZH7cY+J1tWQ7Z43IPG8j7x1KQmVOl2xtbXO1YOFtHwPzfsEE1pM4asJ5NzSN/Zk5GCxxfOpvkL7lv7d9f7bfijj7RbI64jC6o0fYq43kLR89Tv+CTWRkZGRkZB7wGwlNgTluJj7XHyP/QgvD17q5c7cHbrdzeayJ7sFGzg03M3K1i7u32xnrKSE2MpoPvaYsR1ILOHmGMV+XQ2x9PRcnu7h9rxdud3FtvJFzfcXogyJ5y02H/cNyRWlJkKeRV3cksCXrBKd6GxmbbOfq1TbGx1sZn2jj6vV2Ji41culKOxMjZzh9OIal3gJzlCJOQUcIq65laKKTm/d64G431ycaOd+RR+AhM6+46nDy1OPgIfBKQAwBxdXUX2xn8nY33Ovm9vVOhvsrKT2WxLv+BuyfsYzTWS1ir4lm64kzjNDFcF0u27ZYB2PT2lTEUWVgnl8SoRVVdF7p4urtHrjXxa2rLfQPNdJzoYnBsTau3+ni7kQNFYUZqLcZWKB+JEwUKh222xJwySmnZ6SNyTs93L/Xw91rrQwPN9I11MTAaCsT1zq4ebOdiQsVFB5Jw2O3kYWeIo4/Y0DirBZxVBpxOXyKpskebl5r5txQI70XGukdamJwvIMbd3rgbifXJp74bbKbO7drOHU0iU9cdT9TaIrYu4fxbXIJ1Vd6uHW9hb6hRnouNNI71MjAlXau3e6Bu13cmHzit/Eubt2tp64ojVUeAgr1zx80KlQ6bDfHsibjFC1DLYzf7uHevR7uXW9jZORRGb1DjZwbbmPyTheXG3LZc0CUlvc+EG4aEUe1gYXb4/HNKKair5Gxq+1cu9rGxGQbk9famLxSR0dNHvpwC2/56XFUPR71s3cXeC0wkf0VtXSMtHP9ruSPNydaGLrQQM9QEwOX27l2u4u7V2qpyk9HuTMMxcOJEwFnzzA+tOST2dLI0EQHN+/3wfVGukpTWLXFgJ379G2v0Ig4uut5MyyX9HMdQA93b7UzfKGWmvxk1u3QM8vjGSJCJTBnYyJbS+q4db+VwdrD/LDZgPO00XhR8i1VJJrDJykbbGNoopPbdHJ1oISwUDOvKwXsrCLVwV1g6Y54dp86S8uFNiZud3HnRgejo2cpK85C6SUyXzV91P/5iDip9Dh7J7DvZAXtVzqZvNUj9f8brZwfOE1ShIWPvXTYqq1+sjGKjxNLqO5v5vLNbu7d6+H+jQ7Gxmo5W3kUf38Di1TCM/r+HwsHdy1L9qUS3NzGnetNtD1PaGpEFCoddrvT2FFyhoHLHVy/2wN3e7g12cqFS+WkxSXwpbsOR42Io0pgga8Z1dFTnB5o58qtLu7c6mRs5Cw15Vms3xjGfA/hn2pzhUZklncCu07WAn3cHiwhbE8YS9XC/5qItJOHjoWHsjC0dgIdTLZk4741DIW7ZBOFRsTBQ4eth7R6QhafMjIyMjK/hN9s6axCY2CeZxjvHEgisKqRibt9MHGamKR4lvlF8NG+RLYePUnVcAf37ndz6/wJDMZIFrkLjw30FT5GFvvFsSO/kkEGYbKWysNxrNoVwcteBhZMESLOagFHTyMrQo8Q11DPlZtd3BpvoK2hmLScoxhSD6PPyiH25Cmq+pq5eq8frtZQmR3DEh89tiqRub5GFvrGsPHwKboZgJuNNBxL5LvdRuZ7Gpj3MAIkLVd8eXMkbxoKKBjoBLoYrD3O7q3hvLnRYF26N419NCJOGgPOe46Q2NEKDMCFU2RGmVigEZ+5PFLhqZeiTptMfJNSQulYP9BM35ksVgdG8kaAhR/MR0lqqmfsbh/3r9ZRU5jCF356nKdEixXeBuZ6m1kt5FA40g30MlmXw+7QCBbviGGdIRNjbgE5jbUMTnZw62Y7w80FaPUmFqtFHP+B+JPEQDiuRyvoHamluiiVD7aZeTPAxDu7ovE4VkHLtfNwt46KwlQ+fPDbzmjccivpHquh9lgyH7v+3IimJDS/Syuj5VIDzWXpfL7TzIoAE29vj2J91inOjJ+H+w00n8pg5c5I62+R/Jh1isbROtpKfrnQnOupR+FlQOFj5tODhzl8vp379HO7LR9dmJnXt5p5d4eZt7ZF8f7ebI70tzDamceBg1OEpkbEUa1n0e40QivOMnKzi1vj9bTWnSD5aA4RWTlEFRRT2tXI+K0ublys5HhKHB/56XGYEr1TaPTM9zKwKCCaj6KKOXulC2ino+QIGzeFs2JnNGsjc0iqr2fidg/3btdTkZvK9146HKcs/1vgF84rfnFsySmnhwGghzuXSjGFmFiu1GH3lD9LmUNtlRb8jlfQxyDQwUR3AYH7onjPz8B8b/20S2ElgSrypiGXtHNdQA+3hkuJPBTB6yphmrIe9AMDr2wKZ8mWBPyyTtFHP9DOpYajbNwTzlx3aVmsQqNnnreBlzdG8t6+oxw938JYTxGGMBNLNxpZ/Ct8417xj2B1QhH5w31AK5casvlhr5klXnoWeD7yXYWXHoWPifcC04lvb+YWA3CuGIspkuWbjbzsKS2z/eMP7EXsXENZuDuFQ00/Q2g+sJ9PGPO8LbjGFlF7sw/ut3O+NAPNoQgW+RhYpHnwfZSuf3ljBEtDckjubWSiv4RIrYm3txhZ4Kln7j8lCiWhOds7ns151Yze6WC4s4CDgWG88r9IaDordSzYl0HQ2WZu3Wqi70wW6wMkoensae0v/uEs9Tey2EfeSy4jIyMj88v47fZoeuqxdwvFwTcSt6JaLt7shZFiggwR/O27EGzcdSg2RrEy7iT1491AK0356Wzw1uGgfjTwVah0vPhDOBtSS+ngPIxWkR8dzssqHTM8pgzM1AJ26jBe3X+YpPYmrt/vhYFSkuLj+WRrBG/4h/GqbxhL/Y28tsXEil0pHCqr4dJ4LZXZMbz6QGiqdbz4fRjrYopouNcPEzWcSjKz3FPLS+5P1FOtw9ZdYFZgNimdbdLAvjQLjw0h2Lg/OzrhrBJReEWwLuMUdeO9wHm4VU9zaSorvR8XhU+i0AjYuGhZbjzOkQvn4G49LcWJLFFpeXF9KI4aAy8fyCKsthno4fpACYb94bw6dTCkEZi1XuCVbemkDnRwm24unUrHY2sI/71Bh4PGwNKN4azYEc3XlnwKB9rhfhdX2vIRxIiH4uhZba9QS0tnv0st4Wx7GYcTI7HdIO1lm+Wu5+OkUiov98HNavIyorF/8JubyFuWQso6TlGUmcA7bj9faDp4GPgqrohTbeUUZkSjsO6dm+ki8E50EUWX+uB2DRXH4pjvpuXFn0KY6aLjNWMex9vKKT+WxMdKEcUvncXXCMzZIDDPL4mojhZucI6JmiNs2RXKX38KZbZrKDM2CNh4phLb2cRwZx4HrBFNZ7WAo1qP09ZkDpXXcOVOD/cunCY9Lo5Pt0ewzN/IMn8jr20KZ/meFPYWVzN8v5c7wxUcS4zmHT/pOQ/toNIxy8OA06HjnLjYAbRQk53Cuh+CeMlNyxy1kRW704lra+Y6/dzpKSJMMGI/JSmIk1LHC98b+T6hhMZbfUAf3GqkJTeBrzaLT4kBhVoSmgsPHSWpo5V7nAdaGWrKxs1LxN5FEqdPD1ilgbuNRxSa7NN03bGWdb2B+uw4Pt0kMvs5wsNRqeVv3xn4IjyfqmvnpHtvN1B/PIVvAsSHEVSFRmCOi4CdVxqxHQ0MNOeyfZeWv7no/uXooUIjYLMhlKVCDsn9vXCvkb7yVFZ4CcxwfTJqJmDnKuCgjiW0tp5x+rnVepyD+3W85Pq4gH/86A+J6SasFJqp11qF1jT3Oj9xzXRlKDTPLnu6Pvj8sqe7/tHz7NxCeXlvKkE/J6I5pZ+99L2eD0JzKJno5f7tFtpy4ljpF8pf3R6fnJyrEbB31/LXzenoW2q52J7H/gAtNu7SPt5nvv9T9X+6Hs6eRl7bZuGLg7Gs3G3mDR9p/+0/Y+un32P6cqe39aP/p/gHvvPYETIakXm+4byxK5qvDkbz2c4IlnjrmavR4+gh8GpQOqFn6mhrLyM5ysxyHxE71fPf8Xn1k5GRkZH5z+I3zTrr6KFjwZZoPEvqGL7ZC6Ml6EyR2LoKKNQ6ZrnqUWw9TPb5Nu7Tx2T9cfbvFbGbsixQoRGxcTWjyiyji/MwVk1RvPQH8NGeQREHd4FXtiaws7yOK/fOwehpEuOieUOlZaarDlulgL1KwF4pYOeu5e8/6PnMeJTMyiLioiJZ4q23RhJF5rhEsD6hmKZ7/TBZS0Wahff9BeYon6ijRsBRY8Bpfw4Z3ZLQ7Dp9BG+VThJb09pFxF5pYN7mZIxNDQxfamZ0tJVJurjSU0RwYBiLnzNDrtCIOClF3ovMJ3foHNxtoK00hTd99dgrBZyUOv7qGoNndiVXOA8TNZyMi+JdHwGbKfaydTWwYncmmYOS0BypyMQ7UBrsOalF7Dx0zHHVMlttYk1yCVWjvXCvlb7qI3ht0TP/mUt89czVSAOh13bG8G1ILF/tNDJXo8dJJaDwMrIqrYwzV/rg5hkKj8SxUCVlQFR4Gli8PZp1obF8HRjxi5IBOav1vLo9mrUhcawJDGe+pyTondUGPokvpmSkD27XUp2fyKue1migRs+irRa+Dolj3Z4IFmv0/0S0Q8TO3cDSgFRiuyShOVl3lJ37ReZYl00rrHtrvxSS8dBF89EmPU4aEUcPkfk+UShzK+i62QfXzlJ4OJ73NFpmuumwUVr91UPLDBcd8wPTCKlp5i7d3BosRh9q4jXllEQyagE7z3Be1uZzclgSmnW5afzkrsVRI2LnpsNeFcmmkrOcvzMIk5XkZsSgUIo4PRyAi9i4mHBLPUn9tR5u3eiG+53c7M9j94EIFrjopvi1KNlYZcb9WAWt13qBc0ArF1ty8NwYxgKP6SdcFBppGazz7iyimuoZu9ZK32A73OtgsisX/8Bw5j4l1h63+5wN4XxtzuP0eA+37/QCvXClgszYaN5Va7HVSJlOHZQG5m/MILGrkcHW4+yZ0jb/yvdNoRFx9BB403iM9PO9cK+J/qp0PtxowM7jyeeLOHjoWeCbgL6+gQn6udWeT2iw/nGhrxKk7MQuocx8gKuWOR6Prpnn+SBLr445blpmuWiZ7SHgoJK+bTNdtMy0Hh3y2HPcdA9Fg4P7lN9cpczQTmrp/sfucdEy2/3xJDoKtYj91LLdddirxUf3uloTpz28XsDeepzJTJdQ/v79IRx3JLG38RcITU+RORuMrNQfo2xSEpodxxNZGzDNfVbfmr0jk4i2OoY7CwjeJUoTZJrp3l/AXiMlj7OxvuNMl1BmuT1eD8n2ArZuIfzl+yD+sl7LHLU04WDnpn3MZrPcHiSnkhJXTbX1w8kh6zLV2a7aae2tsF7jqBSwcddaj4OREufZWxPdzXSx+obng5UdWma5PvKbWQ9wF6TkX17Sd2LOhmD+/H0wf9mgk9rWS4+jm47l+hwyhvvhdgO16Rbe8hWZo3zgV1N98oFtpDrMesJX5eNqZGRkZP4z+Z8jNDUCdu4GFm7KJL2vlfv0c7Mlj5Bg/S8XmhqBWWoTn5gKqbvRC7TRX5TCD5sEXnSbfvDirNazNCCSL/db+GJrGAu8Hizv+/cKTYVah4NnOCuMhVSONjNQnsfREyepu9nPvfGzlKdYWO4rPl2W5yN7PFtoiig0AjM2ROOZWc5FzsNkLVVpFt577P2fLzQfDaxEnJUCdv6J7CurZZzz3L9cRWFMFK/6iFOE6/Q4KXUPz8mb6ykdP/IsoelkPdrAWSkNvGZ7/PIEG05T7lV4WqNtzxGaCk89ziqroP4nyntgo+cJTWn5tMDsDcH86ftg/uaiw14tZf61VRt55cARcgfbuUcvIzVH2b5TYLb7NO+i1jHDPZzPIgqpu9YLtNJXmMK3ASIzPB5c83yh6aAUmedpwqewmu7bA3CjmoIj8cyfRmi6Z5RSO9zCcPdZLt7p4f6deipSE/jSW8fsB9FsjYCD2sDcnZkkdzVwcaKNsdEOoO0fC021iJPSyJfJpdSN1dN0poiIrHIu3e+B62c4bLLwgUqLzTOFvyQ011oKOX2xhYtdFTSPdXKTHsZ7CtFrI3jZVYeTp/C/Qmg6qqX92csCE/BJOU5M2Ukyqso4XFFC4vFsAoVIlnuL2ClFHL2MvL4zBndzJvuzjmMqyCM0Ipqv9sbwU9wxoooKiSksJLbsJMknTxBXVEjMyZOkHs9mS5CRRZstuKQUEHeymLiSk6SUHWOPIZp3faNwjcshrKiEjMoysqtOklp8jIOmWD7zE3GwLvlfstXCd2Hp7Eo/hqkoD11iMt/5R7I+6ihiQRGxeYfZFBLJ60oddkoBB99IvjUfQV9YQnplGVkVxWTVVHD2Uhf3rjfSnPNbCE2BuWrpe710W/Sj9z+Rh5iYxFpPA+8dSCXw2AnSK0pJLTuBJSMdzV7rJJlGxNE9lBd+Eli0xYKbORkfQzQfeoexaHsKgceKSC0tJqaoiLiTxSTkH8F/p5ElPjF4ZeaTUHZSsnXhMYLCTCzwFJipDuczXQZBeSfIqCzjSFUp6SV5aGPi+MxHxMldYO5GMytDktmclIOQl485NwvV1kjWBKex5/gJYotyORQZw7saEUfvSL6JOkrEyZMcri7jSHkxiUUFGI8eJzwxgU8DDMxaH8KL7iLLAuPxikjGR2tmma/07ZzxfRCKA5lE9XbDlbMUxxiZ7xrM//GIwT01j7RTJcQVFRFbUkzSyVwCD5lYpo7kh7hcYk+dJL6khKSSAsIt0azwl/6O/xbjDBkZGRmZ/zn8vkJzpJhgo4mX1muxcQvlJTcDS4KOUzzcAXQzVJlNwDYBO/UvE5oKpRa7rQkoC2u5SQ9cqyA5LIp3PLTP3Oc113PK2X2PZQB9QmhO1FCWEMFSZRD/9f2TR3IE8df1ofxt+xGSOlt/ltB0dBdYsDEG37IaLk1Ukx8bw9rgLMzd3XCvlUuNR3AJeJSc4cn7pxOarSXJLPMUmOGiZY5rKC/5JLK9uIZr9HH/ciXZRjNvegnYqh/V8ecJTevxEC5hrI0vouJaP9xpor8qjS82GbB/ajD9fH6O0Pw1+TlC818vZxqhWZvN1j06/u6qZZabiLOPhR+j0vERonjPz5rdWKXDwT+ST1LK6b7WDXfrKElNYJV7qLS/cJqy7FwElu1JJaytndv3uqE/j23BEdi7CNL10wjN2qOpfLchuiGUdwAAIABJREFUhNnuUlTUxiuWA1V1jDEII6fJiIvEWTWN0Mw8RUN/DY2nj5N8ro3Ju91cb8th64EwaaLIUzomQeFtYnX6adpGa6hoqqCouRloY/i5QlNqb3ufeILO1DN5uYLkqBhWHsjm+Gg39++3M1SaxobtIjPdn+UXVqEZfYKqwTqaT2QQkHuKM2O90pEZVUfw3SZi66HD1uO3EpqNnDudzDJVKH/6LviJ43yC+ct3IcxyjyGoxrp09oHQVArYqw0s3JHEvpPV9N3sgckGmmsqKO9uYuJmKyPt+RwMNrHUXctMfwvfxedT3lnHyPUeoJuxmgKySkupuXoe6IfJOhpaztJ/tVfaA36rhe4zOWwOMrJwYxSqw6VUXuoGuhg9dwJjfAY70spovtIFd5poaa+ksLWewWvt3BooJdFiYZlaxEljZJU5l/S6swxNdAPdXB86TUbyCc5e7AIuws0KDsdaePknHU4bY1FnlVB1oYUbE430dlZSVFNBZU8j43fPcf9GI02/kdB0Vgo4eoWzOuoYGXVnGZroArq4dv4k0WFHSK6upH2ghvZzDVy41gO3G2ksSWf9Jj3zNQbeDkljS0YhSRUVNA+epbkmh83+RhZvS2F3STUXbvZL2yCuN9JYms22nUYW+8TinVVG83gv0M3l9gK0YSbmeZn4zHycnO5Gxkcb6Gyt4ERrLb1X2rg+XE5ucjyfe+t5Y18qutIKuobbuEMv3KuhMLOA/Jp67jIMNNFSkMQqPzOrowso7mvg4kANVXXllLSepedKF9zp4FbzEdYHRvFhSDr7806QUXeGrt4qGoqT+XhzGLabY1kfeQRTeQV1l7vhRgvn6gsx5Rxj/7Ei0qvOMDjSI/nS/VZ6a/MJPRTBq+pIvostouKStNf/el8pyQnRLPezbkX5lb/pMjIyMjL/s/l9hebYSUwxMSzxCmP5xnA+OJTCjlN1XLp7Dm6cIT8lgU+UuseSzfwcoengpmPZoXTE1g6418X9/jwC9kegcNH9E1GqR0Kz8U4f3Giio/woe2LTUJnS8Y2ainQkiHdmKZVDUiSn83lCUyNg4x7Gsv3Z5Ay0cK0nj92HDPxFHYdX/llu0MOdsXKStCbeVOmwmWYf5NNCs5HO0+ms3BbOq35G3twWxbeJJyga6gHaGW7MYdO2MBYpxSnHU/wyoenkoWOJLpuoTilT4URvPlu3GnnZ/ZedRfifIjSvNuRyKNTIEv8wlviY+TQol9LRFgbOZOG1Qzov0MFdx6JtsWwqb2Dsdi9MlBFpjmLhc3zW2UOH07Y4PIrrmbzTDTfKiQ+PZsUGndQO0wjNxoJMPH30vLbJyBvbY1gTVcTpEUlgDJ/NYdtuPQ5TsxI/FJqnab1QzcljKfx0uIKOyW64Wc2R+Fje89DioBGw89CzcFsalrYmrp4vQpt9HN3ZFqCNS63PFpoKtYCTJoxXdHkUXmxhvOUY27eG4rA1gS0VTVy72w2XigkRzSx4pj0eCc2zw/XU5iXwzs4EthSf5dLt83C9lorjSXzmq2O2uwGF/79ZaPb3wP02RjqL2BuXgcaUhs8T3wpPUzr+Mcc51tvCdfq40SYJTTsPHbZe4bxmLqFmrANu1XEqK5HPvw9hUWAakV1t3LrfQtvRJL71CeUFPwurzdkkni6lbKCNm7e7uDzcwIWeKup7zlLTXk5hdhLrNkehyjtDz+1e6C9EJxiZ4ypg5y7g7G1hy6mzDHQXEhpkZPnBw6Sc74abTVyoSmf1JoG/qeIIPFXHbToYrJP23M5XG/k8/AihOSWc7mrkyv1url9voqurhtaWShr6zlBRfBjfnXocvKNxO3yazqud3L5YTnZGIms2Csz8Tvf/2rvPr6iyff/3f8J9fO8Y99zz26F3twERETC2bdutney02452MCeKUEVSCeashKpViZxBJRgQEQFRkojkWEXGBCo5GOB9H6yiRUXb3scdzt6zxng9UmqtWmFWfdac8zv5UJ3G2c5GRkeqqftHBU1XidnuwfwQcga1Zf/7MNPbW0F1dQkNFVmER0Xz9a5ovNIKaX7YyqOuQpI0RpZ4GPg65iKpVRW0djfyiEZ6W3Pw99axQKHmDddodl++Th8tdNdn4r9HKw+DdtUyTRXPseIS2s3ZaA6qmepkYFlAGukd9Tzsv86V0wl866ZmuiqMDcdzKe81M3o/nyhDJD8dTMAnNZv06yV0jDQx+qiWjo5y6qqKqWm5TnlZJoEBYSzfm0JCcx2PuguIMoZht+YYUz1i2J55ne5HdXRcPs53vpFsOnmJ7PZa2vqbYayOztIUvvE1MGNvEkcuFVJ7p5a7I83w0Ez/3Urq2sqorM1kd0A8XnGXaXrUwvCtPGL9jbyt1GDlKvGmazSemUW03sgnQWNgruvEh5qCIAjCf5J/WtC8M9wCg2WUl2UTk3aeuMxsMqrLuDNgYrC/kprcFJT79Fg5Px90Xh40tVg7avlCe4bUWy0wauaxKQ3FwWCmW3peft9+PwmaFSOt8LiJ4d4abtypovl2Fa3PaLldRcvdevpHmoE6TC8JmvYuGqy3RvJ9UgFNvRVUnUtgpWcg/89qHV/pM7jc3wIj1TRkxPODj5bpkywJ8VTQvNUMow10t+aRmnWB2PQMThQUUnO7juFhE12NuUSHhrHI/dl1CV89aDqo5P2efiiVg2V1QBMjXXkE7w1mqZOGmb/j2P7bB01zLYO08uDWVYoKLhCfeYG4jIukFhTTOlBPe1Eqyj0S05y1zFRILNmTiL62jsHRVriTg78x7KXXrL2LGivfaFaeu879h81AOdnRcXzvqJbPw8SgeccEmLjdWMCF8+nEZlzgZEEhVZ119A+ZuNtyidDQSN5zlp4r7DEeNE2dJWSnxPLR4dOcaK1nlCbuXDuD314JK4WGme5hfBl9merualpzT7LOmMr+8vrfDJq2LhIOnhG4XrxGe+91ClLi+HLDMf7gHMwHITlU9pkZo4LCpAR+dHvR8NkJQbOrkqrMOD7apsPu4Glia2t4QBujdwo4Ex3OYlcds72Sif87Bk25am4Tj4bquHHHsqTNJG1F651auoebGKWFgbonQdPGw8hiXRpxBbnkXjrF9iMhzNsYgJ1vNFsLq+h50EBnfhJOuyWmOssPfxbsimFrfgX3HzQz9qCconPHWbMrmPd2hvODtxY7NwMLpUyybpqBCgrSjvO1UxBWLgYWHThLens5DXkpKLZqeOfISQLz8sjOTiNAF8Z77hr+vCEEl1OFdNDEfVMmB7bpWOAiMctNi7UiDNWpPEyjHYw+rKHp6mncdwfz2d4wvvA1MtfRwLehmRT1NTM6WEr+8Wi+9JKY5ixh7SgXA3ql5U2eOt+vZ46mg5uWmYow3E7nY37cwdjjOu7UZHLgcDDvuEpMd9TwoT6dlFvN0FtCbnw4Sz0lrF112CjCcE3Jp4UmeluyOeajZ6GTmulOer6JyeZydyv0lXDlVDRLVBLWzjreMVwkq72E2txkftkSyByfWPwKyrk3Uk3D+URWeQTyp01B/GV9IPbesewvraLvcT3t2UkofDX8eaOBFZpzXOpuZmyskaHmLILU4XzhF8IXe0JYrDDy8ZELFPWZ4V4uQSHhzFMEMWWDgU8C00itL+JsYhR/3abF2kVimncCnjnljFFHZ1kq3/npsXbWMttF4gNdGoltTdBbSsHJSD7ZpsNGqZXnbwadIaa5EYarMF06zortWqZv1uDgn0Z0fSltFWm4e0k4uLxk/r4gCILwb+2fEzQvlXF7qAVGGxkaqKenr4Ghh808fmRisCOP1OPx/Oinx25Cz8q4Vw2an0tnSL5pCZrmczgfCsbqfxg0qx+3w0AFZekJrD0UxtKdEXy2Z6IwPtkTwSeGTDLaGn5z6KyNQuLdAyfR1VTTd7+Q48ZoPneT54Z+GJCCrs4Eo2YeNmfgdyhk0mIoTwXNG/KSEI+HG+jpq6d/yMyDx80wUEZN/hn8joXyjoeO2c9VT/z9QXPG4VQOl8tBc7jzCoa9wbwvgiYTg2a0qZYB2hh7aGKwv477vXXc76mnZ9DMw8cmbhSk4PpM0NTW1DEw2gqdlwgMDmPGbwTNGb7R/JQ+HjTLuBgVx3fPBc0LXL7dALTwaLiBvt56+oYaefSokbGhciryzuB3NJT3VLpfh8w+db+NB82uUi4nR7LYJxKniyW0j7RBTz7HYyNw2KDh7T3Hkaqq6L2bR4wujIX7UjhW0/AbQVOLjYuBhbtSSGysZeT2ZULDIpin0uHgFsInh0+R2t7AA5roL0vD95D+1zm3z92nE4JmdVY8n2zT8pbCyHfRWeTcbgLM3DdncvhACIu3JhFl+nsOnW2G0Rpulp9l/eEIPtwRzqdPtRXhfLwjgi8PJBNdW80A7Yw8UwxojpeRxduMLPbS4aC0LAOyOxbfoip6RuSgqbAETRtHNQ6+0XjmV9I9Ymao5hx+R/VYOWqwVWrl+bOuOuw84wkqqZB72qoyOLhLg41XBN+ezMfcVURGXCxfOKmx9TCwaLuRxV565qm0zHKVmKEIx/2sHDTvNWRy0BI0rV0lpm4KxTkln2ZaGLhxmfCjwSx2kQvE2LlomLo9Aa/sUh5jZrA1kz17DcxTyNV1Zzmpefvgyd+1vMnrDJqzXSWmbQrFJTWfZlp5cDufE/owlqokZlgK37yvTeN4RxP0lJCbKAfN6U4apmwIZvOJKzTRRI8laC5y1mDjKmG9Jxn/6zVAA7eq01Bu1THHJRTnrGs0d+STHBfOzPU6Pjh0hvQ7DTx+UML56Di+ddexwDuEd7wMLN0Xh19RJb2PW6DuHH5HtPy/q3V8HniOS72NPBopIzc2hm9U40V3JKwcjXxwMI2MOybGxhq4ZcohKiqWH70NLPAyssQnmMVeeua6aZntHMQfPWJxySxldKyOO+NBU6FhxpYgFgWdIaa1CXqvcyU+jCVuGt5SSNi6qJm2PQ5VxnWGMDN8I4sD+4KZs1HPqpQ8KtqLuZQazSKlPN/47/F7QhAEQfjX988dOttbSPzJJJwTssi51wo0MtJ2kUMHjczdLFfwe7ZS3SsNnXXSsPhoMurqBqCJsa5L+B8L4+1XWMLAfpIQ9uwczfzEMJaqAvnjJjVWigkcA5niqGHq3ifLm7wwaKokpjmFsMJwkeK+JsZGamgxF1NYUUR+dSEFDaU03JODI8MlnI+O5ivV88Nnn+7RbIHRGpqup+EWnIqmtIru0Q54VMKl1Hi+VKiZ4aKbZOjh7x86+66URnSTvDZjb9MFvHcYWCCGzvLs0NkhWhkyZRMeG8fKgDhWHjuOU2QO1+7X0n7tFG6WoDnLWcP8HTF45VVw90ELDBYQGxnFYktV18n2bbaTmjm74vDMq2TgURMMFRBtjGTpC4fO1mO6co492lMcKa7iAa3wsIwrx2P4RhXEVKfnj8GzQTM/NZL5Hgbm+2eQecPynpdT2OBu5PPgi5R013KnNBXFTok39qWi/o2gae+qwdYzjM+jLlPZI/eOmM1F5FYVkV9ZRHHddVr7mxijFXrzSYyJYomjZtKHJU8HzQQ+9dYxTaHBxjMKr/RCmh91wONqGvJO4bw3lYS6Ctr/znM02wpP8oGbhr9sDGL6xLZCEcRbG9XMdJ2wvMkzQdPeVWKGQs00hTy3d7FPBKrjGZxpqWfkYQM3rzwJmrZOGubvjGFbQSXdIybuFSSh2K3hLSd5eQk7laXqsquRH5OuUNrXBr1FnIoOZ+muRA6XlHGrLoM9/iHMctTIFWcVcmVTKxeJWdsjWK09TVJlBQOY6ap/0qNpY2mTlacKaKOJ+40XObhVxzxniZlKS7vvfxpdrRnG6ugqP8VKHwMzFfJDlFlOahYdeg09mud/O2gGT1Z1VqXF2jEM1ekC2mmix3yRQ9u1zHOWq33bOmtYpjvHiRty0LyUIAfNGS6WeyMpj+aJQdNyTKY5haNIkcPr465CkvRhLPU7gbGunNaK8+zdp+GPilC+0GdTNShXc+7urKK5vQLzzUrMNypovFXNrUF5vuNoQzq7A3X89zo9X6nPc6XfzIPBq5wMDOdjRzVWKh12liJf87ZF4XgqnzrLvNnh3mpam/I5c/okW/y02FjOzRylhre2xeOWVfZ00HSSmOWk4X3pLPGWHs384xF86DVe9E3LNEcj34Vkcm2wmbHhcgoTo1nuHcfeqyW0N+agP6rDVjVxioYgCILwn+afXAwom0NBBv7gGIHLmavcGm2BoTIKk+NYsU1iirP2bwqadhOKAQ3TDA9LuRARzV9d5fA62b7NcZefbM94roT936fqrJ2LBlvfeLyySrg/Ukdnawm1pmJqm0owNV2jzlRMXXM5t4aaYdREV0Eyij063npm+OzzczQrqM6KY56zjgVHzpHe1sAYjXRWnmf/YT0zXSf74v+dxYAc9fwcm0XhQAc8qqK16CRfbxfFgMaP5bNzNPuun2b77kD+v/UB/GGdBluvBDSFuaSdSmSdr/zDzd5Vg83WcL5MzMc00ARjlRSkJPKLcxA2bpMFTS3WWySWHkwiotHEo9Emxloz8PUPZqbji4oB1VCSmsA3q9UsUaeRdsvM6JiZu7Xp7DoUjP0W6bmHEM8GzYLTUcxX6ZjuFsPhq6XcpYOHTTkcP5HMrqIyurqLyYiIZLlLIH8+chrNS4OmllkKibd3xLP/WgV3+2u43VFCZUMxDU0lNDQVU2cupqaxgrvDTUAtNVnJKDzkSr12zxyPyYKmlbOEjZPE3N0nOFJUwQAtjPWWUXgum4IblZirzv9LVp2d5apltlsoq0JOo7+cR2Z1CRVN12m6WcHNXjOjjxpov/zioNlVkIyz5SHGk/bJsrbhvtNE1dYBNVTknWOX/jxXbpZTmXGc1b4SU5w12HgEszwgmaDMS6RXFnO1uQxzSxm37jXwGDOd9Zns3/qSoLlNz0IXeVkOWyc5qMW3yg/C7pQk86WvASun/3nQ/E6fQcFgCzyqozU7kV92yt8bT7fLlqC5/zQR5ip6zFkE7ntx0LxnymS/l+7J/v9NQVPHLEeJD6Q04tubYKSSxvwUNidcoqDjGsVpJ1jpFMAb7pGsiM2j7UEjDJeSc/E8h2NOs+f4GfafOMu+xDPsik1lW2Qy7ppIPvPR8tYmAys0E4NmBMsVaqyfOs865vpGsTE+k/T6KkawFIUarKaxMguDMZz3PbXMcFH/jUFTh62jmrf3n+RQZR2PHjYwVH2W7SezOWsqoTYvhbUqjfyA4zW344IgCML/Hv8Cy5uE8Zd1Gt4+kIy+to6HtEDXFSKM4Sxx1jxXJfZVlzeZ7hrKitCLlA20AGa6ys/ivVeHzSbNJL1uWmxdDCw/ehzf+BS8joWwwENnCTt/n6A5c4uWT6VznLlRS29bDtrwBLYExLFZisdRimdzYAyOYaeQKmoYfNQM9y6h1oYxb/PTYeBFy5ssc9cy1TmM9afzqe1vg5EqqnKTWO0lYfvcMN5XDJoqeRic1bZ49l2+TjcdPL5XxPnwMBZ7aCctVvQyvydo2islZjpp5DXulJP38P2W3xM07VXy2nq/f3svX95ktlLHPM8QVhyN5qe9IbxvGcrsoJKwdjWw6OApznQ08JgWuivOsXe/Vl7e5NmHA0oNU5xD+DY8h+rhFqCWxozjrPLRMmX8unzB8ibrNwUw0yOctUkFNA+3ADXUZJ5krbf05G8n3m9PBc1o3naTmOGs55PwbHI65YIxd26VUn2vlq7aNNx2GbDbHMT0Y78RNFUS012C+UjKIK+rlvv1mUhR8awOiMNRisdRimNTYBxO+tMkm2oYpI0h80W0QQZmuOieu4YnDZouWuaoJKYq9CwLOsvJFnkI8Vh3LT0PGugoO8feFwRNO6UkLzXyij0yrytoWjtL2HoEsyLsAheaK+nuKqWyNJeEc+nozl8kxVTH4IOX92jeLUzG5dmg6Sb3eFm5RLI14yp3HjfT11lBVXkJdzvzidRF8KGLmimOepYHniKqppy798oxV10hOSeToBMZJJWVc59G7ja8PGge2v4kaM521rAw8DTGBjOM1XO/No3NvgbsFPJUAHno7AmO/q6hszpmbNHxhfosZzub4bGJgapTKPbqmbZFeu6+t3WWeEefyfnOOnqqM9jnLeFgWfv32aB533yRg9v+h0HTTX54ZOUdh2dmKX2jZka6r3HJXMVtcxZGYxgOm4KY4hbBisgrtD5uhJECIv1DmP/zUf7Ppmcqmm8K5E1HeX3SGVueDppJQU8HzTnuOuxc1by53p8/OBn5/NhxfBLTiSwqoXGwFTDTX3+eHQeCmecYxBt/Y9B0cFVj5R7Bytg8WoYaYaiU6+3VtDXkciI6nDkK6fl2SxAEQfiP8i8QNMOZsTkIK7cQvgzL4nqPXAHzdlkaO/frmeX4fLD6zaDppmOWQmKhXxw78svpHm2DxxVczUxi83YJ2y1BTHeSsHaRmOkiYe2k5o+r9fwce4nym9fJT43iXc/xdb/+DkFTJfGWawSOpwq5NVhJTWY8n7treHOTvNi5lZOG6VsCeUsZwpfRVzANNgHVFKcmsspN81QxlBeuo+mpxdpJwnbXCaTSCvrp4NG9Is5FRfCBUmLWM+tjvixoysOx5DUpp6nC+Pl4LsX3WuBxDU2Fp3Dy1jHnBcu3vMyrBk17pZY5XiF8fiiatUfC+NBDyxzV7++BetWgaa+UmOMZzPID0aw9Gs4nnvLne7XtvTxo2ruNh1iJma7yMRvvtZ/tomWORzibTxVQP9QKI2VcOZfAV25qpjhqsHKWr9eZTmre3Cyx4GAK+qo6xmhkuC2LAP8QFrtYFlx3071kHc0gpjlpmbvzBJrKagbG2uFuAUmxUbzvosHmRcWALEFzkYeElbPEtO2JBBSX0U+7PLSvu4Tc+Eg+9JSY5qTB+jeCpp2LGlvvGLZklNDZX871pBi+UgXxx81qrJw0WDmpmbpZzQzXENakFVE31AZDJWSfjuNDZwm7px4AvDhoOrjJ84pt3MNYGZNDSU+TvOwEzdwve/rcOPx6LiTmeBn5wNvIEjfpqWPywuvrNQXNaY4S833jCaiqZhAzXUWpuG8N4L++O8Sf3MJRFchzNG9fPsF63yD+6Chh84pBUx76rmV5aCZnbjYCbfCglvtVZ1DsMmC7Rc1bqmjczxXTTxNDzRfYt0vL1FVH+L9+0LP+ZD4dNHG3LoPdbhpsHTVYK+Wg9qKgae+qwcovEd/cch7RzMOuPCIDgnl7SxB/dlTzl3UBzNt/EqmhgcdD1dSejeGvnkH8STH5kk6/tvFOGhbuO86+azU8Rp6KkRARwRJFIG84apjhLA89nrpFw6yt0fhcLqXrQRXVOSdZ6SJhp5TXp/17BU0HNy3TFMF8H5bJ1b4WoJmxR/W0X0rGeZeWt5w1WDkF82ngeQr65B772rREVrkH8Zfx+fgqeVj9dMv6w7PdfitoapntamCRbwyKqGRUx4J52yWQ/1qvwWF7DNvP5lEz0AgjxaRIkSzfHMgfXhI0l0pnSWiX19G8Eh/Guyo1f9ost132blqsHXUsO5hCYlsDD2gBTNzMP4PvbolprpM8IBMEQRD+o/zDguYcNx0zHQOx8QjDMauMOyMtcDeHY7pg/rQuiKmOEvO8Y/DJLeXOozYYLafg3HF+UAYxdYtGHl7oJv9oeWOdkY0nLmOiA+4VcyHSyHxnNW9O/DGnkrBWGlh0OJXIqkp6R9vgYQWll07jfTSCv+4K4UOfYJb5BPPhjjA+3Xuco1dKud1bQWl6DO96Wtb9Ump4Y62en6OyqRifo5kQynuqIN500mLv/uQz2is1zFBomLLnDMctczRNV1Jx2hTAdMX4/EUt1psDsd6bgqa6kt6OSwQf0ePgIv36pFj+DBJWjlrm+Jwg3FTL0Ggrg7Xp7Duk5S+bnqwHaq+SsNocxHuGDM7ckofO1uYk8LaLmje3aLBW6PkmPJPM282AmW5zJvsPGJizJZC3nCRsVTrmqCSmbZBYuCOJEx1y0OzKT8LJL5D/Wh/EdGct87eFsPxALJsScii4Y4YxM12V5zkSaMROpcX295avV2mxcQxkmkLLFwmXudrdBiPXyEiOxHpjEFO2PFnWxkYZwteGNE6WFVNefpEQYwRLPXXM+j3bVGmxVaiZulnDR5HZZHW1wcNSitJjcXBU85fNcsBycNMxU2nkC/VpYkqKqajKJiYimuVer7bg+ByVhNUmCXvPRMJMNQxZhs767Anij5sn601/eh9nK3XM8klg76VrdD5ogbvFnE9K4Kf9ofL16i1fr58dS0FTVEYvLTy4mU9yVATLPCWsJuyjvauGKU46Zh3NIPuOPHT2+pnj/LLen7cc1di4BbM8+CK5t82M0czdmgsEHNIxe4uaaQqJ2So5DL6xxsC6E3nUd17nSlI4s53U/MVRYqaTkVUncinqbQdMdDVk4LtDzwJnNdM2B/Cn/Skcq5KDZmfNGRxVEtaWa3eOSmLKBjXvHEolvrmaey2Z7N9rwGGz+qmCUvZKiVmuEtb7TxNXX8tDGrlVeo4d29RYOWqwVulwcLe0C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<tr><td class="tr-caption" style="text-align: center;">Advance Praise for <i>Science for the Sustainable City.</i></td></tr>
</tbody></table>
<div class="MsoNormal">
Even though the flow of text in the chapters is rarely
interrupted by the usual way that researchers cite precedent publications,
there is a massive bibliography, encompassing 34 pages.<span style="mso-spacerun: yes;"> </span>This is sure to be an important resource for
scholars and educators in urban social-ecological science.<span style="mso-spacerun: yes;"> </span>The Bibliographic Essay discusses the key
citations that support the conclusions of each chapter, and in itself is
another important resource in the book.<span style="mso-spacerun: yes;">
</span>The essay is thus something like an annotated guide to the larger
bibliography.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The editors are extremely proud and pleased with what we
have been able to produce for BES and for the larger field of urban ecological
science. <span style="mso-spacerun: yes;"> </span>The book is available from Yale
University Press, or from the usual sources.<span style="mso-spacerun: yes;">
</span>Personally, I recommend your local independent bookstore, since it is a
part of the social-ecological system where you live.<span style="mso-spacerun: yes;"> </span>In paperback the price of the 480 page book
is $30.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steward Pickett</div>
<div class="MsoNormal">
BES Director Emeritus </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<a href="https://yalebooks.yale.edu/book/9780300246285/science-sustainable-city">https://yalebooks.yale.edu/book/9780300246285/science-sustainable-city</a> </div>
<div class="MsoNormal">
</div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com5tag:blogger.com,1999:blog-4847699255407479690.post-55656141317911686172019-03-15T14:29:00.000-04:002019-05-16T12:58:44.203-04:00Where Does the Baltimore School of Urban Ecology Apply?<!--[if gte mso 9]><xml>
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<br />
<div class="MsoNormal" style="line-height: 200%;">
The short answer is "Not just
in Baltimore."<span style="mso-spacerun: yes;"> </span>Let's explore this
more deeply.<span style="mso-spacerun: yes;"> </span>A school of thought is a
broad way of thinking, a strategy for research, and an approach to problem solving that
applies across a topic area.<span style="mso-spacerun: yes;"> </span>A school of
thought may be named for a particular place where it originated while applying
to any place where its assumptions are met.<span style="mso-spacerun: yes;">
</span>So the Baltimore School of Urban Ecological Science is a way of thinking
that potentially applies to urban, urbanizing, and changing urban places
anyplace on Earth.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<h2 class="MsoNormal" style="line-height: 200%;">
Four Broad Propositions of the
Baltimore School</h2>
<div class="MsoNormal" style="line-height: 200%;">
To examine the potential for broad
application, the nature of the Baltimore School must be described.<span style="mso-spacerun: yes;"> </span>According to Grove and colleagues (2015), the
Baltimore School rests on four big theoretical propositions.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<ol>
<li><span style="font-size: small;">Urban ecological science addresses
the whole urban mosaic, not just the green spots. </span></li>
<li><span style="font-size: small;">Urban systems are complex in
space, time, and organization. </span></li>
<li><span style="font-size: small;">It is an integrative pursuit
dealing with whole urban areas as human-ecological-technological systems. </span></li>
<li><span style="font-size: small;">Ecology of cities is useful for
both scientific understanding and decision making. </span></li>
</ol>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
The first three propositions embody
many more specific scientific assumptions, frameworks, and concepts, while the
fourth emphasizes the integration of science with decision making as a
co-produced goal and outcome.<span style="mso-spacerun: yes;"> T</span>hese four propositions and their more specific assumptions together show
what the Baltimore School is and why it can apply so broadly.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
The task of testing the broad relevance
of the Baltimore School rests on the meaning and applicability of the four
theoretical propositions.<span style="mso-spacerun: yes;"> </span>The Baltimore
School would be relevant wherever these four propositions or tenets hold.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<h3 class="MsoNormal" style="line-height: 200%;">
Comprehensive mosaics</h3>
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: right; margin-left: 1em; text-align: right;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwTCZtzcCUOdf1U97aeD7oHCPhOhSFmUQHu1CnNO5lnWEQ_RvhseXMWOdjN2e3a8pO2Z31AVrTOn-EaqYph7gOwVHWq__lOXCOcojv0E4iSLR5ZTs231QnpH44u7pqL25wsnGIebrlEuLp/s1600/Arch+BES+IV+03+036+Crop.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1458" data-original-width="374" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwTCZtzcCUOdf1U97aeD7oHCPhOhSFmUQHu1CnNO5lnWEQ_RvhseXMWOdjN2e3a8pO2Z31AVrTOn-EaqYph7gOwVHWq__lOXCOcojv0E4iSLR5ZTs231QnpH44u7pqL25wsnGIebrlEuLp/s400/Arch+BES+IV+03+036+Crop.jpg" width="102" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Union Square corner</td></tr>
</tbody></table>
<div class="MsoNormal" style="line-height: 200%;">
Although urban places were for
centuries walled and distinct features of landscapes and regions, differing in
structure and activities from surrounding rural, pastoral, or wild lands, this
distinction has virtually dissolved over the last century <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Lefebvre
2003, Gandy 2014)</span>.<span style="mso-spacerun: yes;"> </span>Of course even
ancient, Medieval, or Baroque cities had contrasting districts within them,
represented by the familiar term "quarter" still heard in many
cities.<span style="mso-spacerun: yes;"> </span>But to this fine scale and
confined mosaic of structure and use, contemporary cities add many layers of
heterogeneity.<span style="mso-spacerun: yes;"> </span>And such heterogeneity is
seen in various aspects of urban form, for example.<span style="mso-spacerun: yes;"> </span>It is common now to speak of various
"shades" of infrastructure -- green for vegetation, blue for water
and wetlands, gray for buildings or pavement.<span style="mso-spacerun: yes;">
</span>There are also spatially distributed social structures and
infrastructures, and of course some technological infrastructures such as wires
and wireless aren't usually represented by a color, being virtually invisible
to most urbanites.<span style="mso-spacerun: yes;"> </span>Yet these various
constructed, biological, and social elements are combined in different ways
across a city, suburban, and exurban region.<span style="mso-spacerun: yes;">
</span>Indeed urban infrastructures in the largest sense also reach into
seemingly rural parts of urban regions.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
Urban systems are therefore now
mosaics of all these various features, and their patchy structures 1) exhibit
different kinds and degrees of connection, 2) support or dampen flows of
materials, energy, organisms, and information, and 3) change over various time
scales <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(McGrath and Shane 2012, Boone et al. 2014)</span>.<span style="mso-spacerun: yes;"> </span>These extensive mosaics are the subject of
urban science and are the motivation for investigating the ecology <i style="mso-bidi-font-style: normal;">of</i> the city <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Pickett
et al. 1997, Grimm et al. 2000)</span>, where the term city stands for all the
kinds and locations of elements listed above. </div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<h3 class="MsoNormal" style="line-height: 200%;">
Complex in Space, Time,
and Organization</h3>
<div class="MsoNormal" style="line-height: 200%;">
A comprehensive mosaic such as that
described under proposition one must be considered a complex system in the
sense of encompassing different scales, of possessing non-linear interactions
and feedbacks, undergoing adaptation and learning, and exhibiting open ended
trajectories of change.<span style="mso-spacerun: yes;"> </span>Complexity is
thus different from complicatedness, which characterizes systems that may have
many interacting parts, but in which the interactions are fixed and functions,
goals, or end points are clear <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Allen and Hoekstra 2015)</span>.<span style="mso-spacerun: yes;"> </span>Cities are clearly systems of the complex
type.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
Complexity can be conceived of as
having three conceptual dimensions <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Cadenasso et al. 2006)</span>.<span style="mso-spacerun: yes;"> </span>Space, time, and organization.<span style="mso-spacerun: yes;"> </span>Each dimension can be represented by a nested
hierarchy ranging from relatively less to relatively more complex
situations.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
<i style="mso-bidi-font-style: normal;">Spatial
complexity</i> begins with a focus on individual locations or patches.<span style="mso-spacerun: yes;"> </span>The simplest description of a spatial mosaic
is to enumerate the kinds of patches or spatial units it contains. <span style="mso-spacerun: yes;"> </span>Increasing complexity emerges from
understanding the frequency of each of the types of units.<span style="mso-spacerun: yes;"> </span>Further complexity appears when the spatial
configuration or adjacencies of the patches are accounted for.<span style="mso-spacerun: yes;"> </span>The next step of spatial complexity is to
document patch change, which may involve appearance of new patch types,
disappearance of existing patch types, or the merging or splitting of different
patches.<span style="mso-spacerun: yes;"> </span>Finally, accounting for all
these lower levels of complexity the shifting mosaic or fully patch dynamic
system can be addressed.<span style="mso-spacerun: yes;"> </span>This dimension
of complexity might also be called <i style="mso-bidi-font-style: normal;">complexity
of configuration</i> since that idea encompasses and depends upon the specific
steps of complexity laid out just above.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgBfGewQ2Q41p54rLh9_uWFCclLtjWMOiN9J6gnBVFlSdeokNg4apMwQW0c2WQi4g_UhXmzFrPngWBmB17WtpUHYJVHmJ0tW2Iv21EjiXT-ip0fFugxuFnCHLB8QvTBbgHiXXvWJYi4NjSS/s1600/DSC_4732.JPG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1040" data-original-width="1600" height="207" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgBfGewQ2Q41p54rLh9_uWFCclLtjWMOiN9J6gnBVFlSdeokNg4apMwQW0c2WQi4g_UhXmzFrPngWBmB17WtpUHYJVHmJ0tW2Iv21EjiXT-ip0fFugxuFnCHLB8QvTBbgHiXXvWJYi4NjSS/s320/DSC_4732.JPG" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">W 29th Street, Baltimore</td></tr>
</tbody></table>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
<i style="mso-bidi-font-style: normal;">Temporal
complexity</i> exists when research and practical concern extends from focus on
the here and now, with the interactions that occur instantaneously in that
scope, to increasing depths of time and history.<span style="mso-spacerun: yes;"> </span>As complexity addresses additional time
periods, such things as echoes of past events or conditions, legacies of prior
social or biophysical regimes, and finally the emergence of interactions that
take a long time to come to fruition appear for analysis and may impact
management <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Boone 2007, Grove et al. 2017)</span>.<span style="mso-spacerun: yes;"> </span>Scenario building takes temporal complexity
as a reality that can be explored via alternative trajectories of change into
the future <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Carpenter et al. 2006,
Larondelle et al. 2016)</span>.<span style="mso-spacerun: yes;"> </span>This
complexity can also be labeled complexity of contingency.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
<i style="mso-bidi-font-style: normal;">Organizational
complexity</i> acknowledges that the control of individual components or
networks of components in an urban system depend on how those units
interact.<span style="mso-spacerun: yes;"> </span>Along the organizational
dimension, complexity increases a step when neighboring patches come under
consideration.<span style="mso-spacerun: yes;"> </span>This step implies a third
possible step, the nature of the boundaries between patches, which invokes a
fourth step of flow from patch to patch.<span style="mso-spacerun: yes;">
</span>Flows as well as changes within the individual patches are the next step
in complexity, which ends in the capstone consideration of entire spatial patch
mosaics as hosting connectivity and change.<span style="mso-spacerun: yes;">
</span>This dimension of complexity suggests several urban applications,
including nested hierarchies of households, neighborhoods, districts,
municipality, and so on, up to a megaregion <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Harrison
and Hoyler 2014)</span>.<span style="mso-spacerun: yes;"> </span>The
complexities of space and connection also extend to the entire urbanized globe
through material, energetic, and informational teleconnections <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Seto
et al. 2012)</span>.<span style="mso-spacerun: yes;"> </span>Human migration
also knits the spatially complex global urban realm together in increasingly
intimate and sometimes problematic ways.<span style="mso-spacerun: yes;">
</span>This dimension of complexity could also be labeled complexity of
connectivity.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
Urban systems can exhibit all three
kinds of complexity and may do so over vast extents, involving many social,
political, economic, and technological as well as biophysical conditions.<span style="mso-spacerun: yes;"> </span>This suggests that urban ecological science
is an interdisciplinary field that engages with many others <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(McIntyre
et al. 2000, McPhearson et al. 2016)</span>.<span style="mso-spacerun: yes;">
</span>This idea is made explicit in the next proposition of the Baltimore
School.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<h3 class="MsoNormal" style="line-height: 200%;">
Integrated
Social-Ecological-Technological Systems</h3>
<div class="MsoNormal" style="line-height: 200%;">
Ecology has been since its birth as
a scientific field a preeminently integrative, synthetic, and process oriented
one <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Kingsland 2005)</span>.<span style="mso-spacerun: yes;"> </span>When applied to urban systems, this
integrative motive is extraordinarily important.<span style="mso-spacerun: yes;"> </span>Among the many integrative concepts in
ecology, the idea of the ecosystem may express this motivation most
fundamentally.<span style="mso-spacerun: yes;"> </span>The core term "system"
requires there to be components, interactions, feedbacks, and a stated
boundary.<span style="mso-spacerun: yes;"> </span>Notably, the boundary may not
be "hard" <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Cadenasso et al. 2003)</span>.<span style="mso-spacerun: yes;"> </span>Adding "ecological" to this idea,
represented by the now nearly ubiquitous prefix "eco," took these
requirements into the biological realm.<span style="mso-spacerun: yes;">
</span>The ecosystem is defined as the <i style="mso-bidi-font-style: normal;">interaction</i>
between a biotic complex, that is, a community of all kinds of organisms, with
a physical complex, that is all the resources, regulating factors, stresses,
and physical signals in a particular space <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Pickett
and Cadenasso 2009)</span>.<span style="mso-spacerun: yes;"> </span>Ecological
space was therefore conceived from the beginning as process-based and
integrative.<span style="mso-spacerun: yes;"> </span>This is quite helpful in
the urban realm, where social scientists and philosophers have for a long time
spoken of the social creation of space in urban areas <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Lefebvre
1991)</span>.<span style="mso-spacerun: yes;"> </span>We can now see that there
is also ecological creation of space to go along with that, and the ecosystem
concept carries that conceptual weight successfully.<span style="mso-spacerun: yes;"> </span>In other words, urban <i style="mso-bidi-font-style: normal;">space</i> is co-produced by social and biophysical processes <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Rademacher
et al. 2018)</span>.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg3i2wvJ9149iPVna4lpGpio2PdOre7jBjESxzSsQd0Z7gqlSiGzDLuJVHHuzwhNIO91GgO2fayRAJUCKMFdPf7ZGSndLBjznD1Y_ydRLvZHdI8mSj2vYjY69MKdh6Zi6T-UBBok72aiazl/s1600/BES+2003_11_+%252861%2529.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1063" data-original-width="1600" height="212" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg3i2wvJ9149iPVna4lpGpio2PdOre7jBjESxzSsQd0Z7gqlSiGzDLuJVHHuzwhNIO91GgO2fayRAJUCKMFdPf7ZGSndLBjznD1Y_ydRLvZHdI8mSj2vYjY69MKdh6Zi6T-UBBok72aiazl/s320/BES+2003_11_+%252861%2529.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Ecological Society of America SEEDS student field trip to Balto, 2003</td></tr>
</tbody></table>
<div class="MsoNormal" style="line-height: 200%;">
Applying the ecosystem idea to
urban systems is important for several reasons.<span style="mso-spacerun: yes;">
</span>First, it helps translate the ideas of complex systems to urban
areas.<span style="mso-spacerun: yes;"> </span>Second, it reminds everybody that
organisms in addition to people are present in all urban places.<span style="mso-spacerun: yes;"> </span>Third, it invites everybody to recognize and
exploit the work -- both beneficial and burdensome -- that the organisms do in
urban systems.<span style="mso-spacerun: yes;"> </span>This last point is
important even if the organisms aren't obvious or visible to all.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
There are some caveats in using the
ecosystem idea to apply to urban systems.<span style="mso-spacerun: yes;">
</span>First, some people have attributed to the ecosystem idea in general what
are actually specific assumptions of particular models or narrow uses of the
general idea.<span style="mso-spacerun: yes;"> </span>Although these assumptions
may hold in some specific situations, it is not wise to assume that all
ecosystems are in equilibrium, are resistant to change, are self regulating, or
alternatively, that they are delicate and ephemeral, or that they necessarily have
some desired social goal.<span style="mso-spacerun: yes;"> </span>There are lots
of other kinds of baggage that the term ecosystem sometimes carries, but those
bags are really carried by and should be evaluated in the context of the specific
models that translate the general term to clearly stated situations.<span style="mso-spacerun: yes;"> </span>This insight comes from a hierarchical view of
general theory, that is supported by more less general or specific models where
the special assumptions actually reside <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Cadwallader
1988, Pickett et al. 2007)</span>. </div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
So now we can summarize what, in
general terms, an urban ecosystem is following the tenets of the Baltimore
School.<span style="mso-spacerun: yes;"> </span>This brings together thinking
that has been exercised in various projects and institutions (e.g., Grove 2015,
Pickett et al. 2011, 2019).<span style="mso-spacerun: yes;"> </span>An <i style="mso-bidi-font-style: normal;">urban ecosystem</i> is the interaction among
a biotic component, a physical component, a social component, and a constructed
component.<span style="mso-spacerun: yes;"> </span>These four components are
very high level generalizations that must be further unpacked or specified to
create a rigorous model of an urban place at any particular scale or
location.<span style="mso-spacerun: yes;"> </span>Social, as used here, includes
such things as human demography and group identities, economics, power and
politics, culture, and governance.<span style="mso-spacerun: yes;"> </span>Many
other specific features of the social component could be given.<span style="mso-spacerun: yes;"> </span>The constructed includes the reshaping of the
land surface, modification of soils and substrates, shifts in hydrological
flows, pipes, wires, buildings, and roads.<span style="mso-spacerun: yes;">
</span>Again, more detail of the constructed component can be given in any
particular place.<span style="mso-spacerun: yes;"> </span>The biotic and the
physical in the urban ecosystem have the same broad meaning as they do in the
original ecosystem definition.<span style="mso-spacerun: yes;"> </span>But it is
well known that biota and physical features of urban systems can be and very
often are profoundly modified by human products and activities <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Pouyat
et al. 2010, Swan et al. 2011)</span>.<span style="mso-spacerun: yes;">
</span>But to neglect the persistent role of organisms and the deep physical
context is to fail to take advantage of cities at least in part as ecological
systems <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Spirn 1984, 2012)</span>.<span style="mso-spacerun: yes;"> </span>Among other things, neglecting the biological
and the physical: </div>
<ul>
<li>reduces the likelihood of successful
"nature based solutions" to urban problems,</li>
<li>neglects the biological capacities to reduce the
work required of gray infrastructure, </li>
<li><span style="font-family: "symbol"; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span>neglects people's delight in the biota of their
city, suburban, and exurban places, or</li>
<li><span style="font-family: "symbol"; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span>obscures the impact of rare extreme natural
events.</li>
</ul>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<h3 class="MsoNormal" style="line-height: 200%;">
Use-Inspired Basic
Research: Ecology <i>For</i> the City</h3>
<div class="MsoNormal" style="line-height: 200%;">
Discussing how the ecosystem
concept resonates with the ancient architectural criteria of "firmness,
commodity, and delight" (translated from the Roman architect and engineer,
Vitruvius, 1st century BCE). <span style="mso-spacerun: yes;"> </span>These three desiderata of the built environment have implications for how we view a city
through an ecological lens, and highlight the proposition that urban ecological
science has contributions to make to solving practical problems in urban
areas.<span style="mso-spacerun: yes;"> </span>This ancient triumvirate of
characteristics from architecture points to some appropriate desires for the four
components -- biotic, physical, social, and constructed -- of urban
ecosystems.<span style="mso-spacerun: yes;"> </span><i style="mso-bidi-font-style: normal;">Firmness</i> of course means that the components will be safe, sound,
and reliable.<span style="mso-spacerun: yes;"> </span>How does this apply to the
biotic and the constructed components of urban systems?<span style="mso-spacerun: yes;"> </span>The concepts of resilience and robustness
link this to contemporary urban concerns.<span style="mso-spacerun: yes;">
</span>These ecological aspects of the ecosystem components point to the fact
that firmness does not mean unchanging.<span style="mso-spacerun: yes;"> </span><i style="mso-bidi-font-style: normal;">Commodity</i> refers to the utility,
function, or outcomes of the parts of the urban ecosystem.<span style="mso-spacerun: yes;"> </span>Here contemporary parlance might speak of the
social program of designed or planned parts of a city-suburb-exurb.<span style="mso-spacerun: yes;"> </span>But the three pillars of sustainability help
spotlight economic vitality, environmental benefits, and social equitability of
urban features and plans.<span style="mso-spacerun: yes;"> </span><i style="mso-bidi-font-style: normal;">Delight</i> or beauty, clearly in the eyes
of the beholders, speaks to such things as cultural and restorative ecosystem
services, psychological well being, and other contributions of all components
of urban ecosystems to quality of human and other-than-human lives in urban
regions.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
The Baltimore School emerged in
part from the desire to address the practical and pressing concerns to improve
the quality of life throughout the city region -- but not neglecting underserved,
minority and poor neighborhoods -- to improve the quality of environment
downstream in the impaired waters of the Chesapeake Bay, and to provide
non-governmental organizations, government agencies, and the local school
systems with reliable scientific information.<span style="mso-spacerun: yes;">
</span>It is clear that similar goals can be found for old and emerging cities
around the globe.<span style="mso-spacerun: yes;"> </span>In meeting these
practical goals, the Baltimore School became a trusted venue -- not necessarily
always a physical location -- but an intellectually open community, to
facilitate conversations among organizations and agencies in the region that
sometimes were siloed and isolated.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
This tenet can be summarized in the
phrase "ecology <i>for </i>the city" <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Childers
et al. 2015)</span>.<span style="mso-spacerun: yes;"> </span>Two caveats: First
city, as throughout this essay, refers to all parts of a large, comprehensive
urban region.<span style="mso-spacerun: yes;"> </span>Second, "for"
does not mean a top down, one size fits all, or paternalistic approach to
generating and applying ecological insights in urban areas.<span style="mso-spacerun: yes;"> </span>Rather for means <i style="mso-bidi-font-style: normal;">with</i>.<span style="mso-spacerun: yes;"> </span>With implies that some
research questions, study approaches, analyses, and interpretations will be
co-produced by scientists working with communities, civic organizations, and
government agencies <span style="line-height: 200%; mso-ascii-font-family: "Franklin Gothic Book"; mso-bidi-font-family: "Times New Roman"; mso-bidi-font-size: 12.0pt; mso-hansi-font-family: "Franklin Gothic Book";">(Muñoz-Erickson et al. 2017)</span>.<span style="mso-spacerun: yes;"> </span>Educational curricula will likewise be
developed in collaboration with teachers and school administrators.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhgP7SGROMQdVMm3cJHv7bISDmYAaBsGyjtNzjlkd1ol9rxAH7BMipQCAkCUJc2T7bmJ4QemOiDTAJ3byoYe8XGKQ3Mk7_dtx8cna0aHD9djUz2XRvYVu7w4W-87JoKpFHWg37XY3h7nFeD/s1600/Box+Dimensions+of+Complexity.gif" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="720" data-original-width="960" height="480" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhgP7SGROMQdVMm3cJHv7bISDmYAaBsGyjtNzjlkd1ol9rxAH7BMipQCAkCUJc2T7bmJ4QemOiDTAJ3byoYe8XGKQ3Mk7_dtx8cna0aHD9djUz2XRvYVu7w4W-87JoKpFHWg37XY3h7nFeD/s640/Box+Dimensions+of+Complexity.gif" width="640" /></a></div>
<h2 class="MsoNormal" style="line-height: 200%;">
Difference From Other
Urban Schools.</h2>
<div class="MsoNormal" style="line-height: 200%;">
This section is something of an interlude.<span style="mso-spacerun: yes;"> </span>The cymbal crash has occurred just
above.<span style="mso-spacerun: yes;"> </span>This essay has endeavored to show
that the Baltimore School is not just a child or advocate of one metropolitan
region in one country.<span style="mso-spacerun: yes;"> </span>Rather, it is a
way of thinking that can be used anywhere.<span style="mso-spacerun: yes;">
</span>But how does it differ from other schools of urban ecology?<span style="mso-spacerun: yes;"> </span>This discussion isn't meant to identify all
possible named schools of urban ecology.<span style="mso-spacerun: yes;">
</span>In fact, some schools might be considered schools of urbanism, which often
rest on architectural, planning, design, social, and economic concerns rather
than environmental or ecological ones <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(e.g., Ellin 2006, McGrath 2013)</span>.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<h3 class="MsoNormal" style="line-height: 200%;">
The Chicago School</h3>
<div class="MsoNormal" style="line-height: 200%;">
The reason that most people talk
about urban schools at all is the Chicago School of Urban Sociology.<span style="mso-spacerun: yes;"> </span>Some sources call this a school of urban
ecology, however.<span style="mso-spacerun: yes;"> </span>This was the
pioneering school of urban sociology in the United States, flourishing in the
first two decades of the twentieth century <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Burgess
1925)</span>.<span style="mso-spacerun: yes;"> </span>A product of the first
department of sociology in the United States, the professors borrowed many
analogies from the predominant plant ecology of the time <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Light
2009)</span>.<span style="mso-spacerun: yes;"> </span>Communities as units,
succession or linear, deterministic dynamics of communities through time, and a
distinct spatial zonation of human communities in Chicago were some of the most
important ideas of the Chicago School <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Cadenasso and Pickett 2013)</span>.<span style="mso-spacerun: yes;"> </span>As early as the 1930s and continuing into the
mid-twentieth century, the Chicagoans were criticized for over-idealizing the
spatial and deterministic transitions, and for neglecting human behavior, for
example <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Hawley 1986, Burch et al. 2017)</span>.<span style="mso-spacerun: yes;"> </span>Critics thought that space was being used as
a determinant, rather than a stage for more subtle, open-ended human
interactions.<span style="mso-spacerun: yes;"> </span>In addition, the idea of
urban life cycles, brought in by analogy from ecology, was used as late as the
1960s to justify federal funding of massive neighborhood replacement and
highway building that has often disadvantaged poor and minority groups.<span style="mso-spacerun: yes;"> </span>Unfortunately, the fact that the term ecology
is sometimes used for this school has led the more recent explorations of
ecologists into the city to be tarred with the same broad brush (e.g., <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Gottdiener
and Hutchison 2000)</span>.<span style="mso-spacerun: yes;"> </span>The
invention of the term Baltimore School was intended to offer a counterweight to
this misinterpretation of urban ecological science.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<h3 class="MsoNormal" style="line-height: 200%;">
The Los Angeles School</h3>
<div class="MsoNormal" style="line-height: 200%;">
First articulated in the 1990s, the
Los Angeles School is not primarily an environmental view of the city.<span style="mso-spacerun: yes;"> </span>However, it does offer an alternative to the
paradigm of modernism that was the context for the formation and legacies of
the Chicago School <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Dear and Flusty 1998)</span>.<span style="mso-spacerun: yes;"> </span>It suggested that contemporary structures and
dynamics in large city regions, especially those which emerged predominantly
after World War II, should be understood in terms of post-modernism.<span style="mso-spacerun: yes;"> </span>Dear and Flusty, for example, highlight the
spatial complexity of post-modern urbanism, the importance of local-global
connections, the strong social differentiation in cities, and the shift of
control from core cities to suburban and exurban institutions and
processes.<span style="mso-spacerun: yes;"> </span>Although these urbanistic
shifts have environmental implications, making those connections remains a task
for urban ecological science and the interdisciplinary nexus it participates in
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(McHale et al. 2015)</span>.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<h2 class="MsoNormal" style="line-height: 200%;">
Applying<span style="mso-spacerun: yes;"> </span>the Baltimore School: Summary and Prospects</h2>
<div class="MsoNormal" style="line-height: 200%;">
This essay has drawn on a broad
foundation of urbanist thinking, which is referenced elsewhere <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Shane
2005, Pickett et al. 2011, McGrath 2013, Grove et al. 2015)</span>.<span style="mso-spacerun: yes;"> </span>Here we have made three key points.
</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
1. The Baltimore School of Urban
Ecological Science emerged from work, experience, and practice in Baltimore,
but it applies to any situation where its tenets hold.<span style="mso-spacerun: yes;"> </span>It addresses places where systems are
co-produced by social and biophysical processes.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
2. The tenets are that <i style="mso-bidi-font-style: normal;">first</i> urban areas are comprehensive and
extensive urban ecosystems, best studied as complete mosaics of land, cover,
and habitat types; <i style="mso-bidi-font-style: normal;">second</i> urban
systems are complex in the technical sense along dimensions of space, time, and
organization (that is configuration, contingency, and connectivity); <i style="mso-bidi-font-style: normal;">third</i> they are integrated social
ecological systems (equivalently labeled as human ecosystems or
social-ecological-technological systems); and <i style="mso-bidi-font-style: normal;">fourth</i> the perspectives above and the empirical understanding they
support is useful for co-produced decision making by individuals, households,
organizations, and government agencies.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
3. These tenets, as theoretical
propositions and paradigmatic assumptions, are clearly broadly relevant to
urban areas across the globe, and at any scale of settlement structure and
connectivity.<span style="mso-spacerun: yes;"> </span>Therefore the Baltimore
School stands for a universal social-ecological conceptual and epistemological
device that can structure urban ecological science in any location.</div>
<div class="MsoBibliography">
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<div class="MsoBibliography">
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<h2 class="MsoBibliography">
Literature Cited</h2>
<ol>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Allen, T. F. H., and T. W.
Hoekstra. 2015. Toward a unified ecology. 2nd edition. Columbia University
Press, New York.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Boone, C. G. 2007. Legacy effects
on environmental equity in Baltimore and Phoenix: a cross site analysis.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Boone, C. G., C. L. Redman, H.
Blanco, D. Haase, J. Koch, S. Lwasa, H. Nagendra, S. Pauleit, S. T. A. Pickett,
K. C. Seto, and M. Yokohari. 2014. Reconceptualizing land for sustainable
urbanity. Pages 313–330 <i>in</i> K. C. Seto and A. Reenberg, editors.
Rethinking urban land use in a global era. MIT Press, Cambridge.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Burch, W. R., Jr., G. E. Machlis,
and J. E. Force. 2017. The Structure and Dynamics of Human Ecosystems: Toward a
Model for Understanding and Action. Yale University Press, New Haven.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Burgess, E. W. 1925. The growth
of the city: an introduction to a research project. Pages 47–62 The city.
University of Chicago Press, Chicago.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Cadenasso, M. L., and S. T. A.
Pickett. 2013. Three tides: the development and state of the art of urban
ecological science. Pages 29–46 <i>in</i> S. T. A. Pickett, M. L. Cadenasso,
and B. McGrath, editors. Resilience in ecology and urban design: linking theory
and practice for sustainable cities. Springer, New York.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Cadenasso, M. L., S. T. A.
Pickett, and J. M. Grove. 2006. Dimensions of ecosystem complexity:
Heterogeneity, connectivity, and history. Ecological Complexity 3:1–12.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Cadenasso, M. L., S. T. A.
Pickett, K. C. Weathers, and C. G. Jones. 2003. A framework for a theory of
ecological boundaries. Bioscience 53:750–758.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Cadwallader, M. 1988. Urban
geography and social theory. Urban Geography 9:227–251.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Carpenter, S. R., E. M. Bennett,
and G. D. Peterson. 2006. Scenarios for ecosystem services: an overview.
Ecology and Society 11:29.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Childers, D. L., M. L. Cadenasso,
J. M. Grove, V. Marshall, B. McGrath, and S. T. A. Pickett. 2015. An Ecology
for Cities: A Transformational Nexus of Design and Ecology to Advance Climate
Change Resilience and Urban Sustainability. Sustainability 7:3774–3791.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Dear, M., and S. Flusty. 1998.
Postmodern urbanism. Annals of the Association of American Geographers
88:50–72.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Ellin, N. 2006. Integral
Urbanism. Taylor & Francis, New York.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Gandy, M. 2014. Where does the
city end? Pages 86–89 <i>in</i> N. Brenner, editor. Implosions/explosions:
towards a study of planetary urbanization. jovis Verlag, Berlin.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Gottdiener, M., and R. Hutchison.
2000. The New Urban Sociology. McGraw Hill, New York.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Grimm, N., J. M. Grove, S. T. A.
Pickett, and C. Redman. 2000. Integrated Approaches to Long-Term Studies of
Urban Ecological Systems. BioScience 50:571–584.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Grove, M., M. L. Cadenasso, S. T.
A. Pickett, G. Machlis, and W. R. Burch Jr. 2015. The Baltimore school of urban
ecology: space, scale, and time for the study of cities. Yale University Press,
New Haven.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Grove, M., L. Ogden, S. Pickett,
C. Boone, G. Buckley, D. H. Locke, C. Lord, and B. Hall. 2017. The Legacy
Effect: Understanding How Segregation and Environmental Injustice Unfold over
Time in Baltimore. Annals of the American Association of Geographers 0:1–14.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Harrison, J., and M. Hoyler.
2014. Megaregions. Globalization’s new urban form? Edward Elgar, London.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Hawley, A. 1986. Human Ecology.
University of Chicago Press, Chicago.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Kingsland, S. E. 2005. The
Evolution of American Ecology, 1890-2000. Johns Hopkins University Press.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Larondelle, N., N. Frantzeskaki,
and D. Haase. 2016. Mapping transition potential with stakeholder- and
policy-driven scenarios in Rotterdam City. Ecological Indicators 70:630–643.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Lefebvre, H. 1991. The production
of space. Blackwell, Oxford.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Lefebvre, H. 2003. The urban
revolution. Page (R. Bononno, Tran.). University of Minnesota Press,
Minneapolis.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Light, J. S. 2009. The nature of
cities: ecological visions and the American urban professions 1920-1960. Johns
Hopkins University Press, Baltimore.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">McGrath, B. P., editor. 2013.
Urban design ecologies. John Wiley and Sons, Ltd, Hoboken.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">McGrath, B., and G. Shane. 2012.
Introduction: metropolis, megalopolis, and metacity. Page <i>in</i> C. G.
Crysler, S. Cairns, and H. Heynen, editors. The SAGE handbook of architectural
theory. SAGE, Washington, DC.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">McHale, M. R., S. T. A. Pickett,
O. Barbosa, D. N. Bunn, M. L. Cadenasso, D. L. Childers, M. Gartin, G. R. Hess,
D. M. Iwaniec, T. McPhearson, M. N. Peterson, A. K. Poole, L. Rivers, S. T.
Shutters, and W. Zhou. 2015. The new global urban realm: complex, connected,
diffuse, and diverse social-ecological systems. Sustainability 7:5211–5240.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">McIntyre, N. E., K.
Knowles-Yánez, and D. Hope. 2000. Urban ecology as an interdisciplinary field:
differences in the use of “urban” between the social and natural sciences.
Urban Ecosystems 4:5–24.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">McPhearson, T., S. T. A. Pickett,
N. B. Grimm, J. Niemelä, M. Alberti, T. Elmqvist, C. Weber, J. Breuste, D.
Haase, and S. Qureshi. 2016. Advancing Urban Ecology Towards a Science of
Cities. BioScience 66:198–212.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Muñoz-Erickson, T. A., C. A.
Miller, and T. R. Miller. 2017. How Cities Think: Knowledge Co-Production for
Urban Sustainability and Resilience. Forests 8:203.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., and M. L.
Cadenasso. 2009. Altered resources, disturbance, and heterogeneity: a framework
for comparing urban and non-urban soils. Urban Ecosystems 12:23–44.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., M. L.
Cadenasso, J. M. Grove, C. G. Boone, P. M. Groffman, E. Irwin, S. S. Kaushal,
V. Marshall, B. P. McGrath, C. H. Nilon, R. V. Pouyat, K. Szlavecz, A. Troy,
and P. Warren. 2011. Urban ecological systems: scientific foundations and a
decade of progress. Journal of Environmental Management 92:331–362.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., W. R. B. Jr,
S. E. Dalton, and T. W. Foresman. 1997. Integrated urban ecosystem research.
Urban Ecosystems 1:183–184.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., J. Kolasa, and
C. G. Jones. 2007. Ecological Understanding: The Nature of Theory and the
Theory of Nature. 2nd edition. Academic Press, San Diego.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pouyat, R. V., K. Szlavecz, Y. D.
Yesilonis, P. M. Groffman, and K. Schwarz. 2010. Chemical, physical, and
biological characteristics of urban soils. Pages 119–152 <i>in</i> J.
Aitkenhead-Peterson and A. Volder, editors. Urban Ecosystem Ecology. American
Society of Agronomy and Crop Science Society of America, Madison, WI.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Rademacher, A., M. L. Cadenasso,
and S. T. A. Pickett. 2018. From feedbacks to coproduction: Toward an
integrated conceptual framework for urban ecosystems. Urban Ecosystems.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Seto, K. C., A. Reenberg, C. G.
Boone, M. Fragkias, D. Haase, T. Langanke, P. Marcotullio, D. K. Munroe, B.
Olah, and D. Simon. 2012. Urban land teleconnections and sustainability.
Proceedings of the National Academy of Sciences of the United States of America
109:7687–7692.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Shane, D. G. 2005. Recombinant
urbanism: conceptual modeling in architecture. John Wiley & Sons, Hoboken.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Spirn, A. W. 1984. The granite
garden: urban nature and human design. Basic Books, New York.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Spirn, A. W. 2012. Ecological
urbanism: a framework for the design of resilient cities.
http://www.annewhistonspirn.com/pdf/Spirn-EcoUrbanism-2012.pdf.</span></li>
<li><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Swan, C. M., S. T. A. Pickett, K.
Szlavecz, P. Warren, and K. T. Willey. 2011. Biodiversity and community
composition in urban ecosystems: coupled human, spatial, and metacommunity
processes. Pages 179–186 <i>in</i> J. Niemelä, editor. Handbook of Urban
Ecology. Oxford University Press, New York.</span></li>
</ol>
<div class="MsoNormal" style="line-height: 200%;">
For an earlier post with background
information, see also <span style="mso-spacerun: yes;"> </span>https://besdirector.blogspot.com/2015/12/a-new-school-of-urban-ecology.html<br />
Steward Pickett, Director Emeritus </div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-16020112763656590742019-03-20T12:18:00.001-04:002019-03-20T12:18:42.580-04:00National Science Foundation Conducting a 40 year review of the LTER network: BES Contributions<!--[if gte mso 9]><xml>
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To prepare for the National Science Foundation's upcoming review of the Long-Term Ecological Research (LTER) network, each LTER site was asked to submit a 2 page “self-study.” Below we provide the BES LTER self study that we submitted to the LTER Network office. We are sharing this short self study here in the Balto Brief to provide our community with a way to learn more about our site, in brief. Obviously, this short document can not provide the depth and breadth of research conducted by the BES LTER over the past 20 years. We hope this short document inspires people to learn more about our LTER site.<br />
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<span style="font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Program
description</span></div>
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<span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">The
Baltimore Ecosystem Study (BES) began in 1998 with three questions to advance
the understanding of urban areas as a novel and increasingly important
ecosystem type: 1) Structure: What is the spatial and temporal patch structure
of ecological, physical, and socio-economic factors in the urban ecosystem? 2)
Function: What are the fluxes of energy, matter, and populations in patches of
the urban ecosystem? 3) People: What are the choices people and their
organizations make that affect the urban ecosystem? Since its inception, BES
has focused on three focal process areas: watershed biogeochemistry, ecological
communities and sentinel species, and human environmental perceptions and
behaviors. The project has pioneered new theory and methods for characterizing
urban ecosystems, established long-term (perhaps the longest in the world)
urban watershed hydrology and biogeochemistry<span style="mso-spacerun: yes;"> </span>datasets, developed and applied novel long-term urban social survey
instruments and characterized long-term changes in multiple dimensions (plants,
birds, soil fauna) of urban biodiversity. BES educators and scientists work
directly with students and schools in Baltimore to help bring science into the
classroom and with government agencies, non-governmental organizations,
communities and neighborhoods to use results from BES research to improve
environmental quality and human health and well-being across the City.</span></div>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIxGYjV1DeloR75IcAaFivMICicqLLLRbU6NrW7TlaKOaNiIha62NCgdRccrPYLE9OtanQmc0w35qkwMIwq6nKXb_Bta3ryEb6oi2_UYFYRh_bXm5Zj0PmEh0IM30E-tPFHPMqKsp6U8nR/s1600/brad-neathery-258926.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="480" data-original-width="640" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiIxGYjV1DeloR75IcAaFivMICicqLLLRbU6NrW7TlaKOaNiIha62NCgdRccrPYLE9OtanQmc0w35qkwMIwq6nKXb_Bta3ryEb6oi2_UYFYRh_bXm5Zj0PmEh0IM30E-tPFHPMqKsp6U8nR/s320/brad-neathery-258926.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="-webkit-text-stroke-width: 0px; background-color: whitesmoke; color: #111111; display: inline !important; float: none; font-family: -apple-system, BlinkMacSystemFont, "San Francisco", "Helvetica Neue", Helvetica, Ubuntu, Roboto, Noto, "Segoe UI", Arial, sans-serif; font-size: 14px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: nowrap; widows: 2; word-spacing: 0px;">Photo by<span> </span></span><a href="https://unsplash.com/photos/XrSzacdYbtQ?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText" style="-webkit-text-stroke-width: 0px; background-color: whitesmoke; box-sizing: border-box; color: #999999; font-family: -apple-system, BlinkMacSystemFont, "San Francisco", "Helvetica Neue", Helvetica, Ubuntu, Roboto, Noto, "Segoe UI", Arial, sans-serif; font-size: 14px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-skip-ink: auto; text-indent: 0px; text-transform: none; transition: color 0.2s ease-in-out 0s, opacity 0.2s ease-in-out 0s; white-space: nowrap; widows: 2; word-spacing: 0px;">Brad Neathery</a><span style="-webkit-text-stroke-width: 0px; background-color: whitesmoke; color: #111111; display: inline !important; float: none; font-family: -apple-system, BlinkMacSystemFont, "San Francisco", "Helvetica Neue", Helvetica, Ubuntu, Roboto, Noto, "Segoe UI", Arial, sans-serif; font-size: 14px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: nowrap; widows: 2; word-spacing: 0px;"><span> </span>on<span> </span></span><a href="https://unsplash.com/?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText" style="-webkit-text-stroke-width: 0px; background-color: whitesmoke; box-sizing: border-box; color: #999999; font-family: -apple-system, BlinkMacSystemFont, "San Francisco", "Helvetica Neue", Helvetica, Ubuntu, Roboto, Noto, "Segoe UI", Arial, sans-serif; font-size: 14px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-skip-ink: auto; text-indent: 0px; text-transform: none; transition: color 0.2s ease-in-out 0s, opacity 0.2s ease-in-out 0s; white-space: nowrap; widows: 2; word-spacing: 0px;">Unsplash</a></td></tr>
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<span style="font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Key
Site-based findings and products 2008-2018 <span style="font-size: x-small;">(Parenthetical citations listed at end of post.</span>) </span></div>
<ul>
<li><span style="background: white; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-highlight: white;">BES
has developed new theory </span><span style="background: white; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-highlight: white;"><span style="mso-no-proof: yes;">(2)</span></span><span style="background: white; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-highlight: white;"> and methods </span><span style="background: white; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-highlight: white;"><span style="mso-no-proof: yes;">(5)</span></span><span style="background: white; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-highlight: white;"> for characterizing the multidimensional,
multidisciplinary nature of urban ecosystems. <span style="mso-spacerun: yes;"></span>These efforts have facilitated analyses of urban
ecosystems across the globe and the development of a new “urban systems
science” that is a key component of emerging sustainability science across the
globe </span><span style="background: white; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-highlight: white;"><span style="mso-no-proof: yes;">(7)</span></span><span style="background: white; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-highlight: white;">.</span></li>
<li><span style="font-family: Symbol; font-size: 11.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">BES watershed research has shown that
nutrient cycling and retention in urban watersheds are driven by complex
dynamics, with surprisingly high nitrogen retention, climate sensitivity and
surface water:groundwater interactions </span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-no-proof: yes;">(1, 8)</span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">. These
studies have been a platform for novel analyses of the ecosystem effects of
emerging contaminants </span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-no-proof: yes;">(10)</span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">.</span></li>
<li><span style="font-family: Symbol; font-size: 11.0pt; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">BES has helped challenge the
assumption that<b style="mso-bidi-font-weight: normal;"> </b>urban biodiversity
is low, replacing it with a realization that biological communities in urban
environments are diverse and dynamic, with significant effects on fluxes of
water, energy, carbon and nutrients and human well-being (6, 9, 4).</span></li>
<li><span style="font-size: 10.0pt; mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-fareast-font-family: Calibri; mso-hansi-font-family: Calibri;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">The BES Household Telephone Survey has
provided novel information on environmental knowledge, perceptions, values, and
behaviors; how these influence ecosystem structure and function; and how
changes in ecosystem structure and function may affect people's physical
activity, social cohesion, perception of neighborhood desirability, and
willingness to relocate </span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-no-proof: yes;">(3)</span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">. </span><span style="font-size: 10.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></li>
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<span style="font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Selected
cross-site or broader syntheses (2008-2018)</span></div>
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<span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-font-weight: bold; mso-bidi-language: EN-US; mso-bidi-theme-font: minor-latin;">Our sibling urban LTER program in Phoenix
(CAP) and BES have a long history of collaboration. Coordinated data collection
(telephone survey, plant diversity, soil processes, microclimate, hydrography,
plant and soil C and isotopes) was (and is continuing) done as part of two
projects funded by the NSF Macrosystems Biology program on “urban homogenization.”
This work emerged directly from our cross-site collaborations and discussions,
has produced a series of direct comparisons between Baltimore and Phoenix as
well as comparisons with four other cities including Boston, Miami,
Minneapolis-St. </span><span lang="DA" style="font-size: 11.0pt; mso-ansi-language: DA; mso-bidi-font-family: Calibri; mso-bidi-font-weight: bold; mso-bidi-language: EN-US; mso-bidi-theme-font: minor-latin;">Paul and Los Angeles (6)</span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-font-weight: bold; mso-bidi-language: EN-US; mso-bidi-theme-font: minor-latin;">. More generally, BES and
CAP both employ “200 point surveys” for collection of data across the urban
ecosystem and these platforms facilitate comparisons between our two LTER
sites. </span></div>
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<span style="font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Broader
impacts, education, and outreach (2008-2018)</span></div>
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<span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Since 2009, we
have worked with 135 teachers in Baltimore in a variety of education programs
including the <i style="mso-bidi-font-style: normal;">Pathways to Environmental
Science Literacy </i>project in partnership with LTER sites in California,
Colorado, and Michigan. Outcomes included 1) reaching thousands of students in
the Baltimore City (ca. 80% African American, 10% Latino/a, and 9% white) and
Baltimore County Public Schools (ca. 7% Asian, 39% African American, 10%
Hispanic, 39% White, and 5% Two or More Races 5%), 2) research about teaching and
student learning, and 3) curricular modules on carbon, water, biodiversity, and
citizenship. </span></div>
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi-ugakdZMDfprcpTCRvKQY9FjnLodWwXwcnOY7JBrZBdICXS91DjYljmWbvCQX0Uh2obnYf4A2ZysaDVm3tV27ehnFnm4QuDFo0pPM7EUlwsDR8vyelg-IE3tUfc1bpmjEUE5ddhMb70DD/s1600/Skyline+from+Washington+Monument+2016.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="422" data-original-width="750" height="225" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi-ugakdZMDfprcpTCRvKQY9FjnLodWwXwcnOY7JBrZBdICXS91DjYljmWbvCQX0Uh2obnYf4A2ZysaDVm3tV27ehnFnm4QuDFo0pPM7EUlwsDR8vyelg-IE3tUfc1bpmjEUE5ddhMb70DD/s400/Skyline+from+Washington+Monument+2016.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Downtown Baltimore from the Washington Monument</td></tr>
</tbody></table>
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<br /></div>
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<span style="font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Data
stewardship and sharing</span></div>
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<br /></div>
<div class="MsoNormal" style="mso-layout-grid-align: none; text-autospace: none;">
<span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">BES
watershed data are the focus of outreach work with local municipalities
grappling with water quality regulations (Total Maximum Daily Load) for the
Chesapeake Bay through the Baltimore Urban Waters Partnership and our data and
physical sample archive have attracted new investigators to pursue new
analyses. Our core long-term data sets on trace gases (8), telephone survey and
biodiversity have facilitated development of cross-site analysis (8) and the
emergence of research on urban homogenization </span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"><span style="mso-no-proof: yes;">(6)</span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">. </span><span style="font-size: 10.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;"></span></div>
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<br /></div>
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<span style="font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Investigators
</span></div>
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<br /></div>
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<span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">From
2008 to 2018, BES engaged numerous participants.<span style="mso-spacerun: yes;"> </span>During this decade there were 92
investigators, 162 graduate students, 199 undergraduate students, 15
postdoctoral researchers, 6 education staff members, and 413 interested
parties. </span></div>
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<br /></div>
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<span style="font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Partnerships
and shared funding </span></div>
<div class="MsoNormal" style="mso-layout-grid-align: none; text-autospace: none;">
<br /></div>
<div class="MsoNormal">
<span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-font-family: "Times New Roman"; mso-themecolor: text1;">The USDA Forest Service’s Baltimore Urban
Field Station is fundamental to BES. Related research, education and
outreach projects, and analysis of BES data are greatly facilitated by the
Forest Service collaboration. The Baltimore Field Station is located on
the campus of the University of Maryland, Baltimore County (UMBC) and includes 7 full time equivalents (FTEs), 9 offices for permanent staff and 4
“as-needed” spaces, two conference rooms, one field supply storage area and two
field vehicles (van and pickup truck). The Forest Service works regionally and
nationally, with other scientists and staff located at other locations who also
work in Baltimore on BES related projects. The USDA Forest Service estimates a
contribution of ~$1.1 / year to BES. </span></div>
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<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjH4kCBB_iAOpU5WQ2ZFk1Ea16mXzbe09ZvZR9v1TfGjfxIASC8wcvSJ6ln13bzy8u2oGhZsMGF4aJe1VUDEte_gsX84DOS4BjdW9UmggtHOovHvJ0N68QZlz_zFGWa4A3YszH08wm2yaw2/s1600/DSC_4754_crop+small.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1087" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjH4kCBB_iAOpU5WQ2ZFk1Ea16mXzbe09ZvZR9v1TfGjfxIASC8wcvSJ6ln13bzy8u2oGhZsMGF4aJe1VUDEte_gsX84DOS4BjdW9UmggtHOovHvJ0N68QZlz_zFGWa4A3YszH08wm2yaw2/s320/DSC_4754_crop+small.jpg" width="217" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Data uplink from the Carroll Park BES/USGS stream gauge.</td></tr>
</tbody></table>
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<br /></div>
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<span style="font-size: 14.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;">Top
ten products of the past decade</span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoListParagraphCxSpFirst" style="margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .25in; margin-right: 0in; margin-top: 2.0pt; mso-add-space: auto; mso-layout-grid-align: none; mso-list: l2 level1 lfo1; text-autospace: none; text-indent: -.25in;">
<span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;"><span style="mso-list: Ignore;">1.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;">Bettez et al. 2015. Climate variation
overwhelms efforts to reduce nitrogen delivery to coastal waters. Ecosystems <b style="mso-bidi-font-weight: normal;">18</b>:1319-1331. </span><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;"><span style="-webkit-text-stroke-width: 0px; color: #362c1d; display: inline !important; float: none; font-family: arial, helvetica, sans-serif; font-size: 13.3333px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">DOI: 10.1007/s10021-015-9902-9</span></span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .25in; margin-right: 0in; margin-top: 2.0pt; mso-add-space: auto; mso-layout-grid-align: none; mso-list: l2 level1 lfo1; text-autospace: none; text-indent: -.25in;">
<span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;"><span style="mso-list: Ignore;">2.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><sup><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;"></span></sup><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;">Grove et al. 2015. The Baltimore School of Urban
Ecology: Space, Scale, and Time for the Study of Cities. Yale University Press,
New Haven. </span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .25in; margin-right: 0in; margin-top: 2.0pt; mso-add-space: auto; mso-layout-grid-align: none; mso-list: l2 level1 lfo1; text-autospace: none; text-indent: -.25in;">
<span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;"><span style="mso-list: Ignore;">3.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;">Hager et al. 2013. Socio-ecological
revitalization of an urban watershed. Frontiers in Ecology and the Environment <b>11</b>:28-36. DOI: </span><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;"><span style="-webkit-text-stroke-width: 0px; color: #362c1d; display: inline !important; float: none; font-family: arial, helvetica, sans-serif; font-size: 13.3333px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">10.1890/120069</span></span></div>
<div class="MsoListParagraphCxSpLast" style="margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .25in; margin-right: 0in; margin-top: 2.0pt; mso-add-space: auto; mso-layout-grid-align: none; mso-list: l2 level1 lfo1; text-autospace: none; text-indent: -.25in;">
<span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;"><span style="mso-list: Ignore;">4.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;">Swan et al. 2017. Differential
organization of taxonomic and functional diversity in an urban woody plant
metacommunity. Applied Vegetation Science 20:7-17 DOI: </span><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;"><span style="-webkit-text-stroke-width: 0px; color: #362c1d; display: inline !important; float: none; font-family: arial, helvetica, sans-serif; font-size: 13.3333px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">10.1111/avsc.12266</span></span></div>
<div class="EndNoteBibliography" style="margin-left: .25in; mso-list: l2 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial;"><span style="mso-list: Ignore;">5.<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="font-size: 11.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">Pickett, S. T. A., M. L. Cadenasso, E. J. Rosi-Marshall, K. T.
Belt, P. M. Groffman, J. M. Grove, E. G. Irwin, S. S. Kaushal, S. L. LaDeau, C.
H. Nilon, C. M. Swan, and P. S. Warren. 2017. Dynamic heterogeneity: a
framework to promote ecological integration and hypothesis generation in urban
systems. Urban Ecosystems <b style="mso-bidi-font-weight: normal;">20</b>:1-14. DOI: </span><span style="font-size: 11.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;"><span style="-webkit-text-stroke-width: 0px; color: #362c1d; display: inline !important; float: none; font-family: arial, helvetica, sans-serif; font-size: 13.3333px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">10.1007/s11252-016-0574-9</span></span></div>
<div class="MsoListParagraphCxSpFirst" style="margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .25in; margin-right: 0in; margin-top: 2.0pt; mso-add-space: auto; mso-layout-grid-align: none; mso-list: l2 level1 lfo1; text-autospace: none; text-indent: -.25in;">
<span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;"><span style="mso-list: Ignore;">6.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-no-proof: yes;">Groffman, P. M., M. Avolio, J. Cavender-Bares, N. D. Bettez,
J. M. Grove, S. Hall, S. E. Hobbie, K. L. Larson, S. B. Lerman, D. H. Locke, J.
B. Heffernan, J. L. Morse, C. Neill, K. C. Nelson, J. O'Neil-Dunne, D. E.
Pataki, C. Polsky, R. V. Pouyat, R. Roy Chowdhury, M. Steele, and T. L. E.
Trammel. 2017a. Ecological homogenization of residential macrosystems. Nature
Ecology and Evolution <b style="mso-bidi-font-weight: normal;">2017</b>:article
0191. DOI: </span><span style="-webkit-text-stroke-width: 0px; color: #362c1d; display: inline !important; float: none; font-family: arial, helvetica, sans-serif; font-size: 13.3333px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">10.1038/s41559-017-0191</span><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;"></span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .25in; margin-right: 0in; margin-top: 2.0pt; mso-add-space: auto; mso-layout-grid-align: none; mso-list: l2 level1 lfo1; text-autospace: none; text-indent: -.25in;">
<span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;"><span style="mso-list: Ignore;">7.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;">Groffman, P. M., M. L. Cadenasso, J. Cavender-Bares, D. L.
Childers, N. B. Grimm, J. M. Grove, S. E. Hobbie, L. R. Hutyra, D. G.
Jenerette, T. McPhearson, D. E. Pataki, S. T. A. Pickett, R. V. Pouyat, E. J.
Rosi-Marshall, and B. L. Ruddell. 2017b. Moving towards a new Urban Systems Science.
Ecosystems <b style="mso-bidi-font-weight: normal;">20</b>:38-43. DOI:10.1007/s10021-016-0053-4 <span style="mso-list: Ignore;"> </span></span></div>
<div class="MsoListParagraphCxSpMiddle" style="margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .25in; margin-right: 0in; margin-top: 2.0pt; mso-add-space: auto; mso-layout-grid-align: none; mso-list: l2 level1 lfo1; text-autospace: none; text-indent: -.25in;">
<span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;"><span style="mso-list: Ignore;">8.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-no-proof: yes;">Ni, X., and P. M. Groffman. 2018. Declines in methane uptake
in forest soils. Proceedings of the National Academy of Sciences https://www.pnas.org/content/115/34/8587</span><b style="mso-bidi-font-weight: normal;"><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-no-proof: yes;"></span></b><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;"></span></div>
<div class="MsoListParagraphCxSpLast" style="margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .25in; margin-right: 0in; margin-top: 2.0pt; mso-add-space: auto; mso-layout-grid-align: none; mso-list: l2 level1 lfo1; text-autospace: none; text-indent: -.25in;">
<span style="color: black; font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial; mso-fareast-language: EN-US;"><span style="mso-list: Ignore;">9.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-no-proof: yes;">Schmidt, D. J., R. Pouyat, K. Szlavecz, H. Setälä, D. J.
Kotze, I. Yesilonis, S. Cilliers, E. Hornung, M. Dombos, and S. A. Yarwood.
2017. Urbanization erodes ectomycorrhizal fungal diversity and may cause
microbial communities to converge. Nature Ecology & Evolution <b style="mso-bidi-font-weight: normal;">1</b>:0123. DOI: </span><span style="-webkit-text-stroke-width: 0px; color: #362c1d; display: inline !important; float: none; font-family: arial, helvetica, sans-serif; font-size: 13.3333px; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">10.1038/s41559-017-0123</span><span style="color: black; font-size: 11.0pt; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: EN-US;"></span></div>
<div class="EndNoteBibliography" style="margin-left: .25in; mso-list: l2 level1 lfo1; text-indent: -.25in;">
<span style="font-family: "Arial","sans-serif"; font-size: 11.0pt; mso-fareast-font-family: Arial;"><span style="mso-list: Ignore;">10.<span style="font: 7.0pt "Times New Roman";"> </span></span></span><span style="font-size: 11.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">Rosi-Marshall,
E., and T. Royer. 2012. Pharmaceutical compounds and ecosystem function: An
emerging research challenge for aquatic ecologists. Ecosystems <b style="mso-bidi-font-weight: normal;">15</b>:867-880. DOI:10.1007/s1--21-021-9553-z</span></div>
<table border="0" cellpadding="6" cellspacing="0" class="sortable" style="-webkit-text-stroke-width: 0px; font-family: arial, helvetica, sans-serif; letter-spacing: normal; orphans: 2; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; widows: 2; word-spacing: 0px;"><tbody>
<tr><td class="color-3-text-10" style="color: #362c1d; font: 10pt arial, helvetica, sans-serif;" valign="top"></td></tr>
</tbody></table>
<div class="EndNoteBibliography" style="margin-left: .25in; mso-list: l2 level1 lfo1; text-indent: -.25in;">
<span style="font-size: 11.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;"></span></div>
<span style="font-size: 11.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;"></span>Administrative Details: Lead Principal Investigator: Dr. Emma J. Rosi Institution: Cary Institute of Ecosystem Studies
Established 1998, LTER 1637661 (3.75 funding cycles)
Sponsoring NSF Directorate / Division / NSF Program(s): BIO/DEB/Ecosystems<br />
<div class="EndNoteBibliography" style="margin-left: .25in; mso-list: l2 level1 lfo1; text-indent: -.25in;">
<br /></div>
<div class="EndNoteBibliography" style="margin-left: .25in; mso-list: l2 level1 lfo1; text-indent: -.25in;">
<span style="font-size: 11.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">Emma J. Rosi, Director</span></div>
<div class="EndNoteBibliography" style="margin-left: .25in; mso-list: l2 level1 lfo1; text-indent: -.25in;">
<span style="font-size: 11.0pt; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin;">Peter M. Groffman, Deputy Director </span></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-33886244619689187152019-02-27T16:21:00.003-05:002019-02-27T16:21:49.268-05:00What Do People Value About BES?<!--[if gte mso 9]><xml>
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The 2018 twentieth annual meeting
of BES participants, institutional partners, and interested citizens, provided
an opportunity to ask people what they thought the most important finding or
contribution of BES had been over those 20 years.<span style="mso-spacerun: yes;"> </span>We were expecting suggestions that suggested specific results, or particular educational contributions. We were surprised by the results. </div>
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<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
First, we should note that the survey was informal and far from
sociologically rigorous. Although we handed out response cards to the more than 110 people registered at the meeting, we only received 15 returns. Maybe not a bad rate given the usual percentage that even formal surveys achieve. But that number is a caveat here.</div>
<div class="MsoNormal" style="line-height: 200%;">
<br /></div>
<div class="MsoNormal" style="line-height: 200%;">
So what did we learn? The majority said that the most important contribution was BES itself as an intellectual network and community of
practice aimed at advancing urban ecological science and its application.<span style="mso-spacerun: yes;"> </span>This suggests that people value the opportunities for collaboration, data sharing, mutual encouragement, and fellowship with scholars and activists concerned with the city as a socially relevant system. Of course, these last suggestions are our guesses, and maybe we'll generate a more formal survey for the 2019 annual meeting to identify the particular things that people value.</div>
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<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi8nOVIV6qNKzf7GCrXn-Zx2UkhSOdmbTKE66QMrV58EB9Y9CJ_sNgLrhmflN1ixjyZvxsjeC-P89-R8NQa3i1napUX5GcQc0Pb9JmOk64PJ4pcHLuRKx06CSITcUAwQ6V08wThmy6y1lY2/s1600/BES+Grad+Student+Symposium+2016.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="821" data-original-width="866" height="303" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi8nOVIV6qNKzf7GCrXn-Zx2UkhSOdmbTKE66QMrV58EB9Y9CJ_sNgLrhmflN1ixjyZvxsjeC-P89-R8NQa3i1napUX5GcQc0Pb9JmOk64PJ4pcHLuRKx06CSITcUAwQ6V08wThmy6y1lY2/s320/BES+Grad+Student+Symposium+2016.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Participants in the 2016 BES Graduate Symposium.</td></tr>
</tbody></table>
<div class="MsoNormal" style="line-height: 200%;">
But in the meantime, we are pleased that our longstanding concern with a culture of openness, inclusiveness, and focus on the Baltimore region as an environment and as a home has paid off. An integrative, inviting culture can be both a goal and an outcome.</div>
<div class="MsoNormal" style="line-height: 200%;">
Steward Pickett, Director Emeritus</div>
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<br /></div>
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Some relevant BES papers:</div>
<br />
<div class="csl-bib-body" style="line-height: 2; margin-left: 2em; text-indent: -2em;">
<div class="csl-entry">
Pickett, S. T. A. 1999. The culture of synthesis: habits of mind in novel ecological integration. Oikos 87:479–487.</div>
<span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_id=info%3Adoi%2F10.2307%2F3546812&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The%20culture%20of%20synthesis%3A%20habits%20of%20mind%20in%20novel%20ecological%20integration&rft.jtitle=Oikos&rft.stitle=Oikos&rft.volume=87&rft.issue=3&rft.aufirst=S.%20T.%20A.&rft.aulast=Pickett&rft.au=S.%20T.%20A.%20Pickett&rft.date=1999&rft.pages=479-487&rft.spage=479&rft.epage=487&rft.issn=0030-1299&rft.language=English"></span>
<div class="csl-entry">
Pickett, S. T. A., W. R. Burch, and J. M. Grove. 1999. Interdisciplinary research: Maintaining the constructive impulse in a culture of criticism. Ecosystems 2:302–307.</div>
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Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-84945039940176984522018-10-13T10:26:00.000-04:002018-10-13T10:26:45.281-04:00What's Hidden in the New York Times Maps of All the Buildings in America?<!--[if gte mso 9]><xml>
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Much well deserved amazement and attention has been heaped
on the recent map of "every building in America," by Tim Wallace, Derek Watkins, and John Schwartz, <span style="background-color: white; color: #333333; display: inline; float: none; font-family: , "georgia" , serif; font-size: 16px; font-style: normal; letter-spacing: normal; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"></span>published on 12 October 2018 in the
New York Times.<span style="mso-spacerun: yes;"> </span>The Times' interactive
maps are a real treasure and a wonderful opportunity to explore the multiple
geographies of the United States as one wishes.<span style="mso-spacerun: yes;">
</span>Their building map appears at this link: https://www.nytimes.com/interactive/2018/10/12/us/map-of-every-building-in-the-united-states.html</div>
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<br /></div>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4RSHNvNiG2LMBM-4IKVgE3r1L3vo9N-iWIGugzUZYEkrgjNysZXN9pw2sSTI9OEMLBHefeDoVZFjXxQM-ID77QOTjENToNTjlaJuuJwpo38i5go0v_qwhxKqnVhuGr0l0W9kiGZmNKuxD/s1600/Poughkeepsie+Buildings+NYT+interactive+map+2018.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="391" data-original-width="606" height="257" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4RSHNvNiG2LMBM-4IKVgE3r1L3vo9N-iWIGugzUZYEkrgjNysZXN9pw2sSTI9OEMLBHefeDoVZFjXxQM-ID77QOTjENToNTjlaJuuJwpo38i5go0v_qwhxKqnVhuGr0l0W9kiGZmNKuxD/s400/Poughkeepsie+Buildings+NYT+interactive+map+2018.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">City of Poughkeepsie NY from the NYT map. Buildings are black and everything else is white.</td></tr>
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<br /></div>
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<br /></div>
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As amazing and useful as this map is, as an urban ecologist,
I am struck by some of its limits.</div>
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<br /></div>
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First, the map shows buildings in black, and everything else
(read that again -- everything else) in white.<span style="mso-spacerun: yes;">
</span>This is called "figure ground" by architects, and has been for
hundreds of years the standard way to represent cities (e.g. Mayr and Mayr 2018).<span style="mso-spacerun: yes;"> </span>Big differences between cities show up this
way.<span style="mso-spacerun: yes;"> </span></div>
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<br /></div>
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The New York Times maps do us the huge favor of showing us
figure-ground for an entire nation, based ultimately on some Microsoft computer wizardry.<span style="mso-spacerun: yes;">
</span>(Read THAT again: figure-ground for an entire nation.)<span style="mso-spacerun: yes;"> </span>This is pretty awesome.<span style="mso-spacerun: yes;"> </span>So awesome, that I had to resist the
temptation to use terminology my Mother would not have approved of.<span style="mso-spacerun: yes;"> </span> </div>
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<br /></div>
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The maps show how urban form in its
starkest form relates to big contrasts in how cities are laid out.<span style="mso-spacerun: yes;"> </span>The maps show the various continental
patterns of urbanization, the influence of land tenure in the different European colonial
powers, the role of major contrasts in topography, and the culture of land
parcelization throughout the nation.<span style="mso-spacerun: yes;">
</span>These are -- again -- amazing patterns to see.<span style="mso-spacerun: yes;"> </span>And that the Times has made this treasure
available to all of us is pretty neat.</div>
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<br /></div>
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OK, so what is wrong with this wonderful map.<span style="mso-spacerun: yes;"> </span>The "everything else" is a
problem.<span style="mso-spacerun: yes;"> </span>Garry Peterson of the Stockholm Resilience Centre has reminded us
that the large among of infrastructure associated with all these buildings is invisible
in these maps.<span style="mso-spacerun: yes;"> </span>Somewhere in all that
white space, there are paved streets, walks, and car parks; there are wires,
cables, and pipes of multiple clean and waste-bearing sorts; and -- from my
bioecological perspective -- there are at least trees, grass, shrubs, wildlife,
pests, microbes, streams, wetlands, rock outcrops, and bare soil. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
In other words these wonderful maps entirely miss the fact
that our urban places -- cities, suburbs, exurbs -- are ecosystems.<span style="mso-spacerun: yes;"> </span>They have the buildings roughly represented
by these wonderful maps, but they also have constructed and reshaped surfaces,
biological organisms, the deep physical context of the places covered, filled
or "reclaimed" for building on, and more social components than I can
fairly even wave my hand at here.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
These black-on-white maps have been bread and butter for
urbanism for hundreds of years.<span style="mso-spacerun: yes;"> </span>But they
deceive us into thinking that cities are physical things.<span style="mso-spacerun: yes;"> </span>Even worse, they seduce us into thinking that
cities are only built.<span style="mso-spacerun: yes;"> </span>At best the usual
antidote to this seduction is the equally simple idea that cities are primarily
social phenomena.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
No.<span style="mso-spacerun: yes;"> </span>These things are
all wrong, even though useful on some levels.<span style="mso-spacerun: yes;">
</span>Cities are hybrid ecosystems, meaning that biology, society,
construction, and physical fundamentals (geology, soils, climate, and so on)
interact in the spaces so glibly shown as figure ground.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Don't be taken in by this overly simplistic beauty.<span style="mso-spacerun: yes;"> </span>Use it as an entry to the real complexity and
"multicolored" beauty of urban places.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steward T.A. Pickett </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Sources:</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The NYT article on the interactive map: https://www.nytimes.com/interactive/2018/10/12/us/map-of-every-building-in-the-united-states.html</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Mayr and Mayr 2018 with some nice background on the utility of Figure/Ground diagrams: http://www.citiesplus.org/post/99163685476/figure-ground-diagrams-tell-stories </div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-38169400169534859082018-10-08T08:48:00.001-04:002018-10-08T08:48:50.691-04:00Why is Urban Sustainability so Hard? The Trap of the Sanitary City<!--[if gte mso 9]><xml>
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A few months ago, I was having a lively discussion with some serious
and dedicated undergraduates at a university I was visiting.<span style="mso-spacerun: yes;"> </span>The fact that they were disappointed with
their training in sustainability came up -- They felt they weren't being told
how to practice sustainability.<span style="mso-spacerun: yes;"> </span>This
provided an opportunity for interesting engaged discussion, and helped me
clarify some of my own thoughts.<span style="mso-spacerun: yes;"> </span>Here's what came
up for me.<span style="mso-spacerun: yes;"> </span>I'll frame these thoughts in
the context of urban ecology, since that's where I usually think about
sustainability.<span style="mso-spacerun: yes;"> </span>In fact it is hard to
think about sustainability in any kind of ecosystem without including urban
connections.</div>
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<br /></div>
<div class="MsoNormal">
There are two basic reasons for the difficulty.<span style="mso-spacerun: yes;"> </span>Sustainability is technically complex, and
sustainability, unlike traditional strategies of urban management, doesn't yet have
a recipe.<span style="mso-spacerun: yes;"> Here I'm following a distinction between complicated and complex (Allen and Starr 1982).</span></div>
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<br /></div>
<h2 class="MsoNormal">
Sustainability is Technically Complex</h2>
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Sustainability was first introduced in the 1970s.<span style="mso-spacerun: yes;"> </span>But its most famous articulation is that of
the Bruntland Commission in 1987.<span style="mso-spacerun: yes;"> </span>This canonical definition emphasizes not only the need
to consider the effect of current decisions on future generations and on people
and places distant from the seat of decision making, but it also emphasizes
that three things must be considered jointly: environmental integrity, economic
vitality, and social equity.</div>
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<br /></div>
<div class="MsoNormal">
Right off the bat, it is clear that sustainability is a
multifaceted pursuit.<span style="mso-spacerun: yes;"> </span>So it is likely to
be complex because there are many components of each facet, and the facets will
most likely interact.<span style="mso-spacerun: yes;"> </span>If one
acknowledges that sustainability tacitly assumes the subject to be a
"human ecosystem," the reason for the resulting complexity of
sustainability becomes clear.<span style="mso-spacerun: yes;"> </span>Human
ecosystems contain, at the minimum, biological components, physical
environmental components, constructed components, technology, social
structures, political processes, and economic resources.<span style="mso-spacerun: yes;"> </span>And this long list is only indicative.<span style="mso-spacerun: yes;"> </span>The interactions between and among components
guarantee that efforts to assess and guide sustainability must involve all the
components.<span style="mso-spacerun: yes;"> </span>Non-linearities, multiple
and scale-crossing feedbacks, and temporal lags would all lend considerable
complexity to sustainability.</div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
The Classic Sanitary Approach to Cities Is, in Contrast, Complicated</h2>
<div class="MsoNormal">
Contrast the complexity of sustainability to the way that
cities have mostly been considered.<span style="mso-spacerun: yes;"> </span>Most
cities in areas that have experienced a history of industrialization can now be
called "sanitary cities" (Melosi 2000).<span style="mso-spacerun: yes;"> </span>The rise of the industrial city, especially
when powered by coal, was a polluted affair.<span style="mso-spacerun: yes;">
</span>Acidic and particle-laden smoke from factories and home fires made the
air a "foul and pestilent congregation of vapours," to quote
Shakespeare (Hamlet Act II, Scene 2).<span style="mso-spacerun: yes;">
</span>The concentration of so many people in new settlements hurriedly built
to house the new industrial workers who flocked from the countryside, led to
fecal pollution of streams and even in many cases well water.<span style="mso-spacerun: yes;"> </span>The industrial cities on Europe and North
America, although desirable to waves of new migrants due to economic
opportunity and intellectual and other freedoms, were clearly bad for people's
health.<span style="mso-spacerun: yes;"> </span>Bouts of mortality from waterborne
diseases characterized these cities, and as late as the 1950s, significant
mortality resulted from the "killer smogs" in some cities.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
From the waste and disease of these industrial behemoths a
new model of the city emerged.<span style="mso-spacerun: yes;"> </span>Called by
Martin Melosi (2000) "the sanitary city," this city model involved
new ways of laying out cities and the development of infrastructure to provide
clean water and convey sewage away from the city, for example.<span style="mso-spacerun: yes;"> </span>In addition, the sanitary city model required
new forms of governance, new modes of financing infrastructure, and new zoning regulations
aimed at reducing hazards and promoting health.<span style="mso-spacerun: yes;">
</span>In some cities, these structures began to emerge in the mid to late
1800s, while in other cities of the Global North, the physical and
institutional structures did not emerge until the early 20th century.<span style="mso-spacerun: yes;"> </span>In the United States, the efforts to clean up
both urban and non-urban environments continued through the passage of the
Clean Water Act in 1972, and the Clean Air Act in 1970. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Sanitary cities are governed through various departments charged
with generating and maintaining the key infrastructure, or managing the solid
and water-borne waste flows so that people were usually separated from the most
noxious threats. <span style="mso-spacerun: yes;"> </span>"Late"
Sanitary Era development changed the strategy from shunting wastes
"away" from the city, or at least away from districts inhabited by
the wealthy and empowered, to reducing and treating wastes.<span style="mso-spacerun: yes;"> </span>The ethical attention to populations and
locations downstream and downwind was an important development in the sanitary
city strategy, one that recognized the integration of urban areas with larger
regional, and in the case of air pollution, continental-scale areas.</div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Constraints of the Sanitary City</h2>
<div class="MsoNormal">
The sanitary city strategy can be considered a success.<span style="mso-spacerun: yes;"> </span>Sanitary cities are not the killers that the
smoke shrouded, sewage drenched killers that Charles Dickens novelized.<span style="mso-spacerun: yes;"> </span>But when compared with the more comprehensive
strategy of sustainability, the sanitary city has some real shortcomings.<span style="mso-spacerun: yes;"> </span>Some of these are in fact problematic
legacies that must be overcome.<span style="mso-spacerun: yes;"> </span><span style="mso-spacerun: yes;">In the language of resilience theory, a sanitary city can harbor "rigidity traps" that hamper the transition to sustainability. </span>Here are
some examples:</div>
<br />
<ul>
<li><span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span>Sanitary cities are governed from the top down,
with resources provided by public funds.<span style="mso-spacerun: yes;">
</span>Shortfalls in city funding can impair the functioning and maintenance of
the massive physical infrastructure required for sanitation.<span style="mso-spacerun: yes;"> </span>The sustainable city may benefit from
alternative funding structures.</li>
</ul>
<br />
<ul>
<li><span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span>Sanitary cities are managed by licensed
specialists who are responsible to specific, issue oriented departments.<span style="mso-spacerun: yes;"> </span>For example, drinking water, sewage,
planning, justice, finance, housing, may each be managed by different
departments or bureaus.<span style="mso-spacerun: yes;"> </span>The sustainable
city requires that all structures and functions in an urban place be thought of
and managed as a system, not a series of loosely connected administrative
units.</li>
</ul>
<br />
<ul>
<li><span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span>The sanitary city may be seen as a tool to
preserve the health and productivity of an industrial work force.<span style="mso-spacerun: yes;"> </span>The sustainable city must adopt a stance of
environmental and social equity, rather than be driven by the economic
interests of a wealthy elite.</li>
</ul>
<div class="MsoNormal">
Other contrasts can be drawn between the sanitary city and
the sustainable city models (Grove 2010; Pickett et al 2013).<span style="mso-spacerun: yes;">
</span>However, this short list points out that there are key differences between
the two.</div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
New Recipes for Sustainable Urban Transformation</h2>
<div class="MsoNormal">
To return to the question of why it is hard to learn the
sustainable city, much less actually promote sustainable trajectories in real
cities, another point must be made.<span style="mso-spacerun: yes;">
</span>Urbanists, politicians, planners, designers, management professions, and
even residents of cities, have had something on the order of 150 years to visualize,
develop, and improve the sanitary city model.<span style="mso-spacerun: yes;">
</span>Authors such as Graham and Marvin (2001) and Gandy (2003) have explained
in depth the complicated nature of the sanitary city, and the long time it took
to develop and deploy the physical, political, and social structures needed to
build and operate it. <span style="mso-spacerun: yes;"> </span>Yet, for many of
us "urban/suburban fish" in the Global North, the sanitary city is
the "water we swim in."<span style="mso-spacerun: yes;"> </span>It
hardly elicits a second thought.<span style="mso-spacerun: yes;"> </span>We
don't have to be taught what it means to run it.<span style="mso-spacerun: yes;"> </span>We may be troubled by environmental
injustices within it, or its growing susceptibility to climate change, or the
buffeting by shifting global economic investment.<span style="mso-spacerun: yes;"> </span>But we fundamentally understand what kind of
thing and experience a sanitary city is.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Not so the sustainable city. <span style="mso-spacerun: yes;"> </span>Those who are committed to the future of
cities are in the process of creating a new model -- a new recipe -- for
cities. <span style="mso-spacerun: yes;"> </span>The recipe for sustainability
must facilitate the internal environmental integrity, the regional effects, the
social livabilities and equitability, and of course the hoped for economic
productivity of urban places.<span style="mso-spacerun: yes;"> </span>And this recipe
hasn't had long to mature.<span style="mso-spacerun: yes;"> </span>The fact that
sustainability requires input from a diversity of residents, citizens, and
officials makes the initial visioning process difficult, yet crucial.<span style="mso-spacerun: yes;"> </span>The fact that sustainability governance in
many cases has to be built on top of existing legal structures, and indeed, to compensate
for the fragmented management of what should be dealt with as an integrated
system, adds its own kind of complexity.<span style="mso-spacerun: yes;">
</span>But, from an ecological perspective, perhaps the biggest hurdle facing
urban sustainability is beginning to see cities as hybrid systems -- having
inextricably linked biological and social-economic features.<span style="mso-spacerun: yes;"> </span>The recipe can't just deal with ingredients
as independent parts.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
It is no wonder that learning and practicing sustainability
is so difficult. <span style="mso-spacerun: yes;"> </span>But the students who
today are struggling mightily with what sustainability is, how to apply that
thinking to the hobbled sanitary urban systems they may have inherited, and how
to make trajectories toward sustainability in and outside of cities the norm,
are the folks who will ultimately be able to say: "This is the new
post-sanitary model of urban systems, this is how the sustainable city works,
this is how you apply the model to cities that are brand new or the large
number of cities in the Global South and East that haven't even had an
industrial and sanitary phase, and this is how you structure governance
networks to operate it."<span style="mso-spacerun: yes;"> </span>One day,
the sooner the better, the Sustainable City models will be off the shelf
recipes with high altitude and tropical variants, and suggestions for
culturally different flavors.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<i style="mso-bidi-font-style: normal;">Bon appetit</i>!</div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;">Steward T.A. Pickett</span></div>
<div class="MsoBibliography">
<br /></div>
<h2 class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;">Background Publications.</span><span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;"> </span></h2>
<div class="csl-bib-body" style="line-height: 2; margin-left: 2em; text-indent: -2em;">
<div class="csl-entry">
Allen, T.F.H. and T.B. Starr. 1982. Hierarchy: Perspectives for Ecological Complexity. University of Chicago Press, Chicago.</div>
<span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=Hierarchy%3A%20perspectives%20for%20ecological%20complexity&rft.place=Chicago&rft.publisher=University%20of%20Chicago%20Press&rft.aufirst=T.F.H.&rft.aulast=Allen&rft.au=T.F.H.%20Allen&rft.au=T%20B%20Starr&rft.date=1982"></span>
</div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;">Cadenasso, M. L., S. T. A. Pickett, and J. M. Grove. 2006. Dimensions
of ecosystem complexity: Heterogeneity, connectivity, and history. Ecological
Complexity 3:1–12.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;">Childers, D. L., M. L. Cadenasso, J. M. Grove, V. Marshall, B.
McGrath, and S. T. A. Pickett. 2015. An Ecology for Cities: A Transformational
Nexus of Design and Ecology to Advance Climate Change Resilience and Urban
Sustainability. Sustainability 7:3774–3791.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;">Gandy, M. 2003. Concrete and clay: reworking nature in New York City.
MIT Press, Cambridge.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;">Graham, S., and S. Marvin. 2001. Splintering urbanism: networked
infrastructures, technological mobilities and the urban condition. Routledge,
New York.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="font-family: Arial, Helvetica, sans-serif;"><span style="font-size: small;"><span><span style="-webkit-text-stroke-width: 0px; background-color: white; display: inline !important; float: none; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;">Grove, J.M. 2010. Cities: Managing Densely Settled Social–Ecological Systems. Pp 281-294 In F. Stuart Chapin, III, Gary P. Kofinas and Carl Folke (eds.) Principles of Ecosystem Stewardship Resilience-Based Natural Resource Management in a Changing World. Springer, New York.</span></span></span></span></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;"><span style="font-family: Arial, Helvetica, sans-serif;"><span style="font-size: small;"><span style="-webkit-text-stroke-width: 0px; background-color: white; display: inline !important; float: none; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; text-align: start; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; word-spacing: 0px;"> </span></span></span> </span></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;">Melosi, M. V. 2000. The Sanitary City: Environmental Services in Urban
America from Colonial Times to the Present. University of Pittsburgh Press,
Pittsburgh.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Georgia; mso-hansi-font-family: Georgia;">Pickett, S. T. A., C. G. Boone, B. P. McGrath, M. L. Cadenasso, D. L.
Childers, L. A. Ogden, M. McHale, and J. M. Grove. 2013. Ecological science and
transformation to the sustainable city. Cities 32, Supplement 1:S10–S20.</span></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-70975379703397513082018-09-19T20:08:00.000-04:002018-09-19T20:18:07.079-04:00Evolution of the Baltimore Ecosystem Study<!--[if gte mso 9]><xml>
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Since 1997, the Baltimore Ecosystem Study (BES) has enjoyed
the support of the Long-Term Ecological Research Program of the Division of
Environmental Biology of the US National Science Foundation. That support is
coming to an end, but the Baltimore Ecosystem Study will live on, due to the
desire of key partners who have been joined together for 20 years to increase the
understanding of Baltimore as a social-ecological system, and to improve its
livability, sustainability, and equitability.</div>
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<br /></div>
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The support of the LTER program has been instrumental in
helping BES establish a mission devoted to four major goals: 1) Pursue
excellence in social-ecological research in an urban system; 2) Maintain
positive engagement with communities, environmental institutions, and
government agencies; 3) Educate and inform the public, students, and
organizations that have need of scientific knowledge; and 4) Assemble and
nurture a diverse and inclusive community of researchers, educators, and
participants.</div>
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<br /></div>
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: right; margin-left: 1em; text-align: right;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiJFJgw-VI59JMTZuEmCZIkQcBFQ208PoyS9vhFO4rEWgCzee3IulpMzSPH52z7qv3m5AIHogZG95r9JWbrGi3szmsT-mkjNnd7lblxxdH4RQ9HdlTFaf_Dea1D1v-gCEETD44z5qfiu6F4/s1600/DSC_4710+crop.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1600" data-original-width="1440" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiJFJgw-VI59JMTZuEmCZIkQcBFQ208PoyS9vhFO4rEWgCzee3IulpMzSPH52z7qv3m5AIHogZG95r9JWbrGi3szmsT-mkjNnd7lblxxdH4RQ9HdlTFaf_Dea1D1v-gCEETD44z5qfiu6F4/s320/DSC_4710+crop.jpg" width="288" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Nothing speaks to the future better than BES education.</td><td class="tr-caption" style="text-align: center;"></td><td class="tr-caption" style="text-align: center;"><br /></td></tr>
</tbody></table>
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Although the NSF's LTER support has been crucial in bringing
BES to its current maturity, the contributions of the Baltimore Ecosystem Study
are too important to urban ecological science, to the jurisdictions of
metropolitan Baltimore, to the state of Maryland, and to federal resource
management agencies and compacts, to allow the effort to falter.<span style="mso-spacerun: yes;"> </span>Consequently, the partners and constituents
of BES are reorganizing as a consortium to maintain their shared research and
practical efforts, to seek additional sources of support, and to build on the
unique foundation of over two decades of interaction and problem solving.</div>
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<br /></div>
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Over the coming months, key partners, including Cary
Institute of Ecosystem Studies, the University of Maryland, Baltimore County, and
the USDA Forest Service, plan to work with leading non-governmental
organizations, local and state agencies to explore an inclusive governance structure and establish a complementary
strategy for building an ongoing funding base for the project.</div>
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<br /></div>
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BES has established and maintained unique, long-term data on
watershed function, the land cover of the urban region, the biological
diversity and biological community structure of the metropolis, and the role of
human decision making at household, community, and governmental levels as
interacting controls on the development and change of the urban region.<span style="mso-spacerun: yes;"> </span></div>
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<br /></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwf7ngHqSyruG9oyFMi6ZvzLLOtzcFMc1kMN875TVXFL_GbtzEOFIztllKjtsdyAMe_e2pAW1jqI5MkTKLkZGvU12BxLbUc27ug_vfznMuakGnd-UOQWZdRQQq4ARV8kUat8-qejo0TKAl/s1600/9780300101133.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="600" data-original-width="395" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwf7ngHqSyruG9oyFMi6ZvzLLOtzcFMc1kMN875TVXFL_GbtzEOFIztllKjtsdyAMe_e2pAW1jqI5MkTKLkZGvU12BxLbUc27ug_vfznMuakGnd-UOQWZdRQQq4ARV8kUat8-qejo0TKAl/s320/9780300101133.jpg" width="209" /></a>The integrated understanding generated by BES is crucial in
moving the Baltimore region toward the more sustainable future that jurisdictions
and communities so earnestly desire.<span style="mso-spacerun: yes;">
</span>Resilience and equitability are important facets of the sustainability
visions and plans that exist in the region.<span style="mso-spacerun: yes;">
</span>The Baltimore Ecosystem Study is very well poised to help the Baltimore
City, the five counties of the metropolitan area, and the larger Chesapeake
region to design sustainability goals and to provide the scientific basis for
evaluating progress toward meeting these goals.</div>
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<br /></div>
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BES -- sometimes characterized as the "Baltimore School
of Urban Ecology" -- is a distinctive, integrative approach to contemporary
urban ecology. <span style="mso-spacerun: yes;"> </span>The approach provides a
powerful platform to advance and apply scientific research, education, and
community engagement. Indeed, BES is an acknowledged exemplar for such integration
that has informed similar efforts around the world.</div>
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</div>
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BES is adapting to a changing funding regime, but it is
also working to remain at the forefront of social-ecological research and
application.<span style="mso-spacerun: yes;"> </span>The partners making up BES
as a consortium are as committed as ever to making it an effective, ground-breaking
exploration at the frontier of urban ecological science and application.</div>
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<br /></div>
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Steward Pickett and Emma Rosi </div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-58784688387301496752017-12-27T13:17:00.000-05:002018-07-30T10:35:23.870-04:00Two Ways to Discover Disturbance<!--[if gte mso 9]><xml>
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<br />
<div class="MsoNormal">
Ecological disturbance is often defined as an event that
disrupts the structure of a specific system <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Pickett
& White, 1985)</span>.<span style="mso-spacerun: yes;"> </span>This kind of
material or physical disruption is important because it can result in changes
in behavior of the system, or leave heterogeneous structural legacies that
affect the system in the future <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Pickett, Cadenasso, & Jones,
2000; Wiens, 2000)</span>.<span style="mso-spacerun: yes;"> </span>Such a
general and potentially significant ecological process requires conceptual
clarity in order to use it successfully <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Pickett,
Kolasa, Armesto, & Collins, 1989)</span>.<span style="mso-spacerun: yes;">
</span>As is often the case, seemingly simple definitions actually require
great subtlety in their application.<span style="mso-spacerun: yes;">
</span>Disturbance invites that kind of attention.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This essay shows that disturbance can be recognized in two
ways.<span style="mso-spacerun: yes;"> </span>The first is based on empirical
experience with events that have, in the past, commonly acted to disrupt structure
of various systems.<span style="mso-spacerun: yes;"> </span>This approach can be
called <i style="mso-bidi-font-style: normal;">event-based detection</i> of
disturbance.<span style="mso-spacerun: yes;"> </span>The second approach allows
disturbance as structural alteration to emerge from the comparison of different
kinds of trajectories in a system.<span style="mso-spacerun: yes;"> </span>Using
such a lens, disturbance shows up as the intersection of long-term data about
phenomena or processes with long-term data on system structure or
function.<span style="mso-spacerun: yes;"> </span>This second approach can be
labeled <i style="mso-bidi-font-style: normal;">emergent detection</i> of
disturbance.<span style="mso-spacerun: yes;"> </span>This distinction may be
important when disturbance is studied in systems where there is little prior empirical
experience, or where interaction of events may be particularly complex.</div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Background: Disturbance as Process</h2>
<div class="MsoNormal">
Although disturbance is one of ecology's fundamental
processes, the concept continues to be refined as more examples are brought to
bear on understanding disturbance <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Peters et al., 2011)</span>.<span style="mso-spacerun: yes;"> </span>Disturbance can be conceived as a <i style="mso-bidi-font-style: normal;">process</i>, of which a conspicuous or
powerful event is only a part. <span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The process as a whole actually involves interaction between
the forces embodied in the event and the characteristics of an ecological
system that is exposed to the event.<span style="mso-spacerun: yes;"> </span>The
system characteristics govern how the forces can affect the system of interest.<span style="mso-spacerun: yes;"> </span>In this sense, disturbance can be seen as a <i style="mso-bidi-font-style: normal;">complex</i> process because of the multiple
interactions between an event and a place.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The description above requires a caveat.<span style="mso-spacerun: yes;"> </span>The term system can be used in different ways
in reference to disturbance.<span style="mso-spacerun: yes;"> </span>One arises
because it may be reasonable to consider disturbance itself as a conceptual <i style="mso-bidi-font-style: normal;">system</i> of interacting components and
phenomena.<span style="mso-spacerun: yes;"> </span>"Disturbance as a system"
refers to a conceptual model of the event, forces, and characteristics of
places that may be affected by disturbance (Figure 1).<span style="mso-spacerun: yes;"> </span>In contrast to a conceptual model involving
disturbance, "the system of interest," uses the word system to refer
to a concrete location, habitat, place, or ecosystem.<span style="mso-spacerun: yes;"> </span></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiaiEYcs-ygyosjRUU255z_aR4VwgsdAowL9lJbjP54ii9G00I7vCsYV-pAmb5x_C8jDfg0vxYaOp1q02IcgDOTILJIaTk1lPsOS5nFuGSGhktJuNtkw3lV8WTBPDHAg9ceKYzHp-p6WpK5/s1600/Disturbance+process+blank+revised+2017.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="960" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiaiEYcs-ygyosjRUU255z_aR4VwgsdAowL9lJbjP54ii9G00I7vCsYV-pAmb5x_C8jDfg0vxYaOp1q02IcgDOTILJIaTk1lPsOS5nFuGSGhktJuNtkw3lV8WTBPDHAg9ceKYzHp-p6WpK5/s400/Disturbance+process+blank+revised+2017.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Figure 1. Disturbance as a complex process (based on Peters et al. 2011 and Grimm et al. 2017)</td></tr>
</tbody></table>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Event-Based Detection of Disturbance</h2>
<div class="MsoNormal">
The refined conceptualization of disturbance, assumed here
as background, suggests that there is more than one way to recognize or detect
a disturbance.<span style="mso-spacerun: yes;"> </span>The first is familiar,
and rather intuitive when applied to scales comfortable to humans.<span style="mso-spacerun: yes;"> </span>If we can travel through a system, and
observe its dynamics at multiple points in time, it is usually easy to identify
what a disturbance is.<span style="mso-spacerun: yes;"> </span>Walking through a
forest after a major wind storm may reveal newly fallen canopy trees, with
their upturned roots, and the soil pit from which the roots were wrenched.<span style="mso-spacerun: yes;"> </span>In that forest, some trees may have been
snapped by wind, and saplings and immature trees may have been broken or bent
as canopy trees fell on them.<span style="mso-spacerun: yes;"> </span>The scene
may be a complex jumble of altered forest structure from the canopy to the
subsoil.<span style="mso-spacerun: yes;"> </span>This is clearly a disturbance
to the formerly intact forest ecosystem, and the motive force of wind equally
clear as a driver.<span style="mso-spacerun: yes;"> </span>Similarly, walking
into a forest some time after a fire, whether one that "crowned" and
burned the canopy, or one that was restricted to the litter layer on the
ground, shows structural disruption of the prior forest structure.<span style="mso-spacerun: yes;"> </span>New seedlings, surviving saplings released
from competition with canopy trees, and understory herbaceous plants may
respond by faster growth or enhanced reproduction following disturbance.<span style="mso-spacerun: yes;"> </span>Such a human-scaled, intuitive recognition of
disturbance events has led to familiar, if imprecise, statements that floods,
fires, ice storms, landslides, hurricanes, and tornadoes "are disturbances"
<i style="mso-bidi-font-style: normal;">a priori</i>.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The general model of disturbance (Figure 1) captures these
intuitive cases that are linked to human size and experience quite well.<span style="mso-spacerun: yes;"> </span>The model suggests though, that understanding
exactly how the force of wind, the weight of ice, or the chemistry of combustion
affected particular parts of an area require that the nature of the potentially
impacted system or area to be known.<span style="mso-spacerun: yes;">
</span>This requirement may be realized by rigorous and long-term observation
of a system.<span style="mso-spacerun: yes;"> </span>But generally, the focus on
events matches the requirements of the general model well.<span style="mso-spacerun: yes;"> </span>This use of the model is an example of the
event-based approach to detecting disturbance.</div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Emergent Detection of Disturbance</h2>
<div class="MsoNormal">
Emergence is a contrasting approach to discovering
disturbance.<span style="mso-spacerun: yes;"> </span>Not everything that causes disturbance
may be the result of a familiar or human-scaled kinds of event, like a
hurricane or a flood.<span style="mso-spacerun: yes;"> </span>In such cases, the
disruption of system structure may result from the application of unexpected or
non-intuitive forces.<span style="mso-spacerun: yes;"> </span>Non-intuitive
forces may exist on scales difficult for individual people to comprehend
intuitively.<span style="mso-spacerun: yes;"> </span>In addition, such unfamiliar
drivers of disturbance may be especially characteristic of social-ecological
systems.<span style="mso-spacerun: yes;"> </span>The difficulty here is that
powerful social-ecological drivers may seem ordinary and unexceptional to
people in daily life.<span style="mso-spacerun: yes;"> </span>Processes of real
estate investment, employment opportunities, or government regulation may not
seem at first glance to be the stuff of disturbance.<span style="mso-spacerun: yes;"> </span>This invisibility of social-economic drivers is
in part a result of the hybrid nature of such systems.<span style="mso-spacerun: yes;"> </span>Hybridity or social-ecological-technological
system structure means that the forces may have material and social
momentum.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
What does such hybridity of forces mean in concrete
terms?<span style="mso-spacerun: yes;"> </span>If disturbance is an event that
disrupts system structure, what counts as an effective event depends very much
on what the model of the system is.<span style="mso-spacerun: yes;"> </span>The
requirement that an explicit model be used to determine what is and what is not
a disturbance is an often neglected fundamental of disturbance studies.<span style="mso-spacerun: yes;"> </span>Models of hybrid systems can express very
different kinds of structures, all of which are important facets of the larger,
more inclusive urban ecosystem.<span style="mso-spacerun: yes;"> </span>The
models state what components the system contains, and how the components of the
system are networked together.<span style="mso-spacerun: yes;"> </span>For
example, social-ecological systems can have structures that serve to transfer
information, or transmit social expectations.<span style="mso-spacerun: yes;">
</span>Information may include the flows of capital or credit, and expectations
may be transmitted in the form of such things as social norms or neighborhood
cohesion.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
What can alter the such a socially inflected structure?<span style="mso-spacerun: yes;"> </span>Of course, the physical disruption of
communication infrastructure can be a disturbance.<span style="mso-spacerun: yes;"> </span>This is very much like classical disturbance
in ecology.<span style="mso-spacerun: yes;"> </span>Alternatively, the physical
networks may persist while the capacity of the social network to transfer
information may break down due to the removal of an institutional node in the
flow of information.<span style="mso-spacerun: yes;"> </span>Or restriction of
loans in specific areas may disrupt the financial resources that permits people
to maintain and refurbish housing stock; ultimately this disruption of the
financial system may appear as a material disruption in the urban fabric as
buildings are abandoned and perhaps demolished.<span style="mso-spacerun: yes;">
</span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Examples of social features of structure can be labeled a
"social contract," or an "ecology of prestige," each of
which communicates expectations that influence how people interact in
particular places.<span style="mso-spacerun: yes;"> </span>A social contract in
a African American neighborhood is a structure that can be disrupted by the
novel, and perhaps conflicting, expectations about how public space is used and
regulated that are put in place by gentrification.<span style="mso-spacerun: yes;"> </span>The ecology of prestige is a place-specific
social structure expressing a shared aesthetic that directly affects
environmental form and management.</div>
<div class="MsoNormal">
<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEimnzMHgVSD10Rwsdp3SSWVCg1fdjvx123jIepVL2DHHo1oVnCE0i2FwqE1bPH-C-bh0LL8j0a7o8R5XICiJrMcGmb2z8YVZEaLZMiHEQGRil64_1nWXl4AbnutLf1Uh4zZDpxtJWI9YltI/s1600/Disturbance+risk+factor+interaction.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="960" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEimnzMHgVSD10Rwsdp3SSWVCg1fdjvx123jIepVL2DHHo1oVnCE0i2FwqE1bPH-C-bh0LL8j0a7o8R5XICiJrMcGmb2z8YVZEaLZMiHEQGRil64_1nWXl4AbnutLf1Uh4zZDpxtJWI9YltI/s320/Disturbance+risk+factor+interaction.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Figure 2. Illustration of emergence of disturbance as the intersection of a trajectory of lightning strkes and increasing density of wood stems. Below a certain threshold density an ignition will not result in fire spread. Hence, there would be no disturbance of the larger landscape.</td></tr>
</tbody></table>
<div class="MsoNormal">
Disturbances of this kind are particularly complex, and may
be more readily discovered by examining the trajectories of change in urban
systems than by focusing on specific kinds of physical events (Figure 2).<span style="mso-spacerun: yes;"> </span>Trajectories in important biophysical
features of urban systems should of course be monitored, as should drivers from
outside the system that can cause structural disruption.<span style="mso-spacerun: yes;"> </span>However, the events that contribute to
disturbance as a process can also arise within the system due to the
interaction of changes in various system components.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The fact that disturbance can arise in two ways in
social-ecological-technological systems is a part of the complexity of urban
ecology that has helped refine the understanding of one of ecology's basic
phenomena.<span style="mso-spacerun: yes;"> </span>The fact that the Long-Term
Ecological Research program listed disturbance as one of the five core areas
for research in its study sites is a symbol of the importance of disturbance
across a range of system conceptions including populations, communities,
landscapes, and ecosystems.<span style="mso-spacerun: yes;"> </span>Disturbance
can be hypothesized a priori in for some kinds of models, but must be detected
analytically in others.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steward Pickett</div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Literature Cited</h2>
<br />
<div class="csl-bib-body" style="line-height: 2; margin-left: 2em; text-indent: -2em;">
Grimm, N. B., Pickett, S. T. A., Hale, R. L., & Cadenasso, M. L. (2017). Does the ecological concept of disturbance have utility in urban social-ecological-technological systems? Ecosystem Health and Sustainability, 3(1). doi:<a href="https://doi.org/10.1002/ehs2.1255">10.1002/ehs2.1255</a><span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_id=info%3Adoi%2F10.1002%2Fehs2.1255&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Does%20the%20ecological%20concept%20of%20disturbance%20have%20utility%20in%20urban%20social-ecological-technological%20systems%3F&rft.jtitle=Ecosystem%20Health%20and%20Sustainability&rft.volume=3&rft.issue=1&rft.aufirst=N.%20B.&rft.aulast=Grimm&rft.au=N.%20B.%20Grimm&rft.au=S.%20T.%20A.%20Pickett&rft.au=R.%20L.%20Hale&rft.au=M.%20L.%20Cadenasso&rft.date=2017"></span>
</div>
<br />
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Peters, D. P. C., Lugo, A. E.,
Chapin, F. S., III, Pickett, S. T. A., Duniway, M., Rocha, A. V., … Jones, J.
(2011). Cross-system comparisons elucidate distrubance complexities and
generalities. <i>Ecosphere</i>, <i>2</i>, art 81. doi:10.1890/ES11-00115.1</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., Cadenasso, M.
L., & Jones, C. G. (2000). Generation of heterogeneity by organisms:
creation, maintenance, and transformation. In M. L. Hutchings, E. A. John,
& A. J. A. Stewart (Eds.), <i>Ecological consequences of habitat
heterogeneity</i>. Malden, MA: Blackwell.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., Kolasa, J.,
Armesto, J. J., & Collins, S. L. (1989). The Ecological Concept of
Disturbance and Its Expression at Various Hierarchical Levels. <i>Oikos</i>, <i>54</i>(2),
129–136. doi:10.2307/3565258</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., & White,
P. S. (Eds.). (1985). <i>The Ecology of Natural Disturbance and Patch Dynamics</i>.
Orlando: Academic Press.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Wiens, J. (2000). Ecological
heterogeneity: an ontogeny of concepts and approaches. In M. J. Hutchins &
A. J. A. Stewart (Eds.), <i>The ecological consequences of environmental
heterogeneity</i>. Malden, MA: Blackwell.</span></div>
<div class="MsoNormal">
<br /></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-32940161342458945452018-04-21T09:17:00.000-04:002018-04-21T09:17:06.268-04:00Why Do Urban Ecology?<br />
<div class="MsoNormal">
The ecological science of understanding the structure,
workings, and change of urban places has three main reasons to be (raisons d'être, if you prefer the
French). One is the fact that urban
systems are one of the world's most dynamic and increasingly predominant
environments. The second is that
ecological understanding can contribute to improving cities and urban
regions. Finally, studying urban systems
can improve the science of ecology itself.
These reasons are the universal ones for pursuing urban ecology.</div>
<div class="MsoNormal">
<br /></div>
<h2>
Studying the Urbanizing World.<span style="mso-spacerun: yes;"> </span></h2>
<div class="MsoNormal">
Ecology was established as a science when the human
population of the world mostly lived in rural places.<span style="mso-spacerun: yes;"> </span>They were farmers, harvesters of trees or
fish, denizens of villages and small towns closely related to the management of
resources and the transport and economy of commodities.<span style="mso-spacerun: yes;"> </span>Even during the dawn and consolidation of the
industrial era, large, dense cities were unusual places for people as a whole
to live.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This rural and natural-resource based residency is now rare
for people.<span style="mso-spacerun: yes;"> </span>Within the last decade, the
addresses of the majority of people have shifted from the countryside and small
settlements to cities, suburbs, and urban regions.<span style="mso-spacerun: yes;"> </span>More than 50% of the Earth's human population
now count as urban dwellers, as defined by the various governments of the
world.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This urbanization of the world's people and places is
continuing at a rapid pace. <span style="mso-spacerun: yes;"> </span>The United
Nations estimates that more than 60% of humans will be urban by 2030.<span style="mso-spacerun: yes;"> </span>Converting persons and places from rural and
village life to urban involves ever more extensive connections.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
So cities are no longer isolated enclaves, but are connected
to rural and wild lands at great distances.<span style="mso-spacerun: yes;">
</span>Those connections bring resources from other continents, spread wastes
and pollution to other countries, and even affect the lifestyles of those
people who are still identified as rural dwellers.<span style="mso-spacerun: yes;"> </span>Although cities and their adjacent suburbs
only cover about 3% of the land area in even the most densely urban nations,
the effects of those areas are almost boundless.<span style="mso-spacerun: yes;"> </span>Global climate change, for example, or
toxification of global nutrient cycles are widespread outcomes of the intensity
and metabolism of human settlements.<span style="mso-spacerun: yes;">
</span>Urban is not just the city anymore.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Ecological science has ignored the urban for most of its
history.<span style="mso-spacerun: yes;"> </span>The oldest professional
organization of ecologists dates to 1913.<span style="mso-spacerun: yes;">
</span>Exploratory attempts by mainstream ecologists to extend their scope to cities
can be dated to the 1970s. <span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
But substantial attention to the city and the urban didn't
really take root in the United States until the late 1990s.<span style="mso-spacerun: yes;"> </span>The neglect of urban areas has left
ecologists as latecomers to one of the most massive planetary changes in recent
history.<span style="mso-spacerun: yes;"> </span>Focusing on urban ecology is
required because urban systems -- cities, suburbs, and exurbs -- are an
important global habitat type.<span style="mso-spacerun: yes;"> </span>It is, of
course, the habitat type that is now most familiar to people.</div>
<div class="MsoNormal">
<br /></div>
<h2>
Urban Ecology to Improve Cities.</h2>
<div class="MsoNormal">
Cities and other urban systems have most often been
approached as strictly designed, built, or engineered places.<span style="mso-spacerun: yes;"> </span>While they are manifestly intended and
constructed to support human habitation, protection, productivity, and delight,
they do have ecological components.<span style="mso-spacerun: yes;">
</span>Plants, animals, and microbes reside in cities, and contribute to the
benefits and hazards that people experience in the urban realm.<span style="mso-spacerun: yes;"> </span>Consequently, urban ecological knowledge has
as much place as economics, social science, design, political science in assessing
and understanding the functioning of cities.<span style="mso-spacerun: yes;">
</span></div>
<div class="MsoNormal">
In particular, urban ecological science is relevant to
several key attributes of cities:</div>
<div class="MsoListParagraphCxSpFirst" style="mso-list: l1 level1 lfo1; text-indent: -.25in;">
</div>
<ul>
<li><span style="font-size: 7pt; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal;"> </span><span style="text-indent: -0.25in;">Livability, including psychological benefits and
human comfort,</span></li>
<li><span style="font-size: 7pt; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal;"> </span><span style="text-indent: -0.25in;">Ecological functions as sources of ecosystem
services,</span></li>
<li><span style="font-size: 7pt; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal;"> </span><span style="text-indent: -0.25in;">The intimate feedbacks among natural and human
aspects of cities,</span></li>
<li><span style="font-size: 7pt; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal;"> </span><span style="text-indent: -0.25in;">Equity in the free ecological work available to
social groups and classes,</span></li>
<li><span style="font-size: 7pt; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal;"> </span><span style="text-indent: -0.25in;">Contribution to sustainability and resilience,
and</span></li>
<li><span style="font-size: 7pt; font-stretch: normal; font-variant-east-asian: normal; font-variant-numeric: normal; line-height: normal;"> </span><span style="text-indent: -0.25in;">Knowledge to support urban design and planning.</span></li>
</ul>
<!--[if !supportLists]--><br />
<div class="MsoNormal">
This essay can't detail all the support for these
attributes, but the richness of these is widely investigated and ever more
firmly supported.</div>
<h2>
<br /></h2>
<h2>
Urban Ecology Improves Ecological Science</h2>
<div class="MsoNormal">
The flow of benefits is not just from science to urban
systems.<span style="mso-spacerun: yes;"> </span>Rather, science itself can reap
benefits from investigating the formerly neglected urban systems.<span style="mso-spacerun: yes;"> </span>The benefits include at least these:</div>
<div class="MsoListParagraphCxSpFirst" style="mso-list: l0 level1 lfo2; text-indent: -.25in;">
</div>
<ul>
<li><span style="text-indent: -0.25in;">Discover new combinations or levels of environmental
factors in cities,</span></li>
<li><span style="text-indent: -0.25in;">Bring insights and methods of other disciplines
into ecology,</span></li>
<li><span style="text-indent: -0.25in;">Promote interdisciplinarity and study of
social-ecological systems,</span></li>
<li><span style="text-indent: -0.25in;">Improve ecological theory by extending it to a
new kind of system,</span></li>
<li><span style="text-indent: -0.25in;">Test existing theories in a new environments,
and</span></li>
<li><span style="text-indent: -0.25in;">Link ecology better with design, planning, and
engineering professions</span></li>
</ul>
<h2>
Personal Reasons.</h2>
<div class="MsoNormal">
The three motivations or outcomes listed above are the
public and professional ones.<span style="mso-spacerun: yes;"> </span>But the
list leaves out an important motivation -- the personal.<span style="mso-spacerun: yes;"> </span>There is no way to generalize the personal
reasons for pursuing urban ecological research because the mix of reasons is
likely to be unique to each researcher.<span style="mso-spacerun: yes;">
</span>Similarly, the particular order of events and experiences that draw a
person into urban ecological science is likely to be idiosyncratic and specific
to where and how they grew up, how they were educated, and who influenced
them.<span style="mso-spacerun: yes;"> </span>But the existence of those
personal reasons is no less important for being individual and unique.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
In my own case, my predilection for urban ecology only
became apparent long after I had become an ecologist and had studied such
places as post-agricultural oldfields, natural disturbance in primeval forest,
and spatial heterogeneity in deserts, savannas, and unmanaged forest
landscapes.<span style="mso-spacerun: yes;"> </span>But thinking back on how I
grew up, my personal roots supporting urban ecology reach deep.<span style="mso-spacerun: yes;"> </span>I was educated by my Father about the history
and complexity of the city he and I grew up in and where our family had lived
for 4 generations.<span style="mso-spacerun: yes;"> </span>But he also
introduced me to the mystery and subtlety of forests at Boy Scout camp.<span style="mso-spacerun: yes;"> </span>I must have thought that the woods and the
city were both wonderful and interesting places.<span style="mso-spacerun: yes;"> </span></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMP55lLEsObAFUT_FNMxI1aFkYv407X8ZIX8YY8el1LuSl9QbBVRVcuZ3wsVA5zmK4yKX1_Cz0Kbfk9kYoxDO84N0k3jFJGBf6WK-kym-SpfedQeH5u86Pzh-Rx_7Urx5mjYNbfbVcNhUj/s1600/cfiles28462.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="768" data-original-width="1024" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhMP55lLEsObAFUT_FNMxI1aFkYv407X8ZIX8YY8el1LuSl9QbBVRVcuZ3wsVA5zmK4yKX1_Cz0Kbfk9kYoxDO84N0k3jFJGBf6WK-kym-SpfedQeH5u86Pzh-Rx_7Urx5mjYNbfbVcNhUj/s320/cfiles28462.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Downtown Louisville, KY viewed across the Ohio River from Southern Indiana.</td></tr>
</tbody></table>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The first bold steps into urban ecology were guided by colleagues Mark McDonnell and Rich Pouyat.<span style="mso-spacerun: yes;">
</span>These steps were reinforced by former student and continuing colleague, Mary
Cadenasso, a native of Oakland California and now a professor at UC Davis.<span style="mso-spacerun: yes;"> </span>Her long family history in the Bay Area
combined deep roots in viticulture and ranching, with the experience of
vacationing in the Sierra Nevada.<span style="mso-spacerun: yes;"> </span>She echoed
my early experience that cities were as cool in their own way as were forests
and mountains.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Now perhaps my personal motivation is continuing to
change.<span style="mso-spacerun: yes;"> </span>A new personal frontier has opened
up for me with the desire to find the parallels between Aldo Leopold's
"thinking like a mountain," and the need to apply ecology in new
habits of thinking like a city.<span style="mso-spacerun: yes;"> </span>That is,
what are the ethical dimensions of urban ecology?<span style="mso-spacerun: yes;"> </span>What are the moral implications of conceiving
of linked cities, suburbs, and exurbs as ecosystems -- like Leopold's
"mountain?" <span style="mso-spacerun: yes;"> </span>In other words, is
there an urban land ethic?<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The pleasure I personally derive from understanding
ecological complexity, heterogeneity, and dynamism in cities, is married with
the desire to advance the human need for safe, delightful, healthful, diverse,
and equitable urban places. </div>
<div class="MsoNormal">
<br /></div>
<h2>
Coda</h2>
<div class="MsoNormal">
Urban ecological science is a required body of knowledge in
an unprecedented and increasingly urban world.<span style="mso-spacerun: yes;">
</span>It can help guide the way toward desired outcomes such as more livable,
sustainable, and equitable cities.<span style="mso-spacerun: yes;"> </span>But
it can also improve ecological science in general by stretching and testing
ecology's theoretical and empirical content.<span style="mso-spacerun: yes;">
</span>Finally, urban ecology opens a frontier for exploring and exercising a personal
-- and community -- ethical and moral sense.<span style="mso-spacerun: yes;">
</span></div>
<div class="MsoNormal">
<span style="mso-spacerun: yes;"><br /></span></div>
<div class="MsoNormal">
<span style="mso-spacerun: yes;">Steward Pickett</span></div>
<br />Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-67579673966155485312018-04-04T18:12:00.000-04:002018-04-04T18:12:22.017-04:00How Does a Long-Term Study Adjust Its Framework while Preserving Data Integrity?<div class="MsoNormal">
Long-term ecological research is faced with seemingly
contradictory constraints: It must maintain a consistent stream of rigorously
comparable data over time while at the same time responding to conceptual and
theoretical changes in the disciplines underlying those data. How can such opposing constraints be reconciled? <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
BES has faced this challenge in developing its most recent
proposal. It was required to shift from
a framework that -- although it highlighted a frontier topic in the
understanding of social-ecological systems -- proved to be problematical for
many readers. In response, members of
the project management team took a step back and sought ways to improve the
conceptual framework. First, they wanted
to simplify the conceptual framework.
Second, they wanted to increase its parallelism with frameworks of other
LTER sites. Finally, they wanted to
emphasize the interactions on multiple scales that caused the changes in urban
social-ecological systems over time.<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This stepping back took us to the foundations of BES. The project was founded to examine the basic
biophysical structures and functions in an urban system, and how they
interacted with social processes, all in a context of change. <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<h2>
The Founding Ideas of BES</h2>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
So the founding question of BES asked: How do biological and
social patch dynamics combine to shape and change a metropolitan area? This question was operationalized by applying
the watershed concept in a city-suburban-exurban matrix, and by examining nested
hierarchies of social, biological, soil, and hydrological processes as
potential causes of urban change. <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
In revisiting the framework, we looked at what the first
three phases of BES had accomplished, and what they suggested about refinements
in the concepts. Furthermore, we looked
at the improved understanding of climate change and globalization that had
developed over the nearly 20 year history of BES, to see what those insights
suggested about revision of our framework.
<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<h2>
New Pressures in the System</h2>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
It was clear that effects of climate change through sea
level rise, increases in storm intensity and frequency, risk of drought,
increase in heat waves, and shifts in species ranges were likely to alter the
structure and functioning of our urban ecosystem. Furthermore, globalization was likely to
alter human migrations, increase the pressure from introduced and/or invasive
plants, animals, pests, and diseases, as well as work continuing
social-demographic changes within our region.
These ideas had not played significant roles in the initial
conceptualization of BES, which was concerned primarily with testing how well ecological
approaches worked in an environment where they had not been tried previously.<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<h2>
Conceptual Refinement about Urban Ecosystems</h2>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
An additional refinement emerging from BES and other urban
social-ecological research also played a role in the evolving framework. Early on, leaders of BES and its sibling
LTER, the Central Arizona Phoenix project, had pointed out the difference in
studying ecology in the city versus studying ecology of the city. The latter approach required an integrative,
interdisciplinary stance and investigated all habitats in an
urban-suburban-exurban matrix, not just the conspicuously green patches. <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Taking ecology <i>of</i>
the city seriously generated a new land cover conceptualization and
classification, and required examining the intimate feedbacks between social
and biophysical processes over various temporal scales. Indeed, the urban ecosystem is now seen as
"coproduced" by natural and social processes, and consequently, to
possess a hybrid social-ecological-technological structure (Rademacher et al.
2018).<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<h2>
Key Features of a New Framework</h2>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
These insights, empirical advances, and conceptual
refinements have led us to propose a new framework to support our continued
collection and analysis of long-term data in the urban ecosystem. The framework divides the research concerns
into 1) exogenous drivers of change, 2) the structure of the urban ecosystem,
consisting of biological, physical, constructed, and social components, and 3)
the functional responses of the urban ecosystem. All of these aspects -- drivers, structure,
and responses -- interact with each other through time. In addition, the functional responses of the
urban ecosystem feed back onto its structure.
In a system that includes humans as individuals, groups, and
institutions, the feedbacks may involve learning and adaptation or adjustment.<o:p></o:p></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgntzFs4SBZGOia9NnuGZ6kJUysMv69bNtzM27BLvf6D36u-VAjmktWdEL5TRJ_9OgUHNU7HANSS4m426r2Qkf2e8tL6lQ-igggsVyPfalUfzywdVDVwY07sUXlWJRD2Wkc-hKsv_NtT3Hi/s1600/BES+Conceptual+Framework+Simple+Dec+28+2017.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="387" data-original-width="1101" height="140" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgntzFs4SBZGOia9NnuGZ6kJUysMv69bNtzM27BLvf6D36u-VAjmktWdEL5TRJ_9OgUHNU7HANSS4m426r2Qkf2e8tL6lQ-igggsVyPfalUfzywdVDVwY07sUXlWJRD2Wkc-hKsv_NtT3Hi/s400/BES+Conceptual+Framework+Simple+Dec+28+2017.jpg" width="400" /></a></div>
<div class="separator" style="clear: both; text-align: center;">
</div>
<div class="MsoNormal">
<br /></div>
<h3>
<i>Exogenous Drivers</i>. </h3>
<div class="MsoNormal">
Exogenous drivers are those that originate or are controlled from outside of
the local or regional urban mosaic.
Climate change is clearly exogenous, as are regional patterns of
atmospheric deposition of gasses and particulate pollution. Much of the economy of urban regions is
driven by national and international investments, policy, allocation of jobs,
and movement of resources and commodities.
Governance anchored beyond the city, such as requirements of regional
compacts, state law and regulation, federal regulations, and private-public
interactions, can affect a metropolis or its parts. Technology emerging elsewhere may also alter
the fluxes of matter and energy available to a city, and human population can
be altered by regional, national, or international migration numbers and
directions. <o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Some of the factors enumerated as "exogenous" may,
if they are managed or shaped within the city or metropolis, act as local or
endogenous factors. It is the origin and
distance which determines exogeneity, not the specific type of flux or
influence. For example, the movement of
people within a metropolis could reflect local environmental perceptions,
behaviors, and organizational networks.<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<h3>
<i>Ecosystem Structure.</i> </h3>
<div class="MsoNormal">
Exogenous and internal influences come together in the structure of the urban
ecosystem. Like all human ecosystems,
urban areas consist of the biological organisms and the physical environment,
but also of the various human and social structures, and the constructed
environment. The interactions among
these four components drive the functional responses of the urban
ecosystem. All four urban ecosystem
components are reflected in the ecosystem function.<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<h3>
<i>Functional Responses.</i> </h3>
<div class="MsoNormal">
The functional responses are divided into three linked process realms, long
used to organize BES data collection. Watershed biogeochemistry addresses the
amount and content of water flowing through constructed infrastructure and
biophysical features of catchments. Local
ecosystem production and nutrient transformations are driven by the biota,
represented by plant, animal, and microbial communities. These are indexed by
key sentinel species. Human
environmental perceptions, behaviors, and the actions of organizations
constitute the social functions of the urban ecosystem. Clearly, all three functional realms interact
with each other. Equally clearly, the
functional interactions feed back on the structural filter by which external
drivers impact the system.<o:p></o:p></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjLqCC8_tcQ5R07DpBI4G1dHAP4X_XaMP1VTz0zFLTlHce8JqraonVEM1aOjyoHBVp_ao3_8GvZfAcEN9WC-Nc-pAfZvvGChs7lHM9vw0gzckrzLVIQV224cjve8FiCQlxbAPz1SwlfBqFO/s1600/BES+Conceptual+Framework+Mar+2018.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="720" data-original-width="1280" height="225" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjLqCC8_tcQ5R07DpBI4G1dHAP4X_XaMP1VTz0zFLTlHce8JqraonVEM1aOjyoHBVp_ao3_8GvZfAcEN9WC-Nc-pAfZvvGChs7lHM9vw0gzckrzLVIQV224cjve8FiCQlxbAPz1SwlfBqFO/s400/BES+Conceptual+Framework+Mar+2018.jpg" width="400" /></a></div>
<div class="MsoNormal">
<br /></div>
<h2>
Similarity with Other LTER Site Frameworks</h2>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoNormal">
This new framework is intended to be readily interpretable
by ecologists working outside of urban areas as well as those who focus on
urban places. In fact, the general
schema for the framework is very similar to that of the Hubbard Brook Ecosystem
Study LTER, located in the forests of the White Mountains of New
Hampshire. Hubbard Brook is one of the
oldest LTER projects, and focuses on understanding the dynamics of forested
watersheds under the influence of exogenous factors and local management
choices and ecological succession.
Exogenous factors are well illustrated by the Hubbard Brook study, where
acid rain from distant sources was first identified in North America. Current examples of climate changes include
the role of reduced snow cover, and intensification of winter storms. Of the existing LTER sites, the vast majority
include some sort of exogenous factors in their roster of drivers. Climate change, sea level rise, and human
generated land use change are commonly identified as exogenous drivers.<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<h2>
Accommodating
Long-Term Data<i> </i></h2>
<div class="MsoNormal">
For nearly 20 years, BES has collected continuous or
repeated data sets on climate and weather, watershed hydrology, nutrient
export, water quality, biodiversity and
key biotic populations, soil processes, land cover and land use, social
structures, and social dynamics. These
data sets are arrayed across the seven core areas required of urban LTER sites,
as stated in NSF's original request for proposals in 1997 (Table 1).<o:p></o:p></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
Table 1.
Major BES research areas and their distribution across the LTER core research
areas.<o:p></o:p></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXfFLMbv3jhvTRId4PP9oaI4YwEGWzVVJzGQF8nzhPjxeSOsVGVAZOQWxFSn0IuNMH3PGPQJyvU48NZP1qvltbh814_C1S5QhpFLu8RpacX069g7CQQi5IPZT5YnmO37-Rv1B7Q8VhT02D/s1600/BES+Research+and+LTER+core+areas+2018.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="720" data-original-width="960" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhXfFLMbv3jhvTRId4PP9oaI4YwEGWzVVJzGQF8nzhPjxeSOsVGVAZOQWxFSn0IuNMH3PGPQJyvU48NZP1qvltbh814_C1S5QhpFLu8RpacX069g7CQQi5IPZT5YnmO37-Rv1B7Q8VhT02D/s400/BES+Research+and+LTER+core+areas+2018.jpg" width="400" /></a></div>
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BES has revised its conceptual framework by identifying the
fundamental ecosystem structures and processes represented by its ongoing,
long-term data collection, while at the same time organizing the structures and
processes differently than in its original conception. In this way, we hope to have clarified the
big ideas that motivate and tie together the data streams emerging from a still
under-studied ecosystem type. The
framework combines some of the most fundamental ideas from ecosystem science
with the novel structure and large changes represented by urban systems.<o:p></o:p></div>
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<div class="MsoNormal">
Steward Pickett and Emma Rosi<o:p></o:p></div>
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<h2>
Background Literature</h2>
<div class="MsoNormal">
<o:p></o:p></div>
<div class="MsoBibliography">
Cadenasso, M. L., S. T. A.
Pickett, and J. M. Grove. 2006. Integrative approaches to investigating
human-natural systems: the Baltimore ecosystem study. Natures Sciences Societes
14:4–14.<o:p></o:p></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
Pickett, S. T. A., M. L.
Cadenasso, E. J. Rosi-Marshall, K. T. Belt, P. M. Groffman, J. M. Grove, E. G.
Irwin, S. S. Kaushal, S. L. LaDeau, C. H. Nilon, C. M. Swan, and P. S. Warren.
2017. Dynamic heterogeneity: a framework to promote ecological integration and
hypothesis generation in urban systems. Urban Ecosystems 20:1–14. DOI: 10.1007/s11252-016-0574-9<o:p></o:p></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
Rademacher, A., M. L. Cadenasso,
and S. T. A. Pickett. 2018. From feedbacks to coproduction: Toward an
integrated conceptual framework for urban ecosystems. Urban Ecosystems. DOI: 10.1007/s11252-018-0751-0<o:p></o:p></div>
<br />
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
Zhou, W., S. T. A. Pickett, and
M. L. Cadenasso. 2017. Shifting concepts of urban spatial heterogeneity and
their implications for sustainability. Landscape Ecology 32:15–30. DOI: 10.1007/s10980-016-0432-4<o:p></o:p></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-91815764497302182222018-01-03T13:42:00.001-05:002018-01-03T13:42:07.535-05:00Seeking Applicants to Join a Research Project Focused on Green Infrastructure<!--[if gte mso 9]><xml>
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<![endif]--><span style="mso-bidi-font-weight: normal;">Our research team has four positions available: Three Postdocs and a Research Support Specialist</span>
("RA") for social-ecological assessment of green infrastructure.
<br />
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<br /></div>
<div class="MsoNormal">
Our interdisciplinary, social-ecological research team is
pleased to announce the availability of four research positions to assist with
a project entitled, "Environment, Health, and Poverty: is Green
Infrastructure a Universal Good?" </div>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
We use green
infrastructure to investigate the relationships between environment, health,
and poverty in cities. Improved scientific knowledge is required to support
better use of green infrastructure in light of the needs and constraints in
underserved neighborhoods. To support this goal, the project identifies three
objectives: 1) to document the biophysical environment and social context of
existing and proposed green infrastructure projects in Baltimore, MD, where we
have a long history of research and engagement, and which is home to significant
underserved populations; 2) to understand how residents, particularly those in
underserved neighborhoods, perceive and relate to existing and potential green
infrastructure projects; and 3) to evaluate how sustainability plans in various
cities conceive of green infrastructure and its relationship to social
processes. Our research is intended to support a civic outcome of improved and
more equitable use of green infrastructure.</div>
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<br /></div>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
A brief
overview of the currently available positions and links to the formal, detailed
advertisements with equal opportunity statements, are below.</div>
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</h2>
<h2 class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
Three Postdoctoral Associates Sought. </h2>
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We will
employ three <b style="mso-bidi-font-weight: normal;">postdoctoral associates</b>,
one for each of the three objectives: </div>
<br />
<ul>
<li><span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span>Post Doc I: <span class="rsstitle">Postdoctoral
Research Associate -Spatial Context of Green Infrastructure in an Urban
Landscape (AJL ID# <a href="http://icc.ucdavis.edu/ajl-nonocr/b9de8b897f8e9075f3739d73de65ac79">833942</a>)</span>,
housed at UC Davis (https://grad.ucdavis.edu/postdoctoral/job-listings); </li>
</ul>
<br />
<ul>
<li><span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"> </span></span></span>Post Doc II: Social Perceptions of Green Infrastructure
in Baltimore Neighborhoods (http://bit.ly/2CzpShm); and </li>
</ul>
<br />
<ul>
<li><span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;"><span style="font: 7.0pt "Times New Roman";"></span></span></span>Post Doc III: Document Analysis of the Sustainability
or Other Relevant Plans of Baltimore and 15 Additional Cities (http://bit.ly/2CAya96).<span style="mso-spacerun: yes;"> </span>Post Docs II and III will be housed at the
Cary Institute of Ecosystem Studies in Millbrook NY.<span style="mso-spacerun: yes;"> </span>All will occasionally travel to Baltimore as
part of the project.</li>
</ul>
<br />
<h2 class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
</h2>
<h2 class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
A Research Support Specialist: </h2>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
We are
currently seeking the first of several <b style="mso-bidi-font-weight: normal;">Research
Support Specialists</b> to assist with Objective III, and this person will be
housed at either the Cary Institute in Millbrook, or The New School University
in New York City (http://bit.ly/2CzW58A.)
</div>
<h2 class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
</h2>
<h2 class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
Join our Team </h2>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
The senior
research team consists of Joshua Ginsberg, Steward Pickett, Emma Rosi, and
Shannon LaDeau at the Cary Institute, Timon McPhearson at the Cary Institute
and the New School University, Mary Cadenasso at the University of California
Davis, Peter Groffman at the Advanced Science Research Center of the City
University of New York, and Morgan Grove at the USDA Forest Service.</div>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
<br /></div>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
Posted by Steward Pickett </div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com17tag:blogger.com,1999:blog-4847699255407479690.post-198273329768048872017-12-10T10:41:00.001-05:002017-12-10T10:41:12.794-05:00Ecology Of the City is Twenty Years Old<!--[if gte mso 9]><xml>
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<br />
<div class="MsoNormal">
The phrase "ecology <i style="mso-bidi-font-style: normal;">of</i>
the city" was introduced in 1997 as a simple rhetorical device to
highlight the novelty of the approach to urban ecology adopted in the initial
proposal for the Baltimore Ecosystem Study LTER <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Pickett
et al. 1997)</span>.<span style="mso-spacerun: yes;"> </span>We and our
colleagues in the other urban LTER, located in Phoenix AZ, were anxious to
differentiate the proposed work from the usual approach to urban ecology that
had been used in the United States, and indeed most studies elsewhere, up to
that time <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Grimm et al. 2000)</span>.<span style="mso-spacerun: yes;"> </span> </div>
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<br /></div>
<div class="MsoNormal">
I have been surprised that the label and its
contrast with the ecology <i style="mso-bidi-font-style: normal;">in</i> the city
has become an organizational and framing tool in many of the contemporary
textbooks of urban ecology <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Adler and Tanner 2013, Douglas
and James 2014)</span>.<span style="mso-spacerun: yes;"> </span>However, over
the intervening 20 years, the label has become more than a superficial framing
strategy.<span style="mso-spacerun: yes;"> </span>It has become invested with
explicit theoretical and empirical content, moving well beyond metaphor <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Zhou
et al. 2017)</span>.<span style="mso-spacerun: yes;"> </span>However, it may not
be clear to most people that the label in fact now connotes a field of study and
a mode of application.<span style="mso-spacerun: yes;"> </span>The evolution of
how the idea is used also serves as an indicator of how the field of urban
ecology itself has developed over that 20 year span.</div>
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<br /></div>
<div class="MsoNormal">
The predominant approach to urban ecological research in 1997
was called ecology <i style="mso-bidi-font-style: normal;">in</i> the city.<span style="mso-spacerun: yes;"> </span>It is defined as a research approach focusing
on biological organisms and ecological processes that are located in distinct
natural, seminatural, or biologically-dominated patches within the fabric of
cities, towns, suburbs, and exurbs.<span style="mso-spacerun: yes;">
</span>These habitats can be considered to be analogs of those outside of
cities, whether those outside locations are rural or wild.<span style="mso-spacerun: yes;"> </span>Ecology <i style="mso-bidi-font-style: normal;">of</i>
the city is defined, in contrast to ecology <i style="mso-bidi-font-style: normal;">in</i>
the city, as a research approach that integrates biological, social, and
technological aspects <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Grimm et al. 2016)</span> of
urban structures and functions, and focuses on the feedbacks among the
components of urban ecosystems that represent these three aspects.<span style="mso-spacerun: yes;"> </span>The two approaches share a foundational
concern with the spatial structure, heterogeneity, and functioning of urban
systems ranging from single neighborhoods to urban megaregions (Figure 1).</div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQrd38gFvYm29laup49OAuXwRjH4mJRGhVZKwh85NjJ7yI0TKH3nloVVShW1pHT6yNMOI7J_pLCr0H5_XB0s2SWo_YgggOBPk0AcqDjIB8crt1xe0s5ETkD2bztI9N-7kZQkbhSXgZ9g0L/s1600/FIG_3.3_Mega-Regions_of_Asia.gif" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="838" data-original-width="680" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjQrd38gFvYm29laup49OAuXwRjH4mJRGhVZKwh85NjJ7yI0TKH3nloVVShW1pHT6yNMOI7J_pLCr0H5_XB0s2SWo_YgggOBPk0AcqDjIB8crt1xe0s5ETkD2bztI9N-7kZQkbhSXgZ9g0L/s400/FIG_3.3_Mega-Regions_of_Asia.gif" width="323" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Figure 1. Urban megaregions in Asia. The ecology <i>of</i> the city approach applies to all urban scales.</td></tr>
</tbody></table>
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The two approaches can also be differentiated by the way
they conceive of spatial heterogeneity, the models they use to represent
spatial fluxes, and their implications for management and sustainability.<span style="mso-spacerun: yes;"> </span>Such differences have been described in more
detail in an earlier post (<a href="http://besdirector.blogspot.com/2017/09/ecology-for-city-also-means-with.html"><span style="color: #1155cc;">http://besdirector.blogspot.com/2017/09/ecology-for-city-also-means-with.html</span></a>).<span style="mso-spacerun: yes;"> </span>The contrast can also be exemplified by
describing how the nine components of theory <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Pickett
et al. 2007)</span> differentiate the two approaches (Table 1).</div>
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Here, I present a new diagram that may help clarify the
relationship of ecology of and ecology in cities (Figure 2).<span style="mso-spacerun: yes;"> </span>Ecology <i style="mso-bidi-font-style: normal;">in</i>,
as a focus on the biological structure and function of "green" patches
in cities, is a core and ongoing interest of urban ecology.<span style="mso-spacerun: yes;"> </span>This is because such patches are widely
recognized as important sources of ecosystem services in the urban landscape <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Haase
et al. 2014)</span>.<span style="mso-spacerun: yes;"> </span>They can also be
the locus of evolutionary novelty associated with urban environments <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Johnson
and Munshi-South 2017)</span>.<span style="mso-spacerun: yes;"> </span>Understanding
how these biologically-dominated patches are put together, what biological
resources they contain, what ecological and evolutionary functions they
support, what benefits and burdens to humans exist within them, or what
services emanate from them, are important outcomes of research focusing on
ecology <i style="mso-bidi-font-style: normal;">in</i> the city.</div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhVycYIHlS-vBy-VzQBJAtMqA6VHure__oIVjXKHHviiC9PhQhojs1Jol24Zk39r8rG96-OHgUDc_5VLgBeCnlSfVxgkWgVEKtFT61IuwMordz_ICBcYHphRPlBMnRhk_P8ZD7-nYhD4Jo4/s1600/In+Of+For+Concentric.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="960" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhVycYIHlS-vBy-VzQBJAtMqA6VHure__oIVjXKHHviiC9PhQhojs1Jol24Zk39r8rG96-OHgUDc_5VLgBeCnlSfVxgkWgVEKtFT61IuwMordz_ICBcYHphRPlBMnRhk_P8ZD7-nYhD4Jo4/s400/In+Of+For+Concentric.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Figure 2. A conception of the contrast among ecology <i>in</i> as core research, with conceptual and spatial extension to ecology <i>of</i> the city, and ending with the most inclusive approach of ecology <i>for</i> the city, specifying a mode of application.</td></tr>
</tbody></table>
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The contrasting approach of ecology <i style="mso-bidi-font-style: normal;">of</i> the city continues to work with biologically-dominated patches,
but extends its interest to all habitat types in the urban mosaic (Table 1).<span style="mso-spacerun: yes;"> </span>Thus, it asks "what ecological and
evolutionary structures and functions, environmental benefits and burdens,
exist in and move among all patches in an urban area?"<span style="mso-spacerun: yes;"> </span>This inclusive focus means that
ecological research under the umbrella of ecology <i style="mso-bidi-font-style: normal;">of</i> the city investigates patch types that may not contain obvious
biological components.<span style="mso-spacerun: yes;"> </span>Ecology <i style="mso-bidi-font-style: normal;">of</i> the city must therefore be
social-ecological research, rather than only biological research.</div>
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Table 1. The components of theory (see Pickett et al. 2007) and an instance of each in
the contrasting approaches of ecology <i style="mso-bidi-font-style: normal;">in</i>
the city and ecology <i style="mso-bidi-font-style: normal;">of </i>the city.<span style="mso-spacerun: yes;"> </span>The examples of each component are not
complete or comprehensive.<span style="mso-spacerun: yes;"> </span>Several of
the examples focus on a "filter" of concern with spatial structure as
a driver of urban function.<span style="mso-spacerun: yes;"> </span>Note that
"urban" or "city" here refer to the entirety of urban
systems, whether investigated as a whole or not.</div>
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Component</div>
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In</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Of</div>
</td>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
1.Domain</div>
</td>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Biotically-dominated urban patches</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Hybrid social-ecological-technological patches</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
2. Assumptions</div>
</td>
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Drawn from biology and bio-ecology</div>
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Additions from social-ecological science </div>
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3. Facts</div>
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Biodiversity, traits, genetics, population dynamics</div>
</td>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Additions from social-demographic diversity, land cover and
institutional attributes, information, organizational dynamics</div>
</td>
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4. Generalizations</div>
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Succession; disturbance; stress; natural selection; stream continuum</div>
</td>
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Resilience cycle; socio-economic disturbance; cultural selection; engineered
stream continuum</div>
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5. Laws</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Law of succession</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Law of adaptive cycle</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
6. Models</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Patch-corridor-matrix; Island biogeography</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 189.9pt;" valign="top" width="253">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Landscape mosaic/hybrid patch dynamics; metacity model</div>
</td>
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<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 1.7in;" valign="top" width="163">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
7. Translation modes</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Science-driven</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Engagement-driven</div>
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<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 1.7in;" valign="top" width="163">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
8. Hypotheses</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Patterns and mechanisms of biotic impairment</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 189.9pt;" valign="top" width="253">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Adaptive capacities and limits</div>
</td>
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<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 1.7in;" valign="top" width="163">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
9. Framework</div>
</td>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Nested hierarchy of key components to explain biological features and
processes in "green" patches in cities</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 189.9pt;" valign="top" width="253">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Nested hierarchy of key components to explain hybrid features and
processes in all patches in urban mosaics </div>
</td>
</tr>
<tr style="mso-yfti-irow: 10; mso-yfti-lastrow: yes;">
<td style="border-top: none; border: solid windowtext 1.0pt; mso-border-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 1.7in;" valign="top" width="163">
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Application</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 166.5pt;" valign="top" width="222">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Biological conservation</div>
</td>
<td style="border-bottom: solid windowtext 1.0pt; border-left: none; border-right: solid windowtext 1.0pt; border-top: none; mso-border-alt: solid windowtext .5pt; mso-border-left-alt: solid windowtext .5pt; mso-border-top-alt: solid windowtext .5pt; padding: 0in 5.4pt 0in 5.4pt; width: 189.9pt;" valign="top" width="253">
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in;">
Sustainability planning and assessment</div>
</td>
</tr>
</tbody></table>
<br /><br />
<br />
<div class="MsoNormal">
The third approach, ecology <i style="mso-bidi-font-style: normal;">for</i> the city, is defined as the co-production of urban research
questions, and the pursuit of social ecological research intended to inform
sustainable transformations in cities.<span style="mso-spacerun: yes;">
</span>This approach is discussed more fully elsewhere <span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">(Childers
et al. 2015)</span>.<span style="mso-spacerun: yes;"> </span>But for this essay,
the important idea is that the three approaches to ecological research about
cities are not distinct from each other, but in fact interact.<span style="mso-spacerun: yes;"> </span>They can be depicted as concentric circles,
with ecology <i style="mso-bidi-font-style: normal;">in</i> being the core,
ecology <i style="mso-bidi-font-style: normal;">of</i> being inclusive of <i style="mso-bidi-font-style: normal;">in</i>, and the ecology <i style="mso-bidi-font-style: normal;">for</i> embracing the knowledge and approaches of the first two.<span style="mso-spacerun: yes;"> </span>Ecology <i style="mso-bidi-font-style: normal;">in</i> the city supports the social-ecological research exploring the
ecology <i style="mso-bidi-font-style: normal;">of</i> the city.<span style="mso-spacerun: yes;"> </span>Similarly, work pursuant to these two
approaches supports the more transdisiplinary, co-produced research of ecology <i style="mso-bidi-font-style: normal;">for</i> the city.<span style="mso-spacerun: yes;"> </span>Looking in the "opposite direction,"
each larger circle can be considered to require the input and knowledge
provided by the more focused and included domain (Figure 3).<span style="mso-spacerun: yes;"> </span></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjiOdAAvFJHrdRAeGMg0uV0f1kMOlLxO4A9xT74nZl3avfH68j3X6E9Z85pRm-KDOeFVTbkeVYOBW7blWDha4ym1TKpHMu3n5U91wKTFR0p5xV4CnJKn1-tkodfONWvq255W5GHTjnYlQ8a/s1600/In+Of+For+Concentric+Support+Discip+to+Trans.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="960" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjiOdAAvFJHrdRAeGMg0uV0f1kMOlLxO4A9xT74nZl3avfH68j3X6E9Z85pRm-KDOeFVTbkeVYOBW7blWDha4ym1TKpHMu3n5U91wKTFR0p5xV4CnJKn1-tkodfONWvq255W5GHTjnYlQ8a/s400/In+Of+For+Concentric+Support+Discip+to+Trans.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Figure 3. The conception of ecology in, of, and for as an inclusive theoretical framework, showing their relationship to the disciplinary approach each takes.</td></tr>
</tbody></table>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span style="mso-spacerun: yes;"></span>The three approaches
seen this way become nodes of interest and action in the larger field of urban
ecological science.<span style="mso-spacerun: yes;"> </span>None is
"the" urban ecology.<span style="mso-spacerun: yes;"> </span>Rather
they are complementary and individual researchers may shift their focus and
program among these approaches as time and circumstances permit or require.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The twenty years of research, education, and community
engagement motivated by the first expansion of our attention in Baltimore from
ecology <i style="mso-bidi-font-style: normal;">in</i> to ecology <i style="mso-bidi-font-style: normal;">of</i> the city, has continued to invite
conceptual clarification.<span style="mso-spacerun: yes;"> </span>It also
suggests that the empirical content of research of the entire field continues
to require understanding the biology within green patches, but also requires understanding
how biologically-driven processes contribute to the functioning of patches in
which biology may at first seem absent.<span style="mso-spacerun: yes;">
</span>The ecology <i style="mso-bidi-font-style: normal;">of</i> the city points
to the relevance of ecological research and knowledge throughout the
city-suburban-exurban mosaic, and demands an interdisciplinary social-ecological
stance toward research.<span style="mso-spacerun: yes;"> </span>Finally, the
necessity and ethical requirement for effective engagement in urban ecological
systems has been codified by the ecology <i style="mso-bidi-font-style: normal;">for
</i>the city approach.<span style="mso-spacerun: yes;"> </span> </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
All Three
approaches as defined here make up urban ecology, and together are relevant to
the integration of ecological knowledge in urban decision making, ranging from
the scale of households to that of entire metropolitan authorities.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steward Pickett</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Literature Cited</div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Adler, F. R., and C. J. Tanner.
2013. Urban Ecosystems: Ecological Principles for the Built Environment.
Cambridge University Press.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Childers, D. L., M. L. Cadenasso,
J. M. Grove, V. Marshall, B. McGrath, and S. T. A. Pickett. 2015. An Ecology
for Cities: A Transformational Nexus of Design and Ecology to Advance Climate
Change Resilience and Urban Sustainability. Sustainability 7:3774–3791.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Douglas, I., and P. James. 2014.
Urban Ecology. Routledge, New York.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Grimm, N. B., E. M. Cook, R. L.
Hale, and D. M. Iwaniec. 2016. A broader framing of ecosystem services in
cities: Benefits and challenges of built, natural, or hybrid system function.
Pages 203–212 <i>in</i> K. C. Seto, W. D. Solecki, and C. A. Griffith, editors.
The Routledge Handbook of Urbanization and Global Environmental Change.
Routledge, New York.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Grimm, N., J. M. Grove, S. T. A.
Pickett, and C. Redman. 2000. Integrated Approaches to Long-Term Studies of
Urban Ecological Systems. BioScience 50:571–584.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Haase, D., N. Frantzeskaki, and
T. Elmqvist. 2014. Ecosystem Services in Urban Landscapes: Practical
Applications and Governance Implications. Ambio 43:407–412.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Johnson, M. T. J., and J.
Munshi-South. 2017. Evolution of life in urban environments. Science
358:eaam8327.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., W. R. B. Jr,
S. E. Dalton, and T. W. Foresman. 1997. Integrated urban ecosystem research.
Urban Ecosystems 1:183–184.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Pickett, S. T. A., J. Kolasa, and
C. G. Jones. 2007. Ecological Understanding. Academic Press, San Diego.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">Zhou, W., S. T. A. Pickett, and
M. L. Cadenasso. 2017. Shifting concepts of urban spatial heterogeneity and
their implications for sustainability. Landscape Ecology 32:15–30.</span></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com2tag:blogger.com,1999:blog-4847699255407479690.post-40290105751176126612017-11-06T16:55:00.000-05:002017-11-06T16:55:15.863-05:00Outcomes of an Urban Sustainability Research Network<!--[if gte mso 9]><xml>
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<![endif]-->From 2011 through 2017, the
National Science Foundation (NSF) supported a collaborative research project on
"Urban Sustainability: Research Coordination and Synthesis for a
Transformative Future." <span style="mso-spacerun: yes;"> </span>This
project was jointly organized and directed by the Baltimore Ecosystem Study
LTER and the Central Arizona Phoenix LTER.<span style="mso-spacerun: yes;">
</span>Prof. Daniel L. Childers and I were Co-Directors of the project.<span style="mso-spacerun: yes;"> </span></div>
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<br /></div>
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The text here is the "plain
language" public outcomes report as submitted to the Research.gov
website.<span style="mso-spacerun: yes;"> </span>We hope it gives you some sense
of how BES and its partners are helping to promote the understanding and
application of the popular and important idea of sustainability.<span style="mso-spacerun: yes;"> </span>The report is divided into the two sections
required by the National Science Foundation -- Intellectual Merit and Broader
Impacts.</div>
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<br /></div>
<h2 class="MsoNormal" style="line-height: 150%;">
Intellectual Merit</h2>
<div class="MsoNormal" style="line-height: 150%;">
The Urban
Sustainability Research Coordination Network (RCN) was designed to improve the
understanding of urban sustainability and to better position ecologists to interact
with policy makers and managers concerned with sustainability in cities,
suburbs, and urban regions.<span style="mso-spacerun: yes;"> </span>It was
important to focus on urban areas because sustainability research and practice had
mainly focused on natural resources, rural systems, or conservation.<span style="mso-spacerun: yes;"> </span>Because urban systems are becoming ever more
important in the United States and around the world, improving the
understanding of urban sustainability is a crucial need.<span style="mso-spacerun: yes;"> </span>Intentionally limited to working with existing
data, the Urban Sustainability RCN had four main objectives: 1) to improve the
availability of knowledge about the sustainability of urban systems; 2) to
generate conceptual frameworks that unify the crucial disciplines needed to
understand and facilitate urban sustainability; 3) to identify research needs
to enhance the future understanding and application of urban sustainability;
and 4) to build a diverse network of sustainability researchers and
practitioners. </div>
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<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
<span style="mso-bookmark: _GoBack;">This
RCN began with 37 participants from the United States and 4 other countries. <span style="mso-spacerun: yes;"> </span>The Network grew to engage 80 researchers,
educators, and practitioners from 50 cities in 20 countries.<span style="mso-spacerun: yes;"> </span>This extensive network brought together a
large amount of data, broad experience with cities of different sizes and
types, and the insights of various cultural and professional backgrounds.<span style="mso-spacerun: yes;"> </span>The large size of the Network helped to
spread the insights of the intellectual integration very widely around the
nation and globe.<span style="mso-spacerun: yes;"> </span>The growth of the
Network also reflected the widespread interest in the topic.</span></div>
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<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
<span style="mso-bookmark: _GoBack;">The
RCN convened three meetings of the entire group over the course of the grant,
plus smaller thematically oriented meetings.<span style="mso-spacerun: yes;">
</span>The themes evolved during the project based on the "all hands"
meetings, and the activities of the working groups.<span style="mso-spacerun: yes;"> </span>Ultimately, the RCN addressed these themes:
1) conceptual models for urban sustainability; 2) the influence of different
formal and informal governance structures on urban sustainability; 3) the role
of interdisciplinary insights and contributions of the humanities to improved
urban sustainability;<span style="mso-spacerun: yes;"> </span>4) how
ecologically informed urban design can improve sustainability through attention
to adaptive resilience; 5) how urban metabolism, that is, the control of
nutrient and energy flow, contributes to<span style="mso-spacerun: yes;">
</span>sustainability; and 6) the use of scenario planning as a tool to improve
sustainable urban futures.<span style="mso-spacerun: yes;"> </span></span></div>
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<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
<span style="mso-bookmark: _GoBack;">The
RCN increased understanding of the social, economic, and environmental triggers
that have led cities to crisis and transition, including discriminating the
different scales on which the triggers act.<span style="mso-spacerun: yes;">
</span>This information has been especially useful to reinforcing partnerships
with urban sustainability officers.<span style="mso-spacerun: yes;"> </span>The
RCN also employed the idea that urban areas are complex systems, in which
triggers affect the adaptive mechanisms that lead toward or away from
sustainability.<span style="mso-spacerun: yes;"> </span>Finally, the RCN
employed the interactions between water resources and energy resources to
understand important trade-offs that can affect the ability of cities to
transition to sustainability. </span></div>
<span style="mso-bookmark: _GoBack;"></span>
<div class="separator" style="clear: both; text-align: center;">
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<div class="separator" style="clear: both; text-align: center;">
<br /></div>
<h2 class="MsoNormal" style="line-height: 150%;">
Broader Impacts</h2>
<div class="MsoNormal" style="line-height: 150%;">
Several specific outcomes
illustrate the practical success of this RCN.<span style="mso-spacerun: yes;">
</span>One is its serving as a seed bed for the Urban Resilience to Extremes
Sustainability Research Network (UREx SRN). <span style="mso-spacerun: yes;"> </span>This multi-institutional program of research
and application, headquartered at Arizona State University, uses several of the
conceptual advances generated by our RCN as the stimulus for new data
collection.<span style="mso-spacerun: yes;"> </span><span style="mso-spacerun: yes;"> </span>A second major project that emerged from this
RCN was funded by Future Earth to investigate sustainability from the
perspective of urban phosphorus dynamics.<span style="mso-spacerun: yes;">
</span>Phosphorus is a significant limiting nutrient in ecosystems and a can be
a serious pollutant of surface waters.<span style="mso-spacerun: yes;"> </span>A
third outcome is cementing interactions with the Research Center for
Eco-Environmental Sciences of the Chinese Academy of Sciences, to help develop
sustainability research in the context of the rapid urbanization now underway
in China and elsewhere in developing countries.<span style="mso-spacerun: yes;">
</span>Interchanges with Network members in South Africa and in Latin America
ensure that the insights and needs of very different kinds of urban change have
been accounted for in our concepts and in our communication with urban design,
planning, and management practitioners.<span style="mso-spacerun: yes;">
</span>An additional important outcome of the RCN was better linking
engineering and urban design perspectives with the important biological basis
of sustainability in urban systems.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
The RCN trained several students
and early career scientists.<span style="mso-spacerun: yes;"> </span>A
total of 20 post-doctoral associates participated as full members of the
RCN.<span style="mso-spacerun: yes;"> </span>The RCN
employed Post-doctoral associate Meredith Garten for 2.5 years. She is now a
faculty member at Ohio University.<span style="mso-spacerun: yes;"> </span>Chris Sanchez, Laboratory Manager
for PI Childers, assisted with logistics for the RCN after Dr. Gartin’s
departure; he is now a doctoral student at Arizona State University.<span style="mso-spacerun: yes;"> </span>Nicholas Weller, also a doctoral student with
Childers, won an NSF EASPI grant to assist with field work on the urban
sustainability pilot project funded by the CAS in Beijing in Summer 2016.<span style="mso-spacerun: yes;"> </span>The interactions with many sustainability practitioners
are ongoing.<span style="mso-spacerun: yes;"> </span>So the network established
by this RCN project, continues to advance the conceptual understanding and
pathways for application of sustainability.</div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<h2 class="MsoNormal" style="line-height: 150%;">
Publications</h2>
<div class="MsoNormal" style="line-height: 150%;">
Some of the key or recent publications
produced by the members and working groups of the RCN are these:</div>
<h3 class="MsoNormal">
Books</h3>
<div class="MsoNormal">
Grove, M., M.L. Cadenasso, S.T.A. Pickett, G. Machlis, and
W.R. Burch, Jr (2015). The Baltimore School of Urban Ecology: Space, Scale, and
Time for the Study of Cities<span style="mso-spacerun: yes;"> </span>Yale
University Press.<span style="mso-spacerun: yes;"> </span>New Haven.<span style="mso-spacerun: yes;"> </span>ISBN: 978-0-300-10113-3</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steiner, F. R., G. F. Thompson, and A. Carbonell, editors.
(2016). Nature and cities: the ecological imperative in urban design and
planning<span style="mso-spacerun: yes;"> </span>The Lincoln Institute of Land
Policy.<span style="mso-spacerun: yes;"> </span>Cambridge, MA.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<h3 class="MsoNormal">
Book Chapters</h3>
<div class="MsoNormal">
Cadenasso, M.L. and S.T.A. Pickett (2018). Situating
sustainability from an ecological science perspective: Ecosystem services,
resilience, and environmental justice. Situating Sustainability:
Sciences/Humanities/Societies, Scales and Social Justice.<span style="mso-spacerun: yes;"> </span>Sze, Julie, Editor.<span style="mso-spacerun: yes;"> </span>New York University Press.<span style="mso-spacerun: yes;"> </span>New York.<span style="mso-spacerun: yes;">
</span>ISBN: 9781479870349, in press.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
McPhearson, T. and K. Wijsman (2017). Transitioning complex
urban systems: The importance of urban ecology for sustainability in New York
City. P 65, in Urban Sustainability Transitions<span style="mso-spacerun: yes;">
</span>Frantzeskaki, N, V. Castan Broto, L Coenen, and D. Loorbach.<span style="mso-spacerun: yes;"> </span>Springer.<span style="mso-spacerun: yes;">
</span>New York.<span style="mso-spacerun: yes;"> </span>ISBN:
978-1-315-22838-9.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steiner, F.R. (2016). Preface/Vorwort. Energy x Change: Mu<span style="font-family: "Arial","sans-serif";">̈</span><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-bidi-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">nchen und Austin: regionale Zentren nachhaltig</span>er
Entwicklung/Munich and Austin regional centers of sustainable innovation<span style="mso-spacerun: yes;"> </span>Petra Liedl.<span style="mso-spacerun: yes;">
</span>Beuth Verlag GmbH.<span style="mso-spacerun: yes;"> </span>Berlin.<span style="mso-spacerun: yes;"> </span>pg 8. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steiner, FR, and D Pieranunzi (2016). Sites v2. Ecological
Urbanism Revised ed. Mohsen Mostafari and Gareth Doherty.<span style="mso-spacerun: yes;"> </span>Lars Mu<span style="font-family: "Arial","sans-serif";">̈</span><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-bidi-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">ller Publishers.<span style="mso-spacerun: yes;"> </span>Zu</span><span style="font-family: "Arial","sans-serif";">̈</span><span style="mso-ascii-font-family: "Franklin Gothic Book"; mso-bidi-font-family: "Franklin Gothic Book"; mso-hansi-font-family: "Franklin Gothic Book";">rich.<span style="mso-spacerun: yes;"> </span>pg. 514. </span></div>
<div class="MsoNormal">
<br /></div>
<h3 class="MsoNormal">
Papers in Journals</h3>
<div class="MsoNormal">
Bois, P, D.L. Childers, T. Corlouer, J. Laurent, A.
Massicot, C. Sanchez, and A. Wanko. (2017). Confirming a plant-mediated
"biological tide" in an aridland constructed treatment wetland.<span style="mso-spacerun: yes;"> </span>Ecosphere. 8 (3),<span style="mso-spacerun: yes;"> </span>e01756. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Bunn, D., B. Büscher, M.L. Cadenasso, D.L. Childers, M.
McHale, S.T.A. Pickett, L. Rivers, L. Swemmer. Golden Wildebeest Days: South
Africa’s Wild Life Economy from Apartheid to Neolibralism.<span style="mso-spacerun: yes;"> </span>Environment and Planning D: Society and Space,
submitted.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Childers, Daniel, M.L. Cadenasso, J.Morgan Grove, Victoria
Marshall, Brian McGrath, S.T.A. Pickett (2015). An Ecology for Cities: A
Transformational Nexus of Design and Ecology to Advance Climate Change
Resilience and Urban Sustainability.<span style="mso-spacerun: yes;">
</span>Sustainability. 7<span style="mso-spacerun: yes;"> </span>3774. DOI:
10.3390/su7043774</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Grimm, N.B., S.T.A. Pickett, R.L. Hale, and M.L. Cadenasso
(2016). Does the Ecological Concept of Disturbance Have Utility in Urban
Social-Ecological-Technological Systems?.<span style="mso-spacerun: yes;">
</span>Ecosystem Health and Sustainability. 3 (1),<span style="mso-spacerun: yes;"> </span>e01255. DOI: 10.1002/ehs2.1255</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Groffman, P.M., M.L. Cadenasso, J. Cavender-Bares, D.L.
Childers, N.B. Grimm, J.M. Grove, S.E. Hobbie, L.R. Hutyra, G.D. Jenerette, T.
McPhearson, D.E. Pataki, S.T.A. Pickett, R.V. Pouyat, E. Rosi-Marshall, and
B.L. Ruddell (2017). Moving toward a new urban system science.<span style="mso-spacerun: yes;"> </span>Ecosystems. 20<span style="mso-spacerun: yes;">. </span>DOI: 10.1007/s10021-016-0053-4</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Hersperger, A.M., C Ioja, F. Steiner, and C.A. Tudor.
(2015). Comprehensive consideration of conflicts in the land-use planning
process: a conceptual contribution.<span style="mso-spacerun: yes;">
</span>Carpathian Journal of Earth and Environmental Sciences. 10 (4).<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
McHale, Melissa R., Scott M. Beck, Steward T.A. Pickett,
Daniel L. Childers, Mary L. Cadenasso, Louie Rivers III, Louise Swemmer, Liesel
Ebersohn, Wayne Twine, David Bunn (). Democratization of ecosystem services – A
radically revised framework for assessing nature’s benefits.<span style="mso-spacerun: yes;"> </span>Ecosystem Health and Sustainability, under
revision.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
McHale, Melissa R., Steward TA Pickett, Olga Barbosa, David
N Bunn, Mary L Cadenasso, Dan L Childers, Meredith Gartin, George Hess, David M
Iwaniec, Timon McPhearson, M Nils Peterson, Alexandria K Poole, Louie Rivers
III, Shade T Shutters, and Weiqi Zhou (2015). A New Global Urban Realm:
Complex, Connected, Diffuse, and Diverse Socio-Ecological Systems.<span style="mso-spacerun: yes;"> </span>Sustainability. 7<span style="mso-spacerun: yes;"> </span>5211. DOI: 10.3390/su70566</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
McPhearson, Timon, S.T.A. Pickett, N. Grimm, J. Niemelä, M.
Alberti, T. Elmqvist, C. Weber, J. Breuste, D. Haase, and S. Qureshi (2016).
Advancing Urban Ecology Towards a Science of Cities.<span style="mso-spacerun: yes;"> </span>BioScience.<span style="mso-spacerun: yes;">
</span>DOI: 10.1093/biosci/biw002</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Metson, G.S., S.M. Powers, R. Hale, J. Sayles, G. Oberg,
G.K, MacDonald, Y. Yuwayyama, N. Springer, A. Weatherley, K. Hondula, K. Jones,
R.B. Chowdhury, A.H.W. Beusen, A.F. Bouwman. Socio-environmental assessment of
phosphorus flows in the urban sanitation shain of diverse cities.<span style="mso-spacerun: yes;"> </span>Regional Environmental Change, under review</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Muñoz-Erickson, T.A., C. Miller, and T. Miller. (2017). How
cities think: knowledge co-production for urban sustainability and
resilience.<span style="mso-spacerun: yes;"> </span>Forests. 8 (6) DOI:
10.3390/f8060203</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Muñoz-Erickson, T.A., Lindsay K. Campbell, Daniel L.
Childers, J. Morgan Grove, David M. Iwaniec, Steward T. A. Pickett, Michele
Romolini, Erika S. Svendsen. (2016). Demystifying governance and its role in
transitions in urban social-ecological systems.<span style="mso-spacerun: yes;">
</span>Ecosphere. 7 (11),<span style="mso-spacerun: yes;"> </span>e01564. DOI:
10.1002/ecs2.1564</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Pickett, S.T.A. and Weiqi Zhou (2015). Global Urbanization
as a Shifting Context for Applying Ecological Science toward the Sustainable
City.<span style="mso-spacerun: yes;"> </span>Ecosystem Health and
Sustainability. 1<span style="mso-spacerun: yes;"> </span>art5. DOI:
10.1890/EHS14-0014.1</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Pickett, S.T.A., M.L. Cadenasso, Emma J. Rosi-Marshall,
Kenneth T. Belt, Peter M. Groffman, J. Morgan Grove, Elena G. Irwin, Sujay S.
Kaushal, Shannon L. LaDeau, Charles H. Nilon, Christopher M. Swan, Paige S.
Warren. (2017). Dynamic Heterogeneity: A Framework to Promote Integration and
Hypothesis Generation in Urban Systems..<span style="mso-spacerun: yes;">
</span>Urban Ecosystems. 20 (1), DOI: 10.1007/s11252-016-0574-9</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Pickett, S.T.A., M.L. Cadenasso (2017). How many principles
of urban ecology are there?<span style="mso-spacerun: yes;"> </span>Landscape
Ecology.<span style="mso-spacerun: yes;"> </span>DOI: 10.1007/s10980-017-0492-0</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Pickett, S.T.A., M.L. Cadenasso, Daniel Childers, Mark
McDonnell, Weiqi Zhou (2016). Evolution and future of urban ecological science:
Ecology in, of, and for the city.<span style="mso-spacerun: yes;">
</span>Ecosystem Health and Sustainability.<span style="mso-spacerun: yes;">
</span>DOI: 10.1002/ehs2.1229</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Pieranunzi, D., F.R. Steiner, and S. Rieff (2017). Advancing
green infrastructure and ecosystem services through SITES.<span style="mso-spacerun: yes;"> </span>Landscape Architecture Frontiers. 5 (1), 22. DOI:
10.15302/J-LAF-20170103</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Romolini, M., R.P. Bixler, and J.M. Grove. (2016). A
social-ecological framework for urban strewarship network research to promote
sustainable and resilient cities.<span style="mso-spacerun: yes;"> </span>Sustainability.
8:956. DOI: 10.3390/su8090956</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Sanchez, CA; Childers, DL; Turnbull, L; Upham, RF; Weller, N
(2016). Aridland constructed treatment wetlands II: Plant mediation of surface
hydrology enhances nitrogen removal.<span style="mso-spacerun: yes;">
</span>Ecological Engineering. 97<span style="mso-spacerun: yes;"> </span>658. DOI:
10.1016/j.ecoleng.2016.01.002</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Shutters, S.T. (2016). Interdependent Preferences and
Prospects for Global Sustainability.<span style="mso-spacerun: yes;">
</span>International Journal of Sustainability Policy and Practice. 12
(3),<span style="mso-spacerun: yes;"> </span>DOI: 10.18848/2325-1166/CGP</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steiner, F.R. (2016). Opportunities for Urban Ecology in
Community and Regional Planning.<span style="mso-spacerun: yes;"> </span>Journal
of Urban Ecology. 2 (1), DOI: 10.1093/jue/juv004</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steiner, F.R. (2016). The application of ecological
knowledge requires a pursuit of wisdom.<span style="mso-spacerun: yes;">
</span>Landscape and Urban Planning. 155:108. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Steiner, FR, AW Shearer (2016). Geodesign-Changing the
World, Changing Design.<span style="mso-spacerun: yes;"> </span>Landscape and
Urban Planning. 156:1. </div>
<span style="font-family: "Franklin Gothic Book","sans-serif"; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: EN-US; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: "Franklin Gothic Book"; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;"> </span><br />
<span style="font-family: "Franklin Gothic Book","sans-serif"; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: EN-US; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: "Franklin Gothic Book"; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Zhou, Weiqi, S.T.A.
Pickett, and M.L. Cadenasso (2017). Shifting concepts of urban spatial
heterogeneity and their implications for sustainability.<span style="mso-spacerun: yes;"> </span>Landscape Ecology. 32 (1),<span style="mso-spacerun: yes;"> </span>DOI: 10.1007/s10980-016-0432-4</span><br />
<br />
<span style="font-family: "Franklin Gothic Book","sans-serif"; font-size: 11.0pt; line-height: 115%; mso-ansi-language: EN-US; mso-ascii-theme-font: minor-latin; mso-bidi-font-family: "Times New Roman"; mso-bidi-language: EN-US; mso-bidi-theme-font: minor-bidi; mso-fareast-font-family: "Franklin Gothic Book"; mso-fareast-language: EN-US; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin;">Steward T.A. Pickett, Director Emeritus </span><br />
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-52164716137579309142017-10-19T17:21:00.001-04:002017-10-19T17:21:46.307-04:00What Is a[n Urban] Watershed?<!--[if gte mso 9]><xml>
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<h1>
Watershed are urban features</h1>
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<tr><td class="tr-caption" style="text-align: center;">Watersheds in Baltimore </td><td class="tr-caption" style="text-align: center;"></td><td class="tr-caption" style="text-align: center;"></td><td class="tr-caption" style="text-align: center;"><br /></td></tr>
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<div class="MsoNormal">
Watersheds are important parts of both wild and civilized places.<span style="mso-spacerun: yes;"> </span>In both city and countryside, watersheds express
the flow of water, with its power to connect places, its ability to accumulate
and move chemicals and materials, its capacity to support rich biological
activity, and its power to nourish human life.<span style="mso-spacerun: yes;">
</span>Watersheds are a fundamental part of all ecosystems and habitats.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
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<h1>
What do watersheds do?</h1>
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Watersheds are areas that collect water by surface flow and in
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wetland, or outlet to a larger stream.<span style="mso-spacerun: yes;">
</span>Urbanization alters the structure of watersheds in cities and suburbs, speeding
up the rate of water flow and often depressing the biological, physical, and
chemical quality of water.<span style="mso-spacerun: yes;"> </span>Because those
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that people draw from nature, and for people's health, safety, and quality of
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<h1>
Urban watersheds are mostly invisible now</h1>
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Because streams have often been buried in pipes, encased in hard
channels by steep stone or concrete walls, or hidden under streets and
buildings, streams may be virtually invisible in cities and suburbs.<span style="mso-spacerun: yes;"> </span>Small streams may have been buried or
rerouted due to reshaping slopes, constructing buildings, or laying out
roads.<span style="mso-spacerun: yes;"> </span>Even some larger streams may have
become "lost," obscured behind factories or on the neglected fringes
of parking lots, or hidden in tunnels and culverts. <span style="mso-spacerun: yes;"> </span>Without the everyday evidence of streams, city
dwellers and suburbanites may be unaware of the watersheds where they live,
work, and play.<span style="mso-spacerun: yes;"> </span>This means that they
also do not know about the benefits and risks associated with the flows of
water in their cities and suburbs.</div>
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<tr><td class="tr-caption" style="text-align: center;">Baltimore City streams in 1943 (left) and 1999 (right)</td></tr>
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<h1>
Urban watersheds are constantly modified</h1>
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Even though most people may not know about their urban
watersheds, the ongoing construction and reshaping of cities and suburban areas
modifies urban watersheds.<span style="mso-spacerun: yes;"> </span>It is
important to be aware of how urban watersheds have been modified over time by
urban growth and change.<span style="mso-spacerun: yes;"> </span>Historical
maps, photographs, and drawings expose the invisible watersheds of our urban
areas.</div>
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<br /></div>
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Many of the alterations to urban watersheds have disconnected
the natural flows of water, or have impaired the biological cleaning functions of
streams and their floodplains.<span style="mso-spacerun: yes;"> </span>The hard
walls of stone or concrete-lined channels disconnect the streamside soil from
the moisture required to reduce pollution.<span style="mso-spacerun: yes;">
</span>The large flows of stormwater from paved surfaces and roofs erodes urban
streams deep into their floodplains, stranding the floodplains high above the
watertable and dries them out.<span style="mso-spacerun: yes;"> </span>These
changes compromise the ability of watersheds to support plants and animals,
reduce their ability to store organic matter in the soil, and impair the
ability to reduce excessive levels of some urban stream pollutants.<span style="mso-spacerun: yes;"> </span>The awareness that urban and suburban
watersheds experience disconnections between upstream and downstream areas, and
disconnections between the streams and their banks, is key to improving the
health of those watersheds and restoring the benefits they can provide to
people.</div>
<br />
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<h1>
Regaining awareness of urban watersheds</h1>
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Urban residents and those who design and manage cities and
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Once people become aware of watersheds as a part of their
local sense of place, or through the need to manage and improve watershed and
stream function, knowledge becomes a crucial tool.<span style="mso-spacerun: yes;"> </span>Knowledge requires data. <span style="mso-spacerun: yes;"> </span>Careful observations along a whole stream
length, well documented notes of stream and watershed status, repeated
photographs at set locations, and scientific measurements are all examples of
knowledge following from awareness.<span style="mso-spacerun: yes;"> </span>In
particular, measures of the amount of water flowing in a watershed, its
biological and chemical quality, and the health of organisms that inhabit or
use the streams are important contributions to knowledge about watersheds.<span style="mso-spacerun: yes;"> </span></div>
<h1>
What does knowledge contribute to urban watersheds?</h1>
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="float: right; margin-left: 1em; text-align: right;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgWvi_ogPP9wYrRl32vJ1YNgjYS4KP1pLhFmp3b-T7Wq7-kvT9kC-NMSSg7MEgJ45PwVQWLbWt4Acaho2rixqyPmNI7Sekq51xadHOJjaejp7X7m6L0Wz37LHMUJ3uE6B2ha0SlIHiI9Ggw/s1600/Nitrate+1998+2014+GFW.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="960" height="300" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgWvi_ogPP9wYrRl32vJ1YNgjYS4KP1pLhFmp3b-T7Wq7-kvT9kC-NMSSg7MEgJ45PwVQWLbWt4Acaho2rixqyPmNI7Sekq51xadHOJjaejp7X7m6L0Wz37LHMUJ3uE6B2ha0SlIHiI9Ggw/s400/Nitrate+1998+2014+GFW.jpg" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Nitrate pollution over time in Gwynns Falls, Baltimore</td></tr>
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The knowledge about streams must extend through time because
of ever changing conditions. <span style="mso-spacerun: yes;"> </span>It is
necessary to repeat the measures so that the impact of things like drought versus
wet periods, or changes in land use in the watershed, or changes in water management,
can be documented.<span style="mso-spacerun: yes;"> </span>Of course, this kind
of knowledge, when made available and understandable to residents and managers,
becomes a stimulus for wider and deeper awareness: How is my watershed
doing?<span style="mso-spacerun: yes;"> </span>Is it changing?<span style="mso-spacerun: yes;"> </span>How does it compare with other watersheds in
other cities, or outside of town?<span style="mso-spacerun: yes;"> </span>Sharing
knowledge in understandable terms is crucial to achieving awareness and
supporting community action.<span style="mso-spacerun: yes;"> </span>Knowledge
helps people to "see" urban watersheds again, appreciate the
connections within them, and helps understand how they change.<span style="mso-spacerun: yes;"> </span>Knowledge promotes new levels of awareness.</div>
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</div>
<h1>
How can urban watersheds be reconnected?</h1>
<div class="MsoNormal">
With the combination of awareness and knowledge, people can appreciate
the potential for improving the connections in urban watersheds, and the
ability of those streams and watersheds to do free, useful work for managing
urban water and its benefits to environment and people.<span style="mso-spacerun: yes;"> </span>Awareness can be a tool for improving sense
of place, not only along streams but also throughout entire watersheds.</div>
<h1>
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<tbody>
<tr>
<td></td>
</tr>
</tbody></table>
What can cities, organizations, and communities do?</h1>
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<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjeHyXD1nDnl0hoRWKISEVLxJo1nNCF9Je_Mrau2L16cpkSE1fsBQa49gyZfmn5Pv_MKQmdXeQ2D8DAzo7tw0GNXzTCYNKn_mnC4iE4Un7IQfUMosICSN89qt0jm4dTCKUDGg6oZ-VcHeSr/s1600/Gwynns+Falls+neighborhood+connection+urban+design.jpg" imageanchor="1" style="clear: right; margin-bottom: 1em; margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="960" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjeHyXD1nDnl0hoRWKISEVLxJo1nNCF9Je_Mrau2L16cpkSE1fsBQa49gyZfmn5Pv_MKQmdXeQ2D8DAzo7tw0GNXzTCYNKn_mnC4iE4Un7IQfUMosICSN89qt0jm4dTCKUDGg6oZ-VcHeSr/s320/Gwynns+Falls+neighborhood+connection+urban+design.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Connecting neighborhoods with the Gwynns Falls. </td><td class="tr-caption" style="text-align: center;"><br /></td></tr>
</tbody></table>
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Biologically and socially significant actions may include
the establishment of new flows to compensate for some of the disconnections
city and suburban watersheds have suffered.<span style="mso-spacerun: yes;">
</span>Such reconnection can be achieved by softening the stream margins in
cities and suburbs, by reconnecting communities with their watersheds and
streams, and by making social flows -- benefits, use, and enjoyment of urban
streams and streamside habitats -- more obvious and available to neighborhoods
that may not now have access or social investment in their watershed.</div>
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<br /></div>
<div class="MsoNormal">
In addition to re-connection in urban watersheds, it is
important to slow the normal flow of water throughout urban<span style="mso-spacerun: yes;"> </span>areas.<span style="mso-spacerun: yes;">
</span>Increasing infiltration of water, constructing structures upstream that
absorb and retain water, and reducing the amount of water used in wasteful
irrigation practices are examples of slowing water flow through urban
watersheds.<span style="mso-spacerun: yes;"> </span>Attention to roofs, house
gutters, rain barrels, rain gardens, green roofs and other upstream
interventions can contribute to slowing the flows in urban watersheds. </div>
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<br /></div>
<div class="MsoNormal">
Recognizing that our cities and suburbs still contain watersheds
and that these watersheds present many benefits and opportunities for
connectivity and controlling water flow, is an important tool for design,
planning, management, and social revitalization.<br />
<br />
<h2>
Box 1: Some Practical Actions for Learning About Urban Watersheds </h2>
</div>
<ul>
<li>Map streams, pipes, and boundaries of urban watersheds.</li>
<li>Map loss of original streams.</li>
<li>Conduct tours along watershed length.</li>
<li>Collect data on water flow and quality.</li>
<li>Interpret and share watershed data with residents and decision makers. </li>
<li>Focus on new designs and retrofits that slow the flow of water in urban watersheds.</li>
<li>Engage residents in re-envisioning their watersheds.</li>
<li>Assemble "then and now" photos and drawings of watersheds and streams.</li>
<li>Promote science and art interactions focused on watersheds.</li>
<li>Install are in the watersheds and along streams. </li>
<li>Produce informational markers about urban watersheds.</li>
<li>Involve residents in observations of streams and watersheds over seasons and years.</li>
</ul>
<br />
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</div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-64210168570166576822017-09-24T11:03:00.001-04:002017-09-24T11:03:42.947-04:00Ecology for the city also means with<h2>
Ecology <i>In</i> the City </h2>
The growth of modern urban ecology has been marked by a differentiation among ecology <i>in</i> the city to ecology <i>of</i> the city, to ecology <i>for</i> the city (Childers et al. 2015, Zhou et al. 2017). This scheme is intended to suggest that urban ecological science can be pursued by focusing on ecosystems within cities and suburbs as though they were analogs of familiar ecosystems outside of cities. Under this ecology <i>in</i> approach, ecologists looked for areas that were analogous to familiar ecological habitats outside of cities. Forest stands in parklands, along streams, or in vacant lots are examples. Additional examples are the often neglected wetlands, or meadow-like derelict lots. Ecologists applying this approach were interested in how the urban environment -- usually literally the surroundings -- of such habitats were associated with their structure, function, or difference from the rural or wild analogs. Awareness of the nature of the built environment, and of the human demography and social structures in the surroundings came, over time, to be better understood. Yet, the emphasis was on the biological isolates within cities and suburbs.<br />
<br />
<h2>
Ecology <i>Of</i> the City </h2>
A contrasting view of ecology <i>of</i> the city was articulated to mark the establishment of the two urban Long-Term Ecological Research sites by the U.S. National Science Foundation in 1997. Those projects sought not only to understand the biological isolates, be they whole ecosystems or biological populations in cities, but to conceive entire metropolitan areas as social-ecological systems (Grimm et al. 2000). This conception has been an important integrative tool for urban ecological research and education. It addresses cities, suburbs, and urbanized landscapes (Boone et al. 2014) as complex, adaptive systems that are hybrids of biophysical and social structures and processes (McPhearson et al. 2016). <br />
<br />
Notably, ecology <i>in</i> cities, and ecology <i>of</i> cities must often be pursued simultaneously in urban research. One does not replace the other. Rather, together they constitute important approaches in the toolkit of those interested in the structure, function, design, and management of urban systems, be they neighborhoods or entire urban regions. The practical outcomes listed just above point to a third approach, identified as ecology <i>for</i> the city. (By now it is hopefully clear that I am using the word "city" as shorthand for any and all parts of an urbanized region.)<br />
<br />
<h2>
Ecology <i>For</i> the City </h2>
This third approach of ecology <i>for</i> the city was articulated in 2015 by three ecologists (including Dan Childers, Mary Cadenasso, and myself), a social scientist (J. Morgan Grove), and two urban designers (Victoria Marshall and Brian McGrath). This approach involves the <i>co-production</i> of social-ecological knowledge of a city based on dialog and cooperation among biophysical and social scientists, decision makers, and residents in an urban area. These persons may be part of institutions such as government agencies, civic activist organizations, community groups, and not-for-profit organizations, among others. The preposition <i>for </i>thus refers to the needs, values, perceptions, and goals of all participants. The for does not imply a top down, paternalistic hand from outside the community or inclusive stakeholder group. The ecology <i>for</i> the city implies, and is often stated to involve, a participatory civic process.<br />
<br />
<h2>
For = With </h2>
The bottom line is that <i>for</i> does not mean to, as in an application of social-ecological understanding via a top down, experts-know-best approach. Ecology for the city, as the conduct of social-ecological research in and about the city, and use of the knowledge generated is done <i>with</i> based on respectful dialog among residents, researchers, organizations, and government agents. So whenever you read "ecology <i>for</i> the city" you should also think ecology <i>with the city</i>.<br />
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" style="margin-left: auto; margin-right: auto;" width="400" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Conceptual and practical differences among the in, of, and for the city approaches (Zhou et al. 2017)</td></tr>
</tbody></table>
<br />
<br />
<h3>
Literature Cited </h3>
<div class="csl-bib-body" style="line-height: 2; padding-left: 2em; text-indent: -2em;">
<div class="csl-entry">
Boone, C. G., C. L. Redman, H. Blanco, D. Haase, J. Koch, S. Lwasa, H. Nagendra, S. Pauleit, S. T. A. Pickett, K. C. Seto, and M. Yokohari. 2014. Reconceptualizing land for sustainable urbanity. Pages 313–330 <i>in</i> K. C. Seto and A. Reenberg, editors. Rethinking urban land use in a global era. MIT Press, Cambridge.</div>
<span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=bookitem&rft.atitle=Reconceptualizing%20land%20for%20sustainable%20urbanity&rft.place=Cambridge&rft.publisher=MIT%20Press&rft.aufirst=K.C.&rft.aulast=Seto&rft.au=K.C.%20Seto&rft.au=A.%20Reenberg&rft.au=C.%20G.%20Boone&rft.au=C.%20L.%20Redman&rft.au=H.%20Blanco&rft.au=D.%20Haase&rft.au=J.%20Koch&rft.au=S.%20Lwasa&rft.au=H.%20Nagendra&rft.au=S.%20Pauleit&rft.au=S.T.A.%20Pickett&rft.au=K.C.%20Seto&rft.au=M.%20Yokohari&rft.date=2014&rft.pages=313-330&rft.spage=313&rft.epage=330"></span>
</div>
<br />
<div class="csl-bib-body" style="line-height: 2; padding-left: 2em; text-indent: -2em;">
Childers, D. L., M. L. Cadenasso, J. M. Grove, V. Marshall, B. McGrath, and S. T. A. Pickett. 2015. An Ecology for Cities: A Transformational Nexus of Design and Ecology to Advance Climate Change Resilience and Urban Sustainability. Sustainability 7:3774–3791.
<span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_id=info%3Adoi%2F10.3390%2Fsu7043774&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=An%20Ecology%20for%20Cities%3A%20A%20Transformational%20Nexus%20of%20Design%20and%20Ecology%20to%20Advance%20Climate%20Change%20Resilience%20and%20Urban%20Sustainability&rft.jtitle=Sustainability&rft.stitle=Sustainability&rft.volume=7&rft.issue=4&rft.aufirst=Daniel%20L.&rft.aulast=Childers&rft.au=Daniel%20L.%20Childers&rft.au=Mary%20L.%20Cadenasso&rft.au=J.%20Morgan%20Grove&rft.au=Victoria%20Marshall&rft.au=Brian%20McGrath&rft.au=Steward%20T.%20A.%20Pickett&rft.date=2015-04&rft.pages=3774-3791&rft.spage=3774&rft.epage=3791&rft.issn=2071-1050&rft.language=English"></span> </div>
<div class="csl-bib-body" style="line-height: 2; padding-left: 2em; text-indent: -2em;">
Grimm, N. B., J. M. Grove, S. T. A. Pickett, and C. L. Redman. 2000. Integrated approaches to long-term studies of urban ecological systems. BioScience 50:571–584. </div>
<div class="csl-bib-body" style="line-height: 2; padding-left: 2em; text-indent: -2em;">
</div>
<div class="csl-bib-body" style="line-height: 2; padding-left: 2em; text-indent: -2em;">
</div>
<div class="csl-bib-body" style="line-height: 2; padding-left: 2em; text-indent: -2em;">
<span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_id=info%3Adoi%2F10.1641%2F0006-3568(2000)050%5B0571%3AIATLTO%5D2.0.CO%3B2&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Integrated%20approaches%20to%20long-term%20studies%20of%20urban%20ecological%20systems&rft.jtitle=Bioscience&rft.stitle=Bioscience&rft.volume=50&rft.issue=7&rft.aufirst=N.%20B.&rft.aulast=Grimm&rft.au=N.%20B.%20Grimm&rft.au=J.%20M.%20Grove&rft.au=S.%20T.%20A.%20Pickett&rft.au=C.%20L.%20Redman&rft.date=2000-07&rft.pages=571-584&rft.spage=571&rft.epage=584&rft.issn=0006-3568&rft.language=English"></span>
</div>
<div class="csl-bib-body" style="line-height: 2; padding-left: 2em; text-indent: -2em;">
<div class="csl-entry">
McPhearson, T., S. T. A. Pickett, N. B. Grimm, J. Niemelä, M. Alberti, T. Elmqvist, C. Weber, D. Haase, J. Breuste, and S. Qureshi. 2016. Advancing Urban Ecology toward a Science of Cities. BioScience 66:198–212.
<span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_id=info%3Adoi%2F10.1093%2Fbiosci%2Fbiw002&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Advancing%20Urban%20Ecology%20toward%20a%20Science%20of%20Cities&rft.jtitle=BioScience&rft.stitle=BioScience&rft.volume=66&rft.issue=3&rft.aufirst=Timon&rft.aulast=McPhearson&rft.au=Timon%20McPhearson&rft.au=Steward%20T.%20A.%20Pickett&rft.au=Nancy%20B.%20Grimm&rft.au=Jari%20Niemel%C3%A4&rft.au=Marina%20Alberti&rft.au=Thomas%20Elmqvist&rft.au=Christiane%20Weber&rft.au=Dagmar%20Haase&rft.au=J%C3%BCrgen%20Breuste&rft.au=Salman%20Qureshi&rft.date=2016-03-01&rft.pages=198-212&rft.spage=198&rft.epage=212&rft.issn=0006-3568"></span>
</div>
<div class="csl-entry">
Zhou, W., S. T. A. Pickett, and M. L. Cadenasso. 2017. Shifting concepts of urban spatial heterogeneity and their implications for sustainability. Landscape Ecology 32:15–30.</div>
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Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com0tag:blogger.com,1999:blog-4847699255407479690.post-31035564842098212322017-06-19T03:11:00.000-04:002017-06-19T03:11:10.029-04:00Seeking Nuance in the Human Ecosystem: Built Versus Constructed<!--[if gte mso 9]><xml>
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<h3 class="MsoNormal">
Parts of Any Human Ecosystem </h3>
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There are four components of human ecosystems: biological,
physical, social, and built.<span style="mso-spacerun: yes;"> </span>They are
all necessary categories for human ecosystems, by definition.<span style="mso-spacerun: yes;"> </span>The one-word label for each is a convenient
shorthand that cannot instantly convey all the richness embodied in each
one.<span style="mso-spacerun: yes;"> </span>
</div>
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<br /></div>
<h3 class="MsoNormal">
The Parts have Parts </h3>
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Take "social," for example.<span style="mso-spacerun: yes;"> </span>The comprehensive nature of the human
ecosystem framework presented by Machlis et al. (1997) gives some sense of the
variety of structures, processes, and relationships that are implied by the simple
term "social."<span style="mso-spacerun: yes;"> </span>The familiar
use of social-ecological conceptions in contemporary urban ecology have helped
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<br /></div>
<h3 class="MsoNormal">
What Parts Exist in the Built Component? </h3>
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Where subtlety may be missed in urban ecology is in what is
commonly labeled the built component.<span style="mso-spacerun: yes;"> </span>To
help expose some of that richness, perhaps "constructed" could be
used to refer to the "fourth component" of urban ecosystems. </div>
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<br /></div>
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Why might an alternative term be useful for the built
realm?<span style="mso-spacerun: yes;"> </span>Unfortunately "built" may
make non-specialists think of buildings or edifices.<span style="mso-spacerun: yes;"> </span>Adding the idea of infrastructure helps, of
course, since that term traditionally points to the connective tissue that
people also build.<span style="mso-spacerun: yes;"> </span>Wires, pipes, ditches,
drains, roads, streets, and rails are common features of urban infrastructure. <span style="mso-spacerun: yes;"> </span>Most of these will elicit thoughts of
engineering.</div>
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<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiUIQ6hcWACh6D6bkZWWbdIpTatjAD15HuMbvLwuL7DQreJ5B_rHkvkyqWA6ReK0TjfDqT54_6xGhW-Vvz1uhfhG3aGOG1EG7PU5HSVPeFY9fej4kpnwIp0DqDuoJ-D_hQYBhQTAK2e12hu/s1600/Human+Ecosystem+Rectangles+Constr.gif" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="960" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiUIQ6hcWACh6D6bkZWWbdIpTatjAD15HuMbvLwuL7DQreJ5B_rHkvkyqWA6ReK0TjfDqT54_6xGhW-Vvz1uhfhG3aGOG1EG7PU5HSVPeFY9fej4kpnwIp0DqDuoJ-D_hQYBhQTAK2e12hu/s320/Human+Ecosystem+Rectangles+Constr.gif" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Human ecosystem model template, with linkages and specialized disciplines. Environmental components are described as either physical or constructed, to emphasize the extensive range of activities and artifacts that humans create in urban areas.</td></tr>
</tbody></table>
<div class="MsoNormal">
But even extending the focus to built infrastructure may
allow people to miss important material parts of ecosystems that humans design,
shape, or unintentionally modify.<span style="mso-spacerun: yes;"> </span>The
surface of urban land may be purposefully modified for many reasons.<span style="mso-spacerun: yes;"> </span>Landforms may be shaped to alter water flow
or to improve the view. Low places are filled to provide more space for
buildings and roads, and grading is a common part of highway and railroad
construction.<span style="mso-spacerun: yes;"> </span>Cuts through hills and
mountains also are a part of the constructed environment, as are borrow
pits.<span style="mso-spacerun: yes;"> </span>The soil and subsoil excavated for
cellars, and the masses of materials removed in making the deep basements of
high rises, cisterns, tunnels, and subways are deposited elsewhere.<span style="mso-spacerun: yes;"> </span>Often the receiving sites are (former)
wetlands, or coastal margins.<span style="mso-spacerun: yes;"> </span>In some
urban situations, topsoil or turf is imported and installed over sterile or
compacted fill.</div>
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<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgPmNviClyv8yOjzB-HrNqjpOskyDsd4ZtGfavgJhOu1VGYhnA57kSdL1GwvMbq8rBCl57lMQavPLewJUzCmL6tUUmDTIZCarIFMEpT9s2OKGCyU6tCncAPkhUkLhRaUmJ44t7zJ4KZt7cD/s1600/balt+1935+w+original+shore.gif" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1365" data-original-width="1600" height="272" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgPmNviClyv8yOjzB-HrNqjpOskyDsd4ZtGfavgJhOu1VGYhnA57kSdL1GwvMbq8rBCl57lMQavPLewJUzCmL6tUUmDTIZCarIFMEpT9s2OKGCyU6tCncAPkhUkLhRaUmJ44t7zJ4KZt7cD/s320/balt+1935+w+original+shore.gif" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Baltimore in 1935, constructed shoreline in gray shading</td></tr>
</tbody></table>
<h3 class="MsoNormal">
Not Missing the Construction For the Buildings.</h3>
<div class="MsoNormal">
Some of these activities and artifacts may be missed if one
uses the term built and too easily sees only edifices.<span style="mso-spacerun: yes;"> </span>Even buildings may hide infrastructure or
flows from view.<span style="mso-spacerun: yes;"> </span>For example, when one
looks at a block of handsome Baltimore rowhouses from the 19th century, the housing
residents is the obvious use.<span style="mso-spacerun: yes;"> </span>But the
rowhouses are also part of a unified system of stormwater management.<span style="mso-spacerun: yes;"> </span>The roofs slope gently to the rear of the
house, where gutters and downspouts convey the rainfall to the back yards, and
thence to the alleys behind the houses.<span style="mso-spacerun: yes;">
</span>The alleys, with their central gutters, convey the stormwater to the
streets, and in the streets, the water was guided by the curbs into storm drains.<span style="mso-spacerun: yes;"> </span>So buildings, whose principal intention was
shelter (and social significance -- but that's another story) also participate
in a larger system of construction with the goal of water management.</div>
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While we are thinking about constructed systems for
stormwater management, it is worth pointing out that the 18th century
stormwater system involving houses was different in some ways from the 19th
century pattern noted above, and the current "on site" components of
stormwater management are different still, with their rain barrels,
disconnected downspouts, rain gardens, detention basins, and other water-sensitive
design strategies that characterize more recent developments or retrofits.</div>
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<h3 class="MsoNormal">
Complexity in the Built - Seeing Construction. </h3>
<div class="MsoNormal">
The upshot of all this complexity is that the term
constructed may be a more evocative term to use as the label for one of the
main components of the human ecosystem.<span style="mso-spacerun: yes;">
</span>Each of the four components will suggest its own contributing structures
and processes, just as the human ecosystem does so well for the constituent social
systems, social-economic resources, and cultural resources. <span style="mso-spacerun: yes;"> </span>Substituting the term "constructed"
for the term "built" may on the surface seem unnecessary, but the substitute
term has value in immediately pointing to a broader array of activities and
artifacts than the making of edifices.<span style="mso-spacerun: yes;"> </span>The
alternative term helps expose equal detail in all four of the components of
urban ecosystems, not just the ones that are familiar to biologists or to
social scientists.</div>
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<br /></div>
<h3 class="MsoNormal">
Background Literature:</h3>
<br />
<div class="csl-bib-body" style="line-height: 2; padding-left: 2em; text-indent: -2em;">
Cadenasso, M. L., S. T. A. Pickett, and J. M. Grove. 2006. Integrative approaches to investigating human-natural systems: the Baltimore ecosystem study. Natures Sciences Societes 14:4–14.
<span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Integrative%20approaches%20to%20investigating%20human-natural%20systems%3A%20the%20Baltimore%20ecosystem%20study&rft.jtitle=Natures%20Sciences%20Societes&rft.volume=14&rft.aufirst=M.L.&rft.aulast=Cadenasso&rft.au=M.L.%20Cadenasso&rft.au=S.T.A.%20Pickett&rft.au=J.M.%20Grove&rft.date=2006&rft.pages=4-14&rft.spage=4&rft.epage=14"></span>
<div class="csl-entry">
</div>
<div class="csl-entry">
Machlis, G. E., J. E. Force, and W. R. Burch. 1997. The human ecosystem 1. The human ecosystem as an organizing concept in ecosystem management. Society & Natural Resources 10:347–367.</div>
<span class="Z3988" title="url_ver=Z39.88-2004&ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fzotero.org%3A2&rft_id=info%3Adoi%2F10.1080%2F08941929709381034&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The%20human%20ecosystem%201.%20The%20human%20ecosystem%20as%20an%20organizing%20concept%20in%20ecosystem%20management&rft.jtitle=Society%20%26%20Natural%20Resources&rft.stitle=Soc.%20Nat.%20Resour.&rft.volume=10&rft.issue=4&rft.aufirst=G.%20E.&rft.aulast=Machlis&rft.au=G.%20E.%20Machlis&rft.au=J.%20E.%20Force&rft.au=W.%20R.%20Burch&rft.date=1997-08&rft.pages=347-367&rft.spage=347&rft.epage=367&rft.issn=0894-1920&rft.language=English"></span>
</div>
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<br /></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-23720881049598581882017-05-25T13:06:00.000-04:002017-05-25T13:06:16.596-04:00Diversity and Synthesis<div class="MsoNormal">
Dear BES Community,</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The April Quarterly meeting was a dynamic, interactive day. We were happy to see new faces from graduate students to visiting scientists and hear their voices in the discussion. The activities of the day offered those of us that have been involved in the project the opportunity to consider it from a different perspective and to challenge our own comfortable assumptions. We are anticipating an outcomes report with recommendations from the Diversity Committee by the end of June and a new draft of the Diversity Plan in a similar timeframe.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Next week’s topic for the June Quarterly research meeting is Synthesis. We will examine synthesis tools such as HERCULES and others, examples of BES synthesis past and present as well as examples from the Central Arizona-Phoenix (CAP) LTER study. We will introduce the new BES Synthesis Questions and provide a brief overview of each integrative focal question. This introduction will be followed by a participatory session where the entire group will brainstorm answers to the questions below for each of the three focal areas:</div>
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<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .5in; margin-right: 0in; margin-top: 0in;">
1. What is the current state of synthesis?</div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .5in; margin-right: 0in; margin-top: 0in;">
2. What are the immediate and 5-year synthesis goals?</div>
<div class="MsoNormal" style="line-height: normal; margin-bottom: .0001pt; margin-bottom: 0in; margin-left: .5in; margin-right: 0in; margin-top: 0in;">
3. What data are available or needed?</div>
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4. What modeling approaches are warranted?</div>
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<br /></div>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
The important work that takes place in these meetings supports our revisions to the Renewal Proposal and strengthens the project in all areas including collaboration and integration. If you do attend the Quarterly meetings – thank you. If you haven’t been to one lately or at all – please join us. Your point of view is important in our research community.</div>
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<br /></div>
<div class="MsoNormal" style="margin-bottom: .0001pt; margin-bottom: 0in;">
And please remember - include our handle (@BESlter) when you are tweeting about BES-related publications, field work, or other BES news.</div>
<br />
<div class="MsoNormal">
<br />Thank you,<br />Emma</div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-72429895732544231842017-05-12T12:18:00.000-04:002017-05-12T12:25:11.428-04:00The MetaCity: Baltimore's Transportable Idea in Thailand<!--[if gte mso 9]><xml>
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<br />
<div class="MsoNormal">
I hope I will be forgiven for calling the MetaCity a
Baltimore idea, at least in part.<span style="mso-spacerun: yes;"> </span>Architect
and leader of the BES Urban Design Working Group, Brian McGrath is the senior
parent of the idea of the MetaCity.<span style="mso-spacerun: yes;"> </span>The co-parent
of the idea is architect and architectural historian Grahame Shane, famous for
his ideas of recombinant urbanism (among others).<span style="mso-spacerun: yes;"> </span>Maybe I'm an uncle.<span style="mso-spacerun: yes;"> </span>At any rate, I have to admit a close
relationship to this offspring idea, and admitting that will leave the reader unsurprised
that I think it is an important contribution to the emerging theory of urban
systems.<span style="mso-spacerun: yes;"> </span>It is certainly an important
feature of contemporary urban ecological science, and can serve as a useful
link with other disciplines struggling to firm up urban theory for the 21st
century.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This essay is stimulated by two recent papers by
McGrath.<span style="mso-spacerun: yes;"> </span>One is called "Collecting
and Disseminating Knowledge on the Architecture of the Metacity" (McGrath
2016), and the other is called "The Architecture of the Metacity: Land Use
Change, Patch Dynamics and Urban Form in Chiang Mai, Thailand" (McGrath et
al. 2017). <span style="mso-spacerun: yes;"> </span>I was fascinated by these two
papers for several reasons.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
First, they provide a good description of the metacity idea,
where it came from, how it differs from other currently circulating
perspectives on extensive urban systems, and what it means for the connection
between ecological science and the theory and practice of urban design (which
is inclusive of planing, architecture, and landscape architecture).<span style="mso-spacerun: yes;"> </span>Second, the papers suggest that the metacity
idea applies well beyond Baltimore, where at least some of its roots extend
deeply.</div>
<div class="separator" style="clear: both; text-align: center;">
</div>
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjP9PPyV7fOg9CWPdMk65nXNnwt-79ihsCIjCYi0NOARRudm0FlOXuOo2oUAtEZ8C2an1w-5WpQsfajfnsCQ3-1j09K6fFLZRlNI_E08uoinhKZ4qi_DxFHoG4gE-hOpA0n9n4Z91gavza/s1600/Chiangmai.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="212" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjP9PPyV7fOg9CWPdMk65nXNnwt-79ihsCIjCYi0NOARRudm0FlOXuOo2oUAtEZ8C2an1w-5WpQsfajfnsCQ3-1j09K6fFLZRlNI_E08uoinhKZ4qi_DxFHoG4gE-hOpA0n9n4Z91gavza/s320/Chiangmai.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Chiang Mai City (Wikimedia Commons)</td></tr>
</tbody></table>
<div class="separator" style="clear: both; text-align: center;">
</div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Description.<span style="mso-spacerun: yes;"> </span></h2>
<div class="MsoNormal">
The term metacity (prounounced with more or less equal
emphasis on both syllables) was first used by the United Nations as a marker of
size.<span style="mso-spacerun: yes;"> </span>The prefix was used to describe
cities larger than megacities. But that seemed to McGrath (and me) a waste of a
powerful term.<span style="mso-spacerun: yes;"> </span>Meta in ecology refers to
a process or phenomenon that abstracts or stands beyond some other concrete or
localized one.<span style="mso-spacerun: yes;"> </span>For example, a
metapopulation is a spatially distributed aggregation of individual populations
each of which is undergoing its own dynamics, and which are differentially
connected by migration or flow of genes with other populations in the
aggregation.<span style="mso-spacerun: yes;"> </span>The term meta, derived from
a Greek preposition, has lots of other meanings, but the sense of beyond or
above is the one that is relevant here.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
A metacity is thus a level of aggregation above that of
individual urban or urbanized settlements, and which suggests that the
different nodes in the aggregate are spatially distributed and differentially
connected with each other by flows of people, goods and services, economic
resources, information, waste procucts, and so on.<span style="mso-spacerun: yes;"> </span>McGrath and Shane (2012) emphasize that the
metacity involves electronic and hand held media, which makes connectivity much
more rapid, individualized, and flexible than the kinds of connectivities that
fueled modernism since the eras of Gutenberg, the Dutch East India Company,
Marconi, and Alexander Graham Bell.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The metacity concept is not restricted to any particular
spatial scale.<span style="mso-spacerun: yes;"> </span>Aggregations of
differentially dynamic and differentially connected settlements can exist
within a county, a nation, or at global scales. It is pattern, connection, and
dynamics that are key to the concept, not a set size.<span style="mso-spacerun: yes;"> </span>McGrath et al. (2017: 53) emphsize that the
metacity is "a new urban form." </div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Distinctiveness</h2>
<div class="MsoNormal">
The metacity brings together several themes that have been
emerging over many years to summarize the changing nature of urban processes
and urban forms.<span style="mso-spacerun: yes;"> </span>Earlier terms, such as metropolis
and megalopolis have embodied specific assumptions. Metropolis, for example,
suggests colonial or regional control by a large core city.<span style="mso-spacerun: yes;"> </span>Megalopolis as originally coined referred to
a linearly array of regionally significant metropolises, powered by coal and
steam, and connected by rail and wire.<span style="mso-spacerun: yes;">
</span>Even the familiar term "urbanization" carries assumptions of a
set temporal sequence of development from economies based on managing the
resources of a nearby hinterland, through trade across ocean basins, through
industrial productivity and connectivity.<span style="mso-spacerun: yes;">
</span>Such a sequence is implied in the term "post-industrial," for
example.<span style="mso-spacerun: yes;"> </span>The metacity concept, although
it is manifestly a dynamic one, does not assume a single or even predominant
historical sequence of urban development.<span style="mso-spacerun: yes;">
</span>The metacity is a framework that can accommodate the successful
assumptions of a variety of different urban ideologies, histories, and
projections, but is not limited by the erroneous or narrow ones.<span style="mso-spacerun: yes;"> </span>Perhaps McGrath's term
"metaurbanization" is useful for pointing out the distinctive
conceptual contributions of the metacity concept.</div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEia2Us1GWS-saBArBI4KkoEwlA8KzpvZLqV8b8vFEVuSx3U2-5rrJdJ1DW5PNcau4uAGCvZKUDuBak9td5Ku8xqwVa8UGh5PebiLQC073RvHKFxk91ssiwmCLdaYaDXPJsYIpQhKlDYKbD4/s1600/rice-terraces-2224264_960_720.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="212" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEia2Us1GWS-saBArBI4KkoEwlA8KzpvZLqV8b8vFEVuSx3U2-5rrJdJ1DW5PNcau4uAGCvZKUDuBak9td5Ku8xqwVa8UGh5PebiLQC073RvHKFxk91ssiwmCLdaYaDXPJsYIpQhKlDYKbD4/s320/rice-terraces-2224264_960_720.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Rice terraces in Chiang Mai area (Pixaby, public domain)</td></tr>
</tbody></table>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Connecting ecology and urban design</h2>
<div class="MsoNormal">
Contemporary urban ecology has brought the perspective of
ecology <i style="mso-bidi-font-style: normal;">of</i> the city, in contrast to
ecology <i style="mso-bidi-font-style: normal;">in</i> the city to the fore.<span style="mso-spacerun: yes;"> </span>This means that ecological science as an
integrative pursuit linking with social sciences, economics, and other modes of
understanding human agency and concerns, studies entire urban systems, not just
the "green" areas embedded within them.<span style="mso-spacerun: yes;"> </span>That is the meaning of ecology of the city.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Connecting with urban design can also employ a perspective <i style="mso-bidi-font-style: normal;">of</i> rather than <i style="mso-bidi-font-style: normal;">in</i> the city.<span style="mso-spacerun: yes;"> </span>Architecture,
McGrath points out, has focused on specific sites and projects.<span style="mso-spacerun: yes;"> </span>That is, it has been a practice within the
city.<span style="mso-spacerun: yes;"> </span>Following architect Aldo Rossi,
McGrath espouses an architecture <i style="mso-bidi-font-style: normal;">of</i>
the city, meaning that the concerns of architecture and other design fields
must be the larger urban context, not just a particular client's property, or a
gem of "starchitecture" intended to elevate a neglected downtown to
international attention.<span style="mso-spacerun: yes;"> </span>The parallels
in architectural thinking and ecological thinking about the nature of urban
systems and involvement in them is striking.</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The metacity concept demands scientific understanding of the
dynamics of individual patches in urban areas, the differential connectivity
among patches (and indeed with other urban areas and non-urban ecosystems), and
the shifting structure and processes of entire urban mosaics.<span style="mso-spacerun: yes;"> </span>Such information can in turn help understand the
kinds of impacts -- both positive and negative -- that individual designs or
networks of designed urban places can have.<span style="mso-spacerun: yes;">
</span>The concerns of both designers and ecological scientists with the
nature, change, and benefits of spatial heterogeneity or patchiness is a
powerful bridge between the disciplines.</div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhut5HdULqhLXR3eGPtT3smTPIMA7Y3KJQynJVeslfSFNYEG31gdu5E_Bq37CILbY-QPKujCtUwGYNNJvv0hiykG7l5N5kPPy8L3QJiUFcCnKUeWqjp3qwatCj1igzspbrvlHKWkBircsNn/s1600/Short-term-rentals-Chiang-mai-Thaiholidayhome_5.jpeg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhut5HdULqhLXR3eGPtT3smTPIMA7Y3KJQynJVeslfSFNYEG31gdu5E_Bq37CILbY-QPKujCtUwGYNNJvv0hiykG7l5N5kPPy8L3QJiUFcCnKUeWqjp3qwatCj1igzspbrvlHKWkBircsNn/s320/Short-term-rentals-Chiang-mai-Thaiholidayhome_5.jpeg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Rental ad for suburban bungalow in Chiang Mai (Wikimedia)</td></tr>
</tbody></table>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Broad applicability</h2>
<div class="MsoNormal">
McGrath, Sangawongse, Thaitakoo, and Corte (2017) apply the
metacity framework to the Chiang Mai urban area in Thailand.<span style="mso-spacerun: yes;"> </span>The first part of their paper is a
comprehensive overview of the metacity concept.<span style="mso-spacerun: yes;">
</span>The second part indicates how metacity dynamics in the Chiang Mai urban
region has evolved to reflect "the demands of global digital financial
networks and neo-liberal trade policies" while also "grounded in the
ecology and life worlds of particular localities" (p 53).<span style="mso-spacerun: yes;"> </span>Features that show up in their analyses of
land change in the context of the metacity are comprehensive understanding of
the patch array, including "natural," managed, constructed, and
incidental patches; the role of social production of space; and the hybridity
or urban and rural spaces.<span style="mso-spacerun: yes;"> </span>In these
aspects the analysis suggests parallels with the continuum of urbanity (Boone
et al. 2014).<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
The important point here is that the metacity is applicable
to places as disparate as post-industrial Baltimore, MD USA, which exhibits dispersed
dynamics both "shrinking" and growth, and Chiang Mai, Thailand, which
exhibits a trajectory of patchy and complex land change involving local shifts
in livelihood and embedding in global financial networks and regulatory models.<br />
<br />
Steward T.A. Pickett, Director Emeritus </div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Literature Cited</h2>
<div class="MsoNormal">
Boone, C. G., C. L. Redman, H. Blanco, D. Haase, J. Koch, S.
Lwasa, H. Nagendra, S. Pauleit, S. T. A. Pickett, K. C. Seto, and M. Yokohari.
2014. Reconceptualizing land for sustainable urbanity. Pages 313–330 in K. C.
Seto and A. Reenberg, editors. Rethinking urban land use in a global era. MIT
Press, Cambridge.</div>
<div class="MsoNormal">
McGrath, B. 2016. Collecting and Disseminating Knowledge on
the Architecture of the Metacity. Urbanisation 1:13–18. DOI: 10.1177/2455747116640431</div>
<div class="MsoNormal">
McGrath, B., and S. T. A. Pickett. 2011. The Metacity: A
Conceptual Framework for Integrating Ecology and Urban Design. Challenges
2:55–72. <span style="mso-spacerun: yes;"> </span>DOI: 10.3390/challe2040055</div>
<div class="MsoNormal">
McGrath, B., S. Sangawongse, D. Thaitakoo, and M. B. Corte.
2017. The Architecture of the Metacity: Land Use Change, Patch Dynamics and
Urban Form in Chiang Mai, Thailand. Urban Planning 2:53–71. DOI:
10.17645/up.v2i1.869</div>
<div class="MsoNormal">
McGrath, B., and D. G. Shane. 2012. Metropolis, megalopolis
and the metacity. Page in C. G. Crysler, S. Cairns, and H. Heynen, editors. The
Sage handbook of architectural theory. Sage, London.</div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-79907665766008070172017-04-20T13:48:00.001-04:002017-04-20T13:48:52.752-04:00Asphalt: Evolving Urban Boundary Object<!--[if gte mso 9]><xml>
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<br />
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Asphalt.<span style="mso-spacerun: yes;"> </span>What could be more pedestrian, literally
underfoot?<span style="mso-spacerun: yes;"> </span>Or ignored as a dull gray
ribbon somewhere beneath the floorboards as one navigates along city streets,
concentrating on one's destination?<span style="mso-spacerun: yes;"> </span>Or
still more invisibly, as the cladding along the ditches keeping parking lots
and pavement from flooding during rainstorms.</div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
In reality, asphalt is a complex
"boundary object" that points out how cities, suburbs, and exurbs are
intricate social and ecological systems.<span style="mso-spacerun: yes;">
</span>Asphalt as a boundary object links the consideration of social processes
and ecological phenomena across the three-dimensional spatial mosaics of urban
systems.<span style="mso-spacerun: yes;"> </span>Furthermore, as those systems
change, the role of asphalt as a boundary object can change through time as
well.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
A recent paper by BES colleagues
Geoff Buckley, Chris Boone, and Morgan Grove (2016) provides an excellent
example of the changing role a boundary object may play, and it does so by
elevating the virtually ubiquitous and nearly invisible substance of asphalt to
our full attention. I recommend this paper not only for its scholarly rigor,
but for the poetic imagery and narrative power it employs in bringing the roles
and dynamics of asphalt to our attention.<span style="mso-spacerun: yes;">
</span>This post is a teaser for that paper.</div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
Contemporary urban residents would
hardly recognize the streets of cities in the late 19th and early 20th
centuries.<span style="mso-spacerun: yes;"> </span>There was a time when city
streets were paved with bricks, cobblestones, and even wood blocks if they were
paved at all.<span style="mso-spacerun: yes;"> </span>The expense and unstable
footing for horses were points contributing to contentious civic discussion
about these paving materials.<span style="mso-spacerun: yes;"> </span>Buckley
and colleagues show in detail how asphalt rose to primacy among a welter of available
materials, economic considerations, and networks of political influence.<span style="mso-spacerun: yes;"> </span>Asphalt achieved its familiar roles only
after it had been argued for by automobile drivers, bicyclists, and those
concerned with provision of mud-free school playgrounds.<span style="mso-spacerun: yes;"> </span></div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhNESG9NOIWYpdjE842n72zPv-tVCpX7nfTzNbllusRi0qOqNjJSut-JD3VrVbUPGb01jJe4cSgkypmh2PV4XpiU7EzF_NlfMB-pdyzujC7Yeq29GP5tVMDsodoMqceuT_ppcxZnFgefr-I/s1600/DSC_0001.JPG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="214" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhNESG9NOIWYpdjE842n72zPv-tVCpX7nfTzNbllusRi0qOqNjJSut-JD3VrVbUPGb01jJe4cSgkypmh2PV4XpiU7EzF_NlfMB-pdyzujC7Yeq29GP5tVMDsodoMqceuT_ppcxZnFgefr-I/s320/DSC_0001.JPG" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Franklin Square school yard, asphalt partially removed.</td></tr>
</tbody></table>
<div class="MsoNormal" style="line-height: 150%;">
But as a multifaceted boundary
object, the perceptions and actions focusing on asphalt have proven to be
anything but permanent.<span style="mso-spacerun: yes;"> </span>For example, as
cities have shifted from the engineered "sanitary" focus of the last
150 or so years (Melosi 2000) to an emerging sustainability focus by looking
toward a future that is jointly motivated by ecological, social, and economic
integrity (Grove et al. 2016), so has the role of asphalt shifted.<span style="mso-spacerun: yes;"> </span>Now, city policy makers and activists promote
the removal of asphalt from school yards in an effort to reduce stormwater
runoff and lessen the heat island effects around schools. <span style="mso-spacerun: yes;"> </span>So too is asphalt reduced by replacement with
pervious pavement, or by piercing the streetside with bioswales or rain gardens.<span style="mso-spacerun: yes;"> </span>Over the century of the sanitary city and
moving into the desired sustainable city century, asphalt has illustrated an
integrative, but changing role in the social-ecological functioning of urban
areas.</div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
As a boundary object, asphalt
focuses urban social-ecological researchers on the shifting networks of concern
and changing understanding of what constitutes an amenity or disamenity among
urban ecosystem structures.<span style="mso-spacerun: yes;"> </span>The very
factors of imperviousness and availability that led to the widespread adoption of
asphalt ultimately contributed to its disavowal by environmentally conscious
policy makers and by communities and agencies sensitive to social equity.<span style="mso-spacerun: yes;"> </span>Have a look at Buckley et al's (2016) paper
to understand this compelling history and its ecological implications more
fully.</div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
Steward Pickett, Director Emeritus </div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
Literature Cited</div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
Buckley, G. L., C. G. Boone, and J.
Morgan Grove. 2016. The Greening of Baltimore’s Asphalt Schoolyards.
Geographical Review:n/a-n/a. DOI: <span class="article-headermeta-info-data">10.1111/j.1931-0846.2016.12213.x</span></div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
Grove, J. M., D. L. Childers, M.
Galvin, S. Hines, T. Muñoz-Erickson, and E. S. Svendsen. 2016. Linking science
and decision making to promote an ecology for the city: practices and
opportunities. Ecosystem Health and Sustainability 2:n/a-n/a. DOI: <span class="article-headermeta-info-data">10.1002/ehs2.1239</span></div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
<div class="MsoNormal" style="line-height: 150%;">
Melosi, M. V. 2000. The Sanitary
City: Environmental Services in Urban America from Colonial Times to the
Present. University of Pittsburgh Press, Pittsburgh.</div>
<div class="MsoNormal" style="line-height: 150%;">
<br /></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-35733194336487382172017-03-07T11:57:00.000-05:002017-03-07T14:52:30.862-05:00Renewal and DiversityDear BES Community,<br />
<br />
As we begin 2017, we are grateful for the opportunity to clarify our research outlook. We are hard at work developing a new conceptual model, research questions, hypothesis and experimental plan for the 2018 Renewal Proposal. At the January Quarterly meeting, we had some great input from our Hydrology, Biodiversity and Social Science Breakout Groups. Since then, our ideas have been reviewed and insightfully critiqued by an independent Ad Hoc Advisory Committee and the iterative process continues. We look forward to sharing the new conceptual model once it is finalized.<br />
<br />
Long-term Climate data was also discussed at the January meeting with a focus on what is needed for Baltimore disaster and all-hazards planning. Thanks go to Kristin Baja, who presented at our meeting and provided information about the status of the All Hazards Management Plan (AHMP). This plan is updated every five years and looks at historical hazards. We also looked at Regional Climate Trends – John Dillow and Bob Shedlock, Climate Trends Analysis in BES – Ellen Woytowitz, Climate data sources – Bernice Rosenzweig, and NEXRAD rainfall data for spatial and temporal patterns and links to models (Jim Smith, presented by Peter Groffman).<br />
<br />
In February we welcomed a new co-Investigator, Colin Studds, Ph.D., from the Department of Geography and Environmental Systems at UMBC. Colin has plans for investigating mammals and further research on birds in BES to complement our ongoing research on bird dynamics led by Dr. Charles Nilon. <br />
<br />
Looking ahead to our April 26th Quarterly Meeting, we will be exploring ways of increasing diversity in BES. Alan Berkowitz and Bess Caplan have provided the following goals for discussion at our upcoming meeting:<br />
1. Raise awareness within BES community of the importance and challenges of increasing diversity within our community.<br />
2. Help BES make progress towards crafting a visionary and feasible Diversity Plan.<br />
3. Evoke a shared understanding of the roles of diversity in science, and the current landscape of diversity in environmental careers and interventions.<br />
4. Build bridges for collaboration and contribution within BES and between BES and others in the region.<br />
5. Make concrete plans for the future of diversity in BES.<br />
6. Consider producing a short paper about diversity in, of and for BES and the urban social-ecological “workforce.”<br />
We are anticipating a very productive meeting and hope to see you there!<br />
<br />
Finally, we are restructuring our social media strategy and want to share the latest details. We hope that these changes will better serve the BES Community and help to raise the profile of the quality research that our project does every day and year after year. We will be archiving the existing Facebook Group and the Education page (BPESL) at the end of March 2017. There will be one BES Facebook page with more varied content appealing to investigators, educators, and artists alike: <a href="https://www.facebook.com/BESlter/">Baltimore Ecosystem Study - BES</a>. In addition, you can follow us on Twitter <a href="https://twitter.com/BESlter">@BESlter</a>. Follow us, like our page, comment and discuss! We want to hear your thoughts on what’s happening.<br />
<br />
Thank you,<br />
EmmaSteward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com2tag:blogger.com,1999:blog-4847699255407479690.post-44920094980984988192017-01-13T10:09:00.001-05:002017-01-13T10:09:56.407-05:00BES Annual Report 2017: Part 3 - Key Activities for the Year<!--[if gte mso 9]><xml>
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<![endif]-->Major Activities.</h2>
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<span style="font-family: Times,"Times New Roman",serif;">There are a large number of contributors to BES, including senior
scientists, post-doctoral researchers, undergraduates, and even high school
students. Their activities are presented below, divided into the Core Areas for
urban LTER research, and ending with the Core Activity of engagement,
especially through education. Some of the published papers explaining the methods
and approaches, and recent results are cited. These can be found in the
publication list of the BES website here: http://beslter.org/pubs_browser.asp</span><br />
<br />
<span style="font-family: Times,"Times New Roman",serif;">This post is complementary to two earlier ones, focusing on the goals of BES
(https://besdirector.blogspot.com/2017/01/bes-annual-report-2017-part-1-what-have.html),
and the theory motivating our research
(http://besdirector.blogspot.com/2017/01/bes-annual-report-2017-part-2-what-is.html).
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<li class="MsoNormal" style="line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Primary
Production</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">- </span></i><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">BES measures parameters that support
understanding the growth of dominant plants in terrestrial and stream
environments. Woody plant biomass and change over time are assessed via
extensive and intensive sampling. The i-Tree-Eco model is used to quantify
woody plant production every five years based on 195 randomly located
plots </span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">(Nowak et al. 2013)<span style="mso-bidi-font-weight: bold;">. Eight intensively measured permanent plots combine assessment of
vegetation and soil biogeochemistry (Groffman et al. 2006). The RHESSys
model simulates coupled ecosystem primary production, hydrology, and
nutrient cycling (Band et al. 2001; Tague and Band 2004). The primary
production by stream biofilms and the effects of pharmaceutical
contaminants on that production is investigated (Rosi-Marshall et al.
2013).</span></span></li>
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<br /></div>
<ol start="2" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Population
Studies</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">- </span></i><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Population
studies and biodiversity assessments are a component of BES research. The
organisms were chosen to satisfy specific criteria: sentinels for human
health (mosquitoes), invasion of exotics (trees and herbaceous plants,
mosquitoes, aquatic invertebrates), impact of pollutants and contaminants
(aquatic biofilms); transformers of organic matter in soil nutrient cycles
(earthworms); landscape integrators (birds); and predominant structuring
elements (trees). Therefore, populations of birds (Rega et al. 2015), soil
invertebrates, such as earthworms and isopods, are measured in both
long-term and short term studies (Szlavecz et al. 2006, 2011, Pickett et
al. 2011, Parker and Nilon 2012, Parker et al. 2014). Aquatic
invertebrates are quantified in streams and in constructed stormwater
detention ponds (Sokol et al. 2015). Plant populations are assessed in the
195 randomly located i-Tree permanent plots, which are sampled in all land
uses (Nowak 2012). Plant population studies include experiments in vacant
lots and measurements in residential lawns (Johnson et al. 2015), and assessments
of alpha versus beta diversity along gradients of management intensity (Swan
et al. 2015). The populations of introduced disease vectors are measured
relative to their habitat and food web relationships along the urban-rural
gradient and in neighborhoods of contrasting social-demographic
characteristics (LaDeau et al. 2013).</span></li>
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<br /></div>
<ol start="3" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Movement
of Organic Matter</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">- </span></i><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Soil
organic matter is assessed in Baltimore soils, including forests and
lawns. Organic matter dynamics are also included in the studies of streams
ecosystems (Kaushal et al. 2014), including assessment of stream burial which
alters metabolism (Beaulieu et al. 2014). The input and dynamics of
organic matter in streams is examined (Martinez et al. 2014). The effects
of dissolved organic carbon on stream water quality has been examined
(Duan 2014). Intercity comparisons of decomposition include work in
Baltimore (Yesilonis et al. 2014). Several of the focal groups in the
biotic population studies are important in decomposition of organic matter
in soil (Szlavecz et al. 2011).</span></li>
</ol>
<div class="MsoNormal">
<br /></div>
<ol start="4" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Movement
of Inorganic Matter</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">- </span></i><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Inorganic
nutrients and nutrient pollutants are routinely measured in BES watershed
and stream research. Nitrate, phosphate, and particulates are key
pollutants in metropolitan streams, and in the receiving waters of the
Chesapeake Bay (Groffman et al. 2004; Kaushal et al. 2011). Nitrate and
chloride are also drinking water pollutants. Nutrient processing data are
collected in the permanent plots, in streams, and in riparian zones. Decades
of road salt application have been assessed by historical analysis and now
are complemented by on-going measurements of chloride concentration in
Baltimore region streams, including those draining into the region’s
reservoirs (Kaushal et al. 2005). Heavy metal contamination of soils is
measured because those elements have implications for both public health
and soil nutrient processing (Yesilonis et al. 2008; Schwarz et al. 2012).
A flux tower on a suburban edge of the city measures a variety of
inorganic compounds and physical conditions connecting soils and
atmosphere (Chun et al. 2014).</span></li>
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<ol start="5" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Disturbance
Patterns</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">- </span></i><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">Disturbances, detected as pulsed structural
alterations in ecosystems and landscapes of the Baltimore region, appear
in long-term data on the geomorphology of stream channels, the alteration
of forest cover, and the mortality of trees in permanent plots and coarse-scale
vegetation surveys. Extreme climatic events are exposed as disturbances in
long-term data sets on stream flow and nutrient loading. More subtle press
disturbances include invasion of novel exotic species, and differential
alteration of forest regeneration along urban-rural contrasts. Disturbances
also take the form of social presses and pulses, such as shifting economic
investment and disinvestment, migration of racial groups and social
classes, and policy interventions such as the court-ordered retrofitting
of Baltimore's sanitary sewers. An integrated urban research program such
as BES must account for both biophysical and social disturbance (Grimm et
al., forthcoming 2017).</span><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></i></li>
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<ol start="6" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Land
Use/Land Cover Change</span></i></b><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">- The National Land
Cover Database is now available to provide coarse scale (30-m resolution;
16 categories) land cover information for Baltimore allowing the project
to explore land cover/land use changes over time and to compare with other
regions in the United States. However, the high degree of heterogeneity characteristic
in cities, older suburbs, and in any urban area that has experienced parcel-level
vegetation change, changes in occupancy and density, and shifts in use of
industrial and commercial lands, requires more detailed characterization. A
first step has been developing a sub-meter land cover mapping suitable for
parcel analysis and as input for the patch-based HERCULES classification, which
combines biophysically and socially generated cover elements to
differentiate patches </span><span style="font-family: "Times New Roman","serif";">(Cadenasso
et al. 2007)</span><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">. This results in a
highly refined set of classes, currently being used to quantify
"signatures" of urban cover in Baltimore to allow for temporal
and inter-city comparisons. Forest patch change continues to be analyzed
based on new remote imagery </span><span style="font-family: "Times New Roman","serif";">(Zhou
et al. 2011)</span><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">. Fine scale
assessments of land cover are being used to clarify the nature of shading
both to improve patch discrimination and to provide data on insolation and
shading of surfaces and buildings. Land use/cover change is being
quantified at the level of suburban subdivision, using data on transacted
price of home sales, as well as size and density of subdivisions </span><span style="font-family: "Times New Roman","serif";">(Irwin et al. 2014, Zhang et
al. 2016)</span><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">. These are compared to
distance from urban core, the different regulatory contexts of various counties
in metropolitan Baltimore, and the nature of adjacent stormwater
infrastructure. Lifestyle information is being extracted and mapped based
on market segmentation data </span><span style="font-family: "Times New Roman","serif";">(Grove
et al. 2015)</span><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">. </span><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></i></li>
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<div class="MsoNormal">
<br /></div>
<ol start="7" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Land
Use/Land Cover Effects</span></i></b><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">- The ecological
effects of land use/land cover are being explored as a driver of Urban
Heat Island effects by measuring land surface temperature relative to the
census block geography of Baltimore </span><span style="font-family: "Times New Roman","serif";">(Zhou
et al. 2011, Huang et al. 2011)</span><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">. Additional work
focuses on the relationship of "hotspots" of land surface
temperature to impervious and built land covers to assess the role of
spatially explicit configuration of trees and buildings on UHI
heterogeneity. Land cover heterogeneity is being explored relative to
stream flow and chemistry, biodiversity in yards and vacant lots, and
biogeochemical processes in urban forest fragments and lawns.</span><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></i></li>
</ol>
<div class="MsoNormal">
<br /></div>
<ol start="8" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Human-Natural
Feedback</span></i></b><span style="font-family: "Times New Roman","serif"; mso-bidi-font-weight: bold; mso-bidi-language: EN-US;">- Feedbacks are best
assessed through temporal changes following design and management
interventions, policy shifts, and external disturbances. Activities to
assess the fedbacks between social and ecological patterns and processes
employ both extensive and intensive sampling frameworks that can be
applied at multiple scales. The long term field-based sampling represents diverse
urban landuses (e.g., i-Tree; stream gages). The high-resolution landcover
mapping is being analyzed relative to the biogeochemical processes and
social features including both demographic and lifestyle or
consuption-based models. The 3000-household telephone survey, referenced
by address and latitude/longitude, assesses environmental knowledge,
attitudes, activities, and social involvement with the resident's
neighborhood in order to facilitate integration with biophysical
measurements and social and economic census data. The role of
environmentally active institutions is assessed via inventory and network
analysis of stewardship organizations. A new theoretical structure for
following human-natural causality through temporal sequences of
intervention and response in a heterogeneous matrix is being explored.</span></li>
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<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">The final requirement, to engage with local school
systems, is exemplified by research on ecological teaching and learning.
Through participation in the Pathways to Environmental Science Literacy
project, BES continued to explore patterns in student thinking and learning
about key concepts in environmental science. Work this year focused on data
from biodiversity assessments, learning progression framework, and patterns of
student accounts based on this framework.</span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">BES educators are collaborating with three other LTERs
to explore factors shaping how ecology is taught in middle and high school
classes. Work during the reporting period continued on a case study that
included four BES teachers looking in depth at supports and constraints on
learning progression-based teaching. Researcf specific to Baltimore focused on
teachers’ responses to the BES professional development program.</span></div>
<div class="MsoNormal">
<br /></div>
<br />Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com2tag:blogger.com,1999:blog-4847699255407479690.post-32994634714402479922017-01-13T09:39:00.000-05:002017-01-13T09:39:25.135-05:00BES Annual Report 2017: Part 2 - What Is Our Theoretical Foundation?<!--[if gte mso 9]><xml>
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<br />
<h2 class="MsoNormal">
<span style="font-family: "Times New Roman","serif";">A Role for Theory </span></h2>
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<span style="font-family: "Times New Roman","serif";">The goals of BES are supported by three major kinds of theories. Theories
are unifying frameworks that embrace many models and identify the
fundamental postulates and relationships of a broad area of research. Each of
the three empirical foci of BES has at least one overarching theory that
justifies its use in urban ecology, and serves to relate the understanding of
urban ecosystems to habitats beyond the urban realm.</span></div>
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<br /></div>
<h2 class="MsoNormal">
<span style="font-family: "Times New Roman","serif";">Focus 1:
Ecosystem Flux of Matter and Energy</span></h2>
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<span style="font-family: "Times New Roman","serif";">The
major foundations of ecosystem ecology include principles of thermodynamics,
conservation of matter and energy, the law of the minimum, and chemical
stoichiometry. A major prediction of ecosystem ecology is that limiting
nutrients will be retained by intact ecosystems. A guiding question for
ecosystem research in BES is to test the prediction of ecosystem retention in
urban areas. Because urban systems are driven by human goals and structures for
using and transporting water, materials, and energy, the assumptions that
nutrient limitation drives retention may not hold. This assumption is tested by
Focus 1 of BES. </span></div>
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<br /></div>
<div class="MsoNormal">
<span style="font-family: "Times New Roman","serif";">The
watershed approach is a powerful tool for facilitating this test, and for
understanding the mechanisms of nutrient retention or loss from ecosystems.
Furthermore, following the variable source area concept from hydrology, the
watershed approach suggests that identifying sources, sinks, and flow paths of
materials can be used to examine whether an ecosystem at the watershed scale is
in fact retentive or leaky. Consequently, this theory provides a framework for
addressing the mechanisms that may underlie an urban exception to limitation as
a driver by identifying sources and sinks of nutrients and contaminants, and
discovering their long-term relationships in space.</span></div>
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<br /></div>
<h2 class="MsoNormal">
<span style="font-family: "Times New Roman","serif";">Focus 2:
Biotic Community Organization and Change</span></h2>
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<span style="font-family: "Times New Roman","serif";">The
biota<span style="mso-spacerun: yes;"> </span>̶<span style="mso-spacerun: yes;">
</span>plants, animals, and microbes<span style="mso-spacerun: yes;">
</span>̶<span style="mso-spacerun: yes;"> </span>are the metabolic engines for
ecosystem fluxes. Therefore, the second Focus of BES is on the patterns and
mechanisms of assembly of the biological communities of the urban ecosystem.
Biological community theory is founded on familiar theories of competition,
niche partitioning, top-down versus bottom up control, disturbance, and
succession, all operating in the three dimensional spaces of heterogeneous
watershed landscapes. This focal research area rests on the theory of the
metacommunity, cast in terms of regional versus local sources of species over
space. The guiding question is whether or how does metacommunity theory apply
in the fragmented, constructed, and highly managed mosaics of urban systems.
The data collected in service to this theory also can be used to test
relationships of biodiversity to ecosystem functioning in key habitat types in
the metropolitan area.</span></div>
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<br /></div>
<h2 class="MsoNormal">
<span style="font-family: "Times New Roman","serif";">Focus 3:
Locational Decisions and Land Management</span></h2>
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<span style="font-family: "Times New Roman","serif";">The
theory of "urban land rents" or "bid rents" is a classic
set of economic propositions to explain the distribution of various land uses
with distance from urban cores. Bid rent theory is based on assumptions that
land use decisions are driven by price, and that markets identify the relevant
quality of land in different locations in the metropolitan area. Furthermore,
competition among bidders recognizes these differences in quality, which may
include such location-specific factors as transportation costs, materials,
inputs for production, and infrastructure. Land rent theory assumes that
amenities such as climate and soils are uniformly distributed across the
territory. </span></div>
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<br /></div>
<div class="MsoNormal">
<span style="font-family: "Times New Roman","serif";">Over its
long history, land rent theory has been modified by many factors, such as
labor, speculative behavior in periurban agricultural areas, and so on. BES
extends the testing and refinement of bid rent theory by taking explicit
account of heterogeneous ecological structures and processes throughout a metropolitan
area. In addition to identifying environmental features that act as amenities
and disamenities, the application of this theory in BES examines the unintended
negative effects of environmentally motivated regulation of subdivision size
and density, of county-wide zoning regulations, and spillover effects of
amenities and regulations. Finally, the prediction of land use decisions in the
urban core, where de-industrialization and population loss have made use of
classic transaction-based modeling of housing markets impossible, new models
are being developed to extend and modify the theory. Because "shrinking
cities" exist in many industrialized regions and countries, this
theoretical refinement is widely relevant.</span></div>
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<br /></div>
<h2 class="MsoNormal">
<span style="font-family: "Times New Roman","serif";">An Integrative
Frontier for Theory</span></h2>
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<span style="font-family: "Times New Roman","serif";">The
three theoretical areas are linked by shared processes. For example, the
natural and constructed features of watersheds influence transacted housing
prices, with nearby stormwater detention basins decreasing housing prices, and
stream restoration enhancing value. These same features influence the degree of
watershed nutrient retention, and also serve as habitat for native and exotic
aquatic organisms. The failed housing market in some neighborhoods in the
residential core of Baltimore results in abandoned buildings that, as ruins,
provide habitat for exotic mosquitoes that vector human and bird diseases, and
stimulate demolition with consequent fine scale heterogeneity and management
opportunities. Vacant lots, although they contribute to social disamenities and biophysical hazards,
provide stepping stones that can facilitate vegetation metacommunity dynamics,
and support generalist native bird species. Policy and management options can
be evaluated based on the plusses and minuses of those habitats. Other examples
of the interactions of conditions predicted by the three theoretical realms
exist, but the key point here is that the three areas areas motivate data that
bridge among them, and address interacting human-natural drivers of urban
ecosystem change over the long term.</span></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-16010261416755996742017-01-13T09:30:00.000-05:002017-01-13T09:30:35.851-05:00BES Annual Report 2017: Part 1 - What Have We Been Up To?<!--[if gte mso 9]><xml>
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<h2>
Major Goals of BES
</h2>
<br />
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif";">The
Baltimore Ecosystem Study (BES) conducts research on metropolitan Baltimore as
an ecological system. Focus on urban systems is important for several reasons. First,
they are a <i style="mso-bidi-font-style: normal;">novel ecosystem type</i> which
has been neglected during most of the history of ecology in the United States. As
such, they contain 1) a variety of constructed and highly managed components
and substrates; 2) altered climates, environmental resources, stresses, and
signals, 3) unprecedented mixtures of species including exotic invasives and;
4) human intention and perception, individual and institutional decision
making, and built and social legacies. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif";">Second,
the novel combinations of factors, and their changing relationships over time,
can <i style="mso-bidi-font-style: normal;">expose new mechanisms</i> controlling
ecosystem function. From a pure science perspective, the novel conditions allow
ecologists to evaluate the understanding of ecosystem structure and function
generated from study of non-urban systems. There is still much to discover at
the interface of the ecological and the urban. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif";">Finally,
urban systems are an <i style="mso-bidi-font-style: normal;">increasingly
important ecosystem type</i> at continental and global scales. In the United
States some 84% of the population resides in officially designated urban areas,
and globally more than 50% reside in such places. These percentages are increasing,
and the area affected by urban cover, economy, social values, and byproducts is
increasing disproportionately (Buijs et al. 2010, Merrifield 2014). </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif";">Thus, BES
contributes to 1) the fundamental understanding of a novel ecosystem type, 2) exposing
how different mechanisms control the structure and function of the ecosystem through
experiments, opportunistic environmental disturbances, and social interventions
over time, and 3) generating knowledge that is increasingly relevant as
urbanization continues to spread and intensity over time. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<h2 class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif";">Urban LTER Core Areas </span></h2>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif";">BES
generates data using long-term comparative and experimental approaches, and
pursues synthesis via conceptual frameworks, quantitative simulation, and
statistical prediction. BES </span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">research addresses the five original core areas of the
Long-Term Ecological Research Network as articulated in 1980
(http://www.lternet.edu/research/core-areas), in addition to the three specific
kinds of human effects and human-environment interactions called for in by the
1997 urban LTER request for proposals:</span></div>
<ol start="1" style="margin-top: 0in;" type="1">
<li class="MsoNormal" style="line-height: normal; mso-list: l1 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Primary
Production</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"> </span></i></li>
<li class="MsoNormal" style="line-height: normal; mso-list: l1 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Population
Studies</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"> </span></i><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></li>
<li class="MsoNormal" style="line-height: normal; mso-list: l1 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Movement
of Organic Matter</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"> </span></i><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></li>
<li class="MsoNormal" style="line-height: normal; mso-list: l1 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Movement
of Inorganic Matter</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></i></li>
<li class="MsoNormal" style="line-height: normal; mso-list: l1 level1 lfo1; tab-stops: list .5in;"><b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Disturbance
Patterns</span></i></b><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"> </span></i><b><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></b></li>
<li class="MsoNormal" style="line-height: normal; mso-list: l1 level1 lfo1; tab-stops: list .5in;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Human impact on land use and land-cover change; </span></i></b><b><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></b></li>
<li class="MsoNormal" style="line-height: normal; mso-list: l1 level1 lfo1; tab-stops: list .5in;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Land use and land-cover effects on ecosystem
dynamics;</span></i></b><b><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></b></li>
<li class="MsoNormal" style="line-height: normal; mso-list: l1 level1 lfo1; tab-stops: list .5in;"><b style="mso-bidi-font-weight: normal;"><i style="mso-bidi-font-style: normal;"><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Integrated approaches to human-environment
interactions.</span></i></b><b><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"></span></b></li>
</ol>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">The specifically urban core areas, appearing in items
six through eight above, are extracted from the 1997 RFP, quoted here:</span></div>
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<br /></div>
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<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">"In addition to the traditional LTER core areas,
an Urban LTER will:</span></div>
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<span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-language: EN-US; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">examine the human impact on land use and land-cover
change in urban systems and relate these effects to ecosystem dynamics,</span></div>
<div class="MsoNormal" style="line-height: normal; margin-left: .25in; mso-list: l0 level1 lfo2; text-indent: -.25in;">
<span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-language: EN-US; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">monitor the effects of human-environmental
interactions in urban systems, develop appropriate tools (such as GIS) for data
collection and analysis of socio-economic and ecosystem data, and develop
integrated approaches to linking human and natural systems in an urban
ecosystem environment, and</span></div>
<div class="MsoNormal" style="line-height: normal; margin-left: .25in; mso-list: l0 level1 lfo2; text-indent: -.25in;">
<span style="font-family: Symbol; mso-bidi-font-family: Symbol; mso-bidi-language: EN-US; mso-fareast-font-family: Symbol;"><span style="mso-list: Ignore;">·<span style="font: 7.0pt "Times New Roman";">
</span></span></span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">integrate research with local K-12 educational
systems."</span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">The first two of the additional core areas actually identify
several, more specific research mandates. We have broken the first new item
into two, because it suggests complementary causal models involving land cover:
change versus effect. The requirement for examining human-environment interaction
also embodies specific concerns with new data sources and analytic tools, and a
focus on integrating the human and natural components of urban ecosystems. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">To satisfy these requirements,
the urban LTERs necessarily have additional and compound core research areas, beyond
the five traditional ones that the LTER program has required since 1980. The
final item requires a specific channel for engaging with the local community
and institutions. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">The mandate of the urban LTERs, encompassing eight core
research areas, demands a social-ecological approach rather than a strictly
ecological approach </span><span style="font-family: "Times New Roman","serif";">(Grove
and Burch 1997, Collins et al. 2000, Redman et al. 2004)</span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">.</span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;"> </span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">A biological ecosystem exists in a specified area or
volume of the Earth, and consists of a biotic component, a physical component, and
the interactions between those two components. The concept also recognizes that
some fluxes can move across the ecosystem boundary. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">To apply the ecosystem concept
to urban systems, that is those that occupy extensive combinations of cities,
suburbs, and exurbs, a component consisting of human and social processes and
structures must be added </span><span style="font-family: "Times New Roman","serif";">(Naveh
2000, Pickett and Grove 2009)</span><span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">. Perhaps the most cogent way to accomplish this
addition is to focus on the decisions that people and institutions make about
where to locate and build, and how to manage the constructed and biological
features of an urban ecosystem or landscape. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<h2 class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">Three Major Research Foci </span></h2>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">The larger goals, the conceptual frameworks they require, and the empirical complexity of urban ecosystems have prompted BES research to adopt three major, linked foci: </span></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">1) the flux of materials and energy; </span></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">2) the
organization of biotic communities; and </span></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">3) the locational and management
decisions by people and institutions. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">The eight core areas for urban LTERs are
distributed across these three foci. The foci are one tool by which data
gathering is integrated in habitat-based research or shared, cross disciplinary
sampling regimes. In addition, integration is accomplished by eco-hydrological
modeling, agent based social and economic modeling, and Bayesian network
analysis. </span></div>
<div class="MsoNormal" style="line-height: normal;">
<br /></div>
<div class="MsoNormal" style="line-height: normal;">
<span style="font-family: "Times New Roman","serif"; mso-bidi-language: EN-US;">In the next post, we will present some of the key activities undertaken over the past year that serve the goals of the project. </span>
</div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com2tag:blogger.com,1999:blog-4847699255407479690.post-32558831251090929722016-10-22T10:14:00.002-04:002016-10-22T10:14:56.017-04:00Ecosystem as Place; Ecosystem as Network<!--[if gte mso 9]><xml>
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The most frequently cited definition of the ecosystem
concept owes its origin to Sir Arthur G. Tansley in 1935 <span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-hansi-font-family: Calibri;">(Pickett and Grove 2009)</span>.<span style="mso-spacerun: yes;">
</span>It has proven to be a very flexible concept, and can be applied to any
scale that includes aggregations of physical environment and organisms, plus
the interactions among all physical and biological components.<span style="mso-spacerun: yes;"> </span>The interactions are just as important as the
material, energy, and organisms that exist within ecosystems.<span style="mso-spacerun: yes;"> </span>Nevertheless, ecosystems are usually
specified as locations or places, that is volumes of some part of the Earth,
whether watery, dry land, or wetland (Figure 1).</div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjL7URHAU-zghzcYmFFW8arLfgomVA-34b-RaG-gN6lqS75DOTOAy0Om0kCbK_A8-OPzN1666G1Jin8P32-6f99c1PhQ1wzMWAj6xNBOFpNUcbIGzow7LBgFf2yA7CCZogmipaondqc_jvD/s1600/hubbard+brook+aerial.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjL7URHAU-zghzcYmFFW8arLfgomVA-34b-RaG-gN6lqS75DOTOAy0Om0kCbK_A8-OPzN1666G1Jin8P32-6f99c1PhQ1wzMWAj6xNBOFpNUcbIGzow7LBgFf2yA7CCZogmipaondqc_jvD/s1600/hubbard+brook+aerial.jpg" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Figure 1. Experimental watersheds at the Hubbard Brook Ecosystem Study in New Hampshire as ecosystems. Using the ecosystems as place perspective, the watersheds, with boundaries set by the flow of surface water into the receiving stream, are recognizable ecosystems for the purposes of research and modeling. A photograph of a landscape may represent one or many ecosystems, but it is necessary for the researchers or managers to specify the boundary of each system that the photo might show.</td></tr>
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<h2 class="MsoNormal">
Ecosystem as Interaction </h2>
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Yet, there is a view of ecosystems that places the
<i>interactions </i>themselves as the focus.<span style="mso-spacerun: yes;">
</span>This usage is most often heard in the vernacular or in discussions about
corporate products and the services they deliver.<span style="mso-spacerun: yes;"> </span>Hence, one hears about such things as the
"Apple ecosystem," or the "Google ecosystem," or the
"health care ecosystem."<span style="mso-spacerun: yes;">
</span>Clearly such usages place the connections and flows of information,
products, or outcomes at the center of concern.<span style="mso-spacerun: yes;">
</span>A bounded and contiguous place is not the point in this use of ecosystem
as a network.</div>
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<br /></div>
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Networks are a primary concern of many sciences.<span style="mso-spacerun: yes;"> </span>Information sciences, neurosciences,
industrial ecology, and studies of governance (Figure 2) often emphasize
connections and flows of information, power, influence, materials, and
energy.<span style="mso-spacerun: yes;"> </span>Traffic engineers and planners
envision their topic in terms of networks, although those networks can be seen
to serve both close and distant territories.<span style="mso-spacerun: yes;">
</span>The network rather than the territory or place is the point.</div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgHwYFH2Zup_5uAwMlX4l8N1BoZ7qzknZU4fxVmxnV5hv8ltpRKFr83j_-nzFXRKnr43kSdmQW3LE4_SqmVm7FXdVwJ8S0eBSzCPWtznJcqRrzVsITt5b2zMk_JQsKHlhzHSEItcuqWrQh0/s1600/Balto+Stewardship+Network.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="170" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgHwYFH2Zup_5uAwMlX4l8N1BoZ7qzknZU4fxVmxnV5hv8ltpRKFr83j_-nzFXRKnr43kSdmQW3LE4_SqmVm7FXdVwJ8S0eBSzCPWtznJcqRrzVsITt5b2zMk_JQsKHlhzHSEItcuqWrQh0/s320/Balto+Stewardship+Network.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Figure 2. A network approach to a system. This is a governance network, showing the connections between government agencies, non-governmental organizations, and community associations concerned with environmental stewardship. The connections represent the sharing of finances, resources, staff, or information. (From Romolini and Grove, 2013.)</td></tr>
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So it may seem that the network perspective and the place-delimited
view of ecosystem are contradictory and divergent approaches to science.<span style="mso-spacerun: yes;"> </span>But this is not the case.<span style="mso-spacerun: yes;"> </span>In fact, ecology is a science of interaction.<span style="mso-spacerun: yes;"> </span>A traditional definition of ecology states
that it is the study of the interaction between organisms and their
environments.<span style="mso-spacerun: yes;"> </span>However, this definition
can be expanded to acknowledge the variety of units or entities other than just
organisms that are involved in those interactions.<span style="mso-spacerun: yes;"> </span>For example, in the 1950s ecology expanded to
consider ecosystems as entities in which biogeochemical processes were the
concern.<span style="mso-spacerun: yes;"> </span>In the 1980s in the United
States, landscape ecology was imported and adapted to emphasize the
interactions that involved spatially heterogeneous mosaics at various scales.<span style="mso-spacerun: yes;"> </span>Even populations and communities came to be
seen as comprising subsets that interacted across space, as in metapopulation
or metacommunity theory.<span style="mso-spacerun: yes;"> </span>The explicitly
interaction-focused definitions of ecology (Box 1) work equally well with the
place-based or the network-based approachs to systems.<span style="mso-spacerun: yes;"> </span></div>
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<br />
<blockquote class="tr_bq">
<div class="MsoNormal">
Box 1: The Cary Institute Definition of Ecology.<span style="mso-spacerun: yes;"> </span>The scientific study of the processes
influencing the distribution and abundance of organisms, the interactions among
organisms, and the interactions between organisms and the transformation and
flux of energy and matter.</div>
</blockquote>
<br />
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
A network is also a system, but specifically a system of
interaction pathways, mechanisms, or flows.<span style="mso-spacerun: yes;">
</span>In other words, a network can be considered to be an infrastructure or a
process that takes place over that infrastructure.<span style="mso-spacerun: yes;"> </span>Networks as infrastructure may involve
materially connected continuous pathways, like roads or wires.<span style="mso-spacerun: yes;"> </span>But infrastructural networks can also involve
fields, like broadcast via electromagnetic radiation <span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-hansi-font-family: Calibri;">(McGrath
and Shane 2012)</span>.<span style="mso-spacerun: yes;"> </span>Certainly, the
underlying fields are continuous, but the function of networks that rely on electromagnetic
media seem more discontinuous, since the information can travel great distances
with no tangible expression of the network until the message is delivered and
decoded.</div>
<div class="MsoNormal">
<br /></div>
<h2 class="MsoNormal">
Joining Networks and Places </h2>
<div class="MsoNormal">
Some theories in urban ecology attempt to deal simultaneously
with the place-based and network-based conceptions of systems.<span style="mso-spacerun: yes;"> </span>For example, the continuum of urbanity
recognizes that local to global connections are key to understanding urban
systems now <span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-hansi-font-family: Calibri;">(Seto et al. 2012, Boone et al. 2014)</span>.<span style="mso-spacerun: yes;"> </span>The fine scale connections can be via road,
rail, pipes, fiber, or copper.<span style="mso-spacerun: yes;"> </span>Even at
regional scales, these physical networks remain important.<span style="mso-spacerun: yes;"> </span>Shipping lanes and airline routes are a
different kind of infrastructure, but they support regional to global
connections in which urban areas partake.<span style="mso-spacerun: yes;">
</span>Satellite communications, radio, and wireless act at various scales and
can be seen as virtual networks.<span style="mso-spacerun: yes;"> </span>The
regional and global networks have become a part of daily urban system
functioning.<span style="mso-spacerun: yes;"> </span> </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
These networks connect
places, and those places embody lifestyles, livelihoods, and environmental
conditions that are key drivers of urban ecosystem structure, function, and
change.<span style="mso-spacerun: yes;"> </span>The continuum of urbanity
expresses the seminal role of connections when it acknowledges that rural,
urban, and wild places -- ecosystems in the sense of Tansley -- contain and are
parts of extensive continuous and virtual networks.<span style="mso-spacerun: yes;"> </span>So ecosystems are both place and network.</div>
<div class="MsoNormal">
<br /></div>
<h3 class="MsoNormal">
Literature Cited</h3>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-hansi-font-family: Calibri;">Boone, C. G., C. L. Redman, H. Blanco, D.
Haase, J. Koch, S. Lwasa, H. Nagendra, S. Pauleit, S. T. A. Pickett, K. C.
Seto, and M. Yokohari. 2014. Reconceptualizing land for sustainable urbanity.
Pages 313–330<i>in</i> K. C. Seto and A. Reenberg, editors.Rethinking urban
land use in a global era. MIT Press, Cambridge.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-hansi-font-family: Calibri;">McGrath, B., and G. Shane. 2012.
Introduction: metropolis, megalopolis, and metacity. Page <i>in</i> C. G.
Crysler, S. Cairns, and H. Heynen, editors. The SAGE handbook of architectural
theory. SAGE, Washington, DC.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-hansi-font-family: Calibri;">Pickett, S. T. A., and J. M. Grove. 2009.
Urban ecosystems: what would Tansley do? Urban Ecosystems 12:1–8.</span></div>
<div class="MsoBibliography">
<br /></div>
<br />
Michele Romolini, J. Morgan Grove. 2013. Assessing and comparing relationships between urban environmental stewardship networks and land cover in Baltimore and Seattle. Landscape and Urban Planning 120:190–207. <br /><br />
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-hansi-font-family: Calibri;">Seto, K. C., A. Reenberg, C. G. Boone, M.
Fragkias, D. Haase, T. Langanke, P. Marcotullio, D. K. Munroe, B. Olah, and D.
Simon. 2012. Urban land teleconnections and sustainability. Proceedings of the
National Academy of Sciences of the United States of America 109:7687–7692.</span></div>
<div class="MsoBibliography">
<br /></div>
<div class="MsoBibliography">
<span style="mso-ascii-font-family: Calibri; mso-bidi-font-family: Calibri; mso-hansi-font-family: Calibri;">Steward Pickett </span></div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com1tag:blogger.com,1999:blog-4847699255407479690.post-87506899141990061672016-10-05T20:39:00.001-04:002016-10-05T20:39:38.005-04:00Emma Rosi-Marshall Becomes Sole Director of BES<!--[if gte mso 9]><xml>
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Dr. Emma Rosi-Marshall has been co-directing BES with me
since 2013.<span style="mso-spacerun: yes;"> </span>That year, BES was reviewed
by a visiting committee, and the results of that event helped us to shape the
renewal process that would culminate with a new proposal in 2016.<span style="mso-spacerun: yes;"> </span>After that review, Emma began to take an increasing leadership
role in planning for the renewal, and agreed to be the Lead Principal
Investigator for BES in its fourth phase.<span style="mso-spacerun: yes;">
</span>Consequently, earlier this year we arranged to share the title of
Co-Director.<span style="mso-spacerun: yes;"> </span>Emma's taking of this
mantel entailed a great deal of work and responsibility, and as the founding
director of BES, I knew the project was in good hands as we transitioned to her
sole leadership.<span style="mso-spacerun: yes;"> </span>BES only works because
of a dedicated community of researchers, educators, and community engagement
professionals.<span style="mso-spacerun: yes;"> </span>But Emma's leadership
into the future is equally crucial.<span style="mso-spacerun: yes;"> </span>The
energies and efforts of that marvelous community need to be organized,
supported, and guided.<span style="mso-spacerun: yes;"> </span>Emma has
abundantly demonstrated her ability and enthusiasm to fill those roles for BES
as it moves forward.</div>
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<br /></div>
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Now, as BES officially shifts from Phase III to Phase IV, it
is time for me to step aside and let the spotlight shine fully on Dr.
Rosi-Marshall.<span style="mso-spacerun: yes;"> </span>Although technically the
official transfer
of responsibilities will be on 1 November, it is time to recognize de facto that Dr.
Rosi-Marshall is now Director of the Baltimore Ecosystem Study.<span style="mso-spacerun: yes;"> </span></div>
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<br /></div>
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I will stay engaged as Director Emeritus, and will do whatever I can to smooth
the transition to Phase IV. <span style="mso-spacerun: yes;"> </span>I intend to
continue to be productive in and for BES.<span style="mso-spacerun: yes;">
</span>I urge all members of the BES community to support Dr. Rosi-Marshall,
and to help make this transition as easy as possible.<span style="mso-spacerun: yes;">
</span>Continuing the excellent work and improving the theoretical and
integrative power of BES are tasks she is excited about, and well prepared for.</div>
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<br /></div>
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With thanks to the current and past members of BES for their
support, and with enthusiasm for sharing the work ahead,</div>
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<br /></div>
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Yours,</div>
<div class="MsoNormal">
Steward</div>
Steward Picketthttp://www.blogger.com/profile/04459506118576373366noreply@blogger.com2