{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "The python-awips package provides access to the entire AWIPS Maps Database for use in Python GIS applications. Map objects are returned as Shapely geometries (*Polygon*, *Point*, *MultiLineString*, etc.) and can be easily plotted by Matplotlib, Cartopy, MetPy, and other packages. \n", "\n", "Each map database table has a geometry field called `the_geom`, which can be used to spatially select map resources for any column of type geometry,\n", "\n", "## Notes\n", "\n", "\n", "* This notebook requires: **python-awips, numpy, matplotplib, cartopy, shapely**\n", "* Use datatype **maps** and **addIdentifier('table', <postgres maps schema>)** to define the map table:\n", " DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n", " request = DataAccessLayer.newDataRequest('maps')\n", " request.addIdentifier('table', 'mapdata.county')\n", "* Use **request.setLocationNames()** and **request.addIdentifier()** to spatially filter a map resource. In the example below, WFO ID **BOU** (Boulder, Colorado) is used to query counties within the BOU county watch area (CWA) \n", " \n", " request.addIdentifier('geomField', 'the_geom')\n", " request.addIdentifier('inLocation', 'true')\n", " request.addIdentifier('locationField', 'cwa')\n", " request.setLocationNames('BOU')\n", " request.addIdentifier('cwa', 'BOU')\n", " \n", "See the Maps Database Reference Page for available database tables, column names, and types. \n", " \n", " > Note the geometry definition of `the_geom` for each data type, which can be **Point**, **MultiPolygon**, or **MultiLineString**.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from __future__ import print_function\n", "from awips.dataaccess import DataAccessLayer\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "import numpy as np\n", "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n", "from cartopy.feature import ShapelyFeature,NaturalEarthFeature\n", "from shapely.geometry import Polygon\n", "from shapely.ops import cascaded_union\n", "\n", "# Standard map plot\n", "def make_map(bbox, projection=ccrs.PlateCarree()):\n", " fig, ax = plt.subplots(figsize=(12,12),\n", " subplot_kw=dict(projection=projection))\n", " ax.set_extent(bbox)\n", " ax.coastlines(resolution='50m')\n", " gl = ax.gridlines(draw_labels=True)\n", " gl.xlabels_top = gl.ylabels_right = False\n", " gl.xformatter = LONGITUDE_FORMATTER\n", " gl.yformatter = LATITUDE_FORMATTER\n", " return fig, ax\n", "\n", "# Server, Data Request Type, and Database Table\n", "DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n", "\n", "request = DataAccessLayer.newDataRequest('maps')\n", "request.addIdentifier('table', 'mapdata.county')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Request County Boundaries for a WFO\n", "\n", "* Use **request.setParameters()** to define fields to be returned by the request." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using 23 county MultiPolygons\n" ] }, { "data": { "image/png": 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fj6927sbo4cOwaP7ctG39P1JWhlfe+xDfu28xsvvgQNbT54ESo6Pn4aV33kd5VRV+/Ahbe6yU7O+JYDCI3z2/FI8/9qjdpSRUMjwPT/z1KQwdOBD337qw64Ud7p11H2N48SC8/Nyz+NWvfoVf/vKXePzxx5PieUg3sV9Ougw5XXaekVI+LqUcIqUsAbAYwNqWwHwhpJSrAOQDuORCt0HWOHD0OL7zzUW4a8G8tA3MADBiyBAAwIq1pfYWQgkXiUQQjkTsLoOSjD8QtLuEtGJK0+4SiDp0wT3OhRDfF0KUARgCYLsQ4qkerP4fsfUoiQ3oV4hDx0/YXUZScGsaTlV1+mMKpYhIT7sgUVpoaPLbXUJaMU3+0kzJqUehWUpZ2tKfWUr537EWaE1KWSyl7PR3q7brxS6vkFKKjrpmUPKYOnECPtn8FYKhsN2l2M4wTahp3NqeLjK9XrtLoCTkaXPCJyVWywmGRMmIY5tQp0YMGYzC/Dxs2b3b7lJsJ6WEpnb/DHFypmAoZHcJlIRcLrfdJaQNIVpHYUp1bYecI2dgaKbzuvW6Ofj8q634cucu7Nh/AP+z7OW0DBaTxoxGUzCI/1n2st2lUALVNfJneDqXJ4Oh2SpSAkaa9GkW4AQ/TsPQTOdVkJuLm2Zfi+OnyrHrwEEEQ2G8u+5j6IZhd2mWumnOLFwzbSoa/E34/XMvQtfZ9zUV5WZnQVN5WKT2/P4mu0tIGy5Ng8/jsbsMS0hwTgqn6e7kJpTGJowehQmjRwEAmgMBvPbhamzfuw8TRo/Gxu3bkZuVhYljRsOlpfbL6eqpU+Bxu7B6/Rd48pnnMbakBDd/Yxa0FL/f6cTn8aLSqLa7DEoyGW72abaKIgQqq2vsLsMS7L/tPGxSoR7xeb0YXjwIKz9bjz8uXYba+gas2bARL779Dg4cPYbmQMDuEhNq2uRJWHLbzfB5PNh75Aj+8PxSu0siogTj+QzWieh6zyfSIrIIm8iox2ZMuQT5uTkYUFiIgUX9cKK8Alv37MWnX21B5Zlq/Pw734r/5LR1914cKSvDnCunIz8nx+bK+8aQAQPw/Qfuw/4jR/DGqjU4eOw4Rg8fZndZRJQgdU2p3RiQVIRAVpqMYiOAREzsSAnElmbqsQy3G5eMG4uBRf0AAEMHDcQt35iN6ZMnITszE1U1tThSdhKlGzdj/dZtAIBPNn9lY8WJMWTAQABAdX1HUy6TE509vTkRABg6J7yxiktV4U7TIf7YVSP5MTRTnxk/ahQG9CvE8tVr8NlXWxCKRHDXgrlYOGcWjpSVYeVn61PqBDoz1kSwdsMmPPvGcoTDHM/a6SKGDoUn5tBZwgzNltENA4E0G6GJJwM6B0Mz9RlVVXDXgnl4bPFdWHLrzZh/9VXoX1gIt8uFB2+/FRVVVVj1+fqUGXkjy+fDt+9ehMLcXFScqcaflr1id0nUS9KU8PnS46dh6r7crCy7S0gbhXl5KfMZ0S3My47C0EyWyM/JwaL5c7F93wFs3b3H7nL6TL/8PHxn8V3wejIQCIdRVl5ud0nUC/m5OYhEUufXEOobupEe4wYng7rGRkQi6dGyz84YzsPQTJapqqmFEMCY4cPtLqXPfe++e6AIgRdXvIdN2762uxzqhRC72dBZFIXNgVYxDAMZbk4mQ8mJoZksEzEM5GRlo6qmBsFQagUTTdPwb48+DI/bjTUbN+NPy17mSWUOVN/YCFXhYZHac2npeWKaLYRInxZYnvjnOPx0IMuMHjYUl00Yh807duLp199MuRY9RVHww4cfwJTx41Dvb8JfXnkNW/bstbss6oFwROdkNXQuhhvLCJE+3XyllDzx2GEYmskyQghcccnFuPfmm5DhdqGsotLukhJiwbVX4/HHHoXH7cbKTz6D3++3uyTqptycbJgm+69Sewp/fbCOTK+h19re03S6307FIwHZIjc7G0aKh5N/WXIvAGDFuo9troS6K8PlRiSFhkWkvsHGQEqElmm0OeScczA0k+UOHjuOsopKZPl8dpeSUJqmISczE8dOlePV9z+0uxwiukAqu+xYRiB9RpUQQqTPnU0RDM1kGSkltuzajTdXfYQ75l6H4v5FdpeUcI8tvgs5WVk4fKKMJwYSORTbAa0jBbspUPJiaCbLfL5lG7bs3oN7b74RwwcX212OJTRNw2PfXAQAWL56rc3VENGFcLOl2TKKEDw5jpIWjwRkmbKKChT3L8KQgQPtLsVSmqYhx+dDZXU1quvY2pzM0mVSBeoZkw2flpFSImzo+HLHTmT6vMjOzGx3e2NzM/xNzfB5vcjyeVFb34CIrkMAcLvdEABMAEKaMEwTQijRIK4IKEKBYZqxadEFhJQozMuH5lJRW9+A3OxsqIqChsZG5OfnxfcZCUcQjoQhhICuS0BIeDIy4PVknFN/XX0jwuEIQoYOBUBGhhv1jf7YCcYSpilhIlpXWWUlBg/on8BHk/oaQzNZpmTwYJRVpuaIGV2579aF+PPL/8ALy9/GlBHD7C6HOmGk0/S91G3VtbV2l5A2pIy+D1ev/8LuUixR19AY/5vdUpIfQzNZYvfBQ1i3cRPunHe93aXYIi8nB3OmX451mzaj4swZHDpRhlFDh9hdFp3F6/UAdXZXQcnG5NlallEUBS6Xhp888pDdpSTce6WfID83h6NnOAj7NJMlCmM/dY0pSb0ptLvryimX4N6bbwIAvP7BSpurIaLuMg2GZquk04gSHG7OeRiayRI5sX5p6f7z0/DiQfBmeGCm+eOQrGrq6nkSEp2LLwnLKEBaPd4ine5sCmBoJksEQiEoiuC3agA+rwcA8Ou/P4NgMGhzNdRWRNfhcrnsLoOSzPZ9++wuIS388YVlaA6FoCmq3aVYRqZLs3qKYGgmS0QnMhGob+SU0i5Nw8O33wrDNPHSO+/bXQ61oXK6ZOrA3kNH4Mlw211GymsOBuHWNDxw2y12l2IJNiI5D08EpIQ7UV6Btz5ai3EjRyA3O8vucpLCwP5F8GZk4AwnPEkqudlZOMOREugsnowMqGr6tH7aRQII6zoK8nLtLsUW6d590QnYrEIJ9+XOXQiGQrj1ujn8Zt3GtEkTYBgGysrL7S6FYuoa/dAN0+4yKMkEQiFEdN3uMlKelDL2q2R6aAnJ/Fx0DoZmSrhAMIRrL59qdxlJ5+ppU6EoCpaxi0bSyM3KQv+CArvLoCSjCAGVwSbhFEVBRpqdU8ATAZ2FoZkSKhgK4dipU+fM6kRRD91xK0wpsXP/frtLIURbfGobGuwug5KMYZqxGd0okUwzOosfUbJiaKaE8mRkYPCA/niv9BO7S0lKAwoLoQiB9z/53O5SCEBtQz10zgpIHSgZOtjuEtLCpIvG2F0CUacYmimh9h85ipOVp3Hb3OvsLiVpXTphHKdvThKmKeHzeOwug5KQmkbDoNlJ4wmXlMQYmilhTlaexhurPsLimxZgzPBhdpeTtAb06wcAaPBzOL5kwK6r1JEcjvxjCU1Nn1gigXYTuXD0jOSXPq9OslxZRQUmjh6FEUOG2F1KUrt03FgAwCvvvg+dZ+gnAaZmak9TVew9fMTuMtKCL41GzxAAIDl6hpMwNFPCDCsuxrFT5ZzQpBtGDRuK6voG/O7ZF+wuJa3lZmdxaDE6h24YiEQidpeRFhgfKZkxNFPCDCrqhxFDBmPD1m12l5L07r5hPq6ZNgU6zxy3laIoCIXDdpdBSUZVFbjTbCg0u/DzgpIZQzMljJQSJ8orMH7USLtLcYTpkycDANZv4YeGXdiaSJ2pruPsnYkmhMDpmvSZkfPsPs2U/BiaKaHCkQjH3ewmt9sNVVHw8eYvcaTslN3lpCVNc7F/IZ3DNCXycnLsLiPlSSmRn5NtdxlEnWJopoQRQmDuzBlsOe2Bb960AALA8tUf2V1KWhKCZ7DTuaSUmDJ+rN1lpIVpkyfZXQJRpxiaKaGGDy5GZXU1Dp8os7sURxheXAyf18txm4mSiBACW/fss7uMtJBOQ86R8/DVSQmV6fXituu/gVff/xDHT5XbXY4jDOxXwFnpbFJb3wBF4WGR2pNSwuR70hKhMM8roOTFTwdKuFHDhuKGa6/Gy++9z5++u2HezJkAgKra9DkhJllk+rxwaZrdZThScyCIBr8fldXV8Dc1ozkYhL+pGVXVNaisqkZVdQ3q6hvQHAzG/9U2NKKmrg6GaSIYCiMcDkPX9W6NV96yXHNzM4LBIPx+f0LHOb9k3LiEbZtaCZE+sURKyXMoHIafDmSJvJwcaKqGE+UVGFY8yO5yktqKtaUAgOfefAu6Hm3dyvR68L3772UraIK5NA114Ua7y3CctV9swsavt1/w+iMK8/C755J7jPJPv/oKn371VbeWHTeiBLfPuz6xBaWoMFuaKYkxNJMlhhcPwtyrZmDZO+/hO99chMK8PLtLSlojhg3BydOnoSkqRo8cCkVRsfvgIfzXs8/jXx9cAo0toZRk9h85ClVV8NNHH7mg9UtLS7F40aL45ReWv42Tp6tQXNQPdy2Yh9dXfYSTlacxuH8RAODk6SoM7t8fD9x+S7vthMNhmKaJUDgMwzQR0Q2EwmFEIhE0NAcQCoUQCoWgGwZ03YCmqRBCQBHAnsNHIaXE9IsnQSgK3KoKoWpwayo0TYPXk4GVn36O8qozGFBYgAXXXo0PP/kcldXVAKKzBrZ0q9p/7PgFPQ4EeDI4HjYlL376kiWEELh43EU4fOIEDh0/wdB8HtdMvQzXTL2s3XXjR43AGys/wvLVa3HXDfNsqiz1NQUCcGmq3WU4jpQm+rLn1QO339r+8m23dLJke263GwDg8Xh6vM/ZV17R5TIP3XFbu8uPLLr9nGV+8/SzcGsMfhdCEQLb9u5LnxE0znrTsPti8uNvvWSpM3V1qOEkAT1WXNQfADBi8KCE9ttMd1ICudkcj7ensnw+jnoQowglOnYh9ZgpZVqdCCgUhf2aHYYtzWSZU6erUFVTi3kzr7K7FEfYe/gIPvtyC+oaGxCJ9W1evWEjVm/YCJ/HgwGFBbhm2mUYPHCgzZWmDk+GGw1+v91lOI6iquDUZlFCACYndLpgU8aPt7sEyyhCsHXZYdg0QJb5csdOAEC/gnybK0l+Z2pqsHz1GpyprYWiqBg1dAgeXXQHfrDkXowYPBhhPYIjJ0/hhbfftbvUlOLSNIQ5lXaP6brOscVjlFjrIV2YHfvTZzxsk63MjsOWZrLM3KuvwoFjx1FdWwffILaOns/aLzYBAH7yrYfOOfFv8cIbAAArP/0MW3bvtbq0lOZvaoZLZZ/mnpJSsnU1RhEKdJNfvC6EEAI19Q12l0HUKbY0k2W8GRkYMWQwdu4/YHcpSS8QCgHAeUfKYDeCvuf1eKAyNPeYS1XZjzdGUQQMfoG4IFJK5GRm2l0GUafY0kyWGjuiBCvWlsIwTCy4diaHT+uEv7n5vD/b6bqOg8fL4MlwW1hV6lMUgWA4bHcZjiPYJSHOpWkwTRN/WvYKCvLy4IuN5BEKh1HTUA+fx4OcTB/qG/2QQkCaElk+L3RdRyAUgilNQLYE7+hjKiUAAahCAQSgKSqag0GYUqJfXh4ggKqaWkhIDOrXD/WNjVBVDdlZmQhHIqhraERRfh6aAgHougEJieZAdP2WkU+K8vORKUw8+fRzELG+tkIIQEpIRPtpCyFgSgmfx4MMtxt1DdFW4dzsbOh6BP7mQHxdl8sFT0YGcrIykZOZCYloS3JHR7W2x7pgOIx3YmPVx26E0uZ2GatHShmvLX59m39my/+mhISEjP0PKYFYHeccYzupDxDtvhOaMro9oE33ithj1RUpEa1HSlTX1WHE4OIu16HkwcRClsrNzgYA7DhwADsOHMDQQQNx/y0Lba4q+TQHg9DO0+K598hRAMC/3H+vRRWlB06jfWHYL7NVy0m7jU1NaGxqgnlWkKpTGlF2Vku0pqrxoAdET6k8O361BE5FUaAoCgzDgJQSxwOBeMu2pqo4eqo8OuW3EKg4cya+veZAAJE2I+8IAC6XC0JEt11VWwt3TiZ0w4h+GZeAUAQUCEAISEioigpIiVA4DH9zM1RFQXZmJoKhEJqDQaiKgtysLEhEh2+sb2xEfWMjFs6Z1eF9AlrDLgBkZ/qw59BhlAwZ3OFcJft1AAAgAElEQVTt0boFIFpfc/Hw2+bxEULE/ylt/m55DGV0w5BtKuos77bdd8tfSrttyXbrdv1WaF/XwKJ+Xa1ASYShmSylGwaGFQ/CN2+Yj988/RxUDlPVocK8XFSeqen0dhE7fL+z7mPcPvc6q8pKC1k+n90lOI5pmhw7I0ZTVaiKgp9++8ImerHT2ZPM9FZVTS2Wr16DyReN6fY6s6Zf3mf7J+prTCxkKSlNKEJA0zS4NA3HT5V3e11d1/GHF5bhib8+haUpPGpEOBxGY1PzeZeZOGYMhhcPxN7DR/Dyu+9bVFnqk1JCZUtzjxmxlk2Kds9gR5UoDqlGqYafDmSpaN+86Ifr/bcshGlKHCs72eV6zc3N+K9nX0BzIIBMrxcnKioSXKk9/vzSq/jtsy+gORBEhuv8s4rde/NCjBo2FEdPnsLuQ4csqjC1aZqKpsD5v7DQuXS2NMed3Z0grcW6dRClCoZmspSUEi2nWrT05Xp77Trouo6a2roOZ7t7+vU38YcXX4JhmnjgtpsxoLAAAPD1ntQZbm3VZ+vx678/g7rGRlw2YSyuu/IKfP+B+7pc7+4b5kMIgc1f77CgytQX0Q2YJj/ke8owDEajGJdL468VcXxVUGphn2aylCklFKW1TWrMsKE4cPwEfvP0c/HrhBBQFQVLbl2InMxMnK6ugSIEcnOyMXjAANx63Rz8/vmleP+TzzB8cDHycpJ/2mO/34+dBw/hsgkdz3b11a7dAIBF8+diTMnwHm27MC8Pp6rOoLyyEoMGDOh1relMEQKDB/a3uwxH4smAUXnZ2ag4U213GUlBStlu5Asip+PXYbKUNM12B9Hb5l6Hi0qGY0BBAX6w5F5cPnkiRgwZDN0w8Oybb+MPL74EABhUVIT/a/HdAACPx4NHFt0OAHjmzbesvxM9sGP/Afz678/gj8tewbqNm/H7515EXUMj3lq9Bg2NjQCA5kAwvnxPAzMAfPvuOyGEwHNvvYPa+vo+qz0dSSlRWcXA01OGYXZruK10cLq2hhO9xJimhBCMGd3Fbj3Jjy3NZCkJtDthSNM03Dl/bvzy9VfNABA96a+ythbrPt+AQQMG4LoZV7TbTv/CQkwZPxZb9+zD7oOHcFHJcBw6cQLDBw2CJzYu6mdffYXNO3YhHIlAQODmObMwfvSo+Db8zc34y8uvQpoSRmys0pmXXYprL5/W4/vlDwTxycaNmD39crjdbix75z2UV52JjleqaZg59TLUNzbg6737EQyHcKS8EnsOH8HNc2bhvY8/BQAMK77wWRL/+b578OdlL+Mvr7yG+VfNwGWTJ17wttKZYZrQ+MHVYwOLCjnZTow0JYctRDQAhiMRnh/aDfyVxjkYmslSihBoDgTQ2NQET0YGXJ1MbqJpGgYXFeH+227pdFvzrp6JfUeO4u0169pd3zIep2ma0FQVuVlZaPA34a016xCMhDFlfLSLxNIV7yKiG3C7XHCpLsCU+HzLNlw15dIOJ12pa2zEyk/XY/TwoZg6cQKAaLh/9o23cKauDgDw9b7W2Q5zMjNxzeVTcfHYi+LX3TjrWpSWlmLRbbfhDy8swzvrPgYAPHz7rRjYv6g7D2GHcjJ9+PEjD+L/LH0ZK9dvwMr1GzC8eBDuvfmmC95mqnjqtTdQVVN7zvUjCvPwn397GmZsEoeWj61xI0daW2AK2H/0GGfBi6muq2efZgCbd+zCuo2bUMLJOyiFMDSTpTJ9PpRXncFT/3gDw4oHtWtl7ilFUfCDB5dg3cZNyM/JwaQxo3HoeBk+Wr8eumFi2qQJmDn1svjyf3j+RXz4yef48JPPMXbEcASC0W4RP37kQQDRAPybp5/D7557Ef/26MPt9hUOh/GXl16FBHD4xAl89uUWTBk/Dp9v3QYAKBk0CHfdOB+79h9AQ1Mzrrl86nlr1zQNP3xoCb7csRMFeXm9Csxtt/mvDy3B9r37sGHbdhw7VY5nXl8e78qSruobW1tAc7OyoCoKDNOApqgwpUReTjZcmhYP1tWxL0DUfYZhnncynnRz3y38sqrrOq64eDJmX8Fxlyl1MDSTpYr7F+Fn334Eh46fwOYdu/pkm3OumB7/e+zIEowdWdLhcj94cAm27tqDzTt2YN+RYwAAj7t1GmpN03DXgnl47cNV+PXfn4lPw9oy1qgE8E/3fhP7Dx/Fmi824vOt2+Bxu/HtuxchKzM6IcYlnZzo1xFFUTD9kot7foe7cPG4sbh43Fi8sfIj7D96FL/621MoLirCvTfflJbTlru0aJhr+XLUorS0FIvuSO8vFH1FU1UM6oMvfqkiPzbzaVpjjwNKQen3CUpJoc1wzZaaMnE8pkwcj4bmZuiRCApyc9vdPnr4MCyYdTXWbdiEDLcbAwoL0BQIAABunjMLednZmH7JZEy/ZDKee/MtaJoWD8zJ5s7516OyuhqvfbAKJ09X4c2Vq3H3TTfYXZblXC4X+AmeWC5Nw5kOusCkq46GzkxHHKOZUg1DM6WlnPNMlTxl3DhMGTeuy208dMdtfVlSQgwoLMT37r8HT/z1KRwqO4kNW7/GjCmX2F2WpVShoCEUsruMlCaEQICPcZy7zS9Y6UoRApJjnvcIR89IfjxbgezBg4OlHn/sUQDA51u22lyJ9QzJ4dASjbPgRbW0MKdjN6izCc4G2G0cPcM5GJrJFtHuGTxQWCnL60VE1xEMBrteOIV4MzIcMQGO0/HdHD1hGGBobsHvUZRqGJrJHlLyQ9ZiS269GQCwbc9+myuxlr85gOY0+6JgNd00Y33H05vJiTzi2ChCqYhfh4nSRF5uDoQQWLdpEz758ktcNnECRg0bisrqahi6AZ/XgzN1ddB1AxE9AsMwkZ+djaZgAHlZ2ajz++HJyMC4EcPR4G9Gbk426hobUZCTjaysbGR5PR3ut97vx+bt21Hf2ARVVZHhdsEwJGobGyBNA4YhoRs6pJTwejLg1txQFIFQJAxNVZHhzkBedg50Q0dBXi6amgNo9Dch0+dBvb8JpmFA0VToER1ulxuZmV7U1NbDNA0YhommQACZXq/Fj3Z60XUdeRwxAobBEwCJUhlDM9mC3TPs8b3778EX27Zj846d8X89tWn7jgvevxAieoIQolOqnz2EitqoQDeM6LJAvEekiA37d77tdnR7yzbY0pxY0S83PPktEuueQUSpiaGZbCGltGfMuTSX5fNh9vRp8bBckJuLxxbf1ePthMNhNDY1oTA/H0C0pbE5GIS/qQnBUBhNgSDCegQKBIYWD0S/2HJ2eOb15ThTy+HQEkkIAVXl+9nfxC9ndOF4Mm3yY2gme7BPs23+8cEqAMC/feuhCz5hye12o/CsiWFysrKQk5XVFyX2qUgkApMfRgmlGwZCYXZNaA4xNFPP8VdX5+BZC2QLRhj7nCgvh0tT0+YM/0A4zCmeE8ztcsHf1GR3GbYLsnsGUUpjaCZbmKYJReHLzw6mlMjNSp+TthRFYUtOgmW4XAyMAAwjYncJSUNKyR54lHKYWsgW0QMqj6hWa+nLfOOsq22uxDrFRf3YV5AsEQzxi0ML05RQOAQfpRi+oskWHD3DHp9++RVURcHggQPtLsVSEZ39bRMpGOYU2gAQDrOluYUp+WsipR6+oskWoVCYrX82cLtcMEwT9X6/3aVYpqa+AQq/oCVUJKJDZUBCRDfsLiFpmKbJhpEe4mdi8uNRjmzx9d59cLvS40S0ZPKduxcBAEq/2GRzJdbJzcpii1eCCSGQnZlpdxm20zS+zloYhglV5ePRHfxy4Rx8RZMtPBluTBg92u4y0o47NkxcczB9fk4PhkLxCVMoMaLjrttdhf2CafS+6oppmvz1gVIOX9FkC/4IZR9PhhtHT57EH5e+hL0HD9tdTsJ5PBl2l5DyhBBQFQ7rJxgSWwke5yn18B1OtuBwRPb54UMPYMzw4WhqDmD5mrX4nxdfsrukhKqqqbG7hJSnqAoyXC67y6BkIgHBnx8oxbBTKVEaWrRgLgBgzYYN2LR9F3YfPIQJo0fZXFVieDMy0BTgTG2JlOn1ot7faHcZtnOlyYRBROmKLc1kCyEEeKKw/a6bMQMA8NWu3TZXkjjBUBh8sSVWOBLhFxOAJze3JQDJDho9wtEzkh9DM9mCP9olh41f7wAADCgosLmSxFFVzgiYaMFQGCqnKocnw2N3CUmDXTO6j8cn5+DXYqI0tnX3HgDAvGtm2lxJ4oQiEZimaXcZKc3jdsNkKxncGezXTZTKGJqJ0piUqR8mM1xuTm6SYC5NS6sJczrjUd12l0BECcTQTJTGFEVJ+UAZCodhcJxmsgI7PMYJISBN/vpAqYWhmShN6bqOmvoGaCneF9XlcnF4wwQL6xG7S0gKqf5e6glFUWCY/LJKqYXfi4nS1O+fXwoAuOUbs2yuJLG8bjeCYYa6RAqGwgyMAAz2nY9TFMF+7pRyGJqJ0lRE1+HSNIwdOdLuUhLKHwjAZPeMhBJCoCg/3+4ybGfoDM0t2D2DUhG7Z5AteCi134Krr8KHn63H2g1f4BszrrS7nIRRFQWZmb4Ob6ttaMBfXv4HAEBTFfzbo49YWVrKyPL50NDUZHcZtlM1tkO1UITCcYcp5XT7HS6EUIUQW4UQ78YujxBCbBRCHBBCvCqEcMeuzxJCrBBCrBVCFMeue0gIYQohLm6zvZ1CiJK+vTvkFJxG237b9u4DAAwdNNDmShLLMM1OW7xWf7YBQLRVTDfYStgbTYGA3SXYjoc0otTWk6/FPwCwp83l/wTwOynlGAC1AL4Vu/5+AH+NLf/9NsuXAfjFhZdKqYQzAlqvvqEB1bW1WPPFF/jTspdRcaYaUyaOw5iSErtLSyhTmh2O01xx5gwOnTgBgJMLUN9Q2K+7Fd9SlIK61T1DCDEEwE0A/gPAj0T0E+YbAO6NLfI8gP8PwJ8BqADM2L+2b5t3AVwrhBgrpdzXJ9WTY/F4ar0/xbohtBhbMhwLrr7apmqs0y8/HxVVZ9pdt33f/vjfjz/2KN5c9RH2Hz1mdWmUYjhaRCsBngjYU5WVldi+fTsCgQC2b99udznUge72af49gJ8CyI5dLgRQJ6XUY5fLAAyO/b0MwMsAPACWtNmGCeDXAP5vAA/2omZKAUIIfLL5S+RkzUJBbq7d5aSN8SUluG3+9XaXYalwOIJwJIL//NvTAKL96aWUGFGYB0UI/OmlV1DfGJ2Y4+//eCO+XkOTHzmZmQCiYz2HwhGoigLdMOKjJLhjw9mZhgmXywVd1yEBZHo9aGxqhpQmFEWFYZqx8bAlzLO6imT5fAhFwgiHI/B6PXBrGsIRHS6XhkZ/EzRNha4b8QCiKgp8Xi9CoVB0A0IgHInA7XIhHInA43ZD0zT4m5uR4XIhFGkdOST6C4+M/5/hdsGludAUCEBKCa8nA4FgCFm+Nn3ApYQ/1vXC5/VAVc5tTW2ITWzyf5a+jOZAABKI7jschiklsjN98DcH4PV4IACEIxFkuFtnzxuQ6cUfX1zW4fPnbw5AEQI+b3SKat0wEQqHIaVEls+LYCj6N0Q0qBmmASEEvLEpraWUCIRCcLtcMAwDEoj98iARWw2KosDryQBitwVCYQCANyN6XTAcRnxhCJimCZemQTcM+DzR/QRCwXOe23RVVlGJdRs34aopl9hdiiN4PB4UFBTgqaeewlNPPYUnn3wSN954o91lUQdEVx31hRALAdwopfxnIcRsAD8B8DCADVLK0bFlhgJ4X0o5uZNtPARgGoB/BbALwAIA7wBYKKU82sHyct26dRd4l6gzfr8fWVlZdpcBIPrBVNvQiCyfFxnu9JpFy67noeJMtLV1YL9+lu/bTtV19YjokXZhT1UVuFUVTaEQpJRQFfWcVkIBASEEzNisiSKaygAZXR+I9ZeOhVABwIz/HQ2liqJAiFjeigWus/vzm6aEKc1z9nfuPqP1CyFgGEany7Vso2V7UsrYum2P9SK2bzO+rKqqMFvujyLadWlpe7vZySySAgJCie7PpWnQdQNSSmiaGu9X3rJdRSiAQHwfGaqKUCcjnAgIuFzRgNqyvICApmnR50zK2Fjc0ftkGCYURUDX9fiXm5bnJP6YSxMurTW0K0IgYujttu9yaTBiX5AUocClaW3Wl7EALqEIAcM0IYSAS9OQ4XYj0+vt8L4ku746NjUFAghHdORlZ7HrUzdUVFTg5MmT0DQNLpcLRUVFqKqqsrustPLd734XUsouX6zdaWmeCeAWIcSNiLYe5yDa8pwnhNBirc1DAJzqakNSSl0I8VsAP+tq2dmzZ3ejNOqJ0tLSpHpc//HBSoy8aCzGlAy3uxRL2fU8/P75pQiFQli8aJHl+7bT82+twKnqOjz+2KMAgNc/XIV9x45jRGEejlTXYdzIEbh97nU2V5nerHxPBINB/O75pfHXA7Xqq+dh0/adqG9sxJyZM3pfVBr45S9/iV/84hf4+c9/jieeeAKlpaW466677C4rrXz3u9/t1nJdnggopXxcSjlESlkCYDGAtVLK+wCsA9Dy6fsggLe7WdtzAK4HUNTN5SmVsRXCMsFgEN7YT8np5ExNbbvLR0+eatf6NWXCeKtLIhs1BYN2l5DyVJWzAfZEy/GIQ/Qlv94MKvkzRE8KPIhoH+enu7OSlDIM4L8B9O/FvikFSCl5QqCFJABVSc1HvDkQRHVtXbvrdF3H06+/iXDk3NkAPRluDOzXD48/9ihKBhdbVSYlgeYAQ3OiKUJh/+4eYGh2jh5NbiKlLAVQGvv7MIDp3VzvOURbmFsu/zeiwZnSWEtfUEq809XVAIDcnBybK0mMZ99cjgZ/EwSAby26Hfm5uXhz1Uc4XV0Dl6pizIiS+LKapiEQDKK6rh7hiA63i3M8pZN0O4fCDqqidDjMI3WModk5+GlBNmJgtoq/qRkAkJ+bmNBc39CAt9aUQjd03LfwRhimiXAkgsamJgwrTmxL7tsfrUWDPzobnQSw/KN1qK5rbXX+yaMPt18h9sEU0SN4+vU38E/3fDOh9VFy8WQwNCeaUDjcXE8wNDsHQzPZRgigqqY2NmyXgKKI2MGj7QEkOkSXECI+CsG52xFo9Ptx6nQV+vcrQH2DH4OK+mHE0CGW3p9kNnLYUPQvLMD2vfuxfe/+rlfohd89v7Td5USecPX1nr3YfehwfJQIAKiuq4OqKPjRww9A0849xIV1HZk+Hwb264fFSXRiLFkj1EF3HepbCluae4Sh2TkYmsk2JYOLsf/oMew/ehRSRsdMldKMD4zVMoyWIpR2B5OWHh0t14TDYVTX1Z+z/RuuvRqaqiFi6Mj0eqEIBV6PG7X1jYhEIvAHAvhyx04Ypgmvx4Nsnw9jSobj8skTOwxbTjd/5gy8uOI9XDZuHMqrz6Cqpha5WZm4dvrl2LB1GyrORLtwFOXn4/qZM7Bu4yZUVJ1BUX4ehKLEh1orrzoTXeaqKwEAa7/YiMrqGgwdNBCLb1yAz7dshWGaMEwDX+7YjTO1dYhEdBimHh2KKhxBYX4+wuEwaurqYJgSqiogFBcMPYKMDBeyfJmoqatDU1MgOqyXqkBVFEgAmqZCEQqyfF6s/Gw9AOCyCeOR5fMgEIpg1uVT2z1/5adP49SZamzZuQtnYv2e83OyYZeq6mr4A0EMLx4ERenNaSV0ISIMzQmntPkSS11jaHaO1EsG5BhXXHIxrrjk4l5v53R1DZa98x7mzpyBSWNGQ9d1/Obp5/DBJ591a30hBJoDATT6/Th5+jQ+3rQZt827DuNGjOh1bcnktQ9XQxEC82edOwvguJHn3teH77itW9t9ZNEd7S7Pmn45AOCrHbsAAH//x+s9LbXHvtq1O/735h078KOHoq3Mf37pVTQ0NcVvc2kaxo0ciXkzr8T69esTXldbpmnilfc+wLFT5fHr8rKzIYSAJ8ONCaNGYfolHQ51T32IuSTxFEWJj5FNXWNodg6GZnK8/oUFmHHpxSirqMSkMaOhadoFdwlobm7Gn199DctXrcE9N92AkiGDu17JAU6UlyMYDmN48SDL9tny82wiume88ObbOFlVBW9GBgKhEFRFwbyZV2HcyBL87vml+O2zL5yzjl3j8i5d8S7KKirjH4iqqsCtRWfLa2hqil7fCJRXncG6TZsgJZDhdmHxDQswaAAHGeprntjMf5Q47J7RMwzNzsHQTCkhNzsbp073fgYln8+HHz/8IH7z1LN4+b0P8Njiu1Jimu9X3vsQQgjcfcN8y/YZ7mSGt74woKgIJ6uqEIhNJW2YJj7e/CUunTAO99x4AzZ8/TUMw0Sd34+BhQU4cOx4wmrpyonyCmiqivzcHIwaOhRzrjx30CHTNPHnl/+BUDiMgf364dipU3h91Uf4lyX32lBxamuKnRRLiaMIwdDcAwzNzsHQTCnhRHkF3C5X1wt20z/ddw/++MJS/PWV1zBjyqWYPX1an23bDoZhoDAvz9K+2tkJnEp4/jVXYeKYUdiyazdqGxoxauhgXD1tKgCgZOhglAxt/YXgw48/TVgd3TV00AAsvunGTm9XFAXfvW8xjp08hQ8+jXYrWnDNVVaVl1YMQ7e7hJTXMuU6dQ9Ds3MwNFNKKKuoxLyr+27K1iyvB48uugPPv7UCG7Zuw1WXXgy3g8d3FUKg2eKZ0AJ6OKHbHzJwAIYMHNDlcqqmJrSOrrg1DdW1556o2pHXVq5CJKJjQGEBxpSUJLawNMUTARNPZZ/mHmFodg6euk0poWRwMb7cubvrBXugqLAA34/9PP7bZ1/Ah59278TCZFSYn2d5aHZrfdfy3xtNgYCt+1cUpd3JiOejxkbTOPvkSuo7QrCtKNEEu2f0CEOzc/DoQSnh2sun4g8vLENdYyPysvtuODG3240fPng/nnljObbu3osd+/ZjzIgSzJtxJQ4cO4bj5ZWYe9WV8Hg8fbbPRLhm2mV4c9UaPPHXpyAQHa5PCIHsTB+unTYVk8de1Of79GYkxwlXirCmbcA0zXhA/3rvPuw5dARCAMFwuNsTaoRCYXgc/IuGMzCYJJqmqjAMhubuYmh2DoZmSgmapqEgLxd7Dh7GjCmX9Om2PR4P/vm+e7Bz/wF8+Mln2HPwMPYcPBy/fdeBg/j+knvh8/n6dL99Ycuu3Vj7xSZE9Gg/ziH9+yNimuhfkI+TlZWoa2jEu6WfoLioHwoLCvp038ly/I/okXgLbiL944OVOFJ2st11Lk2Fqqq48/rrurUNCWDIoIEJqI5aqCp/YE00VVVgmIk7ETjVMDQ7B0MzpYzbr78Ozy9/GyVDijGoqKjPtz/pojGYdNEYAMD2vfswoKgfsr1e/PeLL+EPL76E+xbeiGGDEztldE/ouo6Vn62HIgTysrNx0+xrOpzS+td/fwZ/e+1N9C8swKIF83Dw2HGoQmDSRWN6deJgdmbiTgTsiUAwZMmHUUsr8+OPPYrK6mqUn66CPxCAaRj4ev8BbNt3AKqqQFEUKEJAURSMHzUSum7gsy1bUBEb/SUrCb98pRIp7K4g9QnBabR7gqHZORiaKWXk5WTj0gnjsPvgoYSE5rYuHjc2/vf3l9yLP730Kpa9+z4unzQR18/suxMSe+PZN5YDAB5bfBfycnI6Xe5HDz+Ap197E6era/CnZa/Er9+2dz8euuPWC95/svRpzM7KhFLVu9bFY6dO4es9+zBi6GBMvqjjriy19Q3xD79n33irWx+AX+7c1e5yYV5eh0PSUd8x2W0g4aSMDjtH3cPQ7BwMzZRSLhk7Fs8tfxsXj70IRX3c3aAzPp8PP3n0Yfz9H69h885dCEd03Dj7Gkv2Xd/YiPVbtqF/QQGmTp4IAKirq8Oy9z5Ag78J40eNOG9gBqJdWx67526YpolNX2/HpDGj8cdlr6CpuXfj2dY0NPRq/b5S72/q1Zn8uq7j5Xc/gJQSuw4ewlc7d+OhDmZLzM7MhD8QfcwUIZCZ6cN377un0+3uO3wEyz9aCwD4+Xe+dcH1Uc8wmCSeKc14EKSuMTQ7B0MzpZS8nGxMHD0Km7bvxE2zr7V039+++y7894vL8PW+fX0SmqtqavHM62/ClBKaqsLn8eBbi26Pn3S4Ys067Dp4KL786vUb2k1fe1HJcNzWzb60QHSUhyunXAoA6F9YiNPV1fjV357GnfOux5iS4T2uv19eXo/XSQSP5oKUEifKK1BxugqNzc0YUzIc4UgEx06ewsZt23GorAwlxcVQVAUetwszpkxB/8KCaAt8TQ0AYNKYUdh54BAqq2vwq789DUgZ/7Br+SlaU1uHt2vwN+FXf3saqqLghw8tOaery9iRIxiW7cAsl3DSlJadgJsKGJqdg6GZUs7lkyfhzy+/iuL+/TFlwjhL9z135gy8tXot6urrkdfLmQTf/mgtTCkxetgQNAWCKK86g989v7TdMkWF+Xh00Z04VVGJ9z75DMFQCFMnjsdVl03p1b6/teh2nDhVjpff+wCvr1yNO+ddj4tGlPRoG8dOVfSqhr7w9kdrcaisDEB0OusWG7fvwIjCPLz07vvx646eOgUhBKSU2H3oCIYOHIDTNTUQAKZNnozZ06di1PBh+HTzFui6jtHDhyIjIwO7DhyEYZqYMGokro1NsLLktpvx/PK3ken1wt/cjGUr3sWDHbROk/Vy+3B0HeqYBPjlpAcYmp2DoZlSTl5ONq667FJU19VZvu8xw4YBAJ5/6x384MH7e7Wten8jNFXFXTcsAAA0Nwfw1e5dqKlrRFOgCbOnT0fxgP4AgOKBA/Dtu+/sXfFnGVo8CD/99iN44q9P4d11H+N7g4t7NMFLYd75u4VYYeyIEuw+dBiKEPjZWa26paWlWLxoUYfr/e3V11FWUQkAKMjLw/VXXQEAmDBqFCaMGtW6jY2bMXHMaIRCYQRDEfzPslcQ1nVMmzgBP//OowCAJ/76FG75xuw+v29EyUtCMDV3G0OzczA0U0oqGVyMd9aWYuyIEgy1cAgvTdNw6biLsG3vflSeqR/mqR8AACAASURBVMaAfoUXvK3Rw4Zj96FDaPT7kZ2VBZ/Pi2umWT+d9xUXT8bG7Tvw22dfgKIoyNA0lAwdgoWzrz3v6BrJ0Kdx3KiRuKy8Alt39Wzim+98s+MwDQD/+ben240MoCgCptn+w27Tjp3YtGNn/HJ2VlaP9k+JU2PDl+l0w+zXMwzNzsHQTClpeHExZk+/HK9/uAozplyK5mAApyqrcMf86+FL8EQkc2dehW179+PtNWvwnW/efcHbuWn2Ndh96BBe+3CVrTPEfWPGFfjGjCvw1fad2LRzF/zNzdhz6DD2HIqOVa0qCiAAt6pBN00IADfNuRYnK6psq7mt6pqaXk9nUVl1Bqs+3wCI1v7LI4cMwWWTxmPM8HP7e+u6jhfeWgHDNHHnvLm9GrqP+pbgRLgWkOye0QMMzc7BIzmlrEkXjcHAon74eNOXcLvdyMnOwtK338Ejd96e0BCjaRo0VUVdo7/X2wGArCRppZx68SRMvXgSAGD3wUM4dboS3gwPvti+E3okgogw4Ha50BwIYvnqtTZX28rn80Hp5eQmL7y1AnqbEThyMjNx+SWTkJnhxfFT5cj0Rsekrm9qQiQcghAqvnHFFXC7NTQHg5C1Ek3BIFyqikyfFxJAMBiEIgSEosDUDeTl5sDtdkevV6LjOTshbOu6Dl3XYZomTCkR0XXoER0eb/TLaXMg1G5GxHA4BEVREAiHIYQCj8uFiK5j14EDUBQVBTmt5wL4AwF4PRloDgQRDAahaioyXC54PB6EIxHkZmWeU09Y1+Fxt85G2RwMwpvhRjgSgappqPc3JvDRICDa0pwMvzQ5BUOzcyT/EZmoF/rl5+PO+XPjl19fuRqrP9+AeVdfBbXNSAd9bUzJ8HhL7IXaeeAAAECzYDa7npowehQmjI727Z059bJ2t50or8ChEydgmhIbv95uR3ntNDU393rMaP2s9RuamvDqex/2apt9qdMvBVJCQrb7ubxtmEmWD+kRhXn48tBRu8ugPmKapiWzcKYKhmbnYGimtHLjrGuwfNVHWLriPVw2cTwmjBqZkPA8a/o07Dl0GB9+9hkWXH11j9bdc/Aw3loTbal1u1xYaPHQeb01dNBADB00EF8kQWAGEJ9CvDfcLhfCkQj+5f57kZVpzYx9uq4jGAoD0kQoEkEwHIZuGPjo8w2IGAZmTLkEgUAQLpcLW3buxplO+uoqQiDT58W0SROxfd8+NPj90GMTfOTlZGPOFdPhcbsRCIXgcWegdNMmSClx06xr8MGnn6Oqpha6YaB/QT4WzpkNjycDb61eAwD45g3zo7+s9LJF/HwnZfa18qoqPPfm25bsK10ZptnrX3fSCUOzczA0U1rxeTy4Z+GN2HfkKDbv2ImjJ0/h5jmz+nw/+Tk58Hk82LprL3YfOIwfPfxAt9bz+/14e+06KIrADx9c0qPRKpJNJBz+/9u78yg5yjvN988vMitrUWlXaUMgsQmBQIhVQhgQu1jNZsAGG7xMe87c67Fnun16fOeeOWfm3jnuHo+nxz7TPZdubDBNt7GNAYMwIBYVIAlJILEjNWCxad9rkVSVlRnv/SOzUiWppMpSVeabb9b3cyxTGZkZ8ct8KyKfjHrjfX2XIEmqq63t+0F9uGreBVr48iv637/+jX74nW8OQlV9SyaTauzuotNj+be/cugoKefMPK2odV5w1pl9Pub4Y28u/NzbJC6SdM/NRz9TpG9d6S7fJVQ/5+jS3A+E5nDwVRBDThRFOvXEE3T7NVfro08/04effqY3P1ijbflJLAbL9++5W3deu0Cd6bTe6DGSwpHc99vfS87prhuvDzowS4MTVgdDKlUz4HWcMWO6ph0zWZlsVr/MT0+OMLXuGdi1Buhbz0mW0DdCczg404whq662Vtdc/CWtePsddabTal7xuv5dkWeEi3X8sVOUTCb04vKVmnXK9EIQzmQyWvrmm9q2Y5c2bNmi+ro6te/dq3RXl8aMHKEpEyYMah0+lLLPeH8MZLzY3z7znP70+RcHLuSDLWj1tfW+S6h6zjlFXAhYNEJzOAjNGNJOPfEEnXriCdq+a5d+9fiT2rx9u+LYaVLTuEG7+vu6Sy7WH15crJ8+8JCk3EVPP/nFg4X7zUx7OzoVmSkRRWoZ4KgblcINeKC3wbFp64FD38VxrHSR/ZynT5taCM1zZp2u2to6XXj27EGvEeXT2FiePulDWTaOFVXIl+YQEJrDQWgGlBtl4+yZp+rx51/S7tZW3X7N1TrxuGMHZd2nnXSipk+bqjUf/0mvvLFKJtOFZ83WvLNnH3IB1Y/vu19TyzgZSymluwZ+Ad5AvPPhh2ptbVNL+4FfQh587Alt2bFTZ06d0uc6Xli2XFLuYro16z6RmRGagT5kGT2jXwjN4SA0A3mXzjlfl845X488/azWrvtEu1pbNXvGKYMyVm4ymdQZM07RGTNOUXNzsy4+v/eZ/WpTKX22abP+2z/8UslkQqeeeKLeXrNWTtKl55+ruWeFE9ha2lq9bXvv3r16evErhdvdXUXS6bR27G6RJLW2t+vH991feMy8s2brkoPaZfSIEdq6c6di59TavkeS9KvHn9DF552n46ccU+qXAYSJ8NcvhOZw8FUQOMgV8+ZIkl55fZUeeuIpLVq6TK+/+542bNla8m3/+29+Q9OnTVVtqkad6S69tWatGurrlUomtXjlG8oMwvBp5TJi2HBv225oaFAq/2VnUlOT/uJb92jFO+/opw88pEw2K0mqSdZoUlOTonwvnGVvvqW/+vtf6H89/OvC+NLfvPUmjR01UidNO07JREKJREIbt27XI08/4+V1ASFwYnKT/iA0h4MzzcBBxo0erevmX6wLzzlLm7dt187dLVq/eYuWv/WOvnvnV5SqGfhoDEfSczKWdDqtVCqldDqtnz7wkH7yiweVqqlRQ12dbrjsEk2ZWLldOZpGj/a27Q2bt+i4SRP18RfrtWnbNkVRpLfeXytJ+uG371UymVRzc7NunT+/8JyfPfSw4jjW3o4OvbR8pZaselPfvu1m/dkdX9EvH32sELaTiYQun3O+h1cFhCGOYy4E7AdCczgIzcBhjBo+XKOG7z9b+sBjT+jjzz4vzIRXDt2jbaRSKX3rtpv17KtL1dLWpt1tbfrHPywsPG78mDH69lduKVtdxdi0fXvZt/k3DzykjoPGhx4/doweeuIPheUbtmzV1GMmH/Lc73/jbkm5vth/90+/1r7OTi1c/LLu/vIN2rJjpxJRpNuvuVrT6JYBHJFzjslN+oHQHA5CM1CkyePHq33vXm/bnzB2rO656UZJUtuePXq6+VU11Ka0p2OfPt2wSWs/XqcZJ53grb6DDWso/9BeBwdmSdq7d5/a9+0r3P5sw8ZeQ3O3VE1SP7j367rvkd/pi81b9JNfPCBJOm/WTAJzFUh3VsakO9UsjmO6Z/QDoTkchGagSMlE5H1EiG7Dhw3TndctKNz+q/vu18tvrKqo0Lx1x+BOFlOMO69boEeefvaAZd2B+Uff/U6/1nX3jdfpd8+9oJoo0vbdu7V+U+n7tKP0mHSj9JxzhOZ+IDSHg9AMHMFnGzfq6eZX1FBXr50tu3XHtdf4LukQ6zdtUhRF2tnS4ruUA2TjbNm3efyUKbrnphv06hurtW3XLmWysZLJhNrzI1/0x7CGBt17840lqBI+7W5r811C9SMw9wuhORyEZuAInnt1mS6dc77qamvVUFenCePG+i7pAPf/9lFt27VbJml4Q2VN2hB7OqM3ecIE3XHd/i83jz//gtYeRWhGdaKvbenFccz73A+E5nAQmoHD6OjsVEt7m06eetygjNU8WD5bv0GLlr6mna2tiuNYZ0w/Uddfeqnvsg6RSpZ2lJFiZWM+iLBfZy/93lECBMCiEZrDUTlJAKgwu1rbFFkks8o5Y7Lm43V64sWXZJLqamt14Tln67wzZvZ7PZlMRul0Wh2dndrb0aF9nZ3as69De/btU0dHp6LIVFdbq9pUrerqatVQW6v6ujrVp2rU0NBQ1JeIbLb83TN609nR6bsEDFAmk8n9zubHKe8eVaYvcRyrK5NRQir8zpZ6yMj+ymQyhbOyPf86c/Cyo/niHsexsnGsOI7lnFPsnFwcKxs7xS63zGS5n2OnTDarbTt3yTm3//HOSXKFDGwmmUUy219bZJGiyArLd+zaPYB3ZOghNIeD0AwcxsRxYzWisVFr163TjBNOUCLhPzxbfiYOJ2lfZ6deWPaaXlj2Wu4+M5lyB14Ovftt2Jq7gK/n7H+SdPzYUYcsC1FkprjHh22hN6mZIjM57Q83Jh3wu5FMJBQ712tYc4XAdOjzDt7WQH/ffLRFNbR9b5KJhJxzhQseE4mEElFUCLuRmaIoUpRfJidZlAu9Y1NJPfHCi5JyvzsWmUwmWT7YOcnJFX43Itv/uxK7WHGcC9j7Ojs1Z9Ysb+9BaAjN4SA0AwdJd3XJOafaVEpnnTZDT77UrI50WufMPM13aZpxwvE6+9RTtHrNv2hYfZ0unXu+Ml1ZZeKs3vxgrXbszp3hGTV8uOadc5aSFqmmJqlEFCmRTGhYXb3qGxr02LPPKUokdPeN1/e7ho6ODmWysSLLBax0Oq0nXmo+ZMbEulSNOtJdg/K6j9Z9j/xO2ThWY0O9Zp0yXZ+s36BN27Zr8vgm1VjuAyqZSGjCuLG689oF6shkpDjOnzmL9OhziwqvK5lIKJPNavL4JpnZAa93wrixun3BVXrs+Re1YctWNY0Zo5pkovAFxmSKogOf070+SfpXt9+Wa6dEUnU1ucNyJpNRZyajrq6MujJdhf/u7ehQa9sete/bq737OvTZxk0ySVMmTlAmm5HJlMlmFbtYI4Y1Kooite/bq6QlVFtbo2SyRmbSsPp6ffCnddq5u0WNDfWaefJJWrvuE+3Zu69Q16jhwxWZaXdbm0YOb1RkkVrb25TJxhozaqRqEgltyY+SMmbUSF1y3rl67c235Vysay+5SM++ulSbtm1X05jRiqKEtvQYu3tS0zjdcuXlisy0cuVKpROpwhecZCKhCWPHKEok9MWmzZKkYydNPKrf14P9+L77NbyhQSMah+n2a64unMHt6EzrsedfkItj3Xz1lUqa6dFFL2jL9h2F92NS0zjdeNmlevKlZmWdU8KkTdv2v6bxY0br2vkXa9GS1xS7WIkoKrT5pKZxun3BVXp00QvasGWrJo9v0l03XHfIGeR0Oq0oig5Ynslk9PCTCwvhauuOnYWauk0YO1at7e26+8brNWrE8EIw7o/m5mbd1mPCH5QHoTkchGagh6Wr39Qrr6/SxHFj9fUv36C31/6LTp56nE467jjfpRVcffFFeu/jddqzr0NnTJ9eWH7eGacXvY5v3Pzlo95+XV3dIbe/cdOho0wsXPyy3v3wo6PezkD99o/PaWdLiy4+5yxdeO45kqRLzj+vcH9zc7N+dNNNBzzn4D/79/a6jqS/j//xfferLpXSuNGjDrkvmUyqrpfnDKaL8u9Lt8vmzhnwOmeccHzh53tvuekIj9wviiJ9o4wjlZwx/SRdctCsjo3J5CHtd7j2vPeWI+8/9xzhtfT1O9Jb15NkMlnUe/m/Hv5npVI1FXUNBvpGaA4HexaQt2PXbq185z1989abtOSN1Xrk6We1dcdOffW6a9VQX+r4cmTNK1bq48/X66KzZ+v5ZcuV7upSXW2t15r65nfYqU83bNCw+rpCYK5U04+f6ruEISdRIRepDjbnxPjIASI0h4PQDOS17mlXY0ODJowdqxsum6+16z7RaSedoPo6v+G0fc8evfbWO5Kkx154SZGZRjQO0y1XXOa1rr7U1foNJtk41qgRI7zWUIx16zf4LmHISUQES1QOQnM4CM1AXtPoMcpms1r1/gc69/SZOnPGKb5LkiTtbm2XJE1uGqdbrrpCwxsbPVdUnK4uf6NndE93PnpkZYdmM2lvjym+UR7VHE3IXeEhNIfD/3AAQIXoymZUU5NUXZHDWZXLxKbchCobt23XsAqbwORIUil/Z5r/6cmFkqTL5wy8j24p8RlZflEU6f2P/uS7jJKI45iz6AEiNIeDM81A3vsf/Ulbd+xUQ32971IK1m/crH98KhcA77n5xqBm2aot85ePTCajOI71py/Wa2dLq4bV16mhoXLa8rD4nCyrOI7V1eV3VJdSiZ2TBXSMQA6hORyEZiDvgtmz9C/rPtH2Xbt0wrFTfJejv3ngIXWk04oi0/fu+qoaAjrLLEnl/Oxe/f4aPbdkaeF2MpHo90gWvhByyi+ZSPguoSRy4y4TvEJDaA4HoRnISyQSSmcymnrMZN+l6NFnF6kjndZ5Z5yui887V6ma8HbV0cPL05/4840b9dySpUpEkebMOkMXnnNWUENujQykj3o1yfaYzKW60DUjRITmcITzyQKUwbD6Oq1+7wMtuPhLZR26afuuXXps0Yvq6OxUIorUumePhg8bpivmzS1bDYOtrUwXuHVfSHfZ3Dk69yimFPftkvMqe0i8anTx+bznqByE5nDwd0Ggh9uuvkpfbN6sNX9aV9bt/vNTf9SO3buV7urSnn37NLyhQX92+61lrWGwdXaWp9/ojBNPVF1tSs/npxMPje8xwIcaM9OK/BCOQCVgbO1wcKYZ6KGhvk6Xzjlfzy1ZplEjRmjy+KaSbu+hPzylLdu3K5PJ6pjx48s6K1qpDS/jBZWTmsbrk/Xry7a9wVRTpRNtVCrn3CFTUFcPzlSGjDPNlY8zzcBBTp42VcdOmqjmFStLvq0Nm7cok8lq7KiR+toN15Z8e+XUOHxYWbazY9cufbJ+fbBna555ZYnvEoacq790oe8SSsI55a8GREjonhEOQjNwEOec1q5bp7NOO7Xk2+ruszxx7NigLl4rRk2ytCMUtLa36+EnF+rvf/t7RVGke266oaTbKxXnqvWitMpVzbmyil9a1eoeSpTQXPmq61MaGARmpnNmztQzryxRbSpVkuHntmzbrkeeea5wEVt7R8egb6OaPfjYE9q0bbskacLYMfrGTTcG+6Uj1DPkIXvxtRX65q03+y5j0DnnqvsbQZXqPgbEVTuqS/UI81MGKLEr5s3V9GlT9fjzL2re2bN13hmnD9q6t+/apV8+9oTMTFOPmaR5Z52tacdMGrT1V4pNW7aVbt3btiuVTOrPv31vybZRLpxcKr/tu3b7LqEknHMyzjUHh+4Z4SA0A4dx3ORJuvqiC/XU4made/rMAZ8RXPXe+3rxteU6bvRIHT/lGN1+zdVBzfDXX6kSzwgYV8kHTMS0x2VXrRcCOuf4fQoQoTkchGbgCFa/v0aZTFaPLXrhkPs+/PQzmZka6upkkmI5nTvzNF14ztm9rmvR0teUiCKNGTlSV115ZYkr969tb3tJ1pvJZCRJJ009riTrLze6Z5Tf+DGjfZdQErFz/D4FiNAcDkIzcAQ3XjZfm7ZtO+Ss5p8+/0JmptpUjTrT6Xxoll55Y7VeXfWmmkaP1j03H9rP9pYrL9f6Tz8pW/0+ZbpKczav+z3dsHlzSdZfbndeu8B3CUPOZRfM8V1CSURm9IsNEKE5HIRm4AgahzXo5GFTD1i2d98+PbboBd161RWafvy0A+5b/f4avf7uu9q6c6d+8osHVZNMysyU7spN9DFtyjFDJjSnaks3/nBkpky2OsLBb/74rO655SbfZQwpXV3lmXin3DjLHCZCczgIzUA/NdTX64Rjp6ijM33IfWfPPFVnzzxV6XRajz3/krZs365UTY2mHTNZV190YbAjPByVEmXaZ15Zqtg5XT73/NJsoEzS6dzvT2Io/U5UADPTklVvavrxx/suBZBEaA4JR2vgKJw54xS9sGy5Zs2Y3uv9qVRKd143tP/s3pXNDPo6d7e16a01a9TY0KAzZpwy6Osvp+6LQOMqvSitUlXzjICOPs1BIjSHo3ov3QdKoPugtn7zFh07aaLnaipbogRX8S98qVmSdM9N4U83XuibvbV0Q/Ohd8RKVBJCczg40wwUaceu3frHJ59SJpOVk9P/8bWv+i6pokU2+DMCbti6TSZpxPDGQV83hhJiMyoHoTkchGagCC1tbfrFo4/p4vPO1exTZ0iS6mpLOw5x6Orr6wd1fb95+hnFcayrL7pwUNeLoefyC+f6LqEknJjcJESE5nAQmoEiZLJZJZNJzZ09y3cpwegeT3kwrHz3Pa1bv0Gpmhqdfdqpg7ZeDE0NdYP7ha5ikLmCRGgOB32agSKkuzJK1ZRuCLVqNKJx8LpQvLxipSTp+9+4a9DWiaGrrb00E+/45iR6ngSI0BwOQjNQhE/Wr9fJVTIDXbmMaBw2KOv58JNPlcnGmnfmrKE1ZB9K5pU3VvkuoWTIzOEhNIeD0AwUYURjo3a1tvkuIyijhg8flPU88+pSmZkuCXxcZlSOrTt2+i4BKCA0h4PQDBRhxvHT9OmGDYPaT7fadXR2SNo/iUd/xXGsf/jNo9q7b58SicEfiQNDV7JKf59MErkrPITmcPC3TqAI6a6MIjO6B/TD7ny/0VSq/6OMvLlmjZatfkut7Xs0ZsQI1dfVDXZ5GMKqdXIThInQHA4SAFCEPfv2KRvHem7JMl05b25hNjccXn1t7VE9b/nb72rx8hWScl08vvvV2wezrIpTwxexshs7cqTvEoACQnM4OFoDRWgaM1rf+/rX9A+//b1mn3qKJowd67ukipdOdx3V8xYvX6FUTY3+/Fv3DHJFlWnc6FG+SxhyLqvScZrNTLGLfZeBfiI0h4PTZUCRVrz9roYPa9C4UYScYmzYskVSrm9yfx03hKYov+WqK3yXMOTUVGufZjP6NAeI0BwOQjNQhE3btmvlO+/q1quv5KK0ImXj/n0AvPzGKv34vvslSVFi6ByannjhJd8lDDmLl6/0XULJGGPOBYfQHA66ZwBFGD9mtBrquRitP0aNzA05V0z/70wmo2Wr3lSqJqnr51+sU044odTlVYwNW7b6LmHIyWarswsDoStMhOZwEJqBImzevkNx7NTAKA5FG9aP92r52+9Ikr7/jbsZoQQld/F55/ouoWSMU83BITSHY+j8DRQYgIa6OplJXV2M0zzY1n3+uZa8sVrGkH4okziuziHnnJyMOQGDQ2gOB59QQBFGjxyhcaNHa+vOnWoc1uC7nCCMGZm7YDKTyRw2DC9Z/aZefX2VIjPddcO15SyvYkxqGue7hCHnaMYOB0qF0BwOzjQDRRo7apQ2b9/uu4xgbNiyWZIOG5gzmYxefX2VapJJfe/ur2rKpEnlLK9y8DlZdlyfgEpCaA4HoRko0nGTJmrzNkJzseI+/kz8wO+fkCT9269/TQ0NQ/fsfcwHZdk9+8pS3yUABYTmcNA9AyiCc04fffY50+/2g8uPz/zq66sUx1nVpFJysVMcx+pIp7V9927V1abUvm+ftG+fpNyHh8kkO/wHSPf9B0dyp/xzXPft/c8/YF0ud18mm9X2XbsOXG/uhz5eWI++o4XHWmGor+719Nz+wRdnWY/HO+fU0tYm53LDhe3/AO1+VQcX5Q74KY7jwti8iUSkqLCt3DYK71f+vd2/DSusy+U3HpkVtm8yOTk55wq1db+W7vuiKMrfv//9iONYkUWKouiA4c8K662AC9U2bq3SEUvIXEEiNIeD0Az0wTmn55e+ppa2dn1lwZW+ywnGhLG5vrpLVr952MfUJJP6zR+fy99yhdDrpP2Brwen/ff3pmdIzC8p/P8BYc2ksamkHlv0Qn69hQ0UJ583u8Ozcz0icvcHX2F7hxace3xu4fbdu/XwkwsPCKmFui23oUNW2eN9iaL9XzSy2VjOxYWQ69z+bXX/XNi+c/n1WSE+dy/vfoysO+Dv317sYsnlasvGcS5E78/f+Qk2nLJxnN+GHRAGfvidbyrpaazzR59d5GW75bB4+UplstmihnhEZSE0h4PQDBzB3o4OPfH8i9rX2albrrpCDfX1vksKxqTx4/Sj736n1/teeX2VzEwXnXt2mavar7m5WbfNn+9t+0PRX/39L3qcCS+/jVu3qb6uriqnLt+4datuu/pKJYbQxEDVgtAcDvYu4AieX/qaPtu4SZObmvTWmrXas3ev75Kqgh2h+wWqU/dZbJ9nQqPIVJNM6O4br/dWQymlamp8l4Cj0L1PcEysfIRm4AjOnHGKrpg3V2NHj9befR165OlnObANCv/9WlFelbDf5HqcVOfvnpPYrQLVfaY5jqtzpspqQvcM4AimHTNZ046ZLCk33fHDHy1UR2en6pkZcECiyJTJcFHlUBI7p4Tn/rad6bTqqnSM5shMLvb/xQT9R/eMcBCagSKsXfeJ/vjyq7rpissIzIMgd3GY7ypQTtlsVglPFwB2c85JUXWejo2dk1Xpa6t2hOZwEJqBIixc/LLuvG6Bpkyc6LuUqnDwiAqofrmh6PyGOjNTlr9woMIQmsNBn2agCGammD99DpruYdowdMRx7H04tJpksmpHlzCJcZoDRWgOR3UePYBBNnf2LL21Zq3vMqqGGTPhDTVd2exhp1Qvl2Qiociq82PPLCJ0BYrQHI7qPHoAg6ytfY860mnfZVQNPuCHHhc7RZ773I4cMVz7Oju91lAqZgfOQolwEJrD0WdoNrM6M1tpZm+b2ftm9p/zyy8zs9Vm9p6Z/crMkvnlkZk9ZGbLzGxmftl8M3NmdkOP9S40s/klel3AoHHO6c01a3XFvLm+S6kajNMMX9JdXb5LKCEuBAwRoTkcxZxp7pR0mXPuTEmzJS0ws3mSfiXpTufc6ZI+k3RP/vFXSVoh6WZJf95jPesl/cfBKhwol65MRlJuFrvq/sAtHzPjnBgAiNAckj5Ds8tpz9+syf/LSup0zn2YX/68pFvzPyckxfl/Pb/2vi2pxcyuHIzCgXJJ1dToB/d+XW179ui9Dz+Sc06t7e0E6AHgQsAhynOTb92xw/sIHqXinOM8c6AIzeGwYhrJ74w6TwAAGE5JREFUzBKSVkk6SdLfSvoPkj6VdKtz7g0z+5lyZ6PPyHfTeFjSVEl/5px7N98N4y8k/bWk/9c5d4mZLZT0351zzb1szy1evHgwXh96aG9vV2Njo+8ygpXu6tLOlpbcCABOhSmBG+rqVFdXW/TEDbSDtLejQ5lMRiM8vg+0Q3lls1ntbGlV05jRh9xXrrbYtnOX4jjWhHFjS76tctvZ0qLGhoYBTaXNPuFHJpPR22+/rZqaGs2aNYt28ODSSy+Vc67P751FXcrsnMtKmm1moyQ9LmmmpDsl/Y2Z1UpaJCmTf2wmf19v63nVzGRmF/W1zfnz5xdTGvqhubmZ93WAPt2wUfW1tWoaM1qdXV1qbW/Xirff1cqPPtYP7v266mtr+1wH7SC9tWatNm7dpvmX9HkoKBnaobx27G7R7555Tl/p5T0vV1v87KGHtXdfh+647da+HxyYf3rqaZ1z2kxNzc9gejTYJ/zYvHmzrrzySo0fP15btmyhHSpYv8b/cc7tNrNmSQucc/9d0kWSZGZXSZpe5Gr+q3J9mzP92TZQCab1+ECqr61VfW2tbrxsvrq6uvTuv3yk82ed7q+4gDC5ydATRabYxV5ryGSzhT+FVx32p2DRPSMcxYye0ZQ/wywzq5d0haS1ZjY+v6xW0l9K+v+K2aBzbpGk0ZLOPNqigUqS7urS1h07NW70KN+lBIM+zUOPVUKPW6cBdV+oZM6per8QVDlCcziK6YQ5SdJiM3tH0uuSnnfOLZT0QzNbI+kdSU85517qx3b/q6Qp/a4WqECfrN+gYQ31OuFYfqWLZZExuclQY/5Phpqqd1A2xmgOF6E5HH12z3DOvSPprF6W/1DSD4vZSP5iv+Yet59U9R67MMTUJJPa3dqmNz9Yo4a6Oo0cPlzjx47Ri6+t0PotWzR6xAhlslldfsEcjR4xwne5FYHuGUNPbhptz4d9q+4va5xpDhOhORx+5zQFqsDUyZN04dln6YvNW9Ta3q6dLS3as3efpk6epMvmnq/W9j3a3dqmBx/7gxZcdKHvcisCoXnoyWazSib8fuSYSXFcnb937E/hIjSHg9AMDFAikdA5p5+mc3SapNyBb/uuXRo1YoRqkvt3sZOnHqffPbtIJ44bo3VfrNcxE8arNpXyVbZXkZni2O9FYSivbDZWIlHcsIylkoiiqg3NEmeaQ0VoDoffIxhQhcxMTWPGHBCYJWli0zjddeN12tvRoZeWr9Df/tMj+vCTT/0U6VkURVX9Z3IcKpPNFj2WeSnxZQ2VhtAcDv9HMGAIGTNypMaNHqXvfOVWzTplun6/6IUheaCMzOQIL0NKJptVMpHwWkMikeRqGlQcQnM4CM2ABztbWvTGe+/rqi/N076OTqW7upTJZn2XVT5mXOs/xGSz2Vxo9Sgy8z6VN3AwQnM46NMMeDC8YZiGD2vQKyvf0OLlK5XJZjWysVF3XLdAY0aO9F1eyXEh4NCTjf33abYq7kvP/hQuQnM4CM2ABzU1Sf3rO++QlJ8pLXZasmqV7nvkd/rRd7/jubrSc3HMRUtDTPuevfr4s8/13/7hl5LlpjoxM5mZpoxo1P944CE553IXiTqnRCIhycnMFFkkJ6dEFCmKIkVmGjVihFra2yVJE8eOVSqV0hebNysZRRrR2Kh0V5c6011KJkxxLMXOqXXPHq/vQSnFzvkf0g9HhdAcDkIz4EnPs27ZOKP1W7ZqxgnHe6yofNJdXVU7Mxt6l0wmVJNMKpWqkVwuIDjlhoEzs9zFoXGcmwQldorjWHEc5x7jnGLnDggXu1rb5PLLdu1uKVxYGplpy/YdhV4YZrlZVbpvHz/lmHK/9LLIvRf0uAwRoTkchGagAqx4+x11dqZ1+zVX+y6lLLqDDIaO2lRK046ZrNsWXHXIfc3Nzbr91ls8VFVFHNc4horQHA6+lgIVoLGhQTJ5H10AKJWIiz9LypGag0VoDgehGagAp5xwvKIo0rOvLBkyB86h8SpxgCHyu+2LkZqDRGgOB6EZqAANdXX66nXXaMfuFv3hxcXqymR8l1RSXAQ49BgT2gC9IjSHg9AMVIjaVEp3XLtAbXv26MXXlvsup6R6XtSFoYGp04HeEZrDQWgGKkhNTVKTmprUlanuiU4Ycm7o6R5KDsCBCM3hIDQDFWT1B2u0+v0PdM7M03yXUlJxfjxeDB2JRELZoTTrJVAkQnM4CM1AhVi/eYuee3Wpvnr9tZo8vsl3OcCg4jsS0DtCczgYpxmoAG9+sFbPvrpE8+ecp2MnTfRdTskZw48NQUydDvSG0BwOzjQDFaCxoV4Tx43TBbPP9F1K+fABMaQkEhEXAgK9IDSHg9AMVIAdu3ervq7WdxllY2Kc5qEmEUXKEppLhx0qWFwUHQ5CM+BZNpvV4hWva/apM3yXUjZRxFnHoSaRSCjDhYAlEztGpAlVz3bjbHNlIzQDniUSCU0YO1aJaGjtjny8Dy250TP4olQqzjlFEXtV6AjNlW1ofUoDFWhXS6u27NihkcMbfZdSNs45hlMYYmoSCWWy1T3TpU9OTKMdMvo1h4HRMwCPtmzfod/88Vl96Zyz1TRmjO9yysaJfnxDTTKZVKbKJ+0BjpZZbnQZQnNlIzQDnnR0duqXv39c06dN1aSmcfr4s88VO6c4juWcU7qrS53ptFI1KUWRFUJmHMe5f70cYHM38+ecrOft7vtzP3c/t/tfHDs5FyuOXa/rzT0nVldXRnEcK5vNKhPHcnEsl19v7Fz+PFfvYdhsf1Bu37tX40aPHsjbh8B0hwKUCG9t0DjTHAZCM+BJNo513ORJysaxVr3/gcxMiSiSmSkyU01NjVI1NcpkWgphWmZKRCazSJGZLLI+/yR78Bnd7vBqlnuuRabIIiUSSUWW336UCzg9n2tmqkkmFUWRkomEEolEYVY/i3L19HXA73kmhdA8tGSy2SHXb79cXl75una3tSmVqvFdCo4SoTkMhGbAk2H19brrhut8lwGURVdXF6GuRHa1tOr6Sy/R8GHDfJeCo0RoDgNf+wEAJZeNY0WcaS6J2LnCX30QJkJzGDiCAQBKzsWO0FxCXFgbNkJzGDiCAQBKLhvTpxk4HEJzGDiCAQBKLhvHhGbgMAjNYeAIBgAoOSa0KR2CVvgIzWEgNAMASs45ZqwrlZiz+MEjNIeBvQwAUHIHj/uNwRPz3gaP0BwGQjMAoCzIdaWR6/nCmxsyQnMYCM0AgJIzM8UEgpJw4kxz6AjNYSA0AwBKzoxAABwOoTkMhGYAQMnFMbPWlYrJCFuBIzSHgdAMACgTQnMp8F0kfITmMBCaAQAIHFErbITmMBCaAQAImBndM0LHhZxhSPouAABQ/cxMG7duVfOK1+XkFMdOzuX+dezZo0VLlikbx3IuVq4bRy4EmkwWmSKLCsGiNpWSmcnswLBhMuX+Z3Lav/7cGNGRoshyj3dS7GLFcf6fy9XT83ytmen8WWcomUjIzJSIogPXkdfS1q7Fy1f0OlZyrsb8v9yCwitzzimO48O+VweL41iZTEbZfM3ZOFY2GysbZ7W7tU3nzDztKFoFlYYvP5WN0AwAKLmmMaN1+QVzlMlkJZOifACVpK7WFo0eOUKJREKRmXrOuO2cy4fauBAoOjrTheXKL+vOGq5H8I1yqVomUxxnlck4xS6W2f4QnkwmCz/3zKovv75Kq977QIlEpDg+tIZceI6UzWbV2NCgKy+8oBDQuzlJLo4LIbn79XQH6cj2B/DCsw4TmqIoUjKRKLxHiURCURQpkcgtHzNy5FG2DCoB3TPCQGgGAJRcqqZG5886o9f7mnfu0HlnnF7mio5szpmzel3e8+x1nP9vIkookaC3I44eoTkMhGYAAIpkPc4OJzzXgupBaA4DX40BAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8iqJcHCM0VzZCMwAAgEfdZ5rjOPZcCY6E0AwAAOAR3TPCQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMPQZms2szsxWmtnbZva+mf3n/PLLzWy1mb1lZkvM7KT88kYze9LMXjKzyfll95pZbGazeqz3PTObVpqXBQAAEAZCcxiKOdPcKeky59yZkmZLWmBmcyX9b0l3OedmS/pnSf93/vF3S7pP0vcl/dse61kv6T8OVuEAAADVgNAchj5Ds8tpz9+syf9z+X8j8stHStqY/zkhKc7/sx6rWihpppmdMgh1AwAAVAVCcxismAYys4SkVZJOkvS3zrm/NLOLJD0haZ+kVklznXOtZjZK0q8l1Un6unNuvZndK+lcSSslXe6cu8fM3pN0vXPu01625xYvXjwoLxD7tbe3q7Gx0XcZQx7tUBloh8pBW1QG2sGfjz76SK2trTr55JMVRRHtUGaXXnqpnHPW1+OKCs2FB+cC8eOSvifpv0j6a+fcCjP7oaRTnHPfOczz7lUuNP9A0vuSFkh6SkcIzXzbGnzNzc2aP3++7zKGPNqhMtAOlYO2qAy0gz/XXnutnnnmGS1cuFDDhg2jHcrMzIoKzf0aPcM5t1tSs6RrJJ3pnFuRv+s3kuYV8fyMpJ9K+sv+bBcAAKBa0T0jDMWMntGUP8MsM6uXdIWkNZJGmtn0/MOuzC8rxoP5dTT1u1oAAIAqQ2gOQ7KIx0yS9Kt8v+ZI0m+dcwvN7F9J+r2ZxZJ2SfpWMRt0zqXN7OeSfna0RQMAAFQLQnMY+gzNzrl3JJ3Vy/LHlevf3Cfn3IPKnWHuvv1zST8vtkgAAIBqRWgOAzMCAgAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeNQdmlHZCM0AAAAVgDPNlY3QDAAA4BHdM8JAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeBRFuThGaK5shGYAAACPus80x3HsuRIcCaEZAADAI7pnhIHQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h8EqsYHMrPKKAgAAQDX6zDk3ra8HVWRoBgAAACoJ3TMAAACAPhCaAQAAgD4QmgEAAIA+EJoDYma/NLOtZvZej2VjzOx5M/so/9/R+eU/NLO38v/eM7OsmY3J33enma02sx/kb3/fzP5nj3XeZ2Yv9Lj9PTP7efleaWXrTzvk75ufb4f3zezlHstphwHq5z4x38xaeuwX/6nHc2iLAejvPpG//7z8cem2Hsv+Xb4d7sjf/pvuNsnffs7M7u9x+6dm9u9L++rC0c/94ctm9k5+X3jDzL7U4zm0wwD0sx3uyrfDO2a2zMzO7PEcjksVhtAclgclLTho2X+Q9KJz7mRJL+Zvyzn3E+fcbOfcbEk/kvSyc25n/jl3SjpP0lwza5S0TNK8HuucLWmkmSXyt+dJWlqC1xOqB1VkO5jZKEl/J+lG59xMSV/p8RzaYeAeVJFtkfdq937hnPsvPZbTFgPzoPrRDvn38a8lPddjWaNybXC+pK/lFxfawcwiSeMkzeyxDdrhQA+q+HZ4UdKZ+c+Ib0m6X6IdBsmDKr4dPpF0iXNulqT/R9Lf93gOx6UKQ2gOiHPuFUk7D1r8ZUm/yv/8K0k39fLUr0r6dY/b1r3K/M9vSppuZvVmNlLSXklvSToj/7h5yu2sUL/b4WuSHnPOfZ5/7tYez6EdBmgA+8TBaIsBOIp2+J6k30s63P7Qban2h4SZkt6T1GZmo82sVtKpyrUV1L92cM61u/3DZw3T/veddhigfrbDMufcrvzy5ZKm9HgOx6UKk/RdAAZsgnNukyQ55zaZ2fied5pZg3LfeP/PHosfk/SGpIedc235x72l3DfaekkrJH0kaZ6ZbVVuaMIvSv5Kwna4dpguqcbMmiUNl/Qz59xD+ftoh9I40j5xgZm9LWmjpL9wzr2fX05bDL5e28HMjpF0s6TLlHt/lX9Mm5m9q1w7/CS/bKOZZczsOOUCwWuSjpF0gaQWSe8459JlfE0hOuz+YGY3S/qxpPGSrss/hnYojSN+Vud9W9IzPW5zXKowhObqd4OkpT26Zsg59yvt/8bbrftMQr1yB8SPJP1fkraJb64DkZR0jqTLlX9vzWy5c+5D2qHsVkua6pxrN7NrJT0h6WSJfaLM/qekv3TOZc3sgDuccz9WLsT11N0O8yT9D+XC2jzlwhrtMADOucclPW5mFyvXNeCK/HLaoczM7FLlQnOhbznHpcpD94zwbTGzSZKU/+/Wg+6/Uwd2zTic7r5SFyi3I66RdJroI1Wsw7XDeknPOuf2OOe2S3pF0pmHWYdEOwyGXtvCOdfqnGvP//xH5f4CMO4I66EtBuZw+8S5kh4xs08l3Sbp78zsSF1outvhDOW6BSxXrk1oh+L09RnR3Z3gxCL3B9rh6By2HcxslnJ9yr/snNvRx3o4LnlEaA7fk5Luyf98j6Q/dN+R7/N0Sc9lR7BM0lxJTc65rfm+btuU64fFt9e+Ha4d/iDpIjNL5rvKzFHuIHc4tMPA9doWZjbR8qc2zex85Y5/R/qAoi0Gptd2cM4d75yblp+y9lFJ/8Y598QR1rNU0vWSdjrnsvm/mo3S/tCAIzvc/nBSj/3hbEkpHXl/oB0G5nDtcJxy3TC+7pz7sIj1cFzyiNAcEDP7tXIHp1PMbL2ZfVvSX0m60sw+knRl/na3myUtcs7t6Wvd+QsRtkl6v8fi15Tr6/b2IL2EqtCfdnDOrZH0rKR3JK2UdL9z7r3e10w79Fc/94nbJL2X79P8c0l39rgQ6hC0RfGO4tjUH+8qN1rD8oOWteT/eoO8frbDrcrtD29J+ltJdxxpfxDtULR+tsN/kjRWub+4vGVmbxxp3RyX/LIj7yMAAAAAONMMAAAA9IHQDAAAAPSB0AwAAAD0gdAMAAAA9IHQDAAAAPSB0AwAAAD0gdAMAAAA9IHQDAAAAPTh/welO/a7rEi7JQAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Define a WFO ID for location\n", "# tie this ID to the mapdata.county column \"cwa\" for filtering\n", "request.setLocationNames('BOU')\n", "request.addIdentifier('cwa', 'BOU')\n", "\n", "# enable location filtering (inLocation)\n", "# locationField is tied to the above cwa definition (BOU)\n", "request.addIdentifier('geomField', 'the_geom')\n", "request.addIdentifier('inLocation', 'true')\n", "request.addIdentifier('locationField', 'cwa')\n", "\n", "# This is essentially the same as \"'\"select count(*) from mapdata.cwa where cwa='BOU';\" (=1)\n", "\n", "# Get response and create dict of county geometries\n", "response = DataAccessLayer.getGeometryData(request, [])\n", "counties = np.array([])\n", "for ob in response:\n", " counties = np.append(counties,ob.getGeometry())\n", "print(\"Using \" + str(len(counties)) + \" county MultiPolygons\")\n", "\n", "\n", "%matplotlib inline\n", "# All WFO counties merged to a single Polygon\n", "merged_counties = cascaded_union(counties)\n", "envelope = merged_counties.buffer(2)\n", "boundaries=[merged_counties]\n", "\n", "# Get bounds of this merged Polygon to use as buffered map extent\n", "bounds = merged_counties.bounds\n", "bbox=[bounds[0]-1,bounds[2]+1,bounds[1]-1.5,bounds[3]+1.5]\n", "\n", "\n", "fig, ax = make_map(bbox=bbox)\n", "# Plot political/state boundaries handled by Cartopy\n", "political_boundaries = NaturalEarthFeature(category='cultural',\n", " name='admin_0_boundary_lines_land',\n", " scale='50m', facecolor='none')\n", "states = NaturalEarthFeature(category='cultural',\n", " name='admin_1_states_provinces_lines',\n", " scale='50m', facecolor='none')\n", "ax.add_feature(political_boundaries, linestyle='-', edgecolor='black')\n", "ax.add_feature(states, linestyle='-', edgecolor='black',linewidth=2)\n", "\n", "# Plot CWA counties\n", "for i, geom in enumerate(counties):\n", " cbounds = Polygon(geom)\n", " intersection = cbounds.intersection\n", " geoms = (intersection(geom)\n", " for geom in counties\n", " if cbounds.intersects(geom))\n", " shape_feature = ShapelyFeature(geoms,ccrs.PlateCarree(), \n", " facecolor='none', linestyle=\"-\",edgecolor='#86989B')\n", " ax.add_feature(shape_feature)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create a merged CWA with cascaded_union" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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9Lc+VokJo7lh3BTXedaelm0+0K5Di8SH+fla0+Gsef95ad/dpRSixrhgJ3S9k7P2e8GS1fIbir2fbbUa7JolWy7XSuutL4vsDov1uNInv59hhcqlH4l2zhOaKritNCKFg+RcbMGXaucd8r0tTjz+vnYk/LwldnKQ0o5/phGNdbd6LQPSxNH92E95/oUATnnj+eXzjlptjNTQ/twndumLdvJq7z0TvpLmG6N+KOwdCc0f3TYGG6L4mqfiWz45I+NwlLxN9vYSqRbv/QEafS8jYeyjWbcA0o7W2eozNn/Poc598H8uWf4TzLpsR7aYizehzlHT/id0qRLybkFC0Y3dvSHqC2+uOkfw6PPzoP9C//yDcOOtyCKFAuL0t+/R2uy8lry8Su2HEXo/4Prm9bhgddIdKeszx/Tji20x8LlvuXyR030HsOZJo3WVv1yNzUbviZQDA3v6X4/6/vYFf/vKXmDNnDsrLyzF16tQOaiK7dBqapZQPAHgASGoxPt7ADCnlYiHE/wAYcLzboNRr2r026fLIn78Nxe3tfMVYoBXdzzBpawCA1//xGALFpbjlyis6Xb4z28vLMei64/4IUQ/ZXF6Okqk3JF131HgNBysqcONVd9lUVXYS6la4iwfaXcYx1dfUoimvFJ7S4T2yPaGqUFzFPbKtHiUUqLmFtpYQ9hRAd3mhenPj1wmX28aKUkPx5Ha+EKWd4+5xLoT4rhBiP4BBANYJIR7rxuoPxtajNOUdcHL8b9/wicgbfY6N1djPrWk4WHHMHkiUISJGhwfAKEvVN/rtLiGrmCbPfqH01K3QLKUsb+7PLKX8o5RykJRSk1IOkFIes2kmcb3Y5dellKK9/syUHgonXR7/u2nn5wge/NLGauxnmCZUnpya8XJzcuwugdKQ1+Wyu4SsIYTgUGyUtji2CbWr72X3JvX92njvydj18Fxs/PYY1MT6YWUTKSU0NYP6nFC7gqGQ3SVQGnJlYPeAdCUEYGbw2MxxCf2g+RPBORiaqV2Ky40h3/hH0nXVH8xH8MAW7PztbNSuXnSMNTPTuJEnoTEYxF8WPGd3KZRCtQ08DE9teT0MzVaREjA6Okk8UySevGhjGdQ9DM10TH2n3w3fSe2MIgBgxy9noWH9UhyY/zMc+fcjiNS0Hg0is1w+7QKcN3kS6v2NePipZ6Dr7PuaiQrz86Cp3C1SMr/f3jGVs4lL0+DzduGkc6dL6ILClmbn6OrkJpSlRj24DIdf/hUCezegduXCpA/6tp9fGP97/xPfx+Cv/wWFky6Hp99QO0pNuXMnTYDX7cKSjz/BQ088jVFlZZh14QXQNH6MMoXPm4MjRpXdZVCa8bjZp9kqihA4UlVtdxmplzAsHVuanYNNKtQhxe3FgJt+gRE/eRmTXjHhGzHpmMvue/RebLinDIcX/hYAoDfWYt8TP8SOX1+D6uUvWFVySk0ePw5zr54Fn9eLLbt24ZGn59tdEhGlGM9nsE5E12FwFBtKUwzN1C2Dv/owhNZx/74D836C2tWLsPkHX8HRf/8BtStfxa7fz8mYEwgHlZTgu7fdguumX4SwrmP7nr12l0REKVTbmH5TS2csIZCX47O7ipQTiaMxcbQQx+BxZeqWvLHn4pS/bEP9msVw9SpF4cSZqFnxEnb9fk7Scjt+OavNurv+cAvc/cqQ20FrtZMMKikFAFTV1eIkDLG5GuoJNXV1dpdAacjQI50vRD3CpapwZ8MQf+0MYcqh9tIfW5qp2zz9hqLv9LtRdPosCFVF73NvxKlPHILiK+hwPRkJYesD5yKwZ4NFlaaWGTt94/0Vq/DkywsRDodtrohOVMTQoXA8bmolzNBsGd0wEMiGoR8TArLgPscxGJqpR7h6lWL4fS8g75QL4C4ZhtyTz0SfS+7GSf/5BvrP+UV8ORkJYuvPzkPo6G77iu0heT4f7r5hNooLC3G4sgp/XfC83SXRCZKmhM/HCU4oWWFent0lZI3ioiLohmF3GUTtYvcM6jGFE2egcOKMttdPmgnVm4f9T90HADAaa1Hz0YsoveZHVpfY4/r0KsLX51yPh59+BoFgCPsPHcKg/v3tLouOU6/CAlTW1NpdBqUZ3ciCcYPTRG1DQ1YM6Sk55JwjsaWZLOEdPDbpsquwn02VpMa3b7kJihB45vU3sGrNWrvLoRMQYjcbakVRePjcKoZhwOPmZDKUnhiayRJmKHlygD1//wYqFv/Tpmp6nqZp+NFdd8LrduO9lavx1wXP8aQyB6praICqcLdIyVxaFpyYli6EyJKW1+x4lJmG3w5kifxTpsLVZ3D8sowEsffRbyFcdcDGqnqWoij4wZ23YcKY0ajzN+Lvz7+Izzdvsbss6oZwROdkNdQWRzWwjBBZMtmHmdDlhycCOgZDM1lCKyjGmN+sROm1P2250tDh37TMvqJSZMb55+KBe+6C1+3GO8uWw+/3210SdVFhQT5Mk/1XKZnCow/Wkdk79Fq2Pm4n4Z6ALOPq3R/95/wCWkHf+HVC89hYUWp9Z+7NAIDXl35gcyXUVR6XG5EsOAmJuocNgdTjFE6j7UQMzWQZvb4SG78zBnp9Rfw6La+XjRWllqZpKMjNxZ6Dh/DCm2/bXQ4RHSeVXXYsI5AdvX2FSAzN2fCIMwNDM1kiXLkfm++fjPCRnfHrCiddjryx59tYVerdM+d6FOTlYee+/TwxkMih2BJoHSmypJsCD184EkMzWWLvo/ciXLEnfjl/3DSMeOA1CFW1sarU0zQN99w4GwCwcMn7NldDRMfDzZZmyyhCcFZOSlvcE5AlQoe3J10e+d+LMz4wN9M0DQU+H45UVaGqlq3N6SwS4XTJ1JaZBQ2f6UJKibCh49P1G5Dry0F+bm7S7Q1NTfA3NsGXk4M8Xw5q6uoR0XUIAG63GwKACUBIE4ZpQgglGsQVAUUoMEwzNi26gJASxUW9oLlU1NTVozA/H6qioL6hAb16FcXvMxKOIBwJQwgBXZeAkPB6PMjxtj0np7auAeFwBCFDhwLA43GjrsEfO8FYwjQlTJhwV1W3BLBsaFnPEAzNlHJGoAHBfZvilz0DToZQs+utd8tVV+Bvz/0L8xa+hgnDhthdDh2Dwel7qR1VNTV2l5A1pIx+Dpd8/IndpaTU2KpqDIr93dyunhXdUhwuu5IL2aLqvSeTLvc+7yabKrFPUUEBpp1xOpauWo3DlZXYsW8/Rgwe1PmKZKmcHC/AWbSpFZMnallGURS4XBru/+oddpeSUrv/vAJV+5dHL7A3imOwTzOlnJKTn3S59LoHbKrEXmdNOA03z7ocAPDSW+/YXA0RdZVpMDRbRQiRHcNnyMTx4JmanYKhmVKu4LRLki4LNXunpB06oD9yPF6YPAyXlqpr63gSErXFt4RlFCDrnm+ZbQ/YwRiaKeWkkXxyldTDNlWSHnw5XgDAb//5BILBoM3VUKKIrsPlyt4fddS+dVu32l1CVvjTvAVoCoWgKdlxkngzjtPsHAzNlFJSj6D6g/lJ10WqD9pUTXpwaRruvOYqGKaJZ//9pt3lUAKV0yVTO7bs2AWvx213GRmvKRiEW9Nw29VX2l1K6gnua5yIrxql1OGFv8HB534ev+wuGQ53vzL7CkoTpf36IsfjQSUnPEkrhfl5MAxOo03JvB4PXBqPQKSaBBDWdfQuKrS7lNRrp4seR89IfwzNlFIHn/1/SZdH/HQhBFvzAACTx42FYRjYf+iQ3aVQTG2DH7phdr4gZZVAKISIzh9TqSalRJ7PZ3cZFkkIyDyPwjGYXihlpJ7clzn/tIvhKzvVpmrSz7mTJ0FRFCxgF420UZiXh369e9tdBqUZRQioDDYppygKPDyngNIYQzOljN6YPOBtcO9GmypJX3dcexVMKbFh2za7SyFEh7uqqa+3uwxKM4ZpxmZ0o1QyzegsfkTpiqGZUkbLLUq+gi01bZQUF0MRAm8u+8juUghATX0ddM4KSO0oGzzQ7hKywriTR9pdAtExMTRTSkjDwMbvjUu6rteUG22qJr19ZexoTt+cJkxTwuf12l0GpSE1y4ZBs4umZsnzzJP+HImhmVKidtVrCB1s6XKQO+psDLzlf22sKH2V9OkDAKj3+22uhAAeEKH2FeTn2V1CVtDU7IglySNliHauo3SUHe9OslzwwJaky6Me/BCKJ1vOiu6er4weBQB4ftGb0HmGfhpgaqZkmqpiy85ddpeRFXxZMnqGSPh1zj2OczA0U0rkjjwj6XL9msU2VeIMI4YMRlVdPf7w5Dy7S8lqhfl5HFqM2tANA5FIpPMF6YRlTYDkIS1HYmimlMgfNy3pcu3q122qxBluuOxSnDd5AnSeOW4rRVEQCmf3NO/UlqoqcHMoNEus+GKN3SVYg10xHImhmVJCqCrUhNEzcoaM62BpAoAzxo8HAHz8eZZ8aaQhtibSsVTVcvbOVBNC4Gh1jd1lWCKx/7Jkq7NjMDRTSkjDgEyYjlhyauJOud1uqIqCD1Z/il37D9pdTlbSNFdSX0MiIDqqSlFBgd1lZDwpJXoV5NtdBtExMTRTSghVRcmVP4xf3v/E99vMEEht3Xj5DAgAC5e8a3cpWUkInsFObUkpMWHMKLvLyAqTx/OoJKUvhmZKmeJptyddXv+N4ZDss9uhoQMGwJeTw3GbidKIEAJfbN5qdxlZIVuGnCNn4ruTUsZTOhx9Lrk7fjlStR+7/3SnjRU5Q2mf3pyVziY1dfVQFO4WKZmUEiY/k5YIhXlEktIXvx0opQbf/eeky9Xl89ja3InpU6YAACpqsuOEmHSS68uBS9PsLsORmgJB1Pv9OFJVBX9jE5qCQfgbm1BRVY0jFVWoqKpGbV09moLB+L+a+gZU19bCME0EQ2GEw2Hout6l8cqbl2tqakIwGITf70/pOOenjR6dsm1TCyGyJJZIfg86Eb8dKKUUlxsj/+sdfPmLS+PX7XzoBoz48Us2VpXeXn+/HADw1CuvQtejrVu5OV58+9ab2QqaYi5NQ224we4yHOf9T1Zh5dp1x73+sOIi/OGp9B6j/MPPPsOHn33WpWVHDyvDNdMvTm1BGSrMlmZKYwzNlHK5o6fAXTIc4SM7AQC1K15Gw4Zy5I+bam9haWrYkEE4cPQoNEXFScMHQ1FUbNq+A//35NP4/u1zobEllNLMtl27oaoKfnzXV49r/fLycsyZPTt+ed7C13DgaAUG9O2D62dMx0uL38WBI0cxsF9fAMCBoxUY2K8fbrvmyqTthMNhmKaJUDgMwzQR0Q2EwmFEIhHUNwUQCoUQCoWgGwZ03YCmqRBCQBHA5p27IaXEGaeOg1AUuFUVQtXg1lRomoYcrwfvfPgRDlVUoqS4N2acfy7eXvYRjlRVAYjOGtjcrWrbnr3H9TwQ4PVwPGxKX/z2pZRTvbkY+/vPsebWlnGb69csYWg+hvMmTcR5kyYmXTdmxDC8/M67WLjkfVx/2XSbKst8jYEAXJpqdxmOI6XZo3M13HbNVcmXr77yGEsmc7vdAACv19vt+5x61pmdLnPHtVcnXf7q7GvaLPO7x5+EW2PwOx6KEFizZWt2jKCROE5zbB5EjtyT/nislyyh+JLHOA3s22hTJc40oG8/AMCwgf1T2m8z20kJFOZzPN7uyvP5OOpBjCIUTpF8nEwps+dEQKXlx7kChmWnYEszWaLirb8mXc4bfY5NlTjHlp27sPzTz1HbUI9IrG/zkhUrsWTFSvi8XpQU98Z5kydiYGmpzZVmDq/HjXq/3+4yHEdRVQAMikA0L5s82fm4TRgzxu4SLCESQrNgaHYMNg2QJRo2lCdd7jXlRnsKcYjK6mosXPIeKmtqoCgqRgwehLtmX4vvzb0ZwwYORFiPYNeBg5j32iK7S80oLk1DmFNpd5uu6xxbPEZRFB5mPwHrt2XHeNjSbPm8SP7gdAy2NJMl+lx0J2pXtIyYUf/5m+g745s2VpTe3v9kFQDg/q/d0ebEvzlXXAYAeOfD5fh80xarS8to/sYmuFT2ae4uKSVbV2MUoUA3+cPreAghUF1Xb3cZNmBodgqGZrJE4aSZ0HqVQq85DACoXfU6Q3MHAqEQAHQ4Uga7EfS8HK+X4e84uFSV/XhjFEXA4HsIANCw6UNUL50HMxwAIIFj9Pdu7qoX8xfWAAAgAElEQVQwdstWuDUVux5Zlnhr9PboHPeANKMt+dKMnUwnWy6bZrQFV0b/l6YBxP83IZvXEQICAlBa1yMg2nsfC4HEYNu8XUgJxH9ki+hj7EysjuC+TZ0vS2mHoZks02/Gt3DwuZ8DAKr278QwXefwacfgb2pqf+cdo+s6tu/dD6/HbWFVmU9RBILhsN1lOI5gl4Q4l6bBNE38dcHz6F1UBF9sJI9QOIzq+jr4vF4U5PpQ1+CHFALSlMjz5UDXdQRCIZjSBGRz8I4+p1ICEIAqFEAAmqKiKRiEKSX6FBUBAqioroGERP8+fVDX0ABV1ZCfl4twJILa+gb07VWExkAAum5AQqIpEF2/eeSTvr16IVeYeOjxpyCEgJQyug+SEhLRftpCCJhSwuf1wuN2o7Y+2ipcmJ8PXY/A3xSIr+sRJs5e8n1okaYuP3cDY/9X713ecy+IA0j+4HQMJhayTP6pFwGx0NwY1vG7x5/C4P6luPXKK2yuLP00BYPQOugmsGXXbgDAd2692aKKsgOn0T4+Hf3AyzbNJ+02NDaiobERZqsfE7VKA/a3aonWVDXaxSW2bHttlkIICET7TCuKAsMwIKXE3kAg3rKtqSp2HzwUnfJbCByurIxvrykQQCRh5B0BwOVyQYjotitqauAuyIVuGNEf4xIQioACAQgBCQlVUQEpEQqH4W9qgqooyM/NRTAUQlMwCFVRUJiXFw3ZFTu7FZizlZpbhKP5I+wug7qIoZksY4aD8b8HDhwEAFA5TFW7iosKcaSy+pi3N59t/e+lH+CaSy6yqqyskOfz2V2C45imyV6ZMZqqQlUU/Pju45voxU6tJ5k5EYG9G7Fp6QPxy2Xfe6b9qaOlbDkpTojoNNoJP8KkNKNdIZrFbm9ZTkA0d7MQSrQrh6JGb1fU6G2KGuviocRbwgEJJP14ke0fLZEyYUzl2P/N22u+PbauaNWNo11JdSrwDZ+Ihb/6bcfrUNpgaCbrJOz4FM0Fl6Zh78FDXV5d13X85dkX0BQIYHBpKW69KjNbqMPhMBoaO26hOWXkSKzdshVbdu7Cc4vexE1XzLSouswmpYTKluZuM2ItmxTtnsGOKslDqnkGnIziqbfaWA1Rz+C3A1lGJrYyCIFbr7wCpimxZ/+BTtdtamrC/z05D02BAHJzcrDv8OEUVmqfvz37An7/5Dw0BYLwuDqeVezmWVdgxJDB2H3gIDbt2GFRhZlN01Q0BnhIubt0tjTHSXmMFstsIxLiBZ8PyhAMzWSdhENhQlFR2rcPAOC195dC13VU19S2O9vd4y+9gkeeeRaGaeK2q2ehpLg3AGDt5swZbm3x8o/x238+gdqGBkwcOwoXnXUmvnvbLZ2ud8Nll0IIgdVr11tQZeaL6AZMk1/w3WUYBltXY1wujUcrAHRpJAkih2H3DLJM4mDuQom+9UYOGYwv9+7D7x5/quU2IaAqCuZedQUKcnNxtKoaihAoLMjHwJISXHXRNDz89Hy8uWw5hg4cgKKC9J/22O/3Y8P2HZg4tv3Zrj7bGB1+aPall2Bk2dBubbu4qAgHKypx6MgR9C8pOeFas5kiBAaW9rO7DEfiyYBRRfn5OFxZZXcZtkve33Psc8oM/DlM1jETWpFjO9GrL7kIJ5cNRUnv3vje3Jtx+vhTMGzQQOiGgSdfeQ2PPPMsAKB/3774xpwbAABerxdfnX0NAOCJV1619jF00/ptX+K3/3wCf1rwPJauXI2Hn3oGtfUNeHXJe6hvaAAANAVaTpDsbmAGgLtvuA5CCDz16r9RU1fXY7VnIykljlQw8HSXYZg8BB9ztKaaY30DkEbb/T11jN160h9bmskyiTuESM0hmKEANE8Orrv0kvj1F59zNoDoSX9Hamqw9KMV6F9SgovOPjNpW/2KizFhzCh8sXkrNm3fgZPLhmLHvn0Y2r8/vLFxUZd/9hlWr9+IcCQCAYFZ0y7AmJNahvbxNzXh78+9AGlKGLGxSqdM/ArOP31ytx+bPxDEspUrMfWM0+F2u7Hg32/gUEUlpJRwaRqmTJqIuoZ6rN2yDcFwCLsOHcHmnbswa9oFeOODDwEAQwaUdvt+m33rlpvwtwXP4e/Pv4hLzzkbE8efctzbymaGaULjF1e3lfYt5mQ7MdKUWT9sYbhyPzb/4LSWK3gUokM8SuMcDM1kmcRDdE3bV2PtnaUYft9zKJzUduQHTdMwsG9f3Hr1lcfc3vRzp2Drrt147b2lyfcjorM6maYJTVVRmJeHen8jXn1vKYKRMCaMiXaRmP/6IkR0A26XCy7VBZgSH32+BudM+Eq7k67UNjTgnQ8/xklDB2PSKWMBRMP9ky+/israWgDA2q1fxpcvyM3FeadPwqmjTo5fN/OC81FeXo7ZV1+NR+YtwL+XfgAAuPOaq1Dar2+nz+GxFOT6cN9Xb8ef5z+Hdz5egXc+XoGhA/rj5lmXH/c2M8VjL76MiuqaNtcPKy7Cbx59HGZsqKjmr63Rw4dbW2AG2LZ7D2fBi6mqrcv6Ps01H/0r6bLizrGpEqKexdBMllF9yX2PzUA9KhY/2m5o7gpFUfC92+di6cpV6FVQgHEjT8KOvfvx7scfQzdMTB43FlMmTYwv/8jTz+DtZR/h7WUfYdSwoQgEo90i7vvq7QCiAfh3jz+FPzz1DH50151J9xUOh/H3Z1+ABLBz3z4s//RzTBgzGh99sQYAUNa/P66feSk2bvsS9Y1NOO/0SR3WrmkafnDHXHy6fgN6FxWdUGBO3Ob375iLdVu2YsWaddhz8BCeeGlhvCtLtqpraGkBLczLg6ooMEwDmqLClBJFBflwaVo8WFfFfgBR1xmG2eFkPNnmliuz+8eqGQkmXS699ic2VULUsxiayTK5o85B7/NvQfWyBfHrZKud6/GYduYZ8b9HDS/DqOFl7S73vdvn4ouNm7F6/Xps3bUHAOB1t0xDrWkarp8xHS++vRi//ecTsSlmJZTYYPgSwDdvvhHbdu7Ge5+sxEdfrIHX7cbdN8xGXm50QozTjnGiX3sURcEZp53a/QfciVNHj8Kpo0fh5Xfexbbdu/HrRx/DgL59cfOsy7Ny2nKXFg1zzT+OmpWXl2P2tdn9g6KnaKqK/j3wwy9T9MrPt7sEeyV0Nyi99qfodfZ1NhZD1HOy7xuUbKO43Bj2g/noff7N2P6/zS0x1vblmnDKGEw4ZQzqm5qgRyLoXViYdPtJQ4dgxgXnYumKVfC43Sgp7o3GQAAAMGvaBSjKz8cZp43HGaeNx1OvvApN0+KBOd1cd+nFOFJVhRffWowDRyvwyjtLcMPll9ldluVcLhesfp9lG5emobKdLjDZqr2hM7MVT26jTMLQTFmpoIOpkieMHo0Jo0d3uo07rr26J0tKiZLiYnz71pvwq388hh37D2DFF2tx9oTTOl8xg6hCQX0oZHcZGU0IgQCf4zh3whGsbJQ0xFziFNjUIf7ASH/ZfbYC2SNxx8Czhi3xwD13AQA++vwLmyuxniE5HFqqcRa8qOYW5mzsBpUkYTbApJlgqV0cPcM5GJrJcpKh2RZ5OTmI6DqCwRPvR+4kOR6PIybAcTp+kqMnDAMMzUkhkD+mKIMwNJMNWnaiQvAtaJW5V80CAKzZvM3mSqzlbwqgKct+KFhNN81Y3/HsZnJ/FsOfUJSZsvvnMNmDLQ+2KCosgBACS1etwrJPP8XEU8ZixJDBOFJVBUM34MvxorK2FrpuIKJHYBgmeuXnozEYQFFePmr9fng9HoweNhT1/iYUFuSjtqEBvQvykZeXj7wcb7v3W+f3Y/W6dahraISqqvC4XTAMiZqGekjTgGFI6IYOKSVyvB64NTcURSAUCUNTVXjcHhTlF0A3dPQuKkRjUwAN/kbk+ryo8zfCNAwomgo9osPtciM3NwfVNXUwTQOGYaIxEEBuDseJTSVd11GU7SNGADAMngBIlMkYmsl6Sd0z2DJjpW/fehM+WbMOq9dviP/rrlXr1h/3/QshokP4AZCm2aZ7jtqgQDeiJw4JtByTELFh/zrabnu3N2+DLc2pFf1xk90nvwFAJNY9g4gyE0MzWS7pxBD2abZUns+HqWdMjofl3oWFuGfO9d3eTjgcRkNjI4p79QIQbWlsCgbhb2xEMBRGYyCIsB6BAoHBA0rRJ7acHZ54aSEqazgcWioJIaCq/Cz7G/njjI4fT6ZNfwzNZD2Z2KeZX7RW+9dbiwEAP/raHcd9wpLb7UZxq4lhCvLyUJCX1xMl9qhIJAKTX0YppRsGQmF2TWgKMTRT9/F70Dl4bJxskBhguLOw2r5Dh+DS1Kw5wz8QDnOK5xRzu1zwNzbaXYbtguyeQZTRGJrJcjLhZBmhZkdwSyemlCjMy56TthRFYUtOinlcLgZGAIYRsbuEtMAueJSpGJrJeokzRClsAbRSc1/mmReca3Ml1hnQtw/7CpIlgiH+cAAAsGGEMhRDM1kuMcAIhW9BK3346WdQFQUDS0vtLsVSEZ39bVMpGOYU2gAQDrOlGQCkmRCaFYZmyhxMLGS5mo9esLuErOV2uWCYJur8frtLsUx1XT0UHiJOqUhEh8ofwIjoRucLZQF2wTs+PCKW/riXI8vpdUfjfxuB7Alv6eDrN8wGAJR/ssrmSqxTmJcHhYEupYQQyM/NtbsM22ka32cAIPWWbipC4/jdneE5F87BTzhZTnH74n8XnT7Lxkqyjzs2TFxTMHsOpwdDofiEKZQaUkoOhAMgmEWfq45IvaWbitA4vTplDoZmspxMGHLOXTLcxkqyk9fjxu4DB/Cn+c9iy/addpeTcl6vx+4SMp4QAipP6uU5Gs0SW07Z5YAyCD/hZD2zZTgifslY7wd33IaRQ4eisSmAhe+9j78886zdJaVURXW13SVkPEVV4HGxRZFiEoOy4D6eMgd76BNlodkzLgEAvLdiBVat24hN23dg7EkjbK4qNXI8HjQGOFNbKuXm5KDO32B3GbZzZcmEQUTZij8ByXoJrcsyodWZrHfR2WcDAD7buMnmSlInGArzEHGKhSMR/jAB4HYxNANo1T2D+/iu4ugZ6Y+hmSwneMZQ2li5dj0AoKR3b5srSR1V5YyAqRYMhaFyqnJ4PV67S0gP/Lx1C/dPzsGfxURZ7ItNmwEA08+bYnMlqROKRGDyiEZKed1umGwlg9vDft1EmYyhmSiLySw4dOpxuTm5SYq5NC2rJsw5Fq/KMYmJMhlDM1EWUxQl4wNlKByGwXGayQrs8AgAECLxvBV+9ihzMDQTZSld11FdVw8tw/uiulwudrFMsXDCZBbZLNM/S12VOAtg4uyARE7H38VEWerhp+cDAK688AKbK0mtHLcbwTBDXSoFQ2EGRgAG+85HJUx0w5ZmyiQMzURZKqLrcGkaRg3P7FkZ/YEATHbPSCkhBPr26mV3GbYzdIZmABCJs0MyNFMGYfcMslziNNpknxnnnoO3l3+M91d8ggvPPsvuclJGVRTk5vrava2mvh5/f+5fAABNVfCju75qZWkZI8/nQ31jo91l2E7V2A4FJIdmtjRTJunyJ1wIoQohvhBCLIpdHiaEWCmE+FII8YIQwh27Pk8I8boQ4n0hxIDYdXcIIUwhxKkJ29sghCjr2YdDjsBptNPCmi1bAQCD+5faXElqGaYJabb/Q23J8hUAoi2lusFWwhPRGAjYXYLt2HWeKLN1J7F8D8DmhMu/AfAHKeVIADUAvha7/lYA/4gt/92E5fcD+Nnxl0oZgzMC2qKuvh5VNTV475NP8NcFz+FwZRUmnDIaI8vK7C4tpUxptjtO8+HKSuzYtw8AJxegnqGwX3cUP0+UobrUPUMIMQjA5QAeBPBDEf2GuRDAzbFFngbw3wD+BkAFYMb+JX5yFgE4XwgxSkq5tUeqJ0dKnBGw6r0nUHDqhTZWkz3+GuuG0GxU2VDMOPdcm6qxTp9evXC4ojLpunVbt8X/fuCeu/DK4nexbfceq0ujDGOwKwLMSBgHn/t/CVfwOemqI0eOYN26dQgEAli3bp3d5VA7utqn+WEAPwaQH7tcDKBWSqnHLu8HMDD29wIAzwHwApibsA0TwG8B/AeA20+gZnK6hNaY6mULUHrtT5EzdJyNBWWPMWVluPrSi+0uw1LhcAThSAS/efRxAIAEIKXEsOIiKELgr88+j7qG6MQc//zXy/H16hv9KMjNBRAd6zkUjkBVFOiGER8lwR0bzs40TLhcLui6DgkgN8eLhsYmSGlCUVQYphkbD1vCbNVVJM/nQygSRjgcQU6OF25NQziiw+XS0OBvhKap0HUjPuOeqijw5eQgFApFNyAEwpEI3C4XwpEIvG43NE2Dv6kJHpcLoUjLyCFCCEgp4/973C64NBcaAwFIKZHj9SAQDCHPl9AHXEr4Y10vfDleqErb1tT62MQmf57/HJoCAUgget/hMEwpkZ/rg78pgByvFwJAOBKBx90ye15Jbg7+9MyCdl8/f1MAihDw5USnqNYNE6FwGFJK5PlyEAxF/4aI/iA3TANCCOTEprSWUiIQCsHtcsEwDEggduRBIrYaFEVBjtcDxG4LhKLDpOV4otcFw2HEF4aAaZpwaRp0w4DPG72fQCjY5rXNRrUrXoJMGIJQaB4bq3EGr9eL3r1747HHHsNjjz2Ghx56CDNnzrS7LGqHkJ1MfSqEuALATCnlt4QQUwHcD+BOACuklCfFlhkM4E0p5fhjbOMOAJMBfB/ARgAzAPwbwBVSyt3tLC+XLl16nA+JjsXv9yMvL8/uMqDXVyJc0dKq5+l/ElRfoY0VWcuu1+FwZbS1tbRPH8vv205VtXWI6JGksKeqCtyqisZQCFJKqIrappVQQEAIATM2a6KIpjJARtcHYv2lYyFUADDjf0dDqaIoECKWt2KBK7p8y/2YpoQpzTb31/Y+o/ULIWAYxjGXa95G8/aklLF1E/f1InbfZnxZVVVhNj8eRSR1aUm83TzGLJICAkKJ3p9L06DrBqSU0DQ13q+8ebuKUACB+H14VBWhY4xwIiDgckUDavPyAgKapkVfMyljY3FHH5NhmFAUAV3X4z9uml+T+HMuTbi0ltCuCIGIoSdt3+XSYMR+IClCgUvTEtaXsQAuoQgBwzQhhIBL0+Bxu5Gbk9PuY0l3PbFv0muPIFy1P37ZO2gMFE/7J+JS1OHDh3HgwAFomgaXy4W+ffuioqLC7rKyyr333gspZaf9irrS0jwFwJVCiJmIth4XINryXCSE0GKtzYMAHOxsQ1JKXQjxewA/6WzZqVOndqE06o7y8vK0eV43fHs0QgeivXRG/MfrKDp9qr0FWciu1+Hhp+cjFAphzuzZlt+3nZ5+9XUcrKrFA/fcBQB46e3F2LpnL4YVF2FXVS1GDx+Gay65yOYqs5uVn4lgMIg/PD0//n6gFj3xOhz598PYv+h+AEDxhXeg7NL7eqCyzPbLX/4SP/vZz/DTn/4Uv/rVr1BeXo7rr7/e7rKyyr333tul5To9EVBK+YCUcpCUsgzAHADvSylvAbAUQPO37+0AXutibU8BuBhA3y4uTxnIW3pSwiWeNGKFYDCInNih5GxSWV2TdHn3gYNJJ/5NGDvG6pLIRo3BoN0lZDShtrTgC1f27W+OR/P+qLMj/2S/Exnv6yeInhS4HdE+zo93ZSUpZRjAHwH0O4H7JoeTiYeWeaa1JSQAVcnM57opEERVTW3Sdbqu4/GXXkE40nY2QK/HjdI+ffDAPXehbOAAq8qkNNAUYGhOJZHQ7UUanImzKxianaNbk5tIKcsBlMf+3gngjC6u9xSiLczNl/+IaHCmbJXYf7SdE4uoZx2tqgIAFBYU2FxJajz5ykLU+xshAHxt9jXoVViIVxa/i6NV1XCpKkYOK4svq2kaAsEgqmrrEI7ocLs4x1M28bjddpeQ0RJbmmHox16Q4hianYPfFmSPhNZl/+blUH2F0VmkFKXlNtMEpIQ0jdgkKNEznRJ3LEIIQChQc4vg6X8SW62Pwd/YBADoVZia0FxXX49X3yuHbui45YqZMEwT4UgEDY2NGDIgtS25r737Pur90dnoJICF7y5FVW1Lq/P9d92ZvELs/RPRI3j8pZfxzZtuTGl9lF68HobmVOJsgN3H0OwcDM1kD9HSM+jwSw/i8EsPnvAm9WFnIfeb81Df0Ij+fftg2OBBJ7zNTDF8yGD0K+6NdVu2Yd2WbZ2vcAL+8PT8pMupPOFq7eYt2LRjZ3yUCACoqq2Fqij44Z23QdPa7uLCuo5cnw+lffpgTpqcGEvWCbXTXYd6DrtndB9Ds3MwNJMt3H2G9Pg2tV2fYPGbryLk7QUAuOz8c6GpGiKGjtycHChCQY7XjZq6BkQiEfgDAXy6fgMM00SO14t8nw8jy4bi9PGntBu2nO7SKWfjmdffwMTRo3GoqhIV1TUozMvF+WecjhVfrMHhymgXjr69euHiKWdj6cpVOFxRib69iqIt/bGh1g5VVEaXOecsAMD7n6zEkapqDO5fijkzZ+Cjz7+AYZowTAOfrt+EyppaRCI6DFNHYyCAcDiC4l69EA6HUV1bC8OUUFUBobhg6BF4PC7k+XJRXVuLxsZAdFgvVYGqKJAANE2FIhTk+XLwzvKPAQATx45Bns+LQCiCC06flPT6HTp6FAcrq/D5ho2ojPV77lWQD7tUVFXBHwhi6ID+UDiNvOUiDM2pldjSfIxhBCkZQ7NzZF4yIEfoP/s/IPUQgge/BCAB04hOqW1Gxz4FACGiXTWEoiZNty1iQUNKiaYvVyVt95ZhGopn3oHfPf4U3lq2vEu1CCHQFAigwe/HgaNH8cGq1bh6+kUYPWxYzzzYNPHi20ugCIFLL2g7C+Do4W0f653XXt2l7X519rVJly8443QAwGfrNwIA/vmvl7pbard9tnFT/O/V69fjh3dEW5n/9uwLqG9sjN/m0jSMHj4c06echY8//jjldSUyTRPPv/EW9hw8FL+uKD8fQgh4PW6MHTECZ5zW7lD31IOYS1IrsU8zW5q7hqHZORiayRbuvkNQ9p0nT3g70jTx5X9fgob17wMAGreuQMmVPzjuLgFNTU342wsvYuHi93DT5ZehbNDAzldygH2HDiEYDmPogP6W3WfzRBGp6J4x75XXcKCiAjkeDwKhEFRFwfQp52D08DL84en5+P2T89qsY9e4vPNfX4T9h4/EvxBVVYFbi86WV9/YGL2+AThUUYmlq1ZBSsDjdmHOZTPQv4SDDPU0r5cz1KUSTwTsPoZm52BoJkcTioKCCTPioVme4E7a5/Phvjtvx+8eexLPvfEW7plzPXoXOn+2wuffeBtCCNxw2aWW3Wc4hYdmS/r2xYGKCgRiU0kbpokPVn+Kr4wdjZtmXoYVa9fCMEzU+v0oLe6NL/fsTVktndl36DA0VUWvwgKMGDwY085qO+iQaZr423P/QigcRmmfPthz8CBeWvwuvjP3ZhsqzmyNsZNiKTWE2hIr2NLcNQzNzsHQTI5X+8nL8b8TT0I5Ed+85Sb8ad58/OP5F3H2hK9g6hmTe2S7djEMA8VFRZb21c5P4VTCl553Dk4ZOQKfb9yEmvoGjBg8EOdOngQAKBs8EGWDW44QvP3Bhymro6sG9y/BnMtnHvN2RVFw7y1zsOfAQbz1YbRb0YzzzrGqvKxisPUzpYTWMjqJ1Bmau4Kh2TkYmsnxzHDLZAU5w77SI9vMy/HirtnX4ulXX8eKL9bgnK+cCreDx3cVQqDJ4pnQAno4pdsfVFqCQaUlnS6navaOA+7WNFTV1HVp2RffWYxIREdJcW+MLCtLbWFZiicCplZiw4WZ4n1ApmBodg6euk2OlzO05eSp6mXP9tiOp29xb3w3dnj890/Ow9sfdu3EwnRU3KvI8tDs7qFW/xPVGAjYev+KoiSdjNgRNXaSa+uTK6nnCMG2olQSSsLza7JVvysYmp2Dew9yvP7X/z9UfxAdGzi4dwMCu9fBN+y0Htm22+3GD26/FU+8vBBfbNqC9Vu3YeSwMkw/+yx8uWcP9h46gkvOOQter7dH7i9Vzps8Ea8sfg+/+sdjsSliojvq/Fwfzp88CeNHndzj95njSY8TrhRhTduAaZrxgL52y1Zs3rELQgDBcLjLE2qEQmF4HXxEwxkYTFJJcbV87s1IyMZKnIOh2TkYmsnxvANPhrtfGcJHdwMA9j99P0b+1+Iemx3Q6/XiW7fchA3bvsTby5Zj8/ad2Lx9Z/z2jV9ux3fn3gyfz9cj99eTPt+4Ce9/sgoRPdriM6hfP0RME/1698KBI0dQW9+AReXLMKBvHxT37t2j950u+/+IHom34KbSv956B7v2H0i6zqWpUFUV1118UZe2IQEM6l+aguqomaryAGsqJfdpZveMrmBodg6GZsoIA276H+x+ZC4AoGHtu6j//G0UTrqsR+9j3MkjMe7kkQCAdVu2oqRvH+Tn5OCPzzyLR555FrdcMRNDBqZ2yuju0HUd7yz/GIoQKMrPx+VTz2t3Suvf/vMJPPriK+hX3BuzZ0zH9j17oQqBcSePPKETB/NzU3ciYHcEgiFLvoyaW5kfuOcuHKmqwqGjFfAHAjANA2u3fYk1W7+EqipQFAWKEFAUBWNGDIeuG1j++ec4fLQCAJCXhj++Monsmd/SdCycRrvbGJqdg6GZMkLx1FtR99kbqFn+PACg8t3HUDBxRo+1Nrd26uhR8b+/O/dm/PXZF7Bg0Zs4fdwpuHjK2Sm5z+568uWFAIB75lyPooKCYy73wztvw+MvvoKjVdX464Ln49ev2bINd1x71XHfv5kwIY2d8vNyoVScWOvinoMHsXbzVgwbPBDjT26/K0tNXX38/fbky6926Qvw0w0bky4XFxW1OyQd9RzTSI/3ZcaSiRNR2XsSrlMwNDsHQzNljJJZ34+H5tpPXkHtylfR66xrUn6/Pp8P9991J/75rxexesNGhCM6Zk49L+X3CwB1DQ34+PM16Ne7NyaNPwUAUCBUvdoAACAASURBVFtbiwVvvIV6fyPGjBjWYWAGAE3TcM9NN8A0Taxauw7jRp6EPy14Ho1NJzaebXV9/Qmt31Pq/I0wTiDA67qO5xa9BSklNm7fgc82bMId7cyWmJ+bC38g+pwpQiA314d7b7npmNvdunMXFr4bHV/8p1//2nHXR93DYJJaiWPlMzR3DUOzczA0U8bIPflM5I6egsYtHwEAdv7mWpz2dCW0gmJL7v/uG67HH59ZgLVbt/ZIaK6orsETL70CU0poqgqf14uvzb4mftLh6+8txcbtO+LLL/l4BRRFiQfEk8uG4uou9qUFoqM8nDUhOmRfv+JiHK2qwq8ffRzXTb8YI8uGdrv+PkVF3V4nFbyaC1JK7Dt0GIePVqChqQkjy4YiHIlgz4GDWLlmHXbs34+yAQOgqAq8bhfOnjAB/Yp7R1vgq6sBAONGjsCGL3fgSFU1fv3o44CU8S87M/Zlp6ktIaHe34hfP/o4VEXBD+6Y26ary6jhwxiW7cDuGamV2CWDoblLGJqdg6GZMkrJlT/EzlhoBoCKJY+i/3UPWHb/l0w5G68ueR+1dXUoOsGZBF97932YUuKkIYPQGAjiUEUl/vD0/KRl+hb3wl2zr8PBw0fwxrLlCIZCmHTKGJwzccIJ3ffXZl+DfQcP4bk33sJL7yzBddMvxsnDyrq1jT0HD59QDT3htXffx479+wFEp7NutnLdegwrLsKzi96MX7f74EEIISClxKYduzC4tARHq6shAEwePx5Tz5iEEUOH4MPVn0PXdZw0dDA8Hg82frkdhmli7IjhOD82wcrcq2fh6YWvITcnB/6mJix4fRFub6d1mqxXmJ9vdwkZTSaOTpKi7nGZhqHZORiaKaMUnXUNhMsDGRvqqHrZsyi9+kdJU7um0sghQwAAT7/6b3zv9ltPaFt1/gZoqorrL5sBAGhqCuCzTRtRXduAxkAjpp5xBgaU9AMADCgtwd03XHdixbcyeEB//Pjur+JX/3gMi5Z+gG8PHNCtCV6KizruFmKFUcPKsGnHTihC4CetWnXLy8sxZ/bsdtd79IWXsP/wEQBA76IiXHzOmQCAsSNGYOyIES3bWLkap4w8CaFQGMFQBH9Z8DzCuo7Jp4zFT79+FwDgV/94DFdeOLXHHxtRWkoIfsKi4R6djqHZORiaKaMIITD03sex++FoYA3u3YD19wyDd9BoGI116HfZvSi+8PaU3b+mafjK6JOxZss2HKmsQkmf4+8actKQodi0Ywca/H7k5+XB58vBeZOtn877zFPHY+W69fj9k/OgKAo8moaywYNwxdTzOxxdI1UnYXbH6BHDMfHQYXyxcVO31vv6je2HaQD4zaOPx7tjAICiCJhm8pfdqvUbsGr9hvjl/Ly8bt0/pU51ba3dJWQ2Br9uY2h2DoZmyji9z52Dijf/jMZtnwAAIlX7EamKHqLf/ac7AEVB8dS5Kbv/S6acgzVbtuG1997D12+84bi3c/nU87Bpxw68+PZiW2eIu/DsM3Hh2Wfis3UbsGrDRvibmrB5x05s3hEdq1pVFEAAblWDbpoQAC6fdj4OHK6wreZEVdXVJzydxZGKSiz+aAUgWvovDx80CBPHjcHIoW37e+u6jnmvvg7DNHHd9EtOaOg+6lmCE+GmlmT3jO5iaHYO7skp4whVxchfvIsdv74GDWuXtLl9z9/uQU7ZafCVnZqS+9c0DZqqorbBf8LbAYC8NGmlnHTqOEw6dRwAYNP2HTh49AhyPF58sm4D9EgEEWHA7XKhKRDEwiXv21xtC5/PB+UEJzeZ9+rr0BNG4CjIzcXpp41DricHew8eQm5OdEzqusZGRMIhCKHiwjPPhNutoSkYhKyRaAwG4VJV5P7/9u47Tq7qvvv493enbNFKqy6EBEIUUWR6BwOiY3ozxgYDtkmc5Ikfx3Z47ORxEid5EuzgEpLYDjE2xXbcaQHTQfRiehMgqnqvqy1T7nn+mNnZGUmr3dXuzpkz+3m/Xnpp7p07956ZszP3O2fOPae5SU5SZ2enIjNZFCnO5TW2dYzS6XRhfVQYzzmEsJ3L5ZTL5RTHsWLnlM3llMvm1NhUuGC1vaOrYkbETKZLURSpI5ORWaTGVErZXE6vz5+vKEpo/JieawHaOjrU1Nig9o5OdXZ2KpFMqCGVUmNjozLZrFpbRm1Rnkwup8Z0z6x07Z2dampIK5PNKpFMan3bxmF8NeDKhpwT3TP6hdAcjtr/RAa2Q6JxlGZ94z6tfep3Wv3wTcquXab2d/4gSXKZDr31tSO14yf/URNO+qySo4Z+lIc9dplRaondXq/Nny9JSlZhNruB2mf33bTP7oW+vUcffFDFfQuXLtO7Cxcqjp2eefkVH8WrsKm9fdBjRuc2e/yGTZv0q7vuGdQ+h1KvXwqck5PbrPHPyu6ujZP0zAlj9dy7H/guBoaAy2dLty2R8liScBCaw0FoRl0bd+QFGndk4QK5ja89orf/7kQpzivuateiG7+iZbd8U3t84z41zzxgSI973GGHaN677+mexx/XaR/96IAeO++d93Tbg4WW2nQqpTPnHDukZRtuO03dQTtN3UFP10BgllSaQnww0qmUMtmsvnDpp9Qyqjoz9uVyOXV2ZSQXqyubVWcmo1w+rweeeErZfF5HHri/Ojo6lUql9MJrb2hVL311IzONam7SIR+ZrVfeeksb2tqUK07wMXbMaB1/+GFqTKfV0dWlxnSD5j77rJxzOuO4Y3T3Y09o5Zq1yuXzmjx+nM48fo4aGxt02/0PSpI+8bFTC7+sDLJFfFsXZQ61pStX6sZbbq/KsUYilysLzUlCc38QmsNBaMaIMfojx2n3r9+l9793ifIbV0uSchtW6u2/OV47nP81Ne9+iEbve8KQXMA2bswYNTc26sXX39Qb89/Tlz9zWb8e19bWptsfelhRZPrS5Z8e0GgVtSabyfgugiSpsaGh7436cMpRR+rORx7VD3/xK1115WeGoFR9SyaTaunuolO2/nMf33KUlINn79OvfR554P59bjNzp54JgbY2iYskXX7e9s8U6Vs2k+17IwxC2egZDIrdL4TmcNTe777AMGo98FTt+8N3Nf2K75TW5Tet0+Kffk3z/+4kLb75q0N2rC9efqkuPv00dWUyeq5sJIVtue7Xv5Oc0yVnnxl0YJaGJqwOhXR68K1d++41S7tM21G5fF4/KU5PjjBt2DS4aw2wbRb1tMWVd9VA7wjN4aClGSNOYlSrppzzZbW99ZTWPfXbivuW33aNxh5xvpp32V9RQ9OgjzVzp+lKJhN68Olntd+es0pBOJfL6YkXX9TK1Wu1ePlyNTU2qq29XZlsVuNbx2j6lCmDPrZviURtzAY2mNauX999r95dsLByJSe2oDUNwfsavXPMCDhghOZwEJoxYs384k1avuuBWvqrb1T0w3vra0cqPXFn7XPtq0o0D36CjjOOO1a3P/iwvnPDzYXjThira358Y+l+M1N7Z5ciMyWiSOsHOepGrXCDHuhtaCxdUTn0XRzHyvSzn/OsXWaUQvPh+31EDQ2NOvqgoe3/jupqaalOn/SRquJCwGTYv5ZVC6E5HIRmjFhRQ7OmXvjX2uHcqzTvqkPV8cHLpfsyqxbonX86UzP+7Ho1Tps1qOPss/tumrXLDM175109+tzzMpmOPvAAHXXQAVtcQHX1dddrxtQdBnW8WpHJDv4CvMF45e23tWHDRq1vq/wScuMtt2n56jXaf8b0PvfxwJOFsb4jM817732ZGaEZ2AYuBBw4QnM4CM0Y8SyZ0u5fv0sffv9KbXixZxixtjce0+t/vqdaDzlTo/c9QanxO2rckRfKtqPbQTKZ1L577al999pTc+fO1bGHbX1mv4Z0Wh8uXaZ/+dFPlEwmtPduu+nleW/KSTr+sEN0xIHhBLb1Gzd4O3Z7e7vuevjR0nJ3V5FMJqPV69ZLkja0tenq664vbXPUgQfouM3qZdyYMVqxZo1i57ShbZMk6aZbb9Oxhx6qmdOnDffTAALEhYADRWgOBxcCApLSE6Zpj7+9Wzv/6XVb3Lf+uTu16IYv6/3vXKzFP//rYS3Hlz9zmWbtMkMN6ZS6Mlm9NO9NNTc1KZ1M6uFnn1NuCIZPq5Yxo0Z7O3Zzc7PSxVb8qZMm6S8/e7meeeUVfeeGm5XLF/pcppIpTZ00SVHxvP7kiy/pm//1Y/3Hz35RGl/6MxecqwljW7X7LjsrmUgokUhoyYpV+uVdd3t5XkDNKx/TvAbHmK9FhOZw0NIMlJl0yh8r1TpF735z60Ntrbjje5py1peUGjd8XSguOPXk0u1MJqN0Oq1MJqPv3HCzrvnxjUqnUmpubNRZJxyn6TvUbleOSePGeTv24mXLtfPUHfTOwkVaunKloijSS6+/KUm66nNXKJlMau7cubpgzpzSY669+WeK41jtnZ166Oln9fjzL+pzF56nP/7Ex/WT395SCtvJREInHn6Yh2cF1D4X93yxLx9JA70jNIeDv2hgM2MPP0cH3+rUufgtdXz4qtrfe0HLfne1pMJFLmuf/I0mn/GFqpSle7SNdDqtz154nu557Amt37hR6zZu1E9vv7O03eTx4/W5j59flTL119JVq6p+zO/dcLM6NxsfevKE8br5tttL6xcvX6EZ03bc4rFfvOxSSYW+2D/4+S/U0dWlOx9+RJeec5aWr16jRBTpoo+dql3olgH0itEzBo7QHA5CM9CLxml7qnHanhp31IXa9M4ftPHlByRJ+U4/o1tMmTBBl597tiRp46ZNumvuY2puSGtTZ4c+WLxUb77znvbafVcvZduaUc3VH9pr88AsSe3tHWrr6Cgtf7h4yVZDc7d0Kqm/uOLTuu6Xv9HCZct1zY9vkCQdut9sAnMdyHTVxqQ7dStf1tJcI8NO1jpCczgIzUAvXD6vxT//a6159OfKrl7cc0fef7/i0aNG6eIzTistf/O66/XIc8/XVGhesXpN1Y958Rmn6Zd33VOxrjsw/9XnrxzQvi49+wz95t4HlIoirVq3TouWrhiycsKffHmfWww5V/b6Gi3N/UJoDgehGejFstv+Rctv/Zct1jfN2M9DaXq3aOlSRVGkNevX+y5KhXz5z7RVMnP6dF1+7ll67LkXtHLtWuXysZLJhNqKI18MxKjmZl1x3tnDUEr4tG7jRt9FqG/WM2IGIbB/CM3hIDQDvVh175YjaYw98gK1HlY7Qer6X/9WK9euk0ka3VxbkzbEnlr0dpwyRZ8442Ol5Vvvf0BvbkdoRn2KGNFhWFVMbpIgYvQHoTkc/EUDW5Fdt0KZlR+Wlmd+5ZdKNLdqzIGnlj7gfPlw0WLd98RTWrNhg+I41r6zdtOZxx/vtUxbk66RiQ3yMSci9OjaSr/3euSck+K8XC4rl8/KuVjK5+XiXGFdnCsMD2cml88Vts12qmPB65KL5eJ84aK+OC5OHd/9PjIpkZDJShf9WSIpRQlZlFDnonnennOoCM3hIDQDW5FZ8X7F8pj9TlJyzARPpekx7533dNuDD8kkNTY06OiDD9Kh+84e8H5yuZwymYw6u7rU3tmpjq4ubero1KaODnV2dimKTI0NDWpIN6ixsUHNDQ1qamxUUzql5ubmLWYy3Jp8vvrdM7amq7PLdxEwSLlcrvA3WxynvHtUmb7EcaxsLqeEVPqbTadq48tct1wuV2r9Lv91ZvN1/XnPrZ77Uy247k9LQVkDDGEdZ35bb/zgY31v2E9mtOr3B6E5HIRmYDP5TeuVHDtFlm6Uy3RKkl75o500+19fVcPU3byWzYozcThJHV1deuDJp/TAk08V7rPC/FvOOfHR22PxisIFfOWz/0nSzAljt1gXoshMsSufha37hikyk1NP8DKp4m8jmUgodm6rYc05VzqJb/64zY812L83H3VRD3VfbqcPH9JOC+aqpbN2uiIlmlt9FyEIhOZwEJqBosyqRVrwn3+i9c/fJUukKvrmuUyHNrz6oCZ5Ds177TpTB+29p16Y95ZGNTXq+CMOUy6bVy7O68U33tTqdeskSWNHj9ZRBx+opEVKpZJKRJESyYRGNTapqblZt9xzr6JEQpeefeaAy9DZ2alcPlZkhYCVyWR020NztXh55egSjemUOjPZXvZSHdf98jfKx7Fampu0356z9P6ixVq6cpV2nDxJKSucoJKJhKZMnKCLTz9NnbnCT9aRRYqiSL+9977S80omEsrl89px8iSZWcXznTJxgi467RTdcv+DWrx8hSaNH69UMlH6AmMyRVHlY7r3J0l/dNGFhXpKJNWYKnws53I5deVyymZzyuaypf/bOzu1YeMmtXW0q72jUx8uWSqTNH2HKcrlczKZcvm8YhdrzKgWRVGkto52JS2hhoaUksmUzKRRTU164933tGbderU0N2n2Hrvrzffe16b2jlK5xo4erchM6zZuVOvoFkUWaUPbRuXyscaPbVUqkdDy4igp48e26rhDD9FTL74s52KdftwxuuexJ7R05SpNGj9OUZTQ8rKxu6dOmqjzTz5RkZmeffZZZRLp0hecZCKhKRPGK0oktHDpMknSTlN32K6/181dfd31Gt3crDEto3TRx04tteB2dmV0y/0PyMWxzjv1ZCXN9Nv7HtDyVatLr8fUSRN19gnH646H5irvnBImLV3Z85wmjx+n0+ccq/sef0qxi5WIolKdT500UReddop+e98DWrx8hXacPEmXnHXGFi3ImUxGURRVrM/lcvrZHXeWwtWK1WtKZeq22wf3Kt2x2Yg1ZrJkWpZISVEki5KyKCFLpgpdKiySnCt1r4jSjWrcaR9JVlwXFVqLzUrbSq7UbaO7z3JhOV/o5uGcnIuVHj9Nk8/84qDrayQgNIfDarGSzMzVYrlCN3fuXM0pmwENPZxzmv93J2njqw/1us2eVz+plr2OHPSxhqIevvOTm5TJZgc8jFo13fnwI3r17fneyvjr39+rdxcu1LEHH6ijDzl4i/tr4f1w9XXXqzGd1pc+c5nXcvhWzbq4+rrrddQB++m4OpvV8ZUrp5eGxpz9/bfVMGXXAY+TXAvviZHo9ttv17nnnquzzjpLd9xxB/XggZnJOdfnBUu0NAOSOhfN22Zg3vnzPxySwLy95j7zrN5ZsEjHHHSA7n/yaWWyWTU2NHgrT//4vWDyg8WLNaqpcauBuZbMmjnDdxFGnESNXKQ6pMq72DQ0M7FIQGhpDgehGZDUuejNXu9rnL63Jp7yx1UsTaW2TZv01EuvSJJueeAhRWYa0zJK5590grcy9Udjg99gko9jjR0zxmsZ+uO9RYv73ghDKhH5/UI37DyP8IOBITSHg9AMSGqcvlfF8qSP/S8173awXLZTrQefIfM4tuu6DYVpu3ecNFHnn3KSRre0eCvLQGSz/kbPaGtvlySNa63t0GwmtZdN8Y3qqMtoUh6UmfUwKITmcBCaAUldS+ZXLDdMmamJJ37GU2kq7TCpMNTdkpWrNKrGJjDZlnTaX0vzz++4U5J04uGHeytDfzhHo2C1RVGk1+e/q6MOPMB3UYaUy5VNKlKP3U/qGKE5HIRmQFLbm09ULOc2rully+patGSZfvo/hQB4+XlnBzWbWUM/x9IdKrlcTnEc692Fi7Rm/QaNampUc3NTVcuwXThPVlUcx8pm/Y7qMhxcnCvdtohTe0gIzeHgnQVImjDnMi2/7ZqyNf4/vL53w83qzGQURaYvXPJJNQfUyixJ1cz3L7w+T/c+3vPFJ5lI6LJza2e6823x2fVnpErW40VyZROJOEf3jJAQmsNBaAYkNc34iJLjdlBubWFM2PTEnb2W57f33KfOTEaH7vsRHXvoIUqnwnurjhtdnf7EC5Ys0b2PP6FEFOnw/fbV0Qcf2K/Z02pFayB91OtJvg77/Br9fIJFaA5HOGcWYJglm8eWQvPCG76scUdfpOTo8VU59qq1a3XLfQ+qs6tLiSjShk2bNHrUKJ101BFVOf5w2FilC9y6L6Q74YjDdch2TCnu23GH1vaQePXo2MN4zVE7CM3h4HdBoGiHj3+9dNtlOrT4Z39VtQ+x//6f32v1unXKZLPa1NGh0c3N+uOLLqjKsYdLV1d1+o3utdtuamxI6/7idOKhaW5q9F2EEcXM9ExxCEegFvArQThoaQaKJhx3iTo+eLnUt3nVff+lhim7aofzvzpsx7z59v/R8lWrlMvlNW3yZF12Xhj9cPtjdFP1LsKbOmmy3l+0qGrHG0opRjqoKufcFlNQ1wNaKcNHHdY+WpqBMjt+6h8rltc9c+uwHm/xsuXK5fKaMLZVnzrr9GE9VrW1jB5VleOsXrtW7y9aFGxrzd2PPu67CCPOqR892ncRhl7ZxX9mnNpDQveMcNDSDJSJUg1KNLcq375ekrTp7Wfk8vlhm5L2pKOO0ANPPq0dJkwI6uK1/kglh3eEgg1tbbrjoblauHSZoijSZeecOazHGy6MdFB9gX6/6r+6f4L1pXsoUUJz7ePrKLCZUXseWbH87rfOH/Jxm5evXKVrb/65HnjyaUlSW2fnkO6/3t14y236/s9/qYVLl2nKhPH6ymcu09TJk30Xa7uE2kIesgefesZ3EYZe+Ygg/E0FpfszIK7DUV3qTX01bQFDYPoV39a7S+era9m7kqT1f7hD7/zzWdrr6if6eGT/rFq7Vj+55TaZmWZMm6qjDjxIu0ybOiT7riVLl68cvn2vXKV0MqmvfO6KYTtGtdC4VH2r1q7zXYQh5+ieESy6Z4SD0Axspmnn2Zr9/bf1wgU93Qs2vfmk3v3meRXbWapRo2cfq4mn/km/Wguff+11PfjU09p5XKtmTp+miz52alAz/A1UephnBIzr5AQTRbQKVls9XgiouOw5RXU4eUsdIzSHg9AMbIVFkVr2OUZtbzxWWrfumdu22G7t47/U3a9+qPVT9lUsp0Nm76OjDz5oq/u874mnlIgijW9t1SknnzxsZa8VG9vbhmW/uVxhuuDdZ/idgGao0D2j+iaPH+e7CEPOlYVmIzQHhdAcjvpt5gIGacIJn+nXdp0uUlcmo65MVo8+94K++V8/1o9/c0sp3JU7/+QTlU6NjCHGctnhac3rvmBy8bJlw7L/arv49NN8F2HEOeHIw30XYchZoqcNzMVbfvagdhGaw0FLM9CLiSd+RqNmHaGuZe/I5QsnoczKBVr0k78obdM08wD90VX/VPrQe+H1efrDq69qxZo1uubHNyqVTMrMlMkWJvrYZfo0Lfrg/eo/GQ/SDcP35SAyUy5fHxfN/Or39+jy88/1XYwRJZutzsQ71cUvFqEiNIeD0AxsQ9NOe6tpp71Ly845rbjrWmWWF4LvmANOrfh5/aDZe+ug2Xsrk8nolvsf0vJVq5ROpbTLtB116jFH192wcts0TJn27kefUOycTjzisOE5QJVkMhlJUmIk/U3UADPT48+/qFkzZ/ouCiCJ0BwSPq2BARp3xAVafvu3JUmrH7pB0y/75hbbpNNpXXzGyP7ZPZsf+p+I123cqJfmzVNLc7P23WvPId9/NXVfBBrX40VpNaxeZwRUxXjftDqHhNAcDkIz0A/OOS395Te0/I7vKu7sucCtYcquHktV2xLDMCrEnQ/NlSRdfm74042X+mavGL6h+bB1RErUEkJzOAjNQB+cc/rwPz6r1Q/dWHmHmXb63LVeyhSCyIb+Cv7FK1bKJI0Z3TLk+8ZIQmxG7SA0h4PRM4A+dC54fauBeerH/0ajZoXdr3Y4NTU1Den+fnXX3YrjWKccc/SQ7hcjz4lHH+G7CEOuPHBZHY//Xo8IzeGgpRkYoNn/Pk/J1slKjh7vuyg1bWtD7m2vZ199Te8tWqx0KqWD9tm77wcA29DcOLRf6GoDgStUhOZw8HUU6EP3dNqSlBwzSY3T9yIw98OYlqHrQvHIM89Kkr542SVDtk+MXBvbhmfiHa8qAhfdT0JCaA4HoRnoQ8eCV0u3R82qv0kRhsuYllFDsp+33/9AuXyso/bfb2QN2Ydh8+hzz/suwvBilsmgEJrDQWgG+pBsnVK6nVn5oceShGXs6NFDsp+7H3tCZqbjAh+XGbVjxeo1vosAlBCaw0FoBvow9vCe2do6PnxVLlePs4kNvc6uTkk9k3gMVBzH+tGvfqv2jg4lEkM/EgdGrmQ9/j2Vty67+pgtc6QgNIeD3zqBPrh8ZUjuXPpOxSyB2Lp1xX6j6XR6wI99cd48PfnCS9rQtknjx4xRU2PjUBcPI1hdTm6CYBGaw0FoBvqQXbWwYvntv5mjj/zwXSWaGCt4W5oaGrbrcU+//KoefvoZSYUuHp//5EVDWayak6KfdtVNaG31XQSghNAcDj6tgT4073aIGqburq6l70iScutXKLt6kRLT9/JcstqWyWxfN5aHn35G6VRKX/ns5UNcoto0cdxY30UYcU6ow3GaLUqUBp1zMS3pISE0h4M+zUBfXKyoobm0aOkmpSft7LFAYVi8fLmkQt/kgdp56g5DXZyadf4pJ/kuwoiTqss+zWWn8+14z8EfQnM4CM1AH9rfe0EdH7xSWp72qf9XEaKxdfl4YCeAR557Xldfd70kKUqMnI+m2x54yHcRRpyHn37WdxGGXnngYkbAoBCaw0H3DKAP6UkzKpZbDzvbU0nCMra1MORc1I8TeC6X05PPv6h0Kqkz5xyrPXfddbiLVzMWL1/huwgjTj5fjy2xBK5QEZrDQWgG+tD+3gsVy6mxU3rZEuVGDWDEi6dfLrTkf/GyS5nABMPu2EMP8V2EoVceuIyW5pAQmsPBOwvoQ2psZf/a3PqVnkpSn95bsECPP/eCzIzAjKqI6/BCufLAZcwIGBRCczgIzUAfmnc7SA1T9ygtt3/wssfShGN8a2FUiFwu1+s2j7/won51930yM1161unVKlpNmTppou8ijDjbM3Y4MFwIzeEgNAP90LzbQaXb7e/8wWNJwrF4+TJJ6rX1OJfL6bE/PK9UMqkvniJFfgAAH3BJREFUXPpJTZ86tZrFqx2cJ6uuuYnJclA7CM3h4LdQoB8ap84q3S4fSQO9i9X7T8Qul9UvfvJ9Nbe16bMXnqdo/RJ1rpfMosJ0wGa9D5vVff8W+3eFxxRPPK48jZb/HO+cnHNy2U51LJxXtlvr2f+2FB9vpXKoUJbiBY9WLFf58W3zPqZmkkVqal+pxMa8ulZ8WJj62CJZ94WTxeNUlE2bn1idXD5Xeq0smZIluj/WC+XreU2L+7ZIiiKZrKeMcVzYNkpIUaJ0TOdcoVzF+yVJUaJ0nyWSUhzLubjnxB/nZVGycF/58+5+fWqg68A9jz6hy8/jgl7UBkJzOAjNQB86l8zX0t/8Y2k5377eY2nC4YpB7rE/PK84ziuVTsvFTnHbGjX8+BLts7EwjvPbj/+Nl/J1nPltvfGDj3k5drdjiv+/drvXYlSNJVOa9LE/106f/a7XcixZUV8jlnQsfEMu0+G7GNhOhOZwEJqBbdjw8gOa/42Te1ZECU055yv+ChSQKRMKfXUff+HFivU7ffig9i4GZowsLpfViruu1bRPX60otX3TrA/Gb++5r+rHrIYlv/jbimVLpDyVBNuD0BwOQjPQi7Y3n6oMzJImnnSlxh5+rqcShWXq5In6q89fucX6Jf+9QEt7ekWoYYfdJKmnK4Bzklzhp/3Nf8p3ruf+rSk9pvC4ii4X5V0FzBSlG9U4rTAVeqmbQn9PWmY9ZTErK7fkXLGrRPF4bmvl7e7SECUkFxe7e0SFx7q4p/xRVHxdXM9xtVkXhyhZ7NJhcrmuwhTK3eUqHkfF17bQ+u961psVupMUn0/hsXHZ87DCsYpdNkrbyBXKGOeKr3lUeo4WJeTivFwuW+xyUvZaFZ/7Ft1VqmTJipVqamysu6nLcxtXl26P2vNIWZLQHBJCczgIzUAvVt79H1usW3X/f2nMASdr3JEXeChRnSib7GTqRX+rHT/5916KsWruXM3+9Ly+N8SguTjWCxf0TF3tK9RFkSlhkS49+0wvxx82ZWFr2iX/5LEg2B7dE0ARmmsfo2cAvUi2bmUSE+e04D//pHDxFbZPeSspJ4mRoWLiDX8XAjrXc6FmXamR1xfbp7ulOe7t4mfUDFqagV5Mu/Sf1bzrQcqs/FBL/vvrpfW5DasUZzqVaGrxWLpwWdTT4ujqcJIJbMnFPV8yffa37cpk1FiHYzTzngob3TPCQUsz0Iso3agJcy5Vds3iivWth55FYB6MshN8d/9Z1DeXy5RuW9JfaHXOSVH9tcSWB+XyAI0wEJrDQWgG+rDqwZ+Ubrcedo52veo3HksTvvKLwByheURw2bLQnPD3A6eZKZ+jJRa1hdAcDkIz0JeyPoKtB5/hZaisulI+cgJ9+EYEl8+WbvvsnpFKJpVI1OFpj+sEgkZoDkcdfnoAQys5ZlLp9vrn7/JYkvpgZaNn0P9yZIiznaXblvY3hXUykVDkabi74VTRp5lfb4JDaA5H/X16AEOtbKSM3IaVHgtSJ8r7XBKaR4Z8WZ9bjy3NrWNGq6Ory9vxh03ErzchIzSHo8/QbGaNZvasmb1sZq+b2d8X159gZi+Y2WtmdpOZJYvrIzO72cyeNLPZxXVzzMyZ2Vll+73TzOYM0/MChoRzTtm1S0vLTTP281ia+kCfZviUyWb73ig0DDkXNEJzOPrT0twl6QTn3P6SDpB0mpkdJekmSRc75z4i6UNJlxe3P0XSM5LOk1Q+3/AiSf93qAoOVEPcualiedW9/6muFR+oa8UHyrdv8FSqwJW3inGSADDCEZrD0WdodgVtxcVU8V9eUpdz7u3i+vsldU+RlpAUF/+Vf+V9WdJ6M6uclxioYYmmFk279OqKda99fqZe+/xMvXRJq16+Yoo+/M8/VceC1z2VMETlFy3R0jzieKzzFatXK6rHltjyLhn1+PzqHKE5HNafSjKzhKTnJe0u6fuSvibpA0kXOOeeM7NrVWiN3rfYTeNnkmZI+mPn3KvFbhh/Kelbkv6fc+44M7tT0redc3O3cjz38MMPD8XzQ5m2tja1tDC+8PbIrl2q7Jol29wmOWai0pNm9LmvkV4PuQ0rlVm5QFLhIsv0pJ29lGOk10M1uWyXOha8JkmKUg1q3PkjFfdXqy5WrlmrOI41ZeKEYT9WNXUteVv5jo2SpMYdZylqGr1d++E94Ucul9PLL7+sVCql/fbbj3rw4Pjjj5dzrs9vnP0aMNM5l5d0gJmNlXSrpNmSLpb0PTNrkHSfpFxx21zxvq3t5zEzk5kd09cx58yZ05+iYQDmzp3L67qdXD6vt79xktpem7vN7WZ//2017rjHNrcZ6fWw8r4facGdfylJmnjSlZrx8R95KcdIr4dq6lz8tl7/wWmSpIapu+sjl82vuL9adXHtzT9Te0enPnHhBX1vHJC3/ubvS59Ns/7hIY3ed8527Yf3hB/Lli3TySefrMmTJ2v58uXUQw0b0Cjzzrl1ZjZX0mnOuW9LOkaSzOwUSbP6uZt/UqFvc66vDYFaYYmE9vj6XVr33J1Kj5+mUXscpnz7BrW99ZTe/efS9a3a8NK9fYbmkY4h50ae8glNXN7fR38uny/9FF5X+Fk/aHTPCEd/Rs+YVGxhlpk1STpJ0ptmNrm4rkHSVyX9Z38O6Jy7T9I4Sftvb6EBH6KGZo0/+iK17H20LJlScswEjdrj0IptEs1jPZUuIOXj5NKneWSolaDqpHTK35B3w6b8fVSH41DXO0JzOPrT0jxV0k3Ffs2RpF875+40s2vM7Mziuh865x4awHH/SdLtAy8uUFvaXn+0Yjnfvk4b33hMqbE7aMl/f11dS99RevIuirOdGv/RT2rCnEs9lbR2VEzEQEvzyGC1cfGnqfLq9LrBkHNBIzSHo8/Q7Jx7RdKBW1l/laSr+nOQ4sV+c8uW71CdfnZhZFv4oy9ssa79vRckSRue/73a3nhU2vuT1S5WbSE0jzgVXTKiAfUKHFpmiuswmDhCc9AIzeHgdxxgEFpmH6dEy7h+b7/q/h+pc/GbWv3Iz0sjSIw0FtE9Y6RxmY7S7Sjd5K0cZvUaTHqek9EeFRxCczg8fuUHwpcaO1n7fPclrX3qd9r01lNq//AVdS2dL8WxoqbRmnLOV5RsGa9VD92gjvdelCTFXe364F//TEokNf6YT2rGn/1IUarB8zOpovKWZo8XhaF6XK5nFj5L+utTnIgixXEdBpPysBXRFhYaQnM4CM3AIKUn7awpZ39J0pckFYJg19J3lBw7RcliK/Sk0/9cS3/9D1r6y2/0PDCf05q5P1XcsVG7fe3W6hfcE0v0hCZC88gQZztLt31/QYxjft1AbSE0h4PQDAwxSyTVOH2vynVm2vETf6f0+GlasaS94r51z9ym/Kb1UhQpsZ2TEoSk/EJA0ad5RHDZrtJtSzV6K0cikZQs2/eGQBURmsPB7zhAFU08+Uo1Tt1yHOeXLh2rl6+YohV3/buHUlVZ2ZBYjj7NI0KcqY2W5sisvPsvUBMIzeEgNANVZsm0bCvBwWU6tPD6/62FN3zFQ6mqp+JCQH4qHxFcLlO6bcm0t3KYWX12z+DLZ9AIzeGgewZQbVFCO13571r8068q37a2cOFO2Yl85d3f1/TLvlUxi1o9Kb8ojOGxRgaX76nz+QuX6JbrbyiMmWwmM9P0MS367g03yzmnqDgsXCKRkORkZooskpNTIooURZEiM40dM0br29okSTtMmKB0Oq2Fy5YpGUUa09KiTDarrkxWyYQpjqXYOW3YtMnPCzDMyoduNJ9D+mG7EJrDwbsL8GDSKX+kiSdcIUnqWPi65n25Zyj0xul7121glqS4qye4JJrHeCwJqqbsy1EiEakxnZZzTq54l5kpiqJCK7BJLnaK41hxHBe2cU6xcxXhYu2GjXLFdWvXrS+NvxyZafmq1aVeGFYYZ660PHP6tKo97WqpGO88keh9Q9QkQnM46vfMDNS47qG3Vj98U8X66Zdf46M41VMxjTYniRGhrM53nbajTrnskoq7586dq4suOL/apaofjnGaQ0ZoDgd9mgHP4q7K0TQaJs/0VJIqoUvGiFMxYgpX4g09ZgQMGqE5HIRmwLPJp/+5VNYd462vH6v2D17xWKIq4iQx8lDnw4vQHBxCczgIzYBnTTP21e5fu600fm12zRK99dcfVcfCNzyXbJhwUh9xyvvoM6ENUInQHA5CM1ADWg85Q7t//c7SctyxUYtuuspjiYZR+ZBfTPk7IlSE5pjQDJQjNIeDMxZQI5p3O7hiefO+zvWivKWxsq8r6lZZPdPSDFQiNIeD0AzUAJfP6eVLx1Wsm3z6FzyVZpiVD49FaB4RomTPZD7lE50AIDSHhNAMeJbbuEavXDm9Yl3LPsdo7GHneCoRMMTK+7ETDIAKhOZwME4z4NnKe36g3LrlFetm/ePcyumm6wkBauSpGJubKZ+BcoTmcNTpWRkIhyVSFcv7Xr+ofgOzRGgegbon8pE2m0YdAKE5IHV8ZgZqn3NOS3/9D6Xlln2OVXpC/U3zW6knNDtaHUeE8i+GMX2ahwFhK2TGMJzBIDQDHrlsV8UoGY3T9/JYmuqg1XHkidKNpdsu2+mxJPWJEWnCVh6aaW2ubYRmwKPyMCFJzbsd4qkkVVR2UqjrbigosRSjZwyrirHPuVQpZITm2sYZC/DEOadFN3+tYl3Tzh/xVJoqKu+SYXwEjQRRuql0O87Q0jzUXFn3DH7qDxP9msPAV1LAk5V3/0DLb/1WxbrsmsVa+8Rv5OK88u3rFXe2KWoaLYsSsihZODnmc3L5rFycl+J4sw9ZV2jJNVOh77Dradl1TpIrbB/nC/2J47iwn3xOLs4XZmuL84V1pb7Hhce7fE5xV3vh2NkuxdmuwpjLzhUfmy988Pd60jYpirTh+d+XreIEPxJUhOY6nbQHGAwzk3OO0FzjCM2AB9l1K7TwJ3+xxfr3rvm4h9L4Q//LEaLiFwVCwVDqXPyWuha/5bsYGCRamsPAb6OAB3Fnm8R0wmo9+AzfRUAVuGxX6fbmQyxicFbe88OK5ahptKeSYDAIzWGgpRnwoGGHXbXr//md1jzyU7lcVs7FMosKI0tECVmUUNTQrKhptFxXh5yL5fJZSSZLpkrdNZRIyLRZFwezyvGPKy62K3SfsCghWVS4EC9KyBLJnn0Wj19oEbSefVqkROMoKZFUlG6SJdPF/RT3FyW2Pe6yc5KLC91CnFPD1N3VtNM+Q/OCoqblO9tKt6PGFo8lqT/ZtUtLtxOjJ4yAISvrE6E5DIRmwJNxR56vcUee77sYwLArfOErsGTaY0nqT+H6g4IZn//hNrZELSM0h4HuGQCA4VU+jnCS7hnDhgtrg0VoDgOhGQAwrMpnAaRP8xAjZNUFQnMYCM0AgGFVPqFJRPeM4UNLc7AIzWEgNAMAhlfFjHWcdoZU+WRBCBahOQx8egEAhll5EKA1dCi5iv7itOKHitAcBkIzAGBYlY/wwIQ2Q6vitWVa+mARmsPAOwwAUD30ux1a5d0z+EISLEJzGAjNAIDhVdYCWt4yisFz5f3F+UISLEJzGAjNAIBhVdFtgAvXgC0QmsNAaAYADCv6NA8fKx+NJOYLSagIzWEgNAMAqoguBEOL17MeEJrDQGgGAAwzgkB18DqHitAchqTvAgAARo5Nbz+txT/9K7l8ttBtwzllWw/Wgh99QS6XkYvzMplcMQCaRVKUkCWSpa4diaYxUiIhyYrdE4qtrWaSWc/j47h4jLjw2ERSZpGci6U4L5fPlf4pzlUEFosSGnvYOWrcebYsSsiipCyRLO6jp3V37RO/0dqnfyeXy0oWVdynKFEon0XFi/SK5XVOrnj8rY5hvZUL+lwuI5ftKvyfyyrOZeRyXepc/FbPNnTPCJZxEWcQCM0AgOG12fjBy275ZsVy9sxva+Xv/6OaJeqX5bdds/U7zArDu5VNLFILLMEpPXS0NNc2umcAAIZV086zFTW2+C7G0HGu5gJzw9Q9NHr2cb6Lge1E94ww8LUUADCsEk2jtc93X9K6Z29TnO2SJFkiVegyYaa1bpp2+ty1hWmgo4QkVxqmrtSNIc6Xulrk2zcUujgUu2AUuMK6zbpYKIoKXTLifM8+LCp197BEUpZI9XSlkLT26Vu16c0nlGgZ1/O4fE4un+11hIrxx12q1kPPKgTqbi6WyxfKXFFes9Kxe1rhi4/rLTQlkopSjbJkWpZMKUo2yJKp4nJajdP2kiUYmSRUhOYwEJoBAMOuYepumnLOV7Z637y5czV5zkVVLlHveiunVAw13X2liyE8ShUCLLC9CM1hIDQDANBPZiYlErTqYkgRmsNAn2YAAACPCM1hIDQDAAB4RGgOA6EZAADAI0JzGAjNAAAAHhGaw0BoBgAA8IjQHAZCMwAAgEeE5jAQmgEAADwiNIeB0AwAAOARoTkMhGYAAACPCM1hIDQDAAB4RGgOA6EZAADAI0JzGAjNAAAAHhGaw0BoBgAA8IjQHAZCMwAAgEeE5jAQmgEAADwiNIeB0AwAAOARoTkMhGYAAACPCM1hIDQDAAB4RGgOA6EZAADAI0JzGAjNAAAAHhGaw0BoBgAA8IjQHAZCMwAAgEeE5jAQmgEAADwiNIeB0AwAAOARoTkMhGYAAACPCM1hIDQDAAB4RGgOA6EZAADAI0JzGAjNAAAAHhGaw0BoBgAA8IjQHAZCMwAAgEeE5jAQmgEAADwiNIeB0AwAAOBRFBXiGKG5thGaAQAAPOpuaY7j2HNJsC2EZgAAAI/onhEGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgEaE5DIRmAAAAjwjNYSA0AwAAeERoDgOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHoc/QbGaNZvasmb1sZq+b2d8X159oZi+Y2Utm9riZ7V5c32Jmd5jZQ2a2Y3HdFWYWm9l+Zft9zcx2GZ6nBQAAEAZCcxj609LcJekE59z+kg6QdJqZHSHph5Iucc4dIOm/JX29uP2lkq6T9EVJ/7tsP4sk/d+hKjgAAEA9IDSHoc/Q7Araioup4j9X/DemuL5V0pLi7YSkuPjPynZ1p6TZZrbnEJQbAACgLhCaw2D9qSAzS0h6XtLukr7vnPuqmR0j6TZJHZI2SDrCObfBzMZK+oWkRkmfds4tMrMrJB0i6VlJJzrnLjez1ySd6Zz7YCvHcw8//PCQPEH0aGtrU0tLi+9ijHjUQ22gHmoHdVEbqAd/5s+frw0bNmiPPfZQFEXUQ5Udf/zxcs5ZX9v1KzSXNi4E4lslfUHSP0j6lnPuGTO7StKezrkre3ncFSqE5r+Q9Lqk0yT9j7YRmvm2NfTmzp2rOXPm+C7GiEc91AbqoXZQF7WBevDn9NNP1913360777xTo0aNoh6qzMz6FZoHNHqGc26dpLmSPiZpf+fcM8W7fiXpqH48PifpO5K+OpDjAgAA1Cu6Z4ShP6NnTCq2MMvMmiSdJGmepFYzm1Xc7OTiuv64sbiPSQMuLQAAQJ0hNIch2Y9tpkq6qdivOZL0a+fcnWb2R5J+Z2axpLWSPtufAzrnMmb2b5Ku3d5CAwAA1AtCcxj6DM3OuVckHbiV9beq0L+5T865G1VoYe5e/jdJ/9bfQgIAANQrQnMYmBEQAADAI0JzGAjNAAAAHhGaw0BoBgAA8IjQHAZCMwAAgEeE5jAQmgEAADwiNIeB0AwAAOARoTkMhGYAAACPCM1hIDQDAAB4RGgOA6EZAADAI0JzGAjNAAAAHhGaw0BoBgAA8IjQHAZCMwAAgEeE5jAQmgEAADwiNIeB0AwAAOARoTkMhGYAAACPCM1hIDQDAAB4RGgOA6EZAADAI0JzGAjNAAAAHhGaw0BoBgAA8IjQHAZCMwAAgEeE5jAQmgEAADwiNIeB0AwAAOARoTkMhGYAAACPCM1hIDQDAAB4RGgOA6EZAADAI0JzGAjNAAAAHhGaw0BoBgAA8IjQHAZCMwAAgEeE5jAQmgEAADwiNIeB0AwAAOARoTkMhGYAAACPCM1hIDQDAAB4RGgOA6EZAADAo+7QjNpGaAYAAKgBtDTXNkIzAACAR3TPCAOhGQAAwCNCcxgIzQAAAB4RmsNAaAYAAPCI0BwGQjMAAIBHhOYwEJoBAAA8IjSHgdAMAADgURQV4hihubYRmgEAADzqbmmO49hzSbAthGYAAACP6J4RBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBkIzAACAR4TmMBCaAQAAPCI0h4HQDAAA4BGhOQyEZgAAAI8IzWEgNAMAAHhEaA4DoRkAAMAjQnMYCM0AAAAeEZrDQGgGAADwiNAcBqvFCjKz2isUAAAA6tGHzrld+tqoJkMzAAAAUEvongEAAAD0gdAMAAAA9IHQDAAAAPSB0BwQM/uJma0ws9fK1o03s/vNbH7x/3HF9VeZ2UvFf6+ZWd7Mxhfvu9jMXjCzvyguf9HM/rVsn9eZ2QNly18ws3+r3jOtbQOph+J9c4r18LqZPVK2nnoYpAG+J+aY2fqy98Xflj2GuhiEgb4nivcfWvxcurBs3ZeK9fCJ4vL3uuukuHyvmV1ftvwdM/vy8D67cAzw/XCOmb1SfC88Z2YfLXsM9TAIA6yHS4r18IqZPWlm+5c9hs+lGkNoDsuNkk7bbN3XJD3onNtD0oPFZTnnrnHOHeCcO0DSX0l6xDm3pviYiyUdKukIM2uR9KSko8r2eYCkVjNLFJePkvTEMDyfUN2oftaDmY2V9ANJZzvnZkv6eNljqIfBu1H9rIuix7rfF865fyhbT10Mzo0aQD0UX8dvSbq3bF2LCnVwmKRPFVeX6sHMIkkTJc0uOwb1UOlG9b8eHpS0f/Ec8VlJ10vUwxC5Uf2vh/clHeec20/SP0r6r7LH8LlUYwjNAXHOPSppzWarz5F0U/H2TZLO3cpDPynpF2XL1r3L4u0XJc0ysyYza5XULuklSfsWtztKhTcrNOB6+JSkW5xzC4qPXVH2GOphkAbxntgcdTEI21EPX5D0O0m9vR+6PaGekDBb0muSNprZODNrkLS3CnUFDawenHNtrmf4rFHqed2ph0EaYD086ZxbW1z/tKTpZY/hc6nGJH0XAIM2xTm3VJKcc0vNbHL5nWbWrMI33j8vW32LpOck/cw5t7G43UsqfKNtkvSMpPmSjjKzFSoMTbhw2J9J2Hqrh1mSUmY2V9JoSdc6524u3kc9DI9tvSeONLOXJS2R9JfOudeL66mLobfVejCzaZLOk3SCCq+vittsNLNXVaiHa4rrlphZzsx2ViEQPCVpmqQjJa2X9IpzLlPF5xSiXt8PZnaepKslTZZ0RnEb6mF4bPNcXfQ5SXeXLfO5VGMIzfXvLElPlHXNkHPuJvV84+3W3ZLQpMIH4nxJfy1ppfjmOhhJSQdLOlHF19bMnnbOvU09VN0LkmY459rM7HRJt0naQ+I9UWX/Kumrzrm8mVXc4Zy7WoUQV667Ho6S9F0VwtpRKoQ16mEQnHO3SrrVzI5VoWvAScX11EOVmdnxKoTmUt9yPpdqD90zwrfczKZKUvH/FZvdf7Equ2b0pruv1JEqvBHnSdpH9JHqr97qYZGke5xzm5xzqyQ9Kmn/XvYhUQ9DYat14Zzb4JxrK97+vQq/AEzcxn6oi8Hp7T1xiKRfmtkHki6U9AMz21YXmu562FeFbgFPq1An1EP/9HWO6O5OsFs/3w/Uw/bptR7MbD8V+pSf45xb3cd++FzyiNAcvjskXV68fbmk27vvKPZ5Oq583TY8KekISZOccyuKfd1WqtAPi2+vfeutHm6XdIyZJYtdZQ5X4UOuN9TD4G21LsxsBys2bZrZYSp8/m3rBEVdDM5W68E5N9M5t0txytrfSvoz59xt29jPE5LOlLTGOZcv/mo2Vj2hAdvW2/th97L3w0GS0tr2+4F6GJze6mFnFbphfNo593Y/9sPnkkeE5oCY2S9U+HDa08wWmdnnJH1T0slmNl/SycXlbudJus85t6mvfRcvRFgp6fWy1U+p0Nft5SF6CnVhIPXgnJsn6R5Jr0h6VtL1zrnXtr5n6mGgBvieuFDSa8U+zf8m6eKyC6G2QF3033Z8Ng3EqyqM1vD0ZuvWF3+9QdEA6+ECFd4PL0n6vqRPbOv9IOqh3wZYD38raYIKv7i8ZGbPbWvffC75Zdt+jwAAAACgpRkAAADoA6EZAAAA6AOhGQAAAOgDoRkAAADoA6EZAAAA6AOhGQAAAOgDoRkAAADoA6EZAAAA6MP/B7feir/RKfIvAAAAAElFTkSuQmCC\n", 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" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Plot CWA envelope\n", "for i, geom in enumerate(boundaries):\n", " gbounds = Polygon(geom)\n", " intersection = gbounds.intersection\n", " geoms = (intersection(geom)\n", " for geom in boundaries\n", " if gbounds.intersects(geom))\n", " shape_feature = ShapelyFeature(geoms,ccrs.PlateCarree(), \n", " facecolor='none', linestyle=\"-\",linewidth=3.,edgecolor='#cc5000')\n", " ax.add_feature(shape_feature)\n", "\n", "fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## WFO boundary spatial filter for interstates\n", "\n", "Using the previously-defined **envelope=merged_counties.buffer(2)** in **newDataRequest()** to request geometries which fall inside the buffered boundary. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using 225 interstate MultiLineStrings\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "request = DataAccessLayer.newDataRequest('maps', envelope=envelope)\n", "request.addIdentifier('table', 'mapdata.interstate')\n", "request.addIdentifier('geomField', 'the_geom')\n", "request.setParameters('name')\n", "interstates = DataAccessLayer.getGeometryData(request, [])\n", "print(\"Using \" + str(len(interstates)) + \" interstate MultiLineStrings\")\n", "\n", "# Plot interstates\n", "for ob in interstates:\n", " shape_feature = ShapelyFeature(ob.getGeometry(),ccrs.PlateCarree(), \n", " facecolor='none', linestyle=\"-\",edgecolor='orange')\n", " ax.add_feature(shape_feature)\n", "fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Nearby cities\n", "\n", "Request the city table and filter by population and progressive disclosure level:\n", "\n", "**Warning**: the `prog_disc` field is not entirely understood and values appear to change significantly depending on WFO site. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Queried 1205 total cities\n", "Plotting 57 cities\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "request = DataAccessLayer.newDataRequest('maps', envelope=envelope)\n", "request.addIdentifier('table', 'mapdata.city')\n", "request.addIdentifier('geomField', 'the_geom')\n", "request.setParameters('name','population','prog_disc')\n", "cities = DataAccessLayer.getGeometryData(request, [])\n", "print(\"Queried \" + str(len(cities)) + \" total cities\")\n", "\n", "citylist = []\n", "cityname = []\n", "# For BOU, progressive disclosure values above 50 and pop above 5000 looks good\n", "for ob in cities:\n", " if ob.getString(b\"population\"):\n", " if ob.getString(b\"prog_disc\") > 50:\n", " if int(ob.getString(b\"population\").decode('UTF-8')) > 5000:\n", " citylist.append(ob.getGeometry())\n", " cityname.append(ob.getString(b\"name\").decode('UTF-8'))\n", "print(\"Plotting \" + str(len(cityname)) + \" cities\")\n", "\n", "# Plot city markers\n", "ax.scatter([point.x for point in citylist],\n", " [point.y for point in citylist],\n", " transform=ccrs.Geodetic(),marker=\"+\",facecolor='black')\n", "# Plot city names\n", "for i, txt in enumerate(cityname):\n", " ax.annotate(txt, (citylist[i].x,citylist[i].y),\n", " xytext=(3,3), textcoords=\"offset points\")\n", "\n", "fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lakes" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using 208 lake MultiPolygons\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "request = DataAccessLayer.newDataRequest('maps', envelope=envelope)\n", "request.addIdentifier('table', 'mapdata.lake')\n", "request.addIdentifier('geomField', 'the_geom')\n", "request.setParameters('name')\n", "\n", "# Get lake geometries\n", "response = DataAccessLayer.getGeometryData(request, [])\n", "lakes = np.array([])\n", "for ob in response:\n", " lakes = np.append(lakes,ob.getGeometry())\n", "print(\"Using \" + str(len(lakes)) + \" lake MultiPolygons\")\n", "\n", "# Plot lakes\n", "for i, geom in enumerate(lakes):\n", " cbounds = Polygon(geom)\n", " intersection = cbounds.intersection\n", " geoms = (intersection(geom)\n", " for geom in lakes\n", " if cbounds.intersects(geom))\n", " shape_feature = ShapelyFeature(geoms,ccrs.PlateCarree(), \n", " facecolor='blue', linestyle=\"-\",edgecolor='#20B2AA')\n", " ax.add_feature(shape_feature)\n", "fig\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Major Rivers" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using 1400 river MultiLineStrings\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "request = DataAccessLayer.newDataRequest('maps', envelope=envelope)\n", "request.addIdentifier('table', 'mapdata.majorrivers')\n", "request.addIdentifier('geomField', 'the_geom')\n", "request.setParameters('pname')\n", "rivers = DataAccessLayer.getGeometryData(request, [])\n", "print(\"Using \" + str(len(rivers)) + \" river MultiLineStrings\")\n", "\n", "# Plot rivers\n", "for ob in rivers:\n", " shape_feature = ShapelyFeature(ob.getGeometry(),ccrs.PlateCarree(), \n", " facecolor='none', linestyle=\":\",edgecolor='#20B2AA')\n", " ax.add_feature(shape_feature)\n", "fig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Topography\n", "\n", "Spatial envelopes are required for topo requests, which can become slow to download and render for large (CONUS) maps." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[]\n", "Number of grid records: 1\n", "Sample grid data shape:\n", "(778, 1058)\n", "\n", "Sample grid data:\n", "[[1694. 1693. 1688. ... 757. 761. 762.]\n", " [1701. 1701. 1701. ... 758. 760. 762.]\n", " [1703. 1703. 1703. ... 760. 761. 762.]\n", " ...\n", " [1767. 1741. 1706. ... 769. 762. 768.]\n", " [1767. 1746. 1716. ... 775. 765. 761.]\n", " [1781. 1753. 1730. ... 766. 762. 759.]]\n", "\n" ] } ], "source": [ "import numpy.ma as ma\n", "request = DataAccessLayer.newDataRequest()\n", "request.setDatatype(\"topo\")\n", "request.addIdentifier(\"group\", \"/\")\n", "request.addIdentifier(\"dataset\", \"full\")\n", "request.setEnvelope(envelope)\n", "gridData = DataAccessLayer.getGridData(request)\n", "print(gridData)\n", "print(\"Number of grid records: \" + str(len(gridData)))\n", "print(\"Sample grid data shape:\\n\" + str(gridData[0].getRawData().shape) + \"\\n\")\n", "print(\"Sample grid data:\\n\" + str(gridData[0].getRawData()) + \"\\n\")" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "623.0\n", "4328.0\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "grid=gridData[0]\n", "topo=ma.masked_invalid(grid.getRawData()) \n", "lons, lats = grid.getLatLonCoords()\n", "print(topo.min()) # minimum elevation in our domain (meters)\n", "print(topo.max()) # maximum elevation in our domain (meters)\n", "\n", "# Plot topography\n", "cs = ax.contourf(lons, lats, topo, 80, cmap=plt.get_cmap('terrain'),alpha=0.1)\n", "cbar = fig.colorbar(cs, extend='both', shrink=0.5, orientation='horizontal')\n", "cbar.set_label(\"topography height in meters\")\n", "\n", "fig" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.6" } }, "nbformat": 4, "nbformat_minor": 1 }