{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%load_ext load_style\n", "%load_style talk.css" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Read SST and Visualize in different projections\n", "\n", "This notebook only shows how to visualize SST dta in several projections.\n", "\n", "About masking land, two methods are illustrated:\n", "* use to mask array to multiply sst data\n", "* set SST's maskarray using its own nan values\n", "\n", "In fact, we can set SST's maskarray using the land-ocean mask array. It is showed in the following notebooks." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Load basic libraries" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np\n", " \n", "from netCDF4 import Dataset # http://unidata.github.io/netcdf4-python/\n", "\n", "import matplotlib.pyplot as plt # to generate plots\n", "from mpl_toolkits.basemap import Basemap # plot on map projections\n", "\n", "from matplotlib.pylab import rcParams\n", "rcParams['figure.figsize'] = 15, 6" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Read skt and mask data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1 read skt" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(687L, 94L, 192L)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ncfile = 'data\\skt.mon.mean.nc'\n", "\n", "fh = Dataset(ncfile, mode='r') # file handle, open in read only mode\n", "skt = fh.variables['skt'][:]\n", "lon = fh.variables['lon'][:]\n", "lat = fh.variables['lat'][:]\n", "fh.close()\n", "\n", "skt.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2 read mask and make ocean=\"1\"" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lmfile = 'data\\lsmask.19294.nc'\n", "lmset = Dataset(lmfile)\n", "lsmask = lmset['lsmask'][0]\n", "\n", "lsm = lsmask + 1\n", "lsm[lsm<1.0] = np.nan" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Calculate yearly SST climatology in the first year (1948)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "skt_y1 = np.mean(skt[0:12,:,:], axis=0)\n", "\n", "# masking over ocean\n", "sst_y1 = skt_y1*lsm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Have a dirty look without projections" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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qKgFwzN8U9Vz60tFKIK54epzdUD+rgrnPOw19H9oHRJ70oMqzQm9beo4k6rT3\nzJRzz3htp/oBxPe5rV/LGRpipRpFmZWgNhxdm5U6aAb9zhxrfPNLCCGEEEImBk5+CSGEEELIxMDJ\nLyGEEEIImRjGqvkVhIHWw+pKtO5jITSTZZZ/P/UdyTLquwhZX4TpWPvVmi70mZ6uratTpzraU4/8\n5JvA0SoNaWva2HGp9KJend5zy/a5ri1abh1RTyq0FVkSORZLVfSLXaf52JqseDcTrHZSWzqZOnSf\nraXTTLO4dr/75RdEZXvarcHyBQ9+Q7qTZEVytcEAcPRbCh3nZWeOz9psJS5/xpnJMp0G3CrM9Xi3\nNmiideyNes8AaxuW0vl6lmsl6zGk75lI1ytpizSvPe9ZWNpPPWY+f2r8jddDvvKcZD3/9Xt/CwCQ\nS99yYXIj3W7ORoQQQgghhOwLcPJLCCGEEEImhrHKHo7dcujAquLhX31WcjtrZ1YXSh0IWV9c8X/S\nmdQ0x33yNdG6OCF2LyOa3rbRTFv9HPOJ10br0zNFeK+UxS0zvOfZAtUNEXqhUd9eLE10jipkz/OI\n+lKSS1SXqdTNmlWyUVL1aAkEEFts2oyg3+BvycgIzXrXdi352eNfNljWEikA6Kpx1DUZBqEUnVPN\ndHZDawXrkbo37N915jZrSzYVlaVlD66UwvMYq6A5+/R9z0qWzTbbWdvlwDe/hBBCCCFkYlhx8isi\nh4rIf4rIj0TkYhF5Tv/v+4vIF0Xk0v7/t42+u4QQQgghhNQn583vIoAXhBDuCOCeAP5SRH4bwEsA\nfCmEcAyAL/XXCSGEEEIIWbdIyM1tubSDyGcAvKv/36khhGtF5A4Azg8hHOftu+34A8ID3/tHAIDz\n7n12vR4TQvYZjj2v0Pb+5DFFitzjP/XqaDuJ9Kz59WvNnZcytGFsh6ytVwqvzlJKdadOXU+uLVAV\nu7RcLe8otLX2uHMvn1dHXc30tNIzenW2O7Hd5i0LM4Nl2qBNBkcpLW/peaC1/Y5lmX2utJT12Uwr\n1pxvbKlU71NxqvdppQ92tbUKm1LYsyXLr9N7xuTrlPV3Ex3nfu2G+P3solpf7C7/7vY/z/gkfn3J\n9Ss+ZippfkXkCAB3AXABgINCCNcCQP//B1apixBCCCGEkHGTPfkVkc0APgnguSGEWyrs9zQR2SEi\nO+ZvmqvTR0IIIYQQQoZCluxBRFoAPg/g30IIb+v/7ceoKHs45ZRTwo4dO4bQbULIvsAd//n/Gyxb\nS7EUXRPEJ32rAAAgAElEQVTuKtkJKbScwIYutXyiVOa07z0x9X6lcH9mFrRc+UJt6zHHgs077iqS\niLryCY3up7Vm0mFaezxWipJb55QTtu2qMzO/GDuEfvF3357cb5I48sNF1rOfP+FlzpbrB21xaLOx\n6efRDx4ZWy966Geah33ezSoZxJaZ+ahs28yewfLGqYW4ntzMcM6Tq+79qqUOuf0Aqkkd4rJiv7bZ\n7tx7nAMAEJELQwinrNSHHLcHAXAOgB8tTXz7fBbA6f3l0wF8ZqW6CCGEEEIIWUtyklzcB8CTAFwk\nIt/r/+1lAN4A4OMicgaAnQAeO5ouEkIIIYQQMhxWnPyGEL6GdDTsgcPtDiGEEEIIIaNjrOmNSZnT\nLjgjWl/SrQyTP7/wSYPls0/+4NDrJySXkz73ymh902xn2e06Rse7qKynaqc3tnZmjsWXZ3Xm2YZ5\n+Fre7rLbeTq6XO1xr/70seZqh6vobj18u6S8VK1u/dDHGvfZ0xNqpk3qY22RtjjFxKjLoXW+2sIQ\niG0M1xObNhTaWjuG9bcFJ3w2v/9N5ZJn9eeRtt/sp+3MNrViXe+WVtHPTc24TI/x3PFt8WzK9L3n\n2QhWYUpVU+qzaEu2uF8tWf73AgCe/d3HAwAOvOO2k3P6wLuYEEIIIYRMDJz8EkIIIYSQiWGfkj2c\n8e0nR+vn3O39Y21fywuslYcOX+qw3NZWflaUXJ5x4WnROv+FQ9aSu/zLywfLs9Nx2EpnNfrPB7x1\nsHzyF14ebRfZhhmrs0YzL6Q/ZayFmk7Go7rBPS8433SkB15fcvFkCJ7swa3TkyjUzDTlyk0S7dlw\nq1736rD2ZXq/LtJ12v1aSvbQ7Qwn9LsvMzO9uPJG64DvPfx1g2X7zGmo54WdKHlZEfU4WuzEz6qm\nkl5tNnZmB2z4zWD5djO7o7INjULqYOVHKXIzRVbar5E+Vm8/r882U1s7FLoRK4nQee88CUQOnBcR\nQgghhJCJgZNfQgghhBAyMawb2cMzv/OEwbJ9nT3TWFx2GQBefWKRW8PKHF74/cJ6eL4bH+rf3eUj\ntfu6xNLXhUs0ULyu16/uAWBRfb2+oVm8vLfhh6d86ymD5ffd/X21+nXjwsZofZPJCEPIsLn3v794\nsGxDXFs3FOsbptpRWSqr1sxUfJ93nDB3rpxAh66X62eKKl84e+F43d6UecblhvtzJQNVQp65mZ/q\nOieU66wu9aqSPUrjZm2zUgolg7DnRJ+H3TWPe5K4qEJGtGHzoP98XrS+6Fwv/Uw4aHM8VqbVXMO7\nl+04WugUc425Tjzv0I4OB8z8Jiq7nVrf2LBZ3PLumU7m2LT16f3s3CW3H7Zt71mo53htidvrKKnI\nu+56brK9FO/8kVyYsx3vYkIIIYQQMjFw8ksIIYQQQiYGTn4JIYQQQsjEICHU01LV4ZRTTgk7duwA\nALzmB4+IyjY35wbLnoWF1aN4urMzf/vfBsuvvOjRUdmezvRg+a13/rjT672fl/3PHw6WrWbntSd+\netzdIXspWte7eTq26dlvurh/pxvp+9fqbj9w9/cOlh/z9T8fLC8YrZzWiZYyjSVsBG2ZbVtva22v\nrFWhJmVbaKlmKZarPy6ed1W0s95zUtdTRVtb1+ost19eHZ6+2TtHXnt2DKS4pT0brX/4nu/J2o8M\nlz/+xtMHy562W2O/Gdra2jNY3jwVP9O07tbOSTrQFl9pqy5PP2t1vXY9RccZp55NWHSfm3tX19nu\npj8Fs/MHL7ucd+zes+PmzobB8ptP+kRyuxQicmEI4ZSVtuObX0IIIYQQMjFw8ksIIYQQQiaGsVqd\nXXfrpfibix8GALhDa1dU1pIiHNEOcbfmQmuwnBu+A4B3XvKAwfKBrXjb7lTevN/KJfTrem2ztp7Z\nf6rIFjPTaDtbkn2R0y44I3vbc+9xTrLssC2/HizvP70nKtukQoY2DH2rkhh5oWWd1WjahCd12LGK\nnKCJdOY03c9OhfcAus4q6DY8CzOvrSr9XC/YY8i9fp5Vkmfl5p1nDx2mXeymQ7baqhKI5Trn3fvs\n7PbI6jh8442D5S1KNmnlA3peYOULmxrFc2tW4uvqyXXsHCW9nbHxypT5VLnP9RjXx1fFirChnsut\nZn7mNN1Gy8wtZlQ+NtsXT7qxBXPJsmGy9z1JCSGEEEIIqQknv4QQQgghZGLg5JcQQgghhEwMY9X8\nihSalF3d2C5mvluIcvd0p6MyrbOdNboSre+xGh1P7weljTnrklOjomccf/5g+XZTcQpCT6uyXvnR\n7jsMlg+auWUNe0LWAqvjPePbTx4s23vmqTv+dLD8nlP+b1S2fcNNg+XNzdgWSFvgaBtBANit7pmz\nT/5gsp8HTBffAWxTOvXVYC19NFqPZ+9rbz/P5kjjagYdOyGPXDsuz0oot44qdVZpQ9eTmy61bp+9\nOi16PMzLVLKsbLtWTwNOqvHGHz4kWr/ThpsHy5vUPGDWpgbOvJdLZdH4i8dNbp0lzb5kan5LqbfT\n+2l9cAtKryvp7awWXn8SVUoRr46hpGFWx+Np++1+niWbtr0dJXzzSwghhBBCJgZOfgkhhBBCyMSw\nZhnehsXZP77/YHlaFpPbeeEuayviWRnpMN2CsTtJWY4AsVxjTkk8nnrcV5NtETIMnvmdJ0TrOhzl\njfW33+Vj0fqrLnrUYNmO71ec8PlafXvLDx88WN5fSYys7ZC+R21I0MtKpre1oUPvmeCF4/V9n2tZ\ntty2KeLwZNoiyAu9luusJxuo0oZmGFIAT1KSezxeRlB7/bW0wu6nn9n2Ouptb+3EnppWOkTq84Wf\nnRCt62dE7niw17yNZrJM48oOao5TL8uaR/mZkPcOUz/rF+x9oaUTTobdKnIMjTdXsuj2tc0tADzr\n+C8Plp/93ccvu//Hnvhv+MUPb1zxZPLNLyGEEEIImRg4+SWEEEIIIRMDJ7+EEEIIIWRi2Os1v5r3\n/Ph+0bpOXWjxNIRzYdpuPmBWChuVaaON0To3q1nUPPro7yfLCBk1NmW3RuutbJpQXfacO/5HVPbe\nn9xnsGzHvtaX2XtGa+EbSpOWqyWzWP1dri2ZW6er90tLy6ocQ+rYc9OhArFOucp+o8DTTGvq9tOz\nbfI00569nacHnleaxbZJfazbW+zG+92qbDvtfufc7f0gMd+84ohoXetirUZ2Tl2TBaXdrZJSOLrX\nRqDPrTK+vedFw/k2Q6da9vqln73jeE7q62A1v973Wbs6GwbL9ncmBxG5MIRwykrb8c0vIYQQQgiZ\nGDj5JYQQQgghE8NYM7yNGs827P0/uVe0rkMATzr2W7Xa+/Cld0+W7enOROu7zToha4WXFXFWhaMO\nmIqzAW5UMqJPXXaXqOz2U8vLF6oQhyDr1dEw/56frRl+ryu78OrMtSkbRRbJXMuytc5gmQq52pBq\nZGEntkytO1muqmSdagaV5UrS+9lhM9Mt7iebuZT0+OrlRw+W9zcZXGP7ufjkRpZceniba+6P/bSt\nl4e+T+x9Hkl+7PgbgQQjJTHy2rLPfW0oZu8na4uW6ot97ut71MocIjuzbmxnVkfqUAe++SWEEEII\nIRMDJ7+EEEIIIWRi4OSXEEIIIYRMDPuU5tfjycd+Y+h1PuGYelrhUfPtKw6P1u92+BVr1BOyHont\nzGI7wC3NucHy1uaeqExvazWRuels/XS9RR2xCqwCdSWrzn61bcMq9CWl96ubXrgKuTrfKjrlYZwz\nz/KtI2lrpo7o/Uwq7Mz3PV1zrHHK1fhnsxWcdLCqL61GvN0Lv//YwfKbT/pEVr/GzdcvP6rWfjZF\n7qxaP/Gwq6Kyreq5Mm2eIwvq2pZSh6vVjtpv2g5TJ11vLnZ8R88n79kBR6fs4D0nLalnZcl6DGnt\nrsZLee+mhDf3jP6uasFcE31f2hTG44JvfgkhhBBCyMTAyS8hhBBCCJkYJkb2MElYmcP3dh46WL7z\nYVeOuztknXEbJWewdmY6K6LN1KbDWh0Tnsy20nIsdrw6cmUVHr7kwul/BflCZIFk3i244cTEe4gq\n++Ru62VwsufZ21Yfaylwqc5Z3SxX2u7OWtjlWzPFP3FNx9pKn7+OqdNmkdN44eQZZd01G+L7SYfA\nX/eDh0dlrzjh88k6R42WzW0xUo3GCGQ4WgZx2ZV3iMq0DMLeo201JqJ+OdIC7zpWITvDm5dFEFaS\nkz4G77mSukeb9jyo6qtYOTbV78CCGeueNCl6lhi7NJ1F91nHfzm7L8OEb34JIYQQQsjEwMkvIYQQ\nQgiZGDj5JYQQQgghEwM1v2uATud4vyMuG3l7Wud79VWxpmou0gHFHHPotSPsFRkXZ11yarR+6PRN\ng+UDmruismlXN1rozhqOXq2KPVfJviiD2vZfpVS3o03lW0VfOIzUx95+C1rzC0ebZ/BSrlodbtwX\nTz/r6YiVzldt1zTjROt6bVrV6czTbjXSkZ7R2Jk1VZ12zLZCkbrV02Hb86DPuz0n7/nx/QbL21u/\nHiw/7KgfYNRsNKloNVqDO+OcZzuiOuqUWV3v0ep3pmnq1ErRRjDjW6pbI9a957uO1VkVG7KuHg/W\nHtCpR4+OltGta8156tsBIE717n3/4Gn0bbp43bZ9HnSUhZl95vz5cV9JtjEu+OaXEEIIIYRMDJz8\nEkIIIYSQiYGyhzVAZ7S5aOchUZnNfjNsth+SL2W4eOf2wfKmRtqiyhrLtFV0qm1COccfek12+6Q+\nn/jpyYPl27fia7elUWRxszKHlhMC90KLngWSDllnW6J5NkAj2K9KnV790bZu1rjhhF81+hqUttPd\nNNdYh/GtVKOjymadY/Usnay9mLa7s2FavRZZ62XKcXr7aYs0Y92mW7BWUI6bnt6vBSMLSGSlA+IQ\nsrUO1CzYrHFKeqCPwWZcu/cRP0t3OpNLjQxhqzqEXWY86Ixr9lnhPR9aqpqmxHVaKV5OHUD63u6Y\nP+teWvlMI7Ed4EuR9P1rn33eParbt+er7digRXWY9nSd7aAlEF4/zDOg5ntQfZ+3TR1tNab/7Nj/\nrlX/KOGbX0IIIYQQMjFw8ksIIYQQQiYGTn4JIYQQQsjEQM3vGuClc1xP3OmwqwfL37nisKhsi0rb\naS1vIm2Wsae55MqDB8vrSf+7U+nODqugi15LtGXeJqMnPNoR4Gmtnqfxtbjph/V2FeSs6X99Oxpi\np76Os1/dBMnWYkkfn9UXxrpbW6brqKdFzrZqMtXr6+xqFE31npY7KjP2SN651ml9myGtI25GfXZS\nMjvWTGWLNN3HeL9Z9UxrhXR62bpWdNNiUwXnjUi935bGQlSmvxmp+73IDZ0N0fpvtYpvAraYY90D\nrS+N69FHZ/W5mtLV0hrg0ngo8O77qP4KFmwaW3/JWk3RkvR9HtuGGS28Z4sWjXeroU/r61NpkW0d\n7ZA+g1onX9Kt17SHq/tdw7jgm19CCCGEEDIxcPJLCCGEEEImBsoe1hnrKfz+7SsOHyzbzC4LkS2L\nyXik1m34a5Na1xY3VSzY6nLd1YXkwv6rb1aF3nYa651RXwctKbHZo7wsYfs3ihCXvT5+2LlY9v71\nW0UmoOuZlnSfOyUJQV5oTO9n94mzH6UpZ53Kkx64IVxTFtkqOXXmhnA9WYWHDfe7tk06c1+FUKUO\n4XZtnY6cJg7Tmu0Sdk82G5uWRLSdnzFrkdZwwruRDGEEEVtrLxXJP5y7zZNZzFq7thpYu7Tv7Tx0\nsHxwM65/izovt9+elq396urt0Xo7UzIFsSH9NG11/+r7pGyJlq5PH529AtnyLeceLctu0tZg+jq3\nrEVfJA3xMit6si9tHehYJmbek0B8z7RMZsBNRqKz3uCbX0IIIYQQMjFw8ksIIYQQQiYGTn4JIYQQ\nQsjEQM3vGnP0obGe9JZrCr3VWmpPAWCj0pPZ9MYaq0uMUlmabSN9poz2315a4wsAM6q9bslSp1jf\nZPp1varnQEfnVpeGk/53ttFJlmmq6HP19bKaVX29rHbX08i2ROszPTufTI2vOdZG5n4edrR5dXrn\nM9IfmzLfhq0GFQ47uq6l0npaYT3mFoLVyGptv9XWakustLaxpD9W7VurJo1OqwqjNdSUNODapq7C\nu59cTa7VSzYdnWXTOX9W87nEdEk3XCxfbn4vdneL49O2lStx58OuzN5Wo5+Ts2LuhOClp87TA3v3\nZDexDFSwSMvcDoht3jxLQ1tndP1KaZjzUpfbsWLvryVKvxeODZqXjnwhsi4197Kqc9rsN9tMp/Ne\nD/DNLyGEEEIImRg4+SWEEEIIIRMDZQ/rjJu6RQhvdgih3pXQGYI8SyebzSeWL8Rlut9tEyqP1tV+\nw5J46NCfDXnOZ4sD6mXfqosOM3rSE+/6eNhr13Zsr7TUwcvEZMtajqREky1fcC6BrUO354VQLVqe\nUZJZeDtWsHIbJVZu5OGFj+tmLNOUZA/aMq1Sxj8liXBs17Q8wrO3s+gsVy3JD8tOq7Nm7Qg19lzm\nZlBsmf20zVaUGdCrw4zLg1rFmdFyOgC4crHoVxVJhMc1naJ3W4wURR/PxpKdWdoyT5+90jNHlzlS\nO22NWLJaRE1Ue2ULxfRu+hisPWXbyQyn8cZUSgIB+Pe5li/Ye35a7WYtDL06F+qf3bHAN7+EEEII\nIWRi4OSXEEIIIYRMDJz8EkIIIYSQiYGa33XGMOzMLt4Zp5bU9ir2Xzv7qz/MlaxXCuqmwbU6NL2t\ntsNpOTo6D5tG83aN6cFy21iveFpUTyuqNWle2k4v3Wcudz18Z7R+6ZWFhrmK3k/3ec5eoZDWS2o7\nuLZjT+TZmVkajg2aPu/e9dHY7RqRFjmtB66Cf3yqz3Y/T9Psjr/qZKdftfvZtt1TtLxGv1dPXrrU\nlG3Xcmi7J2u7pmk4unWNZy9mtbtePVpn6aWHtmWRXtecIk/L20mUzTr2kDaFsNa3bm7MRmW/1Spa\n+PU1hyDFnm48Mn/RKZ4Y9lmVa5FmLShno2eOsdlSx2CtF2N7xYJh6fVT12C5vsT7FfVU+U1tOfda\nHQ2wm8LYG+tmXY8rW+bdM41KBpzjh29+CSGEEELIxJA9+RWRpoh8V0Q+318/UkQuEJFLReRjIjK9\nUh2EEEIIIYSsJVVkD88B8CMA+/XX3wjg7SGEj4rI2QDOAPAPQ+4fSWClDdo25bYmvqZDL9b2SpfZ\nIIW21rK2a53IXipNOXysMzg11HKMDvcfc2haCjJnQvM6BFQl5K37acOHOuRls9J1Qvror1a2a9tr\nylnisGmVjGTKMsqGC50y75y11DnyLMtsWa5EwpNHaAlGSaISZayL93OzuEWZ2vI1BE0sH261fasr\nidAjqq7cqAqefCIa+16I01pIZcqYPFmCR8MJA+u2S9vJ8tuthCuJiO6nuMy7fvrc2rGRCuO795Z5\nFs6Hwm6sbeQLer+WGcW6L02TAnJWWWJdb+QLu7rFebCZSzX2nHiSs2nHpmy3/l1zpCe5FpG2X262\nRuc5qc/frOmLNtezciM9dsrSGpUx0c2gqSSOzj1SCff5oH/PreRnvJahVcl68ysihwD4AwD/1F8X\nAA8AcF5/kw8AePQoOkgIIYQQQsiwyJU9vAPAi1C8bLgtgJtCGPzT8ioA25fbUUSeJiI7RGTHDTfc\nsKrOEkIIIYQQshpWnPyKyMMBXB9CuFD/eZlNl33HHUJ4dwjhlBDCKQcccEDNbhJCCCGEELJ6cjS/\n9wHwSBF5GIBZ9DS/7wCwVUSm+m9/DwGwep8nkk3dlJQ6nTEQa7is/q7hpI1tJmxmeut5WiNtRWZ1\nZ1saeXVYrZyrDdX7OZZblqjM6Or0mmfhY+2Eth181bJtXXZlnOZZ69Xsv1RzNZ+elm3OaNfm1LHa\nNKRW76zR593T2Va5JhrPzsxD63qr6IFTdaxEfAzpVK2l/XRfatuzpfF1+dW3s9jbNXtsutrJ9H65\naaytrncU9kapVMSrIVVPyX5Q3ZOl7xG0TtTsp7WnzZIVotMvNU5bppfdRjF67HNMa4Btyvs59d2E\ntRDT1ovbti//zKyC/f078bCizsuvivs8HR2r+Z1RJ2nBjmFtJelouRcqpHKO7q+Qt18VTbumlN4Y\ni8myWPMbM6t6dsmV8W/j8Yeu/XRxxXs1hPDSEMIhIYQjADwOwJdDCE8E8J8AHtPf7HQAnxlZLwkh\nhBBCCBkCq/mH6osBPF9EfoqeBvic4XSJEEIIIYSQ0SChZoitDqecckrYsWPH2NojPb55xRGD5QMa\n81HZrIpitBGjrVisXcx0FIaOaTqWWKkQcq4lFRCH8w40WdW8bEUedTOB5fbFOwaNDQlqvCxuVeQE\nOmSn7YmA2FbOyjg2qox8tj1PXpDaztvWtVxz5BcW3c8qdmZ16rfkXvPSfqvq0fqjSuas1HaWtZR4\n1G3Pw8q3UiPcGxvec7gK+vngWXp5eLZ+XibMnUZ6MIyMp3XRfdlknjn6uVWSlGTaoFlK8gm9X7Ik\nPf6qjBW9rWfBVkV6Z7PBaepaf+YgIheGEE5ZaTtmeCOEEEIIIRMDJ7+EEEIIIWRi4OSXEEIIIYRM\nDFXSG5O9lNsqna+X6tFqdGYbaV2vpoq2LKXX9DSktszTVM0r/dWMow319JieptTTov7q6jjPy223\nF3Z0V19lLcyWT+VrUytrPO2u1Yt5qVO1bc9Gxw7HS0PqnQdvPJS1jcuf63llr2Opom+2Fnopuka9\nluqX3bbasWZqfjN1lrka4tXg6co9a6YIq3PUaaU9W7wo/bTpl5P2NtrO61cFPF1v7n5eX6rcv1H9\nTpp571livx9IYdvW7dlvRFrRcvpZZW3QtKbU04mOG09vrJ/n9ly2Ij2w+Z1xbNBmnf00pfFQQ5dd\ntict8FxGvf1K2zrfBenvSazd5hFj0nnzzS8hhBBCCJkYOPklhBBCCCETw1hlDwsL3x9kUfHD6DGj\ntMXYF7FhpRkVxrDWJG3HzkyHoHKzbwFx2LYUwlWb1s/oVRyFtePSWAuaXHmGF3a2oURt22OlDRo7\nhq9X/Y4lF+msarZf2qZMW5RZrBzDk3XoflW55t62Xng+zkhU1DHjPJqsREHXb9tynzNRVjWTrQrp\nTIF1jzUXfW7rykvGIYnQeJZHnixhGJKFKpIEva3XZ+85WbIUU5fB2kTlSkNcW6pIJmLKnDpsXzSx\nnVlcptuYdeQR3vHY56SWdcyaKjc2iiu9q1tXYDJecuck9vdJj/dRWxrabHkLjkSmmVi223r7WTxJ\njn72WqmLzrRnJRB2brMcJ5w4dfKKG4FvfgkhhBBCyATByS8hhBBCCJkYOPklhBBCCCETw9itznLS\nNlodidZS3tSNa7jTYVeDAJdcqbWaMfrcWn2N1vm6ljoVdI9eeluvzlT91naqJWmlkdZqWs2v1y+t\nK7bHFvXTaBQ9fZJOj2ltc7Tudj7kqb+0dRoA3NbZVre9pRGfL308pXOSKRWtYm/nbdtWarBuSG+n\nr3nTjPBGptWP1QrreuyYakdV5tugeUo+zyou954ZNbb33cwB4aUwrtKextWUZl/zGE8H6+qW1Rhe\nCFbvrvWz9a5jN/N+svW3tO2eY1vYLFlJqjqtLZkuM+fZTWerqtnTteMhba+4R+l8r+nMRGWHOe3t\nDZTGcKZFn8X/bVbbOW3rMmtTV9cS0LvPvbGSe/9eXrIIXXmf3DuQb34JIYQQQsjEwMkvIYQQQgiZ\nGMYue0i9Co/CUY7l1rSM2iBk70DLHACg5YQn9bm1YQMvC0uutKFKCDzqlxMGjsOt6Wvu2XbVDSV7\nEg+bNa7h9M3LEBTLOgpsbdsOvirdUQfdtrXb0ZY31g7H/dewOi02HO5lyJuV9GNG39uxDVB8Jtoh\nHWDTkgUrSYjqMXZmUdjRea74Mod8ovskc2h6NoJVyJUX2CPV+9kwrReKrUvqd6CKhZi26mqb/WyI\nP25bWcy5NnJx2Xy37nNGll0GjJRClXVDvbHYECv5qTeO2kFLheJ7clatt00/G0rq0DTZG2/obBgs\n3/uIn9Xq13rlQGWFCcRWkqV7Wy1XkkTo/XRBBSmSlkF40iBrtae3bWeOYUsVqVAzGkfLdzT3zPHN\nLyGEEEIImRg4+SWEEEIIIRPDWGUPXQjm+q+47Str/Vrchqp0thgvk9V64qxLTo3W50IR4H3+Hb9Y\nq06d3cRmydGZeBacL3RLoY8o9GvDD+lQdjMK2dkvidNuArkSCS/LVey+kO/o4OH1WVPqvzov1xt5\ngQ15pZhVYXvrUFEXLXW4yVTZUSHJLY24UI8j78t/G5bTGY9spru2CrnacdRKOi7E3x9HGdfseIgy\nCcUjXIfmbZg+2s/LNObsN268sanHcPk+q5dZKrpaY3CksGHVHErH4zgZ+PWkZQjRdiZMq7f15AS2\nTk/O0E1s59Ex77K0RKHpZdmrEK7Wz47ZRuwZoKVJ+vcOADY25petHwCuXtyW7Nu+hvebEGXiNJd8\nIbq3Y5oJBwn7W+9nYczbzg7vdjRvM7Ky6JnjjX0jvVPShlIZ9Hmw2TzDsm2l4JtfQgghhBAyMXDy\nSwghhBBCJgZOfgkhhBBCyMQwZs0vMNfXIbUcZUkbVl9aaDsu2nlIVHbiYfWsoEbNM44/f9V17DTa\nSY21I1lwtGZafVVXv+hZkVkdoqfXzc0YpSnrROuhLatK2b4qZLfLxcvwtt/BVw6Wb7nm0KKPph9a\nB2YzvHno63q8o5O3NmhaK1qyM8scK3vMZscckqd91udrk7nmmxtF5qcZk7FuPhTaw7kQ2yghpLO4\naXszz8bLWp1ZXbFGt1HOjqWycblWWnmZD0tlbgbDdJ359mnpbwls217GqI6jX0yeWWvR6NZfLFsL\nSK0pLlk6aW26V7/pjKcV1ppFq1GMtLUm65nW6+bStL+pki7T+uCO01b525wCq1NeUO1Zza9uvm3u\nwxsWtyTbnyS857v+3se7F5K2ZysQae0dW0HfMrHe72TDyUxoie4ne8/0xzStzgghhBBCCDFw8ksI\nIekHwqIAACAASURBVIQQQiaG8Wd467+2bpess/JeVttX69+54rDB8l0P37nK3q09F+8swtxbnH+a\nWEsgLxyhQyGlKjPti9qerMIU5dqNeeHdONtXPYulcj/yTJ486zavDSvP0GFuK2HRMog5J3uZDnNH\nVjhOP4A4DB2FzBBn+bPyAg8vG6CVT9TBy4h3qTqGg5rxYyuSs1ipgQpll+x2dPi9lOku77xUyXKW\nW2fdNxJWyqPJlUu4Eh9TlBuYt3U2HDu9KGxb01Ku4VwS7wngZcn0rMdaaow1jDWT/Z1LUpJgFM8E\nLSCoIodoqsB3KcNbZHFp98t7TpazxqnzYOpYUP3eHaajsmFIBPd1js60eNW/M95IcecLaZfEUha3\neD8rk/MsQ/Os91ybv5rZDpfgm19CCCGEEDIxcPJLCCGEEEImBk5+CSGEEELIxDBWzW+ADDQcVg/i\nWWBprV4VW4y9Ea2bKWl2IuuaNG2zHilKS6mC00wn0iaWKGmEHI1s4u+eBqmKPVpUf8myJW3Plm/3\nZOp09mtF4zYu0ymAdWpgqw2ejqyZ0tduGlazWrCpkS6zWu7cNL/e9dpojvVydUxHOLpeD53W/JIr\nY33x/g2lj3Q0lm1HW13Sj0mmPtw5X1aDm6v51VSxJsy1WfP74eiGbV8y7dP8lOZ5evoqxl+5WuEq\nVlBV0iRrcr9lsXr0ZvSsSqd09fql9cHWlixuy9OKm/Yy74um2a4d0lONV130qMHyq0/8TFb9ZHn0\ndxOXm98SrR33Lcticu+T8pxOfyOSN7+zeOM9NfYD0xsTQgghhBASw8kvIYQQQgiZGMYseyhCMV64\nxgsVWQuVabV+/uXHRGWnHnFpjV6uLccfWmTDcjO8VajTlxSkWfBC4LovTjg+N4OT/bver1XBTiqu\n02ZUSmeeq1tnlfBR1Bd1TN51nlP9LGWkirDHmqaTWLbkZukq7Weulw63Wbs2HdrednCRrVFbGALA\nbpUx6n5HxBnjtISkVWGo6Gtps7bpTEJV5Aqe3VjufnXkEZaSBVtNW6BciYRnZ1baK1sSocmzIQOM\ndZvN3KdXHLtIe6/p36SSpVOUFTE/y567bULeV+V3U0sUrOyhEWU3jO/0TnTNnUys1nZNdFk8tdBW\nZ/s15qKyQ6ZvTLZB6mPHsGcBqKnyBNNjzmbm9caqLmu7khznXkvsxwxvhBBCCCGEGDj5JYQQQggh\nEwMnv4QQQgghZGIYr+Y3COb62r1haX6bsjBYrpL6cW+gPQpXtwqayFytsPcvKKspraWIrKnPtXTV\nsddPIZtPO7Pf3qiNUlM7187TVts+62O3+2m9ZMvap6mytqnVOy/6PFhrNa35vF6lSD7YPJl2dwsD\nP2t1pjXFzdA1ZZ6u0tOk6X7mW5bp/Tw9q2eDViVlctT2EO4T79jqpk+uqweOtjOHpuu0Pc69R3N1\n8cu1kdrWs3TyaDkWYloTaX83m5Fu3do3OtcyqjPeLvodNZdKl82FVlTWcdrT286G2Ixze+vXg+Vn\nXHhaVHbWyecm6yRldBp4+/2Dp2n38L8Lyvsltbre3BTGtkyPPztul6DVGSGEEEIIIQZOfgkhhBBC\nyMQwVtlDF2nZgw7f7Dbyha6ao2+U+bhMZXS6ur1taH1dD9hwg82cpdGBpLmQF1YETAjcqd8Lk9iM\ncrn5o7y29Xae/MPrcylTTWSxNHo86YEm91+gnkTB23ZY/8LVoe1t269xtoy5TskZrH2elkQc4WS6\nm42yG9qsdMXynA39O1KXTqblVjnDYGZg3VRp7dRSdXad8Z4rS/Bs/oaFJ/Hwsr+NGn2G7BnPuwI+\n3nbWBk3jWTqVJQvVw8JW5rCQ+ZSb68byha4zxrSFWSlrm3OP6m1v7GyOyg6YumWw/Dubr4zK7v+l\nMwfLX3ngW5L9mmS0DEzPEew41c/JUpk3xtRYtPZ8fobBtFzHk+TENmhTybIUueovvvklhBBCCCET\nAye/hBBCCCFkYuDklxBCCCGETAxjTm8sJXuUJSLNqtEgaUuLjqQtM5587DdW38l1hLUR2dJIi1l2\nKRGPTpEMxKlitzSsQrfA09Z6dkJWh+Pp6rR+KNLHOUIdV4vn9NnrR/os+DriUhtDkDZG6aCdtssa\nrrz00zDaYC95qdbkTpdsjoqe7pdsuUwnqjPv5N7cjfWKs1K0bS18mpm6XlfvWVMSW0qfG9lzeZaN\npv1cex5J62zbwbEi0yl/bZrdlL0Yyt8IJCmNlXq2aKm2q6QVHwb2PvTuc8+a07OCivW6cYMLme+l\nuo6uMrXdSttqPM3lgk2LrNpoyWKyzlu6G6L1Vqe4M28/dVNUdtL+V2f1c5LR4y/3WxmLp+uNtqup\nTbc2tCmbMruttc/z9OhL7dPqjBBCCCGEEAMnv4QQQgghZGIYu9WZDZUsh5dxxkoibuxsGk7n1iHT\nJuuPDr3tMSGN4w+9Fil0OMLPVOSFO8y6Y6fm0U2E+jwZgqURhXny+5GbfckLY1pyz4NngaTxwsye\nPWApjK429eQRNnys7caGxXZV59XGwixl13biYVdF69/beehgeQvikKoOUdtQXzuxncXLxpdr3QfU\nl6JoOzW/jrrZ39Kij+gYKmSJiyzFQhVZwvJhWq/+Kuc5N7vhsHDlBk4mq2bN55gm186sJE2raTWl\nsc/J3d3pokzi32ktg2giLvuVsj7b2twdld110+WDZWZ/Wxk9R8iVtgD+OI22M793XqY2z85MU5JE\nqP2szCFqLyGJoOyBEEIIIYQQAye/hBBCCCFkYuDklxBCCCGETAxj1fwKCp1QFesLjbVK+01ndih9\nWysu3rk9Wtfa0FkjXdFatmMcja9F20RZ3aNOhezpV720hp5GNld3ZLVEuVTRNXlEx1DBIkZbT9lj\n0GVWi6q3je2rbPppR//p6IgjaybnFI1C4+uxvWZ7N3XVfd6Yi8pajq2Wxp5bvV5lHFXRhGuiJ1wF\nbe2w266SansYabk9PE2u/oWwiuVUmnRbVrIoc3XfmXVmpoJdcdvMMaevuf3d9HSVDfXNiNXu6m9v\npiU+u3pb+43NrLLKbEp6dNh+as2vtUHbo77buTHEqY+3NvcMln9/60VR2Xt+fL/B8ueuP2mw/Nn7\nvSvZr32Bb15xRLS+taF1twVVvsvJ1fmWbU1Xn167kp2Z2jalR6fmlxBCCCGEEAMnv4QQQgghZGIY\nq+xBY2UO2ZZRJlC2sbEwtD6Ni4t2HjJYbmVaYAHAfOamX/jZCdH6US0d/oq3nXOs57ywcDczI4yX\nqShXLmG380ItDScUl5sNqQpNL3ydeb0aakx7ofmGHStO/fqanHjoVekN9xJOPeLSZJnOYNhyr7/J\niKaWvfFt8WQqw6Yke1GrufZ5oyJXNlJFFpWy7xuWVCP3cpWs1SKLJWtTp60k86+JHmP2ORk915wx\nrbHPvrrPu4ZzBj2LNA8dorbhai2DsPOCa9rbBsubm7Hc6djp6wbLDzswlkRMEu3ENfHurSrPO8/O\nzEOPP+932cpnPClPU9JzmarwzS8hhBBCCJkYOPklhBBCCCETAye/hBBCCCFkYhir5jcgTzNirS4W\nnBSLt1FWKK+86NFR2WtP/HS1Do6JVqRb8TSxsQXNbuc8aDY25pNlC6Y93X5Jm6culZfWsIomV+Mp\n2aIUm6Uylf7Q1u/ogHJ1iSOxT3PwNHbTagy0zHhoq/Nwt8OvqNi7fYdbwsxgedaMlml1bqvY9GiN\nmjfGrJatrga41n5rK/nNpqRVd4g1v3npfz2drd2vyrYpvGe2PVbPJsoj1hg31d+9dK951lJArJ0s\n6T+R1mp6qY+j/cwzTVum3dzZGJXp3yttbQYAV3X2HyxfNndgVDattMLWWm1f43M/O3GwfIA51Ham\ntlunUK/yLU58zZvutim8/erqyC1L/cx92vDNLyGEEEIImRg4+SWEEEIIIRPD2K3OlkKIVbKPxKGj\neL7eUtlpZkzmmPVKO8pS4oTQkA6hecxKHPr12svNVjSMTEV2W1e+kFuHK6vIr3POPQ9KGpJpOwT4\nIaEoLOiE7LqSDmnd74jLsvuyL6Nt0L788+PiQhVSrZSByLsmuh5ziV25RGI7oGzhuFbY52tuv7z9\nXDtAg2eJFNeftpurK1saStbKUibH9P3rt7H8s7Ek3VFlVZ53Xqas3PNXytKq6tSZ4Gwbdj9dZucF\n+vd9i7E60+1d394vq8/rmQ9ees/B8pbGrVHZfo6l65w6f/qZZu/dZiR78CxOvcx9Zqw496v7O+3s\np7MPVvm9rQrf/BJCCCGEkIkha/IrIltF5DwRuUREfiQi9xKR/UXkiyJyaf//21auiRBCCCGEkLUj\n983v3wL41xDC8QBOAvAjAC8B8KUQwjEAvtRfJ4QQQgghZN2youZXRPYD8L8APBkAQggLABZE5FEA\nTu1v9gEA5wN4sVdXgAy0TJ4+yepDPG2otcFar3z18qMHy7NSaFo8ixYv5aXVNmqt3KyRbO3qTqs6\n62l9rKYv1a/yfnla2iq4YydTr2bbjnRnniVaBf2ih9YyeVZn+liHZcG2L/OAI38crZ9/+TGDZTu+\n9b03LLsdrRV2NZhWK6z65llGRRZVQ+pzrlbU9sXbzxvTuXh6v7qWcvma4nrPwvIYSz9XPHvFlJbX\nuwYL5rckd79yqtu8tLTe7/RcaCXLtI4XiO/DXy7G2t096rfLpjfWuuJr5rYm+7le+ehPT4nWt0/t\nGiy3zPdLehzt6c5EZbnfwEyr8+6NFdt21FbJ9jGtz/XGvqdj7zrzvWGSU/NRAG4A8D4R+a6I/JOI\nbAJwUAjhWgDo//9ArxJCCCGEEELWmpzJ7xSAuwL4hxDCXQDsRgWJg4g8TUR2iMiOXTfuLe9pCSGE\nEELIvkiO1dlVAK4KIVzQXz8PvcnvL0TkDiGEa0XkDgCuX27nEMK7AbwbAI48YXNYsjLxQiaWZiIk\nCMSvxTc248xmz/vunwyW336XjyXrHwepEFcVu6XcEMCu7my0bu1JchmK9Y/dtqY1T5363e3cMIwZ\nmxVs+XLRISgvtOiFNcnK3KSySVkLwFGc21GMaU0jpJ+FuZZ8Q5N4KKpYEo2ifY0nKRqFlMKjrgwr\nLVlIh6vLv6m67UzrPsTPv1KdzrNQW3HuDjOmrKhnppF+CXbzYpz9bU+nkD1sNHZfv2jfZrC88zd7\n3/f200b+EcsXYtmIlZFoIgszR3bVRiFn8MabbStXltdCWi5h5yBzmVLJNZU9hBCuA3CliCyJTB8I\n4IcAPgvg9P7fTgfwmZH0kBBCCCGEkCGR+0rwWQA+JCLTAH4G4CnoTZw/LiJnANgJ4LGj6SIhhBBC\nCCHDIWvyG0L4HoBTlil64HC7QwghhBBCyOgYa3rjABloP0qpEYeglbMWKttaewbLz7jwtKjsrJPP\nXXV7HmUbk0LHMqesSqzW0NOkuXZcYfntgHwtYMn+JNPypgq6zmHoLJtiUpsq3VnddJ+lMtfmLa2B\na0haQ9hW2k1Po9iW4lpaC5oPX3r3wfITjvlWsq1JZld3Q7FiLqM+73aseGNzGPpwO25T1lre2PPa\n8u6LuthzNAw7M6+NXK1hWddbT7urr8GwnnfDQek4K3wrE20X0nZSHgvmt0Q/7+zvrV6f68a60Xm1\nbrW73rluNYo67W/eL9tbBstf/N23J+tYT5z94/sPlrc242eMflaVrTiLbcup0cOy29lnmPedifdd\nUK7tX0vq6cqrkGNPmasTZnpjQgghhBAyMXDySwghhBBCJoaxyh66kEF2Es9qyuJZbumyFuIwjA6v\nbFUSiFHxlh8+eLD8WzOxnctuJXWIwhvmPEShCRNu0BYk9nzpMIYty5UXeNZJltywhZtVS9XhhVY8\nrLRAh+WGEVrp1VmvnvxsUsUx2H10KHHaCSuR5Wk71j/6utowbWz3lA4Z27BwXH++1ECPY30v1JaD\nmch/lb7kUrdvw7YvKoeBh/MsSVG3/ip2cBr9O1CStDnPUN2eHaf6vrDyhWbUXvzMST2/7X6lMLe+\n16yUoluU6Yxu9hjsb/9id/2/u3vnJQ+I1jc1CumafeZoiZt95syF+LxoUs8Le8/PJZ4xdr/c+pdr\nQ5N7P9k69H5e/eW+LGUPznvWrf/RQwghhBBCyJDg5JcQQgghhEwMnPwSQgghhJCJYbya3yAlTU/l\nOtyytMZk1kmpWJe3/ehB0fpBrV2qL/G/K27qFmkbrdZH4+l+YquzfPstf9t6//6pm4KwSirknPqt\n3s/VjjuWb3Ha5Xrpmi25Gr+GGrd2H63Hs2lB62oPPV510aNWXcerT1y7ZI9v/OFDovWDpopzZO87\nrYWvkgLc0z3GNmjp7xqszjLSdTrWVh7jvCertpFsO7MO735dadsUnmWUd06s9tT73qLhaFY1tr3U\ndwBly6j09zB6P+87hrb5lsA7D9qybB7p3zHv+thj0HOCWztxnTNaIytx2a2rnEuMitf84BGD5W3m\nsaKfQZ5m2pL7vY8md7vlth3GfsOuYyWWxio1v4QQQgghhBg4+SWEEEIIIRPD2K3Oll7721fTXujX\no+GEkhpR5qx4Ox2asCEaLZHY3JyLyjY15gfLt59KSylu6myM1lOWSDbUMafDUU6oygvLeaExb9vc\nECTghxZy66lbh5Z11LU6q2L14pFrIWX7GWeTSo9hL2tSS4UEbbi/64wju67puJnN8s7tC7//2OR+\nb73zx5P7DQM79rVF0J5uWkZk0dn07HbtSC6Rbz/XcULNVgaRrMORNuRKd9x7a0iSH433PK/yzMlF\nt1dFHqF/I7zz4P3meG14+9VtT+9nj3Xc5133pd0141tlarOWpLmWmlYyeUt7tlY/h8ELvvfHg2X7\nDNg2VfR5vmShmL5/PWlAu1s8g+xY0c+OuvK9vYWcbLUh9zd5KD0ihBBCCCFkL4CTX0IIIYQQMjFw\n8ksIIYQQQiaGsWp+O6GBWxZ7Op0qekzNVCOdylLbogCxFsbqQzYqXa+1iNF6P4tOU7wbM1GZp7PU\n5Np+VLEg8rS7ufo/u11UViHNYNyv1euOqtQxjL541ivlc6SshhztrtXtRXp0Zz89vktjv1Osa02d\nxervopS/lWzxVn8tn3HhadH6WSefu+o6n/mdJwyWb9uKNXa/Xtw0WPY0kfae1ClYtd4OAOYdrXC2\nPrPr9MX5/kGXeVruuvdM3Wtcd7+6aVVT2wF+elQvHXBuOtbc7Wz7nu7fkpv6PffaeX22+3l9TqXh\ntn2xqYfnu+l7xj0G1cS8ma58+J7vSdY5avTx2N8LfR9anXK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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.imshow(sst_y1) \n", "plt.title('Yearly Climatology of SST in 1948 [$^oC$]')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Visualize with projections" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The matplotlib basemap is used here, which is a library for plotting 2D data on maps in Python. It is similar in functionality to the matlab mapping toolbox, the IDL mapping facilities, GrADS, or the Generic Mapping Tools. PyNGL and CDAT are other libraries that provide similar capabilities in Python (https://matplotlib.org/basemap/users/intro.html).\n", "\n", "basemap supports many projecitons:\n", "* Azimuthal Equidistant Projection\n", "* Gnomonic Projection\n", "* Orthographic Projection\n", "* Geostationary Projection\n", "* Near-Sided Perspective Projection\n", "* Mollweide Projection\n", "* ..." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 5.1 Have to make a mask array for sst_y1 before drawing maps" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "masked_sst_y1 = np.ma.array (sst_y1, mask=np.isnan(sst_y1))\n", "masked_sst_y1\n", "\n", "lons, lats = np.meshgrid(lon,lat)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 5.2 Equidistant Cylindrical Projection" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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8c52LUnYFBdQwES4kj2I1appBJxusEexQ4T5Q63CTAVxVXGIsaz4v/8VxwgtY\nHsfAHDdOS6jM6ztH+NgZm7huUxejRY2fHWrg/JYMBUPhn462Y0poDusMFqo7I6+LFrhqzTiPDCd5\nOT2/b5Fw7pT6gI4qJDlDZX2kQG8+SKqsEdEMblk3xNWto1hSYEjB115opysbpNFfIuyz2DsaoWQI\nkgGdy9dMkCmrXL9ujJawzmDBx5mkKKBymChZfHQTwY/FzRxFc92pOgILwa9oW8BACiwpUASULIUL\nzimzgex0RN0COBU0WBP4eJoGyiiYCEwUDARDegAViXmcMr8ndl6OFl/eTO6mEOz2JXhcxNlu5bjE\nsAMZSqW6ZTGbVBOuTnQCkQStWy+bo4akXtXZEMizwZ9nvT/PhkCeLwxsoV9fvrQcx4s2fxFN2Eak\nN7YMcltHX8X2uM/gHR29vK2jnxwad3Y38VI2QthnElVNIqpJRLNdJR4bT7IvFa2pvZ9JU9vZqJ4G\n69iZx7dDiFNMg+WxvGjCYmsiT3OozMF0gO8/uY9D+Vv4ryP16KbgR/ubULBYX1fmQ2f1c2l7mvGS\nxtNDUZ4aifHMSJS8oQKS9bEir2kf54b1I/zPZzayZyzK5niBjbECTwzHGdYrJwQJXNKU4jUtY5yV\nzNIQsF/PD2ZCfPzJrWQMjW8dbOfu7nqCqkXOUMmXFd65pZ+bNwxTNgVHMkH2jkT45dEkPz3UCFJy\nf3ccga09u/wm26fKmrxRpCSARZwSDZRI459yZF/Mg7EsFfrLQQbKAbZjMIGfqJNba5AQccqUUBkk\nyBAhDARhDKIYRNHp6tmLPjbEn1+6aRl+xROTODrnMMYB6qaiBlMEuC8VPa79SD380JQGa7mRQvCC\nGuUF1T6nd5Yzy36MEx9Ji1aiuXyYA127+L9nX0CzVrL9lMS0z5IuFVKmRr8epF8P0lUO8VguSa8e\nPIEWwZVEVZPXJofpDBbwKRKB5GgxzLjuoz1QZI3z8QuLjaF8Rf66mQgggEWAMu9c21uz3m3t/fQX\nAzwxHueuoSZeys0dmTjc/6ytwWo5faknumDag0Ve0zTK2lCRR0aTPD6WYHssyxtah+kqBjmSD3Mk\nH2Kw7Kudwf0VilzmTO4nfBThr3Yv7U1HVKjCZ0dl2HVqqSEnyxZgTqwV4Teppl6A+rXqMjdMq4pr\nR+9Rtbxavyv66eR7kVIyMdFFItbp9N9iTaTEle3jXNI6QcJv8MJ4BEvCq5qypMsqFoKRgo+iaa/Z\npwnJjsamDl8ZAAAgAElEQVTslMXQkpAzVD6463TSBee1XAFFSGKagRC2b9NHTu/mjGQORdj7fO3o\nWn7Q60Qjuc0sRYOAYvHVi/fREZm2dZRNwZF0kIBq0Zfz05sNoFuCbdtMIo5gE0EnijGludIRHCbG\nnXRw1z2h6eFymTjdeW8sV7kRtr+78y25f2+3c7DqylowWadcSKMWilzc4uOqxAiXN4wR982/ZM4r\njZyThDWLjyg6d7OGr+2bXoOxlJgeU9NRjErXa55bk5Nvr3F/Vnk6u++FUn8PvqZGlEBgRs4sVyPV\nyismjSonB+A2qxmzv1eUuS3Z7vbcx57jYT2zS+5jL4evT8XpOv1WXUpZLTf9fauZ4wptlLPVDGep\nGZqUMpmSzuFUno6GRh7KNtBTsgWpPj1Ivx4gbWqVJ+4eA3f/q5hra0eJ1+h/DfMXwMZgjla1RJOv\nRJOvTJO/TLOvRLO/TJOvRFhd3ofqQjEswT3DjXyzaw2DyrQ5snJet//kcyOoWgB/sLYgVjPidHLu\nrzFe7v2a/SW+fPoLrA1NXwg5QyGoWlOPJlNCwVT5TbqO/xpu4YlUAqPWM6zKubjL1FL1CMb5nt8L\niaSsyWTEYBVTrJSSB+77hBdF6DE/7otUFRZRzbQ/io4lBQcyfvb33MMFp03nwerNBfju/la+v78Z\nRUh0S3DTDWVMJtjmTxPBIBNV2ftikEOZIIcmQgwWfFzyJteTUYOzroJH/3O6yJKCCd12HEmVfXzy\nqU34FYvzrgZTKNzXOy3wzKRkKXzk19u55co0a8jTTp6M6uNQMkYjRXbUjbGd0lREoOmY/54nSQ6N\ndWRJUGaYIN1EVuWdKzN2lNLECE+Hr+CZsTq+cng959aleWt7PxcmJ+Zv4BXCGHZ2/C4i9BOmgK3t\nXIhfznKRfuAhEtdeg9LsZXJfHmw9xfW+YbarOcYsHxP4eGJC568eH+LKN+3ESircve/4airno14r\nc3ndKB9uP0xgHkH2eDGBj6NE6SLCUSXKSEuAM1ph8Mm59xvpe5ZwXSsNrSurwRoqB/jgs2fxqvgE\nphSceZqO1Jha6v3pfX6kFBwphGz/2lca81gtlluD5QlYpwBrQkU+vv0wZyayFeU5XfD9ttPQggME\nVIv10QIlU7B7MM6vB6NkdfvyGBR2tN3DTGsidu1f+oWY8OtENBNDCnwIFCxCqknJVLAQ1Gk6OxvH\nMaVAli1MKTAtO99UH2GeoIm8mL50H6SNkDSIYFBEpYCK6bKl78YO1xdS2i87qxBqHKtfRyw0PX6m\nVDiYD/Ptng62JfPEWXqE4mqhI/AhKaASxKSAyp2sZR1ZJvAzgY88GsdTuAKou/Jy1GX2wTrVUKTk\nQmWCq9QRLlAm2CTyFFF41ozxzVIHiUiAUqLE1ovWTpvjTxAUJAHFspd2MvyULYWAsrzOywtlhIAt\nTBGlgEojJVQnCbKOQhSDLNWjFd00ttf2wfILk/IyJq0tWCqPjtcDEBSVfqbPpF0WpZPLOgicij5Y\nC3gYWv7ZqvOaq9PXcHKrMCU4VdxJAGt2r4aqdXJZCFElcah9kBptV4kmqabKnFVeCwkZ1Ve1bkA1\n+dennuTh91Rqj86qz3FGso5H+uKEQoJHf5GY3WdXiJSQkqO/KtISKuNXJKELopSEitDtSW0yglEg\n0RRJc6DEO7cOcmGrLfANEqSU7ODBEfum9qeLfPTVh2f1N42Pu1nDLx60+3th/QTnJSe4rGOCVsfh\n/DBRfsEaNsgsa8lSh04dOiqSr+xq5q3bx2iPlvnQJQp5XSVTVrm3J8m93UksKbD807eEFXSdo2mX\n61HXRFZh2nBHx7l7bZePjXZRzozStvY1Uyr7Ahqj4wHuG2zg5paBWed7IpJHZYggBgo9hDlIHcME\n6SDHNia4hCEy+HhyIsxPCrZga7nSUbnNgaWkU1ZxTVf/ThVTg13HiZh1mf8mHn6I+OuuxlfXhHQt\nSyTcJkLXd8VpQ9QwEdawvk9FiQFI04lCMqpP0EKp3vbU9xrmHauGSRLTHUnmmCcXEOhcEXEl3XON\nM45O99dbeYyAxXDaz37CjEg/nyluISV9yIwK41AYH2D42adZf9mtdtvB2ceo1Q9lHteJWpF3btPh\nuxq7uDw2SlCxCCoWIWESVCwCyuqY/Nz0EWIP9nxWh84mMjRSJEGZsCvbcj8hHpStbFkzxFnRDBtD\neUqWQt5UyZoqR0ph/r5nPUcHniVc10Z9dFqD5RMWtzb08e6mboZ1P7vTSfZk6yhaKrolMKTC0WLI\n9jdlZrSd67evcQ5SzI6kZJmVVkbIFYHujlA0qj9Xqz7fa7jpLOQ6nK5s/7HmyR25WE58Actj6Ug4\nLZrhL7e9TFNgtoZEFYK/vsa+YYcJMEwQHYV4sMR161PcsH6M7myAtlCJs5JZ1kaL9OUC/PuhVqQJ\nN28Y4smROu7pTvLGzlFu3jgM2EvN7JUJdrF26liJgMGXdx5CUyS92QA+l9+DhsVvbRvksm1ZHhKt\n7PqZSt5QKJkK9/ckiG/yYSLsCDWhAoJXJSb44lkvV5zPMyR5hGaup49misRciUkB/vySPj736Bri\nfpNowCTmN1kTLbOjKUvUZ/L8WISX8rGayU+PhWjTemRyTdVt/9zdyVDJz80tAzQH5l5webUpoHKQ\nOjQsLARj+CkJu+wg01qjnxZWT4NUd/VO1MTJHbG5Uggp2STzfLZ4gIusNLpf8BCtPE4zO/1loMzP\nnESa/kiC5tN3LvoYKhZfaHuRNl8RQwp0qTBkBLgr3cRjeVsoSag6WVOdcxn2QT3A9lCu5vbjhQRG\nwnVolkmsXEBYFu0UaKe2k/skbRR4O4dxGQeIqCb1Pnu+3h7JcX39MLubFaQ2QTj6HDnhRzdhs5qh\nI2C/WHaqRTqD/dza3D/Vjm4J7hxt4W+7NxxTBG9QMdkRneDK5Cgp3UfK8DHufFK689fwrUrOu+Xm\n1NNgeSyZ1kCRm9oGKVvVL5q8FHzg3gP83nsu4QZ6OJ3ZvkBroyU+uH16oqj363zk9C7WRkr4VcmV\n7Smubh/j/t7kVB0Ve42+bckGXhq334BSJY0P3LuFV7VkuW7dOBc3TU+MDZRpoMxBJh04BXccaqQr\nE+CR/jgXbp55mUreuX725GVnbc9iIvBXmVLGCiq3njbKhniRZ4YiWFLQWVeiOaKzoylH7KhJMAUv\npiIUzOW90bLDR2wN1hmvmbVNAn7FXgftRerYQHbWckAnAnlUAlhcTT8WMEqAnQwyLIN0EeVJGhgV\nqx9+n77vYeKvuxqlxfPBWgxbzRy/VR7gjcYwDdJ+wAvgSRooitmPinIuxfC+h6c0WAvlww2HuTJW\nmTfuaDnE/x7aCECLVuTm+ABBxeTrI+to9RXxCclHmw/SpJV5vhDjuUKM5/Ix3nNoB+eGJ7goOs55\n0YmKVCwrhQQOJVsZiCbQLJPGfIbOiWF8y5xDyc2v9h/mrOY6Lmm008rkfX4y/hApUyFRzFfdJ21q\n7M3GmOkD6RMWLf4SPaXafq82kne29vA7rT01fdgMCT8faeGiuhRZU6NO1VEEHCqE+cVYMw+O12Oe\nQDGj83HKRRHe9XJ1x0nTX10in1pPrORWG1L1+3yr1luaoM1X5PxoiueyMbqLodmPbZf9wB0BVS3J\nXa1ju/vqTq44aWZ0m0DdCfqkK0me25w5Ve6oS1UkVydHeMeaXoKKyZFCGDPhY7+M8X9/USCeXIeC\n5MJEiqsaRmn0l2n0l2kJlRf8oNctMSt8+YGeOF98ah1WZFqvPBnBGPfpXN0+Rn1A5zejdTyfjlIw\nFWKayW0b+3lTxzAS+N7+Znq2t3DPr13LWPgs3tbcR72vTFLTWZ8sEcDCwk6Z8BQN/C77l3Rb7x2L\nMJAPcCgTpC2msymWZ/dIgtu7WjCkUpH41h1xWLGGnnu9Pad6uZDGlAbBWMNUgk2w1fAJodOp5WlT\nS3QkIYWfVgpcTR/rWf03dLCn6G4iDBBCd/Jc5VHpJMfpTGBhm3B/wRpeEgl+PDGtwSq7Ap/cJsJy\nosq1VcX8B1RGDrrMe5OmQbf5r9zVh9baiBLw47YNuM107vqimonQheLar1Zw0aQpz202dFNxbOc4\nPmlRdlbHrDA31vheEX5VkWt3MjzLdTz3fm5zYo2oRGFBk1XmtcUxskJlu5nj90o9gL300XeKa/hO\nuYOU9E0lPzXLRYyxMUINdvTvpFmnmmkmruhcEhznivAoV0dGmMlXR9bx7bEO/rD5CG+P9055cnxh\nYDPd5RDX1g3z2tgwUbVSiLEkGFJwoBTh7lAnf8S+FX2cFzUf6UCYZCGLzzIpqRp+01hxd6QDY1li\nfo2WqP0CIwFTUdCqmLQkYAkFVVpMGBo/GGznx8Nt9v0ayPPpdfvZHMrxwHgDE4aPBl+ZBl+ZjKnx\n+ESSpzJx3tveNZWj6/LE6Fz5WEnpGokZEdEZQ+WxXAPPZyI8l4lxsBCZena658d88+SvJWq6Byjz\nBFsH0i43gBrJcadMh7XEnan8pZJdd/ypF0W43IQVgw3BAvVamUujYwQUi0Z/mXOjaQC6S0GafWWe\nyCToLwcICIvn8zHuSzUuq4PhsaIJC53K/pgI7hlt4p7R6Tf611xcwLRMDr38H5x70YewEERVE02x\nGCn7GSgFGArZZiALQQSdRko0UsRX5Sqtlhvmio4JtnQcYNfRGHtTUZ5Lxcg6mqEJ3cd/HG2ZqisV\ngYLkytYxbu4cmppg3719kBFSjNdt5Mm07QtWsFR+PtLCX2x4mVfF7N9nMnHoGgqczfick2wZhW4i\nbGJ2DqOz6nOcVT8t1GTRSMfLPD5SJKKZnNGUJ2+q3D/awDgLT/yXHTlKIT9K++mzNVgp6SOlx+k3\nS1xGLzF00vh4hnosBBvJVmnx+FFEYRfN/IYGgo7/yIhz7o+LZrbLFDsZpIcIbRTYL1fXPJe++xHi\nb3oNSuuJocESUvLxoR6uyE5we6IRS8BDkTq+f+QlHonYiUpf9Id4MhTjuWB4Sug63gwrfr4XsDUk\n/ykleaFyYbGAAFQhudXfx0/KLQw7yy/omRQjzz1M5xXza7B+p66Hd8V7am7/UONRTm8s8olDmylK\nhfcmuwH4ROsBwDZN2xGplQKWIgAh2B9KksG34rqSoKETNKY1/QHz+KRa+eHzvZzVXMcN2+zfR8As\n4aqsalhCoEiJoSiE9TJxzeADa7p4x5pe7h5p5PrkMCHHPeOq+tmrT1wcTy26b27hqqRq9MeShPQy\nl4ZSvDZur9VZQmFPuo4JQyPuM4hrOglVJ+HT0ZBkpUZaamQsjSErwJdyG+m15tOwrQBeFOFyInlD\nYoh3NXezxm/nWDJk9dUT1jq27p3xsamyGxnkE50HGNN9FC0FHYWypVCWgrKloEv7uy4VSpaCYQlK\nUiFnahwqhNlfCC9ATVubVn+R82ITHMhH2F8Osy5U4IJ4itNiOb430M7+XASQXFiX4tepaRNeSDFB\nShRFYePW102V3zvayJ5MjNc1DRNWTZopE8QkgIkfOyonjY8k5QVNZAJYQ563rsvz1nWDGJbg0aE4\n39rfTk9+2pQU8xkULBVdKoyVZotvPiz8ikVM1cmYdsTNmOHnj/efSau/yJVn5hghSJISVzKAH2tq\ncVYFMBCUUUnhJ4iJBeyimTYKXEsvfqwKx1M3UQxexSgdZ6ZZGynRWwzwYjbKZfVjHCmF+XpfJ7kF\nrFYcbVxHSFb3wZpk2ArwG+rpIMd6svix6CeMRFQVBo8XQSx2Msga8vQQIYpOB3laKFCUKhl8pJ2s\n+fuIY63ygrB1112Gmjz+Qp4mLRRLcEYpx/ZSgfMKWV4MhDi3kOP67DhlBH840kfMNPm0s8+N6THu\niiXxS8k12XEO+YP4LdigF3gxsHrCliUE/xDsJFuyr7sfF6c1kpP3vi+WoOnMnTQoZXKWOueskFtA\nqvoS9hzaZ8w2M4cwCdW4R/1YtDvXpiUEBc2Prqo1TWevRN52xhpi/trzTCoYpqT6aMnZwp9/xlCF\nMbmpcXAluwhAb10DG8YHZ2n0AlhcWFdbeIsLgzgGqHA6Wc71TfA/MtvZpdcv4ujTplCfsPjtxh5G\nDT995SB9pQApw0fACYgIKiYqku5yCMOtLltmH6wT3kT4865p+4I7UqvCn65KBGBFW25VoXPhdagF\nPhl/mQtCq5uDqGgpHMqHOZgPcyAXYb8e4WAhQsFSkcJOkndDwxCbQjm+O9RBg6/M9nCW86Mp1gaK\nPJuNkTJ8nB1Jz1LTPjqeJG1qnF+X4udDLWyJ5NgSztEaKFNApdsK8Kav/YrfuvYdvJyP0psPIBFc\nlhjjsuQYpzfmqadErMZiyTPpJswB6lhDni2kp26yx4bj9BcC9BcC/Gh0DQoSC4GQkvZgkS+f8QJh\n1eSBkQZ+OdjI/myYmy7L8GqG2Ob4hXXngxwphPlmbwd9pSAR1cSUgoLrHUEKO/fNN07bM+Ukeogo\nL5CgmzDf3dOISxc8uRftvhIhxeRT6/ezKTT3pJw1VMZ1H/uyUQ7mw+zLxHguG6uM/nRJ6JOm7NHe\nvWSsMVrPek1FUlLLFZUTHJ2+F/NNdp0NSp6/Cr3IdjV7wnkySODXMs5dNHEPjYzK6ZMxXc9IPea+\nAV37T36vSNjm2r6QCECnjtsEN/SPt5O86Qr87Y2Vy6K56ihitsmu4txcE4k76MFymdukpRAxTd4z\nPkjMMtiZS9Ov+bkyt/g5JaMoxCyLA/4gzYbOXdF6ejU/z2tRTKAkFLp8QXqrherLSfOk61zdJsJa\nCUpd5zLlWpGfvsrc6yC6E5BOmmyKwwMUn7ifp9+8kRalTL8VoLscpEsP0WWE6daDHJIR+swg7WqR\nLVqOhKLz9mgvm32z77MfsJ4vd63lCw0vsMmfI+CzL5dmigv2rdIVlcPJFl5uaCdolLnm0LML2u9E\n5wsPv1ShwXKTDoTI+YK0ZcdXoWeVlFRt2bR6loR/yK/nCCHeFuinRZQoWCp5qZK3VApSJS8VrLJg\nRyjNU/k4/5RdR8by0aSW+FT9fl4dnntMSpbCC/koz+Vj7M3H2JuNcNePP7VsJsITVsD6xo2vkk3n\nXsr/62tjwJmtlypgKZbkvZFuzvVPEMYkopis1QoEa6YLXn16SkEOFMKM6n5eVz9EUJOUVB8hY/mi\nzKSU7O4Z45K1DQDkTYUD+Qgpw4eU0FRvMkCIZ6nnQoY5m3EKqBQrPhpDBDlMhEbKbCCDwI7oC2Fi\noDgfgY7CHbvqmHzKCik5uy7N+YkJtkezdIaLjJZ8/LC3DeW0MBvJspNBOl1+SI/SzOeeWs9Xtj/P\nxlCeb/V38J0BO1pRCrg6OczVyREuS0zfWBP4uJO1fHVPK7MFLLsfbf4SYdXkrEiaW9YOoWFHAlUj\nj8o4fr7yYicHchHGdF/Fm081AatcSFOImATqGuYVsHxYbGnNoCIxEHw8eIgz1ONjJiyj4K/hd2c6\nUYOjBDhEjBdI8DXZMLXdLaespoBVPtqHr7UBJehfMQHLJy02F0q8a3yIWyZm+xQtBxazk9b3qH4e\nD9bxWLCOx4N1dGmBqVozBaw1RhEB9Irg9GoRcwhYIWmSyFlEMWmRJQ6YEUbx0UmRUMnWYCfRuUSm\nOE+Z4O9yLcQnBrmmNcibtdrakd+U6vh5oYV7803kpMZ2X4avNe4hPCOdwkvU8en+zRzUI1wWHOVd\nzf3E0HmZOD2EeTNdNFGqcZTZPLFmCxf27l9w/ROZmT5Yk2T9QdKBEO2Z1Reu4NhSCkugp64Bn2Xi\nM000yySslxYdPHBUD/F8KYaGxdWREXdi+fn7ICXKZ3968vtgNYX93EAPN7T3cEgPsbtYz65SkqdL\niQUaqKbxY9Flhmgzi1zkH2eNtvCbdLXoCBSnQnABMr4gPzjzMt739L3LdgxTSv77vft4+D12qHVY\ntTg7Nm2KGsPPkzRSRuEesYZ7sE1cipRTOV2OEkUg2UKa05ggSYlmipzJOC+QQAIGCs+SZEgEmHn7\n6ZbgsoYxcoZGSDH5+UAHwyU/H+YI68gSnPGwv5QhvnnmBG0B+zd8W0s/PxhspyxVzoyk+dT6/bNS\nnR0kRheRWceeRtBftieug4UImc44QkreSDevYmxW7TAmYQp8fuvLPJ2u4ycDrRwsRBgq+1GxTZIz\nyYwdJTNia7DmRnJLvA9NteiVQc5V06xVqgt6K0EWjftpo4kiOgpHiOLHYtxZw1HONP+dgO9nqf/c\nNaXBWm7Wlku8b3SQznKJV+WzBJbZZ8NNtVmuwyzTkRvhLTlbqOtX/ewKxvlKvIOjauXDt1cN8KXU\nAV5fGOWAFuZlLcynYxvJK7YU++pyivP1NKcZOU4zcqyzihRR8Ctwj1LPuOUjIXVeL0eoZqn8eL6b\nv336IG9+07lznse5gTTnBtL8ad1BHi3Vc2lgjGCVXFXrybJGK3JQj7DJn2cHttBQT5l/ZDt9hBcl\nYKkrGNV3vJnpgwV2JGEqGKEjPduXarVYilTyWMdWuuKNXNr1Ih3p0WMOGFjnK7DOt7Q501xmhdMJ\nq8Ea/Njr5ExpHWyT2l+mtnJ3qRmBRCIq1zKb/F7rV7JgnZLn72PP0akWa1Q68TAUhcc6tmEKha54\nI50TI6ybGCIVjLBpbIBYefHnMlODVQsL0B3/CB2FGPqUyt5AsJ86HqWZHYxxPrVv9nH8ZAvK1KKw\nCpI6n0FItTiaD7IuXOS7Xe1kDI0Pbexa8Hn89ZFNHC2G+fi6A2wIVb+x9pLgQy+cMbU4aYXblEto\nMCuSKkv+omE/N0Tn910omApZU+NALsyXDm8ipfvspXuC9mOyXEyTj9kaLD06fTzD5YKnR2G9zPNb\nVj9+LHboGTYp+eOiaU3j4wesp48wt2em/Zcs13gUG13RrgEnMaWvumapJlWqVGqjXZolzR31Nz0G\nSkUEoKPBct3v5aN9+NpsDZZbU6W62lBdD/hJDZblSmeiG9MSheEkD603dN44Mc4HRgdoNU6szPsF\nofA3sbX8S7QdU4gps+AXUwd4bWmMz9ZtYJc/zqgVYKuR41O5w7RbJTaalffLWChKvJhHXYDgOLkW\n4dktx+7vNoqf77ORb/Y08erAGB9NHGK96yFZQkFga3cX+gD+TesGdgwcPikSjlfTYP3dha/nbc8/\nOuV39UrCEgJdUTEUlYlgmLbM+AnxO50yGqwneser2puDisXn6l/iw8Zh2rUSaUtjzPLRYwb5eamF\ne83GOZPTaVjkpMoNExcQxOKW+hSbyHAdvYRO4IwdmmVxWdcLs8pNMcpD607Hbxpc1Pty1bBdsMOL\nDyda2N/Qxv76Ng7Ut/FSvImnf/v9fPua67nhpV9zsL6VzokR/DNs6AqTK8TPbltDso0JJvCRQ6tq\n1pgkSZlkDZ/+dWFbQPztzr5aQ1CT/77+IBZMhQEfJcJjNPFqhtGw+BVtHCC2qJXfG9USb44OcHV4\nuGadfkKUUFhLnpBqEVLL1Pt1/ia4j65CkIyh8VypjjvHWkiPHSUzOkbr2XNrsHoI0kOQN8hhLFXj\neZJsZWLBfnBLYZAg/85G0uL4rC0WkCYlsXLO2+N37qb+LZcvnwZLSj480s8tqVGShkF4BbVWkwwR\n5AhR+gkRxaCeEg2UqKdEtMq10C/DvOwLYwEhy5zyTYxKk0ZL5/OpQ7xEnK6AYmuszOq+hqYT3r8Q\nuiYK/O3jh/j6PBqskqoxGE1woL6NoUicy48+TzST5QhRhgiSxsd+6ohi8JWG57g0NNvctZS8cIli\njoLPT9DQUU5QRcJCqabBeteeX/GvO67iI4//5xx7npgoUhIwDQKmQUQ/cSxKp4wGa8+HXiMfbr2Y\nmzla1RfGktVXvTlqBnl/5mwGnVDiICZna2lepU1wnjrB2ZptAvtGYS0FVM4JFwhicj4js8xRryQs\nIRiKxGnNVkZqSOC/XfceFCk5Z/AIE4Ew39rxGp5r7qSk+mi89y7i552LRJAOhBj60ruPyYa+0m8h\nZWeJliDmrOviUZr5NQ3UORnc+wjb5jpHveFejHYuDdaVoRG+2PTCnLlfeghzgBiP0kKSEmeQYi05\nOsmhm4Lhsp+vdq1jnxFj1AgsWIMlpOQyOc41cpRbrAG0RYmF8/NfrGEbdkLGl4mzlwRFVHSXwHN7\nejpibCEaLCEl15bGeENphHFF445wEylFo8HU6daCXFcYJSQt4paBJiW35Qf5ZbCev491cFgLndAa\nrLhh8LG+Pm5MjeFfpD1URzBOAA0LP1ZVwWguSig8Qz0HiXGE6NRv5Jcm9Y6wlaDMQeoYw08hnuUt\n+WF26Fn2ahHuDya5spTiHH3h/nt9sWSFP48lBKZQKGk+gka54gVuIRqsgWiCkF4mXqou0Nn+jAFy\naGwmvSIvuDlfgJw/SEgvkTmB/JUWQy0frJ9uu5ArjzxXc3w9Fsdya7BOWAHrTy/ZIiPXvYMz5Thh\nDHQU1pLj3Bk+MYaEfUaMHxTaedGIMhLwMSb9lOP2w+oiUuwsprhOG2at8soxCS6F8WCEsqqhSIki\nJfWFTMXDeU/Lej5/+S38+LSL2TbaRzSX4Te3vY+jb9lOspCjrGqviBvVBIYIkcZHEJMgJg/Ryt89\n3caXN7/A3aNNhFQTqzNMQWhTglW1RHYb/TkuDE9wVA8xYfpI+MrUqzo3xgY4K1g7NUKfc/zHaOao\niPLgb4Jckxzhbc19ZAyNz768hXHDR7nOluRGe/aSNUdp2XEVBVd6pkLr9ANLBm2fkU6jyO9kB7g8\nk0Mi2Ey6au6xhXLv/2fvvOPcqK72/52irpV2JW0vbutuOgZTQ0kg8NKSQCCNlBfyJm8KKb9Ukjcm\nhBDSKxBCrwabYEoSejPFGBuMccV9vd5e1dvM/f0hrTTyStu8u17b+3w+9min3Blp7tx75jnnPIfK\nTP3A3Th5OOJCIBGpzp5bsxsMDks2dkVWjYaN0ShJLXUN5kfDzI+GqU7EubCni2bFgpskc+NhkqRo\n8l1fiDAAACAASURBVL6lEQFJ4Q9FtdzjLUu5tcgNZjcaUgwSlG40sNpuXpZhsFRjSSaDSKViMOT6\ngtg1g3p/LJF6jv7QsJPz/MPTBoqldcM+wEWLlK7lJgRn0sLpDD9VfgNuHmUqd/lSGdWyEDmOsmot\nyuO9a/GK/Wc52+0uHInUOCkJUHUtE2SckJWcgOMNbX7+sHL7gAxWo8s7IWKE+q4jKct02F39XkQn\nOgplEeqSxJOzFnL+1jVjqiR/uCCp65iuf+LQdxH+5s1tLD4X1ktZ/aZ38bJVuDiGTuoIISNokuy8\naarEbLZxJBrLAlnFbyFJrKSEjQkXXimOAJyShltKSXHGkAmj8i4eZuOnmqxxoUspGYGJ4BceKkqi\n2Ww7XZLotjkJmyxUBLtRdZ0FbQ3c9Ny9/HjFMmZ3NLGurI74XHPmjW40MxTHEgqpGl6VaQZrB052\n4KTMFOcEV09Gb0UDdogiJFclz/n7u45lBD8p38o8a+4b/kshL/XmEBFdxlagcGyq1liEMqKsET4q\nylSWt1fwdFcptZYoRx+vAVrGuCvyTkF11gzp+zWoVn7rquXywLtEUXiBSs6gZdgMaxiFx6njA1y5\nMhKj2asliV1mKx4tSV0ihlODRZo/s1ndZ2mEXWic7o9yr3d0uc/iC05C9Yy8FqIkBMXJJN9v2Tts\n4wpScULv4aHX4HK1oKUTPqRhl3OpI4QlrQGlCp3b/Rvx6QneNrnYKdvYpdh401TM+YnO/XaFlYb9\nBbftO4HXuW1888TpA7anToBJPyErdNqKqPF3ouo6ZaFe2u0uiuIRLMnEQTHGF9LBkoXgwzve49F5\nJ9FhL+LcbWuZ2dWcp4VJGKEDHVgJoeIlxgZSyXPJUe4ME5bB6tPButdprLOR/ajqghKRoFZE2SXs\n9EgpX4ZRu6VPYF0yvthJgBBY0zFFIRRk4HtiB1eKVPyPJskIqb9S7sGKQtNXUtc5857XM1mEEw1J\nJN7Dg4cYVYQzcRhroi5ejXiRJYhqMo8FK5CBb5bs5ApXNoarFSvtWJktermxsx6brPF8sJRu3Yyk\ngYTAJmkopIwtRRKp8hK6CYukc0JRDz8v3Tygq7APIU1hWXslD7RW0+POTqzxtDuwZ/s6AkoHxWek\nYrA0V3risRr6mDHNPqhyYryH+VqIKyPNVOrxgvIJhdCJmVeo4H3Jw90eQ8kpT9aQttpTn41MjxGa\nsWyLKPA5vSxKapzb28PFPV3UR6N48ujhtKom3rU7WGt38JyrmD3mlK5TplyNYV8jU1VINsGIPndg\n618fpfSy07BUe3PcgkZ3ofF7GQPaK0NJbmjajVXXmR2NYBvB+Hifq4wbPXWEUXHqSb7ob+Hq3mZc\nYuTGRhKJlSY3r5qKWWEuoT4Z5k/BLTmvDLokETJZRpTwMhIMhcFqKiqhJBI6oC9vr9XN5eiWnTjz\n/C7jEdYwGuhjsC6YXYkmy0giJXMikEjKCnFFJWS2sMflw6wlMeka9V3NWCdYMsZERRdmllPHLt3G\n9ddff+gzWINBkyQ6JDMdmJG0/r/FQNVrHGiEULCjcY3YjYsEU0Tq4UvIChLikDGuoPAAokgSN314\n3rhey3CgIjgunZW4FzsOEuzCybc65hJJ3+C+BLs6U4h/BctpSlo5z9HGnb21OMtShk5Lm84UNYwZ\ngck4aSMRFuo+tdNSfySEzPOhUl4Pe/h56RY+5Mi6ORJI7KCI9/BQS4gj6MapJKmviHNRRS/37upf\nosVRMRW9IlWzLWNcDYJVJjcWBHsUC3X68CbNTsy8nA7uL4Q+42p/YPzp/IrKUo+PpR4fCME310eY\nQggfUZqw04CDW+Za+x0sFSgkOxwYjSfvRYsweQt/73yoj0T4eEc3lYkETSYz9bHosIyrCArv4eHa\nmkq2m204dI3/7dnLl/1NFOdhcbpsTiQhcljngaAiODXRw6mJHgjvyruPLAQJRSVZoEbdaGMoDNbG\n0lrO2LV+zK9lINT1tuMoYHQeDMYVwGVpBktIUvbeprunSdewJVNxbn3eCAFs9tXw75nH4kjEmN2x\nl6J4BGc8ijMexZ6I4Ykc2BJcEwke4nySXdwmzRzVdodkYEmSVAzcDiwgde++BGwBHgamAruATwoh\nuiVJkoG7gXrgaiHEBkmSzgBeAi4SQjyZbvMp4LdCiJdH7+sMjkWim1v0DcTSgooOAyvQ4izGkkwM\nedA72BBRzTlvkvvqYBkRMlnYWVLO/LaGnEEoqprY5qlk6byTmdXZxBm71lMZ7B7zLB0FnXfx8j4l\nGePKiJ0JB5KALXEHS/xVgMR/SakYqtXRYlZTnLcAt0tOoAspT7mb1LttRCj8qG0OM80hPlndQRVh\nqgkzCz8WNP5NDc9TRT1+VASdUn9pEYBQyy5C7VkGaygQksSr5hK2KTae7l47pEzCGDIbKGYNPpqx\n9detGi9IEp2SlU7y/x5jic4nVmYYrIEwJRqjKhanLKpxij/Aub3DT3d/nTLasLKRYpKSzHazhfmx\nEPc1b8ajF75f7miYL17ydb618inmte8hbLLknfAEkJQVdpSU44kEB3ThAXgiQcImMwkZFKH3ywge\nTQyWRZiQFY5v2kZCVlH1A8dg1fV2oEkyEuKgzSZcmskiHNrzJAFzOxqZ29HId879Il9Z/UzOdk2S\nCZksSAgkkWLzDwa2K4hKV7oOag2h/U6K0IEYCjY0nCQ5R+zZ72s0YqgM1p+Ap4UQl0qSZAbswI+B\nF4QQv5Ik6YfAD4EfAOcAbwHfA24kZYwBNALXAk8O5wILvu0bnhM5kp1wM8rYxucoXV3ixGQPt0Y2\nYJEEYZuNhK6x3eZiRncLWz2VPD/9yFEV8pxoSCgKEiZUXUPR9QEZLEciRkxROfvzP2dmZxOnNmzi\n5akLeKdyOj987Z98580nxiUgvgkbKynlt501hNOCZ7JRTcD4oi5l/kPIsLw1FYejFac3G2OmNSiT\nYyxzr8ElJ2lLmtkZt7MjZqdISXKsrZc/dU3npbCXJDLvWVy81+HKBMfbSTLXFGSOGmRz0sZSvSZz\nbrJhg5ksPMu0qSRLK1PZdwbtKGN2nHG00G3Zft8csHJF0RH8X2Q7JyYHnmAt6MSRacLGPSXZOCRR\nnJ3gbGnmSjYwR0lDgLemG7MBDL+ZYf++LDyTmr3OfW25x45PN2Fow6jS0bd/IVV1I0tfyFXZt78x\naL3q48djqbCimHInjLiWGidO6wkwNRhndjTKhT37l1G2klKCkol7Z6dutCJp7DCZicgyA3l0JQRf\nWf0Me4s83HX0WWwoq+PFe/4vz37w8w99kqDZylOzjmfl7T/EGxm4LqU9kbq/gpSRowh9TAyLwRgs\nk65RHA0TVU20212ounbAXl4VoU9ETdwhY7BahIXQZXPygbeqn/yGIvQceYRWhzuniPWBRl/FkBJy\nDfOvMY8pRLiaPSMyroKoNGKnEQf/8HhZpzqJyApFJKjVYrRJo+vUG7Q1SZJcwOnAFwCEEHEgLknS\nxcAZ6d3uAV4mZWAppIYWnVwG9j3AJEnSR4QQz43O5Q8dJqHz89g2bOggwBdODVKyEDS6vLhiYb66\nj5U/VGjAB7ixoFFHCDVd4mS4waxjDVcsV9YgmYfBCpksdNucdNmcnPu5n9Fpd/HStCP498zj+Mmr\nS7nlX38f07diIzRgNT7elzwZ42o00aZbeCpWxqdtTZSpccrUOCfas0HNN5VvYhcONlDCtR25E0kY\nlTVaMWsy1tvA54o07SLc1I777KEzWBlIEpsUBz+11/Pl6F7OiXfhIms8GLXHujHzDt7+1s5hhNbl\nq6i8/GSUmvwMlk3X+Z+2VjpUE5usNkq0JBWJ4b+992IiKJn6rY/LMsvdXr7WOXCw8ftlU9juqeCM\nXev58Ypl3HDapTw742j+3xvLueCD1Zku9f3XH+OvJ5xPl62IP5x0Ib948cEhXZ9E/8D00cRQdbCs\nyQTWZIKwycxudynNRSUEzLZMhqKqa5i0JKquY9JTy9JQ76gbYwfzE5FPBysfErLCO5XTea1uLjtK\nKjiqdSdPPPTLAQ3sFmcxrgOYPe7HxOuU0YWFXkz0YiaBzGfYTglxetPbm7CzCQdfYze1DD1kQkPi\nfYp5i1JasGXGxrfM2YS4gKyyUVYR2ug+L0OZtaYD7cBdkiQdBawBrgHKhRDNAEKIZkmSytL7PwPc\nD1wJfHmftn6R/jfuBlZCkrnQfiz1epj/C+9hFr24SeCKRfoZHsPBFlzEkSkmFYQsgHWU8DyVVBLB\nhM45NOVMiBMF+RgsRyKGWUsSMlm44/G/ETGZqQx0c+LeD8aVQg6h8AjTaJCcg+88Qnik+KAq6VPT\n2lYzi7vZmHSyRXPyYKx62OeyVU1FLx14cBwQksQ2xcH3HbPojrdSToQOLFjROIMWyohm4oA6yVMQ\n+DBC+SUnYPIVjsGy6zqaJFEXj7HK6WRudGTPfwAT1SLEXuz9tp00iCsPIfj4mlfoxsIs/Gn5gCJe\nnTqfV6fO59TdG1my7HdUB7ooike5+p3nmNrTllds+EBhKDFYRtgTcab0tlMa7mVV9Uyq/V1YtESq\nGkc6YFtPJxh12F3EVBNxRSWmmIiqJpzxKNN62sbwGx046FIqWF2QSq7aV+z1k/OrcZpVuq0OrMkE\nkuHlPWyy0G530eZw02UrosbfwZfXPDvkZIdei/2AyVa8i4dnqCK2D3MkCcF7eNhMMe/iQUeijAjn\n0c5R5H+24siEULGgYUcjjMJqfLyNL++LUF7Io6vENpTWVOBY4BYhxDFAiJQ7MC+EEEkhxBVCiJOE\nEO/vs20FgCRJQ0pbCwaDtN1yN1qkN7UMG5a33o0W9tN2693EtR5a7r6TuNZD8713Ehc9NN9nWJJa\nBiU/Lzz4CHfLKpc9/AZLE1aOXbaW1mCUS5asHNbyo0ve5o/BSs5/7HXKgi18Y8mLxIO9nLNkDb3B\nENc99U9+WGHl8089y7Gl03E9uZnvmXwsWvYOt2PnuGVr+Y3kZtHSd9gTjPFfS1axKagP+zr2Z9kU\niHDhQ/3Xd/lD/OBv/2TRmldZ8pPfMmfDGq64f8W4XVfq913DxhD87r5lLGmW2PH0ncQSAXY8fScR\nAmx7Lr18wbAUAbY/n1ruePZOolpqmYgE2PXkncRjAXY+lVru+M+dNMdjXLVsBY2B2IDX0x6M8v1l\nLzA/vpf7H38s1c6/7yQeTbcXDbD7yTv4H30dnU/dRjwWYFf6PLufuJOoCNDw+B0E336b1tvvItkT\noO3P95DsCdD6+/tJdgdp/f396MEAbX+8Dz0YoOOWuyHeQ8ctd5OQu2i5947U8u47uc5l4YrlL/Iz\nu52rlj/LeepUZi5bz38p07ngsVe5zQ43PbY057j2P98DkR7a/3wPie4QjTcuIdYZpuGGh4l1htlz\n4xLi3SH23LiEZE+QppseJNkTpPk3DyACfpp/8wBysIeWX6eWTTc9hBruZs8vH0YN9rLnlw+jBHto\nuKH/sm+7Guyl4ZcPIwf8NPzyYZRALw03PIwU6GXXLx5BCvSy8/ql4Pez8/qlSH5/ar3fn3Mcgd7M\ncvcNjyD8fnZe/wh6T4Cd1z9C8yNvsO3ny0j2hNj680eJdaeW8a4wO3+xlLdicMHDb7E+pvGr258f\ncT81Bbt4asl9nBncRMfv7kWEemn93f0Q6uXMR1fzeXc5Jy9bw4oELHr0HR4Nuli4ZB03BmuZv2QT\nvw7VcvGSt7g36OWjD77Ndx+9lWNOPJKPrvg38sUXozY3Zc531Z3PcdbK5/nGbf8a1+dwoOU7zT15\nx4/BloFuP3/81R3Q0sI3//4U1r17+NatT2JvbOC7tyynqGEX37v5MaT0dlfDTn7650cQra2cv3T1\nAf/eo73cG47zsSUr6e4NcvkDr9EcinHe0jW8rTi4eMlb7IzpXPDQW9zWKfjU/a/i7/Fzxf0r6O0J\ncMX9K0i0d/CDv/2TWRvf5a7r/kzN1o187t6Xh3x+xdDPxmt5wZJV3BIs49Slq7hVM/HrR5ZxJ/Dr\npUu5E7hp2TK+LXn45LKX6E62sWrJbXwsuI5VSx7k4aCDcx5+m9sSTuqXrefblFP02AfMsC2gevkG\njrPN5tila1lon8VHl7/GH50yNz22lNudGjc9tpR/FGnctHwpyUgvbX+/K7W8NW1n3Hr3UEyTIUNZ\nvHjxgDtcd911OqkA9u+l/w4BlwGW66677tHFixcHJUmqBC5bvHjxXwu0MRU4efHixQ9ed911TaRc\niTrwxuLFi3cVOGbxWWedxca5lajeEkyVpbnLirLssqQEtaIU1VOCqW9Zbvjbm7t+e3kNzdW1vFBT\nT29VFTXFDj7plpjitjPHVzTgcqbPxVr3LLp8M5CLS9k6pxy7x42l0sfdM+YwxVJNa/EUNh5Rjqm0\nGFOlD7m0BLWqlE1VtXTVVPN63TR6qqpZUz2Frppqlk+ZyRnmEua4LZzqM/U7b5XbwTyfc0jXN5zl\nVLediiIrJ1SXjGq7o7Hs9U1FKy5np6MWk6sEa0lZdukuwepJ/12cXW92lWDJszS5DPt7svs7XS5+\nXBnkJI88pOuaVWylzT2FrY46zCXlOe1N9bn5ka+bM8pMqK4SdhdPw+TyYKoqQy0uwVTswTRvGpZp\ndahlxaiV6f5b7UP1pfq1qcyNqcqH6kv1G9VXjKnKh+LxZPq9WlqW6sdlZZn+nSwpJV5ZSdBbhlJl\n6PflxZnjLHWeVH+sKsVc7sZS7UMtLc4szfv+XZVaWmu8mNLbrRUuLNU+zGVu7HUezOVuHLUeLGUu\nrLVerGUubOm/jUtzqRtrrTe1X40Pc5kLW413xMeZytxYa7yYy7NLW40Xc7kLa40X59wqiubXYqks\nwVzjy+yn+EqwVvtw+Fx81ipzisXEET5Hv/sccVdytM/GTLd1SP3C7vbw4hHTSZZ7sFR7UUuLMVX7\n2FtdQfeUSjbVVTGt1MWHTGaO91k5zi0zzedmntvEp30xPuxOcqTPzjS3jROLZK5peZ+jiy0T4jkc\n8HnwOJleYueYyuJhHVfmLaa+1M0cp8rcYYxr9UVm5nqdOCrLsdTX4ynzsMg5tHF7Ii7r3HZm+VxM\nd1mZY/gdprmszPfamWeXqaoqY4FNYorbxvk+KydWuEb9OmY6zUPef5aviBK3m2pfCVa3hzKfF9Xt\nY67PSdhdyTSfC6/bRZ2vmDfc8/H6fMjuUmb7ipjltrAg/by5fOW43cW8WDULU4kHU1kZJm8J5rIy\nTCWp5RS3jWtdIb5tDzLP58TjLuKuumMpdlTzzIzpvF45g2hFBR+U16JUpMfDylJ0r5fe6mo0rzc7\n71emlmrfsqIU1VeSHYer0uNrRSmhV99m8eLF143IotoHQ9LBkiRpBXCVEGKLJEmLgT7nZachyN0j\nhPh+gePPAP6fEOKC9N9vAVXA5wplEfbpYN01tX9ad+qzIejVINOQiZE17mt0vu+zXhKC8yOdOITG\nzB6FI+jmKLp4nTI8xCgjSo1BgFQD1uLlaapJSjJ3Tc91x3xxRypwsC/o1cj06oZAYvaRlvji7igI\nwTSCLKSDWfhpxoYJnR7MzC5Ai+4PJrIO1nqKWYuHbVGFpxJlxIyZgzniP9mPhWIsMl1ln35wo3Uz\nF5iG7nKIIfN20s1rSQ9vJ91sFQ5saCxSe7jY1MpZakrKoUU3c3+imruTtSTTHs7AxnWE4+24P3IG\nwqB9JZkMOk0G1XRjP9UNOk0invrykkERz/hZGMrLYM/GE6jWrHtXVfu7RXOVKrLtGUvKGAPa+z6b\n8pSc6dd2AQ2rvuD24R6nCYn6cBSLnjpuo8OaE3K283dPUnXFyVhrvGiG4+KJrBvipw2NnN0Rwkvq\neRXAi1SyGi8CiY/QlJEIyYceTOzGyVZcNGLn5iNs/b6LSAfm/7FhB+ePQLB0omMoOlj7QkC67M7+\nhRvoksSrU+axom4eR7Tt5qItbx+0GYJDQSEl9/FEI3Yep46OfJnSQhSM+5SE4Hg60i68VM3avn93\n24uzTfSNXULwqUQLP4zuxJkW2E0g8SXHfF43lfD53gB3lToMJzCczDg35GQ1pZvO2ddYcitd+kvT\naLjq2vEtlSNJ0tGkZBrMwA7gi6S+yiNAHdAAXCaE6Cpw/BnkGlgXAY8DZw5mYN09I5sylvOdcy67\n0Po86wr9boabYdF1YrJMTSLKa3vXZtZ3Y2YXTl6mIlMY94H52Tuq5JTl6KuRNnhWlLEGWt9EUhmP\nc0wwxCarDYeuc+HOJPPo4Ui6sTE6gXhCCN5s7OLk2oHT2Q8U+kQAfxedxh1ybd59jCFUOeFUeQxs\nsY9D3ITO2XIH/6s2MEMeXpDnRs3JO5qLs9ROSqV4jr5WQki8oPn4TXw6u0tT/STp95OU45h83hwD\nC4vBwDIVzsjLbsjTwQv0aSnH+DGuT7VhzN6TDfsaM/IK1e9TpP5tDCYAmroO0W99vnWQm82YSGcA\nIgRCSDy/ZgsKcO2Mal4rKcrZN7azGUt1CYrVjFwg0cSR1Lmgo4dTu4N0mVSe8hXzhisbt1WSSPL9\nhmbO68qfWfUeJXzm6NqMDIbIzA3GZzx1TZXxOOf6u/lx8968bR2sGEotwn2hS9KoG0J+i40t3mps\nyXg/WZlDBYVqEY4HEki8SCVvUcrdxsxkQykr4+eC6LsxOdncfYOzwJ3UmKpH+W5kF6clc19IbrHU\n8HvrVBJ20e98xpfUnJJaBfT1+p5RKZ8BJgS7Pzd6BtaQUrOEEGuB4/NsOnuIx79MKsuw7+8nmMBJ\nHTFZRhKC+kS2FMtzVGXrio0Dms1m9rqz7NhRkkaDcGAnyRGMztvwQDpYEwF9HeSr1gbujVcjI6iV\nomwX9lEp95JA5mm9DDUpuMm8ZVjHzlOCzFPyC/WZJMFH1XaOUENcpi+gTbYQ3b2LuL9jZFmEk8hA\nAu7YsAu3pvOcx8VCf4grPwjzSo2Jeyt9ALQtX0XFAFmEAAFV4aEKLw9VeFMDrhDMDEc5vcdPp0ll\neamHZzxuzu72Y85jEFQRHlBj7CutLXykp5e7fWUsL/GiTdzhbsQYahahEWPBMrliERY2bSNgtvLC\n9CM5Y9f6Q0ooGoaeRTja2IWDJ6mjSxq7xBmz0Hmo932OTRaWH/lqrJEzYgEusc0lJg2gIj4IBrWb\nRrnfHLRK7mMFj5bg0mA7nw60kpQkHmQaW/ep5XbAIEm8JUqREcyld79F1ia6knsfdCQeVt+lXgqh\nStAkLDyul/O4Vs6eHGWlkeF1vWRMSmZUEOGG+FautszHOmUqqlw1ymc4/FAeT7LeaWNeKMJHulJu\n8zgyvyzOZrOVDZJFmA8Xd/Tws52pMkv/PXsaAC+XuPjarCn85YPdWPcxDFZQXrCts3p7uaalBYBf\nN+7mix1tzB5hpuL+YKzLwAw3i3CsURSPcsau9WiSjDrMslITHSPVwRop4sg8RxWrx0Hy5UehnQMa\nV31wkiC+37PeIBjlLMKJb2AZXRsFYjWkPKn2hd2J/WHVNWKSzIfCvdzavJWgovAnbzUPl/hISumY\nlwLuFmPbmiHGqu/8coHjjG4YVUka9ul/sUlN4ZGj+/6ys3ftNKaKAGfSQjUhRmrPT3QGqw9OksyR\ns79RlRTjq0oDX1UaeEd38bhWztNaKQE1251zukS+8cHwM08jQkJImAv0r5FCQrBbsmFHp233LpLt\nndhOP4uE2dhpDK5iKdt/ZCV/cFlfH8qlt0d23cY2jP1RLlDg2og+e0M3XFwhV6DRtZjjlmTgGCxd\n6t92m1Xl7RI70yIxFvlDbLNZWBOppEUxo6fd7kYGK/eZM8STKVl3rC4kpqfZ6oAic2wwxGa3mYQs\nU6bFM8ZVF2a24iKBzPtGNVmyv58u4PhwLrM5UhmI/YWQJKKKKaNbp0sSCUUhppjQJXlQwdLBMBIG\na6yh6PohZ1zB+DFYGhLv4uFVyrnF6susT7jTz4tjCIr8BebszJxsmJtNMbi8s3XQJhuxswcH5cRo\nkS05bkFJHXocaGEbom9AG38drEMWshBc2dvKsdEgAVnhn0U+Pl47j0azmYCiTgjSqhDasXKXNJMr\nxbacQsjDwcHCYA2EY2U/x8p+fmLaxjOaj+V6OetFEXFk4siDuBIFJ8o9/MW0cdSNK0gFKX4h2cQX\nkk38rbSUv5QtQDuEA3HHCpIQVEXjtJlNCARb7Rbq/SmjoT4So55dLNxi4Yq59URleUQMVnU0FXR9\nuzYHf5OZRG0q+H2V28FrxQ7KehRep2wfXbb+91ISgl2WiaFDJguRUxpLESnhUXsijibJxBV1v0SD\nJxqDBRM37uS1urk8P/1IFr/88IiOH2sGqy95awXl9ErmQfcfLZwQ82MTg89dW3DzmlROizLGz9Zh\nx2CNIcqTcR4r8nG/uyzDVMHoFJ8da4TSwmlvUsoi2pnO8At3HiwM1lBgQnCB0s4FSnvO+oSQuDY5\ni3/pWZfOXCnAhUobZ8idTJGHV0R5pChuXM/lXSHOOvU4NvntPG31stY0diKqhwqqInF+sbmFkriG\nhCCiyHxtbh1bcLMSMxVEOJ5OpkdjfLuxmRtrq4YUg7UvNhRZObE7zL75I70mle/MqeO/3tpnYBeC\nKdEYx4aCvF7kosOiMiUa4zt7m3GOshr0WEAROoq2f0zPRGSwJiJ6LXY++/Fv8aMVj464jbFksATw\nGFPYi53IiP0hI4M6hBfOCAoBhigUur843GKwhmLs5GOapEJ+QQNT0ZZ5IxCokiGDSx56+rjxNDlp\n5ZmC5wbDzdhGTtaW4fIM5+zLRDQb3BmakHl8YepzJGbCm7BjbjEzvSu3ZMpQMBEYLAFs81RSEg1m\nyheNJkySyAwZffWc92JlgRxgijQ+xhXAWTVuTqpwYhZh7PEknbKJXaqVnoTxEeyfTQog59T7S2fv\nGZ+LobjRjWeR+zJcBz/O6NJT8rj9jG43VcqfcSgPwg7myz6sjCS4cG8AWcDUcDwTaH6/z01cvqqO\nTwAAIABJREFUkfjuSR4AzujSqdhloiaW4FPtXSwMhFh81nzW52GwjM9nJisxvf4pbzHntgb4angz\nTcJOUbMDs65zRDCCM6mzQVTSgAOtrpOFgRDHB4P8bFOK/QnLMm0mFZsuKB9ByZ2DFRORwZpoEMDX\n/uvLxBWV87a9M+J2xpLBkoBL2Q3Ao0yhS1jowczvtU1owJ2WatZZU7Gu8+IhFCF43+osnJEvBh6b\njM/hKmuqhH2+b7YGL+/g4ZfVvky4gGROjSs5GdfGsdAo35THVsqXOZhan2ks71caKSa8gTWJgdFp\nMnFrWTntqokPt4WZydCNlAPNYCVkhblf/wu6JPGJjSv5zXP3jMl5TjBFsEp+liRTKcY9mHhQVHGc\nNPraYoXwemMXW7vC/OAUBzWJGAsTAS4JdNNrFvyguJ496vinX09k2DWdhd0RpoZzw1obm6vpmZoy\nYiyazjaHBU3OjpTTojEanl5PotQ9IIM1O5gyrsviCT7R3EOb2YRN11EQTCfId3bnMsLHsZ12LJQ2\nxPq1Zdd1psaGEJtyiGGSwRoY3VYHV1/0v7xdVc/7N39rv2LexisG62PsZg8OagijJFLGyEWJdh6i\nnJtdVZwX7mKr2ZYysEYBIVlhndnJsfH+HphtFNEkOXJiMccchxuDNYnBsddi4c+VlXS3aVzGLmYQ\nGBKTdaAZLJOucf2LD/LpS7/L3044j++++fiY1MSaSpD1ojhn3cvCM64FuU+p8XBshTvnvsynF39C\nITGRg/0OEBrsJv5TXsSXdndh07P3yJz24bkSGl/f3cZF7bk6VQrwo4XTaA2FkRqS3F7rI2aIqzim\nN0yLReW6rc1MiQzPKCqlv3F1OGOSwSqM1+rm8tuTL+bsHeu47clb8ESGH8JhxHhlEcrAFLJFtiOq\nGU2WUYXOwliAb/Q0cbernCeKfIUbGSbesLgzBlYSiQeZTgyFTsYvFiyDwy0GK2fuKZClNOhxOeuH\n51rJs+s+mYGFshL6r1OGlJ0l9ftspEAthoxDxeCSCcXMPHCUxF6/l//XFGdabPDJ4EAzWACXbnyT\np9a9wtqKadx46if409N3jPo5jqGLciK8ocxnZ1rLzCQEAUyUMD7Mw5uNXWzvCvG9U2bmrLcJnbpk\nlBbFkkNpG5lqYRCl7etX+URt911fCPlcdtIgrkDIzbzr63s5WYEFPo/kes5tCfCZxh5sukAHdjjM\n9ISKSCBTJEf5aI+fE/2h/o0BS1Zs5loE9qoSHq110ZXOLnUmNW7YupewIlMWG3lw9yRSmGSw+qPZ\nWcL1H7qMz6x7lceW/GrUgu4PlA6WLRmnqaiEywPt7DKl3ISz4/lEmfPPqznIuOEM87gKbzhcfD2Q\nEuFtxcpuHNwxLas5KcnZcaev2sWQ4qQN15EJqRhsXJrMIpxEIQhJos1kGnKQ7YFmsCDFYj3wzz+y\ntmIqN53ycfa4vNT6C5coGSmqiLCUdzlJnMTR+LmaPeNmXAGcVOPh6IqU4nUvJgKY8GNiKy7O74wx\nXwpzZ83+a3odEhCCN312bJrAua2ERhzEwkpWbRnYYTfzZIWL+lCMqg6FWYZSUt9eNANXkZO3YhV0\npd/6JSE4sTtMVJaoiR4+cVJjiUkGK4s2h5uH559C0Gzlv995nuOad4xq++OtgyWAjaW1rKyZRXE0\nxLzNm4j1FNNGG0dHw1y1PcLt00dHeHuNpYiYJPGws4yGQHmOXM2443BjsCYxdJh0HZumc83UKXx2\nW4QP04KCQMoJtc9iIjBYfTi6ZRefW/fymJ7Dica7vIaOhHmcXIN9eLOxi61dIeacchZrJS8IwUdo\n4gL28AAzxvVaJjwkiV6zwmO1Lk7e7uq3OSlLVEaTXL63hw6zgoSZ7RSRREJD4qcr3+ei06qJeR18\neVcrR/ijzAjHcCUPPX2kA4lJBiuLslAv31j17zFrf7wYrKDZSpfNiSbJzOnYy/z2PfgxcQuzEZLM\nVuHiFNpYSAe3Uzcq54zJMldUzONdaxFfDI5f4lFeHHYxWDn10obuIizk/svxOBaoE5hZV6jpHFdl\ndv1grhfj9RdyoRgzqvo+F8pkNatGpirFxsSFzicbe1mk9LLdZKYrWoQVjalkC9v2YSIwWEacs33t\nmJe4SHX40TOuNCReoZzoPunN+/amSE0xz853cnNVLZIimBMP8bPmdh63e/mjp4QuxZRLexsTVY19\nIi1mqyv53dTGjFOzmnWDDeayM9bsy8kMLODWHk57hfYdSnbh6rM6Mp/7cHpbjIW9IZ6ucLK80k2T\nzZTTVqjmRB6qLqZCCvKXd/x44xNfNuFgxCSDNX4YDwZLk2QeWnAal258g5Jo1v3ejpVbpqWC2qd1\nSJwSgNNopUivJKCkGeICoTc5yPe4p4971+YESXDX9JQcSo6wt9x/vjWGTRRCbv3VgeeVzBg7yWBN\nYiBst1u5ts7N0aEQf9q1k7m0s5YS7qCeU2jnFNoy+04kBgs46OqHJZFYxhS2SMWD7ruxsZ13Gtpw\nVdVh1zU+FWxFBz4c6SbeLXNPUQXIgj2qlV5l8rEcCG/67LzpS7knkumCyrakzpd3dLHdaeYfD6zm\nyrPmcpUuYR5fovKwwiSDNX4YDwbr1Snz+Px7L/UTn00aLCaHSL2s2NG4qreFP3hqxux6DggONwZL\nGYIMvhH5GKqhME5DaXsk+xrPaWQGlAIBwfk0gYz75OgSGdqzmbOfLaYke4rgak8tJSHB/21v4lTL\nLt7prcFDjLn0pq9hYjFYw0VcUVk27yTWlU9lSk8bl2xeRWWwe8zP24GF9ZQQRGU2fs4XezGhE0Pm\ncer42dTSzL59ZRyS3uk4kwnqTX4WtzZwQjiV6ekQOpeF2jk/3IlD6PzcM4U73ZUFEzr0ZKp/xJMm\npDwV7I0B7w5DcKjTlI03G5R9GmmwegHWSs5TygpAF/3fFgv1fyPMQgMhqAprzOyJs6nYQptNwaoL\nvr21kzNnVzEzomEex5iVwxGTDNb4YSwZrC3eKrZ6qzhr57q8yv5t2JDS44pDaNzsreSv3ipmRcPY\n5GROli7ksks5TFOeoaQQa5+Ptco5rmAgff5xc7BE7YxG1yhndB+yI9BwjaCxwmjcr+FMckY0SVaa\nnHBXtY9j/CEW0MOrlGcMrInGYA0VvRY713/oMv4183h2lJQTV1Mqvw8dcRr3//OPFEdDuGJjU//t\nAabjJMGHacZBajCKIhPERDtWIgUeqdjWBpLtnRx7+jxmxKNYDKONIGVo6cApXXGsXUFunuEY8Dry\nGVeHE+qCSX77VjsmAXE5VQam7yf5w8rtXHvabGZ5J5XyxxKTDNb4YbQZrJDJws6ScgJmG5XBLi74\nYHXe/bZRxEtUZP52Co2l7pT0yTrbIfh8HW4M1iT2HztsFq7f3kQCP1Z0oshY0Q86BkuTZO485myu\nPfsztDvc/bavmDKfKd/+BxduWcUTD9046udvx8IZNFNNrvFmRacVlfcpoVXKnwlomVmHZVoFOoJr\nKqdz6Z4o5URpwkYFEaYRZAsuVASXs5OHk7PpVMepPMRBiAanyrULfVSGNKrCSc5rDOFKpAbHby+a\nQXXRpHDrWGOSwRo/jAaDJYC3q2eyvaScY1p2sqCtYcD9O7CwjCk5rI5F6DhHWcpgQuFwi8EyqcO7\nmUqmDMjQ6UHjcZB1dRQ6rhCjlI81G86+++7fdx16gajBQoHJ1j6tLDMkhUyHHZ6tcHBOS4iFdKCk\njzuYGKyIambp/JO596gzcMXCfH3Vv/nYppX84aSLWFM5nffLp1AR7KG2t4MGdymC0Sv8mpAVdF3g\nJVZQwHUKIUKobKIYkyNXBsCpaTg2b2ZTT4TlF56G0CXWzM6WcpkTDWMWJay3Ori0twN/xEq3VUHu\nK+CdpxyTkUI3JjvYzVlXoMucTWpwmrKfB+tXhSDn4fiH4t4uiDyuw6H0dTXt+mwvha4ywQZkonYr\nn9+Q0uc5mBmsCArbKaKGEMXk9iMNaMJOKzbW1ScJmGSO64xyatvI2drd7lKerj+Gp+uPodVZTHmw\nhyPaGrjupYcG7R0NvRF+vXoPd1zkRZNl7InRkz3Z5KthZ0kZFcEefGE/VYEuVF1HlyR0STro4jX3\nF/vLYMUVlR0l5VQEuzlh79ZB94+gcPmMenanC5eb1VRfNKNzXdtuvjxtOr0GIVC9kCswZ3V67DLO\nzUZXoLFkXI7WpGF9vnlzCMNOvuPyaVuK/azPuS8mvIE1iZEjaYhxiafLiShGo+wgYrBsyThXvvcy\nV773co7xdOfjfyWeDgo3aUlWVc9kr8vLA0d+iKdmHUd9VwszO5up72pmTsfefuUq+n6NfM9ot9WB\nJssUxSJY9q0CnAdz6OUY0cky3Uc0/SZUnEzyj4ZtrCm18pv6OvIpMG22ZvVkHiku5ZHi0jx7TWIg\nvFRnocMm893VwYOWwWrGxu3MxIbGUXThJsEUgniJ8QZlrKeY9jRDuqaunV+taWde78iNmtfq5nL6\nF3+B2Ed3qMPu4udDOH73Ecfy/iXf5KQjFvDUgzeMioEVU1R++OHPURIN8d03HseeiNHiLGFN5Qzi\nioo9EePYUdaYOhiwvwyWWUsyp2PvkPZNIPEwU9lt6f8M/aGikjedRdTHovSaDoDS+lhDnozBmsQI\nUBvuP7UfTAyWEfs+AjuLy7jqoq/ht9hYVzGNfzzxN9aX1bGyZjYPL8h+N2sixqOP/Jrzt76T01ZS\nltElOfN23GN1pGMTuikJ51cL3xftWNhEMSfQzkM7OwnKMtWJOO2KymPFXpY1N9O+dQvFF5aNwi8w\niX0hJImd7tRwNpoM1gaK2YKLhXRQSz4F69HBO3j4DzXokkwImTdFGdMIMIteBNCInQgqLhEnjMoF\njcERGVchk4WPX/4DGl1edheX5hhXMzubMGlJLt6yakAGOKaonPzfv2Jbcyf+W25j9rHHETTbgP1P\nMNniq2Z3cRl/ePimzLrKYPe4JK9MZIyXDlYEhQeZTqPUPwbUrOtss9pAklLLQ9FTqI9ubOuEN7Cs\n5qxhYHQTDOa+k4aQCTWYm854PqPrIvc6RlYqZLBsQcivQdSXlr4v1DzaRSo6US11i+tC/Q2sg4nB\nKoSErPDTsz7Na1PmcULjBzxz32LO2f4eAJ9d9woLv/xbAGZ0NRM2Wbjkih+y+a/fYHp3a6aNlLtB\nR5NkwiYzxdEQVYHBB3QBPEMVu3EiIziTFqxoaJLMLouVf7s9bLDb2Gy1EVlgxRVPpLJijYkzRop8\nn7b7oCWz97xPS81uy06uXnvWCCyzZWueWZXsPTcZ3HF9WX3GLL5C/XukMLanFejrpkFchDFNzbs+\nqRs0xwyZkt7I6MdgvUI5L5zjZ2O7hW6LnW+/301NaHRnlr3Y+dfxOuu9rTnrP9AEn3ohgSrgSE8j\n/moLb1eYObYtzsVbR2bs/eL0y3i2Pjco3ZKMU+3vYs3fv0tRfHChx4cXnMo7VTOgqAy++U22+Gq4\n+sL/5T8P/Hy/WawjW3dz87/+vl9tHIoYDx2sACpX1M9kqzXFkhp19KzmJEcFwvxm2x6uqZ3Gaqcz\nZ+wyzkrGp9qYjJPN6s9ulxXjuDQ8zcjM+XLKyxnOXUAxoM8dqOTR1RSFRCdHiAOoST+JsUafcVWU\n0ChJ9J/M+hisgxkmXeOoll0AfGr9ioxxBfCBtwp7esKoDHSz+w9fZsefvppjXMUVlQeOOJ2bF34U\nARTFowNOEn5MvEo5tzKbvzCXt6QykshczVYqibCMqTwfmcaWnhqUFg/v2x0kZJnolj0EVx7cv/VE\nx+yulEH5h5Xb2RsYuiJ0BIXnqORpqthN7pv7kXQjC8G7pVZ2uUz8+qgS4qM8bN7PdNZ7Lf3WJxSJ\n757i5Wun+7h+oYcVNVaiqswbVVa+f1oxtx3hoN02vGupCnT1Wze9u5V/PHnzkOOaMqn8DQ3w5z9z\n9o73eOb+60YtBmssCr4f7Hhkw15W7R07Fq8TM3eSNa7y4ahgGF8iyX07tnLzuhamxKLMi4Rx5ZF2\nmKiQB6sHfLgxWJPYf+Rjr+DQYLAEcPfRZwKQkNWc9Sft2cKWv36dKd/6O1969wVMukaNv5MVdXO5\n5rz/xm+xE1NMhE0Wfvvs3ahi4IfvbXy8QjkhKTe7L4CJ1yjjPTx0SPmZE+vsWizTKvJum0RhlEQ1\nztkVxZaE9V4TugRIqfurS6lgWCGBhszR7al+no/B0pDYShEKgimEMKOTQOItSnmdMqJSqu+8RRkX\niQaOIWWInEobU95Q+csCN9vdZvY6TfyTKRxHBzWEse2nn6QNa+bc+dDiyL9NlyVW1Fh5o8rCaXtj\nfGJ9vF9QfD58dfXT7Cou4/cnX5xZt6m0lms++t+su+VbQ7rmc7e9y4o7f8x6azFLLjqTL777Itbk\nZH3HscRoMVg6/VmVbRSxnLp+41ofbJqGN57guHRxdRk4m2bO/qAZgJPnHME+hSwOXhxuMVguS/ZN\ndMQCiIXceKPgChnpdQwF+VyE+Urp7Nt232enHMcft1AWyT8JHKwxWEYISSJgSb11OePZbCoJmNbT\nRkJWeO/W72RSkve4vGzxVXPzv25jUeMHiHQb8iDUcBdmnqGKJxYlIF1yyOiufYS+wPREzn0rTZeu\n6Vy3lURzF1WXL8zNWC3QJ4zusXgy+1lNt1duz7oCveasi9ChZrMFlUH6mzaEvmRsI2H4vvlEQoci\nKKoZXH19CReqwc1ndP/ZwxK/fK0XZyK139l7hsZK5YvB+id1LD8v9Tspupm5gShdNpluWwyzvBMA\ni5x6E38sKpj7PFjTL+a1oSQ/XNvN/1vkw+wK8/KFAV4GzKEiPrchxNHtCUwjSD7ai52bzjbTa2lA\nNfxGUS070eXel/5hAEKBpyrdPF0uOHtvmCs3B7EPYPSpus5FW97OMbAA1pdP4aOf/T8u3rKKT7//\nKsXRwi7IkmiIUxs2UdLmZ/XK7XxmUgdrzDEaMVgJJO5nBg6SzHS0sdrp5FGvh2Z73/iSxGlwm9lM\nCRQh+ExjF//T0EluYTaZ39RW8FaRk4AFTCLLYg3HNWccKwuNi/nCafKVttsXxvCdnPJfUn+lgcy5\nJrMIJzFU+OMpt8O64vysyqHAYMlCcMnmVfzj2A9zyeZVOdt0SeL3J11E0GzlC5d8gx6rgwVtDXx2\n3Ssc37QNSBli0hD87nuxZ9KMR4KiuVXI9d4RH384otcq88hsG19aP7x4o3wMlsnwMqXJEts9hYe+\ngFXi3uNVPr5SwZc2pj0xnZ++Eua2s3X8VglNlui1yvz1uCIsScGXnlVYRMewrrMdC8EBpM4UXVAZ\nTmLRBElJom2AikxJWeKZWgczN9s5m+YBz3vyns18dOs7PD3z2Jz1z9Yfw8qaWVy68U1WVc9k4d6t\nA/b4SR2s8cP+Mli7cXAfM9DSSQ3XzcrqCKoDGOQl8SSndoW4YVYZr3scLAhEuWpDiPcoYUmpQYvw\nINE9Vgu8BPZBGmUGazIG6zBAu1Vlg6t/jMehEIMF8O03n+Ddv3+3X6ZRl82JRUvgt9g5ffdGnnjo\nlyxf8isu3fjmsHR0mrAhAcfQOSRjLB8Cm5roWDG4/swkcjGS4c4Yg9WBheepZBtFgxyVi00VCjcz\nh+XU0p3W+5lGkBtfCPPrZ0OYtGw/iKkSz0g1tDK8wPqj6eZL74f6VXN3xnU+tiPILSva+Osb7fzu\nrQ7+tLKda97tpSRaeDKUhcDG4PEwJl1j2SO/5oTGD/ptC1hs3HDapZx49a/5yVmfGXDe7FNyn8TY\nY39isDbg5m7qM8bVcNBhVnnN4yAiyyjASo+Dh6TpbJRKRnQtEx1ilGOwpNGOmh8tSJIkFi9ezPqP\ntGTWFXKnDCZwWOi4Qi6NQY8rMOwYM536rqmQS7IQBToc8cdcd2H/h8efSBlVshDc9/pePPHc7yuE\n4M3GLk6unWRWjEgi8RIVPHmcoNFmImSS82aWGmE1ZNy4TFlXpUtNTfSh9ghqMkpxjROTlJ0kjfdQ\nM7zvJEXWVWZ0F/b1WaeSdQX2ubYAlAJ9WsvTPxKGcxRyERpR6Foz56bAuQt8r8z5ChznT1o574M4\nF28ZXvD02pYeKj3F/Mc8g/WXNGR8Fk4l62K0yLkxQx9drVLdIfPAqToBe+5zqOhwzE44fZOEK5pa\n32WVeHq2ibdqFXRZQkuo/PlpP2qeny6Iyge46MBKCTFqCGMnydv4aJnXS4tD5uNboihCEFUlpvYm\nsRQYmpISNDoVmooUmp0KCTnVP9xxnVNbIvhiQ39x6LAXcfoXb2BTaW3O+k+uf40dJeWUREPctfwv\nVOcJjAcIxBLs7AlzZHn/qgqTGF1s6wpSZFbpdJazFztn0TzksKffV1VwV0UZNkNGvtuaHaPMcn6j\n3axoyELww7VdFCV01hQ5uHNG1rBKGNz5hUSv82XF54oGD+4WzDe/Fwz72c/aqUIIlp5yG2IoPsgh\nYNJFeBjAntQpGiCL8GCOwRoLvE8Jb0jlbHGNXtZO87oOwk29nPiF2aPW5uGA4ujwYyJ+u3IHs087\nB91XNORioDUdEqV+iSMaJN6YkztIazKsngFrpwqO3yE4/T0TzqggIcMJjRpdNomtRSrdVonSSPbY\nODL3UM/RdPIyFYTTQcRzRA8L6aCCCKUbLZxDhLIhME8AqoCpAY2pgf2XivCFA9zy1N/5ygVfYXNp\nTWb9h3es48r3XsIySHbYZC3C8cOSDU1EyqZjnjMNh0hwIh24Bklq2IyLV6jgroqRS5bM7olzXEeq\ngkVpb5g7pxePToHdCQqhjS7hNGlgHQYImhReLnfwkZZc0cxDIQZrtNCNGRM6NpJExyAlpvJIH+q8\ng690y4GELSE4vmn4KeAnLVpEk6uM4ehMdzsFpX7oLCo8wCYVWDkTwu9VczJtrKuUiKsS5qQgLEv8\n7iQn338jiCeaasOMzny6+Tc1OZPSDAJ4iDGdYKFTjRt+edoncowrgP+58CvEFZWvvf2fAY+djMEa\nH4RQUOefRNxSgk3oXMQeJATPUMU6SigiiYcYF7Ank+BwH9PZIbnSLYw8cHtTsZlmu0J1WMNLnLJY\nkjbroVsjVVIOsyzCEvPwAlwHc/vlc6UNt43cfQ3UqDGQdoQB0TkiimkUchsaKdpkHlevXc2+4TxU\nU8wZrSFMht0mGawsNlLMItpZylQ+IOXymObszGx3qik3ldHNZKSYTQY3nV3OurQccsqV987rHXQ0\nRDjhqtzJLJHHZbYvjPskxNAf2UJ9sO8ZMBlYk6E8F/ncjDntFjifKSeINtsn+9or5OKv98ewjICo\n+c/7b1L1g248U11Um/yZ9Ua3YEzPThJRobJyjsbz8yXaXRKC3O9qdOma5CRbP7GV0581cXwwya6K\nVB/wCBlssORM+Px/bDhIkkRiJykWreuizZk2HkDnR88nYWhFAsYMSxac2k90FEBIMovPuJyLtqyi\n1t+Z58gUJhmsscUqfKzFQzdm7o4+j6vKS82iqUR6zWxyF5FQJKAXgJpQgktWaRlb6ki66RRWeiUz\nNcUpXTGPJTuXOpTsGGV8bkNJQ31BITO3K051ONX/27Ciu+P4pNRzZC+QsazmhED0HzPUAi5JI/LN\ngzDyublvjCk0zmXEl5Ojm0U4GeR+mGC3w8ytMzx0mZTMdDfJYKXGo9V4acRODyZ6MOdUjx8tTD/a\nxXHn+ka93UMZuz0SLUXDuxdBVGZePRNnmX3wnQ3Y6xO0uWFfW8+cBJ8f6tphzl44ervMwg9kXjha\nyxhXRnQ7U+r+TdjYQRGn0MpZojknOWJeq06788C7WZQBEj06HG4aXQP310kGa2xRToQZBJCAqjPr\nKZ5bTkKRWOexpo2rFCQhuOqDHozhR0fRzZVswyRG7kqWdcHFO1NvATtcKs9SdUi7B2H0GaxJA+sw\nwvJqN9ccU0mzLcWCHCpZhPsDGTiOTpwk+Re1tErDm5iHih1r/ax5Znhp/Ic7YqbhDXZN2HiJCp7/\n5zaCbZHBD8iDfWNkfQG44nWZL7yi8Mk3FU7boLJ6ps6OysLGSS9mqogwCz8NOFlPcU5qxMYKhZfr\nFZIHePQ9d/u7LNqzpeD2hDIwuzqZRTi2mEKIs2lmPj0Ent3Coue385P3Orhsl58F3VkmXUgSNx7p\n5YoPVfMIUzPrPcQ5i5Y8LReGL6yBENQEkvzirS6O6UgxXWt9FrZnXI6HLg67GCyXaXBxwXxZSPow\nbcdCmUyDtWc8LtddmFpvzKDKzRYscH1KvqLM+TMqdDnbRsTg8uhzHdoNNLBsSV2brgr6dCsnGaws\nKgnzLh7iH8uW2jnSkg1yL5JTE7bV4GYyZs3ly6qDLCV95LFm4vNMOOQYcYPLr1DWnxGKQWF+sDfS\nQv0t5/qk/m0Uos61nMzY/G6zPhhdmfkERfc9rm//qKHvGt0VFpK8MQ/CZuhxgOffs/gUOzAhEKTK\nFglAINGBhUeYRlKSOeXKaXgqVMxygkDSiiuSMpRsQSedTolmN1S3KSxo0em0S3Q7oLpHMLddw5yE\nJ46S6SyLETVDlxf+fr5OTYfEgt0KvU4dVIFCrrtCkZKZ7915+Tpe26Aya49Ke6+VNslGmSUbb6UJ\nmc4KeHGBRF2HxMwmCYWUEOQOiphOIEe3K4lEAhkl/b0t+xFTY4QrFuHNO37IFm8V9xx9JvcdeQaN\nbh++UC81/k6cg9QlnGSwxgdn08TMIjduswrBBK0OmVkhwTafmp1z1NTz3jkvQPgDCXsytf5E2jmS\nIjrtMkVq9n4aXXrhtLCtMyb4xJYIu1wqH98Wzgkniacf/Qprb2ad1zQyH3ehMS9n/CgwHvUdawyP\nMY5tSoH5uG8sLDQ+ZrII86UB7wcmvIE1idFFXJG48ZgSfvNqD3YRm4zBIqW1ZCdJEQlGxnsMjq3v\nhmhtiHHh1ZPlcoaDzdXZz71SEUvENE6nlWeppqkA27jyvu189pJZXOEvoswvYdb6BlL2LwE4AAAg\nAElEQVRBVhGxsJGycJfOcmOonASNpYLG0mSOsTgQVs5PsrY+SWB5gbd+CVbOEqycJfAtm8eZtNCK\njVekCpwiwam0Mgs/HVh4hQpasGFF4xpGn3Ge3dnEL194gOtffIi4omJLDk0WYzIGa3xgRWfZhr1U\nlJXS6DyR92e3FtzXb5ZzWFgJqApodNoHJxwW7UlwYmuCE1tz778A9mybNjJRuoMMhx2DNYnRR5dV\n4SGm8QVp6ySDRSqd3ktsyJPnSDDzGAdT5o6N+/FwghUNDYkezCAETpLEkElICj4R5VRaOWlWPads\nteMwj2xGmNYBrhD4HYPvOxCiFohLgycxtEs2HmFa5u+gZOJpanh6n/2qRS6zNdpQhD5k4womGazx\nxInzZ/GCeTqWQWKgOq0KFi2X/dzj2qcPCsH8Zp3SoEAWoGsCRYcTG/tn7HZiQUZQRILwYWAuHHZZ\nhC4lyykMxZ2SyUwqYG7nCKINKyNh/2n5nJpsBShQ43X37VNIENLoZjReXyxdPNYo6mjM3Pj/7L13\neBzHmef/qe7JgxyISIJgDqJEUVmUZNmyLclWsNfe3bO9tmVJDpvvrLtbr/f5Pefb5+68t/YGb7h1\nkBUsy5ZlS7YVKcmKtgIpMUjMJMAAIoPIwKSe7vr9MQHVmG5gBhyQEonv8+CpQXd1VXV3VXXV+31D\nJOnnhetHqToQ4F/uW5BgTeLhPlYSER42ho9nj2csAFW4iq6VfpVwsAxUJVi2GIEuAabVd6vSapn+\nm5dDUWUIOPUrG1zmldlE6m40qdpn3RyQThWm/FTuS73viOVD+8RWPvi0j8pJwZ+xHx2JD4uj5Ton\ngxob+1MxAT//XDtLp8UiLBTViSTJUivdDmdXEU4WndMX6WV/8GrOfanPIya98Aev2eYG1doxIKZ+\nJ0Z98NS7x9XHggTr9KCTEP8tcZDyJRGar15CyOZY0z62Lh2OYWpwsNJDZLCcXVRhlnZQSmo8NYxK\nbn3bZFnaOHQkAJawqIpKEhq8Vu/nyt44fUGNl5oD9B5uwYtF/yf3A7DSM56tS1WXMG3xRp0pOyc1\nCvu3bWYLv3yuyyceqhMyKg1mka0I3/ULrAXMH55bGuLyL17C28lKWpmY1XHd2YYYGm9Rw1ZqiYj5\nHQoLEqxTx3nHNConUxNhUHH90Dpq0jo69b9TLMJ8kUDjXmMViertp9bYeYA2B+fSkvljdhYkWKcH\nzUT4Zk0tzywuY2CWvPtqPLzRWMpwQGPJFruH/vcdsrhxr0VvOWxfDGMn6knGNA5Ryp9yECyNXb1L\neR0P8aiGcVg7660Gp0M7F60IS/UYpWn/QyV6LOuLyO13uSfl76Ncj1KeloBVeiap9Exmz2fyhLRE\n1m/R9N8znS/VYpRqsVMqI6THCaVDngQ0I7sj8GtGdhcbUNKp88lseBS/MPALh+Pp1CPMrF8Sr7Dw\nplf4IU+ceMDgvl/s4u9u8PAnHy7nZepmCPt5duE1atnxmd3I255nQnj50G3386Hb7gdgiWeIJZ5U\neJCwSBAWqfc1qyRGgY6Vza8Ji7Zd42x7Zji7w/KKZFYyor5bnzDxpd9XQBhZCYb6OyNZ8wozK+VR\nf6vlqb/Vvpc55nZdSIsTStcT1uLZOm1lpNujCysrUfOJJL70fanXqfWYaDm7WVufV+51wgwQjwe4\nZrfO9TvyWwSrsQgLhQ+LjQwRjtonWrXN6nMq1aOU6lHb81LfrYnI7o4tqWV30pqQWSlghZ6ai+q8\no9R5U0rE9Z5R6j2j6TpS89/mt3Pjic4GQ5+/jcOCFeHpw/bXj1P3Snf2/wpvhApvqt+UeWLZkFxj\nixJQEcfSBMnf20Xy93ZREpPceDRC04jk+1dpvL5UcEEXnF/exabyE5gIDi+N8dhHBhkQQYKfepWK\nT/0WhKDpU7+h6VO/AWC5P6X7VesZpzYtybJ/26bGQKkWzRoGTZ9LIHc+yxzPjKfpv9U8mevUutXv\n//Q5KiCmvqvT22Nvc4ywLK4W7rs+FmFGxA6F0XTFEBuqcBPxu1mPzVafm3WW03E36wqVslHzxC2P\nLZ1eh5H+LaWka9cwNefXAZCwPNx6dILPHZ4SA59tMBA8xhIW3fZE9phue7dT4yEm7c4oARIujj5V\nSs90sN4b7jdIxCzqlrh/JAvpj4X0u+nI9BW1L6nPQLWMtd9Xbp35xM5Ur1Of6dRiw3lsjSZDrO4S\nfOhtnfJI/jvLXb0jrKwqIeyb++IiieAdKjlAOeWb9zFSanGy3CKs59LGYKfzPUlY2u2lv0QwUC6R\nmr1fqRRgZjGq0qEqLZh5z4t6fXzwN4X7UbOEIObx4jVNvFZxt08LsQhPH9qGJvD5fDxQcjH9t+YG\n6QbwKnH9goqz42sPm5RG4dLDOoP4+RlL2bThbd5aF0ezwOdVaGhlfvMp1HhmE+9T+qnpMue5ITOX\n2L5hBcpXM9fmM/85WVHPtkmWUvIX614qWizCWVsphAgIIbYJId4WQuwVQvzP9PFWIcRWIcRhIcTP\nhBC+9PESIcRjQogXhBCN6WO3CSEsIcT5Srl7hBBLi3ETC5gbpCnZ9f+22o5tWRxi1PueEGwWjFG8\n3MdK9pyBSPCHdk6w9ZmR017vexlXHtD45OueghZXcGoSrAw8SDYxxKc5ykdfDfKZLWHueCzMRW/P\nTPNetNfP5x8r5YbXQnzu2SCfft5P1ZjAeyrsu4QLd8zNB5EmJSEjwUC4jOPltSS14o3tBQnW/COh\ne+gLl/PQ3m7e7hrkFjrwFmjptmOZxYGm1DVD+BgQQd5aHwcBLg7Tz1lYZ8CKMA58QEo5IYTwAr8T\nQjwNfBX4JynlQ0KI7wJ3AP8B/BHwPaAD+Avga+lyOoG/Af6wkAaW64WFyilEcd1tBz9bSJB84LQy\nd1MEtEuilFciMnmdJVWGIqFSw5FkdsMlepx4WmJgWFP1BdOp1CWb/2Ij5d6UWDRq+sADW5b5+cOD\nqWMvUk8jEVYwNg8R+k4fYmgcuOUAy6veZjlQ5qDADlOSKrBLcgLp3ZxqJGEoT8SnButVXn3mPW+8\nyEt8vSdHcd62mxOK1NVlp+XkP81JYjYTMvSVlYdiKipprNxXRpHfTcJll4ipIaTU3WuGLp2qIyPh\n8hpwxaG5jcNT0cGaCSVRjQv3huiqT9Bbl8zd7Uu4fLcfoTyohiGd259OjbjDzUl2rjLAqxMNWEyG\nlL4kdXxJSXO3D1MEOdGYwNJh0vKzssND9VAhkRVz0ThevMDlGSzoYM0/Yh4vdZOj/Kf1jYR8HkaQ\nNEUN+spTfUwdq6rfwwzVDCnKbPOOSkxN59h1R1lZd9BmuOFz8GnnBnWu0WxzhjNjZJfKp+tR5pF8\n2KXZJGWq0ZCZj69JB2TmLuk9zQssmeIQM17yvOk/CXwA+HT6+P3AN0gtsHRSTmYs7PqVTwDXCCFW\nSynd3QcvoGiIy5mDckpTsvVfd3Dr3dfbjj/fEuDGozHKEpIxvLwillEiDf6U/QSK5OSwWMhXiXcv\nlUxWOS+qTgf274jS25HgE19aCJeTD3yGIJCYm5T+n95o529O0YpwJtz0fAWD+BlYOk73oiSHlibA\nA4G4sC2upmNlp4eVnVNTbj8BetYO0VebZHGPl+XH/PiM1ER/tDlO9YgHX1wjYLw7FY0XrAjnF2P+\nIIFkSvT58N4uNiwq4+bVAfaMiOwCK19sv2SUg2snOFl7bhkyFYois+j5LfGEELoQYhfQDzwHtAMj\nUsrMMrgTyLgEfJCU5OrfgH9VirGAvwe+nm/jYrEYz/+4h+hEMu/0Nw8UlrpdV2i909MXftztmL74\n4y6iE0le+nGnLX35wVT62wc7iDmkr6bT1x88TmzCyKZbf3KU2ITBtp8cJa6kb/20nfiEwc6HDhOf\nMHj7oUM5aSKapHZdNYmJBHt+dpDERIIDP9/HeMzgPx/qYCxu8Lttb6Xew7YdvBYv4d+2HWEsbpzR\ntDMOX9/WwyvxEv542xA/jdfx5W1D/DJew99u62QsbvCP247arntp21tERk1+df8wk+MmD903wcS4\nlZP+/P4xJpX0kftHmRy3ePT+ESbHTX79o+FsGhk3efxHg0TGTR770RCTDmnm/In2GJuuDmf/z6RP\n/OikLX1y2v9u56enT/1ogMi4yZYf9ReWPpBKn32gz5Zmjrulzz3QO6fx5NbvM+Pitw+eIDaRZMuj\nHQwZiTn1jy9uauHxg73z2g9/um0/jQcF+/6tl48+GqD9mye5/ueFjY9AfJzf3t/L5c8Fef7BHmIT\nZvb8z7Z0wKDF3a8enZf2//O2oxyMe/iHbcfojVtzKqci4KU25Dvj88HZkP6PPSd5pGkd33nzKEMJ\nk29v78AaG+f7rx9iLG4QT1o01lbyX7f1cSCQZPtP22zz/Fs/bSc2YfDGT44RmzBs353IuMljv+ih\nIxCbGt/T5gG3ecVtnsmZb6bPE27H3fK5zEvT56fMvKOmM50vdB3w4k978l2e5IW8FlhSSlNKuRFo\nBi4F1jplS+cdkVLeKKV8v5Syc1qenwCXCyFacy93rBcRjVImJnNSojHCIpqTymicMPY0QBwrmshJ\n3a7L1DP9fJA4MhrHh4EZTeDDsB1X01Q9CZIRA680SEaM9HVG+rpEOn8CPwaWknpJ2FKfTKTqk6n/\n/TKJFU3gIYmZTpPRBLo0SUYTBEQCGYtTrk1m759Y6jixBGERQ8RihKwox1/qoEyP4olHKfdE8MRT\nFpYHwyZHygRlxigtcoxEIsFbsoqJRBJLynlP2xMe9skyOitH6Vs8Slf5GL2LR5hIJNGDk5hVvYx8\n6nWsDXsp/dRzyA17CX3qWQZWHmfPdUc4vuEox648xnjCwJISI2HQ2ONFRhOUESMWMdGlRSxiYlkQ\niVhYFsQiFkhJLGLhkUmMSBKPTBKLmCAtEpEkHkwSkSQ+DJLp1Igk8ZHMSc2IQYAEPe1R3vzNSDa/\nUxogjhlJ9U/3fAl8JGxpUKT6W1DEMZXUh0Ey3d+c0oCIY0Xj2TSYTkX6/gQm8YiJlJJ4xLQdz/Rj\nI5pElyZGNIlIPx8hLWLK81SPm1EDr0xiRg2EtDAiSZKWIBaxSFqCiQmYTHoJdgs0kzn1n39/8yjd\nE9HT0k8nEklKJzTKT2h4DVG0cifjJoOlyXlpb1JKXk2UcexT22jbcJwj1x2eUzkdoxF+c3TgtD3n\nszkNjgxxXfsuBqTOyUAJyWgMpJU9/0bXEIe6B6hJjPKxHSZWxMAjk2ixGKVaFC0Wo0qbwBObpEqb\nQItGqRCptFobQ49GqNTG0dKpjMYpSX/Xps8nmVQnSSJi2FIjmkQnNd7V+USdR9yOO6Vu85OaL/X9\nTX/nY3HCIm5Lg8r8ZTuvrANELEapsKfq+ex3PnJqupvTUbAVoRDifwAR4K+AeillUghxBfANKeX1\nLtfcBlwspfwzIcSXgE3AVcBNUspjLtfIb3zjG2z4o185tsNN18TJSiAfvZTZrstPXyX32nw4YVWv\nyslKzU1HS9UXcrJAU2O8OTl+lFLS8fYIzRurAYiaU/njlgePKfnkvgRXH0vyK5awR1TyB/Ioa5ni\n94uJDN3XRikPsxRD6Fz7+QdtGcr6g0yUG5T3hRhumASfqns2pVcQTlu9VLRX0fJySk9kaNkgx649\nBkDAFhNv6tklcHbq6qhz5BJvzwmD/UkiMUnjErsuTaH6frNZ3ZguOlGzl6s8gwKc+Kn90XBwsJqb\nf+a+PmoGWdehceObHiXETWEohhXhmUYcjftZzudpx4/FBB5KcHZ4Ohf8jkVoX3gu+/+qF1uoOVZR\nUBkLVoTFx0CojKdXbuJzb79kO942NEGpz0NdSYBHL4KdS1PHM+6LwK6vXOsZy/7OuBMq2GLPUd/z\nzBpAFaZXpczP06O446y7KqXkD1fuPK1WhLVCiIr07yDwQWA/8CLwyXS2zwO/zrPO+9Jl1Bba2AUU\nF9KUvPzPu13PJ3XBQxv8tFHKJzjOUjnOo7TQRmnR22ICW6nhm2zgQbEcwynEiICxuihGwORkyzim\nb3Z9MCM0pXNQ3lGBZpyZCWLvjhi/fXpi9oznKDQLFp3Uuf4tD7e+4Z3z4gqKY0V4puHH4jp6eZJm\neim+wv4mBtGSU8/4+MXdGAV+gE/FirCY1oxnE2ojYzmLK0jpYL3eNcwJQrTVnf52nSsotg5WPlu8\nBuB+IYROakH2sJTyCSHEPuAhIcT/AnYCP8ynQillQgjxL8B38smfWX3ni0JW6W6Srcwq3etiQZXP\nKjqzOjaFsxRMhWoxZrNSy+z2lTK8brtYpX2Z67y6mf2tO4RkkV7J9V9dk3XKplpzRa2UpGVDd5Kq\nEgsm4IKmIxzrOp+HaGUto3yC4zllzhUdlPCMSEXYzTj8hCnrPVVCpDnsRqYjI30ySuKYHhM9qaMn\ndSqOVzC0YgivUoauvGe7laAqvZm5TmuWDc+mi3TWr9eyTkszMF08JbuHUsr4gXG+Tu2zdos9B6vW\nvCSxzj7fsvkVqaFahlO4ILBbHmUx6ePzW4IE56jUPh3zZUV4urGccToI8zNaGcXH52hjKZNFKTuE\nSd3BanrWnwRAlEVpu3Uv5R0VVO5cbPOU74a5WBFaQmAJgW69u4xl3u34g/VNeHx+HmA54bLXyHjT\nyzijBbIOM8HuS82XdfDrPL50m5XvVB6vUx9QirDNyXM0fnJjBNza5wT1OrdQYU7eBZz8cRXbinDW\nlYKU8h0p5YVSyvOllOdJKf82ffyIlPJSKeUKKeXvSyldTbSklPdJKf9M+f9fpJTCjR5cQHEwG2Uj\nTclz/7R/xjwH6gV7GgTHquC8HsnNpDz/HqCcnVQVra2jzGzxOFckShKMLB+a+v+VC3j83jvmpa6Z\nsHtHnBefLszlyLmCq/b4ira4grNDgpXB5QwwiQcpBL+ihVgRg2+0bmvCe+91vHDvZwGIVkfpvbCH\n77GaDqYiXU/g4TVqOYDdF9dcJFim0PBYhZJVC3hobzf3dUlnyf4CioYzIcFawFkKoQs+9F+c7BWm\nYGqCp89LDepVfRa3vTbMIH5eE3U8xhKOyxI+Rscpt2VJkXbmORDQeeVx/AcbKCFJ/AxFh9qwyc+q\ndafmy+hsg9eAzTuDrD1S3I/G2SLBglTMxU0MspVFjAofT8rFRZUcX8JJjmJ3ZzEqfNwrV1BFghIM\nThAmSJISkqxhSrfnveoHSwJSCLR3aRQTJ7Ssv4DdvkZl2buA+YBW5PXru36BpTpmVEV6bs7RnJSR\n83HaaBMzFhL+xuW6DBViF79OtUNVDrYr4CmUS1qs6Sb2jEkHOhGysiCvTZFbCbejRA5//p/28ccP\nXAZAQAn2nLlWvb/JJZP0HwpxUaKT8VteBwHVPQGMlxfhPUXdJvX5hxXxdoaa8ynPzq/SezZqVClv\nGvU2ev0e/L9r5fBkaheuvhe1DLWvOL07N3G1G9WXwaGdUTqOmdz2Fbv+mlu/87o64BO519lE3WoZ\nzj5vsg5SXb4vukJjqhS3Uz26jUZXqFbp3NfVd9R6wse69sLj682G+faDdbpxBQO8KWvZfNtPAeh9\npYn6I8VTLC8nQWV7FZ64Dhu6uf3O7wIQS/c173CAynca6b3mCL0Hawn2lTBxeCkDo/382wx+sJII\nRvAxjI9WJvAgkULMawDqfDAQLqd2cn4MdeYDCTQei20nvPog696/yEYLNnqmHMi6fRMzc4Xm4gh4\nNgoOZleRKCROqxsKMR5zq9vNgbdjWcqcnXkGyeTp9+S+gLMUmi648aurCrom7pM0nvRQPuxjtCrB\nQEOMp3/vBC0/28gFzM1bdBLBDymsHYUisniU/quPcHjLRfNajxsu2ORj1bozUvW7Fi3d8zP9nE0S\nLIByDM5Txtahy3qoO1qGKI6hE9fSS9vLF7Kfci7b8DPbOf9AmKYtq5ECsGB09QCjqwd4qO3DxMuX\nUH1ZCz+jlEWkKNnMgmoYPxN4IP0R+4Q8xhpGSWqaavh72tBdWpn1Zu8zC1XnP3OIovMUzbR+fAB/\n2EPluGBTewU7Ll0IuzUf0IsswVow5TiHYZmSp//ROXCoG567NEZbs8Ga3eWExlMfyKRP8jwN9M/R\n2imGTvw06BZEmseIiTOzp3h7R4LfPFXcSO3vZSw/6mdZ1/zo3Z1NOlgZXEsv/sn0ePNb9LUWTwLj\nx2I9IylJhyXwDobwjPoJnSin+am16HEvnpiXsjZ7FILRsTGe27qDA6KCV0Q9r4h63hFVnBAlTAhv\ndnEF8IhYyluiBkM7M+MvoXt4oXUDptDwmcVzdzGfGMPLT2llj6jknWd66dsxyid/68XS3jvU5nsN\nZpEX/wX7wTpdyPjBuvkLzsaJbpYPTordqnjTHmHb2Y9RlkJzoV5UuFM1uXukhIvPIDdK0nKIHK76\n7lBD4SRsPrHSImEXsW6mbiklx3aN0nphyv+Nk6hVbWfWMkXC5V1xzt9WzQu3dhIMp9wP6HGN9S8t\nprKnMGpmDC+dd7ya/b9UiQo/buVazYWF6vtq9vL1zPu0WWg651XfhJOQWm2HVcDQ6e8zicRgcYvH\n1VrGrW/OBif6N7/rpvqMavXnFs9zNh9Wbnljckr3bNwM0Njn4eYX5ha8OB+cDX6wnHB88zEGVw8C\nqfmq7FgFrS+sKGodZjCBHnXWFZRCMrF4hPHGMcZaRhghxlBngjVr0/EjM7FTlXGhyopik2HEWBlr\nnm/AE5ufxfVsSGoa+hlUss9YUXpmsKKMo3GQct6iGv0zqXlx4HiEG96q5rxYGa/fcpSJypTqTJli\nZe8tIKagm1W2G12YOZ7P/OL2bZ4trxvsahSZGIyFXecEdb7NPAMpJRe0dJ8+P1gLOHthmZLH/6Gt\n8AsFdC2bZP/GYTyK7pXpt9j9wQ7eobKwdhTegtkhQYt48XeVEd5dT/krrVS9uJySvXXoE6df2XzX\njgTPPX12SVXmAmHBldtD81rH2SjBAggO25/b2NIRxpqLq0vktrgCEFJQ2lFJ4xstLHtiDf1H4P57\n8reM1UMRtPpeut53hGj1JO3z4E9vNmQsGC0o2O9XMaBJiW5ZxDxe4rqHmKYzlnaIEEEniWAPlfxS\ntHBCTG1Utz05yKG9EwxWJbKLqwUUH8WWYJ1dW7wFFARNF9x819x3wMfWjAOg+n+WuuQJmmllnNI8\nPU8HMPOP2pwnQm01lO6pZ3jzUWJLh6g6tArvUJhwWy0Vb7Qwur6XkY1dWP7ToxCycUEHC4B1bX6q\nR+d32jnbdLAyWLRvEXpc58QVHdkIBgPr+yjrPP2e1H2Tfi5pX4Hn9n0FXxtpGGN86RD64KLssQQa\ng/hpYH5odBOyMRom0XmHKl6knr9gf1E95OcDAdkgzkcJ8xSL0ZCM4cVAsxmWZHDpR6uxxjTa/Atq\nBvOJYutgvesXWIE8xJ7aLCFLbKJCoVr6qaJR1dlnbgd3cxKqOmNTrQGdHC36RK6FINipGnu703nU\n80r7/Q5WfzBFVbpRPZnzZlLy1D8c5ms/2ZAuY6p9U87pXO5byVuhTQ16E8ENt9/H0MFqSl9d6njt\ndASwkEcaOLk0ZQJepU15PK9I6xuMWyq9l6ZAEzr+gTBGaRyjLJ51HiqSAqMqQt+te0ADL4LBT+xB\nRD14h0N4hoJ4B8IsfngjY5u6mFjbB7qDyNnhkNpn7M5nnZHpe2/vTNBxzOSOr5RME89P5VV31JqN\nipyZOlTfvUq8uFGH2fqF84fFTbRuGy9OFq4uyNLaEi7eHZw1/6nibLMiVFHdXo3ULYavSfmf8oTP\nnKTukD7Ed38Y52/+b0oSVZG2+FatfANOagoeSbQmwmLvGBipPnqCEON452WBNYyPV6gjik4CnQ98\n8hEaymJ8WoPE7nrYurTodWYwipc2ymggQhydViawgLeo4QilHKOEuNC58nMPZa8pc3Cu/cazI7Da\nx+LrQlRrqoqE88xjs5J2mMjUeScvK8Lsr9nz6rbpQ6ELHS7Nh73wOlCObjSkqrbhNM+q5x2tCJ0a\neQp41y+wFjB/0HT45H9tmZeydaOwrcDyN+sYbB5Hembv4GWHaqk4WEtgoCRrSdV3TTvRVQMASI/E\nqM6lLmQwSSI4RqJxDANJ1YvLqXx9KaXvNGBUTzK2sZtE3fyEs7lwk481a9+d+o6nC15DMFJqUT84\nv5oJZ6sEKwPz0GK4+ggISIYMksEEnhmovfnAccI823kzf3Dbj+Z0/WTzKMdu2sfiZ1dhlMX5Xc9y\nmii+I14L+C6rSShGNMmKqQXM+No+PFtXUoazS5O5YgIP+6jgeRpSdUvJDXRxhFLepJp4gcY21300\nTCisnVn/FucAFqwIzxD0xNn3qCwTfvHt4jktVBEaKMwlXmDSx+J91bNnlFCzvZlgf2l2cRWvjDC2\n4mTBbRy6tp2uz2xHWIJgRxXVL6yk8ndL8Q4VX8qyc0eCZ89xHSzDJ3n66kliecSQPBWcrTpYGfgx\nsx9aK5DkxK176ZuHeIVueIZGHqWFkbExHr5vbPYLXBCvitL2B29z/CMHOCZKGaX4i8QjlJKcYVUi\nPZJnaWS8yLKGd6jkadE8tbATgm5CtFFa8OIK4PknJ9n39oLu1XzjnNPB8rpYwrlZcDlFzbZRiFIV\nGzpbF2YEl6qtSetbi4hUxOleNzitPuVjoYonHRxPqotjmxdhl/GfscpR22yLED6Lue5s0cSlLrnj\nrxZR7UlJbVQnmxk6U3MRCbs5tctQuqPreinrLsUTz99aaMk7NfSuGOFEydREu1hPOb0sTa9v9ZEA\n3oh9Ih5bOQAahDXV2lKls0TuMQQI8MS8jF9xHKlLpG5hBg2syhi6qVGyvQn/QBgzZGAEDcyQQWR1\nPzKt/+ITKnXnJgpP/XPxJi/nrfO49mfAHjvLpX/E0rRfXnG71HfkQFnb8yp0oUJJ26hFp76uNMO0\nOTJUaCJNkQ5oMXzG/FkQwtkvwSrDYMASkB7/oiRO7HO/JfbMagJ98/tsAcKffdFhiokAACAASURB\nVJaLdcm6CYuRrnCWok6k9+sJpVsFlDlFpXrCma6ipcbO7Xd+l/I3lsDuxqK0cRgf2mWHCa/t5w6v\nhVcdq8q8GJOSi+/8GUMJHe23ywgfzWOTNwveppLnaMzGVPVi0biznvLOMjxxD0eu6mC83h65IqCM\nv5BCAWa+c7fc7CMcFpRqCQJCVWdxxmxbGPU6n1s8VKbNl8xuZT1Tm7LfM6U+Q/225UE/ep3oTqUM\naxYJn0pfOpXlyYNBKQRnn1hmnjC4ZJzBJXPfrb0bYZlw/9/3zEvZ0foJjt6yj0Hy99StJ3UCD1/h\nnsGCsreabYcksGvbFfzkh1+eUzuTVVFiy4eILx0msXgUoyaSWjTokomVA4S6Kyhtq6VqdyO1W1uo\nf3oN3uHCP947dxhseXphB+qPa2hFcpDphrNdgqUB3jH7uJI+k5PXtM+rZZyJSMUoTC+e+7qT/PTe\n4lHqRlVxKMJDlPGvrGXy/F6kNz9pqfRYJCqLU/9+Kmw+wPzjPpp2NVByMozpNZlYVHhYsGeeiLJ7\nV3FpzAXk4pyTYL1bMNw8fqabUHRoOnz+vzfMW/lGWZy7WclH6WQZ44ScorNPw4UMkfzxBno39DOw\n+iSB7mr8HZXo434sf5JAZ4Ut/3aqc4LQ5gvPcAB/ZwXoFtHVA1lF99DeOkIHazFK4kTrxgj2lZEo\njzK5eATfpI/q3y5n6PLjUJf/RHnhJi9r1y0Mt9HyJGMlScom5u9ZnO0SLICmp9fQe207sYapeSlZ\nHudl6vkg87Np+iEr6REhPqC9AUBdo4dPfaF4hgSJRae+WOsiyCO0IGcJXZUDTTK6qQtzxwpqKGwj\ntK+2mYrYJA3jwwjgYk5yUE7NSfGyBAOrTuKJeTh2WRd52IXk4PqbglRYARpeWQzhOOMrT5IsP3s3\nEWcK55wVoauFgzqACnCW6kSVpcpTfmfpDyW2mnKdoVIhNssqxaKQma2sdJtzt5l3WaqlopXHxDGb\nw7lMecmk5Cff6uI/ft6Y09YMHaRaqfhwfh5qnMDpFNjv33k345aHwxICIwGaf7eU8MDMk7In4aF5\neyPN22enC9av20fLVcfT96VYiKr0b/od6dP6jFUeQw4lwNTQJ3yY5amJNbKuj+iKk0S9SRBQerCW\noeYxzJBhE8+7kZ+6Q1/atcPg+HGTL3/FPuQMFwsYzeU1B7DTManrnDN7XeKNJdJktXpdPnShDZmy\nbbS4cz/2KpavAWEwUh+hrG3+qKyz2YowA++kn+an1nL0UzupKkm9hCHLYMXtvyL+6/PwDxYvLPCr\nLKLq+te4oHEXFwChNOV7stfg0fvG+ea37G4iVFrZa5sflfarEp5MX64wsLxJNKPwz5JMt/Ml6rn9\niz8AICRUK1pnKkpVKwAIr++AvXUF1b1uoBMJGLoHn5lkBeNcwUB2/OlYnEjPUQFhOsr01fHnpP7y\n7BNRNtR4uWKyFoDxpcOYiGmWvVP5fTbnnLkFem3Uv8v84WLVnIEhC9OldKpH7QdqfabLN92pRvW+\n3WjGfI0Dk0WWYC1QhOcwdB3+5GtVp6cyAbHKGO0fOciTNKeohiLACidmz+QGDWLLh4itOpldXAEg\nQPqnFInHVw9ghk5NPL9pk5cbbyx+YOP3IsqG59fi7VyQYEHK8eeRn3zUflCTDF59BDlLcN58EEVn\nL+U8TwNjjbnSpYYmnc/fXkSnsQKSc6DPLOA+VvC8aHT0IVVQE1THycBR8lukC+wBzq+jh/BA8Z7N\njTcFuHjZlGPW0DRJ/gKKg3NOgqXC1T+Pw+FCwpjklpe62LY7yEMp3VZGRmritqJmdknIlD+rfPyU\nqArqzpKmDDISs2RS8v2/G+SBR2py8qjISKVsfkWU83YlSWVHkj5eqlmUiNRH1fCYLP3SrwE4OOyl\nor2KivZq/KOFW+6N4eXoqkHMpJ6uR/EzprS1NL1LVXdhhst7Ue8rINQdXHo3avMfM/MuUc2fkWB9\n5Y+nDTkXBU033y6Zvq4qD6tSMFW66hQKAkCXGSMO59nETZqlSjgzv9S+OVvoKQAr7iUwEsbQQCB5\np24pK4Z6KIsXz//RuSDByuBCBhkyjeywCwgBtRHMkjie8cIXmRF0nqORE4S58gsPgoCbpuXJ9Kuu\nLouH7onwv/4+9bHP9E1VaqWOIVX6EFMWIwFlURSrncDXlb/j1A7C7KOC99354+yxzOwXkXmII6ZJ\nSvT+1MYv3jTKg10XEcXDJzhGPfnRcf3hchZNjqIjWfPUSno29NFzfl/W/YzqP9BJyXo6MvPHc78w\n2BSyON8Plm4xumQk5Q9QmTPc33augnrARbrn2g6nj16Bi9kMk+BkgJRTnxtTk77WTXaWz5w8ExZ0\nsBaQN9xiEWag6/DVv56ZqpnR6i1PZBZX05Eoi9N/YQ/9G3sIngwz+Ng1SKCTMJ2E8GHxCY5T5zK5\njeOl8mglWlLDG/ESjHrwRL1I3WJsfS/RptF3jd+YTRd5Wbd+YbjVdZYQUGaxC3qP8as1l/LxA1vt\nlrWngP98+XIazwEJFkA1CYyeMmKNY/YNQXxuNNt2qtkl0pZ0s4ydhkadz36heFQkQKR1kLJdTbPm\ni6Gxnwq20ERC6KwqRuUSRq9rQx8LEF8yzIl73gfAqPTltcDyWBaDwVKElNRGxtBMjaZdDfjH/Rx9\n36m5w/nkhfUs3bMU/NB3yQnilQse3ecDC36wFlA0mCb84zffBZaRAqK1k2wRzTwjmtkrKhkVfgZE\nkLtZxZs4S9iaiLDktRaaty2mbk89Ze01hLrLCZ+opGHLWuq3rDnNN+KOHdsNnn7q3LYirOwOs+51\nu36LLi1+b/8bxPXiBf/95zfa6T6LrQino+bl5YSOVtn04aRTZAIXnCDEFhr5J9bxgsjfTUJPt8kD\n9xZO6c0EoyZCdPHwrPkOUs5jYonNgegpQ6SsiuNLh21fxmQBn0mfmeS55RfYjtW0VxE6eWq+9X6x\nq5dtXannMrZ8cJbcC5grzmkJVj5RujN5VCrH1VdIIRtmmyjWOcSIU0gT3WUXqIbjcVNyz+gTuFI9\nOCsx5xMdHVJO9v7710sdKUCvQ7tVRUGVFvQromJLfUcZca6i/FyiTUkWVini8qg0+Msv3p26Tikj\nI+Y/1F7Hst8txpPIv8sGu8vBEpjp+/Mrk3FceXYJ6UxpONGFus2fjvpsZ97uX3KRj3Xrc99zPj5o\nYg50oUqL26WMU3W4jRGn8BqmS3+0LXtEbn6VklTzOvW7cNL5IyOAYPIUdOmm4VzRwcrAM+ln0fOr\nMEviDH/wMMnaSeItQ4QOzKysHa2KcOwDbSTKErQKk1bs/UoNcxNT5qBMqKolTYLP3R7OCUOiUt3T\nDUumoCq5T41LTQgSm3oInpg5YHyIJH+WVmZPtXVKSp5RvlbHkFUgXaQh+LMv/gBDWoS3N8GO5tkv\nApYP9xIycjdSJf1hIjXR7LMDCGjqPJ2rWpFpB8Atn/RQGe/FeKeCqvZqIo2jGKVx/D7VwGjqOar3\na8kMPVmYPMWJFiyUdtNtagNpqtLBACnv8jLzsNomVc3CrW6n75mD78IFCdYC8sZsMaZME771f94F\nEqw8MNwyyjsfO0jHxV2MNozP6J05g1Hp44F75+Yfq9jYvj1xzkuwhltGOXB1F3IOuhGFoNh+sI5V\n1PLLNZfNc6tPHfqEn/CvLuCxH3yWnx+4Mud8Ao2jlPAKdTzIMto+eoBE2dwXtj1dJj+6p7gSLIBk\n3SSJptEZ89TmqRNVDMSXDpEsyb++HQ3LcpTth984n6fu/cKc2/DEEzHePDqe8hUmofb1FhqeX0nJ\n7vo5l7mAXJzTEqwFFBe6Dv/t6/Pv+blYMMIGPRsG6NkwwPP3fpbFTBLDQy1RPsaJnPwnimSpWAxc\ndJGPNQ4SrHMNpYMBEqEk/kjxKMHpKLYEq2VkgLs+/AVeaN3AX736S5rH3r0UTRCTz9LOAyxjAg8l\nJDER/Iol7KPC5ublvDydcLqhoUnnc7fPzxiLbuqeUdndg0xJHU6DjmWyOkpkXT9l25ZwiDJ+yRL+\nlAOUuDAZqwe7soYkGTSeYhDrm24KEC4RDNYeJiYF48sG8Y0ECU340GI6VqDIK4NzFOecFaGbiE3D\nWSzoBDdJzmxu8w03P0EuMB1Eu27XGS4he9T82Twq3Zkn/Tc9j5OlZdKUfPv/jPHzR93DQ3hdxKzq\ne7GJt5UzRpqKiinWPIacmmg0m1h86jo/Ku2U+h3wTu20TSm5PU0njkvwjvoxtqzBO81qqnPaAksV\nR7tZQap9aVICliDcUcHgktSO2oeVfR/5GABk6tm6PcEJBytCV+tD5dmoVE3GWYSbxZ5u89c2lSfh\nMJICirWpatXq5lfLbomYoeJVSnKqDjefabH6MUR7/lZic0GxrQgF8PfP/YiE7nlXL64ySC2yjnA/\ny4jj4brP/IQV/jdZgT0MS1h5zbH0+1T7jBM1DWR9wXV0G/z0ngjf/nbKijBDxbv5HPK6qBKoNKKe\nJn+OLxrH0zBGuMd5A7iHSpZgZfXO1HknM6bs410d47lqDNPbkSnPyvTdktT8I4EYOhMf30Ek7qHi\njRZ8Q6l5xtB0dGnRUV7LiqFeW3u7Cabvz5kWVGE6WKw/+UScNWs8fPhDntS3KpwgGU4QQ+DvLiXU\nVkN08wlwWDR7s7Sam1rNzP6uQPEl6NZmFzpW/e11mIPc6isIahEF+M9yQrElWAsU4VmM2RZgug5f\n+3rpjHneCzDK45y4eR/xKjtdcaoSLM+4j+Yn1hI+UYFm6ARPhvEPzs23zaZNXm78yIIfrNHmMY5e\n3cHAqsKDc+eL+dDBWj7cy9qTnUUtcz7RS5BhAowIP6Z/hq+GBcG2auqeW4UoMKB9Y5PO7fMkwQIY\n2Njlem4Pp9cPlJV+hscpASEwaiLEm8Y4+eFD2TxRr4/nW89nU097zvWnOhfdfFOACzempL6e0QCB\nznJEMuWmIdE4jjB0fCfmd+NyLmBBB2sBRYNpwt/9n7MjBJAZMuj86H4mFaFsPhK+6fCfKKd0exPV\nj69lyS83EOwvJdI4SvX+Wlq3rGLJ4+tZ8th6So7NrIQ7HTt2LFgRAiBgrGmcsYYJohXzY2p+tsci\nzAetTPBROqeoKkuABN9wkJo3llD/wnKqn1pD3UMbqXxxBYGesrzj9mXQ3WVyzzzoYGUQaRgnWuMc\nPsfNgGO+oMU8WP4kb2GX9pulccbX9WIgKItHGQqWUBGbimkogV1UcoBTWPyYgicfMdiZjkUokhp1\nz6yhZH9dSjQjYOKCbqRnQQXhVHHO6WC5WeHNJqpUxdQ2V/ou31ynegqhIVP5p+DNilSdK8yHXtId\nYve5hVCZvaxcesyjS77+N6XZe58tnIDXxeLNsFmd5dJ7qphYzWsTz7s5kU0fV8v12yi9KT2ISb+J\ntbQfeawSgeBjdPA9uSrrVDRmTeVVacFMSA1PRzklW1bmtCEwUELFnnpEui3BgRJqty0h2lOGHvWi\nGToDKwYZWTpMcDBE/c4mfDGdoUs7iNWPgQYbN3m5YL0XHWF7jipVnLBRA6poPZemTbhYzqh90C/U\nd65SgOljqrWXGtXeRtm4OBJNl23XpFJDRakU+FSOgEhRLdbKPvpCUZY+vZZi41yzInTD+QxTikF4\nWzNVbdVIAZ6oJ9uPVcRrJkFi26CElbFlW9CkX21to8cmwcqMYbc5242aiyn9JuMAsyptYWcsGyJ4\n0k71juK1zc0AcaUMxzArBc6bmXkqU5beV8Lk2j5uuySlmqDSneZVncSXjsE7dawfOMGEL0AiYXGA\ncnZTyQfufICPZe9PtdRWynAZz0iJv6OCj1/jJdAaQQOSpXH6Prab8OFaJqIezJBBrGaScSazF4ds\n85snXa46lmefe53yO9F805EPjThbXjc4lWGjGW3femeVEMfMGefiRV4RLUiwzmGYJnzzLJFgZRBp\nHmHwkhMkyqJUE+dGcmkGfcKHFssdSd4TufoeE3j4lz03cGAaJeEbD1C+r56So9WEOitoeWk55/34\nQlY9vo6yznICJ0sYfHoz1dta8Iz52bnD4Kmnzm2pynREGsc5csteTK+zsvBcsSDBmkIrEyzaU48n\n5sUb9TourgC2dq/mgXu/UlDZPfMswQKIt9h9YiUR3MPK1IIvefqkWMnqSSyfu3gj2TzG5I2HWaPv\nJW5Ifs0SnhNN9IpTC5ejRbwkGsd4dOtgVoIl/WaKEhwI20J4+eaovrCAKZxzEqwFzB90Hf76LNDB\nUjG2ZgCA0TX9BB64hgsZYnhvHcnSOPGKKCUHFuGZ8BEYKMWojDB2eQeUJ/F0luF1oP1KSHI9XTQQ\nyTk3HXrSTuC3+GKU7WnA31/ChZe9w8b182c5915FrHaS/os7aXh9adHKXJBgFY52Cp8HGuZZBwvA\nrIiRLI/iGQ0SR2MbtUTwcAknqXxpOcPXtZ0WS0LPYBhfdxlWIEl09YBzJgnaUJADsrwosVa9A2Hw\nJbFCBrfcFKCkRDFaqR9nctVUO/z9JdS+soy+6w5jLHh5nzPOOStCd+rIDWlKyY1aLGAwuuV1s/xy\nskR0t6hxPmHLL3Lb4UZ9zuYUzqkdGQnWI2krQqf7nS6udoKax1BE9RkqTBXh2n67UY6KiXMsb/sP\nKFWpw4CJ//qdGNsWU7KvHs+oHyE1Jped5OTVR9AMndoXVlL11BrGzuuh4vVW13IvpzCFbEsI2ivr\nOVq5iAt6j1EzanDk3loOMMDtX5M2x6wh5bemPDvDhZ7O5FYpzoTLe7H3D1Xc79Tmqd9eBzo51SaH\nOlzyutGWapsydImoH8OieOL0fK0ILSGKFp7nvYy3qWT1bY+yGns8T7uVYa4D275uk/vvmeT/fiul\nX+TLjvcpuFqJKYdtKgTpetRYeePXH6bsmVVYS0ZYc8UbrAHKnluB/2g1xtuTTGzscbVIdoJpo69n\nsZrLWOAldLwjQcIHaomuHrBbS2d6u4Ch//Q2q/w7bKF7Ynn0sRyHrEmBDBiIMgMdwRNPxFi7xsv1\nH/akKH5T4B0NEt5bjx71ULW7Ec3U8A+U5LXAysfBp9N3zo1mVOFGI2bekZt1Zz5wKkOFzSJyFoem\n6loq4/M1uWBFuIBi4WyUYKmILxlh4ON7GPj9d/ilXEoXQfYeWcN9P/oSZsgg2jiKdzxA5ZtLTqme\nkUCI4UCYoWAJ474Ag8FSlg/38uH2t6mbHEWPe3m/fwm36RupeWFF/jbD5wiMmgiPcWrvQEW+Eqyo\nx4eh6SQ1zeYf6lxCAo3fkH94HBUNTTq33T7/tJRVEWfkE3uIXD7l604bS1nkyjeX84MffGne2zD+\n/iPElg3i6S/lgR/c4ZxJpOi7osAjsUqnXNPccnOQCy9MS8AlVL64glBbDaVHq6jZ1Yxmpj7lo69s\n5IEfFkb1LmAKC1aECygazkYdrBykY7LtFlVsoZl3mKIBRy/oJlY3hpac+6i6b+P7SeheKmOTVEUn\nKE3EUoFep+1aX+8c4pF93ZQcqcG7YE6dg/2U8zJ1RDn1GS5fHSxLCLyWiceyzllJ1m+pY0LMjbru\n6TK5757ZqfOiwCNtUq9kXcq6sBzjlJ145gUB4+87ykkCXEMf2kiAPIRAc0NSIBL2cfDY41F27kzJ\nkLVJH9Flg/T/4ducuOEA0UWpOTxSP8YIvpziFpA/zjkdLDfLNUdLEaZWjLrbjtTFsVw+ZU9hdtoy\nK6RwoQJVyzBVoGGz7shQhA7WDql24njc6bwTzajr8Fd/XTr1v8NtJWRue3La5IKMhZzpIrKxW8fN\n7ATPtNEIShlqm1SKUGn3pIRP3/G9aQ45AY9k6P1tND60adZ7cUJc93Bhz1EWTc4c1gPgiuYqNtan\nFlbhNxYzKcBYMsq4nKJk1OcRUGgOOz3jlFexSsxDdO7YJ/OwrtUdKGe3PuFOH+S+c1NKvpB2HNsb\n11j08nLCx6ucG5QHVAnWCF56CdJPkGriNBChipRkwGud296vh/DxOrUALNJTCyWvC5WsjrOMbHBF\ns86Xbw/nxOl0o33cHBKrMBzmClVlINO/RcMowX11dBGih6Atj+4QANrNEabaVt02JztYq3kl+ife\n4opHzoOHzyO+rp/o5g6bGoNT/85nrlS/OYGdTZQeXMTAtW3EmlOhzD52c4iSEpFqb6mBWTqMBwhJ\nC0/aYGfsymO8+uhlOWVn7sV0ue98LAOdaFdTOo+f2ejHfGIiun2Ds3O8SxU2B7Yu7zZbhwNV7PEU\nd9W8IME6h3E2+cGaM1y8lucDv5nkgr5jeeXNSLAA9NEgJVtWcfj7H6FsezPlby6mfOsSSt9Ygq+7\nbP52xu8BSJ9J3wcPMXRxx5xjFn77jSM8Nh7iO6zlO2I9PxPLeFE08AuxlO+xmoOkrEW9xd6uvsfw\nLI05MfMKQVeXyQ/n2YrQDbHFI/T8/i5+yEpksendpHAdg2ZVFMuf2hT59y3i2A8+VFTKXx8JUP5O\nI3rUR/nuRkJt1WAKfv14lB07neNG9n18D4PXtqFHvIyKBWfGp4JzToK1gPnD2eLJ/VSgT54ekboq\nwYLUzuZyBmBHsy1feHcDifoxIhd3YTSeo4tfASMbu4nXTFK+5TxCiiylhyAn8TOCjwm81BGlhUmq\nidNDkG3UUHH5IvaU1eATue82IXSelM0sZ39OvLhzCe2UcPBUnF8CTU06d8yzFaEbpNciWREr/uIK\n8J4op/zFVsyyOGZ5jInLOrAyQbEFJGsms3ESNzLM2PbFjF6SGwu1YCQ1qp5Yh7BSi95gZyqChBky\nuPVmy2ZFqEL6TCIr5y8ywrmEc86K0E3crImZxbkqZqf85g7TRaTuBN2FFnSzAnM67/ZJUGOFGQ5S\nGbvoP3U+mdbBevCRGsBZnKmWqz5mm5PKWSzJ3LwuGw6U0/TyAg5idjf6yc1pZyB9aUi1TErTQ+I0\nLbBe7xyifWiS/7Y515HpdPh6y/A+WcLojYcw6ifQ9VzLHTcrPRWzURM2EbpKIbu8F9VyEae4c3k4\nzzVsVK/MaYdKd0abR4n/0VZK2qvxnyzh4cNX0inCfPqO71GvlDkEjMR0LL/JOgH3/ZcRbvl0Ca3L\nPI6WvQATbzcS6ConXj+GSOo8+84VXE0fdZz9/rMSaGyhmU/f+f3sMa9Dv1LnEfU5BrSMFaHFPfdG\n+M6384tq4OaQ2I2my0KVsimLYgv44p3fm7GeQpB1Ur14BK1pjODxSjxDITwnQwz94W4i6did3poJ\nWyDq0OGa7AJLVVPIfHfU8alaR2ba6e0sI/xmM4HBEJqlxGv0Jhlf30O8cYxf/2uUtWs83PDhIH5F\nT1H9DhrS4svp5+GkclFIzEE3aMrdBFymF7vT1Py/vWrZqDFOpTpnWOm882OUsiDBWkDRoOtw1187\nB1M9VxBtGSJePYl/cH534tMlWLNBSI3Sp9bwGEu47Is/n8eWvbthBZKMre8D+uhs+9AM+aZmxtvu\nDFNXPzP1Nb6xm/GN3dn/9+7+CH0yyA10shzn8CxnA5IIfkorJ8Wp+wlrbtL50u3FCaj9roJHMvyh\nQ8T31VH+WgtiPMC+u29i+W2PI70Wk6sHKH2nEZFegCYmQ9xzd8py70+++P2ZSs6BiOuUvrQMPWLf\n6EXQud9YTf+LF8OLcOvN/+EqwVpA8bBgRbiAosE04R++OXamm3FG4TsZPi0ekFUdrHyhA0vP4o/9\nfOG+uyfp6y1cinFSBNh/moMIn06YwMMs5ZgojlpAZ5fJ9+85S/ungMj6PiLr+tCA99FH/cMb8XeW\nkyyPEVkxRcnJuUhTJHj6w46LK4AJvDaLwJl0sBZQPLynJFhCiBuA75D6Vtwtpfw7IcR64G7gEPAF\nKWdWhChExAiF0YGu8Z+c8rq0Q6VInMpQV7B2S5bZkaHnVIrNcrk900ah5Q74hJPhmCb5869VEJPp\nZXsBj9p0UQ63x6Bzcu7m/AwSypPSHWgk+z0plJJSSkSpLqGI0UvT5G1EIXFPJMM0766h8kC1a/iQ\nYqJQCVYGLUygTqsZ0bhRADWdD+z9dApuFq5OmC2W5fTyMnCzfJyOz97xXWD2XeGXvxiipUEQENJ1\nfE7fqN5+53cZsXTq3myGdxryak8GktPiTPyUYCD4JS1svONnbEwfs80l6RtQrQVVWtCJumtu0rnz\n9nDOHJ2PVZq9bYoFILmWiKrVWcDBQhCm0UgOvazQmHcZ9F98gsXHKvFE/HgiPmqeW0X/TfsYvvwY\nSAi31RISBrUyyoAI2tqd6dfTn4aIeCn9xTq0mLt7jEXEuJUOQrc/k3JgejxlRagj3J1sKrSgJkVO\np1Tb5mZJ6ZZnykrTcszrFSptOVWnNcuXzhYvULnOo45QocxIWetlNy8BzoedLCmd8J6RYAkhdODf\ngRuBdcCnhBDrgK8CtwBvAR+er/oXMDtME77zd7O7GDgbERz1sfidRQROow5WoRIsgCoSlL+0DBFd\nYPPzxd0/mKR3DhIsJJQfzU+fKANLCJJaakvw0tL1fOeym3h81cXsr2mmP1xOX/jM+zzrIcj3Wc1+\nUVzpXGeXyd1nyIrwdEH6TDo/8Q4jG1JjV0vqhH91IdUvrmR48zEG338Y6TF5P70zlqNN+Ajtroek\nhj4QmnFxlYEXKxti4ZePR9g+kwTLsi84vCfKU4uNc9gieS54L0mwLgXapJRHAIQQDwG3kto8SlJL\n4Vm3FW4r6mKgEKmV2+5cVQ5Wd4RTEpdc5fLped0UxjNKpq5K4tJ5fWyXZmnp+nLLkELyx1+rIiZz\nu4GtjHQ9uk3xUFHGLGCdrqm7VTH7RzBTj6HsaALCUH5P+ZEypLqLUnffqd8DyZSelW5orNpZj8co\n8nZlBsxVggUQaKth/NITtt7vdekTbk/USUKlGgL4bMq5zmUYjv17CrpLX3cyulDh1r+d+izY363P\n4Y5vuzNMdZ1ma29uO6ZOZqQ2gYTIesTOFxO+AOO+ILq0uOb4Pq49ttd+9YiiIAAAIABJREFUD0Iw\n5g8STsRPu9WiBbzKIqpve5L3pw0l3EJ0GWSMSZTn4uKnLjMnL27y8KXbS7L/O0mfVOSjmGw6SBrU\n92jZ2uesKJ9ts0t9potkTi0jYxCjYULAInbpCawDi9AMD6UkobOCmmdXMXDDAeJ1Ezz10B8hpHQM\noWMBlS8vw99djty2GBnML7h5C5NYT66j/8MHueEmP6V+Hd9LS0gEDYzKCInKKKIiRqithsSiCayq\nKYer/t11eA9VM3ptO5YnI0mbXYIVUpzOOuVXJVJ25XPnlYlNsuUU5sblGzCblE5ViJ9NSqbWrc0g\nAQTQ3isSLKAJUG1XO9PHvgM8CVwBPDtTAaZpcrjNwDBkAWmyoLQtz7TdJc033/T0yLR09nyGY3p0\nhjRuCI61GSQNybG2RE4aj0n+4X8MOZ4/nk6PtCVT/7fbj2f/P9W0bZY0na9jWpo5r96v/T6MbJp5\nXklD0vu2xaUPrGLoLQ3DtDhwcvy0pD/f18XDe7sKvm73yQkeSLbwt9+5mf/3vTvn3J/d8p1qP86/\nvzv333z68Uzp9HF0pC3J3d+f5M2txozjyWkcJ6TJ7thAYe9nKMqO6sWMHDuBmTRzzh8aGCMYmeTg\nwFhB5e4ZnKTPF+K1CUliDv1t38lxHjBb+NlJL4ZlZZ/zbO/Jvd/kzrfHjyf59j+P2Y4fOsW00Pl+\ntnLmen4qX/r+jySJVI3ZnrPeWUrPt85nz4MfpvvkIEnLmuH6BIZpcbB/EnPMk9d73GWW8bV9q7n7\nR1/g/rtjHLinhsNHDUR/gM7fhih5vZmBB5owJ3UODI3b6jvYHSFaOsnhw4U9z4OHE7Okhi2d7fkV\nWt7c8+XXngNtiRnP7z/oFHH1FCClnJc/4PdJ6V1l/v8s8K8FXC/vuusuec1VfrlnR7285iq/3L2j\nTl59lW/WdNf2RXmlO7YvklfNkL65vVZuVtKtbzmnmfOvv1Urr0ynV1zlk797a1H2/yvT/2eOX7HZ\nJ195M5Wqx9X8mfMvvVknL3dIn9vWIC/b7M9Jt2xrlJdu9suntjXJSzYH5FPbmuTFmwPyiW3NtvTx\nrU1yzQZfzvFM+utti+VFm4Py0a0t8qLNQfnrbYsdjz+ytVVuyjN1K88tzeTftDkkH966TG7aHLKd\nv1S5X7X9mfu+ZHMg+7we2doqr7ygTHZ/9QZ5XWtt0dK2v7pFXrS2RT72rT+Vl6xZIl/928/m5Ltq\ncZV8/fZrCi5/XesS+c9f/bLc2Nos7/7qHfLqywIz9mu3/qzmc+rPan71+JXT+vX0/q2mbufd+m8m\nff7NennZZn9O6ta/1XzqOMqk9z9YKS+7wpvTbjWfejzzPHY8skp+YEV1Qe9n/YaV8gf/8fWi9qfj\n//UjMnT1Zhk81i657jr5rXv/t7x6RX1B5VzQ2izvuusu2draanveTu9NTdX5bHr/ysyvmfl4628X\nyU0XerP/79/RIN93lV8e3NFYUJq5bv+OBtt875Sq7VCvU8ub3p7pqVqe0/Vqu2z3/+Ji+b7WRbnv\n66s3yhWtS+Vdd91lu179zrxvY0nB/eB/fvXPZWtrq7zrrrvkpWvC8sVfNOaMT3Xcqu/r2gtK5a43\nnd/b3tebHI/v2VEv339VQLbvbJbvvyogj+5cbEvbdzbLa6/yy7adTfLaPN+vU3mZ/6eXpx5X08x5\nNXU7X2h/y+l/m30ytSwqzjpIyHnyESWEuAL4hpTy+vT/f51e0H0zz+vlN77xDf4yHUJjOtyU1bLK\nbLO52p8hz5T/ptkpQqfr3JCPsrpKF85GrcSki8Kng2DSiU5MJiV/8akevvfzhpz2GWna0I2+sdWn\nlK3SfhnKLqFQkG60oFsZmeMqDRkQU7oIXkUBUqUIVeqwVEv5NmofWsIHX6ygcnRusdfyRUL30Bcu\nJ2zEqYqmrKwe3d+dtx+sDI4R5hcs5dMcycZbG3lfO96TYRCS6OoBkpVRdE19b86+wHwOSqFu/tfc\n+vFs/det76r9VHcYt6pBgkoLqlSg23Gfg4r///fVQb7456UsXea1UYgJF4G9DwuRFCx+ai3Bgfwt\n7DrKazhc1cB1R3fnfU0+2Fnfyqav/GP2//bvfIVlw315X7+VGqrufDL7v5NfOXCm4dQn5BYGKRO+\n7MBBgx/8YJJ/+bZ7WKN86DjLRi3n9g/beaXPqsrvhSix59Mmp7oNLLQJHxW/Xos+OeUxfQQvL9LA\nAcr50y/dl3OtiUQfClD267VoRn5aOTE07mYVn/zi/SDh3/+zn+ar4lz5exoVB2rxxLwkSuPIFf1Z\nRRv13VoWaDEPVmhqHtTHfZS/thR/RwXSa2LUTzB2/WEMZb5VQ9OpdGfmWavK57ry/FWK0I2y0xzG\nn1s/mK0Mt/P5GLk5UYSZPpFMSupbupHyFEJ8KJhPivBNYKUQolUI4QP+E/DYPNa3gAKh6/CnXytM\nqfe9jBVHgvO+uALwmUkWjw0STsQ4UVZNUtO4ormKT6xrzOt6Swh6CTCGj79kH35MkggOUMbely8n\nvLee8J4Gah45n9jdH8B3pBIRW1CCz+Czd5awqL4wZQrpkcRq81fYHvWHGPWHir64AnircUX29+LR\nAVoLWFy1UcozNBW9TU44a/1gzQCrJMHkpZ22YxUYfJwOVjMKCQ1tINfti1kZY+KD7XnV8TJ1/Avr\nGEz7KtMiXj7fuIKPDK9l8UvLaH69BT2hM9oy4q7FrGFbXAHo4wGS5TEQEs3w4D9RwYN3f85+nQRf\nRzne7tKzUkF+Nj3u94wVoZQyCfwZ8AywH3hYSrl35qsWcDphmvDvfzd8pptx2mBqEktIknrxZw7L\nQULkN5M0jw3y6NrLeW2aFWEm/+5FS9jatJKvffCzvNm4gv5wOUlNp54YzUGD/7jsI1iaIIqGH4vN\nDNjqWMokZS8sx9uTmhBFcsG13QN3T9DfW7g50ODGLlcpV07eUCkb+jsKriMfHK1cRPPoSTTL5FvP\n3p+3bOYNavgFS+clfIwTzmo/WDMgvmKQZHXuYvxiBvEcryDwu8UQn/alFmDU5/+somJqw+QdKOHh\nvV3sOjRJ+dEqTlx9lJ5LO5GewowmEo1jjF3ewcQFPUSXDbKLSioUJzCe4SDh15dQvmU1FU+spewn\n5xN4oxn9ZPCsXGw54b1kRYiU8ingqVMpIx/LEycxo5MPppzr3MLtZEMcqGJxlLxTsIubleOO1avW\nE2p4CGfrKzeLH7V256NKOIm0pNOJmpMeaZNgqe3Q05Z6CYXeUWk6tZ1utJ+WLk+1+lNhOVg7Tkem\nbMvFYlKlBces4FR5Wnzqd9qEeddKncNVcT6ww0fdyKl/hCa9fiwhMDWNnfXLGA2E+NiBbbY8Ari8\n8xDf+/hnuOP1JwCI6x4SugevZbJsuI+wEac/XM5FPe1oioi7KjrBn299EkGqz5W6OB0VloYVMih7\nZiXe3lIm1/aTrIyiWSCkIFEeJVE/FdcwG35IeQT5UOC6Q/91C9Fk6x9uPuQcxnY+41alC02RsbSd\n6h9/eEcF5XUeYlLDchkjKi2Z9ZsUgOMfPsjy55fPak1YFZ2/OJGfeecV/vbFn/Jyy3ou7Tqc1zW/\noYHVd/6Sz6QfTczlXbipPWTmt0KotuYmndtvD2ef33RrwukwZ6ECVdgoSVsIlbyb56oOMtcwMWob\n/n/23jtOkqO++39XT9ycw91ejtKJU0BCQkgogsgCTBIgg4ScczZ+fvbP2I8fLJvH9g9sDDZWAgRC\nCZTQnQIKKKeTTro7SXc6Xb7bPJsndffvj5meqd6p2u6Znd3Zu53P67Wv6u2prqquqq6u/n6+YfCs\ng3RtPcl1egUT8Mhqkhv6qXlyORMXvw1CupeQTWLVMBgWgeEagsO1xAjRjHt9HJEcjKawaX96JZ89\nJYW5YZSx2hhLn13BZPskiea4i/qXKdOEZREcqiHc20A6miLZMYHZkAAb4p1jNPTWs4Qp2jlKqreO\nZFOcVfdvJCRRn8ZEmOj2bqLbu7Gap0ivH6ZvdS/pxsza2iCZ3NVLcT8jUsDphJ2SjtMF7TQKPNIV\nIqjMo34+dT64TMU7XXn98SLBqqLy0Jm5O1hsEizLgNq4oCvmb9qPRGoZrGlgIhQhbWSuSQaC9NU1\nsbt1CWEzTUMyTnN8kov3vUbb5Bj7mjtIBjLfLWkjs8Xc19xJ36s7uW5vjGd71tNb30xDMk40naIu\nlVmszjv4umtz5cAZQa8WB+86lciBFoxkkIZXltLy6Fq6H19L1y/XsPzeU+h8YAPB2OzDoxwP+NF1\noyVJsADGlo2y57LdmMGZr2+OT5ZUvgr9tY25OQNwSv9BgpbFpW+/SkPSOzZiH1GeonPevZ0uBj9Y\nOkwtizFyqtqv3fCby/n6W5cqx2P8sj2Mv28vk+8+yMhHX+eb4hTuYTkvk/nQfZ42XsWttjG1Ypif\n7DzEfz7Zw9sH1hBMBHnrzg/ysxt+Tds+kTIIjtRgJAMYySCNrywFU4CA+LIRhGkQwmIZk3Q/tpZV\nd252ba6mw4jVEH5+KctuPYPuu0+hYUfXCemb77iSYFWxsLGodLBseN8LIU5/y78OVlMi/xIdjdTQ\nX9tEfXKKrokROicKHbS+98AuAJ5avpF4MMx5B3YxWNfAeQdeZ318kqk1zazRSCQcZfhS0cDMvnVq\nD7QSPdpE72Wvw9ITm9b5wjWNRetgyRhfMs6eD+xm1X2biJQYOLgYbO9aScRMc352/hSLx+iaN1pQ\nhuPJfVFCwPDZB0jXJ2h9elUuLiG4JVA6pJbnQ5S9JNo4ZNeynVbeVoQxip23j0+9tIEn023cxxK6\nmOJ0BnnZ1hsX2GGL+JohICMtnJCdjgZsRt51kOvvO5dWkvxq+EUiI/6NO6J9DUT7GrCfsZk85yDx\nzb2em3sxGCU4YZBevrBDs5VbB2vBb7CKFfPKDsVU8CUGFjPX4XLS5uGA1CUKl52Luug46bxCiuGm\nJNXUiywazYcTsHP55focyVbatPn2tcN87/buwvYrXiwy9WhoHI2qqEM/FJHhNS5yH2nyhiWLwriV\n30hNkPkyO2O4dEWCxsQUjYkp74xkKEFnHLuyG7GnDw0VbUVYbhipAF1bTmbk4j0ku8cwI6lcvwYU\n8wf0FoXOmFqaZ8RNJ0rl2ar5q7EI0swrFxSWtD/8nzG+/HvNrFhjuOpWzWldm2OdcY6ddZCVL8y9\nwnjr1Dj3bHxXSRusIcJsuPoONszwgnM7L9blyUCWlGqtSbNz+8ChNN+7boJ/+b8ZD/G5tU5j3ecO\nFTbzs6hzhFkMXJanPtZyFW2pszJ0qLnEKX0M1CVp+8U6DDPTi8PZDVY8a1mnctLq1O0EhzZc63r+\neDJ7D7e/fIxV5xziM782ReTlJYxt7OOL0UeIiICrPBUCZCRX8jsivXSML/36dQAcSAtqjzZQv7+V\n+v0thBSxEVUQtqDumRUERqPsO/ft3PklkjTWqTvYWwtYmT6WHO4aQkP1lUiuufs3D21oHbmdZN6J\n5USVIjyB4eViIRCA3//qiRvcdjqOLfW3QZotVJvkYqwI5xKGadDy0Aa6fngmK68/m5r9J974f+6a\nRjpmIcFyMLQ6VobWeCMZCPKL1ZtLunYXzRULhNjTE+CaxSrBkhBfNUz/R3aRapoi1RhnCD3VVio+\nfl4rZ2zIWCeOnH4EqyZdvnE3bCZ7Rul7zz72XrGN77GeQR9SOAfxnT2EZfWDtCB4oJHg3mZC27oJ\nvdxFaFsX6c6FLzk/bqwIq1j4ME3492vn5yWyEGDOgfWgX5Qai3AuIWyDhjc6K92MsuMn143SX6IO\nloxkfYrekwbK0KKZ0ZSYJGT6C58yHQNz8DL3i8OHTa5bpDpY05HsGqf3V17l2GdeJkaYz9l7qX9u\nOdE32xGTs3cNc8P4Dp5IHi5DSz0g4Iio41H8BzxvJsXqO05j1Z2badzdDkEbO2ISfqMdYziKbdhM\nffp1zLb5+cCdDcqtgzVnjkZnC8fR6J/9xvXK33WxiBzxtU4kWIwjMi9LFzmvDl7OTGe8Nuc0NX8u\n5eOzxSuGoSM6t22bbS+mOO2szCKtsmZMaZyZ6pxAqupMSY5G/TguVcEVZ9BFr+Z7csLKv2zidn5R\ncywQnxlfy7p+i19/JkW4zA+SF46OxZlKm6xpWVhf/FbI5MCVL2BJm0/ZYlZHKTlPnzwfdY5x3Q5s\nZfpI5fBPbVmqm2OqOJlv7kiwfHWImlr996OqbtWcbn27mfWPrtKWUy7827s/RsC2+INn7/POLGGK\nAIc+8xKpxgQNhnpV0dF08tg6PeXHstShx8bHLQ4cMNm0qfgNhG5kVHegoy11ZeTj1c2daE/n/NRO\nBGh8YRnRt1sJTGWkQOn6BLGz92PVpghOhml8bgWpznEm1g4wtWo4W0a+7Kji3fX222nq6wUdHXoR\ni9663ekP77zOnBBpQc/PNhOOFfr00iHRMsnQ5qMMrx/MnZOb61iD+hkXN61aONJ+4g/K4+JFETqw\nbZuGnoPHhaPRKhY4TBO+tYgkWAB7OgzuOWX+VQ8XogQLMnpZd9zwlUo3o6wolwQLYGhVjMnmuf/y\n/qNn7uH2TefSX9tY1HU1mBgV8n12+LDJ9VUJlgt2xGTkvP2MnLufRNdo5gPEhtYn1tB57ym0/mI9\nwfEINXvbaHtoA+E+fx9cd98bZ9vLZY6TNwPCg3VMLtO/G8YIMkqIEfKb6+RwIz96/PL5aN6codwS\nrOoGaxEjEIA/WEQ6WA6eXG2wu31+FVcWig7WdKQRjC98W5eiUC4dLAAEHD7Nvyf1WVTDZW+9zB2b\nzi3qOgtI187fi1dGT9YPVhWFiK8dYvDyXXydUzn6hW0cvvJF+j60i4mTekl2jGPWJBG2oPPud9Bz\n47tofmGZuwAbggO1BIYzvv0u/2iUd66vyxugpAWB0bmhhyN9dXT8cg12wOJZ2jlIXoo1RYA9NPAi\n7XyTTXyPDdzBSg5RSwNpfpdd1B1qmpN2zQcWnRWhDm4xo+S4TPHe1IkTdWJDy6EZfTjM87JO0Yom\ni6AO3THB1CJ+lXWhzoGpY/nl6GDdcLteD8eP40cd7efUr1v+de2T6UA51mDud03sOvk62TFpQyAj\ngVgRGcqde3mzwfpH8o5J5xoLwYpQhafpACHcDm59UeP+4ab3ZrZTi9vqJck1V6SxdeaCPN63XDfA\nlb/byvI1Qc+5KcOQrJtki9REan70nH7rha283L26qGsMwEgZmFE9pedP1SELHxakTgzLfYfSXHf9\nJP/0jcwLNaDoarlNLvrRoz3y2htwOWVWw4/qRzHwimnrB0nb5su/9l+ZPjBsJntGGO/Ju3ex0gbB\niTDB8QhG2sjT7ZbNkrveQap5CjuSZvyUXu766QTvDLTy4TNbSbaPE186Sqo+jmln6LzG7UuJ9jVg\nRlOMvuModBT6adPRgiGpr6OGgO4pRj7zGoYQrDvnKCIewLz7ZAKxGmowCWLxBJ1cdvVNuev2TNbR\ndu8qaiZCtD63ksklr2IbNnHpmQppLAbz7ZMpevkd65/qK2a8VBRi1Q9WFWVDIAB/+NXj92tjNjjU\nYdFLlC68HTmWA+cua+X07oXV14eoLUqZ9XjBp69pob27fEtbtAxKyn7QPjnG+/Zud50zhcFgbYPS\n75qDXbd+jG2ijS9f8925bqILS3sCXPUV/zo6VbhhB21STQlSTQn3DwKOXv4aGJlNaWiwlitWrsE4\nfZDhte55EO6vpf3RdRiJILGzDjK+vj9z3WwbJ+1j7KjJ+EffyMQ7NWzuufUzmNM2S6moycuXHOLs\n+1fSMBzlpBvfxc2s4cJrfqz3ZbQAUbUirKJsME345rX6hfuEhoBn6Zi36haaDlYcgztYqYyheLzj\n9uuGGThWmlWeCgc2xjADc+9wVAVLCD7/qT+ZMc9pDBG259lqAzhy2OTG68vn0b4KCdKbOdU6yW07\nDvPmnQ0FYsWml3uYXDnM4c+8zPjG/jl7o9u1aazWOFZzgiGhjggx3ppg+4WH6V0xxlFq+CgHqXu9\nA2Nifj5QyoGqBCuLtKeQuTj4cWJaVuiqsGXabGbIz5KcV0WTyqJ6h/YLBW3++K8alTSg6cQw1BAF\nMh0nUzayNZeKntE5HZXLSypoIvmcbCEYVlCI4LYojBoZknJlOB8o+bb+d7Ht/VNc/KigQWcqV0Ys\nNAnWfSzng9fcmPvfD/VsueZQ4bliLUSdMVdZBRbk1TgddcqQaeiPfKWD2q4IE7ahnZsqyHM9IPKS\nzYmI4ODaMVa9Of/jF7JMJkMR9jV3sCrWr8yzkgmuYTcjtiiDbyR5HczDUhx39wT48ldqc/87c0H3\njjd90I+5vEXELZyO/JxU30sxFuZaZ6s+2qSiTGUBicpf3vTrnD679Eqb+vp+UiLgEggNvT8TGcJg\nWvxGhXPTlC3fjdohp+V6/0jPQzZ/7bEGfufq70HQdvXXmJ2Vwq0eoW/VMeB1Bi1oO9TEZDQNtiCQ\nfUtFPKhCub5M+wqpQx3d6OWgVmdZ6FgqhsrsyqcqwVrEME34t39c2KEL5hKpgOC+VfOjh7WQJFjb\naOU1ceKGSLrr+kEGj5VX8XuqrnwSsWLxriO7eXDN6TPm6Sc67w5Hjxw2uakqwZoX/PzeOK+UwYpQ\nxINE9jcTGPPvSFRG7Us9RHe3+8tswMTK4eNql1GVYFVRNgQC8Md/VZxZ+ImGe1fXclZfknUjc/sC\nXSgSrAEi3M/ch3+pJD7+lTbaustLSzQOVc6h59PLNvLZHU/NmKedOMV+KoWHa0g2TZX8AlyalWBV\nMff48Eej1NfPbgcdHMyMlR2yaL/7FKxwmskNA1g1qZyeVKp1knSr2i2JSBkERqPUvrKE+Mb+ikUQ\nmEtUrQizkEV9XmJB3e+6MlR5dTGrdJaGqt+LFXXn26k+7+V0VOf40aGD0qbNv/3jKDfdkdFFshT5\n/Th7dLe1MEahzjJMRtzOf1GZinbIFKIcZ1B+OcgUj5y/P50JZNoVzOubndm0P3f8p8tP45axPdRY\n5RUPy1gIVoSv08ijdPOJazIxyCKyY00pn44WlM8ns2OkdQCqeWvLjkaduaKLZemeS3LdM8+n26/r\n5Vd+p5ulq6dtimSKSm5Htv6oSCrbX/tmNz37K+eOIGhZNHjEwawjzaApcs+DzumoTP+2PreCZGOc\n3nMOYGbpkrAcb1RjveyM0aHDFjdcP8nXv5Fx9VKOxyckHMtjmQZW59XHOHUsuOVzeaSKsDTTrd9+\n6E4v561u63CZrirM8+B9CU4+Kchl7w/6cpo5PbZh8FAjtb9YjRHPr52ByTBNz63I/Z9ujDPw0Z3K\ntqawCY2GCYxlnqnwvhaGV+UdikZd95LvbfkdlFTEHtVRt95Un+mZ1xX7UvUudK1tmfLS6SpFWEWZ\nUJVgZbC/JsKPOtvmtI5K+8EygZ+wml5x4kscPnp1J61d5ZFgtR+p5eJnK9tnl7/xHA+snZkinCJQ\n1Gou0gIjbdC2o5vIUGn3t6QnwJeqfrDmBZd/NMoZp5c2p8V4mMgrXa7N1XTYwG2jJ2PV6WnIaG9D\n7njnQ+8pqS0LHYtOgiUr5sm701QRnnj8KEyqdsG66O8uZUhhKPN41ZFyKdXLefxD/wWXaX9I2Eop\nlk6CpVZKt3LSoKQmbI4MWRrh5Dew8763KJRgZI410o/sLcrhduRjy8rnjQr14jBmZvSsZJ9ay0N5\nn1indRyhfXhudUkqLcGKEwDhGC5kOlWea37C3LglW0Lxu//QNpD3YaWTVMnlucIteUha77r+KJf/\n9lKWrHa/UAKSxG7SyktMHYlYnZGf3zEzs3E4ZWcjRnmiZpSMT+98mv9zwadnzNNBgqF4kGQ0M8d1\nkvWYbSDSgnV3nUI0lnkuavvqGWjJUOQBIy/FM1zrVWF5hw+ZfP/6Cf7hnzMSLJPCOeEHAdRroQOt\nZEynrJ5N/diu6NZQB24nLsXdl9MOS+fz0CVBmVnh/e5741kJlnsNlt8j9lSAmgMt1L7Zwfg7D5Ps\nyZDG9Y+vIHR4ZvWEYcLsoZHzpXZEXRIlqDuW/xhvJUF8uI5EQxIMm5BkQBIVsu8rhQGV617lNUXd\nB4aib/TvSfVcUr0ZVIryaR1dVCKqEqwTGLqXpgM/EixdLMJiYBW5MFUC962p4WBDmT9fJFRagpWY\nvWec4wYfvKqb1q7SlHhlBFOCnqOzL2e2WD90lOvv+g/PfOEBH9IkGzq39eQ2VwB9T51RUruW9AT4\n1aurEqz5gJcEKzASoeunm2l9fC3RY420bd1IdF8LwcFaptZ5Byx/jG5Ply3p5vx2cwOjnHTHZlY/\nvBaRXvjru19U/WBVUTYsditCGYmg4B/PaeDV9rkR6lbaijC+iDZYW248xlBv0jujB5YfCRO0FsbL\nQ2fS72CQMBPdYzPmESmDzpeX0rk971x2lBAtlNZXRw+b/OCGaizC+cBMsQiDA7U0vLiMgOQQV5gG\nTU+spv2uTTQ+vcqz/HPpo8VOzJgnIPmzcp6KxoPNREbVfrGORyw6K8JJSZnNT1R1ZxfuVmDX5NXU\naeSUJGVFS53/JnUpzlkDdTvctKV0XqE8qfUrowiPI0NHEeauC8Dvf7U5p3gs0yw6/1cqyLSgSqFd\n7oOkTBFJ0jGZvklZcnmhgt9lf0ayv6u4FHhUFWLHUXYH6AjmX0bnNO3NHX/9rPWcPJjks3smOGm4\nfJaFlbYiVEmwUj6MFmSoaD8dLaijky0FRaxTYNdJT1XUoUwbvu+qHho6awqulykjVT1D6frcuaF0\nHScfU1a/IPFzlnNmUPZBl7lZkQgQerODukPNhMYiREbcbkn6iXAPKzibjJWiitLJlFc49u09Ia64\nuoHktBVKngeyjz2lojFuH2fFKKC7lZRnXgtl6MJ/qa5T0eLTy9CF/FL9rsvrokmlIhza7AMfiVBX\nL4jbtjvMWjxIIBal9q1C1wmBqZBTkSe6ifMbvMHU9m4mNvZjR0y4wEciAAAgAElEQVRSUpuCySA1\ne9TuGYy0wajkmzAgbdjl+eQYLsjPoddYFdRVRF6VH7JMnYV+wZwju8xe56sSrBMYXhShacK3rtVH\nTF+s2NUW5u/ObuYfz2ziMOVRcK5KsOYPD954hOEySLCsBbI6powAKUM9fkep4SesYq9oUP7e8NoS\nup5ZRf2h5oLNFUALSUZEaTTo0cMmN98wXtK1VRSH+6b5wQqORGncvoTm7Uto2tGNrbEaLQZRLFqe\nXUXX98+m/3sfJjSYX/tq9rRhpNVzMH7vuXj48F0w8LL6X3QSrCrmDoEA/MFXmyvdjIUJIdjeEeZ/\nWMVJjPAJDhApygTBjUpLsBbTBuv9Vy2lpQw6WOkFssEKWSbJQBCbPDVzgDp+SRd7aNAqewPUeTiF\nfBJ9oHcvLOkJ8MWr670zVjFrfOSjUeokP1htT60i0tvAVM8I0T715rpUhLB5J0PYd72DgUt2k2qf\noG5nlzb/ZmK8NlzDVNvMrkQWLGyIHGgmsSK2+KwI40VGM3d0Fbx8k/jK46NuWQwpiz69fKD4oS3z\nImRvKxSVInkAu0B8LyOdjUX4vdu7tXl0kGk6lU+haS3NHcm0TcpFJ+bpOLmMRFb0HJHsQGT6Txbb\nW9ImQs4TyYbKGU7nFXJ7U/nNTmsw/xX+sfZXcsf96Qa4Yi/HgD/adRLfeO0o9WZpm6xKWhGaCPjQ\ni1zU9cv8/9Mg+6fS0TpJxSbNj2+0lHSdLhROMbA01qcOHrrxCB/77R66V7tpQq+6ZXp7NB2lP5xG\nnpeVRNhM51aBW1nFyV+5jVMFnEqeZpGtt5y1xgrN/Ek+mX0FREXWilBaa+IuOr+w7w4ftrj5+nH+\n9p9bM3Uq/RV5+0aT4SV1d5VdovFMoIh3iu5ZUFm26RCWODqzCHoS8vd4771xNp4U5NKsFWG6JkVN\nOkDd/lbf7SgWwjToeHCjr7xWrIGY860uLRNRj+fHD32qolK9+gv04zw9lFzN4UaaX1jGaF2Cycby\nWpMvkG+0KuYCM22uICPB+v2qBMsXdjTW8P0VpYeXqaQV4Vs0MNq1eEKaXHbVkrJIsJ5eGWCgdmEo\nuUNGevU6jewSzb49BiQ69RSeRUYSViqWLA3w+aoEa17w4Y9GOS1rRVhzqIl6hc5VJVFfwUgHxUAV\np3eqZ5T9n3yNZOtU1YqwivLBNOHfqzpYvnE0WrrzykrqYE0sfEF1WfHAjUfLooOVDgju3Lww+s4C\nnqCT21lV1HXxTr1l4ds0MClKn9NHj5j8uKqDNS/4+b1xXtmWInq0ga6HNyAq7JttOta82s7mR5dS\nM1reEFXzjUWngzXhww+Tl/WHV95i4RJleoSjcdF/mqrdViOKDFqHet7ndZY7kPGR+odfbcpZDLqt\nswqdi8oWYDoLHhnqciWHkdL5Yh5LXZ+bLmvGfInOvci0odzmQ8m8mL0+kPf1sil6OHf8yaWv0B0x\nYFdpwaErpYNlAS/QxgbpXFzxTLksSG1LeV4dSkm2tPVeTsrtE81SfCPKEizTk77OQ36uawIZWnnv\nUpvXu+Ck3nK0tnT8Oydz0Vd+wMey/3utY4nsWAVq9Z65Y+9+m83rXwXIOYqUKboJW/1UOpTXkqUB\nPnd1Q24OePnM01mWBhQa0n6oZNXYu8rwMdd09Tht0tKJmtNynaFsP6WE/GzlL3SpOshtlcoOTgVp\n29XJlfUGXbsbWHJg4fod697fSOeBBvpP7ufwGccwIyaT1syW3brZqVt3DGFjpAUiWNxOKPe82DPP\ni6oVYRW+MdPmCqpWhMUiGSr94auUBOspOjkiFu6iPBcolwQLACG45zSD9HHgLHc6RMqgU+MDyQSO\nrJgdbVyVYM0BbGje20Lny0voeXoFJ996Kt0vL+Xnj47wwr6F77PQsAVdOztJ3HwpP7/h6jmpI5AM\n0PZ6u3aTOxO8Nt2LToJVxdyhakVYHGZjVVYJCdYgYR6leAOG4x3l0sFyMFgveJp23ktf2cosFhdz\nrOj3SccLy5WuGQDeopFUZHa29VUdrPIiMhKh56mVNBwtjK7x2VN6aAgfP6/rzQzzoD03Oqep2jSp\nuiQrnljJ4XcdwoyWb1e06KwIZRHjfMGxHNE5lvMDhx6TRcJax3KaqN+5mIJYM/6ug05k79xL2rT5\n5rUD/NdtS7TluRxDuiw7ZGtAjaWWKDxnSHSAgZqKMhXWOi5nppo5IYugE1KekWwsQpn+azLyxwfS\n+UDPexJ5s3W5vLgdZOVw6TusSlgRxjYMsvGcewF3X6voX5mmSbnGQo4TKFG6WaszmRbUlSfDi6Zz\nzzf/jm/ldm698Sgf+a3ldE+LRaiT6FoKmqg1mPdQfjjRzN0fGeEdD0NLvCDrvOBUhtk9FCWeNYVX\nWfXJa8qoFWb12/oA5jtopkF6Bpxr4y4rX6Pgd4CkyOQ5cMTkRzdM8P/8U+b5ctYHnTWYbi3xohZ1\nNJ6ObnbmjRf9N1Me5xZ0eXXzW56njvWs7IU/LK0pzvMSHQ0THg2z4RcrMTTO127dcZjNnY18bOMS\n5e8LDfWkWcsY48karKBj5ZohBMMaVQ0/KgbOuEz2JDna1UfLkVbi7RMka7NWsEU45FLR7Ol0lSKs\nokwIBOB3v1q6Zdxiw+pjpT8u82VFOJLVZruPZbx0zvCc17cQUS4/WDKSQcEj6yr7PRqJFan/p/ko\nTCN4ndlLU7uXBvnsVTPHMq3CG20HGjnpsRXazRVkJFhn9xxfa/VHOMi77l9JXWxu4nlaQZvBFWMk\na8rnSqVqRVhF2WCa8O1rF+dLuBSs7p2dBGuudLCGCfNtTuJf2cS32MTX2cyL6KUXJzrK5cl9Ovrq\nK6uHZQeK+LoWEFum1tnZTWNOCjUbHDuS5tYbF75e0EJHU28dwdTM43HrjsM8d/j4WqubSdE4FKVx\noDTDIN8o42O56HSwJmz17tfLysSXGFiX3yNGhh8xZN6KUCNKlsrQ0YhOu/3cS1GWOI5BhbD59b/s\nyFncqShMnSjf9EEjpaxAQV4VHQNuqz+VKF4+F9dYN0VFPlhpQrJLdChFmfKrNaR4WUb+fH1Q/WI+\nlmhCpEvnh8qtg2UBz9LBEWoZ/eR2RLSPKNATyCsd1xkJKX++/xzLXHk8ZRpDN98sCulp+XfZoaiO\njlPNFRdVLDuOVdDN02EoLFUvvaqHpq4IFsJ1Xuc00ukHlwWYy1Ft5gt5oq689EGxSITNHG3nRatZ\ntmB4+Sidbxb6S9pBRu/SoWwgTw3q6f7CMWpbEuYTX24teB5NWaVBp2KgmVf5vOp1QrfW6CyLleXJ\nDpo93g2GjgrUxKB15VFIEC1XnD4TbGjs8w7HdbzpYMnY9FQ3TQNRXjt7ANuAOk1wcVUcW5gez7cw\nBqpLfcDjEZXLUq1zdpGqQF6oSrAWMUwT/uvagUo347jBaLT0T6VySrCGCfM9NvCA6OE10cJUtLIv\n/oWGh+ZIglUsQ1cu9BLlOtYzvqQ4i73RJeNYAfdGIInBm5SH1us9kuaOG6tWyLOBsPwZwx2PEiwH\nhi1Y/kYLG7YtfKm6tdgkWFXMHQIB+M2vLiyPwAsZkyFBSbbBlE+CNUSYW1hNv6jQ2/44wPvmQAcL\nIBESTIZgBtdSZUUSg0fp5lk6sITgjCKvt0IWr1/2Fkte6+Ttg6s5QD37qSNVBnoQoGtpkE9dVbVC\nng3sABzeOMzq7R0z5jueJVgO1r7WymD3FFPLyv/xUy5oYqqXjAU/YhOW2gW/p5M5qzhpgyzO9RI3\nq0S/OvihCL3gRxxtKBziyaJ3VewsM23znWuP8i+3rgIgKYloVe1zOQmV+kjXd05+vbjfmzLwmu8y\npaGzLoxmYxHKeftS+a/4cTOaO24M5AOWyjTR0YlmlsVK9zZZLivCh1hKv6hh1Re25s51BPN6MI5z\nQ3BTdiqqXWe1E5Lih+nGXOU00EUPS+dVFowgzwuZWsyX4XJMqaHEVOvAgzcc4UO/tYKu1aFpVrcz\nrxkpS+oPKatMLcZqoXZkxmLKgiQG32MDJ191J+dlz8kUimrsVE6B411JDnYeA45RA2xy0S35mxyz\nogVlyAhQSKfsO5TgjhuH+ONr9cYbOlUCHTzXdR9OhnNlaZzM+olPmVv/dM6hfQR+V70nTOF+hoQF\nfR1pVgobY4b3zvFmRajDaU908ehnx3OUv/xekt8/XvNARtyHV3tn/OV5rHpvmWW2IlzwG6wq5g5G\nAK75y07vjFVw8nCSulk8fOWSYA1wfMT8qiQuvWoZzV1z00+v9QiWjsw9JRvGokmjq7JQ0Lk0yMe/\nPHfBhhcDwvEAJ7/YOuPmCk4MCRZAPF5TVqX0cqPcEixf20QhRFQI8ZwQ4hUhxA4hxN9lz68WQjwr\nhNgthPiJECKcPV8vhLhbCPELIcTS7LkuIcS92TJ2CiF+Xt5bqaJYWCZc90+Vc554POGs/oR3phng\n6GBNBcNsWXcGD6w9jVe6VtFb14Qp/H+traHqOdsLD994iFjv7MZLh8fXCwbnYZNrAQdnEYh5PtB3\nJM1dNw1VuhnHNRK1JkdWeT/Tx7MOloy4JydRWVRKBysBXGLb9rgQIgQ8IYS4H/gT4N9s275FCPFd\n4BrgO8CVwH8BB4A/AL4K/D3woG3b3wQQQpzqp+IxK69r4kXdFQsvMaQfMXCpZfup0xFh6pwsyhYu\nqjw6SsTJawubK/5iOaPZPvayqNFSLHJcQtkKzFPc720pZPq0moI8zQHue4kYhUozw6n8y2vSzFOL\nNZJ1YY5GtOHyWSpNOxKsyVCED+7ZVnI5x8jco25uyhZdkxK9rporuriQAU1kSBV95Icud5ySwgwU\noPO7D0rJK57hRVctp6GrBhNj2j2qHf3mzkl9JLdTtjh9O9HGDWen+LPn5mYD56CXGpIiMC3uqVff\n6cZTturL98Go9Lx4OvtUWAKHump435ciufVDFXtUBx19V441XrXuuKxdNdbQLpQopJT7WkWjyxSh\n8+y8clKCZbvT1E/oX8cnigSriziir5nhtsyaHJXWZpV6iR8UM39c65XivVURK0I7A2ebHcr+2cAl\nwO3Z8zcBn8geB8h8hFnkBYJLgENSmdtn1fIqZg3LhJv/+bB3xkWOjjFYlpidZrMjwQqbpZfTR5Qj\neJt0L3Y8MocSLIAdHSGe757bCBPbWPjU28DRJPff1F/pZhz3MIPw0pkz+xM7USRYAGv2LFzJbMWs\nCIUQAeBFYB3wbeAtIGbbtvN5egjoyR7fDPwYiAK/mj33beAnQojfAx4CbrBt29NufUxSQPaSyMyU\nRwWdrx6vsDheQZSLhVyfV0gQGQFX2Jnid942Np/80zWMmYUWaV6+t1yhVaQvQpeivIdUzU8/OhIZ\n+YtX/jKUv/AnJSXlhHRcG8hIIHQ+bVRfmgDHEhkJVjBuAlPKPH5x7rJWlqxdQX2yNF9ab1PPLawm\n/LlnCeP+wouZ+QVL/oJLSNIslf8X3biFJYmTfJ1KyqENiaMZLxmWwpeWDrp5o3rez//Samo6aklY\ngWnSCukL2bPGPEJGvj86wpnvzAdOt9n8IJQxDBqQ8bL++Pkxjq3oZznuNk/YssQpP14qaaYsyZSf\nHcP13KoNGFRIuRSQM3mjXUEuuDKkXD8c6OaHbu55wU/4MidP8ZI0RagwzdzU+seSQ6Bl87ilWgHp\nOD953uyxOK3epGlcLUk8USRYAAO1BjEz86HYTD7guNynSVfIpsL7tjQ+1fyMeS6MnWIMbaNCfrBs\n2zZt2z4dWAacDZysypbNG7Nt+0O2bV9s2/ah7LmtwBrge8BJwDYhxIy2qaOjo/zzFS8T603k0v97\nxUvK1Ot3VTrSl+BfP/9iQVrqdaWmqvvwm157xSvEehN8/YrtDBeZDh5J8G+/tlP5+z987lWGe5P8\n78+9NuPv//C5V13t0I2Lanz89M9/fOFZRvrifPuLzzCaTUf64nzrC88VpKN9cf7nyicY7Ytz05ce\nY6xvipu+9BijfXH+64tPMtoX57tffJrRvjg3f+kXjPdNZdL+KW696kHG+6e48VcfZ6wvk070T/Kz\nr2zhwHic91z3OEfGpkpOL7rpCX70/B7OK/K6d1/3OPvH4lxy3SMMjE3k+sM9Hkm+9tmdDPcm+fvP\n7cil+vnhPW6q62aaf9NTOZ9u/unyFzNv/r/Pv1CQPvTfe/mPK58rmDfy+OtSZ55MT6fPm//8zUf4\nnzZmPS+mp6de9zTbImO5fvr9Tx1goDfN73/qAIO9Kf7003sZ7E3xl5/ezVA2HexN8ReffsuV/vVn\n3mCoN5lL/+azu1z///Vn3tDOG1WqGrd9r43zL1/ZMeM6I68Tcjp9vvhdt/2s017zQ06nryPO86Va\nd+R0ej4ndZeXr8dpj+65uPbzr/CmNaGdF5fc9CT37+kt+3yrRLpTTOT6wZmX0+ene/4VzivdeuM1\nf/5l2ntJtX6VE8JWmPd7XiTE3wKTwF8C3bZtp4UQ5wJfs237Az7LuJeMFOsOze/23/zN31Bz8Vaa\nOiOM9CWo74wy0pekqTPsSls7Q4z0JWjqjDDUlyr4XZc2dESU51u6QiVdV2oq1zfeF8/dr1fa2hUi\n1peguTPCaF+C5s4wsb6k77SpI8Qrjwxz+iWtBb+P9cdp7gwz2JtWXu/8HutLUtdRk2tHf6+pHBfV\n+Pjpx75ei8bOCLHeFI3Z+2zrCjLal8j976SirYmx/jgNHVEGe9M0dEQZ64/T2W0w1p+gqTPEWF+C\nhs4Ih44EqO+IMt4fJ9RWz0T/FHUdNYjhWO66eFM7EwNTXDFocNq2MZY2RDkyFi8p3XZshPG2TtbG\nR3xf190Q5b/H2lnWEOWxsTANDQ2YFz5KY2cEYzCW6//ubsFwX5KWzjADvSlaOsMM9yWp7ahTzo+2\nruCM49bRFVBeV9dRUzCeY/1TNHdGcvmddKg3lcvXnq1v+jxqzOZvUJTrd94M96Vp7Awz2pfMpSOD\nKSI1AdpX1jLYm87Nj7rOaG78VWldRw1j/QkaOiKuVDdvxuu6+L0txzgrECp5XshpoqGd/xzrZNOv\nP5frp/rho7R3BRnoTVPfWcNgb4q2rhC9vTatnSGG+lK0dwYY6kvl/m/tDHG0F1o6Qwz3pWjqiOTm\nx0h/Ine+vqNGOW9UaX+vVTBu0boA+7ePcfK5zdp1Rl4n5LS/N52bL7Udtb7Xy+HelHLdVK3P9Z1R\n17xQpfK6UtcZLVhX5N/ldLx/Snl+oi+e+7+5K8RoX5KWzmCufZP9U8rnYqgvyUV9TSx5OqCcH08d\nHGJtSy2mzaznWSXT/WMJHrx6kuHBzHNtD8Zy86ytK8hwX4qWzhBHj9m58/UdtQXzZ6gvmZs/8vrh\n9f6X36/y+9NJh3vj/NUlL2Lb5aGpfG2wspKmlG3bMSFEDfAA8E/Al4E7JCX37bZt/6emjEuAZ2zb\nnhRCNADPAV+ybft5TX77a1/7GnWffaqkG/NS2J4JKlHxXNTjwK2AXISPLR9ialVep81m2uI7V7/A\nH/zwrOx1M1N68u+yeD7lEucGpPyZPLKSs0xdyHl1tJ/j+0f2USRTNvJ1sj8r2SeWSvl2Iq1WAG8J\n5UXW+6cyejBXvjbJpftnp+R+01tDHOkb5q/OXev7mgdYioVg+6f2Yma7ylG4dveXmiJPSH3gFQZJ\nR8EaGip4elnT4ecZUrXDD1S0jnzu9v/1Mhf9xjraV9V7hmSB0sNuDabqWD9g8sdPlR5CycEIIa7/\nUIKROjg5mteckJWAR001RRhVGHH48fUk94cXTaca+6O7x3nspoNc8Q8ZMiO3rngYExS0z0d+FXTr\nn6odOsjripfxhK82Kah4uZ1RIa9d7iDFoRRceV8DdfHC8fr6L9+YtR+sUUI0FkWOlx+v0MIvr9iX\n+78pMKnMJ6s3qOamPH90NK/Xu1lphJC2+PNTHy7bBssvqbsEuCmrh2UAt9q2fa8QYidwixDiH4Bt\nwHUzlHEm8B9CiHS2jP/Rba6qmB8YAcHH/nRdpZux4JEyZvesmcJg07rlvLfVv3n/Xup5nSZihAkF\n9s6q/sWG8760msbOqHfGMmB3e4D9zQYrY6VbHO+mgZ9+bITJ48zFWcvSKBf86rJKN+OEQSoE205K\ncP7LhTptfnWw0mTciAwQYYBo9i/CIBFSIkCDnWQTMU4hxnLUm5u5QhyDB1lKlH3zWm8xMALl1a/2\ntcHKWvwVRGqwbXsvGX0sP2V8A/hGUa2rYk5hmTb3/MuenASrCjWSs3TdErAt9rz5No/2j/j25L6H\nRobFcfbGXSB48vtv5yRYc436hE2gxL2VBTzCEp6gEztSuuuOSmH4SJzHf3AoJ8GqYvbQ2VfN5Mnd\nAnbRxPN0cIA6bKHfJIyJMM/SybN00mgn+RJ7aJvm0DaNIFiqn4oZsJ96JggyP58+pcEyF5kndxfN\nUYRfHD+WSa4yFBLBclstetUH3haFrt89LP2m55kOG5uL/+gdjKRrtXnlcl1WixqfQbLo1hGXy5Se\nLJLXUoQKWipl5fPKFoIytL58so48pyR/V+NmPnRMRGqfTC1OZmnESVJkXMGVjguWNpHoyFj7eS1g\no4R49oP9jNVkAnHLIVKd5yEh+arSjYV8L15hk3T0iCqSPeTnhc6SVWflo8o/G2pGNe/P/OIGgm31\nTJpBLcXtKkMRRsMNdfvrAwnaLZtlo8XvsMYIcgcrOfDpNxEcojuUj78jt9mxtgJ92LBUlj8uhh6e\nfl717HhRLOGuIGd9IZyj5p2x8DOeLupWYRmoWx+LGU8drCJ89bnK1YQHk6Gy6JTXtoSRP5b98wWw\nqZ+C7l61+w+dBGuSANexniERJfbxXd43ISEGXB+zuep5QcdE5n7SCLbSw0fyHpXKgifoZMsn+7CF\n2zuTjgpMaMKeOdDN3ZTm3aBa/0wFM1ExK8Iqjj94xTu0TZsH/624h3IxYunE7G3xnz04yB07M7o1\nh2fwZTVOkJtYy0jNAo4nscDx3A/3MNY3O7cafjFQL9jdIUhOW0pNMjTvbho4Sg3jBBkhxAu08SNW\n8y02sV80zEsb5wqxo1M8ffO+SjfjhMG5O4OsPab+SPzujgF+cNjkWdpdf7eyiiFRukzoSLPBXe/I\n1DlGkBtZh8Auq/xqH3U8LJbOKFmbL3i5M1p0Eqwq5g4iIHj/H1fF+zOhJW7ynmOzV2KWYxEOEGUX\nzaxhjFWME8QiRphhwmylZ1YLZhVw9pXraOjU+2YqN657j0HnXRv5AIeJYLGTZl6niSlxYi+vzUtq\nOPeLqyrdjBMGL60zqY0LNhw2EFmJyyghttBD8pTl9EYibBHlp713dRkcpYYfs5oxEeYi+xj3sYyP\nlkmK9QyVj3e7YgCG6mHSY2mtiA5WJSHTHG7LgWJCssiWBd4dWA7LQC+UajkjIyiJm0txmmqlLbb8\n6xtcccMlmbwKK0FdP+tCtbhDnWSu1YnTyxIWw1aLimWxfMgodKzpLiPf5tF0/gkcT4X55L4RgmX4\nqHn60BBvDU3w5+et50wGGSLMD1jL6x8+hA1YhiBlG0AvAM2yw1D5GbAK6SCdI08dlaqaE2kfoYjm\nCn7mUjF46gdvc/avbaJlZa3WMaVqTvqiSVXlBeDIJ/dwA86c7gP6XCF26oP5TXqDkT9WWQAOpfOO\nY4sJ9aOz5vWjWqHKo3u2HAwcHOGFmw/ywb89K1ueKkSNn/V2ZgefxVuZls8K3M+ckCGvyQ7ksQq6\nKML8cx0SJmP1sO/d0DwGnWMQSsPObpNk6CDbvvcG7cubWXvhUlKWZjwttWWmV39YtsH/+ZBNMnCI\nk/vSbLGgZWoAdsx4mS8kMRgm7DrnCuclWXPr1md5fXPyuNQfPBwPA+xusbnyGYt9bYJfbsjkiaoc\ny6ZLN1ZRYcFvsKooHV4e6UVA8N4/9BUSclEibFp86Eh5givLEiyAVpLUkVbqAVQxO5xx5Qbq51GC\ntVjRuKSWd36+aoVcbgzVC4aygipno7ThsuWE6+YuPFMyK7nZ0ZmpoyZl80p3iD942GTZLKwNH2IJ\nfaLyz6ItBHefZvCrz1hsX2YzUqted0WZJVhVHaxFDNu0+eU3qyEhdbjk2CRNqfJ80TixCGVcxR5q\nUuW31lns2PbDNxmfJx2sxYzRo5O89OM9lW7GosCbDxzk2GtD81bfVEgwVGPwKi2zKic2TXpVSYzU\nCm44z+Cs/TYRzbprLzYdrITG6iytEYeq4KK5fNB/+RhppTtAdODlDG96Hpm6cOrX5rWkuFceNKPK\n0sy2bc783bMYTRUS044oezZxF0vtD5VYPuhyfpm/V3kepKQypiQrO6dPZUtE131JzUykM/Nt/VCK\nz+/PW3bNFtMlWJBRdh8ijGUW3q98X5OSxaNKjJ4WMh2UL0suQ4ViaAQdZkOne1mb6awS5XHMxXuT\n5sS6KzaTbmkklgr5iiXnXGtoqRy1Y1v5OBpIFZyLKOg/gDErWnCss8R1tVnzjBcT01FH+3nRe6o1\nNNTZzMmf28S46bZu9LPeFmM5Wuo67EsdRNMOS7H2yjBEoToFgCG9oFUMQkiaVxOa+aai/Fe8bw2h\n2iCTZki75mn72rkXD0vigusQPHXuOO9/hpLVJHa+Z4j9TZlA1l1ZanA4JcVO9WGpL/ejsx8oRv0B\n8mvhaEAQjCf4ledt7j85ytFGw3VdKZFtZkJVgrWIYZs2z/7HS5VuxoLE0nGT9nj5+PjpEqxJAtzJ\nSqwqRVh27PzRTib75teJ4mLE2LEJtv/4jUo3Y1Fgz4P76dsxOO/17m0O8a0zGhiOKPSVyAShl7GH\nBu5kBf/NBq5lM/ubFp4M5/meIKcdM7nq+RQX70lz4Vtp/nZLgtYJe/FJsKqYO4iA4Jzfe2elm7Eg\n8Wbr7PUdUghC2S/Fdy9rZWV3Bztp4gB1bKONpKicYvmJjE1f2ERtp94VRhXlQUN3Had+fmOlm7Eo\nsO79KwnVVuZ1/WJXhBc7w7x3SztrGWUtY7SQ5GesoJ8oFx4E6aMAACAASURBVHKMVYzzMEvYTSMs\nAHcMM2Fzb0ZC2D1u84kdGen04UbBUC05681yYcFvsGRRoFuMnj/2soDSUkMaOKLUYmmTYuiSUqz+\nCvP6l7CoyrXSFk/9+zbe993L/eUvsc3FXqfK76dfvMZLR5mF5ZhsZma+7Y3YjAdHqU+X/kVzmFpu\nYQ1NJHni0FtsazvC2ktXZ38dzrQpkd8IuCgq2YmsZxxBiRa01XSham4WPb/LQMWrqOpiqRyv+fHy\nD59h45fOpH5Fra+55xzLfR6WaMFkIH9cI9F+KZlGJJPHFPn7lqld2aFiwsyvaU5/OJauULzlXakx\nIuXnwelfeQ56rS/DR6fY/uM3ueCv3+MqQzfvdGOhmlfavBp1iWLmt9dcmul8MXDmlW7tcvf1zOvM\njp/vpWltK0vP7yTtQQXqzqvmvN/2ATx82QgPA1APto0lJoAJniVEONVMPJgA+l3l1UvHk1lHz5Oo\nLQD9vA9U4yxT+EjUovxcJLP7iA/uSfCB3flnOBGAB9cHeaUlSiwdLLsVYZUiXMQQAcHpv3NOpZux\nILFk0qR2FpsrgGPUkhAB+kQNS5avpPtC/4Geqygdaz93GtGOOu+MVcwK9d11nPK5qh+9+cDyS9fS\nuqny/qRymCaligePj63EA2vC3M2K3P/PmF28+MY72NOa2YBVrQirKBts0+bl/3y20s1YkPjk3vGi\nH47p3rzl/w8ePMixx94qQ8uq8MJbP3mFeP9EpZtxwmP82AQ7flKNBDEfOPjwWwzt7Kt0MwrQGjdB\nVgy3bZfx1UJA0LRpncpIpixD8CaNQEYP9ulpTlAXnQ7WlCRm11kSKR3V6UThLseZXhYk3uJL1XW6\nNpUbcpu86lO137ZtTvrN85hMz60prZ9+8RJZ++nPoESzyHSPM85pS6YXpDokyiaZnSutJSi4P00H\nO2hmNeMMEuEItbx0aT8A8dNq6YivJ20bTKUKHYeC28IoHMgfy5SAI7aXz6moHtD3uxfFpptXXtdp\n6ysiDqKfcU5rHC066Pzku0g0tpBOhLCl8oQHReKeP/kxks+HpTGSLb8cSjGkodVSmvFSQbd2ufIo\n+tefE+WZ+1q+V7mPZMrU6YNgRwsbPvOOnBpH2oPy1dGFqvEvN3XnZ933qqfYuotT95h5LW+6YBOB\nmhCxZHRW7yXVddpjl5Wjpazvz14ZpiFl8XxHlLQB5/bGuWdlHQ8tz6g+JKX5m07VFJRb7Fio6Hyd\nJaUzH//kxVHWxuLcsr6e2oTNkdMOk3gVrj+5nud7MvFea7PttEV5ZU5VCdYihm3a7Pzu05VuxoLE\nNza38pvv6WIK/4roNoJ+UcMLtPGWaHSFShnacYzex6o+g+YDh25/icRAeRzEVqHHRO84u27dWelm\nLAr0PvImo6/3VroZBfj++kY6pkw+vn+CT709wdJJk56JtPeF84QzexOc2ZekOWnxWztGWT6R5tmO\nKFdd2M0jPYWGMItOglXF3EEEBJt+69xKN2NBYjQcoDmZYowQNfgL9nwWA6RtQQCbx+l2/dZ6Sje1\na7vmoqlVTMOyT7+TSHv5Y7ZV4UZdVz0nf3ZTpZuxKNB18QYCNXPnyb1UvNkUZiRs0J6wsAAb2NO0\nMNoZSdt8aWdeVeChZTV856RmEIJ4UCil6eXWwVrwG6yRlNrNvmd8JZ2VlS6O0xyJ3GUUYzUn5y+H\n9Z6SdjMtXvvOM5z1rc9q6ymH9V6xeVUia1/Uoob7V9EOOtonLtGFlxwcpRP/gZ5NBHtp4K6LJ0Fk\nfNaks+X1vtpP7MA4PZ89h3g6X4fsIDMgtWkyrba0cY5lijBpekvZXPG6VA5gpcVGptJsDbXi5Nfl\n1Vk6ecH28Tx55dl368ssveI9RJfVo/MbqLIkNzRj4TrWOZhU0Iw6yGuQ037TKqQ2pp/XwVbMb50l\noq7vnPbL4ylbNoaDealEJGtVOb5vkEN3vMmpf3Gpqwwv+m86vGPllXadbu76KcMuYk2TIUqkBXVw\n2nfo4beoW91O67nNvsoohs7X0YLyvA/ahfPaKeNvT+nib3b0c6A2xHWrWpmK2Ixm1SDclHohzVjs\n+8ChBtPIFoL5Y2f9bkya/PYbsZwvw0c66vjepjpGk3mnuLXBvDVhPGvZWI1FWEXZIAzBut84v9LN\nWLAYCvunB03gO2wkIYIgCsO0NJ+yhMDKKiM/H+j+5NmE2hsq3YwTHtGuBlZ96rRKN2NRoP3CjQRq\nF07YGRlvNkb4wtnLaUhbjIYCLv3R+UQ0bbEuFmfjWJIr9o1Qn7bZVxtiT32Y51pr2fTAEp64aObo\nHItOghVL5sNKBH34ffLyqVKMVMrP12OxX0YOSv1C0sHry0lVn21avPFfT7H5X79Q8JuX9EsnuSim\nfX6kFXLdxXwdqso2XF/nkhK5kR/nuCQ52heuwSbmy/Xc4ZoQ956ZABKEpDKc8oZe3s/ooTE6f+Vc\nLGlehUN5yUBKI4lSSahMjZRD149ynmJCj3iNrW5M/Emiiq/PT57Dd7xAx2feS6TH7aqhGEmr66te\n+pKXJV/FfIm7Da2KkLxIx7oyXMeqOqTrLEt9nQxnTANBSYIRyB+HgplnJ76/n8G7drLqjz6cva6w\nnfL6aGqMTIRGgqKCH6XoYsrQ9UEx0vxi1iVXeS6psTqP05e9j+ymZlUHzeesL9mPpx+JmXwvAUlq\nlbIKw0lNH4vhYABsSEr7K5VhUTHK/+B+76ukpHEzyJKpFP/7tX5WT7rDU/3dpk4O1IUZS0Th3UmI\n11AbSgK4Qlg7vrkssyrBqqJcMAQrr7nQI8vslf5KXYDKXUYxaEibfPHQkOdyfpQadtDMjzfO/CjV\nn9yDWDFjlirKhLbL302obfFJsMrxhBTznIU6Gun8+FllqLUKL7S89yQCNRHvjIsQnfE0337pCE3T\n6L1Bwqx6oZ1VQnDfOQmA3OZKB1Hm0GVVzmIxw7LZf91jlW7FgkJnIsWyqSRtyTQrp2Z+GAeIcBPr\neFJ08UZ9YcBsGeO7DjPy1OvlbGoVGgze/QypwbFKN+OER6p/lL67Xqh0MxYFhn/5OhNvHvHOuAjx\nycMjBZsrE3iejqLD9thl9uG14CVYE6k87yzTOl7ieT9Ugxe956uMIpQkdeJ+HVQid1d5RcRNUvkD\nsm2bJVdd4lK69gudGN5L/O7nC7mY6/xEhc89YxLVIysSJ1KZ+4+aFusH4/z9vkPsqYlS4/GwNZCi\nmSS91LgpOOnY8XkVXL+SuqU2qbSb7pP/l69LSGPiRaG46UJv+sOpxw/lJMOrp/3MRrmMXD0+noVi\nqMrGD52H1dBCIume1+Wg5b0oUT/Ptbs8RdlyMzX0nmUW8W2sG2dr5ufMSkuK94H8+aSR6VervoPa\ny85jZHKaIVKJlCSAYSj6QJPXdV46dijdYuncYmhcHYSL+iz8vVSVh/r3nIJREyZpBrT3VUzbXG1y\nPYAzU7o6X3LusmV1hML6ilVslxFQqAldt6yd65e1847ROB/sHaMvHOS27hYORyJARnLlKOwnzGDu\nOJ0uXLPtYh9gD1QlWIsZls3hG35R6VYsGKQMwZaWJn57/WreMVmoqD4dESyu5C0+ZB9i3cTM1oYT\nrx9m7Omqz6D5wPB9T5MeGq10M4rCfFPg5UBqIEbs/mcq3YxFgZEndjK1uyrBUmEiGGA8GOCZ1jr+\nekMP31rVxdGo2iAg4GXlW2YJVnWDtZhhCHquvqTSrVgwMLOfhrFggP/u7vB1TT1pzmaApfHUjPnq\nTuqh4dyqz6D5QMtHziXY2ljpZpzwCLU30/yhd1e6GYsCTedvomb90ko348RHmXWwFjxF6NA3AGZA\nE+qkRFgaWkRNOUrXaeTXxdAYfqxXvHxA+ZFmztQm27Q4dP0jrL32Kl/Xa8XznrSJNzVQDujKCxgO\nJZo/l5YoFjlcjRGA7mSKjw3GfNXZR5T7WMaDTRHIGgTK4+VQgKM7jpI4MkzrJ853CeT9WKp60QqW\nzorQg/JwUSJSGUVJyXV5ddNO1aYyU4SDdz9D8+UXE1pS6KlZVZ6Xhav7B4+GFguv9dxVXzGLv4+B\nUVlxyhS//LEvBT53FDWShwYZe+A52q75lL+qiyGRZerU0Mx/F70q5y+kCP1Yu3patfqhDT2eVW2b\nPCjRwcfeILKii/p3tbiyKunVaSj1Xaluv+wnqzS604/1pJfFph+LTnllddZZ0zJy42wqQjfZVSvC\nKvzCU4/AEHR/+dL5acxxhPP2GHQys0QKYBdN3M5KLGGAR/6ajcsIrVhSphZWMRMaP3gegZaqBGuu\nEWxrpuH976l0MxYFGt5zCkbVinDW8Px4rFoRVlE2WDbHbnq40q1YcJggyDgzh3tIYvAMHdnNlTem\n3jjE+DNVHaz5wOiWJzGHjy8drOMR6cEYYw8+VelmLAqMPbWD+O7DlW7GiY/FZkUo0zeySM/LIsKP\nhZ2XhMePtUM5LE/8OGVU1SfDy1Gdqj7bNmj/4mUkU8VPA+EhCtehVKekxUJFAelE2jJNl0oZ/OAk\nOPlQDReMq6VSA0S4mTV859S8a4aQZA3oClmSpSIj61cQXLG0cHyLtLjK0RQy3Sxfpzmesaxp7SiK\n9pvNUJVoeacsSjpufN8FGA0t2KmAvmxbcTibj1enkGLXgGLmeql0YjHUlsaCUbXABJpaabjkfEjr\nPzL89P+0hhRm1VCB6Cg256OnSDrOi1LX5S0HZBpU1e6as07DqImQSgS1fWB4UXZ+pkExVoma63SW\nlCpLRC+ry+lQlSHD1Kg6qKykVeo45XYAXpVgncDwfHFZFv0/fHBe2nLcQAgmjQD1lslgoHDjaQI/\nYg0xUZy4fuqNg1UJ1jxh9IFfYg7PHBKjitkjPTTM2ENPVroZiwITz7xKYs/BSjfjuIfnBqpqRVhF\n2WAYdFz5/kq3YsFhPBBgW20d/2vZChLTHpEA8EEOI4oUu9RsXE79u6tWhPOBxsveS6ClqdLNOOER\nbG2h4X3nVboZiwJ1795MZN3ySjfjxMdisyJMpvLUSzEO1oqJO6ZDsdSF2lLLB804yzr8XVhYhm2a\n9P3gIZb9/a9lz+fzeDn8w4t+KrZ5XtaKPiyCdOU5sCxZnK62FnHmVZ1lcnlsiH3UU0+KLuLsoZ4D\n1JPCoI4Ulp2nCGWHoS62LdtPk68fInlsmJbL3cG1LR2l57LwU+WR8lrqvNqJle0bVzfahb8XoJx0\nllSnKHZOq5ohFTG65QmaPnQpRleHvhmlfqh60Ut+ynVzK9nUB4Wlqs91zsfY6yg25wcPZlpGeiDG\n2ENP0vblz2ibWTTb73VfusLlW8+uXbJ6pF1q/87Xe0SuRqL6nOrHn3qN0LJuas84WXudVRaK0Edb\nc5m9qT4VNTsbFZDc6lfiO0Ax4wGwHIrQLG+g6gW/wapiDmEYtH3xskq3YkHi73uWszE+xQUjATqI\n080U7cS5jKMA1GIC/v3SRDcsJ7yyakU4H2i89L0EmqsSrLlGsK2ZhkvP985YxaxRe/ZmjGjVinDO\nYZSX1KtShIsZlsXgzQ9UuhULEpYQ7KqpxUTQRZzXaOZuVvAs7QBcxDGuGOynwUz7Ki/+5kHGn63q\nYM0HRh/+JWasqoM110gPxhh7+IlKN2NRYPK5V0nsPVTpZpz4sBaZH6y0KVOEGudi0nFOsutHtOsh\nZfRyQjdjPV71F+m007O+EmAToPXzH1DGNTPtma015jKum+XhfLNYyxMHpjRTLB8Up2UJvrspytpE\nM+dMjHPGsQlsYJAIbST4+yMH+ZsjB3m+roGtjc3c0dxOwjBQOfAMrVlJcFkPlun+3ZsKxD2Xsudd\nTiBlelVzXk29aI618LBMK1X0X2bLncaLLiBQ3wRpUVybdA5xbc8s3pnl85bifJFBaYsKDKmzDFRx\nRjorZcW5UHMLjRedjzB9tl03FqpO9TNsrv5VVCNT5z7613OqFEv1zXRupqLlZzh7bc07T8OIRrDT\nhtaK0LV+lPeR8qTl5Qwux7AK60jtUPh4J+YYdd1gFWFp6y7BsWiuWhFWUS5YFkM/2lrpVix4vBWp\n4UetHWynhUdZwg9Zw3+zgR+whrtZye6JTn7W1EZiBvFyYvdBJp7bMY+tXrwY/cXjmLGqH6y5Rnoo\nxtgjVSvC+cDkC9tJvF21IpxzLDYJVhVzCMOg9QsfqHQrjh8IQYIACQJMD6QzGQgoL3EQWV/VwZov\nNF5yAYHmqif3uUawtZmGi6tWhPOB2rNOrepgzQfKrIO14DdY5gxO7HLwiLOmv05zWhEjzdbSLT4s\nd1TQiFeLgpdlneZ32Ypw8OatLPl/f1PRDBUF5FGf5jId5LhnpThKnbE+D6eBfmKaTa/7pg0zzEXJ\nJ6mK6pvadYhU3xBNH74A7ZxxXSe1SWEZKPxYjOnoQqfcIhgbX9eWWbxeajtGf/E4zZe9j0BnB34m\nZK5//TyGAY95L6sVuKg5aa6rxrxYhrAIKqRkeDzj6YEYY794krYr9VaEaPrAk54ueRKiXExcp/xY\nWKpQbJ+qhtbPOCvyTD33KqGebmpPc7t60VKfJVoRugtXnfMuRGexKVSW6dp1WEMXKsrQxqpUtc3L\nkXfVirCKssEwaLnig5VuxaJAeN0KQiv8Wx1WUToaL7qAQFNVgjXXCLY203BRVYI1H6hKsOYJlbIi\nFEI0CyFuF0K8LoTYJYQ4VwjRKoR4UAixO5u2ZPMaQojvCyGeEkKckj1XK4S4WQjxqhDiNSHEE0KI\n+rLeTRXFwbIYvmVLpVuxKJDcc4DJF16rdDMWBUYffRxzpKqDNddID8UYe7SqgzUfqOpgzRMqqIP1\nTWCLbdufFkKEgVrgfwEP27Z9rRDiq8BXgb8ELgOeBf4c+EfgK8AfAr22bW8GEEJsxEWsqGGl1HtA\nX5Sd8kLdsQfNqMnrstrycvKocSbnCZ3xliwOVXWTTAuqDHVsQfNnPozth4ad3g4/5kYlU6ZFXFai\n5ZqWZixGxKywFgRAsqpyqL7wylWElizDTgbcVcgWWDItqKGUijLe03nVU/2uKU9bttPuwMxzrFi4\n6pb6xpC9YSjGQL6u9eyLCAWbMcYNvTNVFOe11k35Q2vmGODupkl5ba/n3QdtpTNK9CzDD5SGfDre\nPpMEm1touPB8ieZUNEBjretrXDyho8eyxZbbkq5UTr1YdQoF7Vd7RsaKEFO46TF9pbNvhwwvutDj\nXeqqRxN3UVedqzjHiaxM1eusFr0KVv1cCStCIUQjcAFwXaYRdtK27RjwceCmbLabgE9kjwNkXhcW\n+S5cAuTCgdu2/YZt24nZ3kAVs4BlEbvt/kq3YlEg8dYBJl96tdLNWBSIPfkY6dGqH6y5Rno4xtij\nVT9Y84HJF18hsa8qwZpzlFmC5ZciXAP0AzcIIbYJIf5HCFEHdNm2fRQgm3Zm828FLgTuBv41e+56\n4C+FEE8LIf5BCLHeq9KpqSmGf/IQ6Vgikw4nGMqmw7c+iDkcz6SxOMO3OekDmLEp9+9SGrtNSocS\nUvoA5lDclVpDcUac9PYHsYYSjNz+IPZgnJHbH8AejBO78wGs4UxqD8cZ+enWTPqzrdixbDoyxcjP\ntmKNTBFz0jsfwIrFC9OfPoA5Mj2dInbnVsyRKUbuzFyfSeOM3PkA1kic2O0PZO7r9sz95/537vfW\nBzP3JffDSJJAW1u+/0amGL79gXw6Oi0dmcr078hUNn+8MHXG41b3+dhtD2KOTkvHpojdnk1vexBz\ntPh0+NaHSI/GM+lYnOHbSkhH4pn5NRJn6JaHSQ0nMulQkqEfZ9LBHz9MajDJ0C0PkR5MZNL+JMM/\nfph0f5LYTx7EHEhkUmkeOfMmsWsfNWs2MHJ7dr7ckU3leTE2RezuTDpy9xbssUlG7t6COTHJ8L2Z\nVD7vpNbYFLF7ClM7NkXs7kw6cudWRH/clRp9cUbltDeTBo7GGb0jk47cuRXjmCK9awtG/xQjP82W\nNy2Vy5XLc6VH4ozevpXg4Thj2XT09q0EsmnwyBSjd24heCRzH0ZvJg30ThK7+/5Mek8mHb73foy+\nTNqy6RzGn3oOo3+SoZ/fjxjIpoOTDN2fTRXn7ZFJhrYq0tgkQ1syaeyeLYj+TP+KgcJ05J4tGNmU\nwSlid2XSkZ9thYHMesDQFCN3bYGh7HiNThu34cx1Bak07rF7tmCNT0snJondW5iak5MM3+eR3puf\nZwXljk8y8rMtMDyVSYcyaZAoAoE9mp2vI3FG7tqaT0enlPO1oP2jUj9k79fpn5G7tsBgtt+cdGDa\n/wVppn2q+5gpLWin0/6Z7u+urd7lS8+1Kx2dInaXlI5J///MnaaHRgm1deTXi5+WkKreN3dOW490\nqeL95Cp/Wntd9zXqvi/X++3OBzBjM6dWbIqRO7ZmUmf9lN/jMem9c0t2f3CLe13PpbdKqbOvkNPb\nflHE9skbfjdYQeCdwHds2z4DmCBDByph23batu0rbNs+17btV7PnXiazUfsG0Ao8L4Q4WVcGgGEY\nBDtaEUaAYEcryGl7KwRmSDtaIWAUpu2tCFfaVpgairSt1WfaNi3V5GvXpNr8inbp2q+8T0UqIPnW\nfql/pvWfqt9LSEW2PGccy5p2TktnW84M+abPO+08Uswb2zSZ2rHL/3gXnU6fd5k01DpzGnTSFnca\n8pkGp5VTUG6rRzkz/I6cNrvTcPZ8uLkwjW17ikAkqv3ddb2UFnPfvlO5HwKF/aIdN834lW++qNNQ\nq+a8ol3m6CjJ3r7C9gdEyfPXKT+o6je/qat/y/s8ea7rpaa690E2NcdGSR4+4plvztNZv8dK7Z/p\n7738+lvwvpnN+6G9xeeWyB+E7cOfgRCiG3jGtu1V2f/fS2aDtQ64yLbto0KIJcCjtm1v9FWxEP8B\nvG3b9r9ofre/9rWvccOKmtw5rU6UCj68Mmt1pmzVOY3elVy2St9Apwel455V53WBSnXbYy+9JEdH\nwbZJ7N1PZN2qmeuZJYr13Ftc4ZrjYuBD185WzAmXB2uXt3WpjOycSI+MQjJFqL1NX7cEPw7BlRnk\nMiS9JSOlMF13uXHQnPeALbn/0rVT6CyfFfpT2nbo9MIU/RHvPUy4pR0jPIPVlUpdyEO/qgDKZzV/\naIal6uRnVdITsRwtWLnvZH0zl05XifqGRTwXunnnmj/ZPFY8Tmp0iPDSadaxxT7X0nPkzBWheQ49\n9Qqli81oce3Q1umRuSxqOx5lpPoHMCIRAo0NZaisdHiuReCpT1h0f6l0jWXdT+nY9a5R6WN56l3b\nHLjmq9hlUsbypeRu2/YxIcRBIcRG27bfAC4Fdmb/vgxcm03v0pUhhDgP2Gnb9nBWSX4T8Khn5cn8\nyqRbcN2Nnblf/ChXeodMKMKfizTi2hAHnpNWrdVoa1+EHgU6P5sWsdvvp/vPfqewgV6dUIyfGq2S\nvnfZuWYU6bumZGVwnVKuoq9V/ql0eVJ79pMaGKT5kou1dQfiaqVuQzIFyb18NcYE2vmtylPEpqWg\nThWKVVx2Flyj8FxB0bIfV48N4NCzj9F+7vuItHa6f/C4X8PT5GYGZNttSnu6oG6jpPni8FRcl65T\nPkdFP2eKuouYB4m+EcafeoKlH/2cu05dO33AcDbjuo2Ur/YJd4p7jhXVJvm7SX5bGh5jIZ+XywiX\n9hE7+eIrhJcsofYdp0xrX5k3eh7ws3fWGuWoPqhcF2rOKz5eXX4C0x5K9TOVPR0V9IP1+8DN2c3R\nXuBqMvvJW4UQ1wAHgBk8zrEW+I4QQmSvuw+4o6RWV+EPXk+DYdD8yQ/PT1sWOSKrVhFe2lPpZiwK\ntJ11IaH6pko3oyiUQ5g73wg1NdP6rvdWuhmLAnWnn171gzUfMCrkB8u27Zdt2z7Ltu1Tbdv+hG3b\nw7ZtD9q2falt2+uz6dAM138/e+1m27ZPsW37L2w//GQVcwfLIvbTn1e6FYsCiX37mNi+Pfd/i5Wi\nyZqNyKQKHQZf+P/bu/MoOa760OPfX/U2m0YzGo0Wa7EkW95XDGbHCw4xYOw4AeJAEoc4C2AcIAkx\nxO9lz3uHRx6EJXlJDpDnEALhhQQ7djiYONjGxrKNbRkvsi3JlmTtGmlGmqX3+r0/qnq6eqZrumdU\nUz3L73NOn66u5fat29XVt3/33qr7KY7YKMLZVjw+xLHHftjqbCwKo1u3kt+9p9XZWPgW270IpU7b\n/6R1GrWdN2oqARLZyf0AQvPURFOT1rk1XU2kM904ZulW+lyERUCdRuHh6jVTapohK8eQJui99p0h\nIVaZIt1mVUL1OnFO3VfjptW+Vz+5mhS03szG2ajXXl/Ttyj4XQz2I3Fr13FUOW/1Cs5Ppbji8Auk\nRXmp3MHzbhcP5Kp9skLTrteVIPDXaNp9Iept10TYvl5TSE1refCYb+avk78PGtKkULOPgea2evkO\nrrv84svItC/1mlnDvvtMnj/dKFK98gg27c7032NYi1joSjPs29Lo83cC58GaJrbKcqeH5AVvJpGd\nkKewc2zwojwNzpVBoc2dYcdmZXHgO+QG3yPsGAtr2qr33iEa70uwY1v9fARV+gUuPf0inEwbyRNS\n01ewJr2QLijjaQV+7WuO05rvWaDpMzX590WT1Xk1/fKC57zAuTA9zKR1Qi/HFTjewvqBVvLqBvo3\nBj/b4tKQ38Sabgg6efn4sdvgA5ymaONhZm5pdEJwXQbvuDuWrCxGCVXeWzzIA9lHef+Ohzi0/VlS\nonw+t4G/KZzKfaW+xomYaTv6+P0Uhy2CNduKJ4Y4+qRFsOIw/MxT5PZaBOukNfoXtdgiWGYWOQ69\n172z1blYcC4rHWO5FripsI8jpLkjuYInNy5nd1cnt2ZXtzp7C17fJZeRWjK/+mDNR6nuHvouXnh9\nsByUKxID9EmRO0oryREe1RCUjTLGS9o5q3lact6FOJm2WX0PQ+R9sOZ8BatzT3WHg6FRpzD1ds00\nt8z4dg1NtGxVpt2Qodo13W/Cwt6VUWUhI1nUqR8elGhq9gAAIABJREFUDg5brYR5a5odAqMIB++4\nm9Ufu3nirlSTDRnN09QgwvFyj2B4S8jIq7pNn1D382zYBDCBkw+M6vPD4TW3bAmmXYZ+8ryRQX6T\nV9iI124ykktyYLSD+7YdYPT4Hladv6o2FN5E83VNG5rUaboNTJdT9eeHjVyrvl/jL4DWGZUlwWaO\nmlv9hCVSZ1bIpR7C1Cuz4LwDj9zPyouvItWzIrSpIfg9SuQnZ2q6za4zvXVNpRxrmuCcyeUMteVU\nrtPfOfgRB986EdbVLzj63V8nmVc6pcS6VBZFGCinGSynKGQm//CUjg0x+PQPWX+ZN4qwUgbB8pSw\nY6LOMQ3V/S3XNAHVb1YLCn6n6h1DyWl89zO4/OXqbQDcnNrN/8ut5qibHt+vCzMn2JQc4/6xPnKu\nwy19u/ja0Bq+OLhpQqYmv58mvErZcqfA6mSeXqfAw7ll5FL1K3GVbU88+RRtfatp33hu3fVgittJ\nVX5GysF1vX1JoJDX8ZVqzgPByUrTXLLxFzRRrH7oNSOg3clNc8GuMrXdAwLzg8e9v37YyGMdaDS6\nU6rzg7/H/vlA3daNIjTzTMPr5jgOvddaBOtkJdXlV9jHJ3h50rJL2k5wSdsJ1p2+hM8fvaAFuVt8\n+s+/jFSnRbCalaHMrUt3siExxqnJLH0TamQFFR7N9/BfueX8e3YVZf/XKt3VQ/95cyuClcRlfTLL\nGckRNibHOOqmebnUwe5iB4fdNMGOYv1OgVMSOQo4jLhJht0k/Yk813UcHE9vmVPkNzvqN82dkRkd\nn/6lnn1c2XmU5wtdbMt38Xy+i+eLXZwIRAUSKGemRvhS/9MsCXRw21fK8OXRU3mq2M0r5fbx8g3q\nOf1CnLQXweqVAllNkCNBrxTodYoccjNc0XaUc1LDbMn38ki+l6Jfg7godZybu3ax0smTFpe0uGRw\nSYlLUiDnOuwvtrG/mGFfsc2fbmN/wXvORdwvqZUa/oGTRRbBMrPIdRm8c+oIlgmXVpfzGOZj7i5e\ny9R9fgpHXmZwzzFWnX9lTLlbvI487UWwEj0rGq+8iCT8W7S7CBnKfKDjFU5NZNlaXMrm5Cjn1/RI\nrkqL8qa2QTanRjnsZnix2MmAm6YwMsSRZ6oRrFbpd/Kc4uRYncxzWnKUX+zaS6ZOSHHMddhd6iAh\nyrpElnYn2v42a1I51qRyvLVzYHze/mKGbYUuOhyX8zMn6HImR0jWJPP84dIXAcir8HKpgx2lTg6U\n20iKS1qUu559jE39vbxvdT/nJkc45qZwgeV+iKisUAn0va9jP6NugofyywDlbe0Dk94zqM1x2ZQZ\nY1NmrO7yo6XUeMVrX7mN7kSJZYkCW8aWcaicZlNqjDuGVzGqC6A6EX5xyRlp6krurVC5kvt3t1ev\nXBta+2xq2M3U2zUaIdXUgLc6Ic6aZsHg6I+wEGed0TrBZsagaV0YsU5Tn6oyengXHWs3NpdE2AUh\ng01UgaYLt873LfTPULC5ol6UNmQ0UujIk3qjokKa98I+w3ppTyzzW/pf4ibdWz/hgA8/t44to120\ndfWFjhgK5r8Swp84XVnHDSnHYAg/GH4PNrNUPoPg5zNx5GN15cD8BqMZo7i4ZTMj+coNrrieHdhH\npns5iVSmqSa9StNP2Ojh0KatsHXG1w3JYIPzRFiTqQY/wzrlXrud3+SDsqGcZXN6hCu7BnhLx1Fe\ncdvZ47ZzipPjrGQ1CjMdg+UUu7Pw8tAYG1f0UVCHggpFdSiUHYoqFNRBR6HoetN5J0HB9dY5TpJ7\njvd7OayzX7XnmmAhVA+aFU6Bt3Uf4SP9u2a0D/PJjmMjLEknWdk19/ph3T28gjuGV/FUvhtFaD8S\nONEGP9sGIzPdsOM7ML9eE2EzzfmV5smG189W5ZFvfiLeK7mbBUpdDt1/Fxvff0urczJvDWgPLnun\nHI772PBSfrBniLHsS6w564rY8rZYHXr2AVZfeBWJpf2tzkoEqv1jGumQEptTo94jPcoZqVFOT45O\nitSc7oxxOvWjFc3qTRTZP3aCu5/YyZevvTh8xe7wRStSBf5xYK3/SkkApSn3VfmFnn1c0TXAxvQY\nSxLR9peZy7717D7OX9HNu86ce4Nk3rnkMO9ccpgTpHiepTyVrN7eDkfIlhPcN9THslSBdW1Z1mVy\nHCqkuXewn8Jcu5BBxBEsq2AtZuKw8rJrWp2LOU65LbOD9ZJlSFN8rryJI64XpkvhcikDU54iygpf\nPLCRJcvKtMvaKdY0UVl57ltIdUzxyz5HLU0U2ZwZ5YyOETZnRtmcGWVFMs/j2aU8OLqMh3J9HA32\n/vYrX1d1HOHmnl2sTeVize/6pe381ms3NV4xxIdW7ebG/ldIOUpKlJzrcNfxlXxjcA37ytVITUbK\nnJkZ4Zolh7h26aEosj7vvPfcNSxJz+2f626KXMoAl66bvOy31k/un/rBNbu5d7CfV/JtHCi0sb/U\nxoFChnwr+3wttj5YmWPBKwyGrBR2X6g624WOVKgzikdDL04XbHqpv04lPhl8v5oL7YWYTlNDWLiz\n2YvkqVtm9/fv4uy3fyT0fZp6j2ATYXrqcH9NM0ZYk2OdEaDBUaP1mswm5a/B51mvmW61k+Oc5DBP\nFJYypGk+0v4yG5JjnOOMsCrpfXhv7j7G1w6t5d39B1iRbjCUFSi4DmMDkN23k7HyEN0bL0OT9Y+7\nmv0OaSJ0SpU2wpBRWIG0y23VHQ4ep5WQe+jNmWuaC+sfANVmqeC+hH2f6iZR/5gM+Z4F85GoM0IK\noMspcVHbcR544buUz3oXPT3LOFFOjq8kdZoM/HfilFQeTUDWTZB1ExRUxrfLJMtc2jnIm7qOMeom\nuH+4j55Eid5kkTanzDPZbrYXO7mo/QSOKPtKbewrtpEPGd6vCeWUZI4z0qOcmRoZf16Rqn88XdZ1\njMu6jgE7eC7XxeO5HvYOZXjo+DLWZHL80foXyUTcn6gZe45n+cIjL00dwWqgI1HNd5vj8u7eA2S0\nzAtjXZzVPsJZHSNsaBujicFrC9pcjmDNVG+qxLtXHJg0/2gxxcFihjuOreI/hlbQsa/6w+mmvZOJ\nm6yeVMJG4LrBka9+03IiN/X3JOpRhHO+D9Z/PRIIN86rCtYU+ZlCrBUsVUaO7GLJio2h77OYKlht\nlHljepCr2w6TRLm87Wj9xKntVNrIPQf7+JOnllNMK+0dfVbBGk88PF3w/kyuS2XJiEtSXRKiJFAc\nh/Hp9oTXefiS9uOckR7BEdh6cIgVS3s4pd3r2Hyw1MbBYoaDpQxLEyVOS4/SnyhwqOTNW5/KsjZd\nG/0pabWy1ZMoknamf54cKKXYV2r3OgeX2ljilDgj7UWn6nV2nomCKzPKWxSG80VeHhrjgpU2YnO2\nzeU+WLNpD53cu2Mpo+UEY6UEIyQZKycYIcWYP++Em6Tgn2ROuoKlygP3fMr6YJkIqMvex++uRrAW\nsQ4psTaRQ1AeKfQw7CanrGA1W7kCeNuqo3zh8WNsG8yzbuNlEeR2Yep2ipzbPsz57cOc13aCc9pG\n6JxBReRzW3Zy25vPhHZv9Nam9Bib0pP7HG1KhI+cSgosSZRPqp/P8mSR5ckiF7admHEajbSqcgXR\nRLBMcxZiBKsZ6xnlA6dPPRCj6ApPnujmocFeHjq+jCOFDOEjTBpYbH2wktkmTnA1ESr/hVNn3qR1\nw9Kb/A+/5t92WMSsXtoyjXUnqD+arokDp17+Q5LadOY7yBz3DqpgtKISxQhGUoLvHRY5ajxCSkiL\nS386z4p0gb5UgZKK92/ETTBQTHMwX/2XJmWd/H5hFykMRG9Kmcmj6dyQyJEKFEiwiw7WZHJc3HWC\nV3cMhezgzPy3S5Tfe/wMUsNFyplAZCkVPDbrN4mNR60Ap+B/VoXqwSHlwIESKKdUMLoUCKm7ae/9\nNVGdV84EQ+4h35dEnfkhzW6hx0fIiME3dR/lTzc8H0lT0Mdfdxprliyuf/qtcLJ9sEzz5kMfrFZJ\nOcqlPce5tOc4H2cXL4x2sjfXxlOHOvnuPm+gS+X81/g3Mdo/LPaJLWbqsuu5/+CCN394Vt/mku4h\nrl9xkBXpAivSeXpTIddL8G0f6+C+oeVsOd7DsXyKkVJy/KJ5AMtTBXpSRXZn2ylOcRuLqVzRMUCX\nU+JAqY39Za+pqIzDg9k+ns53sz6VZRNj3LLyZboTU+e3GfsH99NTGCCbufqk05pvUuKyPFmgP1Vg\neTJPf8qb7k8WWJ4q0J/KszKdn1ZUcCqVCNYZfV3RJGjqsghWfBZrBGsm1nXmeKhzNd97YvoDXZRF\nFsEyM9Hk0G5x2HDOO2Y9NylRXtN9nLZEcwfv5o4xNnfs4ddPqV5BOe8Kw6Uk2XKCNW05HIGSK+zO\ntfPSWAc7xjrYme9k51gnx0op6u3/OZlhzkyP8FSum3WpLO1S5rzMMNcvOUhZ4XA5w4Fixqt0ldo4\nnM3wxOhSLu8Obyps1rlrV1Des/Gk05lPLu4c4kOrdnNOx0is72sRrHhYBCs+FsFq3qP084p04c7g\nFm0S8WUj5vwnlhwOXlWycYGNNwfWXOCsfpNH7YaBVSphwmk0x0Ftk0u9ezZpKrg80CQTvDhkTUds\nqZPnqcugwynxFxueY2Uqz/ZcJ9uznezIdrK/0EZvssiKdB4HGCknOFF0+OeH7uS8K3+NkXKSkXLC\n7ywoqN9+k3SU3lSRwWKKcqBdrdJ0B1N0NPezumWolxufvpDfWLeHN/QM0t5kRSso4yiZdBGoXukz\n6SindYxxWscYPxVYd7CYZOdIBy+NdrBztINDpQzXrzzEZX3HxtcZKiYpiEOvf1uQhMDqZJ7VyTzg\n95npnXY26yrg8Nm9SbbvfZ4Nq5cjgc9bEtUPXJvpT+M3wzmFalRNsoERAMVAtC3YnyDwPom0d6XO\ncqDDrDrV4f/lYPNqoAmztonVm06KS1+ywJFSBtf/wDdlRvlw/y7e0D3YeH9mgUWw4mERrPhYBKs+\nBX7AKoZJkSdBHoe9eDfe1joh8ZrBPMHfsLJ3rnTV7kW4qAhKb7JIRlwyjjv+nK68Hp8ukxblp3qO\njEcMVqYLvGmKHzlV5b3v2sAb1j05Pq/gCqN+ZSvrJljflqXNcXEVBkspBoppBoppDufS3HO0n+dG\nl4SmH3SwkOGuIys5u3OE9mauV3ESelMlXt17glf3hncu7mnQTBkVBb7NqSxZ57CiN573jIOgfGXj\nVja3jZIQGC0neDa7hBPlJFd0D0TW3DcTFsGKh0Ww4mMRrFqjJPgOpzJEmgGJ7ru+6CJYzvHAKJ+w\niFLg33mlA7oG7k4eOh2IONVEl+p0UK9Rr1P9xHz7HZNrOgy7k5cDaNlbpztZZGNmjA09OU5rH2VT\n2xgb28ZqrhUTpbIqt/7nc/zwA9UbtqYdJe0U6U3V3hPGEehLFelLFTmTUVgK1688xBMnuvn6vjUM\nlVK8dukQr+kZIuO4HC8mOV5OcaKU5Hgx6T2XUryU7eCUttmtYM0lA2NJRneO8uLz+zl2PEtn/xtJ\njlaPYx0LRKKCx7db/cwlGK3K+9O5QBkWAhGscvAgCxx7TuDE4d/PKKz3mlMMdMIPdMgvdVSn23Il\n9o20cVa7N8KnM1Hm0q5oBwbMlEWw4mERrPhYBAsGyPAjVvAsPTx4p+IiuCqUl1SrMaXOwH20OquT\nwWhVIu9FqZx88Lzq/d65i20U4fyjnL1khDPbR1nVnuOUjgKr23JkHJe8myDvCnnX8e7d5TrkXYcl\nyRKbOsboz0zn5oInLyHCp68656TSeFX3CV7VPXvD0Oe7/o4Sv3b+Yd65ocSJQgJ1tvPcYBfbhjrY\nNtjJ4XymcSJzhvKuvkP8zPKDbGjLkmrhJQKmYhGseFgEKz4WwYL7WUUeh35yLG93OF5Iki1NL+JU\nqVyFkRn025rK4v7EIqW8tneI96/bz3lL4+3UO1P1Ilhmdjy89xg7j43yiTd2cFZvdnz+kWyK54Y6\neW6wk22DHew83k4p9MqcreD1wdvYkWV9T45NbWOsSufnbOUKLIIVF4tgxWexR7CGSfKMVDvFHhyb\nnVYdnen1s0LM/QrWcKCyEmhC0cC1f4IdhUl6uyTpaqhQ0tUOvNpWne+2B8KJwc7qKYfeVJEN3VnG\nygmyZcd7zjtky4nxzrwAZITLlx3lfafs4/TOk7uBatyiiGCZ5rx+7TIuWjX5itf97UUuax/istVe\n81qhBC8ecHhlAEZzMJIXjg0r9z8njOWn9+8q+L2QTDVS5pT8706p+h1KlF260mVOXZpnw5I861Yr\nGzqzbOjKsTSm/mpRsQhWPCyCFZ/FHsEq4bBECwyL91uubdWy6EkVSTpKtuQwlpfx0YOlwJ0sKj/v\n5bYEiax/Pgt2wxjzulw4i+U6WCs702S0NSd2B+VDp+3mrSuP1V2eKzvjla50wqU/HW/TXlQsghWf\nagRr85TrpZNw3jqX8ybcMPU3fwr+/XHh4Rcc8kXIFb3KWL7oPQol0BmEt7vSLleePsrbzz7Ihp7G\n91acDyyCFQ+LYMVnsUeweilwC9t4TJfzICuBStBEuWbNEX5l0/7xdcd/n92EFxhxE2RLXnAkW/CW\nZcsJcmPqTZcS5LqLZIsOo0X43kvR5XvO3ovw0O++XVd2tXF01GH3YJI9x5IcGk5QLAslF4pFpex6\nl8kvq0PRFUplKEvSm3aSlFzxphNpSq54r9Op8elUV4J1nXnWd+ZY211gXUeOdZ1Z1nTkW3oLirio\nKg/vPcYb1vW1OisL3oHhHNlSmU29nY1XnqF8EfIlKBQr00Ler4QV3IQ/LRRIUigJ3Z3wxg1ZMsmF\ndaxvPTjE5mVddC7if/xxsHsRxmex3ouwnjwOe09kWJou0Z0uRfpbrao4f3LHwr8X4aP7BnnXmavp\n63Tp6yzwqrUL49/1XGIRrPg0G8E6GZmU92D8/ujBE08wGjw/I67NsghWPCyCFZ/FHsEKyuByWne2\n8YozUF4sTYSXronoKo8mlPXBik9YHywTPeuDFQ/rgxWfxd4HKy6JJi5mPh1zabhSjUf3teYq0ItJ\nJYJlZt/De4/x7ef2N17RnLTPbdnJvuFcq7Ox4FUiWGb2fevZffabGAOLYJnIWAQrPhbBio9FsOJh\nEaz4WAQrHhbBMpGxCFZ8LIIVH4tgxcMiWPGxCFY8LIJlImMRrPhYBCs+FsGKh0Ww4mMRrHhYBMtE\nxiJY8bEIVnwsghUPi2DFxyJY8bAIlomMRbDiYxGs+FgEKx4WwYqPRbDiYREsExmLYMXHIljxsQhW\nPCyCFR+LYMXDIlgmMhbBio9FsOJjEax4WAQrPhbBiodFsExkLIIVH4tgxcciWPGwCFZ8LIIVD4tg\nmchYBCs+FsGKj0Ww4mERrPhYBCseFsEykbEIVnwsghUfi2DFwyJY8bEIVjyijmA1XcESkY+KyDMi\n8qyIfMyft0xEvi8i2/3nXn++IyL/ICI/EpFz/XkdIvJ1EXnaT+dBEQm9G6tFsGafRbDi8/q1y/i5\nc05pdTYWBYtgxcMiWPF577lr7DcxBi2JYInIecCvA5cCFwLXiMhm4JPAvaq6GbjXfw3wNuAR4Hrg\nd/x5HwUOqer5qnoecBNQDHtPq63PPotgxcciWPGxCFY8LIIVH4tgxaNVfbDOBrao6hiAiNyPV3m6\nDrjcX+d24D7gViABuP6jUiVcDeyuJKiqL0z1hlZbn30WwYqP9cGKj0Ww4mERrPhYH6x4tKoP1jPA\nW0SkT0Q6gHcA64CVqnoAwH9e4a//PeAy4E7gs/68rwK3isjDIvJnfgQs1Fef3E2uVOb+XQP2PEvP\no8USH7zrqZbnYzE8f/mJXXzzmb0tz8dieP6LH+3g37YdaHk+Fvrz9mOjfOre51qej8Xw/OkHt/Pg\nnqMtz8dCf/6vlwemV4NqQLTJkJiI3ATcDIwAzwFZ4AOq2hNYZ1BVQ0NPfp+rtwFXAe8DXq+q20LW\njTZWZ4wxxhjTgKpGEspquoJVs5HI/wD24vWrulxVD4jIauA+VT2zyTS+BLysqv972hkwxhhjjJnD\npjOKcIX/vB74WeAbeE2AN/qr3AjcMcX2bwyMMkwD5xDok2WMMcYYs1BMp4nwh0Af3si/31bVe0Wk\nD/gWsB7YA7xHVY+FbP/LwO/idXp3gLuBW3UmITRjjDHGmDlsRk2ExhhjjDEm3Jy9krsxxhhjzHwV\newVLRF4UEVdEcoF5Py8iwyKSFZFREfkVf76IyFYRKfjL3hfY5jsiMiYifxn3Psw1IvJVETksIs8E\n5n1GRJ4XkZ+IyL+JSHC056dEZIeIvCAiPx2Yf4OIPBG4Uv9Hg+UrIn8rIv8ZeH2LiHxh9vdwbhKR\nHhH5F7+ct4nI66d5d4MnReQifzrpH/u/GEj/cRF5VWv2bn4Rkav943mHiHzSn3euf1mY20XE/kxO\nQwTH9uUictw/f1ceV7V2r+aG2Tpf+/N2iXe3lEqZL9rzc1DL6h2qGusD+AjeJRpygXkDwH/3p/8A\nGApMH8Hrt3UTMOLPXwnsAjLAgbj3Ya49gLcArwKeCcx7G5D0pz8NfNqfPgd4yi+7jcBOIOEv+w7e\nRWK/CXQBrwEeDaT5CPBYYP1vAD/f6v1vYbnfDvyaP50GeoD/BXzSn/fJQLlfjXeZk5XAV/15fwV8\n2J++BHgC+Gv/dScwWClre0z5OST843iT/zk85R/nXwH6gVuAq1udz/n0iODYvhy4q9X7MRcfs3W+\n9uftApa3eh/n2oMW1Tti/1enql/C6xA/UZ//3A8M+dM3AN9Uz1eAtIhcSDXy5s5qZucJVX0AODZh\n3j2qWvJfbgHW+tPX4ZVpXlVfBnbg3QIJqlfdV3/6SeAMEWkXkaXAGLAVON9f7w3Aj2Zhl+Y8EenG\nO1F+BUBVC6o6hFe+t/ur3Q78jD9d7+4GD+GVIf7z3wAX+a8vBZ5Q1fIs7sZCcSmwQ1VfUtUC3g/O\ndXhlrtSWuWkgomPbhJjF87UJ0ap6x1wJm98IfERESsCH8Wqa4O188GZ5I8AF6l01/nngOPDtODM6\nT/0q8F1/eg3wSmDZXn8ewL8CPwZ+rKrD/hd+K14k63V4EawtwBtE5BS8QRLBtBaTTXj/cv7eb+r7\nsoh0Mr27G/yI2grWA0BeRJb4rx+KZU/mv7Bj+vN4o5VfD9zTgnzNV1Ec2wBvntBEeFqM+zCfzeh8\nHVjnB4Ey//is53b+mvV6x1y5udGfA59T1U+IyOeAf8fbyXq1chdAVa+OMX/zlojcBpSAr1dm1VlN\nAVT1dqr/UCsqUZZ24GFgO/D7eCfgRRm98iXxwvy3qOojIvJ5qjc7n8SvrN4wYd4uEUmLyCrgLOAF\nvCbY1+KV+RdnK/MLTN1jWlWfxCtLMz0nfWz7fqiq18xSHhekCM7XAFeoarT3fFmYZr3eMVciWBcC\nv+dP/zawzJ8ewGuDrujCuy+iaYKI3AhcA7xf/UZkvH9A6wKrrQX2T5FMJcryerwK1ja8z2SxR1j2\nAntV9RH/9b/g/SgdEu+uBvjPhxuk8zDwbrw2fcWLEL4Rrxlgy2xkfAGa7jFtphbVsW2mIaLztWne\nrNc75koFq4B32x2A38Hr6wPeRUxv8Hv13wQUVPWpVmRwvhGRq4FbgWtVdSyw6E68Ms2IyEZgM/Do\nFEn9CK95sF9VD/tf/CN4fQMWbQRLVQ8Cr4hI5dZQb8ULKzd9dwPfQ8DH8Spa+M+/DBz0+72Yxh4D\nNovIRvHuEnED3udgZiDCY9s0KcLztWne7Nc7WtCbfzdQxgtzloC/Bz4EjOLdQHoErwYPXqjuabyr\nx+eAX4o7v/PhgTea74BfTnvxRj7swGu73+o//iaw/m14o1FeAN7eRPrPAv8YeP1H/ueUbPW+t7jc\nL8LrA/ETvBE9vXgh5nvxmlLvBZY1SOM1/nfhqsC8XcDftnr/5tMDeAfwon9c39bq/Mz3x8ke23ij\nCI8Hzj9bgXe3er/mwmM2z9f+uePpQDr/0Or9nQuPVtU77EruxhhjjDERmytNhMYYY4wxC4ZVsIwx\nxhhjImYVLGOMMcaYiFkFyxhjjDEmYlbBMsYYY4yJmFWwjDHGGGMiZhUsY4wxxpiIWQXLGGOMMSZi\nVsEyxhhjjImYVbCMMcYYYyJmFSxjjDHGmIhZBcsYY4wxJmJWwTLGGGOMiZhVsIwxxhhjImYVLGOM\nMcaYiFkFyxhjjDEmYlbBMsYYY4yJmFWwjDHGGGMiZhUsY4wxxpiIWQXLGGOMMSZiVsEyxhhjjImY\nVbCMMcYYYyJmFSxjjDHGmIhZBcsYY4wxJmJWwTLGGGOMiZhVsIwxxhhjIpZsdQbCLJdVWqAweYGI\n9zRp/qSJ0G0nz2+wrYS+mGK2NMxOc+vQ5L7Vn63NvkcTaTWTX22YxnTer7JcatOeURr1Z9dNs9m8\nN1MOEaYZ+h5RlvUU64WW/3Tef5rb6Gzs27S20emnfVLrhpTydL7GMvHllN8cb53QhLX++06Zn9r3\nCz/tTs5X2Klu4roTk6w9RTdat5n81d/vRttOuU9haU6Z3ybzMXH9OvskM0yr7jaheQ45XqZ8/7DX\nddYfP+5qt2qc5uQcyYSpyuvHf5L/nqpePWmDGZizFawCBV4rbwXxgmziVEq2/mvGX/uF5Tg1r711\nJszzt5GQNKrrBQJ9E5dNSKs6PyTNJrbV8fkh609j3dDlwWVSu0wnrKsTlgeP1YnpT0xz4rbV19U0\nKvs/cVmjbWt+fMPWcUK2mbh+3XWafR38XOqvM+20m9m20XozyE8kaTCDfZmUtk47jSm3Dd2XCRWo\nkLRqj/n6y6RRmsEfsvFtJqYxdZrBHzZpkEb1UNcJz9VsOJOW1a4zcblD/eU160zcZtK2E+YH0pg4\nr7LNpPkh69Uucxuk5S1P1E2jdtsE9dOsbls739tm4rpuzfuMv67kY8J71Js3KU3c2rQmpB3MW2LC\nNhPTnLgviZp81E9/PH8Ttkkw+bMdf58JyyrhonY7AAAG3UlEQVSvq/Mn7DtVifFlUrMsIZXXMmG5\nTFheTa26zKlZlli9fTkRsSZCY4wxxpiIWQXLGGOMMSZiVsEyxhhjjImYVbCMMcYYYyJmFSxjjDHG\nmIhZBcsYY4wxJmJWwTLGGGOMiZhVsIwxxhhjImYVLGOMMcaYiFkFyxhjjDEmYlbBMsYYY4yJmFWw\njDHGGGMiJqqN77TeCiLyDJBrdT4WgeXAQKszsUhYWcfHyjoeVs7xsbKOR5uqnhdFQskoEpklOVV9\ndaszsdCJyI+tnONhZR0fK+t4WDnHx8o6HiLy46jSsiZCY4wxxpiIWQXLGGOMMSZic7mC9XetzsAi\nYeUcHyvr+FhZx8PKOT5W1vGIrJznbCd3Y4wxxpj5ai5HsIwxxhhj5qU5V8ESkT8VkZ+IyFYRuUdE\nTvHni4h8QUR2+Mtf1eq8zmci8hkRed4vy38TkZ7Ask/55fyCiPx0K/O5EIjIe0TkWRFxReTVE5ZZ\nWUdIRK72y3KHiHyy1flZSETkqyJy2L+ETmXeMhH5vohs9597W5nHhUBE1onID0Rkm3/e+Kg/38o6\nYiLSJiKPishTfln/sT9/o4g84pf1P4tIeibpz7kKFvAZVb1AVS8C7gL+wJ//dmCz//gN4P+0KH8L\nxfeB81T1AuBF4FMAInIOcANwLnA18NcikmhZLheGZ4CfBR4IzrSyjpZfdn+Fd644B/gFv4xNNP4v\n3nEa9EngXlXdDNzrvzYnpwT8jqqeDbwOuNk/jq2so5cHrlTVC4GLgKtF5HXAp4HP+WU9CNw0k8Tn\nXAVLVU8EXnYClU5i1wH/oJ4tQI+IrI49gwuEqt6jqiX/5RZgrT99HfBNVc2r6svADuDSVuRxoVDV\nbar6Qp1FVtbRuhTYoaovqWoB+CZeGZsIqOoDwLEJs68Dbvenbwd+JtZMLUCqekBVn/Cnh4FtwBqs\nrCPn1ydG/Jcp/6HAlcC/+PNnXNZzroIFICJ/LiKvAO+nGsFaA7wSWG2vP8+cvF8FvutPWznHx8o6\nWlae8VupqgfAqxgAK1qcnwVFRDYAFwOPYGU9K0QkISJbgcN4LTs7gaFAAGLG55GWVLBE5D9F5Jk6\nj+sAVPU2VV0HfB34SGWzOknZEMgpNCpnf53b8ELSX6/MqpOUlXMDzZR1vc3qzLOynjkrT7NgiEgX\n8G3gYxNadkyEVLXsd0laixcFP7veajNJuyW3ylHVq5pc9Z+Au4E/xKtFrgssWwvsjzhrC0qjchaR\nG4FrgLdq9XodVs4zMI1jOsjKOlpWnvE7JCKrVfWA32XjcKsztBCISAqvcvV1Vf1Xf7aV9SxS1SER\nuQ+v31uPiCT9KNaMzyNzrolQRDYHXl4LPO9P3wn8sj+a8HXA8Uq41EyfiFwN3Apcq6pjgUV3AjeI\nSEZENuINKni0FXlcBKyso/UYsNkfAZTGG0BwZ4vztNDdCdzoT98I3NHCvCwIIiLAV4BtqvrZwCIr\n64iJSH9lBL2ItANX4fV5+wHwbn+1GZf1nLvQqIh8GzgTcIHdwAdVdZ9/0H0JbxTLGPABVY3spoyL\njYjsADLAUX/WFlX9oL/sNrx+WSW88PR366dimiEi1wNfBPqBIWCrqv60v8zKOkIi8g7gL4EE8FVV\n/fMWZ2nBEJFvAJcDy4FDeC0L3wG+BawH9gDvUdWJHeHNNIjIm4AfAk/j/Q4C/D5ePywr6wiJyAV4\nndgTeAGnb6nqn4jIJrxBMsuAJ4FfVNX8tNOfaxUsY4wxxpj5bs41ERpjjDHGzHdWwTLGGGOMiZhV\nsIwxxhhjImYVLGOMMcaYiFkFyxhjjDEmYlbBMsYYY4yJmFWwjDHGGGMiZhUsY8y8ISIbRCTr35wV\nEWkXkc+KyF+JyJ8F1nuPiDwiIj8RkR0i8of+ultFpCAiy1u3F8aYxcAqWMaY+Wanf3NWgFuAf1LV\nm4GzYPwem7cCP6eqFwAXAWOqmvW3s/sTGmNmnVWwjDHz2bnA0/69B8dEpBv4LPBeVd0LoKojqvqZ\nVmbSGLP4JFudAWOMOQnfAv4O7/6k/xO4HnhEVV9qaa6MMYueVbCMMfOWqt4N3F15LSIfALa2LkfG\nGOOxJkJjzEIyip3XjDFzgJ2IjDELyX8A7xGRlQAikhGRX29xnowxi5A1ERpjFgxVfUxE/gj4nogk\n8M5x/9jaXBljFiOrYBljFhRV/RrwtVbnwxizuFkToTFmPikDSysXGp2OyoVGgRTgRp4zY4wJEFVt\ndR6MMcYYYxYUi2AZY4wxxkTMKljGGGOMMRGzCpYxxhhjTMSsgmWMMcYYEzGrYBljjDHGRMwqWMYY\nY4wxEbMKljHGGGNMxKyCZYwxxhgTsf8PUGMUSmToePUAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "m = Basemap(projection='cyl', lon_0=0)\n", "m.fillcontinents(color='coral',lake_color='aqua')\n", "m.drawmapboundary(fill_color='Gray', zorder=0)\n", "m.drawparallels(np.arange(-90.,99.,30.), labels=[1,0,0,0])\n", "m.drawmeridians(np.arange(-180.,180.,60.), labels=[0,0,0,1])\n", "\n", "h = m.pcolormesh(lons, lats, masked_sst_y1, shading='flat',latlon=True, vmin=-30.0, vmax=30.0)\n", "m.colorbar(h, location='bottom', pad=\"15%\", label='[$^oC$]')\n", "\n", "plt.title('Yearly SST Climatology in 1948')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 5.3 Robinson Projection" ] }, { "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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sZeaEy8jJGsmqzQ/T3dcvWiYX5VHT42fqrOtwu4swBxWUaIh3V97Ge5cv4J8b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Imd8dXhAO4Z13ws4fK4pQCxelrQLIKcmM+www4LHnPDc6LZZRShtPe4AWMVqzW15R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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "m = Basemap(projection='robin', lon_0=0)\n", "m.drawcoastlines()\n", "m.fillcontinents(color='coral',lake_color='aqua')\n", "# draw parallels and meridians.\n", "m.drawparallels(np.arange(-90.,120.,30.))\n", "m.drawmeridians(np.arange(0.,360.,60.))\n", "m.drawmapboundary(fill_color='aqua')\n", "\n", "h = m.pcolormesh(lons, lats, masked_sst_y1, shading='flat',latlon=True, vmin=-30.0, vmax=30.0)\n", "m.colorbar(h, location='bottom', pad=\"15%\", label='[$^oC$]')\n", "\n", "plt.title('Yearly SST Climatology in 1948')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 5.4 Full Disk Orthographic Projection" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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v/3uhgK8+9EdV3gy6EEc8NC5atSkotrN3v4VFPxj4dK4fOt35DRivT7SqY5R2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OFBLgJZTmf7tJ/fJsjBQR4eTqnusiltHVoVsiAyYKAKm03i9jmBLJhvRhRh1mz3L0VbhhZAeIyS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\nUfFhGEyexHMgpeUp17GK2Btp+V7fjKvBjkOGYermQ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/Vt32ovLpPQMRo8Kz81WQVZD6zE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\noQg5lLgUCkXIocSlUChCjv8HRN917B+cWTAAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "m = Basemap(projection='ortho',lon_0=-105,lat_0=40l)\n", "m.fillcontinents(color='coral',lake_color='aqua')\n", "m.drawcoastlines()\n", "# draw parallels and meridians.\n", "m.drawparallels(np.arange(-90.,120.,30.))\n", "m.drawmeridians(np.arange(0.,420.,60.))\n", "m.drawmapboundary(fill_color='aqua')\n", "\n", "\n", "h = m.pcolormesh(lons, lats, masked_sst_y1, shading='flat',latlon=True, vmin=-30.0, vmax=30.0)\n", "m.colorbar(h, location='bottom', pad=\"15%\", label='[$^oC$]')\n", "\n", "plt.title('Yearly SST Climatology in 1948')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 5.5 Hammer Projection" ] }, { "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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i51BEkyZb2/tQmsYpd75CdzQJIqZ4PHtUMvkE8Cel1LqjPoGLyzuMK3xc/u0Q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nkCvOrOT2A4bxl1E9Teu0Bk5+bz5frdvN7EnjOKJXepuYh37ZyL2O7ni+DJmA5VxkXotn6lLM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ybQdeMFKxb/vJRy57QaonjDUMLnLY4Qogn4RzTtowiht75nPY3v3kSgtTZzvfD/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\nv8qV8dKtW1lTJqDeq+XfdnbzrmXt/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "m = Basemap(projection='hammer', lon_0=0l)\n", "\n", "m.drawcoastlines()\n", "m.fillcontinents(color='coral',lake_color='aqua')\n", "# draw parallels and meridians.\n", "m.drawparallels(np.arange(-90.,120.,30.))\n", "m.drawmeridians(np.arange(0.,420.,60.))\n", "m.drawmapboundary(fill_color='aqua')\n", "\n", "h = m.pcolormesh(lons, lats, masked_sst_y1, shading='flat',latlon=True, vmin=-30.0, vmax=30.0)\n", "m.colorbar(h, location='bottom', pad=\"15%\", label='[$^oC$]')\n", "\n", "plt.title('Yearly SST Climatology in 1948')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "## References\n", "\n", "http://unidata.github.io/netcdf4-python/\n", "\n", "John D. Hunter. Matplotlib: A 2D Graphics Environment, Computing in Science & Engineering, 9, 90-95 (2007), DOI:10.1109/MCSE.2007.55\n", "\n", "Stéfan van der Walt, S. Chris Colbert and Gaël Varoquaux. The NumPy Array: A Structure for Efficient Numerical Computation, Computing in Science & Engineering, 13, 22-30 (2011), DOI:10.1109/MCSE.2011.37\n", "\n", "Kalnay et al.,The NCEP/NCAR 40-year reanalysis project, Bull. Amer. Meteor. Soc., 77, 437-470, 1996." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [default]", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.12" } }, "nbformat": 4, "nbformat_minor": 2 }