diff --git a/eis_toolkit/checks/raster.py b/eis_toolkit/checks/raster.py index d41b6e07..1ed8c645 100644 --- a/eis_toolkit/checks/raster.py +++ b/eis_toolkit/checks/raster.py @@ -1,6 +1,6 @@ import rasterio from beartype import beartype -from beartype.typing import Sequence +from beartype.typing import Sequence, Union from eis_toolkit.checks.crs import check_matching_crs @@ -73,7 +73,9 @@ def check_matching_bounds( @beartype -def check_raster_grids(rasters: Sequence[rasterio.io.DatasetReader], same_extent: bool = False) -> bool: +def check_raster_grids( + rasters: Sequence[Union[rasterio.io.DatasetReader, rasterio.io.DatasetWriter]], same_extent: bool = False +) -> bool: """ Check all input rasters for matching gridding and optionally matching bounds. diff --git a/notebooks/pca_plot_testing.ipynb b/notebooks/pca_plot_testing.ipynb deleted file mode 100644 index 363704e9..00000000 --- a/notebooks/pca_plot_testing.ipynb +++ /dev/null @@ -1,2623 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - 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vit+RjirFb4rfFL8jvUv4emMToPjd2ITZPwmQAAmQAAnEGQGK3/o3hOK3fmbx1uKcXZ9ilWOfZlpmScbmjlfEZKoOjxsbXaVoZ0xFmkwvyphAraMTit+xIUzxWz/HcOL3StteXLBnYVCHiR79TfGb4nekdxHFb4rfB7P4zQDaSFeIpnm9WcXvwGSSD0+6GsOGMvqmabaeo5AACZAACRysBCh+6995it/6mcVbi/H7fsAHFRs00zrGkouP2gxt8FSXVO/AVXuXwH0gmdeNGX1wV1a/BvcrOhAJwva5q5Eim7DLXYWPKzer/Z6X0gk9TJkxGaMldkLxOza7RvFbP8dQ4vf/FS7FgsotITubkXMiLk3rrn+gGLUoclfDIMn4uHILCt3VyDUk4fK0njHqHaD4TfE70mGi+E3xm+L3U7h97HAc0/fQSG8Xvt5IBJpM/A682+H79/DzBqmCty8h5oB+vSmAN9Jms1sSIAESIAESEAQofus/BxS/9TOLtxZ/2vfhwoJFsHnc6tRkSPgw/ywcZ81r0FSF1UHXbW/WCN++zt7PPxMnWds0qO9f7IW4eu/XqvgdqszNPxMnNnCMBk2wGRtT/I4NfIrf+jkGit/ippq4uRaq9Lfk4uMY3GDTP0tgh7MCl+9djHXOkqDm4rohrh+xKBS/tRSZ8DL4VFH81jJhwkstj0T3/Gbkdyw+aRreR5OK31MenY2JN4xA145tsWLVGnywYCkenHg1kqzeR0ND/a3hS2QPJEACJEACJEAC/gQofus/DxS/9TOLxxYOiwtvlq9FtcONYdauaGtMafA01ziKMXjXx0H9xMLq4IQd87DVVR52jsdac/Hf/IZHrjcYQjN0QPE7NtApfuvnGCh+P1HyG54q+T2oo6k5A3BFWvNF+V1ZsBiLq3eEXeDituejlzlbP4CAFhS/KX5HOkQUvyl+13VGWor4PX/hd7j38Tk1S7lm5FDcNnZ4jZY5Zvy0mtf8XS1Cid++4N/PlixT2/Tp1QUzp01AVkaa+m8x1rJf/sa5Q47HuMlPqX977enJjByPdLGp4/UmE799m3vJeYPUDQsldAsblOkvvoepd11Xs+kNWBubkgAJkAAJkAAJhCBA8Vv/saD4rZ9ZPLbISDEhxWpESaUTVTZXVFOs8DgxZf9P+KhysyqWP5x9HM5Ibl/TtsLjQM9t7wT19XSrk3BJareoxghVSYGCdlter7N9mmzCmg6j6j1GS27YXOL3N9U7MGX/Mmx3VeDM5A6Ymn0c8mJwE6W59oLit37ygeL3C6V/4tHiXzQdiSdLtnW6AhIk/QPUo8WzJb/j+dK/4JY8uD79MNyZeTQO2fJanT29knsazkruUI/RtE1agvi9tHqneh3f5qrAkKR2mNbqBOQbkhu89lAdMPI7mArFby0TRn5rebQE8VuI0XMXLK0RqIW+Oe+zb3HxOQPx15pNmDJ1NmY9frsa6BvochEofvu00fzc7BrxPLB/n9DuL7A3ygXrIOq0ycRvwVRs4Jbte9QNZuT3QXTKuFQSIAESIIG4IkDxW/92UPzWzyweW9RH/B6+5wv8aNutWc68vLMwICm/5m/Tin/Fc6V/1Pw7WTZifYfRQQhW2/ejVHHgWEsejJIcEVGXrW/CrnhtWkKVy1N7qCJOIhfho7zA53Oe3AnnpXZWl9sc4rfYvzN2L9Dg7mbKxBZnKVxQVAudF1oNRBtj44hqjbHPFL/1Uw0Uv4X10bl7PsNf9v01nTWlz/crZX/jvqLlmoXcltkXn1ZuCWl54qv4T4fL8GrZP3im7A+IhL3/Su2GJ3JOiOra5D+Yv/gt5vJw8UoIJur7ofVAtGkkkTmanat2O/FF9XbcuO87TfXDLDn4ss150XShu048i98iL8WTJavU5M/tjSkYndoDfSytdK9RbwOK31piFL+1POJd/I5kWzJj1lx1Qb4ocPHfvsht4XRhs9vV6G2f57cI+r176mw8MuU6VSwXJXAM//Y+pwy97zvW1xJoUvHbd4dDTGHC9ZfgwRmv19ig+JJfTp1yHUP5eUpJgARIgARIoBEJUPzWD5fit35m8dhCr/jthoIOIaKvb804EpOyjqpZ4v1FP+M/Zf9olvxA1rG4LqO3+rdqjwsXFyzC7wfEsQzZjLfzzsBREUSHjyo2aUQboyTBdSCp5vHWfMzJPQ1myQCrZIhH3A2e0/zKjbi58HtNP8+1OhnDUrs2i/g9o2SVKhzVVY62tMaCNuc0eO1N1QHFb/2kQyW89EDBW+XrVH/+IUnt0ceSo7/jera4eM8iLLMVaFpnGiyY1WogLi34MqhXi2zAy60GocBVhUlFP2leH5nWQxXA9RSf+D2/eDOu2fu1pmlzvh++q96FUQVfQexNqLKuwyg1kXCsS3OI3/YDuSzE3tZVLi9YjK/9rHBMkowfD7kYhzTy0ysUv7W7QvFbyyPexe+6HCoCHS58K/NvI/7mL36Hs3sWInqn9vlqDkSK37G+MgNNKn77pi82298PR/y9TV5OzWMCsV8meyQBEiABEiABEvARoPit/yxQ/K6b2ddVOzCjdBW2uSpxcUoX3JPVD4YoIpv170TDWugVv4Vo0j6E+D0hsy/uyOxbM5mu296CzaO1UTk5qS3eyztDrTOt+Bc8V/pnyMmfndwBz7Q6GUmSEVWKEymSCZJUa5UgEnV+Vb0DqZIJh5ozMa7wO5R47Jq+ROTea7mnqY/xL6rain8cxWok8nvl61CmOHF5Wk/cl3VMExkwNGyP/FsP3PlfbHCWajrsbsrE0kMujFvxW0x2R6cxLYY1xW/95zWU+K2/l9i1EAKvsPXwL8KiaUW7S7DNWY4PKzao12PhP26RZPVaI64xYwuXqtHh/kXYtWzvdKWuyfnE7/v3rMCzfk/A+Dqp7/tBSNZTi3/B+xUb1Kcpbk4/AuekdIx6boduewflHkfY+hs6jEaSbIy6v2grNob47VY8sCnuILFe3Fi9vHAxfqreo07vRGs+3sgdAmsIEdyhuNF565tBy6grP8V9RT/j1fI1UBQFl6Z1x/TsEyD7fT5FyySc+C2ebLqn6Gf1jB5iTFU/p/xtxaLtv6XVo/it3TGK314eFL8b953cLOJ34y4p9r0HivXnDB6gSdQZ+xHZIwmQAAmQAAk0HgGK3/rZUvwOz+wn2x78a8/nmgrnp3TGzNYD9YPW2UI8Wn9/0XLMrdyAQwwpuDurf50/nPWK32I6oQSiNMmEiVlH4Zr03ni7fC3u3P9TUGyhEGlebn2quqJxhd/ikwPWHaGW2MOUifXOErUPIcb8p9UgDEpuF1T1sG3vBgnfvkqnJbVDa2MS3i9fH5LiFWk9MTXneJ2Em7d6/+1zsdtdpZmET9RrDtuTPa4qnLhrHmwHoizD0dnZaUzzgtMxOsVvHbAOVI038VtYA/1f4VLNQp7MOQEj0nrUubgJ+37A3IoNmjppshlrOlxW8zeRe+Cp4lX43r4HrWUrRqX1wMCkQzRtfOL3gwUr8XSIxJ/1fT9M2Pcj5lZor2ci58LV6b0ibpoQVYVtVLhyirUt3s333pyMdQklfotr+zMlv0N8XoqblILrvMpN6tDCeuSxOuyrRLvHS35T67YyJmFWzsAa263J+/+HN8vXaZZwXXpvPJB9bM3fHilaiVfK/1FvyAkBPbBcm94LD2Yfp/55lX2fesPhZ3uBGg2+xalNuNzTlKl+jghLGz0lnPgdKinr+/ln4iRrGz3dN3vdF0v/xJfV25EumzEqtYeaD6KuQvFbSyfexW/anjT7WywmE6D4HQVG8chB+7a5qh1LKHP6KLpgFRIgARIgARKIGwIUv/VvBcXv8MwC/a59NesreES7O0I8uGjPIqyw7dU0EdHWIuo6VKmP+O0TLd4oX4MCd7Wm28HJ7bGkanvIsW7JOAJ3Zh2tvvbvopWYWfZXtEuDiL5c33G0xs6kzONArxCJNaPt1CBJ2NZRX0RntH03Vr3nS//A1OJfNd3fldUPN2b0aZbIbzEREVX/Zvla7HBX4nBzNmaV/qURlG7I6IO7s/o1FpKY90vxWz/SeBO/xQo+q9yKTyo3QVg1DU3uqFoDRSrfVe/EyIKvNNUeyRmAMWmH1vxt/L4f8EGAQP7f/LNxrJ/46RO/11aWYtCujzRPwYxLPxz3ZPePNJWQr4dK2CkEXBGZHk0i0VA5E4TXt0h4OSHjSN3e5tEuIpT4fWPht2rS5HBlYmZfjPd7mshXTyTYHV2wWNMsS7bgrw4j1b+Fim7vbc7GV23PV19/snQVZhTXbdXU2ZSOHw4ZhjKPHUfv+EC16aqrGCFhVftLkWWwRosE4cTvUHvs/9kZ9QDNWPGR4pV4sVT7+f567mCc7pcYO3B6FL+1ROJd/BazFVHZy1etadKEl8t++ZtBtzF8b1P8rgdM+u/UAxqbkAAJkAAJxA0Bit/6t+JgFL9FYiwhPu51VyPdYMG1aYcix5AUBC8W4rd4NF1EIS6q2qbafjyQfQwuixC1KB7Fvmf/sqD53JTRB1PCiI/1Eb99A3Tc+gZciifqw3OCNR8f5J+l1h9Z8CWE/6ye8mHeWTjeL6mmGFvMIVwREZt1PeIv2m3qcDkiecLqmWNT1H2iZBVeOnDjYFzG4bg9w2s30xyR36HWu8lRig+qNsHucaGXOQuXpHZrCiwxG4Pit36U8Sh+61+Ft8UPtl34tGILbPBgYFJbXJTSRdNVKHEy8Brrn/Bys7MMcys3xuT9EGps9TrW8XJYoshz8HnVNo0HeT9La3zUZqh6c7ExSyjxO9xafPM43JKD06yHQNzkFE+3iJsGn1VtweT9y0I+7fN3h8sgckeIG8DLA/ze/Z86OnzbuygOsMkKtfYV7Ybj46pN6o3aaIr4jBXnINqiS/zOPAJ3ZnpvHEcqs0v/xuOlv6qCvbj2Tq9HwtZIY0R6veOW11WbMf8iTpjYx7sy++HCVO17StQT4rfb40GFzd3IpzHS7OPj9ZYgfgtSQgB/5d2FNdCuGTm0JslloFvEw5OuVr27RQkVOe4Lqv1sifd7bJ9eXWqEdfFvao6xP5txI377DoRY4sxpE5CVkRb71caox1DZXGPUNbshARIgARIggUYnsKfY1uhjJNoA4ot5ZooZ+8q0XsuJtk7/9Vy8exH+d8BHVPy9vTEV37cbFiSeise4h+1apEFxQUpnvJQ3KCo8GxyluKbga6xzlmjqz8k7DWfX4e86vfi3kBFtt2T2wZQDkYY/VO9W/Up3OCtwkjUfU9sNQLrVhLIqJ6rswY9/h5qw8FK9ae+32BVgvxFpceemdsbsXC+DQJaR2orXV3YYHpSErMuWN8NG5b2UOwjj9i4Nk9rNO+KQ5PZ4I//0aIaP+zr5WVbwWtbwbRIcW0opKLHhQL7XZp1yXqYVe8VcmnUWTTN4m02vBg10U2Yf3O0XzS1uKjqdHlQ5orumRjvzWwu/x9xyrS1LvjEZv3W4NNousNNViXkVG9HNmI6hqZ2ibteQitlpZpiNMorKHXC4PKpfdtvNr+nqUgj1v9gLw7Z5K/90jC/8UU2wGljmtzm75sbpcds/VH3fI5X/5J2KHa5KPLB/eaSq6usP5YiEzoepfQtrlP7WXCTX4Z/eOsOC/eUOeDzad80Ne5fivxXaiPhFbc9FX2vriPP4sGIjbt77nabe8LRueKb1yRHbxrJCu82vQQQLhCu+7zI7XBX4oHwDsg1WrHYV4c2StWqTASJ5dd6puiLpYzn/eOirPt+xW9JnVzww5hyaKeFlSwYv7ug8OWtu3Av0LZkx504CJEACJNC4BNwehZEm9UAsyRKUgB9u0XRT6XHhucI/4FA8ODe9I45OjvyjLpp+o6kjrEFm7luNQqcN7cwpuCYnsleq6HensxId/gr2S32y3QkY3/oIeBRFk/RqUek2PFSwEpvt5Rid1QOPHXJcxISX7xWvx3XbvkVVmEesJ+UdhaltvT6kocpzhX9i/I4fg176rvsFODG1DX6tKsQxa+dpXj8voyNqye/wAAAgAElEQVQ+6TZUFSOiEdEcHjey/5yD6jAez7flHokZe38POb85HQbhyhyvfcDL+/7GuO3aH+lnpLdDZ3MGZu1bHdS+vTkVWw4bHfT3e3cvx6N7tDYg1+b0wlU5h2JASh6OWzsPK6vCCyaiQ1ffsZqEmtGco3isI8tSkJASj/OM5zmJy5kQHVpKcbnFdaf5Z3swnb1Lt3yJD4u93tS+sqjrOTgjvX3Nv0XyTPFZE+u7AUJOvHTzl5hX4h0/x2jF/M5n4aTU/OY/BH4z+NtWjA9LNsIACTe0Ohw5Zu8NJX+h95xNC/F56baYzPvUtEOwtHxnEO6JeX3Vz4Kelsyacd4sWosxW7+JOO7Nrfvg9twj0Wn1WxHrtjUlY33vy3DJli+x8MCaxNvy065DcVZ6aK/rcO8ZsccP7V6Jbyt3oY0xBdfmHAqxvmjKlVu+xlvFWr9zMY978702O5dld0d3S0Y0XTWozi07fsALheFtzQTbs9LaQ5yBcOXCzM6Y1/nMBs2jpTfWe10V9VlIQA+BuIn81jPp5qorhO8pU2dj1uO3o2vH0F6SzTU3jksCJEACJEAC0RKg7Um0pGrr1df2pNBVhbN3f6pJ2jc791TVk7UpSuAj0acktcW7eZGTfIko7FN3fhQ0RZHk6k9HEao8TuQak/F8q5Nx4oHEVMIi5ePKLeoj5SNSu+GqOpKSrbTvxQW7w/8QFAML389bM47A3cU/Q0R45RqSMCK1Oy5L7YE2RpEwDBgW8Mj3f3JPw9kHEk1NL/ktZPI119FjUV7lRpWtbl9TMYdQyTx9UGa1HoRzUzpB+OYK65ffHfs1vAYnt8MbubVR1q+U/YNnS/+ACx6MTTsMt2Qeofrzdtjyesij8H7+GTjJGvx9c0bxb5hTsRbJkgG3ZRypSWo3eNfHWOMorvNoNbYXe1OcazFGvNieNNV6G2sc2p7oJ5tItieRVi/slu4rWo73K9ejrSFV9bM/KyCZn7/tSaT+6vO6zeNCpeJEtmyNuxt3gZ7cmbIF/+t+EXqlZqlPijmcXqssYctxV9EyNQpd2GFcktYNlW4n3qlYh3KPM2osL7cehKklv2BziGjucD7TItnyZ1VbIfI+iBwZu1yVQeOJ185N7oSPQ/iSiwSaRsj421mEbqYMXJ92GH607cZt+7U3n62SARs6jA65R+FsT6JeeIiKoZJ9+lcT0uj8AH/6howXrq24mT6t5Fc1F0SZx+m9EeRXBL/5lZuxP0SUvn+9RPlsrg/jlmJ7Up+1sU38EKD4HeVeUPiOEhSrkQAJkAAJxD0Bit/6t6i+4vfjJb/hmRJtZLDwZl7T4TL9k9DZYnHVdly5d0lQq+/bXoQu5rqjocRPt37b3w9K8BjYmfBdXdP+Mjxb9ieeKtEm1fp39nE1AriI7p5d9heE3HykOQd/OPbjyYD6gT9av2x7Ph4v/hVfVe/QDCt+0L6ff2aN6P5t9U6sc5biopTOaOXnSR5O/K446jrsKK/EYwW/Yrm9EL1Mmbg+4zAcZs4OYrXBWYKBIW4CGCUJmztcURP9fu3eb7CoamtQ+2h+zI4tXIpPK7cEtb09sy9uC5EAra5jEMlX9vzUzpjZaqDOkxSf1Sl+x2ZfKH7r53gwid/R0Gls8TuaOTRXnf7b52pubot53NKqD57peJJG/A41PyGE37Lv+5BT72BKQ4GrCnal1kpG+LFPyxmAnmESH3/e5lz0sbSqE8X9Rcvxn7K/g+qIz9VQxh3tjKn4ud2/guqLz+8ZIT7D13UYhRTZFFS/LvG71G3HEyW/YbmjED2NmRBicR9LTsQtDZWwNbCRsGB7sfVANQnrWxXr4FDcGJXWAxmyJWL/9anwUNFKzApIbv1W7ukYvVebtDSw70yDBavbe5OYHoyF4vfBuOtNv+ZmFb83bt2FsZOexO4Cb6SMvyl806MIPyKtTuJpNzgXEiABEiCBhhKg+K2fYH3F7weKlmN2iB+a0Yii+mepbSEisacWay0yRI03807HaUntInb/l30/biv6H1bb96tR3t2NGWq0V2D5b/7ZGLn3S9gCrEHEj9fP25yHCo8DQ3Z9gm2uipqmIvItVPSZqCAi597IHYx+1lyEE3MPNWdhSdsL6lzDb/Z9OHf3pxHXKSqIJJsr2v0LGYbgH8QX7VmI5ba9Nf0IkeC13ME4Pbn2sf979y/DnPI1mrFEdPrKdsMjjl/qsaP3tneD6r2aOxhn+I0RsSMAIwq+xPcBiTWFiJJvSIZIwCmSRcpSYjwqTPE7mhMRuQ7F78iMAmtQ/NYSOZjF71CfURdndMGH3c6MKH4/UvwLXiz9M+QBnJd/FrJkCz6s3KhGhncxpqs3aYV423lrsCXZ0ZbWWNDmnIiHudhtw/CCL/G3o0hT1yjJIRM6X5raHTNanRjU72tla3B3kTbhtHjqa1unK0Pa6tUlfp+9a4F6Q9xXRAS5+DzODpFg21cnVGBBqMX3tbTCi60G4sKCRdjrqlKrWGUD5uaeqX7HaIwys/QvLKnergrsI1O7q98VTto5HyIZbLgiBHoh1B+sheL3wbrzTbvuJhO/AzOc+v49/LxBahZUX7bTAf1612RFbVoU4UcLzOoqarbJy6H9SbxsEOdBAiRAAiSgiwDFb1241Mr1Fb+F8C0EcP/S25yNr9qer38SOlvsdFXg2B0faloJ2XNt+1FIMQRHZkXq/oOKDRi/74egav875GIM3PVfOBXv492+0tucha/aXqBaj4go7MDS2pCEQr/HgI9PyscASz6uSO2hiu2i1BXJHM0NhHmVG3FLYejIusD5TMnqh5sy+gTN06148FLZahS57WpCr2vSekFEaamm4ZVlUKwpWK9UYOjuTzXJKIXlibA+iaYIO5TH/G5UDBaJKXMHR9NUU0dEqo8qWAyRWEuUIy05+CDvrJCReLo7j7MGFL9jsyEUv/VzTHjxW/FAqiyHJzkVkmyICOhgFr+H7/kcP9r2aBjdm9cfD7U7JqL4XZeA+3H+UDWJZKgyrvBbCCsTXxGfl1+3uQBZIW7ehts88Xn+XOmf2O+2YXRaDyRJBkwPEckdbh4iSlzcGBY2Kr7yQqtTcGFql5BDhhO/xU3wY3Z8ENRmUuZRuDXzyJB9Larahmv3fh3xXIoKwmLMBhdeL/cml/QVwVasranKz7YC1aYtsBxvzcfNGX0wMCk6n/Ommm9Tj0Pxu6mJH5zjNan4PeXR2Zh4wwjVL1tEU3+wYCkenHg1kqxmlX6ovx2c28JVkwAJkAAJkEDjEaD4rZ9tfcVvMdKYgsU11h3tjamYk3sahACulqpyKCYLJJP3u1Csi7DTuHHfd2pEl4imEn6hQliNqhQXQi4tgqd9N8BgUH0sh+76VBOhJfy+5+afiYeLV+KlUm3Cp7uy+uHGjD54omRVkCWKGF88Sv1OxXpVMO5oTMOYdG9ySP8yYd8PmFuxIejvA5Pa4p0I3uWKx40fVi3CiOx9US33zqyjVZ/xaIphza+wvHQ/YLep1Z3nj8HOIRfhLfEDW5JwRlJ7HB7hsW3F5YJx/e9QklLh6dRTjbD/qnq7Go12cgiv72jmJeoIUWK1fR+sshHdTLWJz6Jt31LqUfyOzU5R/NbPMZT4Le3aAuNv38PTtjPcR52kv9NQLTweyOv/BAwyPF0PV68t/kWqroQibmSadXx+2Kpg2LUF7vz2QHJa0KiGX76F5ZVHvDf3ADiuvguuY06tcz0Hs/i9xVmOK/cuxgZnqcpI5NVY1O1cJJsNEcXv7c5yDN71iepnHlg2tB+FpDpuUovI622ucvU6Pya1Z80N4/oePBERftyOeZq59Lfk4uM2dQvECyu3Yr2zGBekdEEnU3rY4cOJ3zucFThup/YmvehkYmZfjA9j+xXOciVw8JOsbfBm3hCMKPgCQnzWvHcA7Og0pr64dLcT/u49tr8d1E5YmwmLs4O9UPw+2E9A06y/ycRvX2T3JecNwjF9Dw0pdAsblOkvvoepd12HrIzgD+OmQcJRSIAESIAESCCxCVD81r+/DRG/xWjVHidsihtZBqs6uLxtPSyzHoRU5P1BJsSF/WNuR4psVhNGxrII0brK7USybIo6WZj12SmQ/1npnYbFCtsN/4anx5HqI9ciClp4eLc2WHF1ei9IB+YrBPA5Zf9ABlTR2+dXvaBiM/5v37eaJXU0pUFEjEdTniv9A+9WrMfWAwm+OpnS8FbuEHQ+8ENbsdshmUyALEY+UKorkTT9VpQW7Ubn8ZdEHEZ4l//S7pKa/amzgceD5AnnAw67ppptwnR4ekT3I1besgbWZycD1d7EY+IGg+22GYA1KeJcIQSxTX8DBqMqmgcKYpE7SIwaFL9js48Uv/VzDBS/jd9/BvM7T9d05O52OOy3P1Vnx+IaAKcTnm6HAZLftcvXqmAHrM9MglxcqP5FyW2L6vFPAFmtIRVsh3Xm/er/i+LuMwD2cQ9FvBYYf/oS5jem18zLee4VcAwZDsl8wO6psgzJdwRfl6sefUcdN1xpMeK3EPQbyfapxG2HWZLVz9mcdAssJjmi+C14isjnGaW/493ydSpe8en/chMmxfbf07WOYrxavgabnGU4wpyDO7KOUm+ax6LUZXsibNH8bViMkLCy/XCIp8NCFZFHRUTNB5ae5iyscxTjlKRDcF9Wfwh7NFFC2c8FJqSOxRoj9dFv+1zscXutV3ylPvZmkcZp6OsioblIcGqO4qmPho7la0/xO1Yk2U9dBJpM/BaTmL/wO2zZvge3jR3OyG+eSxIgARIgARJoJgIUv/WDb6j4HThi0oPXQNqzTf3zN53yMfqigagyi598wGPZx2NUes+Qk5S3roPpk1dhXP8HXH1PgOPC66Bkx9a30rT0Y5jef14zvpKRg+pp7+kCZ/jjJ5jnTINkr8J9g47Cc8f1Vtu3N6ViVutT1cSXeoqw8hBJq7qZvdHM8uZ/YJn9MKQD4pDj/KvgOtubSNT4yWswL/JGWb1xZFfcetaAoKEMkgQTZBxjycOkrKMgPFOjKVLpfiRNHhFU1XnO5RBiUmAR8zS/95x6w8PTsQccI26G+Z1nIG/XRrS7zhwBx4XX1DkFec8OWJ6dVLNmT157CNEdGfpYRrPOeK9D8Ts2O0TxWz9Hf/FbcbuRctNZQZ04Rk2A66QQUbPi+vHMZEi7vUlulfRs2G59DErbTpo+xM1RwyqtzZTr5HPhuOxWWKff6r0B5lecF18P5+l13OirrkDybReFXqwQhBUF4noiHxDU/Ss6hl0P15Dwfce7+G1Y9SMsr01Tn9RRsvNgv2oyPN0O17/xUbbQI377uiz3ONQbvN1MGWo0d6KVusTvfa5qPFyyUk383M+SC2F5Es7yRXART4sN2f2JxkN7QmZf3BEmglrcmLik4Isagb2dMQXv5p4RMfF3rPfgF3shxu79piZB6pTWR+OmlOieNov1XEL1t9lRhmv2fQNxE0SUc1M6YVbrQU0xtGotmJ1mwd4S79N00ZSW9NkVzXpYp/EJNKn47Yv+FsuacP0leHDG6zU2KL7kl1OnXKdGhrOQAAmQAAmQAAk0DgGK3/q5xlT8VhQk33CGOgmHLOOQ2y+Fyz9qGcCXbc/HYT5rFN90hXgxZWSN1Yb4s5LXHtUPzNG/oDpamD+aA+MXwQkYK1/4AlLAPMN1I+3bg6R7L9e87LImoWT6XCQbvdHvDS0qixKtpYnthofh6TMA5rkvwPjNRzVDlJlN+D0vG+7JT2DF8k/h3vA3Rv+xEYeY02AfE1kIMfz+P8gb/gAkA9w9joT1hbuDpi9EKSFOaYqtGsmTh2v2DNYUwOaN+PYvwirBfv39dWKxzLwP4qaCf3ENugCOS29qKM4W157id2y2rCUJCLuLqn1uHLFZfD178Re/pfISJE0KFobD3QyzPH8XDKtXaEb29OoP2y1TNX9Lvnko4NLaYSjtu6P6rheRPG5I0MxdA89Xb6yFK8YfPoP57drodD1Lt014Ep4e4UW6eBa/hZhvfeBq7XKTUlD1xDygkSJb6yN+69mPlli3LvG7PusRAvjLZavhgqJ+VzoruUPEbv5xFMGheHCEpVWMn6+LOLSmgph7qxSL+tRcRbVLX+NGrH3B7oVYaa/1cBdDPZB9LK5L9wYuNGah+N2YdNm3j0CTit++QYW395jx0zS7wASSPJQkQAIkQAIk0DQEKH7r5xxT8RtA8s1nAy4XfmmTg9OvCI4aFB6QPtsQ32xNX74P03//EzT56rtfgtKuq/5FhWlhWvgWTAte17yqmC2ofubTqMcwffYWTJ9q+xCNbROfgadLw39ISbYqJE24IGg+jqGj4TrvSpgWvg3Tgte0a8hrD9PEx+C6wxsdXlOsyah6cn5YIcS44muY52iFKaVdF0g7NtX2kZENd5/j1WhONbp76GggJR3mV/4N40qt5YvaSIguHrdmGq4hw+EYdp3mb6bFH3qjPy1JcJ40FNb/PALhZe5fhPWJ7U5tpH7UG9WCK1L8js3mUfzWz1FjeyJskIRQHfC+dFx7D1z9Bmo797vxqXlBklD14peaP1leuAeGv37WXiNOGgqlVRuYPnolaNLOM0fCeWGAyHuglrx6BazP36V/oaKFwQj76AlwD/DesA1Vmkv8ljeuhuH3HyG5XRBPJ6mR3YoC9+HHQenSS52q6dM3YPrszaBp2+6a6c1nUUeRyoqhiHwcSSlqLXEtN/xvESSnHa6+J8M1eFjI1i1O/C7ZB/MX70Hath5Kh+5wnDkSyIzt00SxFr/rd5jjp1V6sgkeRYkr8TtUgnFhbfdw9nGNDo7id6Mj1gwgHDmW/fK3Jv9i086geUZrFvG7eZbKUUmABEiABEiABAQBit/6z0F9xG9hUWJYvRyuQ/vV/BD3jWz4+StYXnsce5Ot6HlzsMfq061OwiWp2h/mpq8+gGn+y0GTr77nZSiHdNa/qHAtnA7vY/V+thz2sffD3Tf6JG7G/30O85tPBs/14TehtMoPPXJVOSxvPQXDb99DSUmHc8TNcPUP/citmnDymTtD9qNGXA4epkZnyxv9rAGS0yAdcSyUZUuC5zX5eSgdQ1vNJE++FCgt0rRxH3OaOjdhZaJYrDAvngeU1dZRDumC6ikvIjmEHUKoSav2JROfVgVzXwkp2liSAHu1pgvXSefAMWp87Pa/hfRE8Ts2G0XxWz/HQM9v8TSGmgD3QJJIV/+BcFxzT3DHYcRvYcFh8/MIVzwemP/7H5iWfFjTp2qPcvsMWOa+CHn18uBr2CNvh7XAMr/yCIwrl0a9UMfo22Bc/CHkA9ZcoqG7S2/Y73g6pGd2tOK3cck81bZLctjhOv4MOEbdBuNPX0Aq3QclJQMiej1aT255w1+wPjkh7JrsNz0K92HHwPjtJ6rtVGBxH3kC7GMmQX0SJ6BIOzfDOvNeSPu9OTncPY+C6+RzYPnPvzU1neeNgXPoqKD2LUn8FjdTU0RkfOGumnUIf/mq+1+N+kmvaA4WxW8tpXgUv3ttewdlHodmordkHoE7M4+OZosbVCfRxW/x0bDnQFB9fm7Ul7kGMa2rMcXvRkPLjkmABEiABEiABOKJAMVv/buhV/wOtN1wnTgUjtHaH+rix7sQca/rk4OPFW9SM1GE9/SCNucET9JWheS7RgHVFbU/Utt2RvW9wYK4/hUGtPB4YPxxEaSyIrj6nwolr52uLoV4kzTtRo2ArrTpiOo7ngKSQyc1t864A/L63zXj2G+eCnfv/kFjJ00aDqnc60sZqiit20JJSoW8zZtELFKprkM4Sr7pbMCtfTTZ07s/bDd7o8GNX8+H+YOZQUPYJj0L6+O3RBpafd1x/hi4ztaKKMm3nAM4tT9ElaxWkIprrV5EtKMQzZTWbaIaJ5EqUfyOzW5S/NbPMVD8Vnuw2yBvXQtP7iFAZquwnVpmPQDhQe1f/JPlSrZqWJ+4FUKA9RVxo81+5SRIRpOasFIkrvQvQhivfuz98GM+MxmGNb9EtVAhGNv/7yHv00kBxXHZeFUEDizRiN/Gn7+C+bXH65yDp+th6pMz8vo/oeR3hHPwRfCEuSlpfvdZGL9bELY/T4fusE15UY3IT3pkHKRdtTx9jYSVi7B0EUXcyJRK9sPd80hYn54Iectabd9Go/q0lqZYrKh6OngO2bIdpopiFKflweHWJrAW0eq+mxeew4+LyZNQ0WysYGpY600S6Tr+TCg5eep/G1YsgWWO9ol88Xfb+Onw9IwugXM041P81lKKR/F7QeUW/F9h7U2yTNmCz9ucp+ZpaeySyOL3lm0KZs5xYf+Br6w5WcDYMUZ06RSb5PZCyL738Vr7w9eenlxjI+3/2jmDB6iR3rsK9mHspCexu2C/uq19enXBzGkTkJWRhhmz5uKVdxeqf79m5FA1V6MoxaXlGDf5Kfz5j/eJR19fSVazpk28u3k0WeS3P7CHJ12NYUNPaez3UEz7D3VwxGazkAAJkAAJkEBLI0DxW/+O6RG/pf17kXRPcDSY7YZ/w9Mn9OOj8ys2YrOrHJmyGVel9YIsEpCFKEIQEdGA8o6NcHfuDaVjD0hFe+Fp2wnuoyN/t5L/+QWGjavh6XQo3IcfqxlBROAZli9RIw1dx5wG94la8UNEN6qRzinpcA0SEXoyFOFJ61EgmYO/EykOB8xfzYXh7xWa5GyhbgSIMX0+6P6Tcp59GZznX1X7JxE+Y69GcgjLE/27WtuiauZXYZub334Kxh+8PwZ8xTnsejgPJIAzfTUXpvmzg9oLKxLLWzMg7fSzRwkzSih/YJ81Tl3rso99AO6+JzZk6S22LcXv2GwdxW/9HEOK39F243HD9PGrMKz5DUp2a7hOOQ/uXv1qWvsn6/X9UclqjepH31H/Ka/7A9anbteMZr/2Xrj7hb/+h3tqyNeJZDTC1fsY1QbEMXQUpPJSqE+8BJRwPubRiN+WV6d5P1/0FIMB6o3JEAl9za9Og7Gu/oSd1VMfe0ez22B98V7I61YFjV717GewPD0RBl8C0QPJP6OaptmCKj87MBFFbRXr9EXZmy2wj3sI0t6dEBYq4iaq6XNtPo1wN3ijGj/KSobffoDl5QdraxuNqJ78AsQTSsbF82Ce91Lw59dNj8BzmPY7QpTDhaymit/7K+FpJJ/1hsytOdrGo/gtOKy07cW3tl2QAYxJOxRZhtjkaInEOJHF78efdWHdRkWDoFtnCZPHNzyxrcibOP3F9zD1rutU8Vr8e8PmHThz0LEQ+uXcBUs1wnan9vmqDhsq8tv/b2Ky90+fg/zcbFUAF6K4r6147e35X2HoYG8i+YVLlmHUMG8eClFvz96iuLVTaVLxe8qjs3HSsX0w9bm3VTj+dyUivSGa83XhUf7krLmagyPm47sT0pxz49gkQAIkQAIkoJcAxW+9xKBmos9Ks6Awikz0wqPZMsvvh6ZvuIxsVE0LH50nix/flWXqI9aS2RJxkpbXHoPh58U19Tw9j4Jj2LXwdOgRsq359ekwLquNGPRPsBjKpsQ/yk+Iu0Lk9RUxhpKRBcOfXk9aEa1nu/HfQFqWdmwhaguhOsCqw3btPfD4+eEqDjtSbg1IFikSeprNcFw1RbVcMX/8KoyfewWgWBYlNQPV0z8M36XbDZX1ym8ASHCddiEcl9xQW18kIp08AnDYa/4mouqqH35TfWze8sbjaiSjeLzeftmtMH/6GqS9tY+Yi0ah/GfN82fD6Mc85ARbtUHVw2/EEkeL6Yvid2y2iuK3fo4NEr8jDGd673mYvj0g2vrV9b9Bp1pqiVwAwt+6e5+oRErxdIp4SkUU97GDIZ48kooKVA9x++V3aBNaCh9z8eRJwBMv9nEPw32EV/DwL1GJ328/BUPATcRoyDvPvQJCdBdF3HytSfgrSaqfd7jiPOVcOEfeqr5sev95mJYGMxWvCZ9000eRk0aL5NJSwXbNcK6zLoPjggM3Z11OWB+7Wb0xrbd4jjoJ1VdNgST8xRuhJIuErOUl2rmfeiEcw2+E9f4xkPfu1LymfiaK7yoGQ0xmI55ws77ybygV5YDFAvvV94Q8RzEZrIV0Eq/id3PhS2Tx++Y7nai2ackmWYHnHjM1GLfQKadMnY1Zj9+Orh3b1vRXbXOo4vWAfr1rgo5F3Q8WLFWF6UVfL9N4foerLzTQGQ/ciKdf/qBGCK9r0oG6aYMXGOMOmlz8nnjDCHVjfJHU8R4aL3gH3umI902N8RlhdyRAAiRAAglGgOK3/g3VI35LpfuRJMTQEEVNahYY1S2i0mbcpv6wV4vZAttNU+Hp3ifsREW0d9LdwdHlooHtlmnw+EUSir9J+3Yj6d4rgvqz3TYD8q7NMH3zUdAPeyGKVAth1eX0JnSLUNxHnQz79fdpaolIPxHxF1gCIwgVux0p44PFb187UT9U0rK6pqSkZUIK+MEvxAUlwErEIbzFhddsA4q8+R+Y578M8Ui7+7Bj4fjX/4W1ipF2b4XlzScgb16jRtE7rrgD7iOODzm6EHeMQgizJkORDUEihThLgYnyGrCMFtWU4ndstovit36OjSp+h0jQKKxUbA9qE/jqn7W+FvJfy1Xfa3g8akPXKefCcUBMDuwpGvE7ZJ6GKKKsfZ8Vhr+Ww/LC3TVDCwsYjyyr/uGBRdiJ2C8Zp0aGi8/jwCd39JEAkJGD6ikvwPD3Su/nkN0G16ALakR50Z+I6DZ9HFlEr2tsd8++sP/fg+r1vq4iVZRCMVvV7wr+RXwvML/zNAyrV0DJbAX7ZePVp82Sx3mjMv2LSMYq9jP5juCkneEi/Ouak7x2FQzr/1C/3zgHXQikeO3N1Bvb4gZ4QELYKvEkQ1Zr3VuRKA0ofmt3MpHF7zsfcNZYnvhWLaxPHnug4eK36M/focJnYWK1WFTx+7MlyzSgfXYl4cTvS84bVGOZ4h9VLjrxtz3xd/IQ2uiY8bXf8/1tVOLt/dps4rcPhM9XJl5F8FB3QcRBuHvqbDwy5S2l8owAACAASURBVDrNHZZ421zOhwRIgARIgARCEYhn8Vt4mUqFOwGDEa7T/wVFJPiLg6JH/BbTtYSIclPSslD9eG30tG9Z1mcnQ9iR+Bcltx2qH3w17MrlP3+G9cUQCdVEFHbnXhB+0/5FeMwKr1k9RcnOVR85R1kxku/0+v7VWUIIsSGTNoqn0C/+P7hPr030KfzFzW/NiDRC1K87zxwBYRxj/OI9TRt58AVI6nc8Kpd+DrfDCdeRJ8I9IFgYiHqgJqwYiqW7/6mwX3NXE84ifoai+B2bvaD4rZ9jY4rf4mZj0pO3QdqyRp2YSKjrELkPuh6uf6INbeFyQt65GR6RUyBMrgYxRDTit6gnBHDDym8h2avh7nU0POnZsM5+SH1qRjIY4M5rD3nXltpZS5LX9iSrtXqzV4i7kYr43LKNewhJj90U7NEdqbHv9eQ02CY9A8OKbwCTGc6BFwDW8N9FDMu/hvH7BTBs+CvaEcLWcw0YAseVk0K+LiL+rS/dB5R4vXrFE1EiGbWvJP17bJDNVvXdL8H8yas1T2n56jouuhaugRcgefx5QWOFykFR18KEZZr5jSdqq6RnofqumapdTbjk1I7zr4Lr7MsazKuldkDxW7tziSx+f/iJG58v8d5E9JWzBsv41/mxebLCv1+hrYoy7soLVfHbX8z2rxdoe1JX5LfPD9zX3l8LLSou00Sex3uQcLOL3wKiD7a4MxFvdwp8cwu8C0Lxu6V+1HDeJEACJEAC8Uqg6oVH4Ph2Uc305Dbtkf7E6+qPz5ZWhBd2xb3j4N7oFTBENFTq3TNgPOIYzVLcu7ej/NaRIZeXOfeHsMtWKstRelVwQjJ1qKRkZLyuTYjmKStB2bXhI6tDDZQ05lZYhl6iPlpfesUQKPaA5zYDGsmt85H+gtY+xLH4Y1S9PD2o+4x3vlGTt4lSFwNfQzkrB55i7w/+aErm+98DigeVT90P58/eBE7Gfici9Y5H1BsrLbJ4PKh84i44V3rPhbFnH6RMfhzSgQi7FrkmTrpZCQgX0tik3GqaZQjL/zDpEJpmAk04invLeigVZTAeeiQgki0maFHUPA42SBarut7qN56H86evYejWC9YR18N46BHqykuGnxQVAcuwK4DKCti/8Fq86C7is/quJ2E8Mjq/6+o3noP90/B2ZrrHl2VkvvddyGZl4y+DZ9c2zWtJ19wGy5nDAFsVSq44I6id9ZKrYR5yASofu7Pm+4hpwKlImfCQ+maqePR2uFZ57ctEkdIzkf7c+5CSUqKeeumoU6E4nZr61ovHwHrptXDv2oby8cEid8r4h2A64bSox2BFEmipBNwe4KflHqxe4/X9PuxQCccfK8MgjNUbWITYLMoxfQ9V/98nfgt75kDPb6FrzvvsW1x8zkD8tWaTxtZZtPWv74scF57fQkj3tRM5DwPFb3976MAxG7i8mDePC/HbtyqRFHPqs29jyi2jVMP2eCiM/I6HXeAcSIAESIAEEp6A04GSUcE/hJJG3wDL+c0XHeRYuhDOHxeryR3Np5wJ00n6ooSdK76Hp3A3TKecBTk1PWgbXb8vR8UjtwX9Xc47RP0BWldxfP8lqp57KKiK5YyLkHStNiGaqBROiA7sQPz4tV50OSzn1CY8c/25EpXTp0CxVYedUsrk6TAdHWDfoSiouO8GuNb+WdMu+bqJ6o9xX7HNfx2294ITRvpeN3Tspoq85RPHqOJINMX/xoEQV1SBL1FUM7cLikgyaorNI7PR8GSdxCRA8Tsx9zURVyU+f8TnaaRi/ddVcG/dEFVdX19CIDZ06QnPnp3q57yUlhFpGO/rHjdKRgyMrq6oZTQh9c7HoIgbs4/eEbKdnNsW6c8HPyEmbkKXXHpyUBvr+ZfBOvoGiATTpaODv0NZh18DwQQuFzwl+yFnZqvz8BXF44H9k7fh2VcAOTkN5jMuhNwqL/o1hbkx4ZuX6KjiwVvgWv1rTZ/ixkbao+E/83UNzsokcBATEEL02ElPYneBNzjEZ2siRGpR/C1RxL99diXhgo99rhyi7jUjh9bkOPT/u3jNl7vRvx/xd5HfsbS8siZXYrxtTVyJ3/EGxzcfen7H685wXiRAAiRAAvUhEJe2J5VlSL6j1gbDt676eE/Wh0moNobvP4XlnWc0L9nH3An3cadr/ibt3ASRTMywdhXcnXt5/Z679I5qGpLdhqQQjx2Lx7yF96enQ/e6+7FVwfrKo5D/8kZuuXv393qGhouWt1VB3rUVltkPQSrZF7Lvqqe8HtNBRYjIlWVQrCmqRYnx56/UKsKP1jHqNm3CtIDGhpVLIRdsh6vviVAO6aJ5VV69HNbna71ca/Z+8L+ApBQ4hwwHzGZIZUUwfrcA4se65HTCtPiDkPN3XnQtnGfUCvf+lTJSTEixGlFS6USVzRXVHrFSfBKg7Uls9oW2J/o5Nqrtif7pNHuLaG1PGjJRcf23vHBPTW4MkVvBsHp5UJfO88eoTyuZFrwecjhPh26Qd2yq8TIXn7G2O56u1xNm4RI1GwYOhbljV1SWlcNx7BB40nMgVVeoOR58N2FFwlHDXz/D9OX76nx9xT7uobA5INQkpAE5K1z9B8JxjdcCzfL8Xarft68IyxzbQ29A2LKY573k/bMswz72Ae0YpUWwvP8cDL/9CE9eOziG3wBP7/5Rb5f10XGQt2/Q1BfJnd0nH3jaTFGQvfwzlBfsVRM/Owb/S7W5OZgLbU+0u5/IticH8zmPt7U3mfgdbwvXM59A7xr/xwn09MO6JEACJEACJBAPBOJS/AaQPPlSoLRIg0gkZKwr8WNj8rTePQpygMeou+dRsI9/vHZYjxvJd12mnbfZgqrH5kZMWuXrRBV/X/b6nvoXpW1nVN/7clRLVNxeIVeK0tLD8Pv/YHmp1itUbWsywXbdfXD3GRDdmC4XZJcTSh1eqFF1BMD61ETI61bVVHcfdRLs12vnF9iXEA4Mv34Hye1WPWkVtwdKxx5w9z0x7LAUv6PdkfivR/E7NntE8Vs/R4rfWmZNIX7XjGi3QRGJLk1mmN5/HqalH9e8pOTkofqelwFLkvr5ZvjjJ/U1T4cesI17EEjN9FrIVJXDuGwxlJxcuI8M/3kRzclIuu9KSIW7NFXNt09F8nEnY1+ZHQ6n1us3sE9p52b1c0wI4Erv/nB3C+/tbpr3csibvlUzvTeihdWXaeHbkHdsVH3SXaecp1rKWKfdGLSUqmc+U28qi2KdekNtwu0DNavvnQ2lbadoEEDavQXWWQ/VJM12DjgDzisnatrmZVlRWGqHx1Mr9EfVeYJWovit3ViK3wl60ONsWRS/o9wQ/0cGAh8niLILViMBEiABEiCBuCAQr+K3vPkfWF55BNL+AjU6yj7yltrIoWYgF0qMF0K8EOR9RV73B6xPhbAY+dc4uAYPi3rWpg9fgmnJvOAfqL4ftVH3FH1Fed3vkNf8BkmW1SgwT/tuzWoNoiY73b8HnvyOcPfX8Sh59EsGxW8dsOK8KsXv2GwQxW/9HCl+a5k1qfgdsF2G5Usg79kGyAY4xWduUmptDZewiHJDMlv0b3KULeRt62EWT1/t3aE66DuHXYf0i0fDYpKjEr+jHEatZvpoDkxfvKvre0K4pNMi2t3T9TDVKzx5Qq0Nma/z+jx1J55kU4SlSoioborf2m2j+K3lQfFbz5WAdetLgOJ3fcmxHQmQAAmQAAm0UALxKn77cCoul/rjSWpmj2bjF+/B/NErml12XHoTXINqfyjKW9bC+thNQSfBcdmtcPke+Y3inIhHtE0L39LUVCxJqH76kyhas0q0BCh+R0sq/utR/I7NHlH81s+R4reWWXOK3/p3r3FaiO8tqpWHJCEn3dIo4re89jdYn56kWYD7yBO8VmdhirAcE0EFgUV9Oi09C+GsW+ojftdFluK3lg7Fby0Pit+Nc11ir1oCTSJ+i0SWf/6zCacMOFIX/++W/Y4+vbrETfJLXZNnZRIgARIgARKIUwLxLn7HEzbj5+/C/NUHqk+m6cLRKD3xwqDpJf37eohHl31Fyc5F1YOvQxKPV0dZpPIS9dFkyc9mxS4sSI4OTnAVZZesFoIAxe/EORYUv2OzlxS/9XOk+K1lRvFby6OxxG8xirByEfYnclEB3APOgP3SGzUJLEOdZuuTEyA8xn3FdfyZcFxRm3DT8vQkGNb+VvO6ZDSh8uE3gcwc/W+OMC0ofmvBUPzW8qD4HbO3Gjuqg0CTid/jJj+FDm1z8eDEq+HLPhpuXr6sodt27Y3bTKE8VSRAAiRAAiTQUglQ/Na/c+KLeVaaBYUltuDGlWUwff4O5O0bVY9Mh0jQmNVa/yB2G0xLP1ITWqk2JJGSXeof4aBvQfE7cY4Axe/Y7CXFb/0cKX5T/K7r1DSm+K3/tHpbGH5cBLm4EJ72XYN8zkXUuvnT1yFvXQclJx+uged5bdBiWCh+U/yu6zhR/I7hm41dhSXQJOK3b3SRKPKVdxeq0dwzp00IiugWEeJCJBdR4teMHIrbxg7n1pEACZAACZAACcSYAMVv/UDrFL/1d8cWzUSA4nczgW+EYSl+xwYqxW/9HCl+U/xuaeK3/lMe2xYUvyl+U/yO7XuKvekn0KTit296K1atwZjx00LO9rWnJ+OYvofqXwlbkAAJkAAJkAAJREWA4ndUmDSVKH7rZxaPLSh+x+Ou1G9OFL/rxy2wFcVv/RwpflP8pvit731D8ZviN8Vvfe8Z1o49gWYRv2O/DPZIAiRAAiRAAiQQLQGK39GSqq1H8Vs/s3hsQfE7HnelfnOi+F0/bhS/G86N4jfFb4rf+t5HFL8pflP81veeYe3YE6D4HXum7JEESIAESIAE4poAxW/920PxWz+zeGxB8Tsed6V+c6L4XT9uFL8bzo3iN8Vvit/63kcUvyl+U/zW956Jp9rCvlqU+tpS+3I6DujXG8OGntJsS6P43WzoOTAJkAAJkAAJNA8Bit/6uVP81s8sHltQ/I7HXanfnCh+148bxe+Gc6P4TfGb4re+9xHFb4rfFL/1vWfiqTbF73jajUaeS6BH+TmDB+DBiVcjyWpu5JHZPQmQAAmQAAnEngDFb/1MKX7rZxaPLSh+x+Ou1G9OFL/rx43id8O5Ufym+E3xW9/7iOI3xe+DWvz2eODZvV1FILdpD8iyvjdQC6/NyO8WtIHzF36H9m1z1UScvo3Lz82ud9h/C1o6p0oCJEACJJCABCh+699Uit/6mcVjC4rf8bgr9ZsTxe/6caP43XBuFL8pflP81vc+ovhN8ftgFb/dG9eg8sm74dlX4BW/W+UhZfxDMPQ4TN+bKERtoVMu++VvTWCuf5S2T7v8bMkytfXDk66usR0R9SqqbKioqIJ4Xbx25GHdMHbSk9hdsF+tf83IoarmGRj5XVxajnGTn8Kf/2zS9Bv499eenqzRUP1tTzZu3VUzVpu8HMx6/HZ07dgWvj7OPf14vDb3c7V/32sNBUbbk3oQDHXI6tENm5AACZAACZBAsxCg+K0fO8Vv/czisQXF73jclfrNieJ3/bgFthIcW0rZXVQNRWn+2VL81u5BZqoZDqcbVXZ3829OHMwgJ90Ci0nGvjI7HE5PHMyo+adA8Vu7B+nJJngUBRXVrubfnDiYgfiOnZ1mwd4SW9SzaSmfXRUP3ATX36s06zL07IO0h2dGvdZwFYVQPOXR2Zh4w4ga4dj377Z5rXD/9DnwBe0G1hWC9sKvf64Rln1C+SXnDaoRrOd99i0uPmcgZr7+kToFIYT7xOnh5w1ShXTR7rtlq3DKgL7qeD6B2yduT51yHQ4/tIvmNV8ft48dro4lnDamTJ2tziU7M00V1ju0zY252wbF73ocuYZ63tRjSDYhARIgARIggZgRoPitHyXFb/3M4rFFKPFbiGnbt0twuYGOHRQYDA2budMF2KqBlFRAlhrWF1uHJ0DxOzano6UICGK1FL9js+ex7qU5xO+KCsBiBkzN7EJaWaFg204ZbfKAzEzvnRmK38EnjOI3xe+6rjuJLH6XjDkTqKrULj85BZmvfRGTS7HQJju1z1eFaCEif7BgqSoa7yrYh7unzsYjU65ThXFR/OuGi+b2idr+k/OvK8Z4ctZczJw2AVkZaTXVhNgdajxRYdyVF2rE78A+/G1RTj3xKFX89gnjMYF0oJO4Er/FHYCpz76NKbeM0oCM5YIb2le4zW5ov2xPAiRAAiRAAk1FwOnyAAkuyv21RsGb73pQVg506SRh9KUS2uTVf9GipUGW4fIwikvvOd21R0HhPgU9uslIsuptHdv6BlmCLElwexQ16qq8AnjqBQ92F3hFi7RUCbf+n4RD2uo/K+JovDvPgx9+8vZlNAIjLpaRnaWgexdZ/XdLL1XVwBdLPCgslNC6tYIzB8tIbqbAYZNBhtPN92NDzpS48WM2thzvUYfLA0n/W7MhiEK2FWfP5fYgDoLQY762+nQorqviLIlrarTF5QK++sYDh1OC0E8Gnezd2H/WKfhllQKHA+jdU8KAY7QbvmmzgpdeFddu71hHHSHh+jHeM/zpFwo+X+yB2w0c00/ClSPkBt/MrGs93/1Pwbsf1l6DThwgYfRwGUZZVs+p+L6gA0m06KKqt3uPgpKy+PnsEUzcgkdUs0/8SgZJUlnoec8kMpX6fMcW1+GWUMpuuLjG8sQ3X2F9kv7ivJhM31/wFhHaPiHc31bEfyCf9UmogN7ANj7bkkDx2yew++dAFG2nv/gept51XY2WKxwztmzfE1L8DuzDJ8xT/I7JsQjuJNyBEDX79OoSdDfDPxzfd/ekkabGbkmABEiABEig0QjsLbEntPZdsBd4+gXtl+LsbGDirfUXygwGCekpJhSXORptXxKh4xW/SigtA8wmwOFUsGWLhI2ba8WLK0Z50KtH8600NdmIJLMB5VUu2BxufPq5hB9/0oor3boA11ypPSsbNklYv1HcM5LQtYsH3bsGr2HmbBnbdoRem9EAXDnaA9F3qPLPWgmbt3ojxXsdqqBj+8ZnJEQZPUKiqP/sTBl7vLaVasnPA27+Pw+W/yKhohJo3xbo2aNp5I3WmRYUltgbH1QCjyB2KjfT0mJWWFhqRzyoZ60yLNgn5sKiEkhLNsHpcsPmiPwZ+/caCVu2Aes3SJprSbcuCk4+UcGrb2o/u885S8FJx9deU6Y/LaOoWAv+wvO8r3+0QHstP7qvgksu8r626g9gfzHQ9wgJOVkNu0atWy+p1/olS4PvxFx3lYKjDzfCZJRRUuGECDYQ184Vv0goqwDa5Cs47FCgvBxYtlyCwwmI7yfHH9uwOfmIeBRg9hxZZSyKeJLpqssVdO0cm/7re+RzMswoKndCERNkQUqSEYqioMpGqyDvOZUgnswr0vEdW3wHaAml+u2ZsH/8tmaqlgtGIWnUuJhM32dnIvy5haDsCyQOJUb7DxjJzcI/6PfV9xapTYXtCSO/o9i2QPPzcE1Cic5RdN/oVSh8NzpiDkACJEACJNBEBBLd9uSbb2WI/wWWO293ISWlfpBpexKZ239eM2DbtrrDMkX0871TXKro+tsqCZ9+boDTAbRvryAnW0GrHOCUk4IFFBElKH7EB4q1IsLv5xUy7HagUycFnTvW/cNa/Lj6+28Zm3a4YZDd+GetjK0h5nzWGR4cc7RHfaR+7Xrg7Xe1Yds9uisQAoiYT7+jFPTo7sE779ftl2KxSGjTxqMK26cNctes5fc/Jcz7r7btVVe40blTdCLB/n3A76u95733oR5VkF79j4TSEsDmkLFxE5CWAvTv50G3rop6M2Lef42oqFBgtQCXXOxG926Rx1r9t4z3Pwx+X2VkAKWltedDCFhDBjfsB70Qi35eLkNEmov37LH9gyN+4932RJxJ2QCY4jzin7Ynka9tgTXo+a0lEq3tyao/JMz/KPx1snt3BevXaz9DzGbgnsleX2RxXXv/g+D2p5ykYH+RAnGN8i/i+tz/KA9W/Kr9+xGHK+jQUQjCHvzxh3gSSMKOHZJ6rcnNU7CvUFKfCmrfToHRoMCtiNueIprcg2UrZHz3ffiI0xOO9yAzzQiXU1iyuHHssW6Iz0ZhreUrfY9QsHGTXBO9Lv5+WG8Pzj/Xo1q5iKeIZNn7P1EKC8XaZeTnA4f28EBYvqz4RVbvA3XpqKiffb4ibuZ+8ZWWUWoqMOm25vWWpu2J9j1Dz28tj0S2PRGPoji+XQTnH8vVRZuOOBbmgWd7v9TGqIgI6y+WrkDPru1VgVoUn5WIz/Nb/E0I4hs278CZg44NmcRy4ZJlGDVsiNo+nPgd6Pkt/i3aDRs6UOMxHo3nt89iJZTnd4u3PQk0UQ/c63i1PaHVSYzeleyGBEiABEggLggkuvj93Q8SFn8d/KXyrjudsFrq98x8oojfQkz8eblBfSy8VSsPxI/wWJQ5rxuwZWt0bM87R0F6ujtIUPbNQwjJo0d6YLMrKC6SMP9jI0Q0vyjHHePBOWd7xXGnS8HLr5hQ4BeJfPaZHhx/XPjow4WLTFi2Iro1JyVJGHKaC4u+MED4eNdVkpKA6uroSfbq6cHIS73zfOxJIyoD7CCP6qvgovMjC8hbtgJzXteqq0Ig2bMn9FyuGOXC2+8Z1f33LxMnuJBWa90YsrEQWxZ8Ft1jxvdOccJkiu48hBrsP68asM1PLBLiztVXaCcdr+L3/n0S3p5rwL593pX16qlgxPDamx3Rn5KmqUnxWz9nit9aZtGK31OnG+u8TubnAnsOXOt9IwgB+8F7vRfgcDe2Tx3oQWmZhF9/q/81J5pTIG6Gipu1ekpGhoLS0vrN69hjPNi7V9J8tnbqqGD3bgl2v3mIz0WRr0I8NbTkGxk//C/4Oi0Y6nnSR88ao6lL8VtLieK3lkdCi9/RvEEaWMdfaBYJJH3Fp79+tmSZ+qc2eTk1CS4DI7/11A100PBZqQQGPPtsU/w9vYU3uSj+ffjPKzAZZgPRaJo3uee3gHzycUeoWT0DS7yK32LOr7y7UDNd/w2K5YawLxIgARIgARJobAKJLn477ML2RES21pLs0lnBmMsji4nh2CeC+C0iUZ+baUBZWe0PcRFRe+7Q8GKxiBJe9LkBewuhRgefc7Yb2VlaSn/8JePD+dGJor6WIsp7f1F4QUBE3G3fEfp1IQoLcfi7H2UsXhI87gP3uGoi5vxnarMBjz7eOGG4IoLaptMFQcxTyPAP/jt4Tj27Kxg1MvJ5/WC+AX/+VT9hxZ/NkMEenHxi3ZYFQvR5bIZR9eKNVCZOcCItrX7zWrceeCsg0l6Md8NYlxrV7iuRxO+16yQsXymrYlv3rh6cOii6mx6R1hbp9ZdfMWDHTu3azxrigYgIjcdC8Vv/rlD81jL7f/auAzyK4n2/u1fTEwJp9N6l914FRPGHFAEFRBFRUVFRsaGggqKiqPhHBcVGUbHSsVCkiPTeWwghJCQh5XJt9//MXi65vbske8nd5RK/eR4fyd3MN9+8M3u78+4376eU/H55dtG/vxo1J520yc2VX6eM0B0zyvZbeOQIh1WrXV9sz3zGIhHCX3wl/45FTv/X0nREVwHSbriuaUbCDx1kRePGnq/3nBwRGzercew4j1q1RPTpZUWN6p79nhL5LcedyG85HkR+e35dUgvPEfA7+e25i9SCECAECAFCgBAgBLyJQGUnvxlWTIZhz14Vcg0sylhEr+5imaKeKgP5vWUrj9//ciWLZ71gkZ2+NOSJ2POvClaLiL+2qWQJu9jG+vFH5WHQRUXjeXPNOtrq1kXArQME/LlFhT+3uBKsL860SJrjzuV6KvDBIt+Q37ExwMD+Vqz6QSVJsCgps14wS/iyeXEugwZY0dVB57Yoe4s/U+FKUulIZkebo+6yokXzkskMdnT/l7U8rl3jpCP4jFh2lDyx2yzqBURxuOw/yCE1lUdiInDezSmCsaOtaNK40MfiyG+mJ/zVt3IijMnY3D7U9wS0O4KvU0cRtw0q+WWGknXj7TpEfnuOKJHfcsyUkt9M8oRJnziX0FAOI4Zb8MWXrsR28+YiRt9VeO18/a0ap84UWrhjqBXt29p+F85f4HDiFCedbKlTE9i6gy/yFIzns145WkyeZJXkXJhEGXu5zSRR2rctPpHsR4vVshNWTK3h6SfMCAlRfu8h8lu+foj8luNB5Hfl+H0J9FEQ+R3oM0T+EQKEACFACBACXkbgv0B+exkyVAby+48tPP5yo4X+4rMWaPPzBqWmAZ8sUYNFSRdVGPnNSHB7KSpS1/490zx2lg1hMhaMSHWW31Aybz17COjfR8DhIzy+c4o4Z9HGLOrYXWERgCzyW0nkshI/HOswWYtmTURs38Fh4+aSdRyZnjfT9Wb6tUzH1rnMflmZPivTdnVO2Omp79UTREx5oHTE7LqNPHbukpP37dqKGDbUM3tr16uk5G9FFXZc//lnLNA55Lcqjvxev1GFHbvk9hzlEzzFyJP6c99Sw+B0/TBN4v59PcPEkz7LUpfIb8/RI/JbjplS8ttshvSbfeKk7Tejc0cRg28tlAT6erlKyqXgWAb0F9Cjq/ylFUuknJjEoXlTEVHFJK9k/Xy70rNTSSWththYyIjgkuozSawO7YVidcJLsuHN73v3EqDXAus3FeLCorgZKe5OFiU9g8OCha73NJa3onfPol+YsueCK0k8wsJE6eUEkd/yWSTyW44Hkd/evMrJVpHPkiJLM0uFECAECAFCgBAgBP4zCBD57flUVwby+/QZ4Ktv5ZHPTMLkiWmFROtv61T4Z0/x0VxPPWFBRLgcw19/42VJxZg0SUS4iLg4Ef/u41002FmkMZM++fhTzyOxH5holY5es+LYLyMZxo6yonYxSS+vXdVg6VeiCzlZ1IpgyTcZuWsn79UaToqIZ+R1bKzNh3p1BDRuZLNgNol470M1srJdMbQnL7ulpYihg61gidzckceRkcCTjykjv1kiUKbhzZJassL0YC1WSMnbpRWuzAAAIABJREFUWOF5DiqVKM1XeDhw7rzrSCfcY0H9ep5fE9J4zbZkoOcu2Noz7O+5m5HUyiMC2U5k1pyi1wHDafQI16ScxZHf6zbx2LnTlfRS+lKhdGjYWjFpgBXfFfYdFAxMnWxBZERZrPquLZHfnmNL5LccM6Xkd0lIsyS8365QS8Q2Kyzqe9TwsunlMzKdRTgz2SaWENP+YqpGDRHXUnjpN9te2P2wZUtRSoKZnuHqLUs2efdoAZ8tdZU2stdmSZeZXXbqjN3jhg8TpITO7k6EMKmp2rUEtzJPxWHFkmI6an471+3V0/aywN2pol49RGzZ5vr7PORWAZ3d5MtIT+ew4AM3SUZ7iOjfx/0LvXUbeOzcXfgbyMb/4pMaXM80QhCIemJzQ+S3fNUS+V3SryN97w0EKPLbGyiSDUKAECAECAFCoAIhQOS355NVGchvNurd//BYu4GXpEyqRgMjh1sQH1+IB9NMPXe+GC3umiIm3+d+w8s01tPSOCTEi5J2q2PZtZvH0eO8RMS2bS2AEcAsEvsVN3rXTFv87DnOrVYrI6P795VHATIC2GgUERzMlShtExGiQYhejaXLzdhhy/9TUIYOFnDkOAcWVcj8Z/qoTFuc2T54SIXgEKB50+KPhzNjLNnYxs2uxOtLMy3QOMmxZGRwWLxEJUt4OeEeK+rX84wgYBiIEMF0c1lJSgKyciCR9Nr8xJOszidL1TIZAIYlw7SsRepfhMv4lNhlLxbmvOFKfrOowh7drEXaLI78PnnK9lLAsShNIqrE55LqMM1vJr3CIilZ0rrgoJJalN/3RH57jj2R33LMvEV+261aLKL04s7+wtDzGSq+BfutYtemxSoi6QoPrU4Ek65yjnxm2tkp1233tJBgQJ3/k8LuXTt3cTCaeYQEi5Ic05EjQEICezEKRIfroNPwSL1phMls+31lklhHjsrvrRPutaB+XYC9mD52XIW9bhJ2OueTYFHa/xsmID1ddEuaM23v6dOsEnbLV6pw/GRhnzwHTJ5kweIlrr+3LGko+8+5FPVykv0+s+hv58Jk0+a+5ao7NmEMj4aNzUR+5wNG5Ld85RD57e1fObLnDgEiv2ldEAKEACFACBAC/zEEiPz2fMIrC/ltHznbvLsjFhhpy8hbxxJTjUUNi4iPE9G7p1AqgrMoxJ0jxkNCgGkPW6SI4n0SEcCBRdvlGjjExoiSPmlZip38zsgxY+1Gq3T8Xq9nBKWIZk3KTgIz34rSQH9uhsUtCco0wnfvsUnAsJcCjpIyZRmru7Zs3vcd4JCdzaFlC8GnfXniO9NiZ5rsjmXc3ZaCiHp3tkpKeHnsBI/f/+ClxLft2ogY0L9sEaSejKci1SXy2/PZIvJbjpm3yW/PZySwWrgjv9lvL5Op2n+AQ2QU0K+3FY0byV9yZmQCBw7w4DjbqanatUTwKg7//svBInCSNrfji7Sff1Nh7z45oc5kTfrmk9isz63beCQm8QgPE8AkqRiR//qbrvJfo0ZY0aKZ+5euzs8FTH7q0amuJ8DYLCRf47BosWuk+NBBPDp3JvLbvlKJ/JZfs0R+B9ZvWGX1hsjvyjqzNC5CgBAgBAgBQqAIBIj89nxpVDbyuygETGYRy75S43K+bEbVqsC9Y62IivQsEtkThBnJnZrGQaXm0LGdFWFhnrT2rK4j+Z2bp0xaxLMegBOneHy7Qv4CgUWSM211d5qqntqvjPVTrgPfr1Yj+ZrtpcyggQI6dyz+ZURJ5HdlxMkXYyLy23NUifwm8ru4VeOO/PZ8lZXcgp24YRJLp07b7jctm4sYoUAmhp3u+ma5qkDOi5Hqd5SQDPjgYU5KdMzu0+3aWIuUcWIvcWe/oZYlyma+Pf2oCpFVTRT5nT+tRH4T+V3yFU41vI1AuZDfq9duxUtvLXU7ljnPTMLwIT29PU6yRwgQAoQAIUAIEAL5CBD57flS+K+Q33ZkMm8CVgtQxSGxpeeoBV4Lf5DfbNSOWt5qDXDP3VbUq+u7FwiBh3TpPLLLEShpTeS3EpRKrkPkd8kYOdcg8luOCEV+y/HwF/nt+cotbMFIaibrEh4G6fSTNwuTfPpmhapAuqxvLytG36kjzW8HkIn8lq84ivz25hVItopCwK/k97uLV2HJ8rVo2bQePp43HVER8tCe9MwsTH1uAQ4fP4f7xwzBk1NG0cwRAoQAIUAIEAKEgJcRIPLbc0D/a+S35whVjBb+Ir8ZGky6JS8PYFIuvtKurRio+8ZLIr+9gyuR357jSOQ3kd/FrZqKQH57vuo9a8FeZGZliWCJqDUaDrFReiK/ifwuchER+e3Z9UW1S4eAX8hvO6kdEqTHzr3HsOz959ChdROZx3sOnMDEJ+bhi/eeQ4sm9TBr/lJcSkpxS5KXbqjUihAgBAgBQoAQIAQYAkR+e74OiPz2HLNAbOFP8jsQx1+ZfCLy2zuzSeS35zgS+U3kN5Hfnl03RH7L8aLIbzkeRH57dj0pqX32YhJemPspXp85GfVrJyhpIqvjSXtP6nrsiBcb+I38ZtHc/x48KbleVEQ3iwx3/H7rroNSlLhzhLgXx0+mCAFCgBAgBAiB/xwCRH57PuVEfnuOWSC2IPI7EGeldD4R+V063JxbEfntOY5EfhP5TeS3Z9cNkd9Efhe3Yoj89ux6UlK7rIS0J+09qavEd1/V8Qv5zZy3R38/NWWUS9S3fXAs+vudxaso2ttXs012CQFCgBAgBAgBivwu1Rog8rtUsAVcIyK/A25KSu0Qkd+lhk7WkMhvz3Ek8pvIbyK/PbtuiPwm8vu/TH4LEHEqL1OCoJE+Ajw4zy4gqu0VBPxKfs9841PMePjuIsPu2RuD+YtWYO7zkyna2yvTS0YIAUKAECAECAFXBIxmgWApBQIcBzAdSyoVFwE2hxzHQRRFmsuKO42S5zwHCHQ9lnkWdRq+zDb8ZSBQ7l209uQzzmgcuhQLMeGlGw0gCiLhkg8LPT/RNVPSfcLTNVJR7l3/5l7HiLPrcdGULUFQWxuKFfUGonNIbEmQlPj96rVbsWvvMbw6YxKC9Fqpvl1NY9ig7jLZE3vd0NBgrPz5j4Ici+zzl95aWtCXPT/jjYwsWXtmNzs3D9nZuVjz+y7Ex0Zj8VtPSdyuu8hvR7t2m6wTe45H9u/b+nWW+V7igMtYwW/ktyHPJOl4j7y9d0HkNwNpyjPv4Oq1NGkY9WonoF6teMx7YUrB5JVxfNScECAECAFCgBAgBAgBQoAQIAQIAUKAECAECAFCgBAgBAgBvyHQ++TP2JKdJOuvW0gctjf5X5l9YOoajgHGjn8z446a33YymuVYtOdfZMobM+d+WkBiOypxuCO/1/6xu6CuI/GedC3Vpa9Vv/5VoOhx5OR5BOl1uJF+Uxoz69+uDDLq9t4YPqRnmbFQYsBv5DdzhgF04XKypPnNyPD5H6/AuOH9CyLBZ8z+GIlXr2PpgueI/FYye1SHECAECAFCgBAgBAgBQoAQIAQIAUKAECAECAFCgBAgBAIKgcgDS5BpNcl8ilBpkdH6fq/4ySKy69SMkwhkRl5/9+tfUjS1O0K6qChxe07Gkshv5rBjXXd9JcRWlYKeO7drViKp7Zzz0SuAFGPEr+S3Pfqb+fPEgyPx3iffYeZj46DX6SSAzl1KQo34GMx6agLJnvh65sk+IUAIEAKEACFACBAChAAhQAgQAoQAIUAIEAKEACFACHgdgTqHvyqQPLEbZ9InF1re65W+HAnvj5f9VECEO0uRFCWRYifOmTPeJL8dFT8cB8oI7yXL1xZ8dP+YIQWEulcACQTym4W1f75iHaZOuBPr/tiFF99cKmlhMcFFpr0455lJqJkQU/Cmwq5Z42sAyD4hQAgQAoQAIUAIEAKEACFACBAChAAhQAgQAoQAIUAIEALeQuC5K7vwZvJ+mbln49pgXvXOXunCLnXCSGQWic2Ci6Miwlx0uIvTB/dX5DcjvpNTbhTofFfqyG+7zoyd3XfW/LYLobPJokIIEAKEACFACBAChAAhQAgQAoQAIUAIEAKEACFACBAChEBFQ8AiCvgy7RQ23rwsuT4wvCbGRzeCmvNesmnGs274aw8a169ZEEWtJPLbMdKbcbCMjP7nwAlJq9ud5jfzvyTZE5YAk/njqPm94a9/0KBuDfy8fruEgV0Gm6l/xMVUqXyR3/ZFapc+YRlCHcXWK9oiJn8JAUKAECAECAFCgBAgBAgBQoAQIAQIAUKAECAECAFCgBAoDwTsQcVzZ04uSGaphPxmvjrKkLAgZXtktrNmuHOUdnH64s527UHOjFCf8sw7uHotDfGx0agaFY6ObZpWXvLbDq4IEdWiIxEfE12QBbQ8FkpZ+7QKYllNUHtCICARkFSJAtIzcooQCEwEVDy7aqgQAoQAIUAIEAKEgC8QoH2XL1Alm75AgPZRvkCVbBIChQjQvsv7q4FFbF+4nOw3Mtr7Iyjeol8TXjrrzDAiXBRFLF2xDrf161yg/eJvEMrSX1KaoSzNqW0JCMRG6XE90wiBXjL4da3ERenB8xySbxhA0PsVesRVCUJKOuHuX9SBEL0aahWHzBxzqbrmOCC+SlCp2lIjQoAQIAQIAUKAECgZgas3DCxdVLkXdr9nz8gB4Eq5Y8EciAzVwmS2ItdoDQh/ytuJ6HAddBoeqTeNMJmF8nYnIPqnPb18GsKDNRBEEdkGS0DMT3k7wfZgVcJ0SMnIU+xKQjTtuxSDVURFphc+9bkFOHz8nFSjonKySnHwG/nN5E6ee30xzl26inMXkyT/qlWNlJJcLpwzTUqGybJ+ssSXw4f0VOp/udcj8tu3U0A3St/iW5R1Ir/LB3fWK5Hf5YM9kd/lgzv1SggQAoQAIUAIKEWAyG+lSPm3HpHfcryJ/HZdf7SnJ/K7uF8lIr/9+5v9X+3Nb+R30rU0jJ06B088OAJ3Duou4b3vyGnMmP1/WPjaY2jeqDYYQf7xsp9w392DpQylFaEQ+e3bWaIbpW/xJfK7fPAtrlciv8tnToj8Lh/cqVdCgBAgBAgBQkApAkR+K0XKv/WI/Cbyu6QVR3t6Ir+J/C7pKqHvfY2A38jv85ev4r7H38S7sx9B2xYNpXGxz8Y9/Bpee/Z+9O3e1tdj9Yl9Ir99AmuBUbpR+hZfIr/LB18ivwMPdyK/A29OyCNCgBAgBAgBQsARASK/A3M9EPlN5HdJK5P29ER+E/ld0lVC3/saAb+R30VFfj/+0geY+9xkdO/U0tdj9Yn9/xr5zXT2srNF6PUcNBqfQCozSjdK32PsrgeSPSkf3FmvFPldPtgT+V0+uFOvhAAhQAgQAoSAUgSI/FaKlH/rEflddvJbENgeGwgOBtRq/86fP3qjPT2R30R+++NKoz6KQ8Bv5DcTU5/89HwcO3URHMsMBkjJLlmx/83+3bJpPXw8bzrJngTguj13gcM3K1Qwm2zOdWgv4PYhvk3iQTfK8lkIRH6XD+7+Jr9vCiZ8k3USek6NcWGNoeX48ht4OfdM5Hc5TwB1TwgQAoQAIUAIlIAAkd+BuUQcyW8RIn7IPosrlhyMCK2P6urQwHTah155qvl96jSHb1eqwAhwVvr2saJ3j8qVTpX29PIFRwkv5XiQ5rcPf5DIdAECfiO/Kyvm/6XI7zfeVCPPKJ/JUSOsaNHMdzdnulGWz5VD5Hf54O5P8nuvMQWjrm1AnmCVBhuvCsZP8UNwwXITm3MTYRYFdNLF4o7QuuUHhh97JvLbj2BTV4QAIUAIEAKEQCkQIPK7FKD5oYmd/M7IM2HY1bU4ZEor6HVZtb7oH1LLD14U38UFcxa+zT6FTKsRNTVheCSiJWzheN4vnpDfFisw5w018mMCC5x54D4ratX03R7b+6Mu3iLt6eX4EPktx4PIb39fkf/N/sqd/GYR4TPf+BQzHr4b9WsnVLhZ+K+Q34z0ZuS3c+ndS0DfXr6L/qYbZflcEkR+lw/urFd/yZ7cfvU37DOmygbaTh+DvXkpss/ejO6Ce8Ialx8gfuqZyG8/AU3dEAKEACFACBACpUSAyO9SAufjZnbye17KfryZvk/WWwinwana43zsQfHm06156HplNdiJR3vpF1wTX8b084lfnpDfSUnA/33musfu00sA+6+yFNrTE/ld3Fom8ruyXOmBPQ4iv8s4P/8V8psdw3rlNdcb86CBArp29t2NmW6UZVygpWxO5HcpgfNCM3+R39UvfKHI20iVDkdrjlFUtyJXIvK7Is8e+U4IEAKEACHwX0CAyO/AnGU7+f1S8j/4MPOwi5OJdSb6LMpaCSIL0g/g7cwDLlXP1roHet77AtuekN+5BhHz5rsm0hp+pxWtb6HIbyXzWxHrUOS3fNaI/K6Iq7ji+ew38ptFeE99bgEOHz9XLEqBqPm958AJTHxiXoHft/XrjFdnTEKQXov/CvnNBv/3Tg4bNqkKcEiIF/Hg/VbwPpQJJvK7fH5UiPwuH9xZr/4iv8de24QthislDlQFDpfqTCixXkWvQOR3RZ9B8p8QIAQIAUKgsiNA5HdgzrCd/H4/5TBeSf9H5mSMOhj7a4wqV8ffzTiAdzJcye+TtcYilNd63TdPyG/W+Zp1PHbvKdxQM7kTJntSmQrt6eWzSeQ3kd+V6fquKGPxG/nNAGEk8sy5n2LxW08VSJxUBNmT1Wu3omZCDDq0bgJDngmz5i9FXEwVPDllVKUjvw8d4bBvPw+rwKFFUwGdOsqjus9fAC5c5KVM1B3bC8jPXeqz9U43Sp9BW6xhIr/LB3d/kt+nzRkYk7wRV6250mCbaatgWEhdzE3fKxv8uLBGeCu6a/kB4qeeifz2E9DUDSFACBAChAAhUEoEiPwuJXA+bmYnv3OMVoxO3oC/865KPeo4Fb6K7Y9u+ngfe1C8+cPGVAy6+pusUmNtFP5IGOYTv9yR3+wU9R9beJw7xyE0BOjQXkDDBoWR3Szp5ZUkDuFhItq1rTwR33aAaU9P5HdxFxtFfvvkp4iMOiHgV/Kb9e1MgFcE8tt51TAyfNfeY1L0d3pO5Xkre+gwh+9/LIzsZuO+dYCAbl18J2tS0hVJN8qSEPLN90R++wZXJVb9FfnNfBFEEQdMqdCBR3NdtOQei4z5IPMQLKKAEaEN8E7VbmDR35W9EPld2WeYxkcIEAKEACFQ0REg8jswZ9BOfucabftillwy2ZqLtrpq0HI+PCLsARybci/j6bQdSLUa0FUfh7eju6G2JswDC8qruiO/f/hRhYOH5c/T90+wonbtykd0u0OK9vREfhP5rfw3hGr6BgG/k99sGGcvJmHKM+9g7szJaFC3eoVLePnu4lXSbFS2yO+vl6vA3jo7liA9MPMZi29WnwKrdKNUAJIPqhD57QNQFZr0F/l9wXwTR0w30EEXg1h1sELvKm81Ir8r79zSyAgBQoAQIAQqBwJEfgfmPDqT34Hppf+8ckd+vzzbVVu8Z3cR/fv6P5AuUzDib0My6mjCpJOf/ii0pyfym8hvf1xp1EdxCJQL+c0csmuA9+3WBvsOn8aMh+8ukEIJ5CljkevvLF6Fj+dNR1REGG5kFWaNDmS/nX3LzAIMuUBsDAqkS5YsA046kd96PYfZL7pGfm/6g8PWvyHpffftBfTq7pu31uxh6mauGYLgG/sVac786SvDneeA9GwTRILen9AjKkyLzGwTfLnkH7u2Dd9knioY15xqnfBwVAu/jjPQOtNrVVDxHHLySv+yr0qY93UjAw0n8ocQIAQIAUKAECgvBNKzTAiEx1J2vw8UX8prLhz7ZQEEFqsAo7lsp4XZnuPXtcDuPRyCgjjpBHKHtoEwQs98CAvWQKPipD2sxWpbsc+86HqKsk9PEYMHembbXe3raYCKB6pElWxrXc4l3HNlU0HF7kHx+LnmkJIblrEG7enlAAbr1BBFEQaT/19+lHEqfdKc7cHCgjTIyFHOrdG+yydTUamNlhv5zVC1E+CpNzJlOuCBirg7zfK8CvaDxfTGPvpMwMnTNpTDwzg8OBGoU4vDrj0ivl4lf6QceiuHQf3lN+t1m0Ws2SCvN/p/HHp09b40gk7Dl/lBKlDXUyD7xYhAVira+g5kTJX6ptOoYDT77kFoW3YSBp6X6x4y35KaTkCUWqfUzUpXjz10sRwG9k2KpwNkD7BBOteoHk/tUH1CgBAgBAgBQoAQcI+AwWgB5+uEQwrA9/WzmgIXAqqKRs1LgUrWMkZurPhBxPZd8j3mpHs4tG3l/T2mLwHUanjwHAeTWZAkBllZ8pWA/YfkvU6bwqNxg9J7kp7O9vUiklNsfdSuwWHaFA56vXubIkREHFkCsyh/SfFh9R64v0rT0juioCXt6eUgMY1rNmvW/JcjCiCs1FXYzzr7HWHXjNJi5yuU1qd6hEC5kt8VCX53xDfzPynNUJGGge07eGzcLNdeq1YNmDbVFu24dx+Hv7bxsFg4dOlkBTuO5VzmzlfD4DTsurVF3DfB+4QdHZEqn+VFsiflgzvr1deyJ0VlvF8Vd2u5JyQqP9QBkj0pT/Spb0KAECAECAFCoGQESPakZIzKo4a3ZE9mzWHRsPIRtLpFxF13en+P6Uucikp4uX4jjwMHeUREQJI7adyobOcYVqxS4dgJ+YuBLp0FDB7onkDMEcxodOkbl6E/GdkaT0W29iUkoD29HN7wYI30YiTbUPoTpz6dMD8bp4SXfgb8P9odkd8KJt5Z6sSxSUUjv9dt4LFzt2vikdkvK//hfftdFW5my2+0DeqLGD/OCrMZ0n/BXpIQphulggXqgypEfvsAVIUmfU1+78i7ipHJG1y8OVprDCL5/27kN5HfChcoVSMECAFCgBAgBMoJASK/ywn4Err1Fvk9+3UmnyLvrG0bEXfeXvHJb6sVMBhEaDUctF563Hb3sqBmTRGT73OPF4v8rnvxK5fI73nRXXFvWCOfLi7a0xP5XdwCI/Lbp5cfGc9HgMhvBUuBJbhcsnytrGZ8bLQk1RIUqkBcS0Ef/qqy+U8eW7fJye+gYGDm08rJ763beWz+Q25j5HArTp7iceiIjRQPC+UwepQFtWoUvtFOvgbcSOdQt7Yg6bgpKXSjVIKS9+sQ+e19TJVa9DX5zfx4InU7vss+U+DSi1HtMDWipVIXK2U9Ir8r5bTSoAgBQoAQIAQqEQJEfgfmZHqL/P79Tx5bnPap94yxolHDskVI+xs158hv55PXEeHAqBFW1HTYJ5fGx0+WqpCYKN9Tt28r4o6hRb8sWJ97Cfen/FHQXZegOHwfO6g03XvUhvb0crgo8luOB5HfHl1OVLmUCAQM+W3X/2bjsCeTLOWY/NqsokV+M7mSxUtUuHGj8EY57m4LGnvwsvfjT9W4elUOc43qIhKvyG++UZEipj9mu/l+vkyF8xcd+1R21ItulH5dzgWdEfldPrizXv1BfrN+jhjT8HdeMgYG10RdTXj5DThAeibyO0AmgtwgBAgBQoAQIASKQIDI78BcGt4ivw15wLvvq2E02sap1QIT7ik7Sexv1BzJ77PnBHz6uWtOmPAwEU9PL1tE+8VLHJYuUxVIxeh1HO6/z4zYmOJHnGLJxc+5F9BMG+U3yUPa0xP5XdyqJPLb379S/83+Aob8rqjwVzTym+FssQD//MvDaBTRsoWIqtGeof/ybOVJ3V550YK9+3n8ukYeKa5SAS8/z5LWFN833Sg9mxtv1Sby21tIem7HX+S3555V7hZEflfu+aXREQKEACFACFR8BIj8Dsw59Bb5vWETj793yveM8fHA1MnKTygHAkKO5PeGzcCfW1wlR5mfLz5nkQj+spTsbJaziwevAtq3syJIr+x0dVn6LE1b2tMT+U3kd2muHGrjTQSI/C4jmhWR/FY65OMneDCpElZEcIiLEdCsqYhXX1eD6ZaVVHgeYOT3n1tU+HOL641YyQ2fbpQloeyb74n89g2uSqwS+a0EJe/XIfLb+5iSRUKAECAECAFCwJsIEPntTTS9Z8tb5Pe3K1U4cdJ1z+hJbirvjar0lhzJ73/+FbH6Z5VbY2yfzPbLxZWcHBF79vJSdHfrViKiIgtr5xqA3bs5iByP6vHsVLXtu2spkBJrsgj6qtEiunYpf9kY2tPLZ5lkT+R4UOR36X9vqKVyBIj8Vo6V25qVlfz+4ScVDh5yffjo1VNERJiAX9a4v4k7gnTnHVa0bS1KUea/rXWK/OaBl1+gyO8yLj+fNSfy2/vQGgQLcgQTolVB4JyOPLDv3s44gEOmVLQMi8Y4XUPUV0ci12rGFWsO6mjCoeGKfjpmj7S5VhP+zEvCCXMG2JU7KawJolR67w+kklok8ruSTiwNixAgBAgBQqDSIEDkd2BOpbfI76Iivx98wAyTaEUQr/z0sTNSR4/zuHAR4DmgUQMB9euXjCUjl9PTOcTGiFB70LWz5venn6tw+bJ8X929q4CB/YVinWBBaJ99robJZKvGtg8T7rWiXh0ROTnAosUaZGUXEttDBglo3FDAwkXyQLVbWogYMVxB5JqDN0mWHOmvBHVIyUApqFEc+c10yI+Ybkj7l/GhjVBNHazAYuBW+ezmMfxpuIJwXoNRoQ3QJ6hGgbM3rHnQcyrEhQZDEEVkGyrWqQZfoU7kt6+QJbuOCPiV/DbkmTBr/lKs+X0X7h8zBE9OGYU9B05g4hPzJJ/sn1WkKaqM5HdWFjB/QdF3eJaskmWrLqqwLNO39hdQq2ZhHaZHdsFB83vsaCuaNC75LTS9JS6fq4HIb+/i/njqNnyffVYyygjppdX6oKM+tqCT26/+hn3G1IK/w3kt7gtvivczDkqfqThOatM/uJaLY7/mXMAj17fACvn1VE0VhD8S7kAVVZB3B1NJrRH5XUknloZFCBAChAAhUGkQIPI7MKfSW+R3bq6IJcs0uH7dNk4mCXJpyC6sCT8i/V1DHYrF1Xqjta6qR0DsP8Dhx1/kgVv3jrWgYYOizazbwGPn7sLAk3F3K8tXxSzrz60nAAAgAElEQVQ6k98savvffTyYRAk7TR0bI6B505L3wb/8xkvtHEtcHDDxXgtWfqfC+QuFhLpJbQLPcRjQVe32xPWrL5UcdMb6uSmYcPe1DThoTJO6baGLxvKYAahSxoCaovb0n2QexavpewqGGMnr8HvCMMRVUAL8jRt78dHNw7I5Wx47ANG8Hvdd/wNX8l8qDAqrhRXVByAnz7OXEh4t/ApUmcjvCjRZFdhVv5Lf7y5ehTo14zB8SE+sXrsVqTcyceb8Fcx8bByiIsLg+H1FwbQykt/nLgBffOnB622nyerWRcCtA1zfZJ89z+FaMtCyhYCwMGV6ZER+l8+V4A3yW719LbhriYBGC3OP24Coar4ZjGCF9pcvwJ85BCEqFpYeQyE0usU3fZXC6nfZZ/BE6nZZy3hVMP6tOUr6jEVWdEj8rkTL7Io5W/teWAUB828ewN68FDTQRGJl9uki29bRhGFJtb5ooo0q0b43KmzPS8J2Q7IklNQ3qIaM4PeGfV/aIPLbl+iSbUKAECAECAFCoOwIVBbym9+7BZpdGwGzGdZ2PaVnV18WURRhhoCPbx5BlmBGOKfBwxEtoS7mVKEn/niL/GZ9MqL4yFEOLPnl5frn8FjmFpkrtdSh2FljhCfu4c131FKktGNhea9GFhENfeYshy+/kZPlLOqa5atieatKKs7kd0n1i/p+6ZcqXHAguO31goIBQ67tL5PGhPUD1uF6Vdsbg9jUGNy6cTA0Fo3M7Ku3bYH24jFwKhV+aNMMa4ON4EUOQ0PqYLBDcM1LabuxNOu4rO3I0AZ4r2r30g7D5leUHtczjRAEOelf88IyCE4BPE9EtsKMyDZl6s/fjT+9eQybci9jZ16yy3gmRzTDdsNVHDely9x6I6YTJgQ39berAdkfkd8BOS2Vzim/kd/pmVmY+canmPHw3ahfOwH2KPDO7ZpJZDgrZy8m4ZvVmzFj6t0I0pcx+4Ofpqoykt9mEzBnXunJ77tHMm3w4o9xKZ0eIr+VIuXdemUlv3XfLIBq+9oCp8SQcBhmfQaEFU3C8tcuQ7tqEfhj/0Ks1RCmkQ/D2qBFiQPTLXoJqsO7ZPXyXvoUQkKdEtv6owKTM1mQccClq/O174WWU+GC+Sa6XVmtyJW1CbfjxbRd2GfMD4lR0KqZtgo2JdyhoGbpqogQ8ej1rfgp57yLgW9iB6B3UPXSGfZzKyK//Qw4dUcIEAKEACFACHiIQGUgv/l9W6H/dI5s5ObhD8I8YKSHaJRcPVcwY/L1v/CX4YpL5ba6avg1/raSjSio4U3y27G7op6hz9W6FzqW4VFhcZevikV9s+hvd4UlqHSXpPLZlt+h2rZl4CwmmHvcDtOIh2xaJE7FW+S3OxkY5762ddmKUw1PyT5udrw5uuzpUvBZp9y1GJk5X/p7ZfO6eGhoV1n9/6vWG7eH2PZNA5J+wTHTDdn3TG7mTK17FKLtvpq7PT3bQ9S4sMylwaMRLTEzql2Z+vNn4zfT92Fh5qEiu5wU3hRLb8pfKLDKj0S3wPNh7f3pasD2ReR3wE5NpXLMr+T33IXfFER5M/J7/scrMG54f4kMZ4UR5I51KgLSlZH8Zrhv28Fh02b5Q0VkhAhDHiclz3BXmBZa3TpMG01EdjaHtm1tWmZMW620hcjv0iJXtnZlIr8FK4IfGeTigPm2e2EeOt69Y6KIoBfvBXcjP8Mq07VTqZE7bwXE0IiiB1NCX9yN6+AunIBYrynESM+OSJYNwcLW76bvxzuZNvkSe2HHEi/VHg9OUrcDel/5CafNGQXfs0/dHYbcUf0udL3yg8euna41DsG8PALEYyNFNHgv4yDmZ+x3++3AoJr4PLaft7ryqR0iv30KLxknBAgBQoAQIATKjEBlIL91/zcLqoM75FgEhyL3nR9d8RGsUJ08CIHnIDZshRKzIzpZeOz6NvyQY5Pdc1fWxg9FKw8lRNzZ8YT8/mOLCrv3cNDrRPTpJaD1LUXLfxT1jJlYZ2L+EzQAwQpREMCpi37OZbmnWA4qxzJ4oIAund0Ha+0/yOFHpySVHXLXYnQ+gWy3Y+k3HKYRU10gcUd+W0UB8zMOYLshCfHqYIwPa4IeQTYOxF4OH+Fw6gwPjRpo2sSKOrWBZV+r8LdwGdu7bEducC5qp9RAp23dEJYTJjVbNuYLWDRyEr+GsQru/Hm4FD3fsIGIB3YPhcpkCxVvM2UYLkSGyvrtGZSA5bEDpc+mXd+G1U5rpp2uGpbF9HPJJbQ25yJmpO1AhmBEV10cFlTrLknTuCtF7ekHJv2Co05k+wfVemJ4SD1Fvxfrci/iy5snkQ0zBgTVxGMR/j/9W+filzCLRQf+fVKtN55K24EsIV+8PX9kM6q2wROhrRSNs7JXIvK7ss9wYIzPb+S3M9nNorznL1qBuc9PliRPWKHI78BYFJk3OSz8UA2zpfBhpEkjAWPvFnDyFI9vVrgm3mOJQNq0FrB+o5wwb3WLgLvuLH0UOJHf5bMmykJ+iyYjQh53Pb5ZHPnNn9gH/fvPugzWNGwSrH3uBHf1EoS4moBengCFS76EoFfvd2nH+oLJCM2mVQXfmYfcA/PtE/wKKHvQbXV5JdIF+Rujl6La46GIwqj2RZmH8Xr63mJ9uy+sCR4Kb4FOV773eAzHa41BOK8Dk2A5ak6HDjzuDKmLptoqHttybjA6eQO25111a4dpMq6J9+1R3jIPIN8Akd/eQpLsEAKEACFACBACvkGgMpDf2kUvQn14txwgnR657/0q+4ydiNQvmAFk2rSXxehY5E1/R/q/0uJOUsKx7Rex/STCUHVoJ7gr52Bt1wdijJyQZfV/zDmHI8Yb0HI8hofWQ0NNpMwFpeT3xk0qbN8pj4oadZcVLZq7J8CzBZMUiXzJkl3QH4sIZpHBrGiXvAb1vzZZFKF2I+RNnQ1ERMt8+zLrJM6YMrF3pxYNTzdCRHY4WLLJAf0K96cXL3I4d4GT3i107miFTsdhyTI1Ll4sNDU190XUz/xbDr1ajdwP1rlMR1SoDjzHIyvPCJPZ1s+DKX9iTa6DQQC/xQ9Fm/yXD3v2cvh1jbMuuRXmWmkSBo4lKj0Kw3+9S/pozcA1SI6TP4ezKG4WzW0vwVMHFPy7/rQRuBGsk9lrr4/Bz3FDpM8OmtLwv6trYRRdtaib66LxbbX+qKoOkuQX70guPOXL2hZ32rSoPf05UyYeTN2C4/kE+NSIFngxSlk09CbDZUy89rtsLA9GNMesqA5KLxGv1CvqOqumDsILke3AZGMYSf9Ayp8F/bGXBFvqDoPe7JvgJK8MzI9GiPz2I9j/4a78Rn4zjB01vdm/s3PzJOiZzAkrLBmmowxKRZiXQI38NhpF/P4X0wnjER0toGtnETVrlJxYg2H+xxYef21xJbh7dBOkxB+WIpISV6kC3JCfkiqYQqaP1r2biLatrFCpOezbZ3vwadNGQER40TNN5Hf5XAVlIb+Zx0GzJ4O7ekHmfN60uRCauX+Y0b85DfyFEy6DFeo2BX++8JiYefSjMPceJtVT7doI3TLbET7nYrrnSWi/ftflc8Pc5X6NAHf3YMicejayLR6LLIxM6Hzle1w2Fz7YszosIeaY0AZItOSgtbYq+gbXgBKS3HnQTbVR2JwwTIrOZhE09sKSaK6JGypFztTRhCO0lJHhjsk8nftm0RfsIVYDDkGltO+vK4DIb38hTf0QAoQAIUAIEAKlQyDQyW+TKCBHMLlEyDqOVr1zI7Rfyp9fTYPHwnLHfTJQ3EWIW3vcBuPYJxSD1z5xFa5a8sWhnVqpwOFEzbGIeu8ZJKWcQ55ajQY3bsJ037OwduxfUPu9jANSxLK9qMHh9+p3ooGm8GSmUvLbnfxInTrAqOEWhLoPGEauYMGnN4+AbT9baaPRP7gmEq9w4NavQsN/P5GNSmjeEXmPvl7w2dNpO7A8q1ASJITTYGuN/yFOVRhM4xzlHR4m4uEHrQgOAQ4d5pB2g0P9eiIabnoNqj1/yfrL44LxVqM1GH6nFfXq2PbZe/dz+PlXG4mt0wNjRlpRt46AGhdd5T3GhjXCo+Etgavh+HalGgaDfK9+SwsRl/ruxTtu5BPvXT4eWrMWlqbJ+LLDbwUnRtnz/QtXb8P1v+JhMolo1FDEmOuvIOz4Vsmnud1a4q3u8ujol6M6YEp4M8BogKgLwra8q1iZfQZnLJk4kp/40j5wFpHNIrOZT++68YvJo4hGNf74i8elSzxYgFznTla0be5e89tul0VOszXJTscqLU+l/o0VTrmPmI1Ldfwb7PRc6k58lX1S5vbian0wNKS27LOjxjRsMFyGjlPh8dhboOdUyDYUQawoBaGS1CPyu5JMZIAPw6/kt13ne83vu3Bbv854dcYkHDlxDhOfmCfBdP+YIXhyii0JXEUpgUp+f7JUhcTEwpsHe5M9fZoFEcUoSNgxL4r89tacsHsaS2bCCvv3A/dZiyTmifz2Fuqe2Skr+c0nJ0L7+RvgL50G1GqYRk+DpbstosBdcYxIsH8v6oLBGV0f2HNfXQaxaixCHhnsIg4ixNSAadRU8FfOQ/vjZy5d5U1+GZwhG3z6dQi1GsJ6S6EenmcIKavNjpqyI6fOZW50Z+m4o710TPyuIPu3/bMOuhj8FC/H7P3Mg3gr3b3ESFEebas+HPU04ahx4Qu3Uir2dk9HtMb0qNbKBuZQa6chGSOurXdpxyJZWFKlM+ZM6bs+wTXwZUw/8IUHVT3uy5cNiPz2JbpkmxAgBAgBQoAQKDsCgUx+P5e6A19l24jWaJUeS2L6gj3LuSuqrb9Bt/Yr6ZSiue9wt7KAwdOGABazrLlQowHyXvhYMZBrcy9iskO0qb1hTI4Biy5Y0aFKfYwQjmBPdVtS+toZ2fj+uz9Rc9gj4FMSIcbWQHzMZQj2jVu+gcciW+FZh4SESsnvOW+wk8Xu3R9yq4DOnUo+LXzgEIfVP6kwLn0O2uT94WIs9+NN0mcsiSKLyHUuT0a2xlORhc+7s99QuwR29eopoF9vuS8sOl738csyc7+EPYytoSPZVgfPP2NBaiqHRZ/Io7fZdzOfNaPOZVdf7Mai06IxeNMQ6EzyiOxGDQVcH7wPTPvcuZysfg80gho6HaQAmu9yzkhVWl1phC0/yCPLLvfZji3xR8GLIp7YdRQ3O/fDZ7p0cCKkk6jPXciF7tM5OBcehOGj++GikyyKY98s+v987fF4N2M/3nEIqrHXOV/rXixZosNVh2B0tYbDm7N4GCwml4SXihezm4pPpv6Nlc7ktyQt6V/ym9Eas9P34OusU4jgNHg2qq0U7V1cCQ/WSNcVkd82lIj8LsuVQG2VIuBX8lupU4FYb/XarXjpraWSa3biniXlDETym0V9v/6m6xGaPr2s6NOr5OjvS5c4fPaF8iQiZZ2vBvWB8ePcPwkR+V1WdEvXvqzkt6e9unvAl96MOD1sM7vmux6EucutCH7adtzPsdilVbjEswh6/SGX79lRTi4lqeBzS7chMN0z3VN3FdfvkPgdkizy9PJ1NeFgsieHTTekIV40ZeGAKRVn80liu/G50V0wPqyxrC+WKXz0tQ1u+2dRBO6OKF6uPUGKoqh+4YsS/WbHL02itSAxUr+gGmBHIUsqh42pWGe4DFEU0U0fh+5BCRiVvAF/O8mhPBPZBo9HBqa2HZHfJc0yfU8IEAKEACFACJQvAoFKfjNZEJb827HEq4Lxb83SB3UxopURro6FBZKYxrl/bt1rvI7NhkTp2blHUDy66uOlptvykrD7r6/A30jBsJOX0SIlvSAMYdbEMVgYKz/t2/NiMn5eYZOSYLvGKs+Oc5n0qeEt8GKVwtOcSslvpvf915aiI3sZgazXF7/G7NHjwzI/RI9ceR4cMSQchrdtn7Hn2boXv3IxNj2yNZ7OJ7/ZNmPWHLVLHfsWhEVe3zHUCq3WVoXNR9bGP3At0YSj+m74J7gwSKVtaxHp6cD5i67je+gBC55X/45NuZeLHJxzkkpW8fYhAuq3yUWXxB+QLRa+CLEHlHyaeRQ3RTOieB3uD28mzevmP3hs3V44p/tu2Yf9rffJ+h0aUgehnAYWiBggRmDUy09K3999Vy9saFCj2AnQcLwUzMIkTrolrpb5NSS4Nt7S9sWCha48wh1DOHTsaPEq+b0+9xLuT5G/AGHJJedU6VS+P1QKeifyWw4Skd8KFg1VKTMCRH4rgHDPgRN4Z/EqfDxvuqRPziRbWGFR6gFJfpuA1+e53shZUhH2n5Jy/ASPX9aokJMjIigIMBiUtCpdHfbG+oVnifwuHXq+aeVv8ptFaas3rlQ0GMMzCyHWaQKJMLfK141x4rOwdrId1dSu+gjqP38qsClWryfpGToXw1vfQQyTaxcqcqSESkVlMK+lDpVpFzqaYQ+U8ZpgPBTaHBPCm7r0YBEFNL+8HNmCPBKIVZwW0RJ/5iXJjieyhz/2EMjK6GsbpSQ7xZW2umrYZ7wuq/Jt7AD0CqruMSTuyPZhIXWxqFovj235owGR3/5AmfogBAgBQoAQIARKj0Cgkt9vZ+zHAjdRsGdr3QM977onU4IAf/UidAtmgMtKl6qLUdVgmP42UM1Vk3ur4QrGXLNFPNsLS1DIJEJY0Xz7HjTb1rh0O3pEb2ys7/qMl/7mNwV1h47pj79ryXXGF1XtiWGhhQkJlZLfzOiOnTyYvjWTE3Eu941nEiFFB2oJAvDKazY848zn8ETqFKglQRRbMU5+Cda2PQv+7nzyV1zW2TTT7eXJK7fiqW62FwOsfPixCinXiybkG9QXMX5cof41k0L5/kfPgsSefcoCTbAVs278g+9zzsLAknQ6nceMTquKO9fcKfnEyPc+PQX0zt+3r9yVhSXpJ5ATnIOmmipY3KUF/pe8DuyFh7100sdiddxgbP6Tx9ZtheT316O+glEvzz3kjPuiNTsw5sh5VHlmLESFsiN7a46CQbBIsiM3BRPqqMPxYHgzZGTwWPCBKz7DhvDo0NHsVfKbjePXnPNSZHy6YMK40IZS1HVFKER+y2eJyO+KsGorvo9EfiuYQ0etclbdkQw3WEr3QKOg2zJV+WSJStJDsxd2H5s+zYrIyOIjvy9f5nDwCAdjHlC7loiQUGD5Ss9u8J463rABcO9YIr89xc2X9f1BfquO7wV/7hisLTqBTzoP7ZdvKxqSaezjsPQYKkVfMD1Ee3S4tVUXGB+aLbPBIsDVx/fC0rwj1Pu2QrPGNQIkb8ZCCPVciWZmiB2ZvGHNQySvk7J4f3TzCLIEIyI5HR6JbAktV/y10ejiN8hxiNQoaYB3hdTDqsa3IiXdAKGIS/XNjH1YmHHIxdQLUe0wJbwFlmWdkLKud9fHS7rh9pJuzcMjqVuxxZAERrK7y0oexKulB1nHMiCoBr6ILdR+LGkM9u/bXl6Ja1b5W7MHw5tjVhXPk9BcMN9EGK9BtCpIafce1yPy22PIqAEhQAgQAoQAIeBXBAKV/H4/4yDeypDL0nEc09Qeg1A+P2y4NEhZzFDv3gyWidHCdLhZEiVW8nKg/usXcFYLLF1uxQOWI1ibe0nWQxNtFH5PsOXJ4VjyzPlPgMu5KavzXL92WNy+UIaPfdkg7Sb2fFaYfPN6sB733z0I26qFgOlJs1N8j0bINaM9Ib9ZH2fPA8u+ct1DPzfDjOCg4jWf3/tAjRu29wGIsl5Dh9x1uKW5gMiurSA0kp8unPlhHjZ0+BPXYq9BZVGh2+6uGHsiEcO7XJbwFKvG4WoysPK7QpvupomdUNbrOdSoLkrbjv/7TC2T9Shuaps3EzB6hDz4bGTyeuzIS5Y1a3imIXrusAWIsCjyO++wEe6rfuBx5Kg8Ol/schFLG8pfdrC6mxLuQLWbVfDRx+qCfcTK4SuQHSrPK+Tsb3xWLo4t+hED7xlYIIFjr8OSXDKtaufyTFQbPB7h/jTnok/USHYYHpN+efMVNQwWo1vym215/i/zMJKtuQjhtZgc1rRY3Xy7L+zEa7bVhCoqPdj1VpEKkd/y2SLyuyKt3orra0CR3+mZWZi78BvMfGycFGEdCMWuU+6YiPPsxSS8MPdTvD5zMoJCowLBTRcf8vKA9ZtUOHKUQ40EEX16CxKZXVxJTOLwyWdyMo89Y1ldkz17NObmTUUcPV78DWnSBCvq1Hb1j2RPPILaa5W9QX5z15NsD+yA9GDumJ3e+SinpX0fqP8tzIAtNdIHA3nuk/QIDW9B3pPvSIlZVOeOQahWXXqAdS6i2QT1rk3SA5EQXxv6t12TBOW8/xs4rVxjT3qAzL0sHaVjsRmsRKp0yLAWRk6wKOlf428rFnPnLOTsiOCx/Gzm7hoOCq6FNU1uK5b8ZtENC9xo/12oPV4itZWWl2/sxpKbhclEu+njccR8A5kOY2S2WmqjsT7hdqVmC+r9npuI8Sm2+bfjtybuNim5ptLCsJqY8nuBHnoPfQJYJLonyXCU9kXkt1KkqB4hQAgQAoQAIVA+CAQq+c0CBwZf/Q2nzRkuwDwR2QozHPSxy4ocI7KD3nocyM3KN8Wh/yN3Y2+o/BkwmFfjdK17CrvLM0C99Reozh4tkFO5GBGC/vcOQmqITWuE7dZ+XLEZvS5ek7lpGTgKxmGTwPHugz48Jb+Z8R9+VOHg4cL94cD+VnTvqkCeM5HDilUqZOfzuS2aixh1l/vN6verVTh0hJOirFWigEfTHkUt84mCsRmnzIK1dXfp7zyjiK3bVNi+o+hn6fh4YNJ4M1QqDlu28dJ/7krD+hyaNOQQFGJBi+Zy4ptLvYq9fyzH/9pFwqKytVeb1bh9/e2okh6N5s1E3HWnVdIRN5uBOXNdXxIcbnYI/7T/x6Vre7R/8jWWrJOHyQQcq3Ma7we75h9ybBxktiDp3ZXYXb0qbh8zAOZ8v1jQyYLorhifYpPBcSyvR3XBxAi5PKP9++xsERs2q3HsBIfaNYG+va1o10KH65nuye8xyRuxNa/wdGotTRj+SrhTSgxZVHkubQe+yk9myvZoS6r1QWe9617Q3n5dzkWszjkHIwQMCaqFu8MalvVSLFN7Ir/l8BH5XablRI0VIkDkdwlA2cnvkbf3RofWtjfjjuR3jYSif2QVzkHAVPt5rYiNfyiTRVHqdLMmHB55gMe1FBGHjoqoVYPDwsWufQwZyOO2ga4EuVbNw2wV3Ek/K3WB6pUCAYY7e4FuMguwZmcBpw6CS6gLLq4E+QurFWJOFsTE8zC+zojmwsymupc/BF+rAczffwbLuu+K9IoLj4LmnkfBNW8H46P/c6v7zRprH3sVqk59bHZYGIbTG38h8TzMrz8O4aZtI8JFVYWqbVdYfv/F1obnoZ3+OlRtu7n4kms1I/ro0mITRLJGuxrdhdb6qsUifN54E8szziBOE4S1WZfwW+aFIut/VL0npsY1h9nMYs5dC8t4f9mUhY6nf5Dpe0+Jbob3q/fweKb/zE7E3znX0FgfiZER9fFU0t/4KPWIzM7TMa3xWlzptPMOG9Lw880LYI/2D0U3RxV1CUKOTiPocno19hvkMixz4jpiRkwbj8daUgMVz0lLyGIteePlzhbTO9drfXtKpqQx0PeEACFACBAChEBlRiDPZA2ICE+dhpeeke1PDNa/NyJ78Rv4oENTvNbLNXn4xnpD0TPUcwk5d3Np/mIBLJt+lH31Ws/WeKdLc9lnD0Y3w0I3z4ZidhbyHhpa8Hydo1FjSYemsI64H+OjGiFuz06YF81x6Zqv1wS6V/9Pen52Loy4Ys9BVg+3kRcvCTjxf6txS61MVKsZAtXgkUUS7M59ZmWL0Ok4aB3SXAkXT0vj4ms3lPYFaWki3l8sIu2GiN7ZKzA0a7HcjFoD3ee/SyQx0xq/nCRi3rvFD2JgXw5MwuPcRRHvfOC+7tRJPNq1UsFsEWQnOa0nDsI0Z5rkw/VgHZa1aoiT2k5oeqop4rQ8Js1pA84e3Q8gO0fEs7Nc+zDoDfh2VKE0DbPHdtHXm09CqMo179fKjDP4MfMcVOCkoJ6fMs+7zOHXZ/MwzKRHRnwCFjaKwSVTNt5N6AZVjg637PkJKTEpBW0iMiPwpXUkbu2t/Lm3qD19itmAWse/dPFnXnwXPFFNfsLAXmlVxlmMv1QYYMM+j1EH4VKz8W5//n7OPI/RFzfKvnsnoSseqdqy3H4ubdcMYC3qqG+5eVY+HbM9mEbFw2RR/iPCfoepEAKeIOA38ptFdU99bgEOH3fV3HV0uGXTegXa2p4MxFd1S4r8rl/bVXfNV7742u7KH63Y9JfyHxxHf9jb7YfvV+PPbQJ+XmuVbvQtm/GYPF6FYAelAosFeOgpV73iEXeoMKgf/YD5eo49sS+ajMj96HWYdxYmEtF06oWQp16XzAjpqRCuJUFVr7EUOW1c/wMMSxcU2YWmY09YL56FcO1KiW6EvPAONK06wXJoD3I+mA0xM/98o0NL/chJ0Hbpi+z3ZkG4dBacSo2g+5+Etv8dUq2ct56D+d/tsr60fYciePLTELMygfDIIh+wt2YnodfJn0v0c12D2zAoolaJ9ViFq+ZcJBxyn+ldz6vwUnx7PB/nXqcu0ZyDoafX4KDBduwwiFdJeoGsRKt0ON1iHKLUrtHrihxzqMQ0xUef34TV6bbf6RGR9bCi3gCoPIgo97TP4upzez92+frRai3wQS3PiX5v+uXOlpv3L77ukuwTAoQAIUAIEAL/KQQC8l4rWJExprdEuh6tFoHuk4a6zMkrCR0wK74wQWRZJi17zhOwHP5XZkLggKlzX8aq9LPS58Mi6+C7ercWeSLQfPhf5L7/CsT8ABE+JgHBj70MdaMWUnsxz4DM8QNc3Axmz9m3Di+L+7K22a8+BsvRwmSMqobNEfa6E0GtoDcx4wayZj8GIdEWYKKKr4mQl94DXzVWIhjPnBehXbsEEVtdk78/G7cBVk6LsFBIe1lGIv+9y4LozR+hY86vyOEjsSbsQRwI6nyyhlgAACAASURBVCvZbt+Gx0MTVUjPAGbMct3Tdm7P4YF73cuiZs9+DJYj8uST9uFJL1IiohD+0ntQ1apfMOqnXjIjU65Wg/AwoN/TSRh9fiNyBAsiVFqsqjcQ/S16GD6ZD/O+HdLYgx+cAXXrzi4Idj2xGjtz5NH9UQYjzi38HgseeQCzQwtlCxeGD8D+j2riYMsDMOjzoDVp0fJYS4zsG4Q7Bisnv0VDLoSLZ8DXqAsutPCE/2ljJhod+daja+aVpD149ar8GmAGctpMBjvx4FyGn12PHzPkhH8VtQ5prSYpWF1UhRAgBCoLAn4jvxlg7qKoHYEMRNkT5l9xmt8CV3bCKVAW0+EjHL52yjnIjlwxwrqkMqCfiP69S6pl+/67Hzn863Dfr1YVePwRARq1a+R3VJgWGTkmiKXj5JU5RLVcEKgSpkXufFfymFUUHpoFbu9WcHvyZUo4DuJdD4L7voSHVXvqdAV4i/ogCB/mJ+Yxm6B6eLBLBLh15ofgP38TXLI8c7r1ybeAZu2hmjoIMJvkvdWsD+usT0v0INmSgxbnV5RYz16hja4qzlluoq0uBjOiW8u0tu119ual4NbLhRqK9s+fqdIGz0QXkt5VwrVIzzLJTjuMurIBf+QmFunPg5HN8Ea1Lor9rSgVm5z7FqlOuuFPVmmN56PbeX0ILGqbnfLMySutzpOI6PDKcz/wOsBkkBAgBAgBQoAQKCMCaTeZ/Fz5a/tGh2tx46bJFvmdlQHVdBshfFOrQe3po1xG+UFsD4wJb1TG0duas+dtfr3Thu2WTrA+Nle5/SsXoJrlRPyFRsDy7g/gWGT3zXSonrzLxZ5wxwSId0xw+Tw0SC1FORvNyjds3NVL4F+a6NrH1FchtvMsyIH76j3wW/JPdtotduwD64MvFdjn/vwJ/DcLZf3lcmF4OY4Fu9jWVGgI8NJzIvjP3wL393pZ3c+j5uCovjt6dRcx5FbbV0u/5HDydGG1GtWBR6eIiAjVQKPikJlrhsVSeKKQnzYUnMFV0nFtgxqYfEc35GrUiBX06LG9P2qlx6NlcwGNGgC//MYh9Yatn4gIYOwoEXXyY29MghU5N1U4fATo8/tk4LLtBYi9SPuemoVkerIlFy3OL3e7Vlav/B3DR/dz+e7R3ybCcENOKj87XUCVKsquRW77OvBfzC+wKwybCPF2W5Q2k6RpeX4FmF+OZWftEWiojXDr58IbhzA7bY/LdykNJrmVRhyTtBGbcuT7RUaSX6rvupaVX0RlqxmsV0l7PYOxtPuOsvUfaK3ZHiwsWIuMbKe9ezGOst9hKoSAJwj4lfxmjjEiuUenWwokRBydDVTy2zHBJdMiZ2Ng5ckpo5CUJk/o5gn4gVCX6XyfPs2hWjWgRTMBe/7lsWGzCiaTZ0f/e/YQ0K+34Kw8UeQQ9x/kkJ7Og+cFdO0kQKtzf/MkzW8/rhJDDrTrl4NLSURwzdow/ur6Fl56SImtKSXO8XUxvPcrRJ1NJkN1cIctuWV+MQ8dD9OAUQh53DW6xnzbvWDf6z6ZDdV+ucadpfsQmMZNV+T6Y6nb8EO2/AFSSUOWDGhX9RFIUIdI1XMFM1hEjlbk0ejyNy6JJudGd8H4sMZgGtmrck7DqLKiuzoBD4Q3K+iu+gXXSBVHX1ppo7G2FLrcSsZTnnU2517GBAedQYbp2rjbUE0d7HW3SPPb65CSQUKAECAECAFCwKsIBKTmtygg+JFBBUEaL/dugw86FT7DddDH4Ke4IV7DgZ3MDHp/BvhztrwtQmxNGB99HWLVeMV9aH770m0SeMOszyDG1ZbGEvzE7YCpMNcNM543bS6EZq4R7Eo1vzWbvoP6t2XgTCYIdZuAP1+Ye6bA+fycPyyXj3HM4277cx5o0BtTwV0+I/9Yo0XuwvxAmvxvtAuehfqULQLLChU+q/ImTuvkARUvPGtB1PSBLkE324KHY0eDaXjgPguC8lX8WF6sHbuYBA4k+ZWunQUpJykLhmCSDKk3jZI8jr1ov1kA9fa1Mj/PRYai3RRbYlJ7YRrg964Yj+tVryOp/XHoamajnSYGT4a3Qci2n6A6fwxCSBhSu/bHqRtN8esvGmiFXLxxzTUXkX1fZLf9SeZRvJruShy3SEnHiaoRsLiRtVmkGoxrG6ojMck2ztEjLGioVDI7NxvBT/3PZW0anv8/iPmk/GFjKp5I+xsnTOlSjqX3o7ujf3DNItezSbTitqtrZHmUXonqiMkRhdedY+Pl2afwdOoOmb1HI1piZpT3g2mUXoTJqmyszDyLPIsVnXSx6B3kHVkkpf0HWj3S/A60Gamc/vid/K6oMK5euxUvvbVUcv+2fp3x6oxJCNJrKzT5vXU7h81/FB5XqlMbmDTBgnUbeezc5bkEiUbL3kRbUb+eZ8R5cWuCyG//XTFBr00Bd6V4WSLmjRBTHXxKydIlZfKc45D70Qa5jrfFDO5aIlA1DqIuCBCsts2GU2HEN3vQw7VEBL3/DLh0m2Y02xTkTX8bYpUYxa6tybmII6Y0fJ19CjcFE3rrE/B5TD8MS16LfUa5FrWj0aciWuGRiFswLmUTduZnc2+hjcZDEc0xM3UnskT5McmJYU3wRVZhAh5my/GhrE3iKqQ4RUQ49jc6tCHereqqXa54oAFc8Yw5A7/kXEAQr8bE0CbS/31RiPz2BapkkxAgBAgBQoAQ8B4CAUl+syCNfdug+3R2wUB/HzoMO7t1R4IqGHeHeSfi2wVF9nzLMiLGeC7Bqf5jNbTfuUrL5b65CgiPkrpSndhnCzwx5kl/O5Oojv4oIb9VuzZBt+wtjxeDYdZSiHFFE6HMoPbL+VDvlGs6C807Iu9Rm1QjK5cucfjsCxWiLUmItF7DRW1zWDjXyNFXXrQg9FFX8jut413QTXioQPJ87Xoeu/6x7ZdDQ4G7R1pRq6ZtD1wliIPObECqWQUz56DBnZcL3cLnoHIg/d/s1hLzurtqW/fc3gtbu22RHXQYfCEF367chG01Y3HP8J64qbf53/LILei6txXmJbvZF+UHBdlx+DvvKkYlb3CZh37nkvB7PfdraXnOWGz+oTDwJD4OmHy/BWoFqieqo3ug+/B5l/4K9mserwhbAybV+HnWCWQJJnTWx6KrvviXP5/dPIYFGQdhhBWTQpvi+SrlQ3wbrGZszEvEo9e3wjHD00dVe+HO0LqlRKPiNyPyu+LPYUUYAZHfZZylihr5zdQg5sxzJZH+N8wqZYc+e07ZMSZn+Njb7sEDBXRob4sCZ0T6P3tsDwbduojo39ezoz1EfpdxgSpszp89Cv3bLEFl8YVFe1ir14Nmk+30g6woljVha6v4FySmSTNh6WDT1iuuaL94C+rdmwqqiGFRMMxaAoTka8mJAvjTh1h2SwgNW7okxSzJPvv+qDENY1M2F8hvtNRFoyqvx5+Gol8AMPLbIFqx6KY8eeTtIXWg5VSKIsrVHI+LtW1HAjcZLmPiNddM6+y7UE6Dn+IHo6m2ipLhUJ0iECDym5YGIUAIEAKEACEQ2AgEKvktoZabBdWZIxBiapRI1pY7yhYL9K89CN7hJKe1eQcYH31D7poogsvOhBgUCjAtzCKKEvJbu3Qe1HvcPMsGhQCGHECtASyuGtrOpPuZs8Cva1VIT+dQr66I24dYUdV4AUHvPCnNgVR0QVLAi1Db9uKBu3oRN1b8CPP5C7ikbYqNoROQx4e6jKYXO8ncR4D2+4+h/n217HvjtLmw5ke9HznCYdVqOfMbHi7i6Ses0K5YCPWWQplDIb42jFNmSSdn7SWYnVzNj6r/olUDTB/kmli+4ZlGON3glIuPKfO/RaNpI5CRT3zbK/T/cwBeO/ghGhsLtbBFrQ55s7+EGCHfI4xMXo8d+cE5rH3Pi8noejnFLQk/Iawxghb3hNlBvoW16ddXQK/uJcvccBmpCJo5xmUcedPnQ2jkmhy23K8NHzrwpyER917b7HYXzCLej9Z0xcmH7gSUaSK/A2o6Kq0zRH6XcWorKvl9PZXDB4tcX9f26SXAaAJ27PQ88tsRyqgooEaCiMNH5ST6gP5W9OiqPDKcyO8yLlCFzfmj/0D/4QsutYVWXSFyPMSQMFhbdoa1aXto1nwJzUYnrUHWMjjMdkTQkF10ryyi+/VvEfy8683d2ryjdATS0r637AGxSGOZaQh+8V7Zg7K1QQsYnyo66aZCOGTV7ri6Bnudorxv0UbjkMmWfNK5sCtnd42RYLIp9qhvex0eHDrrYrHDmFyiK+zKSaxTqIV40JQGJgPCQcSQkDrYkHMJTGJlfFgThPNaiaSfm7EP2wxJ6BtcAy9GtUd9jXutvBI7/w9WIPL7PzjpNGRCgBAgBAiBCoVAQJPfFQpJgMvLhWrT9+DMeRAjq8HS11WaQumQFJHfbiQ/oNUh9/3fpGd5zmJG0HS5/IeV4/D8+BH4OiEYsaogTNN0wJlFsRCggpm3aY9ER7PcURYgzwD1tt+kABtrj6EQmXwKkzfJyUXwC+OgMhbuTxI1DfFeVZarqHCf2ra1iDvvKAzSUm9YAdXRf6T9jaXbEFhb2gjqy4kcVv3AIzPTNVBs9sDNCF5WGG1ux0+s1RCGmYsK4NQtehGqw7tt/nEcek0cjKMxtoh7VhKuJiA2JRb7W+13mYLTC79Hw8dGuHze5mAbtDvQGgOyv0TXhFPQJcTCwnBIqON2Gr/JOolkqwHxqiCMu5COtLTLaFMnFxYHapbtd9bG345Zc1xffPTsrjyoTbvyQ6j/YtrqtmK9pQuMUwtPSihdZ8XVW5t7UYqmNopWSXryw6o90Ukf6w3TXrEhiiIaXP4GeULRydSuOOz7vNJpBTJC5HcFmqwK7KpfyG+m5X34+Dn07NzKI6i27jqIlk3rgelsB2qpqOQ30yib/YZallSPYTxujAU1qwOffK7CjbTSRX8XN1c1a4iYPEl59DeR3/5Z+aLFjOCnR4AzFiYb4bQ6GN5aBUEXLJHauo9fKnhQK61Xlr7DYRo5Ffp3ngR/5nCBGTE8CoZXlwH6IMWmNWu+AtMsdC65C34G8h94FRsrpqI7ve0BQTXwWGQrvJb+L3bnybOlN9NF442oTliVcwbfZskjNppqozA4uDbezTgg67GJNkrSuXMsY8Ia4e3oroqGkCda0S5xFTKshdqM8apg7K4xAiqubC+yFDlQCSoR+V0JJpGGQAgQAoQAIVCpESDyOzCnVwn5zZ/cD/17z8gGYL7rQZj7jyz4TP/u0+BPHyz4+8GhXfFdc7kUxMrv/sTAc0k4pW0raXYLnBrPPmVBiC3Vjkvh1q5E0K+fuXw+t9pXSFPXkH0+8V4L6pWgPPHWu2pkFxHn80abz6Fd67o3YZ2wCHahWjysnQaAv3wG+neeAoy5WF+/Ol7t1RonqkVKVPzD6ADrila4Ep6CX4fIk3h2vXwNP634HTEzxrqMp+O/HdHy2C1o0kjE2Lvle22jUYRazUl65MUVFuzD9ijs/0ND6uDFqHaI5HWY/64GWdny4LWhQwR0bF9y5Le9v+jkk8ja+w8stRtDaNHRqwv5gDEVt11lLz4Ki55X41TNsQGzD8oWTGh8yX0+Leb1oOBaWBJT8qlnrwIXQMaI/A6gyajErviN/J763ALUSogp0MouDlNDngmz5i/FpaQUfDxvOpHfXlyAhjxg1y4WO8ohMxM4cIgvIMDbtxPQopmI5atUMOZzaC2ai0i7weHqVe840aC+iPHjiPz2DpretcKSzrCjevylM1DVqoegB55GakxDCCLAoh+0Py0pVYdifB0IcTVgbdgKlj532mxYLNCs/Rp88kUI0bGw9BnukRY3M1Fksp53f4IYFAL++F5odm4Cl5MJa5O2MA8ofLj2ZCD9kn52IaanhDfHy1U6YEzyRmzNS3IxpwKHpTF98f/snQd4FNUWx/+zPb1BGr13CFU6AgICYgFpioIo8kBEQGk2pCggghURUASVqiCI0gREBEGR3ntPIBDSN1tn3ncnZLOT3U12k93Nhpz7PT9edu8999zfnd2d+c+Zc16+s0uMQMhpq6K6oq1fLEbc2YWNmVfElwNkSgRxStwyZ9940MjkGBRYE1PCWtitWG7P9+/Sz2Jy0j6bt9ZEdUMbP+cLILnC5UHrS+L3g7ajtB4iQASIABF40AiQ+F3EHc1Mh3LLcsivXoA5thJMXfpBiCh6dKwz4jfznAngyv92gV1omus0galVV+mCzGaxECerQcT8imxhq2iP+vcUpv+RHRG9PXAQtgS9iDdfSYaGBYLnpD20sqr49XuofrMVpOeU/Ra3FdKo6PZteTzSybGgq80CZs2xn/6lWxceD6etgLKA6yVTsw4wvPg2oNPin51L0buubRH3uqpwvBDfDr8f1eGfZvuRFpSGaperoeP+OMyM/Bhz/JIx2ypPeD11BOamPoaYshzKROQu/hqLUv9RjrT72WBateTF9KSsHTvO4W4SB7kMaPWQGSq146C3y1c5fL9CbslKU7068PwzjiOY7R2lngxoY4L93DyBRcyHNdHd0KaAXOBF/EQ5PZwXBFS6+p0kz3fO4FZ+0fi6bEfxRkNpbSR+l9ad9+66vSJ+5yxp3sI1+GblJjGa256ozSLEmUjOosRfHNgD44b38y6NQsxWkiK/mfA9/ysF0tJyF9qujYDaNXmEh/Pw8+MwY7YSJqP0zu4jnc3YsVNuEyWeY0Wt4iCTC8jKKhhg/6fNqFeX0p4UTMr7Pbg78VD8s13Mix1g1oG/cQm6qEowdBsI1calUOyW3lF3xkN24qqd/CW4gGBnurvWJzEe/lMGS8bwFapD9+YCyM4fh2beOMl7pg6PwzDgVdfmYClMdLfR//ZWGIXsk8WKikBsiO6BSIW/mNpkbcZFuzbfCI3DM4E1sJxFf3McnvSvgqqq3DQk7PE3VkSz4Y1VMLF0MfebkpPhTIWB0MisCuQU4DWLMB+fJK1izob8HN0dLXzokT+X4XtxAInfXoRNUxEBIkAEiAARKAQBEr8LAc1qSN7i9kJoGWinfweO5dsuQnNW/HZ1CntPX776zylM25Utfl9QxUEjaFHemP2kpZhe5LXZ2akY7zfVhm+h2GIbcTs+ejsEThoK3aGdgM4dHQdpmUzZT07nbQ93ENCpg1lM36KZ9QpkNy/nu9SsD3+EEBSKWcmH8Hkqq01k28opAvDy9gFioc6c1ra1gK6PZPvH8kcf1t9FIKfC0ODaYLWC8ra5nyrEYDfr1q+PGVeucZaaXOy9iHBg5HATlPkcBmYeSEjgEBQEhATbXsuzelCyc0fFdZladgVfU/rEvyfF709TjuLDFNsUMX+UexI1laGuHnYe6/9z5iUxNUtOe8gvCj9GdvOZ6HSPLdwJwyR+OwGJuhSZgFfF7xxvDxw5gyFjZtl1fuknk9A8rnaRF+YtAyVJ/P7jTw5//Gn7vNPUd0xiccrEO8AXCxwXM2FMY2MExCdI7wyzO90xMQK++0EO3upmeccOAiIjBZw+DchkHOrUEVCnlvOPR7H5PPlD6a1jpCTMI1Z0/3SiXVdZ5LapwUP283znszhj92dgfPQZsHx+nmrc2cNQr1sM2Y2LMDdtD/3TI8Uq9aqfv4Yib15ylm/8S2kleGf9SuH1YgqTQJlKFLRzTjD3ZMWj/237Njv6lcNHZdogWm4b0ZEz79L0M3grab+NG0sjO6OLf/6V7a0HMWG+1c2fkGDKTVtTRRmMv8r1tspm6OxqS2c/Er9L577TqokAESACRKDkECDxu/B7Jbt6ThRm8zYWGMICRIrSPCV+T0z6Gz/kSSG4ftV2dLgqTTlo7bu5TXfoB+UGwCh//xHKdYuky1P747sOv4rRz9ZtxDATYgp4YHLtejmOHssdFxEuYOT/zFDev4RmATh+89+EoNc5RKp76yvw5athVvJBfJ6amwYy74Bj5fvj+il/sbhnxYo8qlmlZLl4CVi3XoH0DIAV2+z9JI+qlXNFaaMRmD7TTq7uNjx277UVyh/pZAbL412YprKTzz1r4ucQKudqOp68ps/kjWhx8ydJ+seyCj8cKNcXLKjIl9plYxp+ybyMhoHh6BVUBRlZrkXQ+9Ja3OkLid/upEm2HBEoFvH7QdqOkiR+79wlw67dtj8A775pEgt4s8jwmR/mL36zfr2fMOPkaRnYjyqLGm/WNPuHMjMT+OeATEyTER0liClUito8+UNZVN8epPGa6S9DFu84SkE/dBJUq78El2n12EABAPSvzRbTjRRHU65dBOX2H22m1i743e3u7MlKwPvJ/zksgMkeY+seUMnuvFu11zA0cafNextjeqCJOtIlX6+Z0vFl6nEc0ychTl0Wo0Mb5iu8u2S8FHQm8bsUbDItkQgQASJABEo0ARK/C799sosnoflojI0BY++XC50aMMeYp8RvZp9F9f6hu4kIQYmhP/yALpfupxtkwTWG3Fo3loVpAqD9eL3lT4E3QzN3LOSXTlte0496H6a6LbD7L5kYBR0YKKBpYwGVKzl37Xr4CIekZBkUMgGtW/FQqe6b1qYjYNIACEaDw43ilCpkfvwLWALuf3W38dStzQ77nq84CP4y22tzln5l9kfS2l0sn/ebE3Kjt1lA2nszbMe2acVj7z5bPaBjBx7sv8I0/xFdbIaZHh0IwxNDLa97+pr+mjEd05IPYLP2mmXOGIU/1kZ1RyWl79WPC/ZXgqVCIfE7e7tI/C7MJ4/GuEqAxG9XieXpX5LE75OnZFj9k/THjj3m9Nqo3DuOP/8iB/tBz6+xnN0sd7c3mqd/KL2xhpIwh72TFmu/mZDNpdyFatlHYhV1ls6ELxMD+Vlp4UbrMdoPVgBhZT27/JS74NJTIJSvCljd2Zcf2y8W6LRupibtYRgmfc1dzqXzBsxJOYxNmVeRcD93d45tFnFwudJz4BzEYHeP3ygRzpv5l8XGqJ7iTSRq3iNA4rf3WNNMRIAIEAEiQAQKQ+CBEb95s5gagxV8F0KskjQXBoqzY3ge/m89A6Qk5Y5QqaGdtRrwc1At0knbnhS/rV3g4q9AcWi3mE7Q1Lwz/PKkP2R9+brNoHt1psRz5brFYGk5WDNXrw/9y1OAIPenw1BuXWU/5zd7xJqlOPQLhO7ld8BbBQft0t7AdxlnsVuXgCw+95q8k395fB/5iN0d+HufDFt+txWwBw00o2aN3AuIv/bK8PuO3H7hEQJGvmTCp/NZxLj0en/wIDOqVS3cxYe960hj1/4wPvWSxX9vXNMPTtyO7dobEmasjtLsMq2dPJK9143EbylrEr+9d+yV5plI/C7i7pck8ZstdccuOf7cnf1jx34A+/c22zzedeKkDIl3gfR0DgcP2QrhI142ISa6iOCcHO6NH0onXXmgu6kXToX8yB67axQCQ6Af9xE004Y5zYCdkBqGTnK6v8sdBQHqzyaBpWthTQgIhmHkdJir1rWYkv+7E6q1C8FlpMLcuhv0/V+F+IiDB9vc1COYl2x7Q+B8hWfhL7efSE/HmzE/7biY/ztEpsL0Ki2QmmIg8duD+2TPNInfXgZO0xEBIkAEiAARcJHAgyB+y84dg+bLdwB9dqo6vl4L6Ea97yKJwnXnEq5A9eNXkJ8+CL5qXRie/h/4KnUKZ8xqlLfE77yO+r3Rx+apVP2Lb8Hc7OHc64G9m6H+YZ5kqLluM+jzCORFhSBLuArN9GHZIneeJqY5KRMLaPwcTnPXlIUlGWeQyRsQKw/AyyH1HAbOnDglw5o8AW3MsL20LWfPAzfjZVDIBbR8SIBKCVxnhTDXypCayompT1kK09YtCxf1zeZVL3gX8mP7JGvTjZwBvsFDlte8cU1f5ep3MNyv0ZQzcQN1BLbE9Crq9rp9PInfUqQkfrv9ECODdgiQ+F3Ew6Kkid/iSRYPmHkBSkX+Ed7st/urrxVISMiFVKG8gGFDHRcCKSJOm+He+KF0t8/FYs9oyM7JzfLLBYXB+EgfMSrC6ZaSBL8v3hSrq4uNFb4xGcFXqgXDs2MgP/q3WH3dmaZ/ZgzM7Xo607XQfZTbf4Jy7UJxfIZSgdX1qyAqIBwdn5kOzpV1F9oD+wO/Tz+LSUnSkz+NTI4LFQY57Vd0uB8Sk7NI/Hbz3hRkjsTvggjR+0SACBABIkAEipfAgyB++00eAM46+hqAccCrMBYx73Zx7kxxid+swKLmqylAVqa4fNPDT8DQf1Q2CkGA7MIJqLatguzEvzZ4jD2fg+AfCFP7x90SHKP89Tu710ostzcTv93dvlosl9ThKl9ewMuOrtEN+uzId70OQnA4TJ17i9eJRhNLN+HaJaO9dQgGA9SrPoNi/zbxOlTfd4TkBgQb441r+hcTd2KLVdoTNu9zgbUwq0wrd+Mvsj1fFb8zeAPWZV5GpNwPj/pXLPI6nTVA4rezpKhfUQiQ+F0UegBKovjtypJZXu89eznoDBz8/AS0ayNA7sW6Ed74oXSFh0/25XloZo4Uiz7mNL5mHHRj57jurjYdyh3roNz0g2WsqVkHKI/uyzd/nfVE2qnLgMhY1+d2YUROTu+/y0fiqf6dYGBnbgDqqSOwPqo7/A0GqH5aCMV/f4CvWB2GxwbbVB13YTqXuva7tRV7dbl3jJZFdsYjLhSvJPHbJdxu60zit9tQkiEiQASIABEgAh4hUOLFb5Z65JVuNmxM3QbC8GRufuQC4QkClKy4+74tQFA4DI8PgTmuTYHDPNWhuMRvcT2CID7lyWv8wfJpiy0zHZq54yBLuFLgkvnIctBN/BzwL1peaMXGZVBZXT/lTKz9cI0oCLu7GY0C9v4tR5YB8NcAbVvzLI24beN5+H0wIjfAiaV+qdUY+jEfutulfO1545r+ojEV/W9ttaSgrKwMwo9RjyJWUbS0Pp4A5Yvi976sW3gmcZsler6Bugx+jnoUfnbyzrubCYnf7iZK9uwRIPG7iMfFgy5+FxFPkYd744eyyE4WswHF3s1Q5Xmcj7mknfYdULaARd7i9AAAIABJREFUkuV5fGcnj37jn3ZqReZacVCcPwaBPUpwv/ExlZD19kIod20Ap80AH1sZ5ibtLe/Lj+yF7OYlmOLaQihnVbLcqRlzO+VEVzQd1guXwoMlo18LbYR3Fn8rKWzDohuy3vsWQmQ5F2dyvfui1JP4LO04dIIJo4LrY0xonEtGSPx2CZfbOpP47TaUZIgIEAEiQASIgEcIlHjxG0DA6J42ASXGxwbD2HOQhRkr0qjYu0UUdU2tuwF58oKz8352/m/ddCOng2/Q0iPcCzJarOK3Heesc3wX5Dt7X3xiNiAYMJlgrtEQfC3nz90FQcDMlEP4Pu0MwpKT8dZfR9H31H3RvU5jaEd7V2TOu175X79CveJTGwxZM34Qazh5q3nrmt4s8Ninvw25wKGlX7SDikveWrXjeXxR/G59cy2uGtMlTo8JbYTxoY09DozEb48jpgkAkPjtxGFw4MgZDBkzy9KzZ+eWmDp+KPw0qgc+8tsJPB7t4q0fSo8uwsPGlRu+hXLLCptZdOM/FfP5udJkp/6D5vPJBQ4Rwsoi6/3l2Y8TrlsE2dWzYsSJ4ekRUC+aCtnVcxYb5rY9oH92LNTzxkF+/rjldWP/V2F8+PEC57LbQaeF3+xXET64nc3bz6kr47NptrkT2eONxseeL9x8To76Ou0UptyTPlo5I/whvBDsfD5FEr+dhO3mbiR+uxkomSMCRIAIEAEi4GYCD4L4LTu0G5rF0y1khHJVkTXhc0B1P2o5KwOaD1+D7Na17D4cB/2rs2Cu08Qyxn9kV5vc0sbOvWF8eoSbiTtnztfEb/WX70B+fL+N86wIo5gmsoDmSgrHt+7tx9K0MxKL3/2yF32i6iDz6VdglKsLms6j77O0lSxoKG/Lmvg5hMq1LS+zFJey6xcAtQbGTr0BuXvrJNE1vXQHfFH8Lndlqc1xMiSoNt6P8PxNNRK/Pfo1QMbvE/Cq+J2lM2DKnCX4bUf2j9H0CUPRu0duVOjFq/GY8+UqzHxzGMJCivbokTt3eN2m3agQG4nmcbWRs4boyHCMG96PxG93grZji34o8wesOPAHVEs+sO2k1kA7dz3sP//m2CaXngK/CX0L3FVT+14wDBxt00/x129QrfjE5nVD3xFQ/bjA5vXMzzeDK2wRSrMZbW9twGVjmsTua/618N6Ud21PeL0gfj908yfcMGZI5m6qLotfYpzPgU7id4GHn0c6kPjtEaxklAgQASJABIiA2wg8COI3g8ElXIXi4J9AcBgMbXuAk+Xmq1D+shTKzculzEIjoJ25yvKaXfH7kT4w9vmf21i7YsjXxO+c9IjWa+Ar1oBu8pfwm/oiuJwbCw4WycnlyPxii1MIKlxZirylIp8Lq4nvqnbG3TQ9DMbCF5J0yoECOnF3EuD3bp7gH7UftHN/tlwnqtZ/A8XW3OOLPZ2bNelLt+RCz3GPrumlG+WL4jdFfrvjE0c2fJmAV8VvJiJfuX5LFI3zisgMkq+K33k3kK1j/8FTYvR3cqb3ij/68oHkKd/ohzJ/sn5jeoFjRS6tmhASAaFsDGS3b0AIDIHhseclqUcK2ivFlhVQbfjW0s380CNiPnHu5mXxNVa4RT96FoSgUBtTjoq9mJp2yD7Jz9OyZq2GEBJekEsO3/9Hd1vMTabjsz+H9VThWB/dHWEfT4D8wgnJuKxpyyCU9Wwu8jY31+JKnsfFWmii8HN0d6fXSOK306jc2pHEb7fiJGNEgAgQASJABNxO4EERv/MDo1z9OZS7frHpol3wu+U11YpPofjrV0kf/aj3Ya7Xwu3MnTHoa+I3MtOg+WhsbvS82g9Zo2dDqFoHsitnwCLDWcAPaywIRzCZbHl/uc2pSpCVri6DSRAk4weH1cLSqp08In7LT/wL1cal4O7egqnlI9D3Hg4m1ufX5Mf3Qf3NLECvhRAeCf3gieBrNsweYjbDf9SjNsONvV+GsUvBAVHOHB+sD13TS0n5ovhtm/M7Aj9Hdaec384e5NTP5wl4TfzOEbv79npYjKBmLee1lk3rihHgJUX8nrdwjeg/E/ETU6TCo8/veAlzsEywGknpBrB8atRsCahefsT2RZkMsMrDzTqYXpkGvlFrpxGGaxNh+m8PMqo2BF++evbJYeJNiLuQT95s7vwJKOeMkc6jVME4ZCKUVo94ZhvkYFiwBbCKdnHaQauOmbwJa9MvIFLhj0cDsqtSC3odWDoY7swRCFHlYO70FIQaDQpj3qUxP6Sdw+t39krGfFy2DZ4Jrum0nTIhGiSl6Vj9HmpeJOCnVkAh45CeZSz0rJGhmkKPpYFEgAgQASJABIhA/gR85bqrbIgGd1N12efFbm7y336AfIM0/YAQXRHGaUskM8k3fgfZ8X+BwCCYHu4FoaHz5/ludhnB/ioYTGboDL4TFMZqEskP7hZrEDGRmFPnnqOx91j0PfwDITt1EIplH0mQCNEVYJyWGwiUH6/p9/7DF8m5aR1Z358rd8OTEVWRnGGA0eS+yG/u/DEo54yT+tqkPYz/s33i1a7P7OKC46TjtelQj3nKpru51/Ng/7mr0TW9lGSgRgkeArQ62xsv7mJeGDuZvBE/pV9EtMIf3e5fVxfGjqtj5DIO7CZaUpre6aF03eU0Kup4n4DXxO/k1HRM/mAxxo8cgGqVcqMv2esjJn2M14f3Q3hYsE+mPbE+Wlj+77kL12DBrLFiahaT2ROnPXR85hCQyznwvEBCoINDQvvWMPCXpHnm7HVVPvo01INfc/rAYnm3WCvM8W38bTX0P3whjuc0/tC8/j7k9ZtBP386jHu2WXzQvP4BFM1sc3Y77aSPdlx67wxW3DsPjuPwTFh1DA7PzafnjMuMvdkseOSCypn5S2sfGTvkOZv7Rk7jYDfolAqZ0/2pIxEgAkSACBABIuAaASYksvOr4m7sXK0w58jO+M2ikHXTX4X5XPYTjFxAIDQT5kBes74zw4ulD4u7YSeufAm9LNZ/NRPGPzeJ7GRlo6EeMwPyqrWcZvnR7cP4Nf0aQmQqvBhRG0+FVRU1ZrObr2ENqxfBsP57G78CV/7ltK/2OmYO6wkhQ5pGUjNhNhSN3XdDha7ppeRL+memSAecncHs8yLjOPEz42zL0Suc7U/9iIBXxe8ckTsn8jsHP4v4fmvmYrwwoDt+3rzHazm/2bzDJ8xFwu0kmyOhQZ2qFoE7500mfE+euRgLP3zdIuDHJ2XRUeQkARaMvPsvGW7EyxAcxKNpEwHlYvP/gqNHpPKHy4rhqL56D7Lb18WO5qYdID+027YITscnYez3ipM7BUSHaSCTcbh1L6twJ7IsDYk+C4ImQHqRkpIEWeINCJVqQbCKwHDasVLQkdKeFM8mU9qT4uFOsxIBIkAEiAARcJZAaUh7ksNCPLfPSIO5cu0C01o4y89T/Xwl7cm588DxE3IYjECN6jyaNXFeSANLfWIyABr/ImOKCFZDrZS5Pe2JcsMSKLestPHPOiVOYZyXnT8G9aJp4DJSxeHGx56Dsaf7or6ZTbqml+6ML6Y9Kcyx464xVPDSXSTJTn4EvCZ+501xktcplkf7nQ+XwJ7o7AtbaE/4Zn6R+O387qxcLcfps7nRGuyO56sjTYjIJ+Uz/VA6yVenhSBXglMqoVz9BZS7NkgG6kdMg7lhKyeNuUH8dnom6piXAInfxXNMkPhdPNxpViJABIgAESACzhIoTeK3s0x8oZ8viN/nL3D4foU093XXR3i0be2+tCPOsvaU+C27cAKauWMlbpiatIdh2DvOupZ/v6xMCCo1OLnCPfasrNA1vRQpid9SHiR+u/0jRwbtEPCa+M3mti4U6adRSdzJEcevxSfaRFwX987lTXVi7Q+J387tjtkMTH3f9of04Q48OnVwfFJCP5TO8c3bS7VpOWTH/gb8g2Bs3wvmuDYuGSpy5LdLs1FnawIkfhfP8UDid/Fwp1mJABEgAkSACDhLgMRvZ0l5t58viN8/b5Dj8FFpShylEnhnsvdzKntK/Ga7Kj95AIpdG8Cl3YO5dhMYnngBXBHrJ3njaKFrehK/8zvOSPz2xqeQ5vCq+F1ScbMCl9+szM4DltNioiLE9Cd+gWEldVle9Zs9STbtA3vit4BOHRwXR6EfSs9uk5CZBtWfv4iJjk0tu0IoEy1OSOK3Z7nnZ53E7+JhT+J38XCnWYkAESACRIAIOEuAxG9nSXm3ny+I3z+uk+P4Can4zZ4yfu9tz4vfsosnID99CEJAMEwdeiEi1N8jaU+8u6vunY2u6Un8JvHbvZ8psuY6ARK/XWcmGUGR384DXPytHNevS09Khg01o0J5x/nY6IfSeb6u9uQSrkAz+zVweq1lqO612eBrNyHx21WYbuxP4rcbYbpgisRvF2BRVyJABIgAESACxUCAxO9igO7ElL4gfh85xmHdemnak+ZNePR6zLNpT5R/boBy1RcWSnyF6gh4fxHUGpXbc347sRU+24Wu6Un8JvHbZz+epcYxEr+LuNUkfjsPUKsVsHGzAidPcggNBXp2M6FWAYW06YfSeb6u9lSu/BTK3b9KhgmxVZD1ziISv12F6cb+JH67EaYLpkj8dgEWdSUCRIAIEAEiUAwESPwuBuhOTOkL4jdz859/ZdjxhwxGE9C0MY8e3XnIpHFXTqzGhS48D/9RjwKCNJBLOeB/COg9iMRvK5R0TU/iN4nfLny3UFePECDxu4hYSfwuIsAChtMPpef4qj+dCPmZQ9IJOA7aL7eR+O057AVaJvG7QEQe6UDit0ewklEiQASIABEgAm4jQOK321C61ZCviN9uXZQzxvQ6+I/pZdNT2XsIAga8ROI3id8OjyIqeClFQzm/nfnCoT5FJUDidxEJkvhdRIAkfnsWYD7WVT9/DcW21ZIe5oatoB8xjcTvYtsVgMTv4oFP4nfxcKdZiQARIAJEgAg4S4DEb2dJebdfqRW/AfhP6Aukp0iAK195FwEdupL4TeI3id9OfhWR+O0kKOpWJAIkfhcJH0DidxEBkvjtWYD5WTcaoPlsImQXToi9hJjK0I16H0J4JInfxbcrJH4XE3sSv4sJPE1LBIgAESACRMBJAiR+OwnKy91Ks/gtO3cUmgXvArrsGkqmVt0QNOotKniZ5xikp7mlQCjyW8qDxG8vf2mX0ulI/C7ixpP4XUSAJH57FqAz1rMywJnNEAJDLL2jwzSQyTjcupcF3nE9UmesUx8XCVDkt4vA3NSdxG83gSQzRIAIEAEiQAQ8RIDEbw+BLaLZ0ix+i+hYzu+0exD8AsGp1IgIVpP4TeJ3vp8qEr9J/C7i1y4NLwQBr4rfB46cwZAxs7D0k0loHldb4m5+7xViXV4bQuK3Z1HTXWLP8nVkncTv4uHOZiXxu3jYk/hdPNxpViJABIgAESACzhIg8dtZUt7tV+rF7zy4Sfy2Pf7oml7KhMRvEr+9+y1NszECXhW/5y1cI1IfN7yfXfoFve+LW0bit2d3hX4oPcuXxO/i4ZvfrCR+F8+ekPhdPNxpViJABIgAESACzhIg8dtZUt7tR+K3lDeJ3yR+F/QJJPGbxO+CjhF63/0EvCZ+J6emY8Skj/H68H42Ud85y2LR33MXrsGCWWMRFhLk/tV6wCKJ3x6AamWSxG/P8iXxu3j4kvjte9xJ/Pa9PSGPiAARIAJEgAhYEyDx2zePBxK/Sfwu6Mika3opIRK/Sfwu6DND77ufgFfF78kfLMb4kQNw9OQFvPPhErurqVGlPL79ZGKJEb/NlBDZ/UclWfQJAhxLYecTnpATRKBkEJDL2KeGGhEgAkSACBABIuAJAnTd5QmqZNMTBOg6yhNUySYRyCVA1110NLhKwGvid5bOgH4vT8GlawloUKeq3ejunXsO4e0PlyA1LQMvDuzhMD2Kq4uk/kSACBABIkAEiAARIAJEgAgQASJABIgAESACRIAIEAEiULoIeEX8zkl5wu6AxtWvgYmvDLRLmeX8rlwhGt07tcSUOUtwLT6xRKVAKV2HDq2WCBABIkAEiAARIAJEgAgQASJABIgAESACRIAIEAEi4LsEvCZ+Hz99Cc3j6oiiNmtTxw+Fn0Yl/n8WFW5P7N69/6gYJV5S8n/77jaTZ0SACBABIkAEiAARIAJEgAgQASJABIgAESACRIAIEIHSRcAr4ndepOs27bbJ+T19wlD07tG+dNGn1RIBIkAEiAARIAJEgAgQASJABIgAESACRIAIEAEiQASIgEcIFIv47ZGVkFEiQASIABEgAkSACBABIkAEiAARIAJEgAgQASJABIgAESAC9wl4Xfxmeb2/WblJnL53j3bYd/AUEm4niX87KoRJu0UEiAARIAJEgAgQASJABIgAESACRIAIEAEiQASIABEgAkTAFQJeFb9ZupP9B0+J+b5ZGzRqBrp0aIb/Pfe4+PeBI2fw48ZdknzgriymOPrqjXxxTFtq5uQ4QBBKzXJ9ZqEyBp4DeJ7ge3tTZIw7Yfc2dnE+VpS5KOjVSlmx+F2YSem3qzDUAPpNKhw3Xxol/rxxHARBoPMLX9qYQvhCv5eFgGZnSEn67XLPiskKESACRIAIEAEiUNoIeE38zilq2bfXw2geVxvJqel4a+bX0BkMmDtlpFjUkr0287PlmDz62RJT5DI+Kau0HTNeXW9UmAZ3UvUkwnqVOhAdpoFMxuHWvSwSYr3NPtwPicnE3cvYEaBRQCHnkJppLNTUTFCLCfcr1NjiGES/Xa5TZ8dHWJAad1J0rg+mET5DICRAKX7eUzKN0OpMPuMXOeI6gdgIP9B3mevc8o5gHKkRASJABIgAESACROBBJuA18fvy9QT8b8I8zJs6CvVqVgITw2d8+j2u3byN914fgmqVYktk5DeddHv240Hit2f5OrJO4nfxcGezRpP4XSzwSfwuFuwlalISv0vUdjl0lsTvB2Mf2SpI/HbPXpL47R6OZIUIEAEiQASIABHwXQJeE79ZVPcLY2bj/OUbeHFgD4wb3g+HTpzHC2Nnw2TMjrwpiTm/Sfz27MFN4rdn+ZL4XTx885uVxO/i2RMSv4uHe0malcTvkrRbjn0l8fvB2EcSv923jyR+u48lWSICRIAIEAEiQAR8k4BXxe/JHyzGqy/2wbLVm/Hbjv34fMZoLFr+K14f3k9MhVISG4nfnt01Er89y5fE7+LhS+K373En8dv39sTXPCLx29d2pHD+kPhdOG6+OIoiv92zKyR+u4cjWSECRIAIEAEiQAR8l4BXxe8Rkz7G8dOXRBoCKyuWU1lMrK3HSo2VvOhvEr89e3CT+O1Zvg+C+P1jxgUcMdyFGnJ096+E5prI4oHmplkp8ttNIF00Q+K3i8BKYXdPit9GgcfnqceQaM5CmFyNoYG1UVbhXwope37JJH57nrG3ZiDx2z2kSfx2D0eyQgSIABEgAkSACPguAa+J344QHDhyBkPGzELPzi0xdfxQ+GlUvkvLjmckfnt2u0j89izfki5+M7FoVvIhyTI2xPRAM3XJFcBJ/C6eY57E7+LhXpJm9aT4/eStTTigS7TgqKAMxO7Y3lBxspKEqET4SuJ3idgmp5wk8dspTAV2IvG7QETUgQgQASJABIgAESjhBLwqfrO839bR3zFREVj44etisct5C9fgm5WbMH3CUPTu0b7EYCXx27NbReK3Z/mWdPG78tXvwCImrdv/guvjnfBmxQPODbOS+O0GiIUwQeJ3IaCVsiGeEr+vmzLQ8sZPNjSnhrfAS8F1Sxllzy+XxG/PM/bWDCR+u4c0id/u4UhWiAARIAJEgAgQAd8l4DXxO0tnwJQ5S9C318OW/N4Xr8Zj+brtGD9igBjxzfosWLYeLwzojrCQIN+lZuUZid+e3SYSvz3Lt6SL3+WuLLVZwtDgOpge/lDxgHPDrCR+uwFiIUyQ+F0IaKVsiKfE75P6e+ia8IsNzfGhcRgTGlfKKHt+uSR+e56xt2Yg8ds9pEn8dg9HskIEiAARIAJEgAj4LgGvid8s6nvmZ8sxefSzFmHb3mu+i8q+ZyR+e3bHSPz2LN+SLn4Pv7MLv2ZekSzj87Lt0DugWvGAc8OsJH67AWIhTJD4XQhopWyIp8RvVv6k6fXVuG3OkhA9UL4vYhUBpYyy55dL4rfnGXtrBhK/3UOaxG/3cCQrRIAIEAEiQASIgO8S8Jr47Uzkt+9iyvaMRarP+XIVZr45zCLgk/jt2V0j8duzfEu6+K0TzBibtAe/ZFyGmpNjYmgTDA+pVzzQ3DQrid9uAumiGRK/XQRWCrt7SvxmKE8akjA+6W8c1SehnCIAc8u0QTtNbCmk7Pklk/jtecbemoHEb/eQJvHbPRzJChEgAkSACBABIuC7BLwmfjME+eX89l1EUr8b1KmKBbPGkvjtpQ0j8dtLoPNMEx2mgUzG4da9LPAsLJGa2wkIggBw7H+cxDaJ325H7ZRBEr+dwlSqO3lS/C7VYK0WzwsCZJz0O9HdbEj8djfR4rNH4rd72JP47R6OZIUIEAEiQASIABHwXQJeFb99F4NznlHkt3Oc3NmLxG930nTeFonfUlZbtNdwQJcIBcehm39FNFGXdR4mAL1gxjdpp8Ai1VuoI/F9xjlLupb2frFYUrYT/GQK0SaJ3y6hdVtnEr/dhvKBNUTid9G29poxHSszLyCLN6K6IgSDgmtZDF40poKlsTptSBZfGxcah9c9lO+8NIjf540p2Jh5Rby1OiiwJsoq/Iu2eT46msRv92wMid/u4UhWiAARIAJEgAgQAd8l4DXx2zrqe/qEoejdo73vUnHgGYnf3t8yEr+9z1wUYCny2wJ+dfp5jEvaK9mIddHd8ZAmyqnNyeJN6JawEUzccdT6B9bAUwFVcECfiLrBYeghr0QR907RdV8nEr/dx/JBtUTid+F39rZJi/Y3f0aGYLQYYaLs7DKtxb8fid9gEb5zOnxVtgN6BVQp/KQORj7o4vefWTfxzO3fLavXyOQYHdwQZgjizdt6qnC3My0ugyR+u4c8id/u4UhWiAARIAJEgAgQAd8l4FXxe/IHi9G2RQPM/Hy5SGTpJ5PQPK6279LJ45k98VtnMJcY/0uio2qlDHojXxJdL9E+a1Ry0X86voGYU0uRYjZI9nNoeG3ML+fcDbxZiYcw9fZ/+R4P7DF/9rh/TmsVEI2dVR+3O+ayPg2jE/Zge/oNVFUH47OYtugcVL5EH2++4LxcxoFlWzCZC5fnh+2fvzo7er8ktCy9WVwvNecJMF5KhQwG+k1yHtr9njNuH8T7iQdtxmU2GAYIQMCJxTbvTSjbGFOjm7s8V0ED2B6yz7vRxMNcAvN6sW+osfF78XXSKahlckyObIw3yja2LLvB2dW4YHB8s/X7Cp3xdGjJLQptvb/sXIXOUwo64vN/n516+Kmzz/moEQEiQASIABEgAkTgQSXgdfF7/MgBqFYpFus27cY7Hy5BTFQEFn74uviarzd74ve9dKko5utrKGn+hQaqkKY1gi+BF6gljbW1v4y7jAOSMwyw0mRL8pIK7XuZc98wbUbSegVWxtLYzk7ZnJV0CHOSDjvV17rTF9HtMDC4ps24llfW4rwhRfL6f5X7oooq2OU5aEAuASaiMEEsU2cqNJbwIFWhx3p7IP12uU6cHR+BfkqkZtLvvqv0HH0PJlQfApVMjohz39iYHB/RGJMimrg6VYH92VMe7MY6+6yXxJvrkxP3YVHKKck650W1weCQ7GASe79Z1p1ZJPjN6kMK5FQSOrDvXPouK/pOlaTfrqKvliwQASJABIgAESACpZFAsYnfObDnLVyDb1ZuKhEiOKU98f5HhNKeeJ85m5HSnuRyH333L6zNuCjZiBnhD+GF4DpObQ4by2y42li+W5b31rrdM2ehwfXVNqbs9XV1vtLen9KelPYjoOD1U9qTghk56vGH9gYGJW6XvF1PHYFtMb3E1z5JOYI5KUcs74fJ1Pij3JMoK/cr/KQORpb0tCdVrn4HgyB9Iq6LfwUsjcy+Ifti4k6wOhX5tRuVB9sUW3Y7aC8YpLQn7oFMaU/cw5GsEAEiQASIABEgAr5LoNjFb4YmS2fAlDlL8NuO/WhQpyoWzBqLsJAgn6NG4rf3t4TEb+8zZzOS+J3LneXsHnV3tygmsCwRw0LqYUqYa4/iT0j6G8vTz4lGIxX+GBfSCLfMWjGivLU6Gs8kboM5T4j9muhuaKOJkRwA6bwBta+tsDkoJoY1weiQhsVzsDwgs5L4/YBspAeXQeJ30eCuTD+Ht5P/gY43o5kmEp9HtENFZe653q+ZV3DSmAw5OAz2YJHGki5+17u+EilmvWQzngisgi/LdBBfu2XS4rnE7ThluGd3wxjzfeX6FG0zfWQ0id/u2QgSv93DkawQASJABIgAESACvkvAJ8TvHDysKObMz5Zj8uhnfUr8ti7WmePriwN7YNzwfohPyvLd3X0APCPxu3g2kcTvXO47tNexPvMytIIJnf3K45kg21QkzuySQTBDy5sQKlfbdN+ZdQNDbu8QC5KxxoRsJmjba31ubcZ+3W3LW6EyNfaV74NgWclJueEML2/3IfHb28RL3nwkfpe8PcvxOI034NOUYzhtTEY9/1BMjm2CQKMa2iKkOSouGsvSzuDNe/sl0y+L7IxH/CtIXmPFReUCh5F3/8Q27XXxvTC5BkvLdhJvPjwIjcRv9+wiid/u4UhWiAARIAJEgAgQAd8l4FPit+9icuwZid+e3TUSvz3L15F1Er+zyezU3hAj6KzbW2FNMTKkgeUlrdmIr9NPwSTweDKgqvgo+arM88jgjaisCMawkLpObaJR4HHJmIomZcsgK80MR2nuWb95qUdxWn8PFZWBGBJYG1VVIU7NQZ0cEyDxm46OggiUVPGbPTGyIO2kGC0cLtdgVHB9aGSeKc6aYNZiVfo58SmZ54Nqi/P5QuuasBEn9UkWVyqpgnCgSl8Y9SWzoPbazIvYnnUDKkGGxwMqo3Me4Tsv82TigsoJAAAgAElEQVSzDvd4PaoqQ8S9eVAaid/u2UkSv93DkawQASJABIgAESACvkvAa+K37yIommckfheNX0GjSfwuiJBn3ifxGzDwZjx9ewsO6u9IIPvJFLhQcZD42iVDKnrd3iR5BD1ApkQmb7SMeTywChbcfxzd0W7xgoCxSXvxU8YFsUv/wOqYW6btAyVSeOZIdZ9VEr/dx/JBtVQSxW/23dIl4RecMSRbtiVOVQa/xT7m9m1iT6T0vb0FbE7WlJwMa6O7o6m6rNvncsXgCf1ddEv41WZIj8BKeDGwDlpqol0x55G+14zpePXubvynvwNWkHJmWEv0C6rhkbkeJKMkfrtnN0n8dg9HskIEiAARIAJEgAj4LgESv4u4NyR+FxFgAcNJ/PYsX0fWSfwGHk/4zUb4ZrxYPtprlQeL6N5O2o9v088UuElXKz0PBSdz2G/6vQP4Ku2k5P3XQhthQmjjAm1TB/cQIPHbPRwfZCslUfxmEcKj79gW3N0a0wv11RFu3S4msp/SS/NMPxZQGQvLPuzWeVw1dkB3G0/e2uxw2OqormjrF+uqWbf2t8duZVRXtC9mv9y6SA8YI/HbPVBJ/HYPR7JCBIgAESACRIAI+C4BEr+LuDckfhcRYAHDSfz2LF9H1ku7+M0iutvF/2wXTzVlCCaFNUEP/0roc3sL9mfdKnCTLlZ6DhpO7rBf/eurwB5Lt24NVRHYHNurQNvWHbS8EX9nJaCcMgh1VGEujS3tnUn8Lu1HQMHrL4ni98LUE5iW/J/N4lZFdUU7Nwur5a8sg3C/bkHOhFWUQdhTzMUVeQhodn0Nbpvt12hh+a+fCaiB/sUUaW0QeFS5+p3NHo0Li8PrIXEFH5gF9GBPL2XwBrTWxIjR+A9SI/HbPbtJ4rd7OJIVIkAEiAARIAJEwHcJkPhdxL0h8buIAAsYTuK3Z/k6su60+M0eb+cepAyi2UQO6e+gV8Jv+cJ/zL8SyisCbSK28w6qqwrH77GP52urS/wvOGWQRkx29CuHH6K6OH0A7NbF49nbv1tSDjykiRJTDjx4u+M0Epc6kvjtEq5S2bkkit8pvB4Nr62yFNNlGxfAKXGiwgCoZI5vyBVmg/vd2oK9OunNwH6B1fFxmbaFMZf/GBd/e04b7uHde//i7zz+WU/SQhOFn6O7u9/XAiyaBR4V7YnfoXF4PbTw4jfL9d771hbLbwsrirwiqisaq8t4fY2empDEb/eQJfHbPRzJChEgAkSACBABIuC7BHxG/E5OTceISR+LpBbMGouwkCDfpWblmS+L38kpwImTHMrFAlWrZOfgLGmNxO/i2bGCxG/5/t+hXj4PMJnAx1SC4YVJ4CtULx5nPTArEyMa3VhjE42dd6qtMY9hbNLfFnGBFZEbEVwf36SdQhpvQCu/aHwc3gYVlPl/n23TXscLiTsk5pdFdsYjBRQxsx5Q99pKpPJ6iY33wppjWEg9DxB68EyS+P3g7am7V1QSxW/GYK8uAa/f3YvrpgxUV4bgo4jWaK6JcjcenDTcwzOJv+OuKTvCuoIyEKsju6FSAd9/rjii3LoKyg1LAEGAUKU2dC++DSHC+bWMvbsHa+7XVrA372dl2qFPYDVXXMq378VLQHwChwb1BISGOu76etJerEo/b+kQyCmxu9yTiFIEFNqXD5IPYn7qccn4BuoIbIlx7YmiQjvghYEkfrsHMonf7uFIVogAESACRIAIEAHfJeAz4rfvIsrfM18Vv48c47BufW5UV5XKAl543lziMJP4XQxbptMibPc6CJmpyFQEwtBtADiV2uKI7MIJaOaOlTjGxIesGT8Ug7Oem/KI4S7euLsXpw3JkHMczPeLuFnPuDSqM7r4VcB/ukSk8gZ08Iu1m9tbazbitCkF1ZXBCJHlsrS2tUt7A3v0t8BE2GZcWbTTlHN6cUaBR2U7kYOjQxthIuUNd4ojid9OYSrVnUqq+F3QpnE6LRTb1gCZqUBQGAxd+0u+8wsab/0+u83+V9ZNyDkZ2mhiXBlaYF/5od1QL54u6cdXrAHd5C8LHJvTgX1Xjk/Zix9TL9odwyKtxxUh2tra6LffyXH5Su6zN32eMqNRA8eBCN+ln8UpfRKumDPwZkgTNNQULUL7pcSd2Ky9ZrPOm5WHOM3L1zuS+O2eHSLx2z0cyQoRIAJEgAgQASLguwRI/C7i3vii+M3zwNT3FSwwStKeetyMxnHSF/V6ATcTZCgTISD4fnBqSgoHrVZATEzxZ7Qg8buIB6irwwUBfu8PB3fzsmUkX7EmdJPnW/5W/vodlL99b2M5c97P4PwCXZ2xRPS/bEhD2/h1Nr6erDAQoXL7YnZO558zL2HUnd2WsWND4/BGPuJKdLgfEpOzwBfwsMZtkxaJZi3qqMJFwb3m1eXIFIwSH98Na47hFPnt1DFG4rdTmEp1pwdS/HbiO98bm240AtdvAuGhcBghrVy/BMqtK23c0X65zaWTlZAAJRQqDv6HF4PlA7duG2J6oJk6Mt8ls7zmZw0p8OMUDqPaDx3hsP4X27Qy771tgsxB2u1ftVcxPPEPy9wjg+vjrfBmhcY/495/WJB2QjKe1YLYHvtEoW362kASv92zIyR+u4cjWSECRIAIEAEiQAR8l4BXxe+c1CbHT1/C9AlD0btHe6zbtBvvfLhEJJTzmu/isvXMF8XvzExg9lyFjbMdO/Bg/+W0U6dlWPVj7lVY40YCWKqUK1ezI5X8/Tk8O9CECuWKL2UKid/e/TTID+yAesksm0l1k+aDr1RTfF25ZQWUG761FSA+3wQolN512Iuz/ZB2FhPv7bPMOL9MezwZWNXyN0tz4s8pJJHfrMhYrWsrbLz8LeYxxDnIu2otfq/LvIgrxnS0UEeirVVxuudub8fOrBui3QCZEsvKdoZWMOL5PKlT9pXrg4puTDngRdxen4rEb68jL3ETPojit+LATqiWzLTZi6xJ8yHc/8739EZdvMjh+5VysBv3rNWoLuC5Z2yfVNNv/h4Bv/0AlTn3PIb11y74XUz5tDbjEioqAgtMF8XEb/Z5//TYRYw1/A6Byz7HefhiUyzr0AAK29MnC4ILxhQMur1dTCHDWhN1WayJ6gY/We6gS8Y07PyHx9WdEeDyVF2Y9IZRPLdijaXHYqlJdIIZPQMq4bfMqzao10V3B6vf4GpjBZQ/SzuORaknLUNZ0eVVUd3QXJO/uO/qXMXZn8Rv99An8ds9HMkKESACRIAIEAEi4LsEvCp+z1u4RiQxbng/UfTWZulx6VoCxo8YIL4+Zc4StGxaVxTFS0rzRfGbRXy/N8M28jvnkVuzGdDp7AvkebmXiQBGv2Iqtu0g8Tt/9AJvhmrtQij/3gohtAwMTwyFOa5NofdLsWMdVD8tsBmvf3UmzHXvR6DptPCb9hK45DuWfubmnaDr/wqUO9aC02aIj84bHx0IyJ0vqCa7dl4cL7t5Caaq9WB87HkgOKzQa/HEQB1vwg1zBirIg6C+XyyOFVAbducPpJiz821PCG2M10Ibif//p8yLeO3OXzauPBtUE++ENUOQTGXzXo74/VTCFuy3Ks72ckg9TAxpjBWZ5/FO0j+ScdFyf3xVtgOevLVZ8rozxTY9wakk2iTxuyTumnd9zk/85u7EQ/3z15Af3w9z7SbQPz4EQgmog6DYsRaqn76yAal7dSZ01ZsC4KCy/ZpyK/gZMxUwSB9awRO9zGjaOFuUZsWAX7rzB64a08W/nz55GYt+/VuUlY09BuGPLl0x8NY2SxQ3K+j4c3QPKLncm/t32JMyfBZqK8MRHqgSxe9pHxlx5QaPtKA0BGgDoDQp0aEdj84dpeK69WL73doq5lC3bq8EN8Cb4U2hu3UFfczHcMSYXbzYX+uPbtsfRXhKuPg3qw3NIr/Zvxszr+B/d3YVyLEwaViO65Pw5O1N0PHZNxAYp94B1TAzoqV4s/RBaiR+u2c3Sfx2D0eyQgSIABEgAkSACPguAa+J31k6gyhu9+31MJrH1cbFq/EYPmEuZk4eJv7N2oEjZ/Djxl2YOn4o/DQevtpy0574ovjNlnbyNIfVP+YKjzVrCBg00IyNv8lw4KCDZ24dMJn2Lonfbjpc3G6GReyxyD3rpn95CsyN2xZuLm06/Mf3Be5fNItG1BpoP1oniermMlIh/2M9ZEYD+LIxMLXuDs20FyFLvGmZl69WTxSBoPGH8eEnkW84XVYG/Cc/A+izC6WxJpSrgqy3FxVuHV4aJQgC6l5fKRa3tG4ro7qivV8smt/4EfGmTIfeMHGaCTusDQyqgY8i2oCJ34uun8KIO3+6tIoxoY3wScpRmzGbYnuhkSpC8vpfWfEYl7RX9K22KgxzIlqLEYyluZH4XZp337m1OxK/BZ6H/zvPg7t3O9eQXyC0s1YBVvUSnJqFN0Oxdwu4tGSYWnWFEO7hKF073/mCSoOvGm/AxWvZ52GxMcAz/Y3w8+OgdLN2ajAImDHL1mjHDgI6dsgWbzvHb8AZQ7IE39yLWjwbXAumpg+j8ZUVuCOTRopb34QccnsHfs+6Lo4P4JT4qVI3PBpRAS+9lkdxB1C/noB+fezXR8mbwirHoc7+FfBdSGu8tftTLK0RLfEzKjEKj23JLjA5oK8ZdetkC/pTkw9IorIdHRuLynYUo8Kt2yltIkan7BPrUWhkcnwY3lpSpPPVO7uxLvOSZEwHv3JYEdXFqUPQ1zqxNDMTk/ZhRfo50bVnA2tiVkQrcBwHEr/ds1skfruHI1khAkSACBABIkAEfJeA18RvlvJk8geLMX7kAFSrFIucFCivD+9nEb+ZID7ny1WY+eYwhIXcT0Dtu+xEz3xV/Ga+ZWUJuHotO593mTLAsRMy/LTONeFbrQbempi/+H34CIeEW+yimEP9umYxV3hOO3aCw814Dkw0qFuHR7lY11KoUOR3/h8A/xH2L2aNXfrC2PvlQn16ZOeOwn/5PPCJ8RCCw8BXqC5Gk5vadAesIumsjSt2bYBq9RcO5xNiqyBr0heA0v5NLcXWlVCtz05/ZN107y0BH1WhUOvwxqBkXof611bZTMWi9caGNkL5K8tccuPt8GaYWrk5Jl7eh4+Sjzg9lhXkfC2kEeal2I4prwjEP+WftthKNGnR5MYaSaZblrf8WPkBYmHP0tpI/C6tO+/8uh2J3/aKADOrhn6vwNTxSacn4HRZ0MwZDS7+imWMftQHMNdr7rSNwnRk3/nq7+eCu5sgft9uLv8G/ohvaNeUfwDQv48ZrIi2Oxp7Um3qDIVNjYNHu/Jo3ZIHu8FY/qrt9+iI4Ppg35e/JhzCcP0xG1f+F1wf74Q3ww/pZ0Xh1LpFKfxxq9FgTJhqwr170nW0acWjWxfbyO9D+jvolfCb3SU/E1QTR/VJOGlIsvv+m1teQmysgIoVeEs0+8zkg/gi9bikP/v2tfaGFQxdE91N2ufmJbRJ3obLgRrJ6z9Hd0eL++lRusT/YrmpmtPJX6bE+YrPWsaYTMDuvXKxvoufBmjbhofaR2NOZqccwmcp0j3OKeZM4rc7PoUQbyJQIwJEgAgQASJABIjAg0zAq+L3iEkfI0fstid+s8jvuQvXYMGssSR+e+Co27lLjl27HYtblSsJlnzf1tM/1JwXo72Cg4GWLbIvCtkFa0ICcOiIDP/+JxXURw43IToK2PO3DNu2S98b/pLZJQGcxO/8DwRH4jcbJUYdBoXBYXWtfExHh2nAH/sXGR+8bunFx1SGbsJngMb2Ikm56QcoN+Yv9BqfGJqdCsVOU25dBeX6b2ze0U35Bnx0RQ98Gtxj0iCYUeWqbfHPqeEt8FJwXbtFKPOb+RG/8thapxc2JlzBkwnSFCb5jVNxMuwv1wft4tcjk7eNZrQuzMlEBCYm5G2/RPdA0wcoF6yrO0zit6vESll/FpEt5xAW4o87KTrJ4mWXTouidd5mGPAqTB0edxqUvWLCQkAwsj5a67QNZzqy1Gf/HJBBrwcqVRRQtYpUAF62XIGLFx1bUimBNyc6LtzojA/Wfb45fgsbz91DtcvVxPQj5cvxGDaUx/5/ZfhrrxyfP/ENeLlUkGZPukwwROGTf5bgwwblbaacGBKH0WFxmJ1yGJ/ZeSLG0GQ4jhw3Y9GS7PMZ1kJDBAwbakJQkO15EruxONfOzcVIhT/aaWKwNsM+sJDUEDy9oa/Fv1YteXTvyuOoIQk94jdK/GbFkNtrYrBHl4BayjCbiG/WWb/2S1Rt6m+zXnamNSCoJsaaWmG+8h8sTTsj6fN0YHV8Wib3ibBF38hx42buOqMigREvu29PXT0GWH+W8333Hhmu3+QQGiSgaRMesbFA3I01YGlrrBvjfrh8P4r8LgxoO2NI/HYTSDJDBIgAESACRIAI+CwBr4nfOWlP8svpzfKA7z94itKeeOhwYcI3E8DzNhYV3u0RHmFhPL5YkE+lJwDVqgKdHjZj1RoF0jPsR351aCugcyezGM2Vpy4V2rbm0fURx/k08/pG4nf+BwOL1pP/vSXfTqaWXWEYPL7Ao0p27gjUy+aAu5cIWXgZCEYjhPRUyThjz+eyc3HnaVzKXfhNti9s53R1NFZ8PzMd/m8NhKjG3G9CTGVkvbu4QL+Lu8PUewewKC23qFh9dQQ2RT8m5pd96tYmXDdmF0ZzpnXzr4BPqrRDSKYSH6YcsZvGxJGdCxUHYUHaCbsCzcWKz4mPx7P2fcY5TLr7t42Z3eWeQjVliDNuPpB9SPx+ILe16IsyGqD+agrkp/4TbSkat0bai+9K6xkIAjTvDYUsMbsIrdhCwpE5/XtwDp52seeYcu1XUG63FbpZQUd3NSZ8L/xGgVu3ci12ecSMdq1zf883/irDgUP5PyU2aoQJkS5mSmIic2IiIFcArJ4Ia30TtuBvfa4zn/92HM0SrkLNhWGzMAaXVI1wvto57G6z2+JwjNwfW2N7IXrNIswzX8WstrZR6pfLPwOVQoXPUo9hdrL0Zh/LBc7E75RMI27dMePwYU7MTtO8GQ+FHDhxksOtRA5yGYeG9c2IiABeuL0D2+6nTrHeC3ZjcVbyQfF7NW9jdTS7b+uBmNuxkrdyUsmxaHJW5FInmNBQHSHm5V6YdgKZvAksOn1IUHZKQOvGfTEZsY/Vcng41LhQE13OtcDmLptxWZkdic7Sa62M6oIy8uwb12vWyXHihK3A3/tJM+IauieivzDH68rVMpw+m3vcsQeRXhtlRn/dBpzSZ6cHy2nsd3ZrTC8SvwsD2s4YEr/dBJLMEAEiQASIABEgAj5LwGviNyOQn7jtjDjuixR9Oe1JXl4GAzB/oQLJ0tSZYvGlqe+YoM0SMGtO0RN6tm7F49EuPN6dZiukt3pIQPdu9vNp2ttfEr8LOOoFAaoNS6DYapt6w3qkoe8ImDr1dmhMMOgR+PqTENiz0Pk0Y+feMD49wm4P+emDUDHxPJVdcOd9gBvQvzAZ5hadHFqXXT0H1a/fQXb+mJhmxfDUSxBCpLmqfe07IJXXi4+p79fdFh8zD+SUGBpcBwpOhnfu/YMlaaclLivAwSR5sN3+iliqkmWRnVFeGYirhjRcNKUVmAO8mSZSzNu9KDVXiM+xfrPyEMtEZgjoeHM9Lhpzb2w01ZTFL9E9fQ2vV/0h8duruEvMZKqVn0Kx+1eJv6Yu/WDoPUzyGvveY0/AyC6fAV+pJoydn4YQ7VrKJvY9rsrzBIxQNhZZ01xLn5QfXHtPZLH+rBCj7L7umHALWLxEgZyfg5TgFFypeAVRd6IQczs7r9mk8Ub4+zmfJinpHvDDCgXYv6zFxghQP3UGb2fsdehuu8tJqLN7LMycCrciExAfEw9eZcLMZrXQqGwgNHPHIfPaabQd2hPXQgItdiaExuG10Djxbz1vRq/bm3BSn5uSZGn5ThgcVUsUv7U66W/e9j9k2P2XVIDtPigNfbjsgu3WrYd/JSyO7CiK60xkt25VFUF49VAHnDgizQHO+rDzrbwZpvQG4Km7G8WI8JzWzi8Wq6K6Suyy42O46jrW1a1sn5sAvPj9S6hXT0Crx1PEX5tKytw0guw8cMYs+0EOLN0LS/tSHI3dlJn6vq1fD3fgYWh+BS8mSmubLInshG7+FX1a/GY3e+7cBTQaDsFBxXdTwZn9JPHbGUrUhwgQASJABIgAESjJBLwqfpdkUEy4f+fD7JzEPTu3tESnlyTxm/m+9Xc59u6zvWDNiURas06GEydcywued18rVBBQoZyAw0dlyMqtXyh26/MUj0YNnL+4IvHbuU8NSxnCUoc4aqZ2j8HwzGsO35cd3w/Nl+8UOJmp2wAYnnwRSLkL5Z5NgNkEc4Ua4Ju0k4yVnT8O9cL3wGWmia+b2vaE4dkxBdovKR0yeAMG3N6Gw/q7osssCk0hcDhiuIuyCn/MDW+F+Wkn8I/OqgCe3VsCjlecV5D+T5eIP3Xx4gD2WPy/eWzn+HHCSuRhr7FP+w0r8Zu9lmLWY2HaSTDxnkUDjgpuANX9yPCSsgfu9pPEb3cTfTDs+Y15HJxVIV62Kr5iDegmf+n+BQo8NJ+Mh+zcfSHVLwC6kTPAV6/vtrl2/inDrj9tf+NZbQ9W4yOnpaUDBw/JsEY4hV8q77e8XuFGBbS83gB/t/sTN+8XzGWFehury+Tr4w8rZTh3XjrvoUYHcbjR4XzHDd4DPHpUjR3BT2Nj1+24HZX9nVpTGYrVf11A5T+3IkOpwILmtWHiODRKTEY3vwrQPz8eCMgWfc0CjxUXd+CuKQvdq7bDQ2GRYJ/3vOI3EyunTLcVYHX1b2J5E9s0VOND4zAmNE5MNfXkrc2SPNvNEIMKv7VEeJL0Bm7FigJeGiINAGABCeN3XcbmxrZFjveV64OKVuK1YDLC7/NJ+NY/C8sbVsPhGKl9uVmOIctfgFwOTHnL9mb2n3/JsOMP2/1nYvzEN0zwL6bUz+xGy7QP7InfAjp1MGOH9jr+0iWI+8nSzLAio6z5as7v+Hhg+So50jOyz7erVBIw+DlzYbLQue2zn58hEr+9gpkmIQJEgAgQASJABIqRAInfTsDPm4t83sLsCKBxw/v5dMFLe0tjj5SyR0utW706Avr3NYt5L9dvlIMVsHRXYwWUWEQTiyjr9DCP9m2dF76ZDyR+O78TXEYquFvXs0XsLGmqDXuRitaWuStn4Td7lFOT6V+bDfXCqYAuNwenuXFb8LFVYGTR5f6B4FKSoPl8kqVwm1C+KnSjZ0MICnVqDl/vNOXeP/g6T1R3Xp8f9i+HXdqbkpdZJN89Xi+JQsxvrdYR2zn9tmuv47W7e5DC56aIyXnvsYBK+DXzqsRkTuE3X2da3P6R+F3cO+Cb82tmvgLZNWlKC3NcW+iHT/GYw6zwJPs+5yvWLFTNhvwcYyk91qyVpj/z9+cw6Q3bWgFa3oQa136wMZf3uR5nCuZmPwmWE/2afY5xrd55/N7UVvC1nnDUv6cw/Y/DmNohDp+0rCfxpTPCsGb5Zshu2Obb5ms0gm7cRyJH9acTLX2EmEpQTvwIgbExNuK3o+jjkCgj5nWzjb5fYuiNbjWDRZ9YYc637u3HsvSzEh97bO1piZZnudWffsqMwNwgdbHv5m0yzNceweE421oM66K746H7hSwlhnVa7NbdwsCU3HQw7P1mh5qh0Yk4MUXd4EG24vfvO1gedVvxe9BAM2rWKHx08tbfZdj3j0w8j4xrJKBnNxNUatfOJRcvkeP6DemYYS+YwQIqHLWCxG+2Xva0A/OrahWgXx8T/G1Tprv9s/zlImlqITZB5448OrRz7RzY7Y45MEjit7dI0zxEgAgQASJABIhAcREg8dsJ8kzsrlwhGr17tBd7W4vhWab8c2Q7Yd7rXQ4f5bBlmxw6HdCooYBePc1QKoA/d8uwY1fhor5bPsRj/z+2Y5nozR6nttfYxUjeR3/z9iPx2/XDQ/7vTqi/nZk7UC6HbvIC8OWq2DXGJVwBZ9BDtfIzsNQjOU0WWxF8/DWXHBAiomCu3QSKfdsAXhrdZmrfC4aBtkXhXJrARzp3j9+IY1aPp9tziwnRp/TJuGTKjn6PkGvER9g5cBh6ZyeuGdPzXU2sIgAHyucWSmOd2ZhWNx0XvztWvj/OmlKwLvOyGNXdWh2NF4Lr+Ag133aDxG/f2R+Whklx7TzMZaKB0Pwjij3tNcv1rf58smQa3ZgPwddq7PLUpw33kMTr0UIdCRVnW3/DZYNsgC4Lyi0rILtzE3xEDIxd+wGBjnP3s+/4e198hdiM47imrI2tkaPRelBNVKlsKzAe19/FownSlC+OfCyoYO6eOTvQ+dJHkMOEdFkYVoa+iZA2TbCy6Vb8mSW9SWg9x/i9x/HmnmPo07cjdlaV5s5m/dgNQuWqL6D8c4ONa9ovt0G1Zj4Uu6TvcS07I2TcVLtpTz6dL0dSklSAbdGMx39+1/B15R0QWCJvAG32tcXD6bUx8uXc85sON9fjgjFF4kfVy1XR8a/sdF8sn3izpjy6d+Ml5z6rf5Tj7bqroA3IlIxlhYzPVhwE9q+jxtitz7yMw+dMiLpSHrUu1IZCCQwdbEb5WNs9ZU/+sScArZt/ADDp9fxTnuV3bO7ew2H7TqnN8uUFvDzU+RR3zL42C9j4mxynTnNigfXHuptRq2b+gnx+4vehw5wY0GHdatYABg0s/Fqd/YzaS/vHisf37E7it7MMqR8RIAJEgAgQASJABNxJwCvid3JqOo6fvoT2LRu55Pvu/UfRoE5VhIXk5it0yYAbOtvLRX7xajzemrkY708ehtCw4r0wd8MSLSYWLuFw6bI7LWbbmj1devFy/Qaw6kcOd+9l1wzr/biAZk3szxsWpEJKpgGCb14vuB+Wmyxyp/4Dd/64mPSCb90VKGsrGkCbCfncccDV8+KsAjuWazYCgsOgCQmG5tHeSH3pMVuPFApYksG64m/5qjC/93X+I7IywaLQBSbUB4e5Yt2rfUfe/hNr0i4UOGcVZQgmRD4Zn8AAACAASURBVMShrNwPbf1ixFzgOS3ZrBOLYXa6bivasD4/lXsULHrcus1JOozZ92yjA1mfMeGN8HZEswJ9og72CWhUcshlQKbONcEm15qAiGCrvBE+DjopjT054FpkpjeWxB37B7LPcsVmvkVnCC+/5Y2pHc9x+QxYaihGy791R6SXqeSSP0aBx+M3N+FAVnbKDn+ZAqtju6GVn20+aJcMA5BPH275Dhe/x6MrwDxtCTh7aYzMZsjH9QHup6MS59L4wTx3LaDW2EzNIr8rXnQu3/j+Sk+juioEPA/s2cfBoAeCQwS0aArg/HHIZ9um3Up8bSmS/Crih32puGRMhSbCgPV1cyPBq91Lw85lWxBsMGJ8l2b4uom00GMNVSj2VeoD7uclkP1mG6Fu/non5NNfBq7m+a5WqhC6fCcydGboDdlPva38kcNR9pOZp5WLBXp2E/Dt9xz0Zh56lR5qgxoyQQYWMT9lcu7JSeyFb2HIc7ISdTsKj23tJbHa+iHgicdyz4t+2aPD0KjlNnOPD2+MiRFNIEK9fBpQ+wHlq9o9RHR64N8DnNj1oeYC/BykL+EFVvCUw5X7DwixAIUXnxdQvZqrR15u//mLOFy7bjt+6lsCNLaHVeEnsjMyIliFpDSDXZu//Abs3W/7HZf3nNStDt03NmO2zKYofKcOAro94onZimqzZP12FXW1NJ4IEAEiQASIABEonQS8Jn6PmPQxKsZGWnJl54c7R3C+Fp+IBbPG+oT43bfXw2geV1t021r8rlbJjqhYQo+lRcvM+PeQfZU5wB/IzM1y4fQK69fhMOZ/0uj4N94xIiU7GNbSJo9RoFoV3xNinF5oCeyo+34+dBtXSjxXNmqBgLfmWV7LmDYaphO5YisXHAq//sOgXTzH5RWr2neD/6g8ecUFHobdWyFkpoOFq2V9PddiV92zP/wGv+ryPN4Y8J82EW3PrheLqRXUhpWpg0WVHnbYbUr8AUxL+M/y/gsRtfFubDNUVtne9Psy8QReuf6XXVsbqnXH46EOiqAV5CS9X2QCzjzJUuRJHnQDPI/UZztBMEsjMwPGToOyleNiub6OZUbCQbwT/6/EzSqqIFxqMKhIrpsvn0X6xBdtbPiPmAxVR9sCtqZjB5AxY6xNf7+hY6F+tI9dX5YlncWQK7nFBvudvIxDMRG4EJ6d7oO1VoFR+LtWdkHl9+eZcPlqrrDbsJ4ML4ctg+7H7Jop1i2+xQuYd/15yWuaGqko2+cK1GuWYui+Y1AxNRfAufBgtB3cG0ZVbnqW32v0QieTGrqVi2DYvYXlHrHYUj3yBPxfHg/t/Bkw/LlFMoesfnP80ewjJNwWEB4mg04vYPff0nOfxg1lGDJQDnbuM2OuCVeu2UYgd+0oQ78ncyOLX7r6B765e0YyV9yxODQ9Ir0pyQTnRR/nFhdPN5kQfHSxDZ9Z5VriDUMwMmaMg5CSXQhTXqUmgqbOF29a5NdYDu0/9vDI0gHN4mSIzXOf5WaCgHspAmpVl0FVxDrnHy8w4eQZWz6fzlQgwL/4zut++sWMLTuk+8ru3X81t4gLduJTe+K0gE++yv0eiwgH3n5dgaDA4uPhyG22c77nlROQqQsRIAJEgAgQASJABFwg4BXxO8cflj7km5WbxGhue6I2ixBnIjmLEn9xYA8xp3Zxt4Iiv8vnvaIoboeLMP/Z8wI+Wyi9UBjUX4aWzThs3s7jt62u54OcPVWGwIDc0+qMTAETp9gK7D26ytCzq+3pt0ohg9HMW1/TFmGFNNSagP6DseBPHrSB4rd8Nxh3lpLGoDfC8PN3QPxVILws5F37QFY2GsYv3oNpX64gUiBZjR/UU+ZDVrG6pauQngrD9FHgb0pzVFvbUr37BeS1GhZovjg63DZq8c29MxAg4LmwWliVch7Tb/8HFuVp3eqqw3CoVv7fZbdMWhzUJqKpXyQq+gfCaOQt2XGtbZkhoNnZH3Fan2x5mX1q3o9+COMi44oDwwMzp1zGice8yez69xyDwHL+sujxktL0RnbjxrckDyEtBboRj9sgVPR+Aco+LxQ7WnZ8KOUyGEzOP4rEvufeOPIT5ofYplrQNRxepDXxpw5B/75tIWHFMyOh7DnAxrb57DEYptnWdlCOeAuKtt0c+nLPpMO+zFuoMfttVLh6DckaFeY3ryP+G9u1HyZENxML5v57CFi2wvaG4JSGKxC01Vbc3RY4GNuChtjM+8UcOfgzh2H8Ypoo+nJKFZQj3kZq01ZYdO8kTIKAZ0NroOL/27sT8CaqtQ/g/8nSpmUvO4hsgoCgCCK4o4hcQRAREcQV5SLgBgiCO26oiAtXRUQRVxSUT0RARRZFBcQdFVBBdkrZl7Zp08x8z5mQNJNMksmeJv957n3upZ0558zvTHNm3px5z7pfUfqc9q0AU5duMLdsC0sPVzBf3vYPSh+5HUrx8ZQi1iy8WvcF/OV0TWYItJkk4H+TXX/PI+/W/5JTBMaHXGtCq5auv6NiuQwDtn6BJUdd06AvkJui+bsXQVL8/87G3G5Cs8blP++/9XN8eniLpzmNsyrjl5ZXw/z4KDg3/KpppvWyQbAMGh6w7WKh8aenyijYW/5Z9t8bJJzWLrK0dqEu0p9/k/HaW9rPzYb1Jdw7Jj71ebcn22pCiUP/73HHLgVPPqe9fxxwhQkXnJOYz729+xR8/6Nr9vv555jU9IKpuSnItlacsSs1DdkqClCAAhSgAAVSXSChwW83hsiZfeNdT+razHp+vGeGdargpVvO72Cu27dL2PiXBAUSmjaRcVJz1wPN8q9M6n/D3R66r0xNbeLeHA7g0Un+TwDduzlx3jn+QSfm/A5X3Pj+WR+86JcLVSywZp/wEurVsMFkkpB/oBjiNWnz90th/mEFJEmCs+MFKDv9POQ8OhTS3l0hK1Rq1EbxA68COdpVvrJnPArzT9rFunwLc/S6Do7LtDMD/SosK4NkL4RSqWroJPIhWxvdDrcULMPiIm2e9Ksqn4Tna51ruOB6eTkoOOhy19sKZQemHfkDRbIDtS05GFb1FJhiGMSUFQWfFm7BUaUUV1Y+CbZY5SY2LJCcHZnzOznumlqdTuTe9h+/hpRecxfKzvOfyZzoFlvMEmpUycbeQ3ZDVasL/z4+DJPaN8bkc9ppjqlrzsFPja7W/Mz851qYV30BqfAYnG3OQNnF+rOxPQcJr7H9tQscmy0oenoOkKuTLk5RkPPofyHWeXBvcp2GKH7odf00KT5nKW3ZgOw3noSpYCckqxX2a8fAeWY3wFGqpuZYsCQXa3/yv0+4ecBhtH5jCHDkQHmJZgsWXvwulv9Wx8/ymoEyWrU8HtAUM7/FVGmfTXzZVPnOXlDETYXXtrjmbThxaF80bez1AVpcCMvXC9SZ4Yc7XIanXqmBqs596Fz0qfrJ+XNON+y1NNKUU72agtF3uoLez0014+Ah/YCp+ELkvnFiccfyw8UXouI/O3aaIBZxDLT17e1Eh9PL2/n64T+x01mIHJMFt1RpjRpmG3KHd/c7XG7bGfaRjwUsV6zdItZw8d7E4uPD/+tEXl5kX+6FuuDFYurLlpuwdx/QprWMnj1kv4U9Q5URye9DLXhZUAD89odJXYKkYUMFYoH3WG2r7XuwrnQ/Lq/UBHXMCVhFM1YN1ymHC17GEZdFU4ACFKAABSiQEgJJCX6nxJmH0QjvBS5F/nERDBebmJm+a39xGCVV3F137wamzQhv2krNPAV33uY/Y2ruRyas+6P8wSwvDxg5rAxWnTdRGfyO3zUj7cuHbfKdkNwBCbMZJXc9A2fzU5C3ZgGUw4dQCCvkStWQ9e5z2obYcqEmYi8pDwLJzU+B3LCZK8jgsxVNmacJxtimjILpn99Dnpx9xKOQ23UJuJ/1kzdgXfye+nslOwclwydGtBBdyIYY3GFj6UFcuedziHzeYssz2/BR3R5omWU8f3mo4LfBpvjtJmakP7B/NeYUbkI9Sy4eqNEJl+aeqNnvgNOOK/IX4x/HYfXnVSQr3q/XA+2z02dtg0B+DH5HemXF9jjr1wtgnT3VU6h8UlvYx/h8/oRZZYD4aZiliAULwwt+Wxe8Ceuid1BkNeOSa3vgjzquzwERRp1d9xKcl1OeNs284Sdkv3CPpk2Obv3h6B98drgakH7vBZi2l+e1llueipIRj0PRyeMt8n1bP5sN864tcNZvDEf3AUC1vPAs3Dl+ZCdsLz8A0x9r1eN3WFvgtRpP4pi5vLyzCz9GvyMveMpXqubB2a6z+mXGdmsrTH9NPzh8/jkyLu4WZIa9oxS5d/h/IbKk8vVYWXcIxt+tDYq7G3DgoIS5z27C7ftGwoLy2fjT857B39kiQblrG3S1jNYnu+oXa6HMejvw/Y/4gv/sLgrEl/jem7junppigZiJ7d7+afY31nZYq+YOb/1Payzq0RHmICt/2x6/FaYdm3yuiyvh6H9rwD777AsTvlutP1mhSWPgpuvLQi42Ht4Fkby9QwW/49WyAfmf4Vt7vqf4GXUuRM/c8NYCiFfbIimXwe9I1HgMBShAAQpQgAIVSYDBb4O9NW/R13jgaVfOyl7dunhyl2dK8Fuc98a/TPjgQzPKyozNnLnkYhnnnl3+8LqnAJj7kQUFe13oVaso6NBBPDQ6YQuwThyD3wYv0Ah3U0pLYP1mIeAogbNVB1jWrYF54y8w/aOz8leIOsQMbfPGX2H6W/uKtjjM/tDrkOu5Aq1itreY9R1qK2vXGaUjAs9uM/+xFtkv3qstJjsHRc/NT+oMcLvixOxjf6kz/wZVbgmb3sJzQU4+XsHv/+5djoWF2hQz79btjq455YtqPnLgB0w/ov1SoqOtNj6pl/xZt6Gul2h/z+B3tIKxO960czPMv3yrfmaIN00i3X75TcL8BWY4nUCNGkD/vk40amRs/NKrM+zg97xXYV0yVy1KjIRzT2mK3ZVz0O/aSahl0c4U1f1CUJJQ9PIXIU8/a+40WJbN0+znPK8XSq7xT4niW5h4e8ey5kt19WnH+X0gHTsMy1pXSitnpwsh19XOiPY+3h3c9/7Zuuxz8Wae6/O9vmMTxuy7xa/9hS98Cun4VOlNmyUs/tyEgr3+M6snPhA8SJt7V2/NF7CioiKpCr6sfC3Of7xfwFzW/z74HE7Zu0jTroOVm2FlT1dqlmZNFTRror1OjhwFVn5jwpq1gd+A69ZVxgXnawP2O3ZK+ORTM/L3AP+e+C+WdV2qqfdaexVMLmsEue2Zuv1s+nsdbC+MA47nwVfy6qB47AtA9cBfSIrAtwiAB9q6d5Nx3jnGU/eEvACTuEMygt+zj/6Fu/d/pzlrMyRsaXw9TEG+yEgiU8iqGfwOScQdKEABClCAAhSo4AIMfkfZgZkU/BZUn3xqwg86rzXrMXa9QIFJkvHtKrM6yyg3BzhQnqpYPeSMDgr6XBZ40UAGv6O8QA0ebtr4M2xi1qHXgmEGDw29W3YOCp/9P89r9daFb8P66VtBj1Nq1kXxg69D8y65zxGiDFGW71b09FygSvXQ7UrRPSIJfjsVGUcUB6qZslAmy2r+Xd+t4ZZZfj8bWa0d7q1RPttx8J4lWFG802+/nU388/KmKF/EzWLwO2K6lDxwxy4Jr/rMKq5UScI9Y/RnBBs5iXCD35ZvFyPrnfIFhEUdcqOTYL93mqY6U/422Cb6L1wpdiqatiRk07IfvxVmn9nBSnYuip+fH/RYv9nm4o2ekmLNOGAf9QzklqfplmN78T6Y/tAu5OmEhLENvoRJMaH70TfR45j/507hnc9CalWeBmbxFyas0pmp/OC9ZRALFAbaRN22F+8X7/347VJ69e0o6+qfP17sWPmFuyH75NEWNylGvmh4daYZO3bop0CpXEXCuFEO/LNJwscLzDhyBGjSWMHlvZzYtkPCqH3f4u+T/tK2VVFw8On34BSz9UeVL/is2anwCCzfLAKyc+A4tyckS/AFG8Uw/tZsE/7YVoosR5baF97bWV1kXHoJg98h/7AC7DDl0C949tAvfr9df+I1qGrKirTYpB7H4HdS+Vk5BShAAQpQgAIJEGDwO0rkTAt+7xQBhdfNhmKkublAUVFo4K7ny7ioq/6DGIPfof1isUfOY8Mg7dwci6I0ZYg83GLmplK7ARxnXQJUqgpp1xY1X3ioLVS+b8vyj5E15yW/YgqnLlLz0VbULdzg99xj/2DUvm804R/xAD69TlecbytPq6AX/L692qkYX6ODh0p35nd2bXxSnzO/Q11P4gu++nk5oXZLmd+n+9gVaJ2KcaPLIs5FHG7wW3S2SBmlBi5F4LveiSgd9pDnLRj3xWBe/yOyp473uzacnS9GyY3aVCh6F1D2q4/A/PNKza+MpIuxPTwEpj2uxRkDbSKFil0nKCsV7ETOI7d4ZiSL4++9qCOmdXItJJl3IA+jP7Ng5Hb/lDUzO87FwFvKv6D8aqWEpcvLv7Cr7ixAB/syXHR9Y8indAraPmdRMWxjB8Aqa/Owyy3awT5a+8WDu6DKC16HvOh9TbnOM7qi5Gbt4pl6FYtUJmJm9U+/mLBvn3aPWjWBawaWYepL2oh9Xk3grpFluGnjKnyRvVFzkFmWsW/ybPVnpdeNQdnZ/jnvw/3QWF68A0MKlqH0+OLLZ605G202tvEUE+yey2hdGzZK2J0voUF94GR3fnajB4ex36Z/gW3bTGoO9yY+s/FFMZz5HQZmkF0Z/I6NI0uhAAUoQAEKUCB1BRj8jrJv0j2AoMfz+x8S5nwUfGX4mjUVFBdLhoLflSsDIiChtzH4HeUFavDw3OGX6M6ecx8uAgni9etwtpJhD8O6+F2Ytv3tOkySUHLTeJjyt8Py43JIe/xnGHuX7+jWD47+wwNXqcjIeep2SFvLZ9I5egyCo++QcJqZcvuGE/ze4jiCc3Zq0x24T0i8fr2x0TXINbm+CBAB8jnHyvMCi599XK8nOtnKF5wTOb/75X+Gvx2H1GNEEF3k/D4tq2bKOcW6QZz5HWvR5Jb33SoTPlvin/rh/vFlyIpwcmYkwW9VQay2V1YW+E2W0lLkjurj2s9rK37iPYgFg0Ntpr9+he35sT4ztidDbtk+6KF6iyn6HZBTCUXPfuz3Y+sns9TPd/f2XttmGNnrLM1+tfbVwhdvLUVTR3kqpZ9s3fBejfvxwATtOh9vvGnGv1slnFa8AtcdmugpJ1gQ271Tzr3XQDp4PJ/a8R+K3OJi8WZFJz1ItWxAeWYsyv50zd6VT2wB+8jHgarG12bQuw+68gonDhyQdBcHH393GdZIO3Dtni81Rneu/gMPf+VqR6gvfENdB+L3JYoTJ219B7LPbPi+C65AzYM1UbeOgqFDnBH/DYg63p9rxp/ry2e/n9JaxtVXxX4m+YfzTPjt9/K/Yb03BZMR/BYGA/I/x7f23Z4umVH7QvSsxJzfRq5R7kMBClCAAhSgAAWSIcDgd5TqmRj8nvW2GZv/1b72KwLYp58mq7OhCgtdqGImpJEsGnXrACNvZfA7yksxqsOzX3kI5l+1OSxFgWLBtNIh98L85w+wfPWJXx3iYV2xWJE135UP33sr6z4AliWuxWEDbpIEpVY9SHvLHyLd+5b2uRFllw4Ofrwiw7LiE0iFR+BsfDLkdp2jckiFg8MJfk89/BueOvhTwGa/WacbLs515exVFAUvHPoV35Tko5bZhsFVWuI8r5nh7kJkRcHCoq04ppTiitxmsJnCW+g2FQwjaQOD35Gope4xItb88nQL9u0vb2O0QbqIg98GmEQKkqzXn1BzbquL9958b9DFfn2LlPZsh2XtcvXHzjMugFwvdCAu6+X71XUegm1l5/ZC6WD/3OHWeTNg9fp8f7Dr6fhf5/LZxe4yH/16COr+uQjVnPuwx9IEv+Z0VX+ll9Lk2FEZde651LWYstcmcpeLHOaBNsvKT5H1Xvmimu79xJtHYr0JxScNVrVKVoi/90MHjqKouBQQ6V4i2P5YL+HPP8W9kITWrWW0baPg7ffM+Psf/7Qo991Thuxs4Mui7Xj/2N84tn4temzagRFrN6gLoIpt/gkPYKXzIvX/n91Fxn8iSE3yY0kB+uzW5jMX5fU7dDpucLZHxw5KVItd6qUTEuUPu8WJhg0iz6fvyy9ypYu3DH23UbeXqfn73Vuygt+i/jXFe/C74wD6VGqC2uaK89aP3qXOmd8RfADwEApQgAIUoAAFKpQAg99RdlcmBr8nPm5RFxDz3hrWV9Cli4yP/i/4jHA97gH9nepDo97Gmd9RXqBGDz+4Fzkv3gdp17/qEZaT26HS/c9hT6ECWQHMKz9Ftk9wwXnqWSgZ/oi6v/n7pcie9ZT6bYdkzULxfx+ECOZYl+rPStZtltnieYVebtbG9cq6Ofzryegpp+p+4QS/lxZtx/UF2gXUvM9raYPL0Sor8GxGEYhZbd8Ds2TCxTknaGaBp6pPvNrF4He8ZJNXbkkJ8N0qCU5ZQvXqirrGRDRbPIPfnnaJvBqmwIsVRtN+32Ol/Xtge+k+SLtdC+GKWdZic7/lI5/UzjUj2uYf2DOvXY7smU94inzsvFMx5ezyPN7qOCKZ8HOV6zH1ZQvEabm3k5oD1w/W+cK7uBC5o/v6naKRGdF6+dVFQXrHeoLfhQ4U2fW/eI/Eeds2Ca/N8h+zmjZRcNP12psm86/fIvuVhz3VbKh8Hl6r4hpP3dulPWSc1Tm8GdV7ncVov/0Dv+a/VOsC9K3cNJLT0hwT6I0KEagXAftYbSu/lbBkqb/lwKucaNO6/O84mcFv73Pd7DgCkYLMrpShtbUGBlRpESuKhJTD4HdCmFkJBShAAQpQgAJJFEho8Pvg4aMYPv45rFu/GY+OG4J+Pc/HvEVf44GnXbNG3T9LokfYVWdi8Nv3lVeB1rmTrD6vr1pj7KE9K0tC2zYyWp2soNXJgR+YGPwO+5KM7oBjh9WAc70GtWAyScg/UKwGv8Vm/XA6rEs/VP+/s1UHlAy9H8itUl6fLEMqtauzFsXUMuuid2Bd8Kbh9jh6Dobc4lTIVapDadjM8HHptmM4wW9x7lfmL1YD2L7bWTn18GHdwPlj5x/bjBH7vtYc9kG9HjjXVj/dSA2dD4PfhpgyeqeEBL+TIKzONhdfPuZUctVeWuL636zsoK2xLH4XWeIzXlGwrcOZOK/HKTgil3qOeTSvM4ZUbY3tOyWs/cGEQ4eARicouOhCGWa9WwVZRu7IHn51irHB0TvEoruOUuTe4T87PJHB72++M+GLL/1PbOAAGW1a6dzn2Itg3vQ75LqN8OC0Rn5vyrVqqeCagYEXBA/UObfvW4l5xzZ5fn1Gdh3Mr98zJlfWoUMSnp3qH5QefacT1atF9+WSdwP37Zcw9SX/eu4ZXYZKlcv3TIXg9zbHUVy462PYlfK+Gl61Le7POyMm5okohMHvRCizDgpQgAIUoAAFkimQ0OD3s9NdKRBGDxugBr2LikuwedtujB0+UP35Q5NnokvHNmpQvKJsmRj8PnAQeOtds5rbUmwibcmN15Xh21UmiIc/700ExL1nfLl/d901TrQ4KfSDEoPfyflLqFfD5hf8DrslZWWwTRkF05YN6qGSxQJF5CIIsDnP6YmS/sMifgU97Pal6AGhgt9ORcG0I79jn7MYlU1ZGF71FHxS+C92O12ryzqhIM+UrQadJM8L9f4n22H7B9jjLNb84spKzTC1dsX5/I1lFzL4HUvN9CwrXYPfseqtPWWFeOfY32q26dOya6J7jivlkuFNUZA7Qqw/od0clw6Go0+I4DeAnEeGQtq9RXOw/bbHIbfpBNO2v6BYsqA0bIp4zfzefwB44UX/NFH3jHGgUiXX/dIqez6WF+9U01Cdm1MfF+Q0VH8+6RkLin0WCD+9vYIr+oQf/BblLSj8F387DqOWOQfXVW4JSeShi9G29kcTFiwsv9fr3cuJTh1D38+FW/3X35rw5dLyenr2kNHFZyZ8KgS/Jx/6Gc8f+tXv9HY2CX3NhmsSr/0Z/I6XLMulAAUoQAEKUCBVBBIW/C62l6rB7at6d0Wn9q2waesuDBs3BZMmDFX/Lba1v2zA3AUrMHHsEOTYIlyRKsGymRj8FsQil/fu3YBkUlC/nuuhatduYPprFs3spYsvklGjuoK588pn8PToLuOcs4y9Hsvgd4Iv6OPVxST4fbwsk1iQ8uhBOFu2h+Xnr2F793kojvLZgb5nWHLTBDjPdOU9NbQVHwOycgylSDH98zuyPpoO05aNcLY9E6VXjYBSp4GhahK1U6jgd7/8xVjjNdNbpDVZ0qAPTEEC3Xptb7z1LZT55NbtmtMQ79btnqhTTal6GPxOqe5IycYw+B3/bsmePhHmX77RVGQf/xLkxi1DVm7K34GsN55wLbJstqDk6pGQW5wG24sTIFK8iE1udBKy7n0elWtWx6Fo054c2ofsD15S2yvKLe1/K1YfPh3zP1fUT2OTbEbf3k50ON0VGF5etAPXFmgXvJxZ5yL0yD0Rv/xqwrz52skDN1znRPOmsQ8qh4Q0sENpiaLm069VU7wgELvAum/VhUUKCgpMqFdPRo7Nv55UCH4/degnTD30m5/ajiY3hjkqG4CP0y4MfscJlsVSgAIUoAAFKJAyAgkLfouUJxOemIGxIwaieeMGcKdAGTNsgCf4LQLik19+H5PuHYoa1bzSKaQMl39DMjX4HahLRAD89z9Mak7wBg0UnNbO9eDmcAD79wE18hRkh/GgxOB3ci7+WAa/dc+g6CiyPn1LXWRTOlDgt0vR8wuAbBukkmKYv5gDk70QSm5VOHoMBCyumXWmv35F9quPqItdis15Sic4LhkIueWpnvJMWzcChw9Cbt0BsBchd8IgT15xsZNSuwGKJ85yrc6aIluw4Pe/jiM4d6d/HvWn887C4Konh3UGo/d/iw+O/q055v4aHTG8mjZvb1iFAigRr34rQLapYuVrZ/A73J7OvP0zMfgtAsnSdpgwEQAAIABJREFUof1wtjxNN/d3zK8C2QnrJ7Ng3vgzUKM2HOf3VtNsBdqU0hJkffIGzH/9Crl2AzgvvALOk9p6ds9+6X6Yf9cu6mnq0R9Vb74r7OC3ed1qmP/6DYokqYuRZn3wP0g7XetkiO1odhb6jx+J7+2uMe3CnBMwq85Fau5z849fYcjBb7DoJNdMb/d2krUavmp4hfrPPzdI2LZdfI2pQKQ8adw4cOBb/ZwFkC1VrM/ZWF8vqRD8Xly4FbfsdS026946ZNfGgvqBF2mNtUO05TH4Ha0gj6cABShAAQpQINUFEhr8Fvm+3cFuveC3mPk9ZfocTHtyFIPfqX7lJKh9DH4nCNqnmrgHv4/XZ/30LVgXvu13kvZx/4OzcUvkPHErTF7BBWfT1igZN1XdP+fuKz2Bb08BkgT7Q6/DmVcXOSLliph1LjaLBc4W7WFe/4NfXcX3vQLlhObJgdapNVjw+wd7AS7PX+R31Lgap+POaqcZPodS2YmW29+Fw2fm94qGfdHCWt1wOe4dvynehWXFO/FdST7WlexXf3yOrR7eqnMxbCb/NABhV5CAAxj8TgByBa8io4Lfsgzbs6Nh2vSHq9ckCSV3TIKzVceU6kXbc2Ng+ks767ZIfKFZxxVkzh0u0qhog8imlu1Q9bFpYQW/LWuXI8trgU89hFt7nYUP2mrXq7i92qm493Al2J66Dd2v64EfGtTSHFpJsuKvxoNDmr5zdCM2lB5ErsmKn0v24jt7vnpMF1tdvFOnO3IqyOdsyBMNc4dUCH6LJs88sh6PHFyrjqmiT16qfQHqmXPDPJvk7c7gd/LsWTMFKEABClCAAokRSFjw2532JFhOb5EHfPWPfzLtSWL6vkLUwuB3cropUcFv8bq4eM3ddyuaMg+W31Yh683Jfr+zj39RneGXO6afLo5Y4EzkN7V8+pYhPPvDr0Oue6KhfROxU7Dgt0hTcsq22TimODRN+aHRANQP40H7x5K96LN7od/p3F29PTpm18bK4t2q4fk5DUIugLmieAcG79G+yu8ueGjVNng478xEsEVdB4PfUROmfQGZFPy2LpkD67wZmj5VKlVB8TP+b54kq+PFrO9Kd17mV733IpfZk++AefN6zT6mbpej6rCxYQW/c8cPxNuNq2NDzWqwlTlx3bpNaHLomKbcWmMHwSkWOvHaOtvqYtG0OTAV7MCkc9vh6XPK30wSu4m1GcTCoMG2Bw+swetHtOfgvf91VVriyZpnJ6sbklpvqgS/k4oQg8oZ/I4BIougAAUoQAEKUCClBRIW/BYKwYLbRoLjqSjJtCfx7RUGv+PrG6j0RAW/Rf3ZU8fDvP5HT1Mcva6F47IbYF30DqwL3vRrotyyPUqvHgnbo0N1m68Gv4uPwbLs//x+r1SuBunYYc/P5RNbwD7h5eQgB6g1VM7v7+17MGr/N9jiOIo8sw3/q3UeRK7ucLZ8ZxE6bnctQOy9XVapCT4t1C4Y91adbuiWG3jhuhH7vsL8Y+Wv/nuX1y67Fj6r7x+cCqetidqXwe9ESVfcemIe/C6xI3v2CzB/vxRK1Roo7T8CzjMuSAmgrPkzYflstl9bil76HPAJ8CatwaUlyA0R/DZv/hPZz90NlLm+MBTO1gdeRK7VhKPzZ8O5fbP6lpEYN5BTOeCpTPy/+/Dq6S08v88tLcP3ry1Aw6Plq1R2ufkybKxVTVNGf9uJmDFxkvozsdLJbT3Pwux2rtnhl+eciP/VvRDmEJmhG26ZFZS4ismKDSeGnj2etH6KY8UMfscGl8Hv2DiyFApQgAIUoAAFUlcgocHv1GWIvGUMfkduZ+RIBr+NKMV+n3gFv0WOb9OOTShrfy6Uhk09DTf/tkpdpMzZtjPkJq7c1aZ/1sE2ZbTuySmVqsLZuZtugLv4gRnInvUUTNv/0Ryr1KgN+51Pw7rsI0i7tqj1qAEPW6XYA0ZRYqjgdxRFaw69qWApvija7vnZ6dm1UKLI+LP0gGa/brknqOlLAm3X7FmCr4p36v66d+WmeKVWagTzQrkx+B1KiL+PJPgtFtk1b/hJzZkti7zZXpvtpfth8slHbb/tccinJP9tCesXH8D6f69pOz23Moqm+H+pmMwrI/uZu2B2p2Y53pDih16HUs/rbZ7Co7B8sxCwZKHs/MtQ1WaCPGYg5KPGvgiVFQWNtvp/ETvK1hITvv0d5q0boNRthCVdOmGQuXzcEStJfFznPzh/zHXasUgEwlt1QMmdT8GyZglM638Csmwo63gB5JPb++yr4IQt/nV77yRml8+rd2kyuyFpdTP4HRt6Br9j48hSKEABClCAAhRIXQEGv6PsGwa/owQMcTiD3/H1DVR6PILfvrlZS6++HWVd+wQ9Qb1X1t0HOK78L+Q6jWBZtwrmtcvhbNgEjj43QW7cCrmj/MuVT2gO+32vJAc0jFoTFfwWTXr/6F/YKRehCqy4uWobnLr9fRySSzStPS2rJhY16B3wDF49/AcmHlzr93sR+Pmo3qUQgZmKsDH4XRF6KbltDDf4nfXu866g6/GtrPPFKL3xHs+/c4d39zuhsh6DUNp3SHJPVNQuO5H9zCiY/z2ebkPk/L7tcTjbdEp+27xbYC9G1oevwPzDMnXthtLeN/oFkH0bXPmrjyC/7z8WFD/8OhSdFFgi3VTjrf5ptO6sfhrGVT9dU/xv9n1YYt+h/uyKSs3QzFoV1tlTYf16gWc/pVoeih94DdZVn8P60XTN8fa7Jvu1v1/+Yqyx7wnoPqdeD5xjq59a/ZKg1jD4HRtoBr9j48hSKEABClCAAhRIXQEGv6PsGwa/owQMcTiD3/H1DVR6rIPfllWfI+utZ/yqK/zfYkiWIAsiyk5kLXgLls/e8ztWbnEapPxtkI4dgly3EUz529TX1kuvulW3LlGA/e7nITc/JTmoBmtNZPDbt0kiiC2C2d7bHdVPxT3VOwRt/cQD3+O1I+shQ8GVlZqjsbUKrshtimZZ2hQABgmSshuD30lhr1CVhhP8lvbvQc791/qdn338S5Abt1R/rhf8dlx6jfolXrBNLPCYNfdl9S0a58mnw3H1SMj1G8fFUqy9gIJd6ps2SpXwF8ONS6OiLLTKsjlwztXmMxdFFt8/HUpD7YKV7qr+s3uBZzFf989m1emG7kFSQnk307x6Ccz526BYrCi7oI9qmXPnZZBKtV82lp3bE6WDR2nO8IDTjjv2rcTy4p3qwpZ3VG0HLHobkGX0+2sHmp7aDY7+w6JUqZiHM/gdm35j8Ds2jiyFAhSgAAUoQIHUFWDwO4y+2bR1Fya//D4m3TsUNapVUY9k8DsMwAh2ZfA7ArQYHBLr4Lf107dgXfi2X8uKn/wAYhZcqC3noRsgFewKtZvn90pWDqTSYr/9S0Y+pqZWSeUtmcFvEby+Y+9K/F/hZpWof6XmeL72eSEy0gbXVMSvFUVdQDOS7Y+S/fi8eDsskkldHK6yZI2kmJDHMPgdkijjdwgn+B1oMV/HFbfAccnVqmXW21Ng+e4zjat9wkuQT3QFx/U26egh5IwfqM7Mdm9KXh0UP/YOEOHfWKZ1bFHpXrw+ZxLEZ9Og3zej8eFCKHUaoPjhWQENd5Qdw8i9X+OHkgJkSWZMzOuE66u00qUTaVJMBvoid8Ql6mej9+bs1A0lQ8YH7ZKsj16B5cuPNPs4+g2Fo/uATOtKMPgdmy5n8Ds2jiyFAhSgAAUoQIHUFWDw20DfHDx8FMPHP4d16zejXetmmPbkKAa/DbjFYhcGv2OhGH4ZsQ5+m3/+BtmvTtQ2RJJQ9OJiwGQO2UBp325kfTgN5t9Ww9m0tTpbXMx+DLSVXXQFLCsXAo5SzS6FUxdCsmaFrC+ZOyQz+B3L8z7otGPI3mX43l6gFjuwSgtMqXlOWFV8XrQNQwqWeY6pbc7B4vq9Ud+SG1Y5RnZm8NuIUmbvE07wG4cPIHe8K8jtvdkfnqm+qeLeLF98APM/66BUqYGyLpdAbtEuKLL1s9mwzp/pt0/x+JegHJ9Rntm9pD17y/KPkfXxa0BpCZwdzsOagTeh74HlcChi+UnXF3Pz1+bjjAtvAGo3iIpOpCa5bd/X2FVWCKtkwvM1z0XfyvozyUVFWW8+DcvqJZo6S6+/G2Vn9Qjajty7+gAl2i935Zanwj5qSlTtr4gHM/gdm15j8Ds2jiyFAhSgAAUoQIHUFWDwO4y+4czvMLBitCuD3zGCDLOYWAe/RfXZM5+Eee1ST0tKbp0I52lnh9ky1+5Z82fC8tnsgMeqC1nai2Bdqp0dV9rnRpRdOjiiOhN1ULoEv2/c8yWWFLty37q3iXln4paqbQxTnrJttl8O8juqnYp7agRPw2K4Aq8dGfyORC2zjgkr+A3AsnSe+qWde3NcPgSO/wyKCs23THdhfos8RlVLehxs+fErZL32mOZkbu11Fj5oqw1Id7TVxif1ekV10mK2d9vts3FY1n7h+kWDPjglK8DbTWVlyH5nCszfL4VksaLksutRdvytgGCNyblvMKQDri8V3ZsYS8WYmmkbg9+x6XEGv2PjyFIoQAEKUIACFEhdgYQGv9f+sgE33vUkZj0/Hp3aa18XDfa7VOFj8DvxPcHgd+LNRY3xCH6LcqVD+yHt2Q658cmALSfik5O2bETOU7fpHi+CCEUPvwHbpOGQCo9q9pGbtoZ93NSI603EgekS/G64ZZYfl1gA7sXa5xtm1Cvjpiqt8FjNLobLMLojg99GpTJ3v3CD36pU4VGYtv8NseAuKkefA18pLUHugzdAOrzf0xFixreY+c1NK2D9cBqsS+dpftjtuh74qUEtzc+yJBP+bXx9VHx/lx5C110f+5Uxpnp7jK7ePqqyfQ82r12G7JmTND+2j3gUcrvYfy7GtOFxKIzB79igMvgdG0eWQgEKUIACFKBA6gokNPj97PQ5qsToYfp5CUP9PtmMesHvQntZspuV1vXnZJtRXFKe2zStTzaFTi7XZlHzPBfZy9S8qKm4yRt+hfLN51COHITUqDmkoiNQsnNhOrcHpBOawnnP9ZB3b9M03XRqZ5jvfioVT8fTptxsC4pKKv7nygkb3sQhp3YW5IhabfF03bMM+1+w+WP8WLxXs/9jdc/EXbVOM1yG0R1FYFPk6S0tO54OweiBx/dTFAWVc+KTjzzMphja/VhxGVNEG5Iq30mkcc62mmEvTe6YpOzLh/z5XGDXNqBRc5j6Xg/JFvtUQGHypNzuzg+mQ16ofUPovos64OVOrTVtHVS9BWY07BpV+/eX2dF4o/+6Fs/UOxu31oz9IsvyDyuhbPgZkEyQ2nWCGNsycRNfWvI+PLqeF2nnK+cEWXg8uuJ5NAUoQAEKUIACFEgJgYQFv915s8cMG+A369stIWZ/T5k+R5NTO55KIpg9bNwU7N5TPoPKXZ9vbm/xc73g9+FCRzybmPFlV8214pi9DLKcqiHY9Owi4S4CPUeKHL7rcVWcE/5+BZRpPq+B3/EYpNPDyzud6BOuWsmKY0UOVPRLfu6RTRi6a7mHzwwJK5r0RTtbTcOkG+wHMGjXl/i39Ih6zCWVG+GDE3pEtQBnoMpFUNNkQlRftlWrVHGC3xy7DF+G5dewSYL4YvBoEcf98PWScMS/G6A8MlxTcfHl1+HKDnWwqihf/Xl7Wy3MO+E/yLPYom7g4J1fYuHRLZ5y2mTXwNdNrlAX6+UWHwHxmcvPsuhtK9LYFf3ZsgQKUIACFKAABTJRIKHB7wlPzMDYEQPRvLH+okJ6weVU6hSmPUl8bzDtSeLNRY3xSnuS6LMx/7YK5g0/QUTyna07wtk29WfHpUvaE9HXK4p2Yk3JHnVG9ZWVmqOZtWpEl8AhuQTZMCHHFL/gMtOeRNQ1GXVQRGlPMkoo9U7WtHk9zD99DThKoJzYAmXnXAoR6JOtMg4WOmBxxDYw/c6RjdjpLES2ZMKwqm2RY+KM2nheFUx7Ehtdpj2JjSNLoQAFKEABClAgdQUSFvwutpfiockzcVXvrkFnfs9dsAITxw5Bji0r5dQY/E58lzD4nXjzdAp+J0cvulrTKfgdnURij2bwO7HeFbE2Br8rYq/5t1kEv8Xf+6FCh5rai1vFFWDwOzZ9x+B3bBxZCgUoQAEKUIACqSuQsOC3IJi36Gts2Z4fNOd3k0b10K+n8QXREkHrTtmybv1mT3U3D+qpnseu/cWJaELG1sHgd3K6Pl1mfidHL7paGfyOzi/Soxn8jlQuc45j8Ds9+prB7/ToR3EWDH7Hpi8Z/I6NI0uhAAUoQAEKUCB1BRIa/HbP/hYc3rO73T/ftqsgYfm+Y9UlDH7HSlK/HAa/4+sbqHQGv5PjLmpl8Ds59gx+J8e9ItXK4HdF6q3AbWXwOz36kcHv2PUjg9+xs2RJFKAABShAAQqkpkBCg99uAjED/IGnZ2pEHh03JOVmfBvpMga/jShFvg+D35HbRXOkcDebJOw5aIezoq+8GA1EEo5l8DsJ6ICaBkEENyNdPE0sEFs/Lyc5jY+gVo5d4aMx+B2+WSoe4Q5+i7/1QqY9ScUuMtwmzvw2TBV0Rwa/Y+PIUihAAQpQgAIUSF2BpAS/U5eDLaMABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQIF0EGDwOx16kedAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACGoGEB7+fnT4Hr89epDbCvWgk+4QCFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoEEuBhAa/Ra7v1T/+6VnsUgTCmzSqVyFzfceyE1gWBShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKxFYgYcHvYnspHpo8E1f17opO7VupZ7Fp6y5Mfvl9TLp3KGpUqxLbM2NpaSXgvn4WLl3tOa9Zz4/3XEtpdbJJPhnvBWl7devi+bIqyc1K6+p5fadG9679ZQNuvOtJ8LMlNfojlVsh7l+GjZuC3Xv2q81s17oZpj05ivcyqdxpANx/4+yzFO+oIM3jeFlx+y7dW55pk7p8/xYfHTck6IQ27+cL97WQjm+BZ+o4c/DwUQwf/xzWrd+sdm+oe2nvbADu6yHUNZROnyGZGgcT18mEJ2Zg7IiBaN64QcAu9b2exI7169bE9KfHBD0una4RnkvsBRIW/Na70I1e/LE/bZZY0QTEtfLG+4sx/Ia+yLFlqQ+wEybN4AdgjDtSuE6ZPscTxBE3JmIbPWxAjGticd4CvL6Tfz14P6yEumFPfmvZgmQLiOtl+64Cz4O++KzMLzjALwuT3TFB6hcPmvdNmoHHJwxVH5x830ZM4aazaV4CHC95OaSagHdQN5OCd97PCO5A1ZhhAwJOTMqEz9xMHWfcX4R06dhGvS/yddD7m83UZ0zvoG4mTZzw/rLMSBDbyGdKqo0FbE/qCyQ9+C2+IQw2UKY+IVuYDAF+IMZH3XfWim8wPD61slRfAV7fib0m3LMvxo0chHsnzeCYlFj+tKiNn5Wp340i8LJle77ny1wjD+epf1ZsIcdLXgOpIpBJM7/1JrCFCmZmQvA7U8cZ31nMvsFwBr/9BTjz29jMb8YJU2WES492MPidHv2YcWfBh9bYd7nejQqdY+9spES6G1GKzT7e1nnVq6ivbPJGKza2mVRKJjzUV/T+9A3MMGha0XvU1X6Ol+nRj+lwFpkU/Nb7uws1DvqmPUnHlCeZOs7oTQAI9WWIb9qTTHprwj12ZWL6X6OZH3zTnhiZLZ4O4wjPIb4CCQ1+e+eBCnRamfT6R3y7Nn1LN/JtcvqeffzOLFBefu/XxONXO0t2C/D6Tty14HsDxmBY4uzTqSYG3ypGb/oGpvj3XjH6LVgrOV5W/D5MpzPItOC3b+AuVPDbu6/dn78DencNmie8ol0fmTrOiOD33AUrNKnfQgW/vfvWvY7KpAlDM2Y9L878Dj7z2/dvX3y+zFmwguvrVLQPxRRrb8KC3yl23mxOCgnoLXjhbp7vt8DuB516dfKYhzrGfciZ3zEGjaA4Xt8RoEVxiO+ihd5FMe93FLAV+NBg14Tel/OZ+MBWUbs3U2fkVdT+CtVujpehhPj7aAT0FlYNdY+QLsFv7zVQfA17deuiBjh37dmnWUNB7BdO8Nu9v3cqqmj6K1WOzdRxJpKZ3759li5/P0avRQa/wwt+G50xbtSf+2WmAIPfmdnvFfKs+aAT/25jzu/4Gweqgdd38uzdNXMmaPL7oCK1gIHvitRbrsAMc35XrD7jeJke/ZUpZ5FJwbtIcn77Xge+n8npcJ1k6jgTSc5vBr93gWlPGhj+s2fw2zAVdwwiwOA3L48KIcBXWxPTTb7f3IfzylpiWpietfD6To1+ZfA7NfqhIrSCqU4qQi9p2+jbZ+HOUqx4Z5yeLeZ4mZ79mg5nlUnBb9Ff3s8IevdP4vf5BQfUmeJi+2jhV7iy1wXIsWUhXe+3MnWc8f1c9nXwTXMj/r1o6WoM7tddvTYy8Z6KM7+1M799J5SImITYOrVvpf4v79nSYZRM/jkw+J38PmALDAgEehU9HRdLMcAR1128F6Rxv94oblS5xU+A13f8bMMpOV0fxsIx4L7GBHwX7nIfxXQ5xvyStZf36/xcYyZZvRBdvRwvo/Pj0bEX8B0PMmVhNt/UML6pKr2D3+I5IlMWOMzUccZ3gULv+yHf4LdeWqFMuX/ydRKfSJkQz9Drc+84g2/w23es5z1b7MeuTCyRwe9M7HWeMwUoQAEKUIACFKAABShAAQpQgAIUoAAFKECBNBdg8DvNO5inRwEKUIACFKAABShAAQpQgAIUoAAFKEABClAgEwUY/M7EXuc5U4ACFKAABShAAQpQgAIUoAAFKEABClCAAhRIcwEGv9O8g3l6FKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUyUYDB70zsdZ4zBShAAQpQgAIUoAAFKEABClCAAhSgAAUoQIE0F2DwO807mKdHAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUCATBRj8zsRe5zlTgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFEhzAQa/07yDeXoUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABTJRgMHvTOx1njMFKEABClCAAhSgAAUoQAEKUIACFKAABShAgTQXYPA7zTuYp0cBClCAAhSgAAUoQAEKUIACFKAABShAAQpQIBMFGPzOxF7nOVOAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUSHMBBr/TvIN5ehSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFMlGAwe9M7HWeMwUoQAEKUIACFKAABShAAQpQgAIUoAAFKECBNBdg8DvNO5inRwEKUIACFKAABShAAQpQgAIUoAAFKEABClAgEwUY/M7EXuc5U4ACFKAABShAAQpQgAIUoAAFKEABClCAAhRIcwEGv9O8g3l6FKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUyUYDB70zsdZ4zBcIQKLaX4qHJM7FtVwGmPTkKNapVCePo1Nr14OGjGD7+OZzYoA4mjh2CHFtWajWQraEABShAgZgIpNPYlU7nEpPOZSEUoAAFMkhg7S8bcONdT+LRcUPQr+f5KXvmFaWdKQvIhlGAAnEVYPA7rrwsnALGBNwPtguXrtYcoHeT476x8N6xXetmhgLTm7buwn2TZuDxCUPRvHEDQ42bt+hrzFmwwlO+O4C8bv1mv+P12iGOf+Dpmeq+9evWxPSnxxiqO9hx3ga+dbotu3Rso3uD6G7/gN5dU/oG0lDncCcKUIACSRSI99jlPQ5EMoZ4j13eTO5xYMywAejUvpWf4LPT5+D12Ys8P795UE+MHjbAsHSgL1qjGbvc1vXq5IXVFsON5o4UoAAFMljA6PNVOOOem1Pv2cnos5vec4teG4w8Y/mOqd7d7f3M6T0G+o5/oZ4lheOESTMMP+9l8CXHU6cABRIswOB3gsFZHQX0BPQeasXNxbBxUzDihss9QVpxM7Jo2Rq/GwpxM7Nle37AB2LvGzojN0e+N2uBAgTe5yLasPrHPz0zqiOdqRbqON+ghTARmzswIc517oIVQWd2i32mTJ9j6AsDXrEUoAAFKKAvEM+xS5Q9edr7GNzvYs8XpmKcefnN+SEfqgMFt93j6u49+9UTmvX8eL/gtxhT8gsOeMYQd1lntm9lKOjsHZTo1a2LXznu8TSSsStU0IHXKQUoQAEKRCagF7QVn9Pf/7LB87zgHkN6XtRZMx6IcWLCEzMwdsRA3Qk+4rilK3/Ef6/t7Wmc71gTqNW+z1diP1HfG+8vxvAb+nreYvWdrGRUwXe89H5GEmWIN2a9nwNFu5s0qhd0ApHv+Ga0LdyPAhSgQDwFGPyOpy7LpoBBgUAzurxvjH7fsDnqb9LDfXA2GiTWCzREehMW6jjfc/AOdgtukaLlqt5ddWfzubsj1Oxwg93G3ShAAQpktECixi43cqgZ2+79Qo1dgcoJNDboBR/0Ot7bQwQHvL8QjsXYJepkUCGj/+R48hSgQJwE9ILf7mD3pAlD0bZVM/UZI1Zv34Qap8RphvO8Eu4znpvRd3zz/bd3sFvUMfnl9zHp3qFB02BG2pY4dS2LpQAFKKAKMPjNC4ECKSBgJIAw7c2PNbPRIml2uDcjRh+yfWcvhHOz5n0eRo4LFkAQXxCsXPObodl5oWbLR+LLYyhAAQpkkkCixi63qXcgQi9diXu/UGNXsCC67xtWRsYlvXp9AwixGruMvN2USdcgz5UCFKBALARCBb/zalRV38gVgfBg44+RthgdV8J5bgs17um1S29MDRb8FnWc1/nUkOfvPr9Qk5GMWHEfClCAArESYPA7VpIshwJRCOgFENypSsRr2bGabRDOTZTRGxe9Gyd3YKFalUr45vt1HhnvV8D1uIwcFyjtyU0DL/W8cijKFjeo4tX2QDn1GECI4oLloRSgAAW8ZqV5z4SLx9jlHVz2fgVdrxOMjF1lVaM3AAAKD0lEQVShZpD75kU1sshYqNlzsRq7jM684wVKAQpQgALGBXyD3+6xRJQwcewQxOoNXPF8IjYjayCFelbxziWul8Yr1NnrpV4JlPZElOVOK7l42WrPek6B1sQwkh4lVPv4ewpQgAKxFGDwO5aaLIsCEQoEWjzFfSMTq4Wu4hH81rtxCrSoZKj8dkaP01s0bPm3P6t5z0X+O+/UJ4FmQjCAEOHFysMoQAEKHBdI1NglqjOa7zva4Ld3EFvUK8YTsRh1sAC4XloUvZ/FYuwKlVuWFycFKEABCoQvoLfgpfeknVgu5OgbWM+xZek2OFTw2/sg3/zkoQSCvUnlu+Cl97OVmAHvTn0i6vDNCe6ul2/YhuoB/p4CFEi0AIPfiRZnfRTQETAS3A4VODYCG+vgd6Abp2CLjd03aQYenzBUd0GYaI5zLzQjHLzrCHTjyOC3kSuG+1CAAhQILJCoscto4Fu0NJrgd6AxMtRaFL4zxX3FAs3I8w5kGx27GPzmXyQFKECB2AuECm4bTbtltGVGnsnCCX6HeqPJt13hPFd6t0PM+vZezyLQDG8Gv41eCdyPAhRIlACD34mSZj0UCCJgJIAQ7KZM3PAsWroag/t1D+ps5EbLXYCRAEKgG6dAuexC1R/pcd43WMHyqnrPrAjnhpIXLwUoQAEK+AskYuzyzcEdqh+MjF3hftEaKiii1yYji2RGMnbxi9tQVwB/TwEKUCB8gVCf86HGu89XfI+Tmp6gO7lHrzWhnonEMeE8q4QT/A4nkO87pgbLCe59nkx7Ev41yCMoQIH4CjD4HV9flk4BQwKhbqjchegFAdw3MD0v6hxyoUcjN1q+Ny7i36OHDfA7j1BlBcqd550bVm82n5HjvBsjbvYmTX0XE+4YrK487nuTFijtCWckGLo0uRMFKECBgALxHrvCfY3be6wMNHaJnwcKEui9iq53jkZmoocKfkc6doUTDOGlSwEKUIACxgRCBb9FKYGeuUJ9SSvGg0YN6ngWijQ6dgZ61hJt3b6rAP16nu85Od8JScFSq4SzOKaoa+Wa3zzPgt5fwIrK9dKeGPkS2livcC8KUIACsRNg8Dt2liyJAhELGL0JEhXo5aQLtRiX3jH169YMudiK96InIrDs3oy217de30VRAgUQQh3nDa03s8B9cxpowUvelEV8qfJAClCAAmGPBZGMXd4LefmSh1o8OdDY5T02eJfpm5bEO9+p2M/o2OVdZqjgdyRjlyifs+n4B0gBClAg9gJGgt+iVr21Ltq1boZpT45SJ+HobXpjT6CFIr2PD/RGrN746DsuBgp+Gz1P0Y5Aaba8U33pnQffUIr99ckSKUCB6AUY/I7ekCVQIG0FwnmFriIhBAqMVKRzYFspQAEKUEBfIF3HrlBvXPF6oAAFKECB9BII9UVqKp5tODPLU7H9bBMFKJCeAgx+p2e/8qwoEDOBUAt9xayiBBXkDooM6N1V87pggqpnNRSgAAUokACBdBu7jL5xlQBaVkEBClCAAgkSqGjPLeHMLE8QIauhAAUooAow+M0LgQIUCCrgfuDetqsg6Ct9FYHRfQN5YoM6mDh2CLwXwKwI7WcbKUABClDAmEA6jV3pdC7Geo97UYACFKCAW8CdDjJUmstki1WUdibbifVTgALJEWDwOznurJUCFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAXiKMDgdxxxWTQFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQokR4DB7+S4s1YKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSIowCD33HEZdEUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABSiQHAEGv5PjzlopQAEKUIACFKAABShAAQpQgAIUoAAFKEABClAgjgIMfscRl0VTgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKBAcgQY/E6OO2ulAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKECBOAow+B1HXBZNAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACyRFg8Ds57qyVAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAF4ijA4HcccVk0BShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKJEeAwe/kuLNWClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUiKMAg99xxGXRFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUokBwBBr+T485aKUABClCAAhSgAAUoQAEKUIACFKAABShAAQpQII4CDH7HEZdFU4ACFKAABShAAQpQgAIUoAAFKEABClCAAhSgQHIEGPxOjjtrpQAFKEABClCAAhSgAAUoQAEKUIACFKAABShAgTgKMPgdR1wWTQEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAskRYPA7Oe6slQIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABeIowOB3HHFZNAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABCiRHgMHv5LizVgpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFIijAIPfccRl0RSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKJAcAQa/k+POWilAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUCCOAgx+xxGXRVOAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoEByBBj8To47a6UABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQIE4CjD4HUdcFk0BClCAAhSgAAUoQAEKUIACFKAABShAAQpQgALJEWDwOznurJUCFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAXiKMDgdxxxWTQFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQokR4DB7+S4s1YKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSIowCD33HEZdEUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABSiQHAEGv5PjzlopQAEKUIACFKAABShAAQpQgAIUoAAFKEABClAgjgIMfscRl0VTgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKBAcgQY/E6OO2ulAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKECBOAow+B1HXBZNAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACyRFg8Ds57qyVAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAF4ijA4HcccVk0BShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKJEeAwe/kuLNWClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUiKMAg99xxGXRFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUokBwBBr+T485aKUABClCAAhSgAAUoQAEKUIACFKAABShAAQpQII4C/w/WezdIjG7hYgAAAABJRU5ErkJggg==" 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" - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = pd.DataFrame(\n", - " {\"feat_1\": [1, 2, 3, 10, 2, 3],\n", - " \"feat_2\": [2, 3, 5, 2, 1, 1],\n", - " \"feat_3\": [1, 1, 1, 2, 2, 3],\n", - " \"feat_4\": [1, 2, 3, 9, 1, 2],\n", - " \"feat_5\": [5, 6, 6, 4, 4, 3],\n", - " \"mineral\": [\"silver\", \"gold\", \"gold\", \"copper\", \"copper\", \"tin\"]}\n", - ")\n", - "color_feat = \"mineral\"\n", - "\n", - "features = [feat for feat in data.columns if feat != color_feat]\n", - "pca_df, explained_variances = compute_pca(data[features], 3)\n", - "\n", - "plot_pca(pca_df, explained_variances, data[color_feat])" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.6" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/notebooks/workflow_demonstration.ipynb b/notebooks/workflow_demonstration.ipynb new file mode 100644 index 00000000..6d235488 --- /dev/null +++ b/notebooks/workflow_demonstration.ipynb @@ -0,0 +1,717 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Importing and filepaths" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import rasterio\n", + "import geopandas\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "from rasterio.io import MemoryFile\n", + "import tempfile\n", + "\n", + "import sys\n", + "sys.path.insert(0, \"..\")\n", + "\n", + "from eis_toolkit.exploratory_analyses.basic_plots_seaborn import histogram\n", + "from eis_toolkit.vector_processing.idw_interpolation import idw\n", + "from eis_toolkit.transformations.logarithmic import _log_transform_ln\n", + "from eis_toolkit.transformations.sigmoid import _sigmoid_transform\n", + "from eis_toolkit.spatial_analyses.distance_computation import distance_computation\n", + "from eis_toolkit.vector_processing.rasterize_vector import rasterize_vector\n", + "from eis_toolkit.exploratory_analyses.parallel_coordinates import plot_parallel_coordinates\n", + "from eis_toolkit.raster_processing.extract_values_from_raster import extract_values_from_raster\n", + "from eis_toolkit.raster_processing.unifying import unify_raster_grids\n", + "from eis_toolkit.prediction.fuzzy_overlay import gamma_overlay\n", + "from eis_toolkit.prediction.weights_of_evidence import weights_of_evidence_calculate_weights, weights_of_evidence_calculate_responses\n", + "from eis_toolkit.validation.calculate_auc import calculate_auc\n", + "from eis_toolkit.validation.plot_rate_curve import plot_rate_curve\n", + "from eis_toolkit.validation.plot_prediction_area_curves import plot_prediction_area_curves" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Define filepaths\n", + "AEM_inphase_fp = \"../tests/data/remote/workflow_demo/IOCG_AEM_Inph_.tif\"\n", + "AEM_quad_fp = \"../tests/data/remote/workflow_demo/IOCG_AEM_Quad.tif\"\n", + "AEM_ratio_fp = \"../tests/data/remote/workflow_demo/IOCG_EM_ratio.tif\"\n", + "Magn_AS_fp = \"../tests/data/remote/workflow_demo/Mag_DGRF_AS_FFT_ers_PCS_tif_clip.tif\"\n", + "\n", + "till_geochem_fp = \"../tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shp\"\n", + "structures_fp = \"../tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shp\"\n", + "lithology_fp = \"../tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shp\"\n", + "known_occurances_fp = \"../tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shp\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'driver': 'GTiff', 'dtype': 'float32', 'nodata': -1.0000000331813535e+32, 'width': 1361, 'height': 1642, 'count': 1, 'crs': CRS.from_epsg(3067), 'transform': Affine(50.0, 0.0, 345975.0,\n", + " 0.0, -50.0, 7540125.0), 'blockxsize': 128, 'blockysize': 128, 'tiled': True, 'compress': 'lzw', 'interleave': 'band'}\n" + ] + } + ], + "source": [ + "# Take AEM_inphase raster profile and grid shape as the base/target\n", + "with rasterio.open(AEM_inphase_fp) as AEM_inphase:\n", + " raster_profile = AEM_inphase.profile\n", + " raster_extent = AEM_inphase.bounds\n", + " raster_pixel_size = AEM_inphase.transform[0] # Assume square pixels\n", + " print(raster_profile)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "2. Preprocess data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/niko/.local/lib/python3.10/site-packages/pandas/core/arraylike.py:402: RuntimeWarning: divide by zero encountered in log\n", + " result = getattr(ufunc, method)(*inputs, **kwargs)\n" + ] + } + ], + "source": [ + "# 2.a. Preprocess geochemical data\n", + "till_geochem = geopandas.read_file(till_geochem_fp)\n", + "\n", + "columns_to_process = [\"Fe_ppm_511\", \"Co_ppm_511\", \"Cu_ppm_511\"]\n", + "\n", + "interpolation_results = {}\n", + "interpolation_extent = (raster_extent[0], raster_extent[2], raster_extent[1], raster_extent[3]) # NOTE: Rasterio's extent order differs from idw's\n", + "\n", + "# Log transform concentrations and interpolate\n", + "# NOTE: EIS Toolkit implements transforms only for rasters at the moment\n", + "for column in columns_to_process:\n", + " new_col_name = column[:2] + \"_log\"\n", + " till_geochem[new_col_name] = np.log(till_geochem[column])\n", + "\n", + " interpolation_results[new_col_name] = idw(till_geochem, new_col_name, (500, 500), interpolation_extent)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(interpolation_results[\"Cu_log\"][0])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# 2.b. Preprocess geological data\n", + "structures = geopandas.read_file(structures_fp)\n", + "\n", + "calculate_distances = False\n", + "if calculate_distances: # Can take quite a while, therefore option to skip\n", + " distances_to_stuctures = distance_computation(raster_profile, structures)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Visualize distances to structures with matplotlib\n", + "plt.imshow(distances_to_stuctures, cmap=\"turbo\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Rasterize lithology\n", + "lithology = geopandas.read_file(lithology_fp)\n", + "rasterized_lithology = rasterize_vector(lithology, base_raster_profile=raster_profile)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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10371994.07491258.0619.958496578.2036741.16007325.6734221.0
11368240.07487137.0-259.313599617.076233-0.38111958.5776711.0
12373779.07504766.027.086342577.757690-0.1235635.4906681.0
\n", + "
" + ], + "text/plain": [ + " x y AEM_inphase AEM_quad AEM_ratio Magn_AS \\\n", + "0 370953.0 7502821.0 -408.969513 369.960022 -1.059486 17.158161 \n", + "1 371340.0 7496345.0 3889.745605 2384.806152 1.817769 21.545200 \n", + "2 385205.0 7497926.0 -339.839050 187.980026 -1.730280 14.112287 \n", + "3 369187.0 7490345.0 1468.369385 1285.413208 1.034502 20.598907 \n", + "4 368175.0 7489722.0 537.748718 324.102142 1.903474 43.523659 \n", + "5 350043.0 7489418.0 -6.511929 625.734375 0.025980 72.489517 \n", + "6 363838.0 7492354.0 -435.950928 248.234833 -1.672447 8.311082 \n", + "7 364672.0 7482684.0 -210.937698 1754.664917 -0.309453 31.408430 \n", + "8 396649.0 7501845.0 -373.599243 440.641846 -1.192332 12.663096 \n", + "9 372344.0 7492293.0 -885.269836 675.116272 -2.274024 8.680225 \n", + "10 371994.0 7491258.0 619.958496 578.203674 1.160073 25.673422 \n", + "11 368240.0 7487137.0 -259.313599 617.076233 -0.381119 58.577671 \n", + "12 373779.0 7504766.0 27.086342 577.757690 -0.123563 5.490668 \n", + "\n", + " Lithology \n", + "0 1.0 \n", + "1 1.0 \n", + "2 1.0 \n", + "3 1.0 \n", + "4 1.0 \n", + "5 1.0 \n", + "6 1.0 \n", + "7 1.0 \n", + "8 1.0 \n", + "9 1.0 \n", + "10 1.0 \n", + "11 1.0 \n", + "12 1.0 " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# 3.a. Extract raster values at deposits\n", + "known_occurances = geopandas.read_file(known_occurances_fp)\n", + "\n", + "# Open rasters with context manager, save lithology data to temporary raster file so we can use the extract function on it\n", + "with \\\n", + " MemoryFile() as memfile, \\\n", + " rasterio.open(AEM_inphase_fp) as AEM_inphase, \\\n", + " rasterio.open(AEM_quad_fp) as AEM_quad, \\\n", + " rasterio.open(AEM_ratio_fp) as AEM_ratio, \\\n", + " rasterio.open(Magn_AS_fp) as Magn_AS:\n", + "\n", + " with tempfile.NamedTemporaryFile() as tmpfile:\n", + " with rasterio.open(tmpfile.name, \"w\", **raster_profile) as dest:\n", + " dest.write(rasterized_lithology[0], 1)\n", + " with rasterio.open(tmpfile.name) as lithology_raster:\n", + " raster_list = [AEM_inphase, AEM_quad, AEM_ratio, Magn_AS, lithology_raster]\n", + " col_names = [\"AEM_inphase\", \"AEM_quad\", \"AEM_ratio\", \"Magn_AS\", \"Lithology\"]\n", + " raster_values_at_deposits = extract_values_from_raster(raster_list, known_occurances, col_names)\n", + "\n", + " unified_rasters = unify_raster_grids(AEM_inphase, raster_list[1:], same_extent=True)\n", + "\n", + "raster_values_at_deposits" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 3.b. Plot histograms\n", + "histogram(raster_values_at_deposits.drop([\"x\", \"y\"], axis=1))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 3.c. Plot parallel coordinates\n", + "fig = plot_parallel_coordinates(raster_values_at_deposits, color_column_name=\"Lithology\", palette_name=\"viridis\")" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/niko/.local/lib/python3.10/site-packages/pandas/core/dtypes/cast.py:1134: RuntimeWarning: invalid value encountered in cast\n", + " if (arr.astype(int) == arr).all():\n", + "/home/niko/.local/lib/python3.10/site-packages/pandas/core/dtypes/cast.py:1153: RuntimeWarning: invalid value encountered in cast\n", + " if (arr.astype(int) == arr).all():\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plot_parallel_coordinates(till_geochem, \"Year\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "5. Fuzzy logic modeling" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[[[0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " ...,\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ]]],\n", + "\n", + "\n", + " [[[0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " ...,\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ]]],\n", + "\n", + "\n", + " [[[1. , 1. , 1. , ..., 1. ,\n", + " 1. , 1. ],\n", + " [1. , 1. , 1. , ..., 1. ,\n", + " 1. , 1. ],\n", + " [1. , 1. , 1. , ..., 1. ,\n", + " 1. , 1. ],\n", + " ...,\n", + " [1. , 1. , 1. , ..., 1. ,\n", + " 1. , 1. ],\n", + " [1. , 1. , 1. , ..., 1. ,\n", + " 1. , 1. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ]]],\n", + "\n", + "\n", + " [[[0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " ...,\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ],\n", + " [0. , 0. , 0. , ..., 0. ,\n", + " 0. , 0. ]]],\n", + "\n", + "\n", + " [[[0.31859158, 0.31859158, 0.31859158, ..., 0.31859158,\n", + " 0.31859158, 0.31859158],\n", + " [0.31859158, 0.31859158, 0.31859158, ..., 0.31859158,\n", + " 0.31859158, 0.31859158],\n", + " [0.31859158, 0.31859158, 0.31859158, ..., 0.31859158,\n", + " 0.31859158, 0.31859158],\n", + " ...,\n", + " [0.31859158, 0.31859158, 0.31859158, ..., 0.31859158,\n", + " 0.31859158, 0.31859158],\n", + " [0.31859158, 0.31859158, 0.31859158, ..., 0.31859158,\n", + " 0.31859158, 0.31859158],\n", + " [0.31859158, 0.31859158, 0.31859158, ..., 0.31859158,\n", + " 0.31859158, 0.31859158]]]])" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# 5.a. Transform\n", + "arrays_to_stack = []\n", + "for raster_array, meta in unified_rasters:\n", + " out_array = _sigmoid_transform(raster_array, (0, 1), 1, True)\n", + " arrays_to_stack.append(out_array)\n", + "\n", + "transformed_arrays_for_fuzzy = np.stack(arrays_to_stack)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "6. Weights of evidence modeling" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Calculate weights\n", + "evidential_raster = rasterio.open(\"../tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tif\")\n", + "deposits = geopandas.read_file(\"../tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shp\")\n", + "\n", + "df, arrays, meta, _, _ = weights_of_evidence_calculate_weights(evidential_raster=evidential_raster, deposits=deposits, weights_type=\"descending\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "weights_of_evidence_calculate_responses()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "eis_toolkit", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.cpg b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.cpg new file mode 100644 index 00000000..3ad133c0 --- /dev/null +++ b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.dbf b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.dbf new file mode 100644 index 00000000..654d18d2 Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.dbf differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.prj b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.prj new file mode 100644 index 00000000..ca0f4916 --- /dev/null +++ b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.prj @@ -0,0 +1 @@ +PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.sbn b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.sbn new file mode 100644 index 00000000..03f6abce Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.sbn differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.sbx b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.sbx new file mode 100644 index 00000000..faac678b Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.sbx differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shp b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shp new file mode 100644 index 00000000..b74e0cbb Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shp differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shp.xml b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shp.xml new file mode 100644 index 00000000..27ce1d32 --- /dev/null +++ b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shp.xml @@ -0,0 +1,2 @@ + +20220722111925001.0FALSEmindep_primary_commodity00294020.000000717802.0000006634926.0000007748800.0000001file://\\gtk.fi\jaot\MASTER-GEO\tuotteet\mineral_deposits\mineral_deposit_finland.gdbLocal Area NetworkProjectedGCS_EUREF_FINLinear Unit: Meter (1.000000)EUREF_FIN_TM35FIN<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.4'><WKT>PROJCS[&quot;EUREF_FIN_TM35FIN&quot;,GEOGCS[&quot;GCS_EUREF_FIN&quot;,DATUM[&quot;D_ETRS_1989&quot;,SPHEROID[&quot;GRS_1980&quot;,6378137.0,298.257222101]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;False_Easting&quot;,500000.0],PARAMETER[&quot;False_Northing&quot;,0.0],PARAMETER[&quot;Central_Meridian&quot;,27.0],PARAMETER[&quot;Scale_Factor&quot;,0.9996],PARAMETER[&quot;Latitude_Of_Origin&quot;,0.0],UNIT[&quot;Meter&quot;,1.0],AUTHORITY[&quot;EPSG&quot;,3067]]</WKT><XOrigin>-5120900</XOrigin><YOrigin>-9998100</YOrigin><XYScale>10000</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>102139</WKID><LatestWKID>3067</LatestWKID></ProjectedCoordinateSystem>20180530140313002018053014031300FGDC 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diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shx b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shx new file mode 100644 index 00000000..a64a1b90 Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs.shx differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.cpg b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.cpg new file mode 100644 index 00000000..3ad133c0 --- /dev/null +++ b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.dbf b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.dbf new file mode 100644 index 00000000..e9f65dbc Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.dbf differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.prj b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.prj new file mode 100644 index 00000000..ca0f4916 --- /dev/null +++ b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.prj @@ -0,0 +1 @@ +PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.sbn b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.sbn new file mode 100644 index 00000000..8450596d Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.sbn differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.sbx b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.sbx new file mode 100644 index 00000000..806a3542 Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.sbx differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shp b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shp new file mode 100644 index 00000000..551b9926 Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shp differ diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shp.xml b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shp.xml new file mode 100644 index 00000000..e0d92601 --- /dev/null +++ b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shp.xml @@ -0,0 +1,2 @@ + +20210929081738001.0FALSEIOCG_Deps_Prosp_Occs_200294020.000000717802.0000006634926.0000007748800.0000001file://\\GNL6D73\E$\EIS2022\Data\EIS_IOCG_target_area\IOCG_Deps_Prosp_Occs_2.shpLocal Area Network0.000ProjectedGCS_EUREF_FINLinear Unit: Meter (1.000000)EUREF_FIN_TM35FIN<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/2.9.0'><WKT>PROJCS[&quot;EUREF_FIN_TM35FIN&quot;,GEOGCS[&quot;GCS_EUREF_FIN&quot;,DATUM[&quot;D_ETRS_1989&quot;,SPHEROID[&quot;GRS_1980&quot;,6378137.0,298.257222101]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;False_Easting&quot;,500000.0],PARAMETER[&quot;False_Northing&quot;,0.0],PARAMETER[&quot;Central_Meridian&quot;,27.0],PARAMETER[&quot;Scale_Factor&quot;,0.9996],PARAMETER[&quot;Latitude_Of_Origin&quot;,0.0],UNIT[&quot;Meter&quot;,1.0],AUTHORITY[&quot;EPSG&quot;,3067]]</WKT><XOrigin>-5120900</XOrigin><YOrigin>-9998100</YOrigin><XYScale>450445547.3910538</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>102139</WKID><LatestWKID>3067</LatestWKID></ProjectedCoordinateSystem>FeatureClassToFeatureClass All_mineral_deposits E:\EIS2022\Data\EIS_IOCG_target_area IOCG_Deps_Prosp_Occs_2.shp "Deposit_ty LIKE '%IOCG%'" "OBJECTID "OBJECTID" true true false 10 Long 0 10,First,#,All_mineral_deposits,OBJECTID,-1,-1;ID "ID" true true false 20 Text 0 0,First,#,All_mineral_deposits,ID,0,20;Name "Name" true true false 50 Text 0 0,First,#,All_mineral_deposits,Name,0,50;Alternativ "Alternativ" true true false 120 Text 0 0,First,#,All_mineral_deposits,Alternativ,0,120;Easting_EU "Easting_EU" true true false 19 Double 0 0,First,#,All_mineral_deposits,Easting_EU,-1,-1;Northing_E "Northing_E" true true false 19 Double 0 0,First,#,All_mineral_deposits,Northing_E,-1,-1;Easting_YK "Easting_YK" true true false 19 Double 0 0,First,#,All_mineral_deposits,Easting_YK,-1,-1;Northing_Y "Northing_Y" true true false 19 Double 0 0,First,#,All_mineral_deposits,Northing_Y,-1,-1;Commodity "Commodity" true true false 50 Text 0 0,First,#,All_mineral_deposits,Commodity,0,50;Size_by_co "Size_by_co" true true false 30 Text 0 0,First,#,All_mineral_deposits,Size_by_co,0,30;All_main_c "All_main_c" true true false 50 Text 0 0,First,#,All_mineral_deposits,All_main_c,0,50;Other_comm "Other_comm" true true false 50 Text 0 0,First,#,All_mineral_deposits,Other_comm,0,50;Ocurrence_ "Ocurrence_" true true false 30 Text 0 0,First,#,All_mineral_deposits,Ocurrence_,0,30;Mine_statu "Mine_statu" true true false 50 Text 0 0,First,#,All_mineral_deposits,Mine_statu,0,50;Discovery_ "Discovery_" true true false 10 Long 0 10,First,#,All_mineral_deposits,Discovery_,-1,-1;Commodity_ "Commodity_" true true false 150 Text 0 0,First,#,All_mineral_deposits,Commodity_,0,150;Resources_ "Resources_" true true false 150 Text 0 0,First,#,All_mineral_deposits,Resources_,0,150;Reserves_t "Reserves_t" true true false 100 Text 0 0,First,#,All_mineral_deposits,Reserves_t,0,100;Calc_metho "Calc_metho" true true false 50 Text 0 0,First,#,All_mineral_deposits,Calc_metho,0,50;Calc_year "Calc_year" true true false 10 Text 0 0,First,#,All_mineral_deposits,Calc_year,0,10;Current_ho "Current_ho" true true false 60 Text 0 0,First,#,All_mineral_deposits,Current_ho,0,60;Province "Province" true true false 50 Text 0 0,First,#,All_mineral_deposits,Province,0,50;District "District" true true false 50 Text 0 0,First,#,All_mineral_deposits,District,0,50;Deposit_ty "Deposit_ty" true true false 100 Text 0 0,First,#,All_mineral_deposits,Deposit_ty,0,100;Host_rocks "Host_rocks" true true false 200 Text 0 0,First,#,All_mineral_deposits,Host_rocks,0,200;Wall_rocks "Wall_rocks" true true false 200 Text 0 0,First,#,All_mineral_deposits,Wall_rocks,0,200;Deposit_sh "Deposit_sh" true true false 50 Text 0 0,First,#,All_mineral_deposits,Deposit_sh,0,50;Dip_azim "Dip_azim" true true false 10 Long 0 10,First,#,All_mineral_deposits,Dip_azim,-1,-1;Dip "Dip" true true false 10 Long 0 10,First,#,All_mineral_deposits,Dip,-1,-1;Plunge_azi "Plunge_azi" true true false 10 Long 0 10,First,#,All_mineral_deposits,Plunge_azi,-1,-1;Plunge_dip "Plunge_dip" true true false 10 Long 0 10,First,#,All_mineral_deposits,Plunge_dip,-1,-1;Length_m "Length_m" true true false 10 Long 0 10,First,#,All_mineral_deposits,Length_m,-1,-1;Width_m "Width_m" true true false 10 Long 0 10,First,#,All_mineral_deposits,Width_m,-1,-1;Thickness_ "Thickness_" true true false 10 Long 0 10,First,#,All_mineral_deposits,Thickness_,-1,-1;Depth_m "Depth_m" true true false 10 Long 0 10,First,#,All_mineral_deposits,Depth_m,-1,-1;Date_updat "Date_updat" true true false 8 Date 0 0,First,#,All_mineral_deposits,Date_updat,-1,-1" #20220725114959002022072511495900FGDC CSDGM MetadataMicrosoft Windows 10 Version 10.0 (Build 19042) ; Esri ArcGIS 12.9.0.32739IOCG_Deps_Prosp_Occs_2116.55194732.64712069.84690059.653556Shapefile0.000datasetEPSG6.12(9.2.0)0SimpleFALSE0FALSEFALSEIOCG_Deps_Prosp_Occs_2Feature Class0FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.OBJECTIDOBJECTIDInteger10100Internal feature number.EsriSequential unique whole numbers that are automatically generated.SHAPEShapeGeometry000Feature geometry.EsriCoordinates defining the features.IDIDString2000NameNameString5000AlternativAlternativString12000Easting_EUEasting_EUDouble1900Northing_ENorthing_EDouble1900Easting_YKEasting_YKDouble1900Northing_YNorthing_YDouble1900CommodityCommodityString5000Size_by_coSize_by_coString3000All_main_cAll_main_cString5000Other_commOther_commString5000Ocurrence_Ocurrence_String3000Mine_statuMine_statuString5000Discovery_Discovery_Integer10100Commodity_Commodity_String15000Resources_Resources_String15000Reserves_tReserves_tString10000Calc_methoCalc_methoString5000Calc_yearCalc_yearString1000Current_hoCurrent_hoString6000ProvinceProvinceString5000DistrictDistrictString5000Deposit_tyDeposit_tyString10000Host_rocksHost_rocksString20000Wall_rocksWall_rocksString20000Deposit_shDeposit_shString5000Dip_azimDip_azimInteger10100DipDipInteger10100Plunge_aziPlunge_aziInteger10100Plunge_dipPlunge_dipInteger10100Length_mLength_mInteger10100Width_mWidth_mInteger10100Thickness_Thickness_Integer10100Depth_mDepth_mInteger10100Date_updatDate_updatDate80020220725 diff --git a/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shx b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shx new file mode 100644 index 00000000..1d19f1cf Binary files /dev/null and b/tests/data/remote/workflow_demo/Deposits_Occurrences/IOCG_Deps_Prosp_Occs_2.shx differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.cpg b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.cpg new file mode 100644 index 00000000..3ad133c0 --- /dev/null +++ b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.dbf b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.dbf new file mode 100644 index 00000000..cda65ab2 Binary files /dev/null and b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.dbf differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.prj b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.prj new file mode 100644 index 00000000..ca0f4916 --- /dev/null +++ b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.prj @@ -0,0 +1 @@ +PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.sbn b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.sbn new file mode 100644 index 00000000..b6845989 Binary files /dev/null and b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.sbn differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.sbx b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.sbx new file mode 100644 index 00000000..67cf36b6 Binary files /dev/null and b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.sbx differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shp b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shp new file mode 100644 index 00000000..1c908107 Binary files /dev/null and b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shp differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shp.xml b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shp.xml new file mode 100644 index 00000000..95e65511 --- /dev/null +++ b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shp.xml @@ -0,0 +1,2 @@ + +20231014123739001.0FALSEIOCG_Deps_Prosp_Occs_200294020.000000717802.0000006634926.0000007748800.0000001file://\\GNL6D73\E$\EIS2022\Data\EIS_IOCG_target_area\IOCG_Deps_Prosp_Occs_2.shpLocal Area Network0.000ProjectedGCS_EUREF_FINLinear Unit: Meter (1.000000)EUREF_FIN_TM35FIN<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/2.9.0'><WKT>PROJCS[&quot;EUREF_FIN_TM35FIN&quot;,GEOGCS[&quot;GCS_EUREF_FIN&quot;,DATUM[&quot;D_ETRS_1989&quot;,SPHEROID[&quot;GRS_1980&quot;,6378137.0,298.257222101]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;False_Easting&quot;,500000.0],PARAMETER[&quot;False_Northing&quot;,0.0],PARAMETER[&quot;Central_Meridian&quot;,27.0],PARAMETER[&quot;Scale_Factor&quot;,0.9996],PARAMETER[&quot;Latitude_Of_Origin&quot;,0.0],UNIT[&quot;Meter&quot;,1.0],AUTHORITY[&quot;EPSG&quot;,3067]]</WKT><XOrigin>-5120900</XOrigin><YOrigin>-9998100</YOrigin><XYScale>450445547.3910538</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>102139</WKID><LatestWKID>3067</LatestWKID></ProjectedCoordinateSystem>FeatureClassToFeatureClass All_mineral_deposits E:\EIS2022\Data\EIS_IOCG_target_area IOCG_Deps_Prosp_Occs_2.shp "Deposit_ty LIKE '%IOCG%'" "OBJECTID "OBJECTID" true true false 10 Long 0 10,First,#,All_mineral_deposits,OBJECTID,-1,-1;ID "ID" true true false 20 Text 0 0,First,#,All_mineral_deposits,ID,0,20;Name "Name" true true false 50 Text 0 0,First,#,All_mineral_deposits,Name,0,50;Alternativ "Alternativ" true true false 120 Text 0 0,First,#,All_mineral_deposits,Alternativ,0,120;Easting_EU "Easting_EU" true true false 19 Double 0 0,First,#,All_mineral_deposits,Easting_EU,-1,-1;Northing_E "Northing_E" true true false 19 Double 0 0,First,#,All_mineral_deposits,Northing_E,-1,-1;Easting_YK "Easting_YK" true true false 19 Double 0 0,First,#,All_mineral_deposits,Easting_YK,-1,-1;Northing_Y "Northing_Y" true true false 19 Double 0 0,First,#,All_mineral_deposits,Northing_Y,-1,-1;Commodity "Commodity" true true false 50 Text 0 0,First,#,All_mineral_deposits,Commodity,0,50;Size_by_co "Size_by_co" true true false 30 Text 0 0,First,#,All_mineral_deposits,Size_by_co,0,30;All_main_c "All_main_c" true true false 50 Text 0 0,First,#,All_mineral_deposits,All_main_c,0,50;Other_comm "Other_comm" true true false 50 Text 0 0,First,#,All_mineral_deposits,Other_comm,0,50;Ocurrence_ "Ocurrence_" true true false 30 Text 0 0,First,#,All_mineral_deposits,Ocurrence_,0,30;Mine_statu "Mine_statu" true true false 50 Text 0 0,First,#,All_mineral_deposits,Mine_statu,0,50;Discovery_ "Discovery_" true true false 10 Long 0 10,First,#,All_mineral_deposits,Discovery_,-1,-1;Commodity_ "Commodity_" true true false 150 Text 0 0,First,#,All_mineral_deposits,Commodity_,0,150;Resources_ "Resources_" true true false 150 Text 0 0,First,#,All_mineral_deposits,Resources_,0,150;Reserves_t "Reserves_t" true true false 100 Text 0 0,First,#,All_mineral_deposits,Reserves_t,0,100;Calc_metho "Calc_metho" true true false 50 Text 0 0,First,#,All_mineral_deposits,Calc_metho,0,50;Calc_year "Calc_year" true true false 10 Text 0 0,First,#,All_mineral_deposits,Calc_year,0,10;Current_ho "Current_ho" true true false 60 Text 0 0,First,#,All_mineral_deposits,Current_ho,0,60;Province "Province" true true false 50 Text 0 0,First,#,All_mineral_deposits,Province,0,50;District "District" true true false 50 Text 0 0,First,#,All_mineral_deposits,District,0,50;Deposit_ty "Deposit_ty" true true false 100 Text 0 0,First,#,All_mineral_deposits,Deposit_ty,0,100;Host_rocks "Host_rocks" true true false 200 Text 0 0,First,#,All_mineral_deposits,Host_rocks,0,200;Wall_rocks "Wall_rocks" true true false 200 Text 0 0,First,#,All_mineral_deposits,Wall_rocks,0,200;Deposit_sh "Deposit_sh" true true false 50 Text 0 0,First,#,All_mineral_deposits,Deposit_sh,0,50;Dip_azim "Dip_azim" true true false 10 Long 0 10,First,#,All_mineral_deposits,Dip_azim,-1,-1;Dip "Dip" true true false 10 Long 0 10,First,#,All_mineral_deposits,Dip,-1,-1;Plunge_azi "Plunge_azi" true true false 10 Long 0 10,First,#,All_mineral_deposits,Plunge_azi,-1,-1;Plunge_dip "Plunge_dip" true true false 10 Long 0 10,First,#,All_mineral_deposits,Plunge_dip,-1,-1;Length_m "Length_m" true true false 10 Long 0 10,First,#,All_mineral_deposits,Length_m,-1,-1;Width_m "Width_m" true true false 10 Long 0 10,First,#,All_mineral_deposits,Width_m,-1,-1;Thickness_ "Thickness_" true true false 10 Long 0 10,First,#,All_mineral_deposits,Thickness_,-1,-1;Depth_m "Depth_m" true true false 10 Long 0 10,First,#,All_mineral_deposits,Depth_m,-1,-1;Date_updat "Date_updat" true true false 8 Date 0 0,First,#,All_mineral_deposits,Date_updat,-1,-1" #20220725114959002022072511495900ISO 19139 Metadata Implementation SpecificationMicrosoft Windows 10 Version 10.0 (Build 19042) ; Esri ArcGIS 12.9.0.32739IOCG_Deps_Prosp_Occs_2116.55194732.64712069.84690059.653556Shapefile0.000datasetEPSG6.12(9.2.0)0SimpleFALSE0FALSEFALSEIOCG_Deps_Prosp_Occs_2Feature Class0FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.OBJECTIDOBJECTIDInteger10100Internal feature number.EsriSequential unique whole numbers that are automatically generated.SHAPEShapeGeometry000Feature geometry.EsriCoordinates defining the features.IDIDString2000NameNameString5000AlternativAlternativString12000Easting_EUEasting_EUDouble1900Northing_ENorthing_EDouble1900Easting_YKEasting_YKDouble1900Northing_YNorthing_YDouble1900CommodityCommodityString5000Size_by_coSize_by_coString3000All_main_cAll_main_cString5000Other_commOther_commString5000Ocurrence_Ocurrence_String3000Mine_statuMine_statuString5000Discovery_Discovery_Integer10100Commodity_Commodity_String15000Resources_Resources_String15000Reserves_tReserves_tString10000Calc_methoCalc_methoString5000Calc_yearCalc_yearString1000Current_hoCurrent_hoString6000ProvinceProvinceString5000DistrictDistrictString5000Deposit_tyDeposit_tyString10000Host_rocksHost_rocksString20000Wall_rocksWall_rocksString20000Deposit_shDeposit_shString5000Dip_azimDip_azimInteger10100DipDipInteger10100Plunge_aziPlunge_aziInteger10100Plunge_dipPlunge_dipInteger10100Length_mLength_mInteger10100Width_mWidth_mInteger10100Thickness_Thickness_Integer10100Depth_mDepth_mInteger10100Date_updatDate_updatDate80020220725 diff --git a/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shx b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shx new file mode 100644 index 00000000..0736a1a4 Binary files /dev/null and b/tests/data/remote/workflow_demo/Discretized_data/IOCG_Deps_Prosp_Occs_2.shx differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tfw b/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tfw new file mode 100644 index 00000000..013146f1 --- /dev/null +++ b/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tfw @@ -0,0 +1,6 @@ +100.0000000000 +0.0000000000 +0.0000000000 +-100.0000000000 +346052.6492999991 +7540030.6857264778 diff --git a/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tif b/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tif new file mode 100644 index 00000000..9894547a Binary files /dev/null and b/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tif differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tif.aux.xml b/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tif.aux.xml new file mode 100644 index 00000000..fee9930e --- /dev/null +++ b/tests/data/remote/workflow_demo/Discretized_data/Rcls_Dist_Strucs.tif.aux.xml @@ -0,0 +1,14 @@ + + + + + 500 + 16500 + 65536 + 1 + 0 + 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a/tests/data/remote/workflow_demo/Discretized_data/Reclass_Idw_Fe.tif.vat.dbf b/tests/data/remote/workflow_demo/Discretized_data/Reclass_Idw_Fe.tif.vat.dbf new file mode 100644 index 00000000..55c9f305 Binary files /dev/null and b/tests/data/remote/workflow_demo/Discretized_data/Reclass_Idw_Fe.tif.vat.dbf differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tfw b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tfw new file mode 100644 index 00000000..013146f1 --- /dev/null +++ b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tfw @@ -0,0 +1,6 @@ +100.0000000000 +0.0000000000 +0.0000000000 +-100.0000000000 +346052.6492999991 +7540030.6857264778 diff --git a/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif new file mode 100644 index 00000000..d8023cf2 Binary files /dev/null and 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b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif.vat.cpg new file mode 100644 index 00000000..3ad133c0 --- /dev/null +++ b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif.vat.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif.vat.dbf b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif.vat.dbf new file mode 100644 index 00000000..f1a818c3 Binary files /dev/null and b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif.vat.dbf differ diff --git a/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif.xml b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif.xml new file mode 100644 index 00000000..2499b19b --- /dev/null +++ b/tests/data/remote/workflow_demo/Discretized_data/Tectonic_Settings_100m.tif.xml @@ -0,0 +1,2 @@ + +20231014124728001.0ISO 19139 Metadata Implementation SpecificationTRUEPolygonToRaster IOCG_CLB_Lith_Asstn_1M TECTONIC_1 E:\EIS2022\Data\IOCG_Notebooks_Demo\Processed\Tectonic_Settings_100m.tif CELL_CENTER NONE 100 diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Readme.txt b/tests/data/remote/workflow_demo/Geochemical_Data/Readme.txt new file mode 100644 index 00000000..ab215841 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geochemical_Data/Readme.txt @@ -0,0 +1 @@ +Interpolated rasters from regional till geochemistry data will be added here \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.cpg b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.cpg new file mode 100644 index 00000000..3ad133c0 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.dbf b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.dbf new file mode 100644 index 00000000..d967391e Binary files /dev/null and b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.dbf differ diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.prj b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.prj new file mode 100644 index 00000000..ca0f4916 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.prj @@ -0,0 +1 @@ +PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.sbn b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.sbn new file mode 100644 index 00000000..7a418100 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.sbn differ diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.sbx b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.sbx new file mode 100644 index 00000000..1f425166 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.sbx differ diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shp b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shp new file mode 100644 index 00000000..44a44c1e Binary files /dev/null and b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shp differ diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shp.xml b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shp.xml new file mode 100644 index 00000000..a2888e18 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shp.xml @@ -0,0 +1,3 @@ + +20220621123526001.0FGDC CSDGM MetadataFALSEIOCG_CLB_Till_Geochem_reg_511p00286624.262100728707.7496006645869.3029007776011.2058001file://\\GNL6D73\D$\EIS2022\Data\EIS_IOCG_target_area\IOCG_CLB_Till_Geochem_reg_511p.shpLocal Area Network0.000ProjectedGCS_EUREF_FINLinear Unit: Meter (1.000000)EUREF_FIN_TM35FIN<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.6'><WKT>PROJCS[&quot;EUREF_FIN_TM35FIN&quot;,GEOGCS[&quot;GCS_EUREF_FIN&quot;,DATUM[&quot;D_ETRS_1989&quot;,SPHEROID[&quot;GRS_1980&quot;,6378137.0,298.257222101]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;False_Easting&quot;,500000.0],PARAMETER[&quot;False_Northing&quot;,0.0],PARAMETER[&quot;Central_Meridian&quot;,27.0],PARAMETER[&quot;Scale_Factor&quot;,0.9996],PARAMETER[&quot;Latitude_Of_Origin&quot;,0.0],UNIT[&quot;Meter&quot;,1.0],AUTHORITY[&quot;EPSG&quot;,3067]]</WKT><XOrigin>-5120900</XOrigin><YOrigin>-9998100</YOrigin><XYScale>450445547.3910538</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>102139</WKID><LatestWKID>3067</LatestWKID></ProjectedCoordinateSystem>202206220909360020220622090936001500000005000ItemDescription Version 6.2 (Build 9200) ; Esri ArcGIS 10.6.1.9270englantiIOCG_CLB_Till_Geochem_reg_511p1.12013-09-182013-09-18Päivitys1000168FI1994-01-01LuontiGeologian tutkimuskeskusomistajaPL 96 (Betonimiehenkuja 4)ESPOO02150geodata@gtk.fi029503000002950329011994-01-01Julkaisuvektori116.24370632.99712670.09091059.7437541994valmisOriginally, the data set was intended for ore exploration. Other uses are, for example, estimating the soil background concentration, estimating the nutrient content of forest soil, estimating the buffering capacity of basic cations and estimating the heavy metal concentration in the catchment areas of small water bodies.geokemia, moreeni, kartoitus, näytteenotto, kemialliset analyysitGeosanastoAlaSuomiGeosanastoPaikkaGeologiaGEMET - INSPIRE themes, version 1.0TeemageologiaGEMET - Themes, version 2.3Teema<DIV STYLE="text-align:Left;"><DIV><P><SPAN><SPAN>The data set has originally been assembled in scale 1:400 000 and, therefore, it is not useful for investigations at a local scale. </SPAN></SPAN></P></DIV></DIV>lisenssitekijänoikeus© Geologian tutkimuskeskusjulkinentarvittaessatietoaineisto100000/1000000http://tupa.gtk.fi/julkaisu/tutkimusraportti/tr_130.pdf<DIV STYLE="text-align:Left;"><P STYLE="font-size:16ptmargin:0 0 8 0;"><SPAN>The data set give information on the concentrations of ca. 25 elements in unaltered basal till. The samples have been taken, during 1983-1991, from the unaltered basal till (horizon C) below the groundwater table at a depth of ca. 1.5-2 m with a density of one sample per four square kilometres. The data set covers the whole of Finland with 82 062 samples in total. The samples are composite field samples: the recorded coordinates of the sample points in the data is a calculated centroid for three to five subsamples. The subsamples may also be mixed samples from a linear moraine (till). For the analysis, a fraction with grain size under 0.06 mm has been sieved from the samples. The aqua regia extractable concentrations of ca. 25 elements have been determined.</SPAN><SPAN> </SPAN><SPAN>The data has been published as a set of 1:400 000 maps. The number of elements published is 22-26 depending on map sheet.</SPAN></P><DIV><P><SPAN /></P></DIV></DIV>englanti8859part15ShapefileTrueomistajaPL 96 (Betonimiehenkuja 4)ESPOO02150geodata@gtk.fi02950300000295032901Geologian tutkimuskeskusAineistomyyntiArcGis 10.1TrueEi saatavissa INSPIRE-yhteensopivassa muodossaArcGIS, filegeodatabase, 10.xhttp://hakku.gtk.filataaminenonline0.000tietoaineistodataset3067EPSG8.1(9.2.0)EPSG0SimpleFALSE0FALSEFALSEIOCG_CLB_Till_Geochem_reg_511pFeature Class0FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.OBJECTIDOBJECTIDInteger10100Internal feature number.EsriSequential unique whole numbers that are automatically generated.SHAPEShapeGeometry000Feature geometry.EsriCoordinates defining the features.YearYearString400ObservatioObservatioString800NorthingNorthingInteger10100EastingEastingInteger10100Northing_kNorthing_kInteger10100Easting_kkEasting_kkInteger10100Map_sheet_Map_sheet_String400Map_sheet1Map_sheet1String200MaterialMaterialString3500Soil_horizSoil_horizString500SamplerSamplerString6000Parallel_sParallel_sString2000Combined_sCombined_sString2000FractionFractionString5000Second_anaSecond_anaString2000Analysis_dAnalysis_dDate800Al_ppm_511Al_ppm_511Double1900Al_511P_TAl_511P_TString100Ba_ppm_511Ba_ppm_511Double1900Ba_511P_TBa_511P_TString100Ca_ppm_511Ca_ppm_511Double1900Ca_511P_TCa_511P_TString100Co_ppm_511Co_ppm_511Double1900Co_511P_TCo_511P_TString100Cr_ppm_511Cr_ppm_511Double1900Cr_511P_TCr_511P_TString100Cu_ppm_511Cu_ppm_511Double1900Cu_511P_TCu_511P_TString100Fe_ppm_511Fe_ppm_511Double1900Fe_511P_TFe_511P_TString100K_ppm_511PK_ppm_511PDouble1900K_511P_TK_511P_TString100La_ppm_511La_ppm_511Double1900La_511P_TLa_511P_TString100Li_ppm_511Li_ppm_511Double1900Li_511P_TLi_511P_TString100Mg_ppm_511Mg_ppm_511Double1900Mg_511P_TMg_511P_TString100Mn_ppm_511Mn_ppm_511Double1900Mn_511P_TMn_511P_TString100Ni_ppm_511Ni_ppm_511Double1900Ni_511P_TNi_511P_TString100P_ppm_511PP_ppm_511PDouble1900P_511P_TP_511P_TString100Sc_ppm_511Sc_ppm_511Double1900Sc_511P_TSc_511P_TString100Sr_ppm_511Sr_ppm_511Double1900Sr_511P_TSr_511P_TString100Th_ppm_511Th_ppm_511Double1900Th_511P_TTh_511P_TString100Ti_ppm_511Ti_ppm_511Double1900Ti_511P_TTi_511P_TString100V_ppm_511PV_ppm_511PDouble1900V_511P_TV_511P_TString100Y_ppm_511PY_ppm_511PDouble1900Y_511P_TY_511P_TString100Zn_ppm_511Zn_ppm_511Double1900Zn_511P_TZn_511P_TString100Zr_ppm_511Zr_ppm_511Double1900Zr_511P_TZr_511P_TString10020220622almr_511p.xmlRegional geochemical mapping of tillISO 19115:2005JHS158:2005Geologian tutkimuskeskusomistajaPL 96 (Betonimiehenkuja 4)ESPOO02150geodata@gtk.fi02950300000295032901The coordinates of the subsamples have been determined from 1:20 000 base maps. In order to plan the sampling the base map sheets have been divided into 2 km x 2 km squares. The coordinates stored in the data set have been digitised from the centroid coordinates of the subsamples marked on the field maps. Other information is based on chemical analyses of the composite field samples.The identification information for samples was recorded on field cards and the coordinates were marked on sampling cards. In some areas old samples were used and their processing history has been described in detail in Report of Investigation 130 (p. 14-17) published by the Geological Survey of Finland (GTK). Field observations, coordinates and aqua regia extractable concentrations of the composite sample have been combined to from a database in which every record describes one (composite field) sample point. The element concentration data includes a numerical concentration value (as mg kg-1 or ppm) and possibly a check mark. If the numerical value is followed by ‘>’ or '‘<’ then the number recorded in the concentration field is the detection limit of the chemical analysis and the actual concentration is less than this value. At times there is no information on the detection limit and zero has been entered into the field. + The samples were analysed over a long period of time, from 1983 until 1994, and although they were analysed on the same apparatus and using the same method, the concentration levels occasionally showed systematic variability depending on the date of analysis. The level differences observed have been corrected mathematically mainly between 1:400 000 map sheets. In making corrections, three kilometre-wide zones were formed on both sides of the boundary area being corrected (usually the limit of the map sheet). After this procedure, sample points belonging to the interior and the exterior of a zone were selected. The element concentrations to be corrected were calculated separately from the samples distributed in each zone, from which percentage points were extracted at 10 per cent intervals. The distributions of elements that occurred in internal and external zones were assumed to be equivalent and therefore it was also assumed that the natural anomaly patterns do not follow map sheet boundaries precisely. In all cases there was linear equivalence so that a first order correction function could be fitted between the percentage points, which was further applied in calculating corrected concentration values. The concentration data given in the data set are corrected concentration values. The original chemical analysis results are not stored.The samples were taken with percussion boring equipment. The composite field samples have been dried in the laboratory, sieved to a grain size grade of < 0.06mm and dissolved in aqua regia. Approximately 25 element concentrations have been determined using an ICP-AES device.2013-09-18 diff --git a/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shx b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shx new file mode 100644 index 00000000..6efe7c89 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geochemical_Data/Vector_files/IOCG_CLB_Till_Geochem_reg_511p.shx differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.cpg b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.cpg new file mode 100644 index 00000000..3ad133c0 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.dbf b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.dbf new file mode 100644 index 00000000..a80b5521 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.dbf differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.prj b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.prj new file mode 100644 index 00000000..ca0f4916 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.prj @@ -0,0 +1 @@ +PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.sbn b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.sbn new file mode 100644 index 00000000..22e14fee Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.sbn differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.sbx b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.sbx new file mode 100644 index 00000000..baa2a1bf Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.sbx differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shp b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shp new file mode 100644 index 00000000..9abd3b75 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shp differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shp.xml b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shp.xml new file mode 100644 index 00000000..77400fce --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shp.xml @@ -0,0 +1,2 @@ + +2022062108475900FALSE20220621132736002022062113273600Project Suomi_200000 \\roidata1\MASTER_POHJADATA\Hallinnolliset_rajat\Suomi\Suomi_200000_Euref.shp PROJCS['EUREF_FIN_TM35FIN',GEOGCS['GCS_EUREF_FIN',DATUM['D_ETRS_1989',SPHEROID['GRS_1980',6378137.0,298.257222101]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Transverse_Mercator'],PARAMETER['False_Easting',500000.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',27.0],PARAMETER['Scale_Factor',0.9996],PARAMETER['Latitude_Of_Origin',0.0],UNIT['Meter',1.0]] KKJ_To_EUREF_FIN PROJCS['Finland_Zone_3',GEOGCS['GCS_KKJ',DATUM['D_KKJ',SPHEROID['International_1924',6378388.0,297.0]],PRIMEM['Greenwich',0.0],UNIT['Degree',0.0174532925199433]],PROJECTION['Gauss_Kruger'],PARAMETER['False_Easting',3500000.0],PARAMETER['False_Northing',0.0],PARAMETER['Central_Meridian',27.0],PARAMETER['Scale_Factor',1.0],PARAMETER['Latitude_Of_Origin',0.0],UNIT['Meter',1.0]]CalculateField study_area FID_Suomi_ 1 VB #CopyFeatures "C:\Users\tniirane\Documents\Work\001_Projects\17 MPM\DemoData012017\MPM_DemoData.mdb\VectorData\study_area" "C:\Users\tniirane\Documents\Work\001_Projects\17 MPM\temp\MPM_Demo.gdb\study_area" # 0 0 0AddGeometryAttributes study_area AREA # SQUARE_KILOMETERS #Clip N_finland TargetArea "C:\Users\tniirane\Documents\001 Projects\035 Exploration Information Systems\WP2\IOCG\GIS data\EIS_IOCG_target_area.shp" #EIS_IOCG_target_area0020.000file://\\3BMDRG3\C$\Users\tniirane\Documents\001 Projects\035 Exploration Information Systems\WP2\IOCG\GIS data\EIS_IOCG_target_area.shpLocal Area Network243103.386100627851.7125007275346.8052007776450.2170001ProjectedGCS_EUREF_FINLinear Unit: Meter (1.000000)EUREF_FIN_TM35FIN<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.6'><WKT>PROJCS[&quot;EUREF_FIN_TM35FIN&quot;,GEOGCS[&quot;GCS_EUREF_FIN&quot;,DATUM[&quot;D_ETRS_1989&quot;,SPHEROID[&quot;GRS_1980&quot;,6378137.0,298.257222101]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;False_Easting&quot;,500000.0],PARAMETER[&quot;False_Northing&quot;,0.0],PARAMETER[&quot;Central_Meridian&quot;,27.0],PARAMETER[&quot;Scale_Factor&quot;,0.9996],PARAMETER[&quot;Latitude_Of_Origin&quot;,0.0],UNIT[&quot;Meter&quot;,1.0],AUTHORITY[&quot;EPSG&quot;,3067]]</WKT><XOrigin>-5120900</XOrigin><YOrigin>-9998100</YOrigin><XYScale>450445547.3910538</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>102139</WKID><LatestWKID>3067</LatestWKID></ProjectedCoordinateSystem>1.0Microsoft Windows XP Version 5.1 (Build 2600) Service Pack 2; ESRI ArcCatalog 9.2.4.1420fiREQUIRED: A brief narrative summary of the data set.REQUIRED: A summary of the intentions with which the data set was developed.REQUIRED: The name of an organization or individual that developed the data set.REQUIRED: The date when the data set is published or otherwise made available for release.Suomi_200000Suomi_200000vector digital dataREQUIRED: The basis on which the time period of content information is determined.REQUIRED: The year (and optionally month, or month and day) for which the data set corresponds to the ground.REQUIRED: The state of the data set.REQUIRED: The frequency with which changes and additions are made to the data set after the initial data set is completed.16.17544533.11167370.09434759.6629903083822.0000003733174.0200006639903.5000007779713.540000REQUIRED: Reference to a formally registered thesaurus or a similar authoritative source of theme keywords.REQUIRED: Common-use word or phrase used to describe the subject of the data set.REQUIRED: Restrictions and legal prerequisites for accessing the data set.REQUIRED: Restrictions and legal prerequisites for using the data set after access is granted.Shapefile Version 6.2 (Build 9200) ; Esri ArcGIS 10.6.1.9270EIS_IOCG_target_area30838223733174.027779713.546639903.5116.17544533.11167370.09434759.662991120.26848830.36108270.09484665.498368fiFGDC Content Standards for Digital Geospatial MetadataFGDC-STD-001-1998local timeREQUIRED: The person responsible for the metadata information.REQUIRED: The organization responsible for the metadata information.REQUIRED: The mailing and/or physical address for the organization or individual.REQUIRED: The city of the address.REQUIRED: The state or province of the address.REQUIRED: The ZIP or other postal code of the address.REQUIRED: The telephone number by which individuals can speak to the organization or individual.20080409ISO 19115 Geographic Information - MetadataDIS_ESRI1.0datasetDownloadable Data0.3300.330002file://Local Area Network0.321ShapefileShapefile0.000VectorSimpleFALSE0FALSEFALSEGCS_KKJFinland_Zone_3coordinate pairmeters0.0000000.000000D_KKJInternational_19246378388.000000297.000000Finland_Zone_3EPSG8.1(9.2.0)0EIS_IOCG_target_areaFeature Class0FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.OBJECTIDOBJECTIDInteger10100Internal feature number.EsriSequential unique whole numbers that are automatically generated.ShapeShapeGeometry000Feature geometry.ESRICoordinates defining the features.FID_Suomi_FID_Suomi_Integer10100Perim_kmPerim_kmDouble1900Area_km2Area_km2Double1900FID_MaakunFID_MaakunInteger10100GML_IDGML_IDDouble1900NATCODENATCODEString2000NAMEFINNAMEFINString6000NAMESWENAMESWEString2000SHAPE_LengSHAPE_LengDouble1900Shape_Le_1Shape_Le_1Double1900SHAPE_AreaShape_AreaDouble1900Area of feature in internal units squared.EsriPositive real numbers that are automatically generated.POLY_AREAPOLY_AREADouble1900202206210DataGTK\tpitkane5.11.2009 10:03:57Dataset copied.2012060413125100 diff --git a/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shx b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shx new file mode 100644 index 00000000..d977de78 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/EIS_IOCG_target_area.shx differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.cpg b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.cpg new file mode 100644 index 00000000..3ad133c0 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.dbf b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.dbf new file mode 100644 index 00000000..eeb114da Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.dbf differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.prj b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.prj new file mode 100644 index 00000000..ca0f4916 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.prj @@ -0,0 +1 @@ +PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shp b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shp new file mode 100644 index 00000000..3511459a Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shp differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shp.xml b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shp.xml new file mode 100644 index 00000000..88026b44 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shp.xml @@ -0,0 +1,2 @@ + +20220621140502001.0FALSEIOCG_CLB_Lith_Asstn_1M0020.000file://\\GNL6D73\D$\EIS2022\Data\EIS_IOCG_target_area\IOCG_CLB_Lith_Asstn_1M.shpLocal Area NetworkProjectedGCS_EUREF_FINLinear Unit: Meter (1.000000)EUREF_FIN_TM35FIN<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.6'><WKT>PROJCS[&quot;EUREF_FIN_TM35FIN&quot;,GEOGCS[&quot;GCS_EUREF_FIN&quot;,DATUM[&quot;D_ETRS_1989&quot;,SPHEROID[&quot;GRS_1980&quot;,6378137.0,298.257222101]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;False_Easting&quot;,500000.0],PARAMETER[&quot;False_Northing&quot;,0.0],PARAMETER[&quot;Central_Meridian&quot;,27.0],PARAMETER[&quot;Scale_Factor&quot;,0.9996],PARAMETER[&quot;Latitude_Of_Origin&quot;,0.0],UNIT[&quot;Meter&quot;,1.0],AUTHORITY[&quot;EPSG&quot;,3067]]</WKT><XOrigin>-5120900</XOrigin><YOrigin>-9998100</YOrigin><XYScale>450445547.3910538</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>102139</WKID><LatestWKID>3067</LatestWKID></ProjectedCoordinateSystem>20220622090935002022062209093500 Version 6.2 (Build 9200) ; Esri ArcGIS 10.6.1.9270IOCG_CLB_Lith_Asstn_1MShapefile0.000datasetEPSG8.1(9.2.0)0SimpleFALSE0FALSEFALSEIOCG_CLB_Lith_Asstn_1MFeature Class0FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.ShapeShapeGeometry000Feature geometry.EsriCoordinates defining the features.OBJECTIDOBJECTIDInteger10100EONEONInteger10100EON_EON_String5000ERAERAInteger10100ERA_ERA_String5000PERIODPERIODInteger10100PERIOD_PERIOD_String5000EPOCHEPOCHInteger10100EPOCH_EPOCH_String5000CHRONOLOGICHRONOLOGIInteger10100CHRONOLO_1CHRONOLO_1String5000PROVINCEPROVINCEInteger10100PROVINCE_PROVINCE_String5000SUPERGROUPSUPERGROUPInteger10100SUPERGRO_1SUPERGRO_1String10000GROUP_GROUP_Integer10100GROUP__GROUP__String10000FORMATIONFORMATIONInteger10100FORMATION_FORMATION_String10000SUPERSUITESUPERSUITEInteger10100SUPERSUI_1SUPERSUI_1String10000SUITESUITEInteger10100SUITE_SUITE_String10000LITHODEMELITHODEMEInteger10100LITHODEME_LITHODEME_String10000COMPLEXCOMPLEXInteger10100COMPLEX_COMPLEX_String10000ROCK_CLASSROCK_CLASSInteger10100ROCK_CLA_1ROCK_CLA_1String10000ROCK_NAMEROCK_NAMEInteger10100ROCK_NAME_ROCK_NAME_String10000TECTONIC_STECTONIC_SInteger10100TECTONIC_1TECTONIC_1String10000ENVIRONMENENVIRONMENInteger10100ENVIRONM_1ENVIRONM_1String10000ROCK_ASSOCROCK_ASSOCInteger10100ROCK_ASS_1ROCK_ASS_1String15000OROGENIC_SOROGENIC_SInteger10100OROGENIC_1OROGENIC_1String10000CGI_TECTONCGI_TECTONInteger10100CGI_TECT_1CGI_TECT_1String10000CGI_ENVIROCGI_ENVIROInteger10100CGI_ENVI_1CGI_ENVI_1String10000GENERALIZEGENERALIZEInteger10100GENERALI_1GENERALI_1String15000SHAPE_LengSHAPE_LengDouble1900SHAPE_AreaSHAPE_AreaDouble1900Area of feature in internal units squared.EsriPositive real numbers that are automatically generated.20220622 diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shx b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shx new file mode 100644 index 00000000..5c0b2307 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Lith_Asstn_1M.shx differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.cpg b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.cpg new file mode 100644 index 00000000..3ad133c0 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.cpg @@ -0,0 +1 @@ +UTF-8 \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.dbf b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.dbf new file mode 100644 index 00000000..de4d4864 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.dbf differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.prj b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.prj new file mode 100644 index 00000000..ca0f4916 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.prj @@ -0,0 +1 @@ +PROJCS["EUREF_FIN_TM35FIN",GEOGCS["GCS_EUREF_FIN",DATUM["D_ETRS_1989",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Transverse_Mercator"],PARAMETER["False_Easting",500000.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",27.0],PARAMETER["Scale_Factor",0.9996],PARAMETER["Latitude_Of_Origin",0.0],UNIT["Meter",1.0]] \ No newline at end of file diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shp b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shp new file mode 100644 index 00000000..285a2e59 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shp differ diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shp.xml b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shp.xml new file mode 100644 index 00000000..cc4d00d6 --- /dev/null +++ b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shp.xml @@ -0,0 +1,2 @@ + +20220621123358001.0FALSECalculateField "Kallioperä 1:1 000 000\Siirrosrakenteet 1m" STRUCTURAL_LINE_TYPE_ "Major dextral strike-slip fault zone" VB #CalculateField "Kallioperä 1:1 000 000\Siirrosrakenteet 1m" STRUCTURAL_LINE_TYPE_ "Major sinistral strike-slip fault zone" VB #CalculateField "Kallioperä 1:1 000 000\Siirrosrakenteet 1m" STRUCTURAL_LINE_TYPE_ "Minor dextral strike-slip fault" VB #CalculateField "Kallioperä 1:1 000 000\Siirrosrakenteet 1m" STRUCTURAL_LINE_TYPE_ "Minor sinistral strike-slip fault" VB #Clip "Test Data\Geology\Structures_1M" EIS_IOCG_target_area D:\EIS2022\Data\EIS_IOCG_target_area\IOCG_CLB_Structures_1M.shp #IOCG_CLB_Structures_1M0020.000file://\\GNL6D73\D$\EIS2022\Data\EIS_IOCG_target_area\IOCG_CLB_Structures_1M.shpLocal Area NetworkProjectedGCS_EUREF_FINLinear Unit: Meter (1.000000)EUREF_FIN_TM35FIN<ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.6'><WKT>PROJCS[&quot;EUREF_FIN_TM35FIN&quot;,GEOGCS[&quot;GCS_EUREF_FIN&quot;,DATUM[&quot;D_ETRS_1989&quot;,SPHEROID[&quot;GRS_1980&quot;,6378137.0,298.257222101]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;False_Easting&quot;,500000.0],PARAMETER[&quot;False_Northing&quot;,0.0],PARAMETER[&quot;Central_Meridian&quot;,27.0],PARAMETER[&quot;Scale_Factor&quot;,0.9996],PARAMETER[&quot;Latitude_Of_Origin&quot;,0.0],UNIT[&quot;Meter&quot;,1.0],AUTHORITY[&quot;EPSG&quot;,3067]]</WKT><XOrigin>-5120900</XOrigin><YOrigin>-9998100</YOrigin><XYScale>450445547.3910538</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>102139</WKID><LatestWKID>3067</LatestWKID></ProjectedCoordinateSystem>20220622090935002022062209093500 Version 6.2 (Build 9200) ; Esri ArcGIS 10.6.1.9270IOCG_CLB_Structures_1MShapefile0.000datasetEPSG8.1(9.2.0)0SimpleFALSE0FALSEFALSEIOCG_CLB_Structures_1MFeature Class0FIDFIDOID400Internal feature number.EsriSequential unique whole numbers that are automatically generated.ShapeShapeGeometry000Feature geometry.EsriCoordinates defining the features.OBJECTIDOBJECTIDInteger10100STRUCTURALSTRUCTURALInteger10100STRUCTUR_1STRUCTUR_1String5000BASISBASISInteger10100BASIS_BASIS_String5000NAMENAMEString5000SHAPE_LengSHAPE_LengDouble190020220622 diff --git a/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shx b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shx new file mode 100644 index 00000000..cd5420d4 Binary files /dev/null and b/tests/data/remote/workflow_demo/Geological_Data/IOCG_CLB_Structures_1M.shx differ diff --git a/tests/data/remote/workflow_demo/IOCG_AEM_Inph_.tif b/tests/data/remote/workflow_demo/IOCG_AEM_Inph_.tif new file mode 100644 index 00000000..b789aa8d Binary files /dev/null and b/tests/data/remote/workflow_demo/IOCG_AEM_Inph_.tif differ diff --git a/tests/data/remote/workflow_demo/IOCG_AEM_Quad.tif b/tests/data/remote/workflow_demo/IOCG_AEM_Quad.tif new file mode 100644 index 00000000..3748535d Binary files /dev/null and b/tests/data/remote/workflow_demo/IOCG_AEM_Quad.tif differ diff --git a/tests/data/remote/workflow_demo/IOCG_EM_ratio.tif b/tests/data/remote/workflow_demo/IOCG_EM_ratio.tif new file mode 100644 index 00000000..a9a66019 Binary files /dev/null and b/tests/data/remote/workflow_demo/IOCG_EM_ratio.tif differ diff --git a/tests/data/remote/workflow_demo/Mag_DGRF_AS_FFT_ers_PCS_tif_clip.tif b/tests/data/remote/workflow_demo/Mag_DGRF_AS_FFT_ers_PCS_tif_clip.tif new file mode 100644 index 00000000..8704da13 Binary files /dev/null and b/tests/data/remote/workflow_demo/Mag_DGRF_AS_FFT_ers_PCS_tif_clip.tif differ