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April 1, 2021 12:28
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "id": "satisfied-swaziland", | |
| "metadata": {}, | |
| "source": [ | |
| "# Handling LOFAR data - spectra and images\n", | |
| "\n", | |
| "\n", | |
| "This is a python notebook that replicates the IDL Tutorial 1 from the LOFAR Sub-second structures in low frequency solar radio observations workshop. \n", | |
| "\n", | |
| "To understand the steps here - the Handling_LOFAR_data_and_imaging.pdf should be consulted.\n", | |
| "\n", | |
| "Note: There are lots of different ways to do the analysis performed here, and some aspects could be done in a more \"pythonic way\" but this notebook was written to closely follow the IDL equivalent tutorial. " | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "usual-mapping", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import numpy as np \n", | |
| "import matplotlib.pyplot as plt\n", | |
| "from scipy.io import readsav\n", | |
| "import datetime\n", | |
| "import sunpy.map\n", | |
| "from sunpy.time import parse_time\n", | |
| "import sunpy.visualization.colormaps\n", | |
| "import copy\n", | |
| "from matplotlib import dates\n", | |
| "from matplotlib.colors import LogNorm\n", | |
| "from scipy.interpolate import griddata\n", | |
| "import sunpy.map\n", | |
| "from sunpy.coordinates import frames\n", | |
| "from astropy.coordinates import SkyCoord\n", | |
| "from astropy import units as u\n", | |
| "from sunpy.net import Fido, attrs as a\n", | |
| "\n", | |
| "import warnings\n", | |
| "warnings.filterwarnings(\"ignore\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "destroyed-hughes", | |
| "metadata": {}, | |
| "source": [ | |
| "We can use the scipy.io.readsav function to read in IDL sav files. " | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "accurate-variation", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "--------------------------------------------------\n", | |
| "Date: Wed Mar 24 12:14:22 2021\n", | |
| "User: hamish\n", | |
| "Host: iBeast\n", | |
| "--------------------------------------------------\n", | |
| "Format: 12\n", | |
| "Architecture: x86_64\n", | |
| "Operating System: darwin\n", | |
| "IDL Version: 8.5.1\n", | |
| "--------------------------------------------------\n", | |
| "Successfully read 8 records of which:\n", | |
| " - 1 are of type TIMESTAMP\n", | |
| " - 1 are of type VERSION\n", | |
| " - 5 are of type VARIABLE\n", | |
| "--------------------------------------------------\n", | |
| "Available variables:\n", | |
| " - spec_raw [<class 'numpy.ndarray'>]\n", | |
| " - time [<class 'numpy.ndarray'>]\n", | |
| " - freq [<class 'numpy.ndarray'>]\n", | |
| " - xpos [<class 'numpy.ndarray'>]\n", | |
| " - ypos [<class 'numpy.ndarray'>]\n", | |
| "--------------------------------------------------\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "data = readsav(\"LOFAR_Fine_Structure_Tutorial_1.dat\", verbose=True)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "royal-citizenship", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "dict_keys(['spec_raw', 'time', 'freq', 'xpos', 'ypos'])" | |
| ] | |
| }, | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "data.keys()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "noticed-pixel", | |
| "metadata": {}, | |
| "source": [ | |
| "Lets pull out each array which will make it easier to follow from IDL tutorial." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "id": "removed-constraint", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "spec_raw = data[\"spec_raw\"]\n", | |
| "time = data[\"time\"]\n", | |
| "freq = data[\"freq\"]\n", | |
| "xpos = data[\"xpos\"]\n", | |
| "ypos = data[\"ypos\"]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "behavioral-beverage", | |
| "metadata": {}, | |
| "source": [ | |
| "We can use sunpy's `parse_time` to convert the time array (which is in utime) to datetime objects" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "id": "tender-seminar", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "time = parse_time(time, format=\"utime\").datetime" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "czech-ceiling", | |
| "metadata": {}, | |
| "source": [ | |
| "`spec_raw` is the raw LOFAR data." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "id": "czech-bonus", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "(4128, 572, 127)" | |
| ] | |
| }, | |
| "execution_count": 7, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "spec_raw.shape" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "confirmed-breast", | |
| "metadata": {}, | |
| "source": [ | |
| "### Below is a function to plot the dynamic spectra (similar to what spectro_plot2 in IDL does). \n", | |
| "\n", | |
| "It takes the dyanamic spectra (spec) a 2D array, the time array (in datetime) and frequency array.\n", | |
| "It is basically just using matplotlib.imshow, so the keyword arguments to .imshow can also be passed here." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "id": "smart-unemployment", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def spectro_plot(spec, time, freq, axes=None, **kwargs):\n", | |
| " \"\"\"\n", | |
| " Plot the dyanamic spectrum.\n", | |
| " Parameters\n", | |
| " ----------\n", | |
| " spec : `~ndarray`\n", | |
| " 2D dynamic spectrum intensity array\n", | |
| " time : `list` of `ndarray`\n", | |
| " datetime objects\n", | |
| " freq : `list` or `ndarray`\n", | |
| " array of corresponding frequencies\n", | |
| " axes : axis on which to plot, optional\n", | |
| " default is None\n", | |
| " \n", | |
| " **kwargs : `~dict`\n", | |
| " additional keyword arguments for plt.imshow.\n", | |
| " \"\"\"\n", | |
| " if axes is None:\n", | |
| " ax = plt.gca()\n", | |
| " else:\n", | |
| " ax=axes\n", | |
| " \n", | |
| " im = ax.imshow(spec, \n", | |
| " aspect=\"auto\",\n", | |
| " origin=\"lower\",\n", | |
| " extent=[dates.date2num(time[0]), dates.date2num(time[-1]),\n", | |
| " freq[0], freq[-1]], \n", | |
| " **kwargs)\n", | |
| " \n", | |
| " ax.set_xlabel(\"Time ({:s} UT)\".format(time[0].strftime(\"%Y-%m-%d\")))\n", | |
| " ax.set_ylabel(\"Frequency (MHz)\")\n", | |
| " ax.xaxis.set_major_formatter(dates.DateFormatter(\"%H:%M:%S\"))\n", | |
| "\n", | |
| " return im" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "corporate-apache", | |
| "metadata": {}, | |
| "source": [ | |
| "Just to be the same as the the IDL tutorial we'll use the same colormap \"STD_GAMMA_II\" - this is actually imported from sunpy.colormaps" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "dominican-canada", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "cmap = plt.get_cmap('std_gamma_2')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "id": "offshore-rugby", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<matplotlib.colorbar.Colorbar at 0x7fb92ce03f10>" | |
| ] | |
| }, | |
| "execution_count": 10, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 720x432 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig, ax = plt.subplots(figsize=(10, 6))\n", | |
| "im = spectro_plot(spec_raw[:, :, 0], \n", | |
| " time, freq, \n", | |
| " cmap=cmap, norm=LogNorm())\n", | |
| "fig.colorbar(im)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "forty-hardwood", | |
| "metadata": {}, | |
| "source": [ | |
| "Lets choose two quiet times to display background signals." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "id": "editorial-joint", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "2015-04-16 11:56:28.013980\n", | |
| "2015-04-16 11:56:48.985533\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "print(time[200])\n", | |
| "print(time[400])" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "veterinary-cooper", | |
| "metadata": {}, | |
| "source": [ | |
| "To get the instrument response get the median values of intensity over this time range, and plot this" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "id": "finnish-basement", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "response = np.median(spec_raw[:, 200:400, 100], axis=1)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 13, | |
| "id": "acceptable-vertical", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "(29.78515625, 80.16357421875)" | |
| ] | |
| }, | |
| "execution_count": 13, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 576x432 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig, ax = plt.subplots(figsize=(8, 6))\n", | |
| "plt.plot(freq, np.log10(response))\n", | |
| "plt.ylabel(\"Log$_{10}$(Intensity)[arbitrary units]\")\n", | |
| "plt.xlabel(\"Frequency(MHz)\")\n", | |
| "plt.ylim(13.7, 15.5)\n", | |
| "plt.xlim(freq[0], freq[-1])" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "capable-edition", | |
| "metadata": {}, | |
| "source": [ | |
| "The antenna response peaks around 58 MHz, and we can normalize the dyanamic spectra using the antenna response.\n", | |
| "The new array `spec_norm` is now the normalized `spec_raw`" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 14, | |
| "id": "unavailable-algorithm", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "spec_norm = copy.deepcopy(spec_raw)\n", | |
| "for i in range(0, 4127):\n", | |
| " spec_norm[i, :, :] = spec_raw[i, :, :]/response[i]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "convinced-wright", | |
| "metadata": {}, | |
| "source": [ | |
| "Lets plot the normalized spectra" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 15, | |
| "id": "pending-admission", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<matplotlib.colorbar.Colorbar at 0x7fb92e63ee10>" | |
| ] | |
| }, | |
| "execution_count": 15, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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w7gGyYCNraCVUXRNu42oGnsxC9WRHhXt8a5+jFjhZoJNNOem8Ot2e4eN1zFK8V05JyXp1VKNIxiiOMYNblr8WEHvppyj4TJ6Z85u1jxL/2vbopR0D3mpky9LUGhi2rWUyW/Lem67jWuDgyWeNM5uuRLoeovaY6TZPHu/EYtlhacH0SsV7ekaX4+2mqtEb2X2WpxbclsrN3mftuKL5rNjtotqeLgjAkRddAjM46byOG4GIkgKrCY+sZa/D15Y3xjKoHfSsopuyaDjb9ZCVlaXTv7ZMb6DI+JRA5hiqrddaCzGLz9psTbne4F1q67WDeVZ/U567Jk2NbLUAKjIqSuC8JJvXTjOdU8vXXkdp7PvXcug0Y8FCrSwW3JSe3dabBUG2zdYYCZYyAzLqKyWeUZrofct19uxeuhm7TzVsT687bwHGUa3C9wBBSSmfhJXgWXBjeNamrR1sdb4aEFfDp1ZJ2jRTy5W8NfkzGa3nooay54zqYQwYHcM3S2/LjRR2Ld/Sc58mnSb/qF9OKdO2tRUxfyriszJseVkaz8Aa26Y8OcYAsxIgGwsopso+BqREZdR6cmpAui5rKqDe0Ri6YADHku30trFmHTND3FYZ1QxkkWwej0j5eIqy5O2ZCnympNf59ohPMfU8WFNJ11GNp6jEp+a9RXVu67pUnvxnbdADgh7fMV4Tm8d7ngyM1z7XGKodJKe0l/MYGGreq67bDIDWeGi8MOs1sgOorfNM14wlewJ6za7KEsCrrZeIdw34K9VJJGcJANWA5lqwdJ70m1v+31t0QaaoIiq528d4eaK4MZ1sjKKq4TPGKpB77amIeHjxK9anqSIFPgMOTPzSKUsr3wiARjQGPOo8WTkWVE4pe6pnJHNJW776GabI75WbDZT2NwKBUz0B1qOQlVGKi+gkeG1brgfqS33Q3nt9dwyPKNwbfKc+q857bOKyvLZM7xnlV/SQ1SERD0sWmHiAPDrjx8qU9aFSPW7bps76W1SvvimqCwZwtALwOnGtEq0tp8RnbBle+m2tFp0ns9gtTRkoYX1xobbcvMHbviutpDzPhbVINdnBPrKYSs9l05Us8SlgK6JIqY6x9k7bwqsBQzo8smCjfhqVURM3lk7COBlDnt7IdEeJh6XMQPC8DZmRMpZqdaKQPUYi62eenoD1MmoNtSitzVeibdLUhNf0490i423pgk5RZRZ6dD+Fv732lLilkncgs4KnyBx1/FJ9aBn2+/8Z61NPXtoozIIYzG9J6XppvbJKiqEWGEQDs6aTHGxLZZ0Ur9MAQLb+vfd7FnLc6zQz/5DrKC+vzaMp6hunVdclPZUdM+GdlD6mP2U6aJvnFSB1MFKesWVc1D6xm6I6R9KW5DYemrFleu5Kz2V6EpZDTfn2fo912aIyPQtsRfzNGc9zY8GT/uCmV74OmzO4nj3Qo5/BAiFb97asktcq8jCcBWWW9FQZaq3HqB6FppZ/Lynr09AF23hna8Cn9SBu0w5qQZQtt4a3Ji2v7at7+HqhZCBmxkxGEYCo0QkSPud0AWJE91LfeXXTBQI4XkcuTTGM4S1kO7HXaTz3s6dkPEVSI7enRCy/koemZhogkyP69IN4enRY7Xbxhbr2ys4GCZt+rMcuA162bK98m29KW/Se15On5O2K+HmyjOkbUd1H7eWkgduU59XynSSN5WnrLuv7Xt6TGOi3bQ+lPmZJ+r3ohX02gY7w0Wmt7DX6KDLOvDQ2nU2zAq47cRltA6Kj8eReAzq7NTj3CE1VgpEyKDW0yEIqNXqv43reiUhGr5xIcXrXNbxr01rlpMNL35DxgJr99d5HZHlFSiJTzjXPvo31WBM+pp1NST+mrFp+3nsvDZY1lnpt+WPip1KNfLbf1XpCSqC5pBNqKZIj0l0Zj5qBPAMQ9joDIllaq1dKgKZUxjY0hl9mBNToaqHdOTjb0gUCOLXKtDbdEWWlkA0g3n1NvpIFFaWNrmd0u5jm+B6AKH9mcdYONFMAQS0ImLE5dVYzWNi0pzUoZvUVKf9a70OttTglXS3Q0Ja5zedZ2tkAvQ3YqqmfbaxrXVZGGdgu8dbAodS3S7ysLFPBo/c8J9GWonh76nlEOq8FN5kBeB6U9fMItHptV9O2QHdbenUtMr5AAKeGSp4OL92U+CmkO2gt79OQA/xOJGHWE2PX3ljrRIBiydKKLH7PMq6haJC1MngALuIX8fAocztHQNPmycrIwFAGViM3eMTPymh5H+G/P1tGFJfdjwFbJUMmqgcqyvbeSzaIlzxaOq/38c2pA1gJ7NXWqzf4el7WrE48gLRiADI2Xu+m8tb86XYq19GxFWNAZU0fjfSyfu4a/R2Bu1LbtXKclt4v0c6Dc49T7UBZaqhZeM0gnfGsAVbaAsjSCelj0jM5a8ibbtJ8vUXFR064zjvveR4F8ZqiASgDDTVU+36m5BnbjmxcNiDr+BJvT54aoFHiu61FGZVRMkZWJq0dcPT1lAGhtu1lMkpcxHtF1/5tnAaO25D3rqMBfQyg1LxKfS/q01ZHebJE9W3LqwEiHo9Sn8j68Bg+NWVk4Ll27NrRGHqVAZxaOmmEvC0vT6nUlFc7gNrwTIHrOLvFc6X+UflgHRRZnmLFRko9UyQR2MuU4j7DNtBFILOnSE+CpgAIOzDZfKW6yMiChJIsXv59c+9dj+Ubpc8GsggEjnmuKXVRsu49+XQez7s5po7knet27HkLbN/yrqP2Ew2+UXlRuhmbZUS7ND3ZPS9N5rmJ2mAGVm2ajFfpPdWAc83L6qJ7iXYenHOilrpGUWul1KSLlC7EysDyL5UTDeYlAGbjj9nkFZUXuUsjYGPlzJ4nUkRH+F8J1vk8ZW0VpaccPJk8T5Ete4yS8d53ZJVFZXnvNfNCRCAwUsKRQi8BylI5GciIKHsu2KyP0uAayVYrT1SulddLH6WJgI01VOYqrmYhvkeRATAFLNlyvXtbVqaPJFx2V3r9tlZvWMqmvb17+25rAFFtW9aU9XUdH4HCGjovELQDOPcYRVZT1tA9Bayt40yZZfe1itNa6qVOGVEEBjKrwsoQKZ9jNqe+ooFlhv8F4BmdJwUnXpPHv9YyyurRs2ijAS4DtDWWVwnoeIPlWDAahUeAwBtAS4N2NCjUgqQM0Ni8GZiP6j8q10tf096ysjOAJulKhsiS+EC8scBElz02TqfJ9JmAMuhAy9U+zyGDN9Tmnfe/3nPWgAzv3cHmGpyIn46P9IBNh4kvARCvz5b0yMz8avlKNGO3i2p7uiAApyEW1QMlNixruHJ8fjaIlxC7Tu9d16atVXg2b6RYvDKyQUHHW3DjlV+jjA5V2FyFe4NipqSErjKs58Gk8+TVPPZNmM3vPZ8Ni2S2VAIvUVhW5th2Uio7k0PfZ4PFWGOgprzStQ3L6m5qfWZxMgV6ja4tvsLwPTadR/chr59Arks8w23qAO3xz8qXc22ErvRp5aBOy6emvOyzDRrE6ntvzV8JdFq+JbmidKUxxH56JWprJePA4z3G0N1RRBcE4ESUKYcZ8VRFDQ8dV8OjhP63GZRqyBt4ppRrlU+kiCKQk3kXsvdRa+nVDA5RfA3graXTfp9nSWPayRiv1mnLchqUWf+arvRxS9YHfQ/coOJq6ywyROx9ySMQebCyPMd0g7d4ZmAAcFav6P6tD/Pz6m6P+PmjdpVN69Xce+XUvF+Jj8CUjC8EPLQBVNJ5FqSeF7h59X2L6gIBnDHWomcJRNee8jgJWUUO8D+yWLKgxpQjfGqsX6/cGovCxs8YFOARnQI8Yv1zDFDu5FG52XuKvGy1dekBnVL+mngr27Z0GjyzciLKBuXMGj8NWU6ijNryI1lmrPcBAe62fXoy1p767YEInHsvTveJqP9EzyZpZEPAIwwDuXd22Iqu79vwef8rHitt3EhaXReetyQCZ7rszFPiUc379dJ78tnfSAdHMkbjl/yex3TRborqnMh26iluPd1BI+9MzQAvFCmqGqtibLmRLDV5JJ23BTySqdZCtOTxt0o3KiuyliyPLM8YWbOBgqC8Gl4Rja3LbQfwkwQBJc8elXEnRWMB80nQjG5q6hG6qVKZtpHy9AcmS4MbJtzzeoytR69vlNJG/W0BPNv/zlmfgqshWcPnebeE9tic2rMyC4+S9+u021ypLmu9QrVlzeg8KmdJp78Gp2ma7wG+Fni5bdu3OfH/NfDv9beXgLcAV9u2/ddN0zwP/Gov5J22bZ8qlXeBAI6mzPrIGldtwysNyFlnmzKolOTKrBx9XfLOZGXrZ8rqMfKyzFW4WHRWVuvdER41norI2qn15mgvWi14O2mleRYD/2mUlw3WEWD1BuyTlKlEJa+ll74k2z4duLnWp32BDgDcxAc3mlYq3nouMplrSHh7nmJNXh/K9Io8oydLST/smd+oz43xUmbgr+b9ZfqhlCfiE8lHkqZGTujWnp4lncki4+8F/iLwfa4EbftngT8L0DTN1wH/Rdu2/1oleXfbtq/UFnZBAU5E2yBn28lrvAoejemoY70DmYel5HKe4W/V9nhnndDy018HP2ITwOg8R05Ydu3xiCgDozX5T4LOsixb7mmUOWMdvFprfK7K1u1A8mV8I4rAecnogM0+LGk8IFEa6Dx9sMew+Db71Isnt+YXHcOg84yhsWAuK1vfa6MlWmdU4u3pVF2GXXgc5cl4W9lrDLySAevxLYXVpMkMg1c/tW37/qZpHq1M/k3A929T3gUBOGeBZCML1MYJ1Q4qXroITNR2Wh2n/0syWG/NVLIeLE+GUp1lSt0+s5bbepoknfUyZBaWZ0XWAjzLz2s3NVQqY0z8FGs242l5L/HfrQ7X78OTKZOtNqzEW8uevU8vf016GeSlHR4xrD/zQFT2HJrXSQ1yU9qTlVunWZr8GQ/9nwEuuxGhdldZDUV6QMsyRh9HVANcsry2fUZ01lNUcAKLjB9omuZpdf+etm3fM5ZJ0zT7wFcB36qCW+BHm6Zpgb9cw/eCAJzTetHewIYTVgIgWWOt8Tzossfm1+nswOQpGn2fAblosPb4XKWzam/SbQv31uFYhV8CbFoe+Z0b3iULT+gA+ArgXf39vwD+Kd32Xhlo7DeDvHq09eMNDjXKUecdO4hn8aW6reUZtQcvvW6/+yZMP6MFnrUDgpa9pi949RrVdanuvXZ4aK7tAmMtsz6WQMfb4xROimrak9eea9tgqa/VGFsWzGRrAjN5StclEBuFjWlj9jriXTL8IrqQU1Sv1KyNqaCvA/6JmZ764rZtrzdN8yDwY03T/Ku2bd+fMbkgAKeWvEG71OmzQdz+ZtdWhuhe5ysNIDVkO5EdUDSJS9mzmDLgZhWYjV8wKHtt9WkSl76nAK3CiAakpUpDkM57//vAu7jEN3OH670sH2aYMtMfFNX87XNiwrOw2nde46nx+GWyeVSTLmurU/nXPGOUJjJAovxR3qhPZLJF9b5imIrV3huP7DSWlGWndqLF/9ng6ZGkzwwdLctYsnnsh3j3zK99donzBn59Grt9L9FHNz3wbNNY+b28Y8YMTaW+ko0PXrnnTffUQX/fiJmeatv2ev/7ctM07wXeCbyWAE6t5WnzRKDEDli1CjdTHhkA8dJFPD3wNUYOT55sUPaA3YzOqyKW+6IPXzr8RMFd7e/1d6miQWKM4vJkEzoC3scdfpoB3Fxn0/LOlFxp8C1RrZVs+WfPPsX6zGjK80yRa6wlnVnlGc8ovwUAUR7bro4YgDxsttsaXQPrC5L1vZXRG/BrvAG19R3pt1rwIzul9HOtyD1UFvjUAPcM3GR8LGVtamz/tiDNe9asLjNwMxbYniSdP8BpmuYK8GXAH1Bhc+B1bdv+an/9O4A/U+J1QQCOfIsqsrAx4RGyt+ltPnt/Uorak9FTulPKsTsnajt9qYNHilbCrJUm6xEsaNB0DXiyv77OuotfKLLiJMzy9xTTk3S7XVZ9Gdfopqiu9eW9H3i6j9PKWQ84tnxbB7UDYxZXasc6/VGQtoZPFhbdR5Qp/mzhraapg1Sp75aeXcfVDCLRgLigLKsHkGC9bS2T9LU6KQqLZNKy2DZu210tX5mK0zumNPDR/XZp7j35Ih3i1cE29RHRmPxZ2lqQ5PWHFeezBud0qWma7we+nG6tzovAt9M3yLZtv7tP9juBH23bVneQNwLvbZoGOtzyt9q2/Yel8i4IwLGfaih5TvRvLRrOeEagxRsEvQF3bLk1rs4a3jadHsA9VynEzyLxckz91f5/xqDwlyqtt8NizuDBsaS/fSUkilIPCh7ZOl/2/4/Trbv5I7yJFS9yDPxDJae37iZ6f1OUZlSH0b0N9wbILH1NeEmG2r5ylQ5EHtCB1eusezQiSz16jxI+1jM2tW/UPmcG/LMw3Qd0eO13qbL+WWpXUf3VGHe67CzM6hTp//a967Ys/U2PW5JX87HPatNm8R5ZuT19p2XVvLN69mTSlMlm362X9qy9Kac/RdW27TdVpPleuu3kOuyjwNvHlndBAI5QBigiZWrDbFovfkz4GAv0LKimU2YH/tk6nZlrASH7+EpCSLvh5XrBsEjzBTYHRZ1PSMftBeFa7hmdp+aL6BbhX+NJDrnFAfATdIuLX2B9zl/LWPLMRAOwVVSRFerJnMVNGfC99x/xivqQjddKfB94Mx14fBT4APDTrE9NWp7622HRWUiZQZL1cx0+xuiIPBoZjQGlJSoB9gjcZBQN3jXl2rItjxIYztq89xmXSLbsGUo6P+IZ3de8z1K9jwU3Hn+c+/NYZLz7VMM5UENuGViyA1GmwGuopDBraYyCGuN5sgO1zZ9ZjZn3RkCMzm+/UWPl0F4ROSeHPs+1Ps1N4kHHThNZ/t65GTbNnO6U2W7a7Fmu0p3K+mG6nVN2WmzFunKO1kToe0sZOIjua9Jn8TasBNwzYGbvPQCvy7gJfJAOLL7AMN1nd1IJlQCkjvPavidjzSAsYdFz1Qx2Oq4km5YR1vvOVN0x1oiqAXcR1TxbRKIv9L8nhwU7npwWJK/IF2OfJk0dN8bw99rjeUxRnf8anJOkCwJw9IuOBmQbt0fnPl8xLH7VVBqwNEXK3sYL30zBWADjWdal8qKy7SAivLVSiLwgmSLU3pgVnaVu1/7M+9+b/e+RiRNwc13FeSevZgrMqxevPVwHPgI8yRu5yufzszzNl3CDD9ANyvYZpU6WvWzRro3S+/De9dT7CIxkYRn4KVHtICoDz/X+/im6DQ9zOqDzLF3dLxjezT7rU40CMMfsHPLCNdCp6ZtZXyuBS5020ztee4xI6rIETKO8IkPNs3thkf6JgGN2XzpFWVO2VdwaG9boiPpirSFyUhTVe1R3En60nnyjveh8r741OGdNFwTgQK6Avca9IF8MmHUAD4DU5CvJacPHABmPxloW3q4NzSsbDDRQkt0k1rtzwPrpp5rXIZ1X5U8AX8pl5tzmx4H30U1xLHpeV1g/OfcmA/CooTnd9Mmbe17wMR7jBs/TgZtDNp8/8y6UFL+XZur7jAa7baim7drBMmr3OmxJ5xE77O//OPDVdIu3f5hhEbfQPvI+hncqYCeiqO49b04t1eqD0r0Nq5XD80zWkOUv76gWUEXlRCCnlE+Xa+XSGxC8tuRtFffqRctlvTc1fXEqleoky6flmLFZfxmQtmlffWtwzpouEMCxFDW+moWjHukGHSnRyJUY8c86SOQ+jpTMmA7nKSVvwaOQZw3qMqMBT6xz64pe4oOoazzBW3gLf5SGGc/xX/IBvqKPe6HndY31qaxDOm/BgmFAXBq5ZZCc032b7SuBr+dJFjzEL/AcT9B5FURmAVDWcsrqtmTN1qSzYTVtrPTea70dpfQ2vjTwyo6pQzpA82G6hcdHwPN0U4FLlf46mwB77OC0rSHg1eUY48UOql4d2UHN+zZVtuYrAnI2TQQwhEp16w2s3mCs82fxNjwa3K3sIpf9ZlVENe9Akyd31KcyXhnY1/JkvLJ+76U7D9oBnHMgWYMDfsfWnhB9oJykqbG0sk5esiRrFZ/tWNFg51lqkbWkw+0AYkGNB1SiMyssGNC89lXcPsOOqn06oHKTzXU2M+BJ3sov0DKn4Yv5AAd0XpXrrJO8RwtudLyW8Ur/e41u0Ws38L7I4zzEi8zu8stOTbXgokSRoq4ZBEph0buopVpwE3kFMh6W11W6Lfhf1t+LN05vGddruZYMA4QGQLZ8KA8aWZ1lMtcMZLYear0uElf6TlOJlw2fU+fBkLAIKNm+o/lN8QDJc877/wMGnSA8Fwzv3wJ5LY+dPt8GfHpy1wBDm2/b/luq4wjszIBfT+Q7DdotMj5Hqm3gknaMxVvL14ZH4CfKH4EUTeKBWpmwTPFbsgsbSxTJfZXhPBkNELQLWluor7D+ZWVL13kv38zbeYJP8DDdzhv5IrM++O+wTy9TGTcZPnK46OPkHev6EhkXwAvcYsb/j3fSeW+epgNLkXwr80/yHLCumE+TIusuAyvZAJeVMaaNCd8F3blCr9ABTX2+kQCYJevtZIX/UdbasjN5TipNZOh4A1JW3zM2dYX2Wtg2lgGjKaDJk9sDcd7A6xmGXh79SQrRGwf4daXLtgA365f63sbbaw8YzYjPaYo8OiWKeHm8a8s8K73i0W6K6pwpU06exRU19KwzR5a5R6WDzWosIluuBUzaKyXpo44xdo2NvvaeY8FgjT3A+kJR+ZcBDQYwsjBpROm9mSdY8Dl8CIBPcoX1nRcHrK/BkWfR9eA9kyxivcpwzs4S2OcxFjzHvpLbW3Dt7ZrywiKqHTi1zNm1R9n7s3JkANrmz2TXfSGzPI/oFhfr97QsyJs9qwcYovKzAS4zPrzydR/M3sc2z6XboHegpCdzyYjSeiOSO6qnbECeMuhLf5Zf6Z/zoFz7PJFRUdo9Vds3at5p1u5tGu/e61Oi05b473pHp0EXBOC01LkThbwG5ikvL43Hr7ZcLz4CS5li8ZS55ZWVLUDEzv97A+oem5ahLl+mmgQ46LlyscJW5t4DIt3amBUzfpm38SKPAj/E+o4q7Y05Zv10ZBRvT0FI3o/0/1eBQ57jSbi7e+rQ5Lf1bQFQ7eAVtb+SkqyhDPiWFDBBvAf+a6zRqBztYbR1OJVnKe3YuBpAVwM2dZoaOTOZhI8uMwI1Ok4PlpaPvq4F5pknwZNTh3lepRmbfCWfN01VQ97uz8iYtWGlMiIDdwy40b82bSl/bdxZ0M6Dcw7UsNnoStaNZyF4g30NOJpKGYjy0mZpxjZ672RQzdvWZzQoyeC6wFcaV+mmsWYMgGRJBybka917d/l8Pv+Ez+Dv8CQzPsx/wwf4euAn6YDUFbp1NAc9v0OGAwGFr95iLOBIyj1kOKNn0ad/Qf3bdUHeYFxj4UWkFTfmNwKnHoCJ0thypgIAr+3XDPxaLg0YZGrQe46SLBlFfcczUjKQFqWZ0heFxyMM07cvEE/h7pu82bvbM9eRfBboRKAyAi7eM+k8AlyyaURJo9t7xNPKLeQd/pdNw63wgU4kn6SJ3rnXJyOd7fGpHStmrNfl1H572rSbojonkvMArJK35FlgniXk5dHXJ9nIar0AUVymPPTgKEouOgzLWia6LM9VLiSeFQEOQlfowI3sejpimK4SObRX5gj4cd7L1/Mm3s1t5tzgJ+m2iX9YlX/A4BE4Yn27v/4XuTXtMZzDIwuPYViovHSez1Kt1ZtZ2Dj3Hvi2VLI4bbwH+OXa4+UBA5t+Tgx29eCi24y3+DWSc1vK+n1UnmedZ/yEImNgxfp3zBasgxev3KyszOPlyaT56v6lQZYG2x5gy2TKgGrUrsbwkfKXbD7PMkjv8bb8anRrBoxXTphXVtTXM5BdI2PE/6xot8j4nEjvorIUNZqS9XMvU2Qt6Ht9ra0u2LSCPI+CLitalDxnADca5GhFcISsr+nur9NNCf2LPo0GO4fAR/gEX8odVnQDg90uu1DlR4o/euc6/c1ellcYFjHb59PlerxLVl0EMPS9J2upDZasSl12VK6996xVj7LBduzUU9RuIzDt5bF5s7bspY/CaupCp/W8DzN1rdNGng3bXuRaTyl7ZVswIaBGjlW4Stfen2fTS6l1gl1/ts/m7sLMIIzqT4CW1kO2f1hDbEWnT5as853jv/+afuqR956jd1+6j/KX+GV8PYB1nmPUzoNzj1EtIoa6hnPaDa4GnXtWRomnJa0wSxZGSUabRzwsAmh+mPWPb4onR6xckeUQeIE7/CSdYv0InVLW62KE/7y/XrKpHKNnhmGh8lW6KYQj1ndq2cHVO5slslItjWl7UZwHuHT5JaswCp/qMRljbUqa6DkymUryl2jKc06tEy+vnnLIpueifleSRU/tWtLr1mD94ETJq2muri2Y0UBEFvTXymiBnSz2tzyyerFr+qbS2LyRRydLf5bAY8bZbxN/9dEFATjWg1PrsfEASgk0RGlPonGXBrRIjpIM2nrSICA6D8cODnpqy7O4pOxjfOU5Z/jCuAYkQlrpiYVXqn/LJ7PgbLhMmx0wgBq9dieylj1eteWKjNE7ssDFWvhZmMc7AmLWasy8JR5FwDbjsc8wtSjTipqmDPDb0Jj+OrZv6/pcqLAMAGf8s+lA711a/gfAk3RGhRgc3qYBz4ugp4ItwM/ej/RhuZ73vwdwd2ekgCq74QDW+380ne7FjWnHJcoMuCz9GAN1DNl6P83+EdFuDc45UUs8mHkNL0p7lUEZLZ102aAptA3YqQEymnRZmbvUG+Dsgscsj6R5pL9fMKxlkfqSrep60eRBf7+k88R8mE1XuQZb14Df3f/KuTRz9ZyiJLVnYMn6l6i1x0We64BhwacMtjCsS5Bn1krd0rFK59VnjcLJ3mVJoZY8IBHAjzwu23pwxsYdFtKW5MlAUKmP11rhtqxaQKrJAvVo/VEJRHu6xk4hLc39sble0XknrWHhrU2z4UtiGgOGxbiaq1+5ljTetZZNHwUh5HlqT2rQP2kd7vHX5Vg9PrZvnBXtAM49SNbjoBuQVYZ6t4elGqvlrKlmwLSeFiFvsbHX4eT6irnX8/wzNpXTAYOX5JgO0MiOp5XJK8DjqT7PIR0Yus6mErfKUJSm9eh4soj3QE9FifIUOTE8hOeBus7OE7JlC52GkorAbeZl8dLVtmubfgywt3UaeZA8niUwkcmqr2v7qE4v0yrS3heOzB5v299KZUeDnAVBGhjZRd02TPrHgq5PLVUa3XaFZ3YchOZZQ1J3czrdcYXB4NH9fq7SzxhOJ/dk0MbHXF1HBkmm60vG7lTK2vKUdJFMM+A3pgi4Je0AThU1TfO5wN9RQZ8D/Gng+/rwR+lM/d/btu2ncm6vY3O7JcQN9SrDpwN0evEGeI3Msx50XIbAz4tEJm+XkwzUmfWkedxk3Z0soEQUmFWsUscCIrSFqD0luszrdFvCr7N+Lo3QknUQ4g0iNkwU3QvqGa+YdOIJiiwn+ztmV4uWzVJpoI+U4sxcZ+lgs44i2UogRdrQwimzRBHfGgBTaxV7ICOTpaQnJI1uu5n1XZJF9zEPiMj1Eevv2MqeAVV7vc/wDTC9cNjLr2X1woVK7V+ebc6gI6Lt2/I8R+p/ZcKtrN60lsRZj47WCSUdF/WnMeQB+QjE17TrCPys2H1NfHs6NYDTtu0vA58P0DTN64GXgPcC3wb8RNu239E0zbf1938y5/abrE9TlCzCRX/9AB2OusJg4chgB/5qf8/DYwfViDwFFMXbcE0l9O912GV/bdfSSJhXTjSga2Uh+a3yWDF4YMRzor/8LYOGBQ+S5zqbiyO1rEKesl2ZtAsj68r8L9R1NHWQLV7OQElGUX2XysnSeXER2BGa4fO2tKD8rFOsUU0lMOal123PG6SiZ/MAsUcRUCzVWfRuBPRrIKDL8ECUlWVWGfYK3a7FI3wQb9fj2biSt9LKqWWxesbLp+OXTtrsXdrF2xaM2jKiPqXl9sCTB4hr276VzXufUR1tA7ROg3bbxKfSVwD/W9u2LzRN8w3Al/fhfx34xxQBzuvUdYaOdUM9puv8r/RhdrCNOpbHawpl8k1NWxsWzf1HHbmUXrwkMwarTfgIgJCvR0fgZsVw4J4Xr6287Nk0INXv5pBhIFmaeFGsUo6ckWPPDvHK9EBpbdvIFHkNRRZ+Vk4UVwNMvHQ6/1W6L7W/me49PstwCKOk1Z5WCddAeqySrx18vHwlsOfdZwO2ptIA6E0v6WsPeHl174XpfALodZuPDJepFOlcbfhIvzpgOPVcyr+p0tq1fV7/8sqK0tlwD4xlfKO4jEcpvwcGszwR6D+Pj23upqim0DcC399fv7Ft248DtG378aZpHvQyNE3zLcC39HcTipSB+wGG3TTXibdQRha8bay1g8NJUY01IfcywHvPYJWlR57iPGJ9IaF8K0qHLekGvI8weGisRaN5ayAEmwt8o2ee071PD5iIktfTchGAvanKKFmhWi6bRpdT8+6ntI/TalNT0t2km2J8muG7Y9aithZytg5sDHn1PiaPDffeWfYex5Sp26Bd4wOb33Tzns3bRaXl1NdHJp2ns6L1PDZP9Ey6PAGyMj1lr7W+iXSATqOn1Wz78Ka+ov7ogYrsHY/V5dF78OTRv3pNVJbW0pRxb1vaAZxR1DTNHvD1wP9tTL62bd8DvKfj8bp2PJoWz8LCCdd8DqlD61M8OWNlzsqNLE251gpEDzrZlmydRxTwsv89VuFHbB7KdQV4O93iXvHKLFivb61IBNQsWSdxk3vTWVYRLE2+uQm3gMl7bgu8vHAdZvNGNKV9bEMn0bbGlifvUdedfe5o/YTlVVsm1AFzb9DKLP6S/F77sGV4AFe3oz18wGf7q5XPK8OjqL9ovt6OKi9O5LIDcCSH1hsHdF4b+/FcSSf3Vxn66hHrPO1gn72n6N1FYVH+jCIgHgGrUtnzPs8iSOuVddZrcHYenCn01cDPt237yf7+k03TfGbvvflM4OUyC+8k45K1H5HtVJqP5RkpNEx4JJe+35Zq5NEkoKF2u2o2MFnlI96wmz3/66yvqdHeGe0l0f+eqz4aqPTzaotPL67WHh295shaUKVntGG1767GKjxJyt59NjAJWSBg6z7rX3ZwKskQhZXS1PYhPWVaI5f3a+O9uCg8stpnTtqMj6YM6EQA3SO7vdyWqXc8eaDLprdeH/HeXKVb73iN9fchgFjnudmnOVZpJH3UV6O2IlTTrqaQV+81afX9zPyX8p+1sfTqpbMAON/EMD0F3ceH/hDwHf3vD5ZZiKvOU7qeYo4oitcdPEqXKbtMIXvWnncf8dZUa9Hq8i24iQY/Tw6xzgREiDLao1NSAmhkqmLG+gFfelt+ZLFayp5RA6wZnTJ9qs8j02MLxeNA5bNKT68Hyay1CFh7ck9Voh6VBnX7HiNAOIV/qe3XgABdhk0fDUYZ3xqg5pVdkqf2vdm6ljblDcgWSNiBrba91QIsLZdH2Q4nfS3ARK+pkjzaKLF595BD/i5xhX0aZqw44oDbro65qnhK2JL1T0fsq/gZ8bk93vS2li96v5lxGpHH27v30kbyZ+Wcxxqc3SLjamqaZh/47cB/ooK/A/i7TdN8M/ArwO8pc7If2/QUg3ftUS06zpRwxCPjXTN41vIrARStjDwPjlbO2nqyJOmslWe3k48FMZ7MukwvjVYinoV3k3Vw47WJyIsjdRGFayVaQ7XtpaRQM6pp87Vt2AL7jLeugwPWLXDNwyvX5s/accki1xQBmSxdBAg94ySiPYYjCRaFtLoNzlhfc+LJlIVl/IWiqSntzZF+bbduX6N7tws2j3LQ/A4Y1uV1MnTfmOvKmrEC5ty+qxfEKFo48tlnWJl/L75Ete9xDE8vnddWdV8qGZI2TvLt1uBsS6cKcNq2PQLuN2E36HZVbUGe5R39evm2KdPjE1kIkaXoWRo2r+Zt83rhM/Wv48EvyyoQW1+iEMUTow/h0umOGRTkkgEAeUBEAyWbZkXdWUfWipwrvtrqs4uHLfiq9UJkytUbVKQsXV8lL0dU5rYUDdYRsKwBqLrNyfu2cV579cry+nGJsv4dpffk89KV9IPtW7rta4oA8UzFe8/hyeB5fzKSeAtoommfAwaQ8rvpVPOc4fDOZ4H3021Fv87QtnWf25T7Esdc6tfJ3d6IF8NB6yx9vENEHkjPtrlnbfC0KCormyb3ANOMsz/ob7cG5x6hbLDJUHtkFXpIG9YVUGR5ZtajBSAZ8o8oeh7Ne+p20Kx8Ud5SRjRXr4GNBy70r/CzcmfvTNe7VWZHdGdFzvv7JeuWsfdOUfEZ2cHH7tga61UYk7dGvilUq/C9dBlwyfqApagPeH3KA11jwE1WXpZ2jOwLJ92M2ENRu8h4jNU/1XA7oPPWLPp7OYTzgZ7vYX8vR23MnH8YzsGSbeJ7vfcGuj455xZz1g0l0RvZJojMSPXaQdS+x7SXjKIxI5PF01/RM5037QDOq4hqLHKhSNmUQFTG8yQ6nHQsaw1p/pmnyPKyg7iAEg0WLIDR3hudT/MRsvx1eg9c2ufQzyvb1d9M9x0qWeh8iL9t1qMM/Nh3ni3UjigafM7SovTK99qIfr+27WTyzlW+pQqPnrtUdil9SZ6a+KnGRk050XPbdTnRs2UUGWASl4FyTdKWDw3fFV0feraP0wdx6n46Y/Ds3lRhc2DOEVe4zIx9lsw45vbGKetSlnct8tk2qL1e4L9Dj2oAoAUqWTovj43zeEeAN+snu5OMt6ULCnBOCpHXUDQAnyT/Wt6Rstcu8THu7CiNtr70dmxNRyqNVjpzYte9Bgn7rH//yoKkyPMlaaWMa334NZXOnpAsfDzyFJu1EnW5EWWDXRR3Gm04s2Jr8mWAyKsjmy57pqiOvd+xg39W5hQwM+b9lOol45+10eid2DrSYZpK0zdX6Y56WNId9bBg8Ors92HamJFyZn2ehZJhr79/gDscMWPF5V5H3MeCW2vTz5nHOQK8er3gGKp5H7VGYCl/LeAtxUn4bg3OtnTBAI5VJBZ5lwYSe03Cww58mQWyDZ0EcBJFJpaSDO6ZxafLl2eReWIbtmJzoaH15DwC/Anu54u4wcvADzN8MVzSHLB+yqm2DBcM28614vcsPVk4Lc+iLcSrDN4cXQ/a02AtXG+gKJVvwyLKLLvToMwyjvqIN2DWkh50arwyNt6jDGyOrbfaOijly2jOALQXJq9ue9obAXl91wDOyHtQekYpf0HnqblKJ/+MwTM6Y1gU7PV9GKamoANEC7RhMyt+/kEbZ1EaTSWPSdb2T4NKstR4hWx6ze88zsHZ7aK6B8gDLDUDSek6CytZ71EjntLAszSWdB6rLGoHrswCETBRev4V8GFu8Ajdlu0X6Obu9RZyWO/4AkCOWHeFW/kzJXhI51LXbWGBfx6P5Rs9i3ddswYn8pqUBvyxVNumbB6dtzRACI0pxwMmYzxHtaAnopMALlPe0T4dwNftT/e9GeuLzqO1GJJeU2SonASt6PrPIUNfeQR4CwPY2cf/xpXmcWT+j7nNG7jNnEtuH/HCovV4Gghpg8jms/wiWSM6SY9q9r5s/8t0w+6gv23pggCc1zGcaeLRGItapyu5fr2BWV+XAITncYpoivXsyb+XxGfeGyHtxZF7nTaqs+t0Rxw9TQds7Jk0XvmWx1LdZ6BLwo9VWgtw9GcE5Nwej2fJgvTyRDJF7eOkrclt2op9j2Ot/5Mg7c0Q2mPaOifI+61N46WzYGTMu5shZ8Csr0eJ0gpPz0iLaOyAXdu+YViHIzItgA/TPZOVzYLWMogVL84lZty5C/R0Pc9Z77djvB5CNR6xGp5T+lUNeeNAjTFw1ufgvProggAcmYu0J9XqMChbpR5y9igbzMYMWrVeg6mkPRxiPUm4p0QjpW8Vor73Tj/VgESX9cH+31pWkaWaeUJWQRqbfknnLdJ8owMGM9f+GK9GFm6fQZfrnQBs30vpnUVlWR4lq7/2uca22zGeFguiM/LOc9K87H0mt47T78R7ZzpPVMcLOq+lTNloPuIBEbJ9JpKtdrDNdIz1igjNGHSGPtxP89GnEcu/fQe2rtd/L7Fixor7WHCbOTc4YPjwpiezbvNj9Hq2Pqe2/Vp9A5vv/LQp0odnSTsPzjlQi/9FXqEaZW0bzpRGVFKapc4QpakZoGrkWpl/y8+zHCTsKAiPrItsG6ylyAtSeh/eYGXT2cXMInsNWCl5iWzemukDj390b8Oi95Plry2nRNmznIbSnZF7GyMZrHFj32HJc+MBZo+itjJG3hJl7S+r78goiN5T9oyenpDrq/h9WusE//oyS/ZZcrnfSXWHGSse5tbdtUpigOijI/RZOHZDgpbDe85aj2SpjjzPyhjydGeUJpNhxdkvMj79Kaqmab4H+Frg5bZt3+bEfznd1w2e64N+oG3bP9PHfRXwncDrgb/atu13lMq7IABHv2iZQilZfZ7CPk00XqMopaNGSnmqvPM+rZxDsWLzi966w9lDp6LBTbw3ev2ApI/q3+u89nA++9xRZ68ZZEQxWmu1BCZgfZdJ5BUUyhSS9069tCULrUZmy6+WSunHlD0mfwQwLJ2WtRz1Ke99RXLpeK8OjxgW00u8XQgfDbxj30kUt6/CBTh4ZL3g+kiFKwynGMMw1WuNCG14iLdlif4eXOe7mTFjxhFzVm7fs8BGP5tXL3rtku1P2UF6mudpeUc8/lPbtPB4VS4y/l7gLwLfl6T5X9u2/Vod0DTN64HvovsywovAzzVN8762bZ/NCrsgAOc32Zx+0R3zrFx7HjA5SU+QZ5XZcuzzipKYs76bKBpMMm+IVs5TZNdxouAjcGPJxpXqNfIKRWlFoYolqAGNpxxL5eu69QbR2ndcS7X1EwHDmjBLY/KMaWsr8yv5atZDlfperQVv+wkm3APh0bNnpwVbwGOf3abz3nMk0xU6L8tVhg/PLunWwB2yvjhYfq2xog0f0SFXGD7lILQI5IV1Q6HTzXd4Ayv2OAJuM+cWb+DWXSC0VGm1Z8Z7/owyT4j3Tk9yjCjxKoGbsxivptDpenDatn1/0zSPTsj6TuAjbdt+FKBpmr8NfAPdDpOQLgjA0bTNwKEb3LYDRMTDWvURr0yReuXUWNjHrCslj7THo2QpeWVZqymSz6bR7uVrwON9/IL1XRy6LGsVaUWot8br83S883e0B6umLrXcQpHHK3qP23pEPKrNX1t2iZ8HDiLAoK9tW6kpC/zvJdk4nSZ7Jiujlya6r02jaWnS2HUmc8Un0xtjrg/ozrF5hK7dSz9aKhm8vq7fl32nV4AvoztA8zrw03RjiKzZEZrTASsNkAbeK2RR8eDN8ae6RB9JW8mObpBnsuFW1+iw6D2WAIjtzx6V2o1cR+cRefm1XGf9qYYToQeapnla3b+nbdv3jOTxrqZp5Nsg/1Xbts8ADwMfU2leBL6wxOiCAJzMVTcGBdekLaHyMflrrTQdXwumdEdYMnwfRuJksLeKwrMQvfK0otHeM5vGKk0vjZX7OsPx75pPrVfBKq89uuPl6XnfNGmhvl4juaP02fvOyr1XSbcX7/wTr/3Y61Kd2HKitNv21xKd1LvxgIONr532zAZlL0wAve7HOn3JM3nQ/4pXRYCS6JK30wGZD9MtpD4MZF7/F1CzQk9RZevzPLIbHmbEx0mUptwjQBOBdS/eIw9QWx3lLam493RCS8vx9h6cV9q2fWqL/D8PPNK27a81TfM1wD+gs4a9BUnFObwLAnC8Z/MasI6r9cJ4pBtnBAAyfpGVUAOepgA2kUUPSPqkYb3VO5JF30eDe+Zl8iibpoqUu+cBiMCP3C8Ytp/O2dxRBgPoEbkiKoHQqelOi2rb9Zj2X6PUx7TtMWV4HqFSuqm0TX6vnY6hqO68KSR7PWM4hfjNdG1e1gAJ4PE8jFZOneagv17QfVhz0d/LoZlyOrimRS/vpsd3pp7hDnusit/g8siuzfH6/0qlzRYhRxR5emx8Rra9ekallz7jN7Y9bU9tC6vfON9dVG3b3lLXP9Q0zV9qmuYBOo/NZ6mkb6JrmCldIIBTUqYyBy1oPgI5tVTjWi/xG+MerZH1pAYo4W8tvsjStEoy4mfL19MKJfeslSVSxF75CwYlvVRpbJmlhYieXFG5nnyWMqvRq/8sj82v89W269pns4Osl7fGyzAVQHh1W+vZ0OVmMkVtKdMzVpao/mesGxVe/Ip1j6sXb/nrhbmP9P8HDAdbit6bM0yZRZ4dXdZBfy0HFs7Z9Igs8b/x5h1a2O2ikk81HDGnG2rGgBuPtBco0jc2Pnr2qP/WgnabxwM5un60fKW+cvbgBqBtW1bH53uScdM0DwGfbNu2bZrmnXSH4N2ga+SPN03zGPAS8I3A7y/xuyAAR8gqFhu3NPf3KkWKJqMpYK1mt5nHW0gr1JIsJQ+azVuKj+IiC1+76pcqvU43tU3YBe0k91pWqHvOyEMVpS+FW+XuyZflj8Jq2txJ9TvPGq61zPX7Lg1sU57VAw5aN83x30HJyxC1Awm3g7dedyOnhi/YbHvRr5QlRsF1umkome5+O/AkHQD6COuHd0of09PgUv4Rtzhgv09zJ9RBUofyXPsqzDO+bF5LYzcKRFQCsDadTWNljtbgeHzu5XFre2qa5vuBL6dbq/Mi8O30D9+27XcDvxv4o03T3AFuA9/Ytm0L3Gma5luBH6HbJv49/dqclC4IwPk05QGjFPdqI6/Da89VtrMDyl6ZFevnUtTIEr2j6MCxiE+WNrLIvLLn6loPLtFRA5GCPAnPQYlqnj3LUxM+ljyQAbknbOyzZwvaLUmbxCnfAxsRj1qQUxOWpbVllbyHEVkPDnRg4oX+fsk6uNF9Vvc9ry/rcOu1kTU3sv3b9mMJk3eyjxx2eJsFN3iQGSuO2OfOXS9TVJ5HelpLl2tl189JkDYiDSojcOmRACAPiNm2Z/WOV/75U/vpltXxqe+i+qZC/F+k20buxf0Q8ENjyrsgAGfqgUdjG49Nf1KNzyL0GjeoN4B7+SxQEcXhDbbeIKrD7FoZW76mSKF4CqcGnHoUDVrWSrbpI4tRAM+M9XNDMjkjBSrkWV4nBTCs8rVxOOE2Lmp7NW1b10c0UFvgCLlC1zQG3Hh5axfuSrgdlKJ0VKSzJLwPnHBNmTcj8wbsmfgVwzqZ4fyZ9Xz6/WXt86oKFxAiZ/ssVLlzw0t7b3S76nZy3WLWf6JhwTDFtXR4rNbybX5Dzuq1TBfVAhQvja0jL6/t7x4wsps7SrLYciXv2Z6D07acOsA5a7ogACd60dql6VGGzHUae62V4VSKyo0A1CpJY69LstmtlOLerpmusmmkHFvX0Xy3NxB6HpADNj+p4KXTcfq5ZdeULCj2thbbZxDS9XjkhGvZbbjc2/c2dkD0+HhgJgM5XvlZ29CDkR44IQYidoG6x9seTaDX8Oh6sYvO9b23/VfTlF1tpbQZjX2X0qbl2fUi96iux8qu28pN1utd2rIF5LrPeqB4SQdkdPuR/rRk2KRggYnmExswd4r6T8Lm5nlEhjHe0ix9RlZXZzwi/W3ze+NKVqZNu+KsTzLu1uDsAM45UPSia5SQp5hL1utJuQy9DhN1Ig/oSHiUp8YKt8q1RFoxanDjpasBZR7Z3RGSP3oeHbbHpvLYp64eapSOvvYUd2mxdPQeJawEPqIwrx3YOvPaeM1zRiTAGDYPqisNPJqOg2tbxzMnvkS1QCQDih6ohM16zYCC3Au4idJ4OwrlekZsYOg0tj8Izdk8ukF7PyRsZvJcUenE+yCyvZlu4fEh3ZTYdTZ3aumyLLCKjAv73g4ZptqEz4rNZ9D3mo/VR7a8Etk6s23FAySZceMZHiVAa+/P2oOzAzjnRC3TGm80oMhcccRvLMApWQBWiWu5rRyRJ8Dy0Pn3GTp4Zh1Gz+XlsYpFK9JlIpuWweMp+SNFV3qnCza9AjX5przT7N6GW29TKX3G1wvzBuCoDrOyrBcnmuo5UHlWlA+QtHLqQciW4R0+Z+XNBpYSlerDA9f6/ZXSR+V4gCJL5/Hy9JIFWiVjxQM5thxdv9o7c0A3ZXWFDvw8wNAW5LMNmo+8H1mPI/yO2GxDFqiIrHZqygM3GF6wXs/ZuxrTdmyeqH2W+HuGzpi2vOLsP9Xw6qMLAnA8soDC67gz/AblAZIIAGQI3LOcrQyl9LUDr7i+o7KE7NZs/Yx2usGTL7JKanYAaNKgyFpC0UCWkbzLuVOedk3vOXlqPTeZUossxAjYZu81qndb5/o+ei9jyAPeEa8F69NHOu3YxbJjwKJXB2MpqqOonqM6r63rK3S7ja4yfCphoeL3GdqtAABbrtzXeAC9Pud5fryDGmF9cfCK9c+8CFgRMLNg0D3aMNHlSPl212UEJG2+Iyde8lteJd0V6enoHWeUpSvx1OOPTgOb7y5q92frTWk/zblvEz9puiAAx56DI5QNKNZSlWtreUT5I14Z6bUHNenHUsQvGvj3zK+kHSNXrdUYPbctO8pXI5OnGKQMC0CiHWBjgAfEUwolntkgmbXlEoCNwsZSScFbCzoCslFea2jUkKSza3jGlpfly/pyNihF5cHw2YIrKk4/gwYPsPlBXFuW5u/J4vXFfYZPJyxYP9jSA8ma5z7DgYEzuk+pXOuv5aC/F1hfM2dlkmsBOrC+Bk//e9PMc9Y/d2E9fDPWDRlLXpwGDvsqzMqdtdGacSG7z3SDzZeB29Ontm3P/aC/k6YLAnA8V53XGKz1oAc4z6LR+bJGFVlNNR6kyKqooVLnsB1Dnn/F5roHq1Q8/qU6iJ5nzDPWDkSWZ6ZotCL1FrF6+eV5rGWtB4MV/mBi20LWDiLZozwlS9U+Q8QrS+9RpOQ9Q8GzXMc8u1dGyeAotZMx6aL6GgvE9PWK4bRfaUdev9hnmLo57PPYaZYM1ESDpuTXOs9ODUbtY8Xw6ZQngXfRgaXDPkwA3At0n2x4hXUwYnWLgA3dt2pIGyW230lYthg+Wh9n63OM0TOWIpDlpcm8QwC/flJCVVHbthzv1uCcB3mLjCNLeq7i7CAcKfEaa9am8wY4yycKryEru5QZKWdROJ43o7asbD57yfoXuXX6SN4sjdx79bgtzyiP3bFzQGepXmE4NG2h5PLaD+QDTE1Yjbxj89amr7Vcs/y1eXT6DEhoqz8bDEptRYN7PeCJBR+9v9Lz1NSr7ERasvnBV91e7QLdGX57LoFRIf0+lipe89cGT2RgLPEP2rsJPM9wzs4em+uxZub/ALjKff2xDEfM+t1Utl5qKANI+llqgNyUMsZQZAhPLfesd1GxW2R8vpSBk326wWrOsBpfp/EsPWvVRQ0zKremIU/tOJFVahWXZ0VFW26PWT/8LivbKknJj3PtleWlKXlvPOunVEZEFqTpgeSYDtRot7UdmCJw41FmGZ+U8jwJ8ixaG+eFeVu5NelFwxFPr22W5LJt3SMPIHqei4jPGCCRtccZm9MgUX796xkjnlfMkn6mx/tfDdC9Npu1QwFpQtf63wUD+D/s09ljGWJDrvsm1SXW69k+szWYZkE6VLwNz7w7Y42MqUaAp3M0DzvelHjtFhlvSxcM4ETeC4mT48ph3Zrx8kUDWVZ21DhrG+1YijpX1CEzhWYVZmZtRApLQIJXjlXamcxe+EkBgQjIWt6irBf9vZynI1T7DGNknqIsT4pq3fU2PeSHyAnpdRf2OgNHEZXqyYIA2weyAa8GQHgyRADpSv+vF9UvVfycTU+WBT/2ekY8LaXTXKObUoJu+ug6w1SZB9Klf+oFwQfqWoCSBvwLhv6h+c7YfLcCgBbqoL8VvjwRjQEkIsfSS6jia/tTjdFV24c9qh1jZpz5FNWnz/9bVCdNFwzgCEUDzZJ1RTfGgqkpL7ImtuGtyyh1Lk8mbe1oL0WtPLWWccmCFbKDSg3/LF1tGq2gaxSpKO5FRbop5NVZZhl6g3T0/ktKdqzFaNNFch+b34g8T5+Xx+6yi+StbaNe+TrOPqMOy8rR8dZIkHttWNmpmCWx59RbcKt5w+YiZQ1+9hk8LyvWT+vWgMaSBjeyOFroen9/hQ5AiWdqYfJnoLUDRHdcA0M/s9dndTrPAPLaiLewGZXOe/f63gsXsnlLvDR577aWdgf9bUsXFOB4NKM7kOpxhtM5XyE+3lvnixq5bZCeNRp1KJL7SA4tT03aLFwrlqjTRVavx792QLV1M8cHXTWDdzTQexacdz8GnET17slZo3TtdIUtxypKu0bEewavbWZgZ99JU7JIrbfAo8w7Uku2L2kjIuuTmPSaSh6bUv4SRUc1yBSO7nO2HUdGQs2gl4FNGBYDaw+LBjeRsWf5RvUku6qu0unVQ1NGiYS31J+c3bVUcRa0RaA066dRm9A6qKQLbXgWVpNnjOfSej6XI/JuT7s1OPcMeQOLWC5ifUiHiBo2Do9I+YsyrrVgIxlrqaTQvcFNrCLvPAz9HFHHzQZiITuweQO9pmgtRKTsvTQeZeDIpqkBjGMHu7FWmq3LCMDVAsua8rz7rE1aGW1d6nzZThZLUdqsL9m4Un+LZM3SjaWsPZXWfmR15uXxBnX9D+vTVzK1WtJ1Wm6ddmHKOwDeQmcs7rMOTBasAzmrD44ZQJbnSbOAy8qlgZMFazo/ya8tVwOFGn0wlSKdVdsvrF7crcHZli4owIFND8WS9cZh54szqzsjm7+WvPQ1A0gtb23NiAL1FI7tdFEntDJYi9oja7FaytaxjH1eXV4J4Gilb8O99LXylCxwq6C8d11zn+XVctiyIxltWfq9SR5bXxGfUj3ZqQLNy5P3JCh69uh91JRv00YGhvd8Y57V7viy0zKw/vmEkkdA8xEPngYKoic8kKzLPQB+F0+w4Ig5L949cfiQzjMu7cUey6CB0L5KIxS1Z/2/7Hlkz1rSn1ou+75OiyK95L3jiKaON9vTborq3EjPRY6xXu0cf5avRKU82aDg8ai11oV3iad+1rkK050q8hRkA6wlb3pO0mdKpkRe/dUM7qVB2LvOnl/zj4CIjsvASg2QiagEUqI0NeBGKBr8o/cQAeXSO/NAx5Q+GPHMALj8lga3mnaly7a8rcEl+e1gpo9xKLV53bdt381A44phl6AOsxsE5nTTTnrqbd7nXQI/yYd4vE8rIEs8OuIV0SBCwNmSwdNzwPq3rjDp5TdaJ5St3dLPLOlXAb8a/WzTluIjfeKl1fKIMa7TnD/tpqjuCcoU25J1d6QdCGwDr2lk2rqNLLVVcF+jLDXVWJXe4CYdSBTQTF3D5qLHaOD1pp+Ev40vyTgG2ERyeWlr6zRTZlF70HGZhbitQsoUaEm5bkulOtFUeu7SfQQWp9RfTb3UGhkRCPPiNBjzBmn965Ul/VKnFS+F8IxIP7MeFPUA7/UHmSayaxCtnpKzbQ4YQM4rdIDkUdbPiHqB4WObhww7tbSs4uXR/3M268yCaamnFZuyav76+cZQZoxExk7UliP+2/TZsePE6VD0xceLTBcQ4GiKLJjo3svvUWbFe40xUoAn3VxqBictwyvEVremGsvGWqIlJWOnKiIaa8mcRJ1G1vZplmnLHxNew2sbGTNPgC4n6gtiqdu8MrhHXj9bRkY1dWO9G1lea6RoWST/Pt06lEfogIBswc4GbA8Eyf+eE+eR10+ztJr01GA2WOv8Yhjq51/QPeuBk08/kzaOdHl6ytMjzaOGdFmRx2es/pc0njfMlhmFZfLX9vNSPzsb2gGccyOp+qzTS3ym8Md4Umq8PRYInVfjtMpGk/amePP7UKcYxDMk3qCac0bGUDTQ2PhayyoDr/p3yvuKyvQ8FWNAy1TPxklRyZsQhc1Z9wIsGaY0bB3oerc7XKbIm70Lm87miYCNxEl/WbDuBc3kzcCE5yH1BreszXjem5IsUbv0PCVC+wzTXPLx0AVDPUS8BSztM6zD8YBMZCBGXmRNdqotAnlj9VCmB+37isCjlOvFaXmid63z7BYZb0sXBODA5vHgljIrDXwlJ9c491F4ZHXUDJxTBn6vU2QkA8wUL4HeJp4BhKjjenFjtxRniisq3yMPoHpK3pO9VEam1OxgXgvIdF6r+MY+77ZenTHv3/aHfdbL92SyxsgY0lvLa7bgRgAr2vKtB/5jukFaBlT93SgtT7TeQ/hlwMWTTX5rDvrz9JVc6/U+wuOIzXJ0GXvAU8Dv5l38Bg/xjzjiQZ7hK3mRJ4GfBJ5WZYi+mKtfqT+ZptLhmlZsthEBld7AH4Vl7bxWZ5ao1B/HtOXMcNPXZ3sOTgN8xpmWePp0gQAO+CDE6/iWSlabvte8bDmewo4sQ49vbYfU+bIB3+MVAbSsA3pK0ZJWjJaf91xyb3ll9W3jvUHbK98DKV69RPxKdeQ9m+VrKUpvw6JBNuJRAmNZnXkgP+pDpfaiadH/CriRwc17hsjaHkPZAtJaYFjTByVdtoYte7d6sI6AlAzqQnMVr0GH5mH52TZ/xPpUlX4XXr65Chfgd52P8RQP8Tz7PMdbgVu8m1t3p7JmDJ4dIbuA2v7rMj3Sz1zSddEhkZ4ei3RuDYiK5BxDkd70dNj50evYAZxzIkGyUQOIFJxQpMhLytfmq1H62UCsrdcMFHgyeJQNjplMGWVKwRs47UFtFghm6y+yZyvJbuutdkDWfMcATfvOIvki4CFxHvgtgbisjkqylJRrFO9RNgAs8Bf4R1QDEoW8Aza9+FLfy0CQV74M/BoweLwzsm3T275sn62Gt33vntEXnYtTN8U24xj4FLBgnwWztbrSoEuXqRcWi3fLM3RQ+YVf1GasV8fyi8CPLWtMmxwDOMYYGRGVQPPpUwP8G+dS8unRBQE42fInPddPks7GldJHFttJUOZlmMoL4gEgAkKeHNEWS81fp7fz4RFNnaY6ifQeSIkWQWbATl/XlpldZ3lq4qbIYikCOF6bmeOTp5BLMtlB3S5Kt6Amats1i02F5nTrSmCYPtHTQDZvBNStzJqiwc0+qz0nyK49id5FBIT0oG89JjZOh88YprTnDKcWH/McBzzEO3iI54EZ9/Epbtz9bhVsAlrhs2BYw+N5cLz+JTuwliaPPRjQntdk+UdreEqGpKVSX/RAsr2f4pXR9XS2a3B2HpxzpUiJRnPpHnmKx1oGmSfIpsGkH2u1jokvWZ/2GaZ4byC2tLxrTaVnj0419iiqS6/eo/w1ctUqoKzcyOsmZUd5a6y+qL3WyB/xy+q9BLiztp/JFz13BvwiQFcqM6Ml69uzLWiIAENEFoxF8krauSNrBFxsH87OsZI6ic698fRT1nb0gX3d/REHfIKHgQ8yrEU6UGXp8uyzWS+W9dzIrz6YMNL3Ine0Vkc/Q+ZJKel3e63jS+tBa8qJSMv7GyPz7sjSBQI4WWOe4tLTQMB2ggzkeErGCyuBHq/jREpd59Fy1fD3LD7vObWlOmUXQjQo6/y1W8cz/vraK8NTpFG8d5/x0vEloOCBnNoB3bbNmsHfk9nLU6qLGmCt25Z3kF1JLn2t20RNXo+8+ojAhzedlS0Urmn/pTRHrB+Ol+XxvKQz1vskrH9nTLcRDcxsnPXiaP4CNAQ8PMJlrnKTBfAEN3kDt1k4ZdkyvXL1s5Xqyou3B/t5ekvnjZ5T54/uo+uScRBRjb6wac+HdouMz52iBjCna0BL1juWNwCOsRojZR/d27DIeooosrjtM9kFv/bek93GWZlqXLuSTluTWXlW4WTpS/JG9xZMaHCg05bAY025muzUKI4csPn+MOmjMmqsbVuGJ3MGgGd0fUcWB9v1UnYXj85jvQwWvGp5jlRcaUDOni96zpI3Qkg/q8gVtdHM+h8zaHlk24N+PgFbeyYONgHCvL8X4GT7hVdXXluUehHQdAhc5zYf5ln26U47huGgvwXDIYFeW7f9IPs/Dn51vPDSi6WtrvfaUdZnMoBUAlD2GbO24lGpHKGzn6LarcE5N6pVYtq6FwVgG37WsGxcyeKPvDx2oK0hOzB7nqHo3lPCMmhZhWnlhNhzY2XQrmTLL6pfK4O3Fd3j48VZyiyuGlCpKXvvUbnR+xd+mm/GZ0y6KfGW9ummGK7SrZWYm3j9Lj0w5IEcTQIe9ICl11jIYJUNVJaiAbuWpFwNOmvOXYnaqY6z71zuvcXPHn+dxnoshLSsN9ncqVbSZdZDpnWU9OlF//tBunf8Fi5zwIwVt7jC5nNaEl62fVkALPWip6i0jHrpwUqFyTNHdZrVt6eTS9dT9ECm22rKHKu3ToZ2Hpxzo4Zc+WiFKY3koP8/Zv1Y8WggrQUWNYNfRB6wiqyEsXxhczupWDpiGZbmrTMAYvnPGQYvbRXrefiorEiB6+eprYco7RgeOo/+3ZbG8jstZRcNvkcMVvjNoEz9DHpAmpkwS952YRnc9MBca3lHFL3nyBuly5V03m4ja6VTeZ1Z9F5/yCx4TV6aqW3D6jHRjQJyrgJfCrwdOOI2C/bZ440c8Em+guEAwBcYPtug61R7xjw9p38F4Fq9ofllO6Y0laa+vX5wUmDCPt9Y3hlA2tFUuiAAp+Sqs/PRdmDRFgLknc5TSJHCishr4JlVsS1JedG2UB1vQU6tchXaZ/3cjGxQyoCclXVqPUTK5KIriG0Hr4yXvi9ZxOBvCdZh3o40PUAtTZg3oGXy2raqPTCwvt5G31s6Dq4jGvsOIkBfMma8etD1avWZN0Vs8wt5Hiovncj+KPAWLvEUX8f/ArwEzDjiMd7P7wA+AHyEbqrqiPVntoB2iV/Pnn7S79PSHvm3uzywWkNRebUAwxs/dHjmubHtwEt7touMd7uozo0aypbQnHVrcMHm3L9HkaKwnhD9K/kypF4qz2vs2SDjWZS2I2nFp6eRvOkpTyatKPRvKa9ntUbXUk5pMPKUoA2PgFoEmiIFU6IMqHlhtaCt1vs0ReGW0m1DpbatQQwmrJZvdJ3tXCotLo3iplIEaErpa2Tw+rsXl50zFeX1wmVX1OcBb+eh3uvd8jL38Qs8wUv8Fv4yv87v4738EeB9wE8zABmRSby5QrIQXeIEFGmArHWVnKOzZJ0kTE9TwSbYzUjS6N1mUV+rfa+RoWj1r223M3Pt0dmfZLxbg3NPkNcgLMLXAKW0ZTDiXRpk7W+mlDLFVupMtsN56bUs2stywFAXYhWKQrLKLvKyaK+PHbg8eXR9R8BM7m0nH1NHmYUU5ZEyxsbV1v9YZem1Ha+MMQNpbVo9OEVkp3dq3oPmXxMm5UQ8vDrKjJazorHvSAY1Sx44tvnss2bn8sg78/pVZCDI2rqOxye4wid4gvt5A7/KY/wq8ApP8AHeCfwiw86wK4ZfRBrMrBjWQmndIv8rc6152DbglSOyWCNqrq5Pqq/V5rPnIHnX+r3BWQOcnQfn3Mh6cDKa0TXkR+gG9yXr88SRleMhaqtE5qYcyevRGIvCezYNKOy5C9Zz4eVdMoAbuyhYe7s8V6n15Eg+rXSsmzyyTq0iWbGpqIQ8ayYDirXWsKVagDuFpirLbcudShkIlfCxUzul8mpIv9vMcDhJEh1gy7IDj0d2Ib3mKf9zJ33m1YkGYbm2i37tu/TqzANT1ii6yR2e5qd5BHiYyzzMW/lFLrNkOM34kG6a6pDh0ETY1DX6Xy8g3mf9vBstv9CRCvPWdNl8+n155E3XjWlXkX4rGWW6XO9YhKh/7Q7625YuCMCpId1YVgzbGaHceCOLIHOHl3hqpRgpx5IXYYqnQfh6iyo1wLPeG49EdlFQQnM2yx7T+WvK9p6vBH68MrPBowYojXmuqYCrpjwS3jp+P0hnwaguK6rnEugqeaciqvFswQAIorVlJ0HWi+EBcjtlG+kFb/DyqGQIZKTfjdSPeOE8QDiGlv3/u3gjV7mfQ25xwA3gQ7y1/w7VP6Vbh/MCg9Go5dI7qA4YvDwHKt2ql12AkQVCJcNPqLRpQijT3Z63yLbPSF9N0QMnaSzsqEQXBODoTzVElqZttMfUrcHRPCKyiqMWMC1N/hoqWV2Sxj6zWNrW27NgHZBopZyVIWkzOYWnTHvBurLx3pm9jqwurchLg4FVcmO8KFE5nsw2n6eIaweWTInbcK2EbX6Pl5c34l1bV3YdwVSKwFNUz2MHgTGDu017PLK8bLDyBtUlm4YYlHWT5QP5oYH2OUr9XOgmclLxJ3kzn+RxOn3yEreZc5kDbvOWvuwFw/fHPM+RgJoDYM6lPu7OxjNpYywCLJnBEgETC4TsTixLHuix4ba8qC6nAE3PCD5bD85ZrMFpmuZ7gK8FXm7b9m1O/L8H/Mn+9teAP9q27Qf6uOeBXwV+E7jTtu1TpfIuCMDRZBuVWACa5gyWbI2VXgtYonvLq8aDkOX3+EWDmw6TsvQ2zStO2mybtgc4xCqLBjYBVUtyBRSV6ZGnqMZ4fDyw4qXV7SN6rxEYyUBQSblpkDrW2s7acaS8T8P7YduD9WyM2dVyEuAm4nPS5LW1mnLFQ5QNmlk/10aKJT2427ZdOv5hrsIP++sv5Y08whUW3OBBbtBym5foPOPigTlQvFbO/4zNRcdR2430ZNbna7zqWRsqGRlZnm3I6x9jZwguLH0v8BeB7wvinwO+rG3bTzVN89XAe4AvVPHvbtv2ldrCLgjA0WtwImtVK5nanTmnQZG1f9I8PYoUn/bqiHer5JnQ9XtA9wE++/E88ZLJvVhg1oukKQIDEXgaW3faGrTTBzULZqHsobALA6e+8xrvTc19TRke2BjriamtF620x27djagGRHqDwhgDw/M4lnh4QFzzODbXpZ1Otu9pD8d+EG5l9rwP1mOk4/YZ1iyu+uu380W8l5Z/wn28yIwVN3gnz/H7+ABvpwM6S/zpsQjsiJySVq/D8QyM0nuL2lbmvdHk9avI+xK1gZJHycprrz2wI3Fnu8j4LKht2/c3TfNoEv9P1e0/A960TXkXBOBEXxPPPBlLJ86S59700kRljeGtZavhFQE6T5ZowDsGXmHwcs3J+RDELfp82U4XPSWYWahRGSJvJk/NwF5aCKp/ozzZQvRSGR7VenjGeKF0ejuoeW3Pk/ks1gDU7I7SFG173qauSu3Gej6yfFn/LT2PvvemZL1BVdKK8SCkQYXtm970VPQLXb+9yeD5fjtv53kAGt7Jr/JOYEHDAfssucTj3OHJPt+H6XTMgk0aFgbfYdVPU9m6nqtnEc+QyBS9N70TKwPd1oPlySdkDWYbHt3XpKk1DE7KGDhXeqBpmqfV/Xvatn3PRF7fDPywum+BH22apgX+cg3fFOA0TfMu4A8A/y7wmcBt4JeA/wX4H9u2vTlR8AmUKXBrIejfA9Y7hAzGlq+99sqPdkp45Fn21oopWYaeTB4gi5S7tfDEXXxE/Ry9KJ5D1pVTJJf27nj8vPQR2TrK0pYAoLZga4BSBB4gf28EacYA9ExG7/1k+aYA81KZEajK8kX91OaVtRszhrOsrMfhmHwB8kl4pqI1Ydl11A+1FyPSH6U2ruupxgtp82ZTIBpkdPX+AZ7ifl7mCr94V+YVD/IxHuMOH6QDNtcZTon3jLmMPB1SIruTSofZ57LtJQMPni6uNcp0Wu9Xyi9RNl11oeiVmrUxJWqa5t10AOdLVPAXt217vWmaB4Efa5rmX7Vt+/6MTwhwmqb5YboW/IPAfw+8TLeL7Ang3cAPNk3z59u2fd92j1JL0WDhDUBCMqg/3v8eMnRK8L08JcvS7rSIyAMxuqNZsAPxc9R0NDtg2H+xzuYqTC8OjsjupMqmnyJZrZxjBt2sbnRYpHg0n5lKqwcLvU4g4mXliTwNUflTqMZaHJP3pOXwXO7RAB6lnbPumtdbjoXs+9CGxjYLni3p/plNHXjxmc6Q9uXVQQ1l7SACjZbmrOshXe8zOmAp6/VeAa5zizdwhYfpVP+SGZ9inyXDt8s0SLHeGXnerC/tmfQWONq1ghEQzQxenS/znulfG15DkYEtVPO+T7ItT6Exx7FEtD04a5rm84C/Cnx127Y3JLxt2+v978tN07wXeCcwDeAA/76zmOfXgJ/v//9c0zQPTJD/BMh2ZM+yluvr/X/J/ReBJrnXfJf4DcEbjO21tTis3Dq/zhdZzJn1PAOeovumzJuBx7nMVboP5y2BZ+m2fH6Q9W314h4W5ZB1fK3UvGfR6W09WgBYs9sh6oBZfWSeA/1fA2wseetaPGu55OEQipR1DXDM+JfaVElOLzyaFilNh2XXdt1UxC8L38bVb61ozUf6vfUOZLz0ziANlLSH0zNo7HuBvI3rdB5ZL44GZ0uG70rN6fr/FZ7mK7mPT3EfvwQc0jDn0l15l0Z2zwA9Vvxn/Q6q2rrTfDPjVp7ByqFlyKjUB6eQZ7TW6InzpobtQdZ2z9Q0zWcDP0CHPz6kwufA69q2/dX++ncAf6bELwQ4Am6apvlvgO9t2/ZjqrBvadv2PWNWM29HsgbHNjzb0Y9MHMF9yRXplSPhR0EeW1Yk71j5onhPJgv8DujAzVdwP2/gfl7mPl7icu+1+SQP8yHeDjxNd+z6h+mADqxvsbcAxYKDSKnUKinvWa0yLymirD71vc2zYFhj5JVXq+wkf+QRq1WYXvseo4S13Fn9WB7WgrbpYJryy+ov8vZoL6HNO3XhsueJsTLItZTvDaY2fw1pz2lGdlDM4vUalQjwlHgIMBB+8oxvBp7iMgd8gjdxhbfRfZPqQe7cbScHbB7Yp/XDkvVvac24xIw7d+tW1s9IuR55a+M8gBn19ait1NazF15Tz7rfRkbGvQZu4GQATqGEpvl+4Mvp1uq8CHw7fcW0bfvdwJ8G7gf+UtM0MGwHfyPw3j7sEvC32rb9h6XyahYZ/3Hgm5qm+WNt2/6jPuyP0G3fKj3MAZ2r6W10KOU/BH4Z+Dt0X3V7Hvi9bdt+Kuck5wFk1oJHM7ov417rrw/ZnDMugQnNS351Q/Xc1pIuGqBseCZLKd6CiBWdMr1K912Zd3E/b+AJfomH+BDds7+Bj/JWPso1ug/nHeLXqVZcGvCIV0fWNtl/2Ozc2Tvz1utoIFmqP/C9RB7VAA07RRLli8D1tlQCJl546T7L71mcEO/K834tLwu2PZk8LwWstzWcNLXPFhkF9lmtN8UbfGoBqpB+tptOGGxOwYwFwREIHwvOYQBhSzoj52luc8hzfAGfw4d6TnNu8CDdpxpeYP0kY6/9DWGXmLFPw4o5twF/95Sue0+vefdRmdoDV9uHojCvP2aGB/gfsbV5My8dnPU5OGdBbdt+UyH+PwL+Iyf8o3TW+iiqATgvAd8A/L2maf5+27Z/lvr9a98J/MO2bX930zRiGv0p4Cfatv2Opmm+Dfg2hoN9Anod9RaKtWoW+F4XraCjATO7F7LWy8zkgfIg4D3DWIWq82qLe8abeI6H+AVanqFlQcPDfA4zXuQxuglOUSxiwe0zfPROeOp1BNrCXbGuqCLQEV2LnN5zRHWUtYVSXMl6s+ks35JiG0PZe47aTClfVk4Gusd4AMZ4hqLyND+Pate5lChrP9K+PRkExK9M2BgPkl1jIu3ctm09zRKBsDHk6aAaUKgXb3droW6z4Bd5JzM+n0/wMLfvfk1cG4miL6I2NecKd+56jm8z5ybXuHPXsJK8YjAt2fTi6XZ0bMKWpkzb5kpTnZ7MUq43TkTpS+HZGixPB571NvHT9+CcNVVtE2/b9leapvky4H9omubvAZdLeZqmuQ/4UuA/6HkcA8dN03wDnYsK4K8D/5giwJEXHTW+zEoEf81M1Hi9TuoN2ppHpIyigd1Lq/PoeO85M6WnG+h14IN8gC9lnyUPsQJepuENvNIf3tVZYAtiq1nKy54lqx+PRzRQl9bgeHXjyWpl3HPCs4HVKzsrYxuw4cXZaxufgZMaEBSBUCuf129gO/e6N9hEgGHbXSWlwWiJTxaYkPzWyDALrjP9UcM/0xGY+0zf6LzXGQ717N7/Lb6A+1hw++507oLh+AnRG5HXsyv/Esf9AmWJOeDW3fU+Ms0l91qHSf0s2WybQnPWgY/O69VBbX8t6SN7b9PXgoWor541wHkdr0WA8zRA27a/Dvzhpmn+GPBvV+T7HLrR8681TfN24J8D/xnwxrZtP97z/Hi/5WuDmqb5FuBb+jsVE4GZMVa9N1hb5WIt0KgMD9VrnpHCseVEspYUXVQHsrhvCRzyDO/gJm/gCp/iiDnP8QTdImNZhL3A35Krn2eleOuBylqe0bx4pljsAsxI+ZeUVFbf2wyYEXAYA250eg/kZHyzcrw4j1cpnZc2KncssIvKk7Cp/MaWXepPM9ZBrudJgGmyaj2jn1nCrJcqk1cPRDLA63APqEf9Wt8f06nt5/u4I+5jwRP8EvA2XuQqm+uJjljvU0uGHZrd720eZL//WOeMY2YbOtjqBx2mp62kLB2/xG+3Xt+vochwyvqCV0a2CN6W561HO+spqtegB6dt2//Y3H8X8F2VvH8b8Mfbtv2Zpmm+k246qor6Q3zeA9A0l/o3nVm+teQpliwN6tcbXDOFVFLcmbKP4rNwTXsMFtEL3OKIZ7nCJR5hxl5vjR0zWGFHdCAnAziavHUzJbmy5xJg4ynmCHCWyCq7ktdkDM+ToLG8aizQyCMzpoxMwZf4R/2hBJRqQI7n4RrzfDXgRkjaoR28p5AGBHaBc6n/WN2jwz09VgNivXD9no7oPDSdJ+tFHqFbRgndesY3M+gKTbqe1vXIihkr9rjce3ous+QyV7l9d6Gy6CoNKPVzisfGxoMPGPQzWbIGmqUaY7lkcNTqKJElWst5lnQS28TvLcrOwfmXJBCybdvPK/B+EXixbduf6e//Ph3A+WTTNJ/Ze28+k+6QhQLZip/yEuw8fuSVqSmnFJ6VEYErT3GXlFqk5HTepYqfs0/DjCNW7HOHA7pj2WFYY3PI5ny68DtQ15GFpS1gj7JByVvjkL2nMYpEl22vT7JTR2WMzVui2sHas8iiciKgYsO89pbJkKUZky5Ke9pK2Q6Gtk696bYaS1jSeGAx00s6b7SWY+xAKf16r5dh0eftNmjss+QmBwxniS1Y/9imlK29GYOOWHHMilm/C6ujfY64zZx1D5R+pwJsZD3g0qSxebx1Wp7BNpWmtGdNXpuI3t+ry5NyXpR5cL62/23oTi7+mjGM27b9RNM0H2ua5nPbtv1l4Cvo5kSeBf4Q8B397w9WcGO8FWrJm/bAufd4eODDo9oBqhYgWd6RbF76q8Bb6DarXQOuch9zLrPkNnPu3P0i8HU6d/R11lf+e4OYrj8tj3RGWSQoCkvXOcT1r59Pd/CSch47sG0Lkk+7jJMCN5rGWKg1gMFTyJFF7Cnp0sB7Vtar12/mJh7i9+m1f31v+5AduKUPeSDHkg6z61Mi0v1sju9xjfLLadJXge6osyPmdNNKV+n0iazVEc8LpgwfWIgnp1tofInOvhWvkYAZfb8y/xJvy/Ku7fNqqm1jnocsMjxLFAFkHT9mQfRJ02toiqpt2xfkumma39D3I+iPA3+z30H1UeAP061k+rtN03wz8CvA76lnVwsuvEY9x/cM2LTeIG7Tape6J8cYKsldw9+GieVzncHrsuIW+9wChvNuPsKwBkfPbXseHFHGul6yLZ3WXV26trwi4HlRaKz8Z/W8Y9qazecNGpnCj7Zbl0DvWb13W86i/9XeL9uWdd6o/+tnl0FLL6bVesgCgQz8w/r5N5n+se+r9M4kjwVikmPWe1ueZ33NnoAQu7NJ4tan4Vbs9SBnxp27cVrv2PU1K4e/1VPeVJ99t5E+8sgDNRHvqf0povMANkKvIYBzEtS27S/SHaVr6StGcmK9s2aNL6KlE59ZM55CyMCQ5VOylDyLLSrH4xt5k6QD3mR9Z8Ohul4wnGFxyLD+RueHTTC4ZPMbQJ4FFQ0I3rVNGz3ntlRrZW2bR+et5Re17TEy2LZjPW46zAv35NHhdpeMBSlZ37LyZYDGu/aeQctX01Zq25EMzqX0U+Lse/b6TsQn8iiXZIjaoeWhfw8YTj+fA4d8kjndiSFy4rHoFws+hL94Y7o0d1hxh73eCxTJOGP95OfsHUTPZcnql9o2UKtz7Duy7TzKUxO3W2S8LWVrcH6bur3cNM07UNuZ2rb9+dMUzEhD2a1eIt2BpVHus9mQvQ5fUiglt/LYPLV5bTodvq/+hUTpHLIObpZ9vK0LPacuv976gpISmgJa7ABQQ5nimAJUpoKbsfyy9z6lfWdhUXsfGza2bmrbdk0Zpb4TtYMMJOg8NTKOfS9emFe2J1tEpYGyJFMELHXfe4Q3cZWHeImP8SifvDs9pT08GpT4Ml5mzmUOmfVrcVZu/868SrK+RuuzIxWvgVYGgseQp6dKuivrhxHtmWsBZbtt4ttS5sH5c+r6E8CfV/ct8H84FYlcOqnV3VMaX22aGqpB9wTx1qrJBi0JO6T7ztQDdHPnj9A14EO6aSqxsObkH90UpSKNX4Mdudcy6AXdJYs6W3NhnzG69wYEW7Z3TxLm1X+UxvNKZBTJHfEpgewplr61kEt1m8lSas8lyt5LJLsFJDp99I5I0kR1UVovBJug3661mKn/eeF5auvSA5yldpDxENkO+v8rwDXu43Ge4KeYseKIeQ9wrjGcn6V5a32g1+UdcD+H3K/2k9y+e6KxzpvJqdcqZc8Wva9avav56F9bBtQvJvdkqYm/mabaUZmyNTjvPktBcoq+RSVkG6/nKSgNaJafhNcMKNmA6OUtPUeULrO4bBkLOncyrLuQZWHgowwemhfwFyFamaOyvGt9X/LcjF1QHNVdFBfJEMmr7z3QVGsBRyCrVMcZ1bQbCcvyRc8ayZ3RGKCTDVCxByAG9rZdlvivnDSYNJqydnkcXOsw8W7YsHhLdT1lQHQqv4W6P+AWT3GLNwDwIo/S7RHR4MYDJrZfHLPqgd2KPY6Ys1qTW6a6Vvgf8bRtW5dry47eV9TnvbxjFrrbdF5eHWbbg6UxhtJJ02triur/kmVs2/YHTl6cEtlBKvLEWGBjlVpkFeoyvLAMmEg6z6r0yswG5JLFbsvSabWlI+dZzBk61jUGCw3W1yYtEnnkV8vjeWm0VZNZTRnQK1FUl951NOBlg1xpELTlZOA6kzULz/h7z1Nq0zXAw/KplTUKt8o+2hJbW8ZY2Uo8SulrB7ooXbZlXHsBNIDzAFkkn3cmjE1r+1mJp6y16nhfZs79vMw+L3E/L/MM7+BFZgy6RbwM+vnledanyFfs3d0mvrp75pW3+NcCmBX1gEPTWEPoJAb3qL3X8j4vcAOvKYBDd27NL/b/sD4h2NJ90vycqdQYMo9C1ukj3l4+L86zhL1BKlI0mReiBLK01WgVBnQgZt/J51nCmVVvLSwLcuxzeFaYTe9RVlfZYGB5jAmP4iMrsGTBZvwzkFXLs+Y5akGOB9am0ph6Og/SBgHkJ9Fm7TBqv8fmN9IzVg5JYxd2TyXbl7225BlH17nN83yCh/kcXmKfZ/gCXuZ+3sEH+Ho6I+npPu911tfyrT/nnR7cXEJW4OxxZ0M+C2r0IuajJJ3Wb54+snU+ZeHxFCoZO0LR1vDzWGRc40W+OJQBnN8F/D66T1L/IPD9bdt+5EykSsk2xqlegKkDRk2+moGwFlB5YSVFpWmfbg3OQf//CMPX1fXO/0jxzvp8DzBYpPbci0zu7JnlOTyXfQb4PGUxpQ2clDt4qlI4K2UyppzatJ6B4IH/GmBfC1RrqcZYsHGZ8WLvIw+a175L5YLebbSZrvZZLNUabZIW1gHZPt1U1NN8gCf5AF/bh79Cd7zETzDsxIThoFAtr3h5rnODOfDg3XO4VqHHS5/FpeUa0y6id5E9v9c2a/PXyBF5ZM/z3JtXP2VrcN4LvLdpmjnd18T/XNM09wP/97Ztf/KsBOzIO8nYs6SEImu/VgFbXhaBR0rQlm3LifJ4PErpaqzxJcOW8JsMO6eu0ikkifOU68zwgc5iE9fzEZsW38qEWT5ZPUeu0ew5o/r3LKYoHHIF570/T9HVDNSl9pfdR+WPAQ86vebvhdfEe4N+DTDI6j+TZQqNAWzgLwK2pAelOevTUHa9hSeHeEvkuaN1LPvm3pNXru373xYkHtEBmVl/fY2u/99k0CWiV2DYqLAyPBZ9miU3+/V/wxk4sPlhU7uzVW+C8Ha9ovJqY0nqLuv3UD4x3ZZT0mNeHqFsysrTf2e8i+rTLaxOy5t1PlRzDs6v07XQW8BnA59xqhKFVOsVKOXzvB86XeZJqbWIsjS1DWiqtTBjfZpKviljec8YlM+CzVNDdToNcmoUgL0eo3RLlkyNZebJXwqPBt0aMGPlmiXpbJ6I11iL0ysza8u13oUoX2ZgRBQZEKW0+rgCnf4krF7rPazZGeMtLra/Hj/9TOKVuMJgICxVOv2Luvfqwd57IDkjCy73erneDDxJB2726XTF9f5f1t8sGPSDbiObgGHGHvQTU5eYqSkqnV4DP9R1BBZx0tprL61HpTVXNYCmRLo9eLvtpJxzoPY1BHCapnk38E3AO4EfB76zbdunz0qwdTrtucipL7U0gJ0H2U4oVtFVhm3iSwZLbMH6RzYjUOIpTD0Xrq1RnaaWPMVSo6jHANwsvHZQGAOwaqimnBKA02HamtVkwyxAKQ0MOs6WUcurBvBJOqE94kElcu+XdrLo+2z3U1Tm2B028ms9EAJspN+U3oMFDRaY2HTefQaeJewAeBz4SuBd3N/XxYoZt1gCH+h5LFn/vIJ9NpnO7tLc7g8KndEd/OfLveRkqGScRO/d4xPV+1iwU2qTFryf8Rqc1xLAoZtk/RfATwH/BvAHm6b5gxLZtu1/esqynRBFA9c2aPwkGsEUC9jmrxn8Fwyd+ibdWhpRrAt85eTxESutZEHWDAA2b6RY5PesgOSUMqaCmZp8mcfDq5ca8ODxHsvDgtqoHU4FfpEHI5tiqAnTbTNaA+LRGE+RN3ALHTFMnYin1W53zuovel+eJ29MW9D85wzfm+q8SzfuTlOJYQSDwaRJe3FWaHDT6ZoDbkN//o3oHe21qjFgSs9V0iVCmZ6qqcuatuy9F5xy75H1N68xgPMfcvbLuE+BtNXkWTlWUWdKReKtJVbjMsWERZa2pSiNze+l26dTQldZ3xouykTP8YtyiqYgogENNusI6i3dFf5OFm+AGOtpsLJFFD1Xlq/knZjqbo6UopfOllPbpkq8Ld+a8uU6au9euV6fizyF2fkhY7wqY2gKz5p3BgOIECPkFda9FzVtYCzIraErDGv0ZEpKPCsCSg4ZpqoOGb4h5cm3vr7vUv88d9b0xBG+TvF2n+l2KW3C5rVb7zHptDGm8wjNyfXQGNLPWZte5Dvrk4xffZQtMv7eM5SjgmoamqcUPGvH45u5eL10kTxjBl17nQ3K2SBseenONKf7rszbWVeoL/T/zwcy23L2TbhVHp6s0cDjASK5t4rAUzSld+DF1Q7oNeHR4JO1m4g84BiVWSvLNkq55DWJPDae7CVeHkjTZWRWb1RGJmsJsEwFSaV+6fGWBbqeAWZBfAbsSwB0LOARsCLelet9+DHD4uIFm9+602VJXjGa5P9YTU0NYT55dQDrbSOqdwFk+l7z9dpoNIV5UuRNT3m0TOJOmV5LHpymad4D/IW2bX/JiZvTbSH/jbZt/+YpyiclVqbzGrtG41N5jKFs0Bs7yNaAqtLAvKDbDbGis8xgsMaWKm1mWcsWULvmYUas5E5COXgL8rZ9P5a8BX+l621l8DwWEeiz6WrDvfIy4OSBipqBu6b82vqqAa5enhKQPknyyqopxxu09BQVbBoKmrcFNt7Ar8Nr3p3mJf9iyHTn4HSe36t0i40P6PTJs3SrFxZGds3P29hwFNx7z23zajDkpdU8ol8vj6azABZa33jlnee28Rbu3Cknu0CUTVH9JeBPN03zvwd+iQ66fwbd6rP7gO8BzgDcbEu6U5yGwrOUWdqZ12fswFLD84jhnIolnYKS9KLI9NkTlrRynTvxemGkVcA491r5evJa3idlRXleEhiUt8QtN3Ku8/AUplhctfKW3pmXpsarIuFZ2hKfkozRgBrx9/JmsurwkjdDl+tZ6yVPkyevx9uTxZInV+Y9qvXCeP3Ka4Nj+pkmb4eX5bsCrvEk8Ln8CAAf5R18gKeA99MtOJbj0bTHRvIvGTYyHBj5YDC0VuYfNp/Bpjl20pXaoHctZI2Z05j6vEfW23j0WvLgtG37i8DvbZrm3wSeAj6Tbn3YB9u2/eWzEe+uNMQNN1LqniI9q5dXazFkcbWyRmBBlKtYYrLA8SqDJ6eWb6QMojTZQr8sPFp8ZwenKe8xawPagtXrCfT2TQt+ViaNPePCPoutq5pB08o41iLN0uq4bNAstcvSu4jaSOkZonLG1MG29VHi6b2TLG1JBg+UeAB6z+SJZI0WUnvb3LUxo8+mOQYWPMs1nuMP9DuhPkIHbl6gm6paqXwrxdcDJDIlZ4GNvbeerYi8OvM8Pd51BGKyheiRDJoyMO6VE9FuF9W2VDwHp23bXwP+8emLklE0RRVZgWf5kiIZzpOsW1sP0AvWLal9hu2cENenKFqItzbqsu22V49q623sFEctGJbdHRKn1x8In5kThnMN4xTj2DZzr7WxHW33Tmq9cNFC2BqygEimxGwaKX9FB1g+TNcvrjIsNn6B23d3TR2yvsh4wbAj0z6P5n3Ul6c3N1jSfVCDF+vliXafWcMLk07SeNcalIwhC2JqwG4GfHZ0UlRz0N89QBrJ1li/mk57YJjK/ywauO2wSwZAo9N4c+FjOuFJWfsZ/xrFU4q3uzWO6RT0TZOudrHhSbetrL5r3oXXN7L3GCnmaJplDI3J66WtlfmsaNtyS3Vtw4Witmc9OlmbHeOJWLAOHvYZTkA/7OWV3VUStmBTB+jn8q5nSRpL3m4qncfqh9JUreWr03h9oES107lZmprwU6bXogfn3iA7RXUWLyHqMGMQvnVVWqrhOdVDJJ4HXZYsFp7TeXH2++sZnaIquYU9z42XPvPwlNJmdeUpragOs3qzHppMvm08LVOm1DxgMsayjEBlqS4yGTD3UwYCq/Dt4FZS6hJfOyBEdVYzVZSli4Cj996tPBF/G74iByXWU+hNsWTt0KsXveVajJ5Dhmlt+nuJW7J57s3K8JB/nU7LI94cO/2r02V9cZu+6U0h17YNHZ8ZA7b/erwjnbViN0W1PRUBTtM0b/N2Up0tybeoPKVVY9XqdPP+13NlWipZITU0M7+WaqyOKK4U5q3Sv0m3C+I63bbxt9ApsA+zqazkOhuAbJl24V+t7DUUDSZeWaWBGZMuUjS1g3kGsEo8vDBPzinAIqrrmsE/U+K2LZT6hJ6W8GTfN2Fj+EftUl9HdZCVmZWRATadRvLqQd1LAwOYWDCsbfF28dVQBg7s8wrQOKA7B+eA9cP+hJecfC5bxlfmX/PXQEkf+Jf1P8tjDKAvgVAP0NkNKGN0Uql91owXtv2cM7h4LQIc4LubptkDvhf4W23bLk5VopAi6y1T1J7isbsZSmQHeE+xeQi9Rvl5z1TKZwe5KP+euvYGJbGsDrjE7+IKd7jB83Rf5fggHQASy0vnK22lrLWavfcyp45KgCt6F1mcJ68FmNHgbvlIenvGia4bGxfxsHJE7aMEkK28Nr7UZqP+tw2VgEkNZX3P8i21G8lv7/eday+t5VUa2Gz8Ed3CXZtOqGYbs24HduF7lgc217V8Hm/ky3iCZ7jBgzzH49zmA3QG0rO9rFGbLLWXqH3NGBYjR7s7PdL9ScCL1c+6blZ0+mZFuV6jNpOlqckjZPWeyLOszL+jiGoWGX9J0zSP051s/HTTND8L/LW2bX/s1KW7S3aRsdc5aqzlsY1U57Gdwwuziiuyuu11ZCl7v5ZnBLIszRg+oneVrlNdA1bc4X3cuLvw+Krifcgwv55ZGLaeId7p4aXVVLv+pcZC0nGlQS1671PLiMoVZXZM+RmmlqnJWxjuDZzZOT/RGS7RoYy16U+CLM+x9zYsS1/DKyM9iOswTdZzUdsG7HsueTQ8XtI2l3R9/2k+yQGf5Cnup2F1F3gc0OkOXbYADM17TqdvZCp8X11L+5d89pntukCRfanitU6y4Ez37WxqXcurn+G0PRleGRY8v+6UZTDUvrbOwblLbdt+uGma/wfwNPAXgHc0TdMAf6pt2x84TQHHUTSoeAr7GkMnXeC7hXV6/Ss8bXmRMvKUTXaty7BleteZ4p2xqVitwjuk2/p5yPo3quziPlumHaRhXUHoNJkHLJJd39vFlBn4yQ7L8hZkluikzsOolV/Hb1t2DWC0wMSWG8lcCs9kKck0lrLdRl4Z9l14+U6CbNnam+ANcnYAzkh7A22Y5/2IeGvjSe5v9r8HwKI3gARgHPXx8kVxCRPdqfv6vsq3cq69aSuRwdabBW82bOXEWR0bAZiSLraLuj0aA+K9MmzYbg3OtlSzBufzgD8M/J+AHwO+rm3bn2+a5hrw08AZABy7yLiEsL1B1HoXHqADONJBMndoNCBGnhZLYrFEHh0b7g0ulrLn9/Lo9DIvDoOHZsGgrFas14fnbfKurSUWrXMquZ5LA6SnnKI2Yd+JdvvOyD8g6vHSlHnqPAvRLuKOZJ6ptDXWfImX0DKIH6vsLXl1mHkedJpjNvN4HgePb2mQkLSRBW/jvXr0wHgmr723wE+fFePlkevadwrruwO3GaB03awYTkB/gU5XXmXdyzEz6SNAYfnq9JY0T72FfczzRe3CyiFUa0iUdHIpLiNvS/8O4GxLNR6cvwj8FTpvzW0JbNv2eu/VOQOq3UVl02gFoeMWdM6oD6qwpUmbKTobBvXfMqmRPSNvIM0GAVS8fD9mRlcHhwwf4JR0HlCxIEG7kDHpPSuLwrU3AEXk8S3dl+p8LLAplVELEMa2hZPk5cWX5B5Tfk17ttv2Ix5j+36tDDV59H2NvKXB2PYlL40A0bGesCyPTmc9V1an2Wmbp4Av5T4eZsaKGxzTrcHRzymeGPn3PDfH5tkk39LJr9NYAOXdY66XTpjVUThxmDgPZE6Zwop0cibHqw/gNE3zPcDXAi+3bfs2J74BvhP4GrpG8R+0bfvzfdxX9XGvB/5q27bfUSqvBuB8DXC7bdvf7At5HfAZbdsetW37N+oea1uSXVRTyJs+mgGPAm/u7xcMH7/TloVXZjT9E6UXypS1bVTWoszIPpcFXZFsuuPPVdhSpc88LXrhpaT3FH7ksfJkOimydXIWVslplXMSfMfwKKU9yee0bbOGb035J/0uIu9s5nHSpMOyPilp50yXv3bKNep7Vqe9ALwPeJZbPM6w+Pc6w9S+TEPPWffmzVRZ+npf8ckApDyLpJU1QCuVVsqz72BOfM5NbfvI2qe35ijSdxlvIW9K+lX5NfHvpXOafF8Q/9V0n4N6HPhC4H8AvrBpmtcD3wX8duBF4Oeapnlf27bPZoXVAJwfB74S+LX+fh/4UeCLKvKeENUAnMiDEq17eJ7hS7lCte5F7aq06xay9Jg01pLSfLz1LUJe59V8hIcHvqyi9b4KLKRBjOWl1yXZ6beSxZPdlwY7a6l673ePzXfhuYAjL1u2PiOK28Nvc5n8VkZvnYgt05Mpo1Jb8ihTvjVlTaVaGaX9ZWWdJHguPbcF1NvI4g3C0YAcAaRtyBpgUsfX6Kb1r9LpjGOG6W35115wTzZv2tWSnsKbsa5btK7R6aOpcKESoMnaUvQ8NZ7Pkkyaaqa/TpnOwIPTtu37m6Z5NEnyDcD3tW3bAv+saZqDpmk+k84j8ZG2bT8K0DTN3+7Tbg1wPqP/XIMI+GtN0+xnGc6HbMPwGkyU5iTKqeXnpRkr1xjXtVaWkbtVX9e4bC15rm4Jr5mmq1EKHsAguM7quOZ91bYZ77qkIGrKl3oe855ryvPKsNcZD/uMkZIueTFqBg2Jz8JqQHJURo2lHfUF259qvUqw7h2ukdcrPwsfY6SJkePVo32uZxk+2CtgRgyjt/fXH2bYqGDlW5l/bSzp/6g+a4wmiBctax7y6+mEMXWdhZcoyndaXu0KarkXdlE9DHxM3b/Yh3nhX1hiVgNwlk3T/DY1D/Zv03108wxJ1uCM9QSMcUdaqnWb11ha50WixKwHBtZl1s8aKXU7QEVKUf6t0vCUpi1nG0VTQ3ZQqkmvKRqIvPupsun8pQHY5pe0mbVv38HKCa8ZZGfEi1st/+i5ShTxiLwAtl1lMur6smlKukPHRTwjeSxw9epG+s+2HjEPAGRp9L1+dpmSOmT9zBapuxcYvlllAUaN1wbW9ZTI4cmi32tJR+lwm9bWa9bus75ew6OGvD551mtwOAkH0gNN0zyt7t/Ttu17RuT35uXaJDylGoDznwN/r2kamc/5TOD3VeQ7QdJTVLYBWaWcWUOlQWmMezlTHlkjHzvI1pDHS7wqkWxzhlNLhYdYZhEAicrylJdVzpGnSF/rPKV3Ew1AGci0baQESKN0Y953Ldn6GcvXy5+ly/pTif+YMsf0qYimyOg935R8JbCX8a99TtuWtTdjG5Aztv3Yfqbr4Kq6F10h62KOGT7jYElPlet/XYYu28ZZ4FPSnboOvalZrWsgX2/phdf0rSjOA89Z2zvjNTh2L880eqVt26e2yP8i8Fnq/k106HovCE+p5qC/n2ua5rcCn0tX4/+qbdvtq2EU1dR8yaIbe18a/Ep8svy1lmxpsM6sRw9ciKWqrU8Ju8bwzZkFwyJCu7vBA5De89jpjG2aTDRIZh6OCBDV8Pby2Of22so2QCd7ltMGw6Xyt+F7r9FYwFDaHRmt8cv4RSDK9qeTale1g3IGCo9M/IzOQNLTXMesH0Ehi4k94KJ/V6yv91sxLFiWcOE9V2V5Xp5jwwM2jzHIjBUPhOi0Jd2ekYAqeQZdd947ujWhjAtP7wO+tV9j84XAzbZtP940zSHweNM0jwEvAd8I/P4Ss9qPbX4B3SKfS3SH/NG2bbQK+hRo20XGQiVF5C1M1Xm9xZ3eglabv7RA01skm/GIFtLadJki3WddAXyYeL1WpKB0nNfxtQUVKQuvLII4S6V6rw0Xiure42EHtrG8M4raYcTDaxtj+EuYXTxty9DpbFutfTbNz1tkPZZPLW9Lpef10pae3eMXyWLBAvheTe9+CpWmYDzjRe61PpF//cxL1o0g/czaY7LHoHPs8+syxz6vTu8ZfXusbxuP0tn7JevPOXYhcAR+dVhmAJ7xFNWnOfU1zk3TfD/w5XRTWS8C307fGNq2/W7gh+h2bn+EDtH+4T7uTtM03wr8CN028e9p2/aZUnk1B/39DeDfAn4R+M0+uCXe5nUOlCmrSOl4PLz0YxelevlKfDN+WbhXroRb1y7m3lsIKFTjOfKAiLWOvHjvOgrLLOcpVJNfW3snyTd6Xu/9iAzWq+JZrJ4nz/PGlLyJnlzegBu9o2hwjsJKZUfxlmrAQKls73mjvLoeauvUqw/tycnKgPWBVigzuGyYN7BG8kVASOuTR4HPowMrCzpvr/zrj3Cirpds9pPsvdV4gL0y7HvRHh3Ly1vnVNN2MirpxqhteXV+DmtwtsXRpSLa9psK8S3wx4K4H6IDQNVU48F5CniyL/gepAjQ2DQ1g5CnFErenpLXyJMhWkC4ze4YT8l500lC+3Trb8T1WzMoeVZXiaKBOhsI5Xeqx0NozDvMrPHMI1AC1kJzh0/UTiKvSCSLtqi39WpFXplSPdR6vmwZGdV4Zb3yar1LpfdxzPqiWrnXv7YNlYCHkPZW6LDMqxmFjQXkUXrx7EL3fA+weSbPPt1zyYc29cB9oPhYnTPreUkZUleSThtcK1PuEUN9H7FOWjZJs1Lpsnam9cyxCitRZjhq3lZG60n32jf4uuoM6AwAzllTDcD5JeAh4OOnLMtEGgtcrJsZNhuaDfPy2GkiC46ywVP/erKArzAziqwRUaIH+B+2u8qgEJZOXk1yL0pfl+dZLhLvueA90jw8Ze8BN0s6X2nQ1XG2vDF5a8NL77EUb+umFgCOoSnPum0ZGVieAoy8MqakiYBUBACjMEsW3Hj9LPNkeeGRByoiDyBpz9IVurPW3sywHuZQlSFgZdH/v8JwLo71OHleLzs158l8ZNJpXiXyjLCSZ1rLkpWT9fkx/b5UB2f8sc1XIdUAnAeAZ/uviP+GBLZt+/WnJtUGNdRb4SUwo/NEfDyqsSYjz0xGFuxomqLQLQiQ60folJV8b+qA4TMNN+mUl5QZAQfbAY9NvOep8ayjbDojo8wqyjxQGaDy+EUK1+b1FKiOq8lfIs8S9sqyvzp/JJt9hsx9XvLCZWk8OSOaGpdRbV2fFVlwU9PHvXezr+4zD4INy+pDGyyHrH/9+ybrOy8XrC8q1p4Juff0RgeiLveG0opj7qw9l6cTpIzIk+NRBma8OGtg1VJWr14fyHjA+sdTz5BOZpv4PUU1AOe/PW0hypTVfLZGxs49e2misKUTZvN4naS2zIxvdq8p61DaI3RE51JeqvgD4EngXdzHwwDc4iXgA8C/YP3QLu2GzpQDKq2V3SqvjIfNOybspOp/rGdwSpm1cmlXfk28t9ZhZtILLU0+rxybXsjy9ICS5m/7VOSJiOTWaTOr3gOekdxeORE/r+1PBekCAvYZ9+XvjEoGVjYdqWUT/XHEcPaNeH8XDF8aXzAAHLnW7UC8t1cZPMTHwDGXuMKsT7f+hJJ/yeYOTgnX98fq+sjc2zSYcF1mRDUGwVgPm05jaU+l+3Qi1ynQa3GKqm3bn2ya5hHg8bZtf7w/xfj1py/amhRMq/mxysejUv7TbhGlZ7Ad0IYJHdIpIQtSjrjFtf5alMoVOo/PvM9nlY3XOXXZ3gCrf6O8Y6k06NR6MjK+U5VbxMfKE+Xx0o2RJxrEPY+LDotksXJlFm703PZdlUBzrRfCAyBZXoifuZQ3Kt+jTBaPp86XPVME8kprjixpT4utDwETQnJ9heFMnDf36V5gOAhQT3Vrr/hKhc3Zp7kLcGbsc+duuXPWAYiAqRrPSg1w9fp1NA2qp9c1fx1WWuNTky6KP4dzcF5rHpymaf5j4FuA30K3m+ph4LuBrzhd0TyKFFg2kNi8JWUYDQTRoF7io+9Lco15Fq8MG+/JOQCb4YTSqwxu0YWKW5o8GWmZ5XpqbylZVFKevvfSRHFZ3oxHdO3lq5GllKeUNpMnq5ea+LHlRfnGGghjwG5tXdeAv22oBOjG6CcrU1TnNW04IytPBPJEfr34+BrDt6n26IDNBxiAzoJ1r5TwGHTKipkCOCtW7HNnra7kX0/XyGJjDbxgACLeM9g6y96BBTsnud4rSxfJcyEP+runqGaK6o8B7wR+BqBt2w83TfPgqUrlku3oFoBIw5WFaVF+T3HYPDpNxNcDDZaO8DuVBUZWCXpy6PxHTlr7TPRpMrCwYFPBieW2Uv/WIrNlZHKMAQqRrGMH40yBRd4CD/hk1uIYit5/KZ2N0xTJ6oF4D7Db64iHTlfzDDbeq8tsoPZkt3k8yurD6z+eLBFPS1mbrgW+sL5Ly9NvWd8tGQ+ldyyeipW6x8ijDZVFH36T7rwsSSd5NYg5Nvnnff5rKn0tZXpb32sP87G6X6p0+t+TI2sLNbpF4rM+qdOU9MtvFuJ3VKIagPMbbdseN02HJpumucSZb9CHTTel12m966ijW95ZeMlLMjZe5rM9/jUemZLVZa+9eXZNS9YVlqRfmXvJP2bgHzPIRgu9o8HRK6skS03cFGDjKSxtjUbvu1Y+G29563uPV9YvonKyOqmV1et3EZCPLG5bXmQMRFZ8KQ1OmhKVBikLzrx6KE1vaIDhpfd2Xur83nVUVilsz4SJESRkwYT8buqOS1zlPhZc6UHTEXPggFvsM+zAEh25r/gtGU5GlrLkvuPUkZ5asru57HN5debpmJo6jIDNGD2veew8ONtSDcD5yaZp/hRwuWma3w78X4H/7+mK5ZHuNNFA4lmZ8hsBooyf5VMjn7UcvfKicm14jWxj8lo5RUYNaEqLp209RxZVLdn03sLkGh7ZgBMNNqWBzpL37DWgO5Ij4u0BQiu7J2fNM+n8NeC/Jr4mXzTIZ8/ipSvVn722NKYv16SpsfpreZZkqNloMYbEiyNgwRo2Vp453bTUAcPALfkP8fWHyLbf/1/jfo74LJ7ncl/uDboJgSOucIc567uySsaQJ6t4piTOW2TsUc279HS516dqeEb85PpCfmzznqIagPNtwDcD/xL4T+hOEvyrpynUJkUf25SGtW/uMwvZxtdYLxFppe1t7au1jqM8Y2XzrC4J9/KJzEs2vxJsB+uo/kuWtchxjK+sMqvdLv6LyIKMzIqvtWyjgVRblPadZ8DZlqW9eFZ52vq2QCoqU6f34rO2ZwcTL34KleQ9CZ5e+EmUk5U/Fnzb/PZab/keW0ZGtt9kR2TU6KYn6c5+ld1fM7ppq+vA8wzn4chU1ZwBCB0AB9zPde7jU+xzxIoZ8DIAt5lz4y4Qyp7dLhc4Yn26TWTVMi45GbL9VffPUv+JjKZ7hF6LHpy2bT8N/JX+/xypRqlF6cYqvujMm4jvzKQVsivybRleuC2ztLUz2hpq83kD7pzhg3l6Ht1SabDOgKUGKx7I8dJ6Vk1tPXj1qutSrzWoecc2nSe3Jv2cGV/NxwOmx0l8qQ1vozTPU+GWPFBj80VArya95In6g03n8c3AjZ7y8fpWBPpr5NZUuwA2a2vyHAvgp+kWFM9Zl1X0x5G61zz0VJKOWfW/x1xmyWWucnuNhwf6RU/NVDk23srv6UNLUV+N3ndNum0QwxlPUb0KqWYX1XM4vrK2bT/nVCQKqUb5eQ07ssQzXtm5IiXXeHY2SsTTo6XDL+osxyZe8mk3rgdCVnRW1VN0CwCvs74TwrpMM0WeyScyRu7biJ/OC5sKKKtrL3ybvLUU8S213zFt46QoAgASNwZs2AHYyx8N2mMpa4uadBm2D0SAwZNrG+9VDegRsu275hm98mplE95jec3MPwzfoIL4PKV97mOPK3yqX3+zAOABjplxzIo9Vsy4ffdzEAJk5qx/n03Lrqej9lS89ehEJDy1vvTeg9dusvZs89zj3ht4zU5RPaWuPwP4PXRbxs+QBF+NUYilQbeG19g0U3hmymuq7DZeAx1b3oIO1CzolNSCzc4MdS3fe7aSRaTfU1ZeDYgaQ2MHg1LamjSRcrTxHu8svia9p4BLZWdKOTIeIlBs82bGR+ZhiSz1KJ8daCJPBUHcmEEo41lK451hU2ovHs+xg6Z9Zo/XzISvWO+vtsxoU0K3PXzlnrbeeXH2WXKZh7m9Vo4n85L1KSjvOazMpUXdOo31Ds+DPDX3NYDWep5rPW8nSK/RKaobJuj/1TTNTwF/+nREGkueNVdjTWb8JO/YfGOtv7FW8lSKwMkDwFfTfXNmRnd68QfZ/C4VbHqDPPKeP5uiySiyZrex/DWNse5qgWutbDUDl/U+jKEasBINHGPA87ZGQibnGHBfI5P3fqLn9Sz2Gory1fTxMUck2PDM+1kiT3dGniedx7bPJevTU9Z70f2vOL4LcmaOASTht9fKkX/RQUfqWntrap/da2NyHU35e+8nm9LyvHY2vORR3u2i2pZqpqh+m7p9HZ1H5393ahKlFCkdC2iiNCU3og7Xv1GDteVDrsw8OU+TMjCyTzc9JWBGLBStUErK1VtYreNPCoxYylzFpXw46Ws8KiXwai3aGvky/ln+Md6Y0qBeGuS9ayufLTtqc2MGfc/Dk3l1MsPEDmhjPB5Zv/d4en27ZMiMNRosfy/cM/yy9LXhC9a3ch8w7JA6YjgvB6YcLzHjmBkrLjHjzt11SnrqCXUta3Q072iaymvDOGHWk6MpW1OpaU5snHl0Dt6a1wjVTFH9OXV9h26p/O89FWmKNAYYRErM5q3hGeWJ7kt8SoPySQMDzyW8oltrc8RwcNcx69+ViWSzSkXzrLEmawBArTIZU09jvAI1aWr4TbEqS3VY442pTRvJWnMdlV0zIE+p8zH1nbU9Gx8ZOjXPlhk60buUwTmTLXqOzFDz+Hhl14JHj6w8+3Se4Dnr4MbKInedh2bGMcO3qWCfPW6zpFuHs8eKA24xY323Ya2xIPd2/WK2XVxfR2v+JE4DLFvmjM3vnpUMiIjO4bi5VxnVTFG9+ywE2Z7GWkljO/ZJUqlhn7TXQ8CCVweH/b/spprRLTheMXx5XIMdDW40cJriJaglq2i0kvcGEkzaTK5SuUKR69orb2yb8vLUPFdkrcNmPu/dj/EyZOXXhHsyTaVtZc3qa4xnyVKJ5xiZPbBVY6jp8jPeU+KgAxz20D8Jl7Ltpod16s6/WfT/HWCYAffRTV3dYcZt5lxiX31lXP5F9+yrMFS4LtN6cIQir85K5bOk+/6sEF5rAHvhNUbdjmqpZorqv8zi27b98ycnTlgKmw21VpETpBurnEsDY6bwozwnQdFAV5PvkEFhyUftrgFvp/vY5hGdl0d2Vy3YtC4ja1TIKg67m6pkJZfWJpQs9ohvTR5bn9Yym8o3KssbeGu9M1M8KzX3JaNhTPgYmlp2bfpSGxzDa0qarN+UvAw15UeLVz05hGcGqiX8oP+3cWIMLRi+ZSf8V3fDbrPkFgc8cHdnlC/XJY7phqdt2ljJg2N5Zetpot2sJ2WMnrTXfkdQv4vqC4D39fdfB7wf+NhpCbVJ+qA/oeg+soQz8jp2rbVfsrRP20NUY9VFc7yieFYMa3AE1Nyk69RycNeS3KK0fEsyZ2m00vW8JtZ7M7acCJx4Fp0HUD2+FpjUUKmNnYTSmyqr165qZfGMEE8G7x1G/anGKzgmjMq0ljxAEKWLPAVC4gkpeVRq6r30jqwOiIwiq0eF3z6d8fMneBf38RDPc5Or3OBBPsHDfJIF8DTdGTkfYTjZeGZ4HbFyP/swY58ltzjmUl/mjL3egwOb9TQz/9pDrcPsc9ln1u/RO1i0pPczGvvuTnusyOkOcuTiq4dqAM4DwG9r2/ZXAZqm+W+Bv9e27X90moKtkwdwxlCNx6XG6+PxkHRjvCclKllRkQzefTSNJGH2f0G3k0rSy7qcMYrf+/XSTxlgbHnZQBINsDo8Gmgji98brKylPYVqBvAp5Mk91gNRAvBjPUOaZ03aLNzKMRY46fiIjy0/KieqY1tuSVdkbcHr/x74Li1cteAj0oVyPQe+iPv5Ih7i/83r+QWe4JArfIoj5nyMd3Kb/yPv57/jNj9OB3ZeYH0DwxJYcIOrvMKDPLDxIcyObrPPbebcXvOYen2spk2Upnqi9pKdou6BwEj/6jJs/nuLXoWbqKoAzmezuZ/t0VORJqRtqn6qBVvLKxsUt6GMVzRg2Hvp4N76G6GrwB/kTXw9j/EhbvAgz3IA/CSdNfYCnTUmIKcEILL6iNy8kj8bgD1PTqY0pgziVp6IrLwlSz6Sp/SOTxL01IDJjH8WPtWa9fLUPmMJvERlRaAk4ue1sQws1gDgMWDH5qmpmyytV1c1HoQV8AFu8Pf5h/xJPp+f5Tf5EJ/kEJhxmyd4hndwm5f69LKzSvhKuUf9JxkeZMYxV5gjhtSKPY6Y9x/fFPIOCLVyjSHvnCGhqN5Ka+8yQ7l0b2nqsRo78qgG4PwN4GebpnkvHdL4ncD3napULmUKOVNsXnpP2WSDVcnaisqNFKWNi/J78lg5awcEDwBcoVtr82Ye4iUe4KXeTfwOXuTtfbo9OgvskGGaqsYa0bKVBrYSaBKy6wlK1nhmYZfKqx10LNCB+HmiOPDLrgENmjJLcor1WwuKvDSldxmljWQhSbONkZEBz7F1FskSyS8HyNXosBKgq5Ux4l1q/8d0U9ffz21+kp/mceBdwNdyH3NucUxnDL1Ad56WnIi+YgA7V4AlR7TcoVtQ3J1705V3xD7r5+BA1+e9HZ1eXdpw71n1Cck4v5afjos8aWPaXKmdR6dAnz59mlcftKrZRfXfN03zw8C/2wf94bZtf+F0xfJojCKK8pUUR8ZrbLiOmyp7RjZ/NHhrN63uNPt0i4l/F/AkN/o0N7jKi+zTbR2XTzZoYBMNxNa6LYFCT25PeYD/LamMd1aely4DCqVyovIi3l5c9Nw14NWr+zH5dboxZUXvzGvXpb5j6zsaSLz4EtX0+VoaA0JsuHgx9L2+HgOmSv2llrz8Wk7d7yT9TfV7HfhpbrHPcAr6IZvn4awYgNyKO325s74vyycaVuG0Wu3zefpOX0f6sQSyo/6s3+vUNuXJc/bgBl67U1TQjYa32rb9a03TXG2a5rG2bZ8rZWqa5nngV4HfBO60bftU0zS/Bfg7dNNczwO/t23bT00RvqPIMt6m0XkDXi3vTIkR3FuKBuMMzHg8tKKyaWd0SucV4J/yHNC90A/SKafrDAuMF/jg5oDOKlsxHBjoDYIir7el0iqZ6Dn1M9S6cT3FVAM4NMmCyGwQ1hS1Dz1Q2PCoXC9uxmY9as9W9nwZlYBaSa6x5W0rT1Z+qX2cxDRAzXNG/Vz3S90uI91RW96YdDpt9J7B/0TBimER8ZJumvug/92n0xsz/O/ZyVW3FXxG9/kGgDv972pNnmyKSoML75tUci1lS3qtpyKQ4+0+i05Xj+6Hp42ppk2fDb0mAU7TNN9Ot5Pqc4G/RvcW/kfgiyvLeHfbtq+o+28DfqJt2+9omubb+vs/WZCCOovaKoMIYEwhPZBo3ln6KG0JkHgDvkX2VgFGfPUiYx1/RLfO5mkGF7K3sE4DG12/wku7j/dMOvssFuTUWMEWLFir8rSdqsfq11qzWdqM15hya+LO0rF8EZzYJRnP6hkyHVHzXSR7XSqrdnjKQFektzz+C9anVA4YTjhesnnAqBhCR2trbS6x4g4zjpgbkKP1hJ1agk09owGP1lEWkFvQM2Z8sPrH46/TiWwRqPbO2hLafU18W6rx4PxO4B3AzwO0bXu9aZptPtXwDcCX99d/HfjHFAFOLZ2WVVljFW5LYz0LNXE6jbUQ5XfJ8KVea1HqtJYkr+2gdtqhZL2s2FQ0JZAjZZ0V2TX2sNke9pwwS/f6AkIt3xRZ79XnGyuXtMOpz2O9p7U8vIF2m6m4Utqsz+k6sGHW+Dqi89rog0HFoyvplwxTWIfc4M3MeJAVC2Sq6nYPeu6wxyr13Hggx0sbPZeOP3LCa+vyJIyQLN3ZnmT8KvyYeBXAOW7btm2apgVomsbzWUbUAj/a5/3Lbdu+B3hj27YfB2jb9uNN0zxYx6Z2msjz5AjVKhDPPWw7XAn5R4N0lK+GV8nz46WTJrtPZ2GJssnc5wesW0MLfE+Ovfbk0fHZLqhIUcl9zRoc+0yld5uBuFI7se8yOyQsA31Rey61cwpxGUX5pih5L3/0LOdF2zzLVLlL+XW78Y5yGPsubB1HU6KeDJm3KOtTOv9ShQnoEZLdVHME5NzhCrd4sI/t8h4x5zZzbnKJO3cB0k3FUzw5Vo5ItiyNp88yXZWVc9IkdXr2AOc8e+lpUA3A+btN0/xl4KBpmv8Y+A+Bv1LJ/4t7j8+DwI81TfOvagVrmuZbgG/p71RMybqfori9gc4DANtONXluYK8sOzhkZZTk0XkWhr/w0d6bA+AtDKcZrxhOMpZFx3IIoCdvJNMKfxdUBNDsteTNpqhq3o8XVwJFGa+aMmrbUW14bfkQg8KpXs1aj8ScdW/QGE+G5x2bmjdKw4h00dopW2Z2dkrEW7/jrI3V9DEL3j2gSRCWtTUrq5AYTdf6fynvsP9fGFmk7O5/xYxZf7Dfnf66C9u/uxB5XUdoj5In95wOFAmgEtA1V9f7PT/dPkUmqxMiAyNbD3gSnk/pL97usdOj1xzAaZqmoVsQ/FuBW3TrcP5027Y/VsO8bdvr/e/L/TbzdwKfbJrmM3vvzWcSHJ7Ye3ve08lxqYeymZUrVGMNT1Ukmn9EEbgRipRrDTCy6UvyzVU6a9F4XpZ9FX7EsM3zSMVrZSAWlQUkmLCabuOBmyxfSYmU3pOX1ms7FoCNBQYRgMvSjaVMxsizJCTPawFJ5BHIPFWavGm9Up4offSuvUHQAm/PmMhI5xFeS+L+rNMdk79vfe8B82vA43T9TgCCJ3NmENl02X0pTteDLNwVoLHPsLj4GoNuWKq8erGvxA2bEVZ0Z98MEuxxmzn59JTVWwIGPI9NjT63VKqzbAq35DGL6DzX1A30mpui6qem/kHbtv82UAVqhPqprNe1bfur/fXvAP4M3Scf/hDwHf3vD1ZwY5w1XPK+RIqq5DkZS5kytGVm8nmKXMfZgVl+Rdns4Zdj5RAl9BE6j42EeQv8tgGJuswsbIqC0nk1v2yAqrFiI9Dj3VvekUVdAlS1YR7AjOoxklMP4iVgYHlnANCrf49XTXuP2l+UJosrgU1dPuY3q2+vzdYCFDlHxstX4lky3iIQ7LWjCKAJqLnKcMzEu+gAjqRf9M/wLJ0eEa+v6JDlXb77NMw4RnZSdeBmxp276wJlLY/WP1Yf2euojjRAq9EpFtxbKoXVtFubTtMeu6+Jb081U1T/rGmaL2jb9udG8n4j8N7OCcQl4G+1bfsPm6b5Obppr28GfgX4PWVWU5xnNZbaaeSdSjXWllW2Nem1tegtGNQkykc+vJl5UyIQ6Q0I+tezzmqeR3sQtKLyFFY2oE15d7qcrD5KPGqvMyBQKtMDKLUDZW15JUDhkVdvY8orUWlwj+6zflN6lhLvjHTf9AyQse11TPoI8Hp5rTfrkE5PXGP4sCbcxx637vIYwte9vqJbujNzbnHMZbUNvTsLx1vraKe05dp6wnQ9atl1nm2mfbZZhJ8Bf4/O3pfympui6undwB/pz7RZ0rlT2rZtPy/L1LbtR+Hucbg6/AbwFeNF3dE6jfVulLalWkWWDRgEcZk1KPF2PUbJ0pEwb4t+5nHx+JS8cpFlG/EqWWawXg+ZdVzLN5NX56l5Vk3RQFfyDFgemeL2BvEavl5eKu7HlifxUXr7fmo8V56MmqJjHEpgrbbeItJ9J6tD2+8k7hW6M7Me4Y08wlv5WW7wIB/irdxm0ccfMgAbbyv1ijvs9V8OhxkrhvU3Uu4Rm2toMNdLxVvS6nQZiDsO0uj3nK25iajmXZbobLeJv6YATtM0n9227a8AX32G8gSkX3RkOep4T0F7cRGNSSeyRANYLUX5IllK6Wo61dgBNSMvX/YuplK2QNQONJE1XBrMbZwnt33X0eBpy7Y8Mw9AVl+l9jKlnqPnrX1vtu5qvTyl/pm9L4+fJ9eYtLX3mSfH82ZKuCa9OLnUhkphtnwvfaYPvbJFPok7UvmuAz/BJ7nJJ3kzHaj5+wwbEg4Zto7DcCjgEvm23REH3NdPU816WbppKs/A0QDU89x4RsXY4wEiytbJeIZRbZvLAOurb5t40zRfBXwn8Hrgr7Zt+x0m/r8G/r3+9hLdjperbdv+a+/g4FJ5mQfnH9B9RfyFpmn+p7Ztf9fYhzkdypRhZNHbQS+yuKLOX6t0ssHVuy+BtOh5Mss9ki0qw4aNXSiXWSqZBRyVYweGqJ48SyoCZxloi95TiYc9yMsLK3kMasDklPw1XopSvgiwTqFSvhprd9t6jNLVeHXGlDG2PO/sqYzPGK9XVK9jdGfWT/WvgJnrDODmiPVPNsxY/+xLB3ju9GUIwNmn4eiuJ0fyCIknSAMe4b3P5rk22hNk5bbTVZlu9g7k87w/Xj1a8GOv7w06bQ9O0zSvB74L+O3Ai8DPNU3zvrZtn70rQ9v+WeDP9um/Dvgv2rb914qNPTg4pQzgaLfJ59QyPB36NJsNQjfYzCKUe886tw3syEkfWfVeeRFwitJGfOQ6GuCtle51Vps+2rWl61H4zgMZ9fxzBsBsXu/aO89C141N5/HyyoysfaEMWNo82bv06jvynHjvMQOjJRltuhKwjdp+bXqdT+IzPiXjIUvrlaPDMhkjoySysCPy6jQzijzZrQw63vM02D6leVlvhR7wdbhXVmZY6TjP8+CRxB3QrUD4at7ENR7iJW5wtf/cy9PAv6D7Eg9sfstOwM0RtznkNvtcYp9Z/wwrjntwY/tTpMcynRqR5IvWBEb6BxM+FhKUxhK414DPCdI7gY/0y1domuZv0x38+2yQ/puA79+mwAzgtMH1OZD3qYZImXmkB+KSBVsauLOwmvS1lmhNvhrLV5OdT7d1ISDHW5Ss77Oy7Nkheu5dKy0pP1o4bOX0Di7zBgpN0eBTq0CsTDX5ovdUKjuSfcwz1vaDUlgNL52mZJVmMte8t5MKK/Vtj0cpXQRcPap9Vi/OghwJK62ts8+8jedgRucluQZ8JY/xFbydv0b3FbsDPot3cJkv5Fm+SKXfY1iYLGEduOnCAfa5w5w7d+NhE2DYPqT/NR05z3zM4N3x1vLp8jwZsuMRPBoDoL28Ge/ToxPy4DzQNM3T6v49/ZEvAA8DH1NxLwJf6DFpmmYf+CrgW42I9uDglDKA8/amaW7RoYvL/TUMi4zvKzE/OfJOMhbyrBEbp8kbOCx5g4r3m6UpUZbOi5vambx4sRa18pgxnGtxTDefrsmea1LakYWJ17+WZyR/bXrrTfEUVzQYRe3K5i+lq6XsWbM25NVhpqCjZ6l5ZktZvXllePJ591Hfgs02FbWxsQN2rSdmDL/a8rIySmDFgppjc18jW81z2njPqLkJ/DjPcZ3n+HeBb+V+9jhin9scAh+m0x9LNoGZyCRARHtS9FoknSfyothdU2JMyXleSwaQJXFe+7IgqsYQigyP2v7khWnj7+yppWG1ddnHryRrY7xV05Hz5OuAf2KmpzYODm7b9v2ZNCHAadv29VnGsyXrwam1ejIaa0lHv6W4KTKM4WHTZlZidgqo3pFgO6lWGrDeuT05M0WtB7M5gxcH1g8N1INoCTiW4mrvT+K9bUtTre2pngF7XVOPJZlq5bbtJysjGhTGUG2f12HbgNkxYGKP+F3oa+shreUfgdSa+rf64pgO5DxLpy9e4AZv7uOPGBYZv8IAZGy52msrIGSm/iPjNNsKPmd9+s56a5ZsPgsqXwSqtY7SvD1wOXYMsLRt/ul0QgAni3wR+Cx1/ya6huLRN2Kmp4KDg6cBnHuLBORl1lfJs6LJprN8vDQej4hKMnhWhHfv8c0GvpJ3wDtzQ59ICnXn1FjgkXXKsXPVtd6cLC4bqE+DTsvq2obnFJm2fUdCY8o9DW/YNlQC0zpNDa+a+DHgVHtwxoAcT9d44Zjw7BRpATqysPhKH2fX9dl8AnqWDKDDLti176CmzWkgouUv6fLI2+mFe7upSvqnVh+dPag5Y/o54PGmaR4DXqIDMb/fJmqa5grwZcAfUGFz/IODU7ogAAdi93X0G1krWcOLQEzUAWy81zm9MFtmBBAiQOdda8unxsU6owM2jzB8R8buetDyRh2+9Ayei3nMwBRZsfYcnTHK0PIfAzI9uTKeEZAeSxlPjy6yspxaR2cFbE8LeEbgSt+P2eVYows80FN6Pp3uCvAoA7iRMrUnxdNhN+mMqpsM3ps5AJf69Hc2yvKmor3zdYT0GTrCf9HH2emwbKu+pInAnqfvvfy1dJbG2UCdB2fsLlpLyzCmbds7TdN8K/AjdNvEv6dt22eapvkjffx390l/J/CjbdtqZu7BwSVpLhDAmQXXkeIvKYoMEFneFiDVKLgM/NSSHRT1fdQJSvy1F+ewD1vQdX4NkGwd1lrtehosAplCEeikMq1Ob/nXKokx1nOULuMxBTyNLe8s6bS8VZpqBtiTGEimlH1a/K1HxvYD+2w1XpypILEULrrhUeDz6HZTyecabtLpFdkqvt9f6x2qx6x7PjrwITup5NMNM/YYdlTBsFB4hr9o2JNV0tixAdbX5dS0newMLl2ufWcZf8/4Pp/+fTJTVIUy2vaHgB8yYd9t7r8X+F4T5h4cXKILAnCyEx0jxV87cGWgxeNXSjeGx7aDcA0fnddToAvWdzjodFZ2D4jAsD7HriPYV2nFfTzlKKlsUI2U/NSOGikZC3BLlriWIwLeHr9aYGf5R8DQk8mTrTZO3mlJedeG17bhqO1ddNJ9LgPDEcjJKNNr0bvx5NJh8i/b1a/TeWIEeAjfq+r+JutG2R6ba2668vY54hLH3Nenvc2cI+bcBtbPwOlSrxtkAp5WrLdTvb5wbuTQeb1FzrXk6YsaqjUgT59OxoNzb9EFAThQp7itgrB5vcEjG9Ak3PMaRIOUR3bw8VytNQONHQy88JI1YjuxrhNvALYN3jtcr6QsPYo6tl2zE/1qOZbkVAMALNmDwWx7ijx+mrx3rWWwg8JRkCcDTEfmV/PJ2m0mt5bRhtl2H/UTr8/ZeK8s71m9flsiDxSd5CAyhl/UP0t9J2vzmrThYHdbRW3S6w+eTpN7W/97dMDmyf7/Gpe4wuB1uc76B3tnDNND+4rnwHfGHpe5iXyAc53m3N7YAh5RZFDoOvDClk54VvdTQUyN8QRnf5Lx6XtwzpouCMD5dP/rDRYeZUo8apRjwj1FnTV23XC3KX9KGq9TiTzeuTLRwJYpdImPQCSUD/bLgE0NDyuLDbPvoHaAsmDCiyvl9cKydpPJl7U9L24WxHvlRCDFpq2tC4+XHVyjd+n1l1J9R8Ag4m3zjgEgtq9Y/pq896TrIpJH57GfBtBp9I4ke5wDrE9nZcaA9649D47wPmQ4o23JHQ76dTNLhi+BzxjW5+g63qy3YWrqOBhoNeCydWBBzTrvdartV1Py1pDuA5aH5rX7mvi2dEEAzutYb7ilwWlbFHrS1p7mOyXuJMvW7mEdJ//zhEdUJzPzv8f69JT8isLUOxtE4Wl3M2we/ucpXW+BoQewIvA1ts7PyrqJBr1t+NXG22s7kNjfsTJk9Z8NamPKrJGxZgC1nottZfPqUOfbC9JY4OVNI1ggErX1qM5t2rm6tv1a7q/RrcORvr7f57tK561Z9OFHdNNUtox9Oi/QAZc54D4O2WfJpf455XtUHeiZcfuuXFZ/WAPJgker72Ad6C3VcwkvC3I90OR9qiEyKDVFfczSbwThp0M7D865kazB8TpsNuhGlrCH+ksIvlRelLZ2oMo6UpZ+DHlra3RZUZ1FwDLrDJaPZ4l6MmiKyqv1vGRKZiqdFvi1dBZllMh6HC4qTZH/rJ5XZPPWx1ka0/bGgjsN6PTaFCEBCXKsxCMMR0us6AAMfdxV7udhLnGVT/IknZdnRrdeZ6l4CWDa5z4W3MeCfZZ0Hpy9frCdM2PFHVZcYsadu2BKvFFSJ9pAEsCi6diErVQ+idfT0hoASXpLdjow2tE1xsDQdNZfE9+twTlH8qzymjw1LsXIda/LHQM4alzjHqiqRfY18niUzcvPVJqahcCR9eo9X+ZmJ0nnWUOa7KLlCFRNIc8Frq3GKe2xpkyPby2onCJLZKnW5POA8pR6sc8Z5SnFZ7ynpp1S5hSyJ/l6esd6D6LBqKYeo/et23cEhI7oDvGTcsRr8yRvYnXXE3PEnDs8zA2uMgCgQ5VHwM0e93OdK3yKyz2wuNT7bdZpzs27ICfrK3M2z9fxDgj0+pb2CmHiLXnTgVqeMeQZl7s1ONvSBQE43lcySg1om8FtiuVf61XI0p+W1a6fJ1KM3sBd8tBIGt0x9Y6FqBzvWssXyVZKG3mappB99qxeSgPJlDJr30PEI/JgebJ77z6SqxSWDZ4RWWOilG4MjQFLntwRiIsAsE1XQxbQZO1X91/7GYQx5HnnatuMeDcWDEDhAWDF/bzM5/CzfdxVrvAEz/AObq2BJq0nujLuqDJmrJD1OOsSz9hnxoo5tzd2RGn5dVgEbDBhni6pXfO5LuU6j5McP06XWl638+CcD1lXXWRZSFxJSWDSjqEI9U/h5SnBkxicS+SBnH3W56o9L4+17CygiICIUA2oE6/MSdTlWdBplXuaAK2U1soxFmCd17sYQxFwqQVZJTCzLbCNjKw99Ws9CNsOTrpsu40bhjU2snbmGh2weZI3ccBjfIgHeAn9SYTLLLmfl7nFAd0U1ab+XPX/R8zvrr8RutTH3u5T3umBTzddJWm9zRLWQ6OfRU+RaR4ewLPjilDNWThevhJNHUt25NEFATjaVVfruRnrUamlyJOkreCx1htsdgx7XQJ1NTzlPjpQTHd4ax3a55S8FvhYi7BEJcVxrwCdyNItlVUrT/SuS+9Y4qJySm2olMbjHckU8dRpvT7ivWMPQESgOyujRJ7XKcsXAQ/Ps1NjYFk+Htn+EZ0nZXdN1ZD3/JqXLn/F+vTxEtjnfh7mC/gButP3hQ5Y8QZu8CBHdxcsX1VlDBsRNreED7DniO4snEs9sBGvzp2qd6T1kgU09j3a5/X0kKcbawy6MW1DPEdnbyDspqjOjfTHNmtfgN4aWdvZSydVlmje552rsMiNrBek2VNJPbmtbFnauYnTpOvRWqwi+xXFQxSZXNvBzl5Hz6TTWkVhQRMqPNoaXhrQI2s2s3Sj9mLPGcneqc3jvVtLWZmzIJ0obNhsS5h0pbJqvRbRveWZASm7u25M+R7oifJGcRng1LKVQF2Nx8fKXQKGMuh7fawGVHpl2vKz/OLFlTzyL14by7PTETe5hO1TLc9ziWd4jDmfw4PAo3yMx/gYT/FJZnRTWHtc4gqXWTJjxT7LfpGxP/jv39VDc2DO+inHUkfi/Y0AhCw2touOBVgsyXdU6V+ccrz+nb0TjyRut8h4W7ogAEfW4NRYcUJjPDmSrtbrU7KEIz6l8Mh7k917cmdeID1QC5ARECNeHL3NW55Xgxy92yCyxPX1XhCu5Zf/yHKMwqZ4fGqsLiufFy914XkS9DOVyowOA9S/mqcnm8SX1g3od2flqvV6eDxLVqn3PHI/1vMh6bJnrX3HWg7blmt5RH0gksXTYTXkeRY0yc6ibJCK2qvEeeBKALT17nRp7/BBPsGjPMRztHyISyy50u+IAniFB7nNy3wWC7pD/B7jBg8D3cnFV/odVJcVuBFPwm3mrJhxh9nIwbfmPdg4a3B5BpjmEa0XLMlk37dtP/J+douMt6ULAnBex+BRsI1cOt8YT42QtYhLaaW8sVSy8mvyR94c6zHJykall0606O8PGI5X1+DmiM0tlJZfZJnYeXxvMLFWlx0ovJ1S+nc/CPdojGcmCxNe1otiqbZdeumibaeRR8fG1VLJO7MNr5q4sdZtbXljaWw9aHA/VnZvoLNHOFi+HjC0955Hyab3PGioOC2HeDLmdMaQd55Mp0M+xBf027wPuMNL3OAlbrLkDm+g4Qlu81ae4wk+yjXu9N+rusxV7uNTvInnuLJ2bo58h2p+d1eV0NHdHVJzYI/h5GTvWY4YDDhrtM3VtfZUiQdHG1Ce7pI6GmMQeHVu35v+PdtzcF6NdEEAzqepO45/LEWDtuYZWWaRghkjWyk88ox4c7S1vLz0M4YzLZZ0WzlrO7IGKrajZgv3tJWUeTsycFPy5lhekfxRuinW+Njyx5QV5ZvqebEU8Sm1NevJi9KVeGZenXuRpspl81lwM6WsEkDz8kfvTfdje2aNzif991lucMSP8Bbu50t4Oz/DFT7Eb7KgYc6Kx/rpqUe5w0uI/rrNjFu8gVu8gX2OmK3x7WBOF7YJcmRqSj7KCSiQYz2GkZd3xfo0lYRLeVIPOtyrK6sDca4jyrxSr0viTp52Hpx7gmoUuVWO2wxCpQHEgo+TpOwZskEmGiw9i1HirjPscsD8jvFaaaAja0+m1lGN92MqMNDpImV00p3dKsIpoNhLc9LtLipHkx1ExspRem+lNuO188jY8N5p1Fc8YBW9t6ic7N16skReOMuvZGRl5WTPqWUtebTFyyOGyZxuN9W7eBMrHuJDPcc3seIxPsHDvMhj3GAJfIDOS7NCPt9wxKPc4oDLLHmAY9a/BxW3p0uqznyQo9+Rt1Xce0bPyLJGmJUrkvXY/Gqq9dyfxxTVbg3OOVC2yLhk7dl8HmjwrjOLJ6Kp8SUFJPelfLMgnY73Fv3a/BEQykjXsy7H8sysRq0svHdjp21WJm1EUbz1PI1575m3ISvP+81kO0uqbZtRWp3+tOUfA5DGpCmBrBpQZ4FDVB+270aLv0vGTfTesvgaAOTpzhWD51sAzgpY8AmucYsDxAvQTR3dBF6m8wofsb4GaMXtuwcCdmtsZmtr/bh7YKDsoRLvSretvAM6Am6O2GeYsvLA7iz531OyiY4p6WQv7Di4JgnPDJ2zo50H556kaLCYFa6jQTZKUxqUIoBly8kUTyRP1gHswFxSdhGPGcNuCVFknmWp+e+zPrVl68CCpZLS9WSOnt3Klg0iWd1E8ljAlaWvGVjH0hg+p6kgpS3U8i9b3+tpX10KdSDbHmvfp95x57XdWj6ecRTVtw33zpXRhoVOK+vzjrjDTW7dDZur+EO6L4vf7O8P6Nb7dflW6AXE/vPNFGhZKfDTgaIO/gwrbGYcsc+dtTU4c8XtiMGro6fRrccn0leRPrG7Jms93/dGH/j0zoNznlSyGLfhmVmcYwcaez1jc82M13lqyrYWoU6T1U90roJ0RAE3g2W1vmtqZtLrqSedzqtHzyuEc2+3g9vfaC2OvrZpagaZGktf35+UMvLeZU1cxk//asp4ROXbfDV15yn+aECNZPH46fhaWS3ozfpfxquGMrmysMxYEq+CbcPHJo3HP+pbdqpGy6HzLun0gd0tuTJhM4bvUl1Ff3TzEt200e27z7HHsLZvXUbZKSUf1fRklIHX8zDosM14u1C/9O4lj4St8HWTl16uI33ulZn1893XxLelCwJwPk29UpxKYyyjTLHYDhwNPCv8fLqMDMiU5I0GaC0brHdefdZFJJueWz7GL8eeLyE89RSTbEm1wMQDSCtyiygDI1k91cRF79STEye+FJ4NprUDmJenFhx5ctZ4wiLPXEm+UnzmbfPyZWFRHUflTwWvY+XySL9bAQU1bSTiP3VqWV+L4UOQBqQt3M+c+/gUR8y5xQG3WXKHFZeZM2OPI65wh2sMnt5B36yfe7MXXK+TBjLiwZF1ObIm585dvWGfyXtWORtnZvJslrxeH55uinS35uHV5flSQ0Nzj8hyUnRBAM55UkmZl+IzKinabSzJSKl7SlA6eGmQ80CGdql75YrVZ3crRFamV34GVLQS0QCqFmSU+NrrKI0XXvMOPOBQU17J+qttO2OAkL3Wv7WAuxbQXRRFGxknU/hosot9r7A5uEp52rOiDZASyKkFotImpSwJP0C2Y9/gU9zgoJfjpbuy3eaQ23dB0pJhLc5gCK14mOHr4ettYAgfQvS0VEbd5xxm+FPtFujAuses5miHmvhaoH4v0OvY/nMf9xZdEICjFxlDnZuxNHhFysJLq39tWfrMhAz8ZAOtlzeyArw8EbDJlK005CvA48Bb6Ky1BcOOKm8bfVQPOl5boVE6j6+ksZ4huY4sJU8uoX0nTCts/f5qqRYQ1PDV73kKON5WWY4Fb2P5TOV3kegkgZnk12dIwQAKonK0N0HfZyA44uOdXzVn/VtUsv7uWv8/v1vOZa4C0C327abHO7Ah+RcM0+ZXeYiXuJ+X+7NwlkbevV4q8c7s3b3uwle9x+YYmca6dHcNkPbi2DNwJFzfW91VA9p1/UVnYXn57kWy4+zFpwsKcCLQMMaSzcCBN2hmZUWNWCsoy2vfSZPJnpUXDXYeX60Ar9IBm6fo5tFvsn7mhHh1TqpDRlNJ+joDMJFHJ2oPlux8/FiQMNY6j9JmXptSGaW26QFpSZ8NkCXArXl5/Gy4V16tARLxfLVTpkckfqXCbTrvPmsbOl2Nnlwx9KED4BHu4wv4Un6UGf8zcJWbPEz32YXn+nwP8jEe4wZX+QQPc5tDBi9Ot1X8Eit10N9yrdwZoilll9XxXc/NJVZrXyH3aPDi6OeRf5mWss/v1XdUNyuVZuqxFrpMHX+2n2rYAZxzI1ls5TWOWtf4lDQlJVJD0QJf3THGUq0HK6MZnTJ5ob+XM3BkK6eksZ04kseTT6am9GJmL8/SCde/2SI/zSc60MveZ4O7tXjtYJ0N6vreprV8j1inmrZWO8DV9JNSmqn9auwAXENjgFBN+nsRMJUAo1DW3mvIlhHVmfRf6MCM3UU1eF9mvEzLkoYZV1jS8hKfwTNcYcER+7yJB3kTj/H5vJVf5m18iKe40+ub+9jjCp9ixqeAl2l7OZq7zz3vS52jd1IBa9d6KuuO8hzfcXVXCWTIdQ1Y8Qyz2rZl9YwN/3Qlnx1FdEEADuQKeYwFbqnGssysUsvXs5YiL0SpvCheqGSRe/JDBzau0rmWj+lAziHwKOugZqF4RHOzJbeslCuLkjWfSClkSslT9hmwqQXFHrDK0mf8vPT6/A+bNgJTpXJs/igu6yeRkhWq8SxFPDKvUuRlitLosDH1lPXHqP9kZWdpsvQlysC3JQv4NUXvW++kisqN6mhh8hzR6YuP8CHewof4HdzHg1zuv0H1BM9wm0P+LT7EZ/Mc3VfB5/wKj9LyhXwu7+QTvJUbPMhlPsR9dw//21M+CztFp59weO7bZgr6Tg90un+Z6tY7myI9E13LfcQDxoGbWrB1HgC8YbcG556ise60GvdsDdixPCLFGSnQjK9VONmg48kTeSKssruO/vZLB3iWdNaaLGjcV/Eii/U8WIrOzrFylhYVo+732KwXnWbK2hxLtYNnDdW0G6FsDVcN/yyP9+6jNDa9lT9aq2TzeGV5bTS79+Ty2nLW9rOwrNwaebK8tfFRem2ERIA0+k6ZV/ae+dVpsrrS/KO1dEs64+gaD7HirfwULT/L5/JT/Fae4QrHdyU9Yt5/R2qfFQ9ygwe52R8KKF8Q3/wsw1Bu95HObsVNJ0Un22WO1jw5HfiZK0lnbJ51o5/X/utwPX3lbTfHhEVpJF0t6JV0Z/0tqt0U1TlR6TyAzPqxg8GYgSxD2zpvjbVvZbDhUz0GkYx6aiwqGxV+yDqokUWN+tAunTfymljF4MnnWfsROPTK8erMu7dy1dar/R3b6ceAI1sH0aAWKc6Toui96HhPPmv1ljwfJRlg+rNm7/88KDJwsnqyfazmO1URT4+s4ZTpRok/NvlmDOfk3ASu8wk+n7fePatmj1d4kI/3sOWIOR/nYW7xBA1fyMd4FODu4uLuO1Taw+R7eru1Pd3Jxt2vfvrZxu8M7n6zKjcKBy7Db2270XpKG1o1usnGWZB71ufg7Dw450g1DS5qVDbc80JE3oOo7AjslJRzVo4HSOx9Vg8eeMoGLrF2xGLRHVu+HiwnleKkiZ7PghxbP950TQRsovcQASAvbc19BnrHDJIZSKihEkD2wk/K6hrbx6J3OIVvln5s/Z8WqMkMhDH9kor0lsT4uKr4LRn6owAR+35Kxzpo/rbt2gFfG01LxecFbvEsP8e7+XzmfJQH+SgvAcdcYsk+S/Y54go/C/wsv6U/2K/7RMODdF7jOZteK+19GoCLfNYBUFvQ9ZNI2mwK3D57RhHw0TqoxH+MgbWjk6ILBHCmUtSYI/AQNbJoAJw6uGiFYssu3XtyEcR7JOUe0O2geld/fZ3Ok7PAryct8zHlwdzWjbVQdH7PhastR4LrvYq0EUXvLhpgbJwHksbwK7m8S+WXyq3lvQ3VWManSd573laODDSODa+NL6WZMWzLvsKwXXuGeFG6vrtk/RDNGvL6adTO5F8Di25Nzos8woov5n6e4CFe5ArPMOMf8W5+lC/jmMdmwIN9lpfgGeAXgX/JO/gVHuM2DyJb0RvmfRlzVXbnxen+ZEv4sJNKdlhd7k9intFwhOyimjFMs8qv6I8Zw1Zyree8HVZCmo9HWT+1YDLy5v16wPu0aHfQ3zmRLD2LGoJca6pVRGMUtB2YbdwURWtBTlRGSflBrpij8l6gU4pXWZ+K0qBDrDcdpt2xXpnenL+XduxAbymq8wg0TQUKJ5E+i586QG47cE6hk/IanQSf07B6x7S9k6zb0sC36P/32TzbxXpzptRLCejIve3b+8C7+J38Nd7Ie/tvRM34rTzDl/Ep3irZjuC5l+BZ4IO8iX/FW7nBEzQ8DBzQuHKLjln2vbk786bz4nSyXerzdHGrtd9B7jldHcmuTvsr9S1pVwz60NvxaPX9mG9PaSrpw7Ok3RTVOVJpgNGDmfU2ENzrfGPKz3h5A2zEz8pQ27AjvtmgqTuwJvHYvMCgvK7RnY/zSJ/mFeDDDOdXWMo6dglAlsCZBVOSJ0pfOsF1qvKIBp/a91aTLquDKXKPAYtT2l+UvvZZ7SGMtfW6zSBgge82vKJ3ZeO8sqLydZi3/mZF57HRZdXKmtWvNUDsJw7EWzR30t4Enubn+H18AQe0/AKfwz/hLQJuDoBD+AXgp3kDP8W7+XW+hKN+J9WKGfex4AoLuu3iAtZiusSqB1KrfvEyzJw8+8xYMef23Sk1AS7614JFPYUueSJ964GcKXrOpjsP2i0yvgfJ83p4qFj/enG2sUYgwvKaOWl1GqtMrdyZtaU7hb63acYCtCheZDlEDuHqtNOMYe5fDgMUoCNKAHygkylVK7dXhx5lcadhgUQDFE44wX3Et4ZsmTbO82JlAD4b4EsyZWmjfuDllXjv2bz+Y8mLKwEX23e9vhzx8/hkdRu17dIAp/NZsO7pMa/PWYNA70IsgV6Rz/vkyUrd2/wv8CJXucEf4AneQcPb+Cs8zAur/5lrh8dcZ4//jSf4Jd5Jw5fwCd7KJ3j47oLhTqJjrtzdRSWAZB0wiGdG1uGUPtewThbQ2X8vbbRhIupjni6s1dGaxqY/CdoBnHuAMtBhaUzD8hSSzl+yKEt8pzTYDADosGjQycoUJRblkQP/xKJZMKzNOXLyQdy5xwygNVQa1HVZNW3AKi4dFlnc0SBpeUbAZwroycBAxGNKfWcyRqDFDupj+qnm4+UpGRv2vgSQavmVZMhkswNgib/Oty3ZHUkRRYDdyrWiAxwWIFyl+8zL53EfD3I/L/MQP8tDPE/LS71H5lhxGzxAHTjZu7tIWL4xtbp7sJ+VE2SaSm8X13SH4cOdAnyGD3HO+h1Voo/26PSYXoMzM/Eir3iUpuj/qTTj7LeJv/roAgKckgKwHTWzvmx4yVKLlHuE/q0CKVnTXpnetU6XUeQ5kQ6slZ/97pRVuvusn3LslS8Wp3Vv1yqGqJ5h3ZqrBS61g0UNT/uuvTzRIGjvPbnGArFtqAYYTOVVopKX5yTKKOWdYvRE1nupLsfktRTtdoJ896D1PkTpMrLyi9x2MX+3KPhyv337Q7yNI+Z8Di/3Ofc45JhXeJCbvAFY0vIhPoslD/EmPsHDyJqZAQxZw0v0SqcbZI2PR8OC41V/Lx/mhEHvyfPYz+XY+EzvngaoOW/arcE5J2oZ36BK1pheSzLFqvYUgI0rKXNv+7W1iLNBvyRvZlkKb22Z6flm2ZUBm3JZsgopOqQsksXK7VHmbcqUfsma99J66aNPbnjnDVkeHs/Su/Nc4jbekzMDa5EHKPNCRJQBbm9gkDQZGPTKLFnONQZP5EWz915dwuazRboj0gFWnkx2HW6Ng5q2G9VHdM5Mjdwr8y/xK7q1e0d8kgf68Mf5Up7hCb6Hr+MX+OI+9GVe5Hle5MPAz/OFfJS3MuOIh4Cjfv1Ldx7OEv859Tkz4sMZBuOVMzBrb86sjx92VFkvjQU6mHS6bjzS7ab0yRhLURs863NwXke5P21HTdN8FfCdwOuBv9q27XeY+C8HfhDufszsB9q2/TM1eT26IABnzNyg11h0nD6dV4drypSs7uDSEPfZVEyeXB5/e60buF74tm/icMq1VBOuO7BdSKitHKvc9DPZ01Jn5r90KqtQBGL0c4uS03Vin22Fv9i4NGDr+te8YP1dRPzsoG1PKfbetSWdJns+m8ZrU5GnyLsfq9iiNhzFe+20FgR7VANuvPyRZa6vS3KOqddauWz4ivWzZmyb9BbeZ7QXXEtZNW1Gy6aNsyvAAW/kKl/EP6LlH/FbeaYDN48Dc3hwAQ8+3z3R/8anaFn1Wv2YFQfMXONE64N1udY9PgJ59u7uqFqnJbN+vc4R+9xZe27p1/pTDOD3TZ3e1r+nowbpYp46Xl/POJ+TjE/Pg9M0zeuB7wJ+O/Ai8HNN07yvbdtnTdL/tW3br52Yd40uCMDRVLJoMsU7FgiM4TlVoXnpSgPWmMGlRHru+YBu59S7gCfp1tw8y/CtKntA3xW6efirfdiCzTN0ZIdCCfRZBQGbC/zs4K6trgx46LBaZTMGJGgZNWVWvCeP93yZjFMo41myNL20GVDzBosx5WR5at+BR2PLPyuq1U/6Oe2AZIFCzYA1ps3r/iYnGR8BV7mfwx5kHPAKD/IhXuSJl6CfmeLluzneQMMB9F8Yv8kbeqCz4Ar0wMUaP5pWvRQDqJGvT3lTVx3vFTBnfwPk6P7nARxtYEV6CCcsWo8I9277O/VFxu8EPtK27UcBmqb528A30A0yp5L3ggGcmsFpipLehrbhU6PQtpUzG/wFfFxjADVXgQf6sFdYV2K6s0u+R/vfGd20lkxtac/H3MikvSvaSvM8ZdFCyRnr360RsnWly4nO7vEAZTQoZ6B5DIiN8k5RMCellCIgFnm3SuWX8kZeGG8Q8YC/zWN5e/LVpquh0mBXMsZ0Ws1PU81ZU2JAePJkxyaMNQZnDAcMyv2SzgB6lls8zowlbb/+ZgG81C/bewl4lj3+FW/lo7yThie42YOb2+zTfWvqWIEbezrwpizy6QahbpGxgJkOBl0GVv06HPnMw4w5RxxwOx1PRIaZ+t9js26lHiLAf1K7qi4MPdA0zdPq/j1t276nv34Y+JiKexH4QofHu5qm+QDdYPJftW37zIi8a3RBAE5j7m3DzBpYDWquTRN1hJp0U2lbXiVL+4iuHf0w8BMq7VUGBXbEZp1KvpvA86x/1sEDA1rRZqAlAxYeeCm56T2FFMVHYRdVGZUARCnfWNDlDeqaR+SZtOSVa8GvpwP0vS7Tk8OmKVH2bLb8rH5tPURpJSxaK6PltmdT2b42hqwBZK+XKt1KhR2xz5KWn+Jr+Dt8DUsevtpnexlmK5hzzFV+gSss+Bm+5O5BFLd6D063ZmbJOriJPJr6A506RXeS8Yo9LvdhsvB48PYcc4lj9tnjJle5c9eLrb04x+be9gldJ9779ECmnXK7t/RKS4O3lmkkvdK27VNBnB3Iu2LX6eeBR9q2/bWmab4G+Ad0E501eTfoggAceQ5v4LEWkKWoEWWLQz3yOpqnmKLFqBEYi8qPrM5s0PLy19RRFH6NzQV4Or3sqlqoMnUHkXLt7gghbd14Fmik3CKKnnHsoj9JE3kgsgHWK6cEwEu8t6Go3LFtTsdncnnKOyu3BGp1Hi9cD0yeLFYur4yor0TP4dVDpptm+LwyUKapNOhE61e86St7ro7Xr72ydR9dOnye5kPMWPEngQN+hffyWw9/iYM+9U3mvMKD/AqP8Qneyut4Kzd5ghd5DIDLLPtPLOzB2lk4HXVrdrw+Nwe6b5TLc6zubgGX1F14570RT1F3QOCKA27dPc1YdJ2AG9HlEu/pN1tvU97fvUEdwKk1ZibRi8Bnqfs30VnJgwxte0td/1DTNH+paZoHavJ6dAEBjmfFlF5KSWF65Ck6+5sh8RogkSl7K3MNSLFpIgVqyQIQccVeBd7cXy/ovDULBkAj5IHFGZuK3bN+MvBRY+XYaafSIB69M69tlfhk91FclC8a/E6KxoJ4L6wWcI3Jk9XjlD40piwdNtXY8ciCrlqwp/PrX3stefWxDPZgv+gAQK+cUpiUt3TS6A0EC55jzn38Phoe5F/ys/xbfIjP5rn+TBxd190ZON3KmWEdjXiDWpbYKehW9dvmLtgQ3TPINDNyzfrr4UycrqxLyJqdObfught51hXdmkS5nqu4Ul15daepNIadhGEzns4A4Pwc8HjTNI/RzVp+I/D7dYKmaR4CPtm2bds0zTvptnbdoBt00rweXRCAA5uND8puYa/heA00U6QzNl3AerGtN3jXDH6R5RoN8LrMsd6ZkiyebPt0H+L8Rp7gkBUznuMAeLr//wjDZx4i3kvsx/IGis7o8Dw5OPceHw90ZtvL7f3YwbiUtsbLM7asCPxYAJ7F1cpTA5Kjth3xk/jMePBktvKU5I1kjvhlbaAWcHogdYz8XvkzNtfh6DS2/RPEWdLnvVh5dVmefN5zdX39vrsnE89o+uu38DJvBeBFXuJFnuWn+HneScs7eYh3cJOHAfp8x+bfq495b/KKV8fzVm2+2xkzZszRn3QYpq8OuH1Xf+wzHJ8hXiKv7cJmu4mAbWTIZe3urLeJny61bXunaZpvBX6Ebqv397Rt+0zTNH+kj/9u4HcDf7RpmjvAbeAb27ZtATdvqcwLBHA01VoekVdBwlYmDNY7hvWeRArKKycDUrUDgDfQWxmzQTcb9DwZ5nS7qJ6k+xbVNeD9/P/be/s4uY7yzvdbeE7L022rW0gzljSWLRl7jC3HWMSWcUQAYwgQiFlDAuwm2eQuuUl2Ny+7e3MXcvfe3Wxy81nYbLJv2b0sS7I3S5IbsgnOYgLYvNiADfgFZBnJxuMXyXrXjMbqGat74j5t6v5RVX2qq6vqnJ7RaDTy+ekz6nPq1NupU/XU73nqbYoZ1ETCoyhC02ZwWaUbd6hMfFacvLxn+1/0P/fBJ6Tdzcny4iiKGNnw5csXJnY/TDyuf7cMQnUpFFco3phbUfg6U5+gj5FSn1teBx1Lw0e0fGXoizuPMOe9h42YkrZYgj2sXzs9lwj5/Bs5oDbg28gRvs8D/AC72cQRmqhTw82ShAk6bOZ+vsU0u0mpsx11zLj9fvacH1fBbPX8yl4+WvjkSTasZSw6LRJqbKDDHA2nFOp0e0NVZi5hw3rfmnWdt8LTRni5ez/y4llenKE5OPE0pPwc8DnH7WPW9e8Dv180bB5WCcFxl6/lCZpQJxC6tsO75MZHgnx+cPz58uvui+LLh0sE3LRtP769WVx/bj5DZTAGvBf4RW7hCOuZYY617GEn83yDbNM/Q27svLnv5NsPJ/Tcl1+jEYJaiu4KeZtcuSQI65kdb4wsEHgegq9OxOJ2r2Mdiru7qk/o+b6rXRfcuGMdf6gu+57lEQg3Xh8BCd0XLcth3IqQep+7+QbuPkRFwy8FvvbvS8et83ZYc+0bBvbNIQmRKtOR++qsm8ca0GCSfVzK7/GPuZ9tuvimdZbGG6i1ME1IjkCTKZ5hkhfYBqRkxzRUEL0FCzVruMpu1yFyaw+z2zaQRMdr/KXUMcvLVZguFWZ7hMaWMXY9cNN1yVcMoaHDcwMS0bNonS9YJQQntJNxqFOyK+NSOrGlhgs9i8VdxMoQamxF8uLTCBNUQ/0acJJvcguK8BwEvo0iNycZnHvjy6tPCIY0F5+7T6sfBkXrSRFtKabB55HKYZ7nXedZCELXRcqwaF1abLwh/8N832G+6WKQV75nW6uOtRnXj899qWnb8Gn0hvwYq0i2TH0/k2xjJ49zP9vawFZNbBpk84f3q0kUz7CNebYhGKNNA7UmygwjtVCkqYmgguwF9q2w8pWFSyRUOEmil+Mo/1VNccwk57U0mO+be9PRmTcI1TuX6PhknyGlECc7xv/Z3ejvbFhwzjZWCcFZLM5FNponuJYbIaLRQg1Dmf1tUugNTR0gvPzbF789Ju4SCd/zovmOadOLJcDD+M/zl/esyPNh/S13HGci3jNJRlYCZzOvMUuJTzkJTdb3uZlONX++SryN2/7NPldVoM4k+xjlgHpaBSaBXTfAli2QJPDss1B7lB0PQdrczxz38yQ1vQqqQXtgzl6N/snNoTl1ofy6cgckLU1yWkBClQoLtEhpku12bN7L3v+rzaCFNWSNDuUhVpfcOHwro5cPZ2GS8VnHKiE45kMX0Wxs+LTIWENwO2KfG5F7G0VN+DGzt0/rtfPqIs8qESMIFZTV5lrgepTWUkcJgaYVtkgHHiI57nW/OTlDzIzrhjVuPiHifkN7Lo+vrIoKddct1EHE6k/oeayDyROUofcaFnkWqljaReMJhV9qPMPA135D32Opccfas+vP9+u7tuMrqnm7HbKvniWWuzvXpMJgvs28lc1s4QFezV5uALX37M7tcMUVkKaK3Dz7rNrSuKnUpmeYRLCVdt9EY/u9XIuNbVmx3ymPRPe3X7XsXMWV0OkdFlqlxUJvVZVNaFLo7dwTqhN5w1Vu/fZ9s3N3CGs1YpUQHHcfHPc3j72b62G0a7sxmTSKxmFX4lAe3UabZ5HI68BD4Xz5s2ELMrPh3yOWu91oi3aexl9opYZJD+fajt8tHxz/KYPfiIibm2boPULlk9fpu/H6CKHvOvTcd58Huy65+R4mrpjfIuTZ5+Yrx7zyKJKfpcIuq1C9se/ddlq0HhWtayZ+u/PzTVINtcW8lVNG8QiRyBDpT+jPn/0OFeBGbmQGOMJBtvEAU9xxH/DUPti6TwVrosamZuCvgQe5mS6TdLlUDwspuqFSM7sUm6Xg9qoqY4lR+YzbOVw5485B6gCtnhVnobfKKiGzTpk07SXpbrl06CdDMTkQyp+Ls7uKSvIKyiGqFccwJjRTSUMkwvZnkwZXCIe0KPfe7lxMeHfyp0+YhgSHHVdIuy+SnxAMCbHz1EYRHbsB1yL5tNNyYTQ7V1sM5Svmzw1jbwiWMKg9+Tp2e8fSosirbzUGJ6OafC22Yw51PnZ+QuVivpdtSk9hQDOOIdZp+wh2lf7DF32k2+TJoI3/qA1fXkwcMdhpFv3GDfrbZ4oalo119qH8xNrFMDKrYaVToX/em8/q4uY11EH5wvri8smWqpUv+xvafg6wj3ezhQfZxBEm+x/1DMH79O3TjOvhqBYJpxilygI1FqgxqncpzoiFq5ioYabssM0O3YHjYJS7tL5TtqTcxJEiaAMVjBUn+xtjoWfBMeTGLB83pKdGtpy8wmBdalrPjbsLm3SurPWmnGS8COhTQB8Bjkgp3yWEeCXwKdSKwQPA+6SUp4rHOGynYQRvTND4LAAGeR+8iOC1r+2OIC+eYTVvXzwxq4OJ35AQ2y1BDVmZCYT2WHRefC6Js0nOsPnONDb/ib/285i2ZPwYgeN2YCGNOK/8mwxOvj7TcN/XICQ4mwyXJ5ew+OJ2v6mpEwlqA0jXv1vvZ5x48vLjEqVQm/R9N59y4mv/ZiPUUFv0KUahOh4qw1j98eXPlydfmfnqqT3k61775uO4sL+pnfemlb8GmUwwHX0TeIwF4GHewwXcS4u9/XwoAVqQpMq32dFYMEnKOozlYISUKm0SPY4lOWWlrwiL7+Rxczq5TWgG/XVIqeihKchkgZIrCdmqqoQ0cFZVYv25MPk0cj60PUV/nvp/3fTOHso5OIvDrwJPAGv1/YeBL0spPyKE+LC+/1Dx6IpqdK5fV/uKCfOlIhbPuVaBjGY9pu9tTT9B7YvTQDXeGVRn1sI/uc5HGEIdTIiMuPehhh8LF+tk3Dy6GNbCY4cLxXkm4rfTONOIdaa+NF1rQCxfw1gw3DqT18nn5SEU3iVPMeTFm3cfS2OY94vdm/pkk5aiuxm78fri983bMXLDKC/KylOlRZcJvsAkM+0pbngKdSbVpPqbbMLkQ7CZB/ks8CwN1K77itxsYBo4og/sbCJpktCh2rPq2DnLTg83OyIPvlVWBuZ5ZqXoWFacWs9/Qqrn5NiTjVMyuZeSWWxCbdm2dIWItonHwJ3vtBKTjMshqsIQQlwKvBP4beCfaOd3A2/S138E3EchguOzEOTB16m62on9bKlYSucVeq+lxFkkPaPdNa1nFdSJ4tegJh0bzTJkwTEEyZCkJv4DOn3wWVMMQismYgQlRoLcvBTJXx7selkEw/g7k99+uepRkXRjefApGr44zmTeV0ZD9sNHwIuGi8UD4QM33fpflNTaf1Xn+lrWcxPb+Y/cxJ28jv2MowchZ3RSDeWwH3iOCnM0EM75UPT2vFGKVkKHOs3eqeH2vjUGKZUewSligUi1tadnVtK/5rRxc5RDQsU6iNP3B/79p1zlKk8BMLBXxJ1rivDqxHJbcP4d8E+Biy23S6SUxwCklMeEEOPFonLH+A18FchHXnzh8vwsBkXDD0Oy8ixCw+TZJXyhBjgHPIY6ksEIHjedGmplwRuB2xnlNSzQAh7XYQ+giJFvWC7UscXex2eV8e2LYYf3abFLJbc+YVbU/7DPbD+hjrBIB+mLy+e3iHseIYlZSENlF0vXd20QqkchC54b1pdf91kMS5UZ7vfIi8u3zNvEs9g5HCELJ467G8b+azLLNMe5le+wm+v1wS4TCWqTYuiNnDZ7MaZ6ybbaXTiz0FToPx5BoapJiG3JSbUdp21ZYGwrhD1pWd2r+TaxuSaDQ1ux/sWUuy2PjHueYuaGsf0mnP1JxuUQVWEIId4FTEspvy2EeNMiwv888PP6jsHJbQYhbcN3HzMJu35iQjwkEGxm7/PnQ55QC1mchvUTy4P7LNvWPJso3KB/Im+C2i/nDcAtQJ0FnkIRmqcJk5vYN7Ddfe9izO4+TTVPuPtWULkdfaiTCfkvmm9b27MnOseIRBFS6/NnJkTGwtq/oecx9zyNtEg78137yiR2X9Ty44YpIh9C6efF4T4PEbphyKXt32eNCZEbu73Y8YZIUizNhGxYxl6YYNJ9Dpjjm1zPNn6XLpNcwT28Ot3LlUdaTKAkyDiwA2jQYYyv8G0O8x1uZpQJBA09h6aFGp5SZMb9q/bcO/pE8EqP2KRabvlIDtCz0igrjio3e8m4WSauhsXaLPSdS1VjcCWVKReX0NhtM0awU/otN3a5n/0hqm45RFUYu4DbhRA/ClwIrBVC/DFwQgixSVtvNqF2RRiAlPLjwMcBhBhxqGwRlrlUS8ywGneRjiEk/N+rf49idu9U2IxqUF8lLCSLaKd5+XBR1WmPkZmiTcVvkc3DSVHzx80GgQ3td47BScmhTsHtqH3WlbwOP2/fnKJ1Ia+jc60Cvg40RpDsjiGvvsS+T92Jy7VYzXnii8EtY9/8AVeAh+Kw0y1iCbDDG8w4bm798N27CpBP6Uite189CxEmO5ybH1/+XfjqfszCFCJPoU3lEo+bSaOCn1S77S0kL+xf97rmpNsBTrKfa7mBHTzDATYwzeXspwaMV1FHNVRg235ot+E5ZtjANLPUkL123O6tknKtKb55OOo30b8dTXiMxSbBteqY4a42hkIYa1GLKgltWqxFDXllq6nc8qowWAdNmbR6KalnNat83Pprfxd7xS+UG/0tHctGcKSUvw78OoC24PyalPKnhBC/A/wM8BH9+z+Hj93tXIYhM3mdu+3PwE3Dl24oDz5BaMiA0bS/ZvmzG/TjQ8RtN5gG2RlONubIyFOoHExjbNJvfTF/YzruupVWw3pu58PElfd9ilgr7P078joT99c3UTlUb3ydQOhbh8hbiCA1c/Ic6ljdfIQ6pRBCZMxNH1TdvJzB/UJSssNWi8Tjy9Nmss3SbMygjgIJ5dnOQ4hkFPkGRJ7nEbkGWZ23YbZVKBKHq2T4nps25SNtbeKr49yVU7Zl0/61n5t0Y3LRbv8159cmPhnpblNjVB+/MAFMTAA/NKJ2NE5TePIw2x+CZvMUc0yRkjDHOutwzAzGdmPIjk1y+ufvGL+VvjCG8NR12bWpklKhTY05GrSZZkHLMcE4G5hmA+tYzzSzjDNPg3n1FswxQpc2SqnbgyIzDbJtDwwZMiTH1IUm/fXE/jULOVw59ULge5QoipXYB+cjwJ8LIT6IOuzoJ4oHdTsfXwcT6yzc66IkKdQRLhYpWYNICO8HEupA8+Juku3XYKNZIHxTp2VMsbZ2kqBIkiFoG/T1BlTn9RpG2coCTRQ524MxXfvHmWFQ6MeIoz35zna3Bbmr3bvwhfeR0LzOyEXIT6xu5X1XnzUnRpSGjT+Upln27YZtkrW7UPuKpWm+ka9emvpm58ONP0Qc84iVL668Dt1FK+Du1lkf+fRdu+9qhzfXc47fUD0aXA7td48hVPah5eTunyE3VUZIqNJC0tIThFFiolpVfwCb5mHrPLsehQ77SUh5hklOMkaXGgKzE45ZNp4RGJWDjOzY5Kc/l+ZZqgmUIlxtanqYypCqBorcrAPGSFnHLGPMMq7/JHCKjGDaFmzz55Kb1HMdwtP61yWlC5EwZx6lBWeRkFLeh1othZRyFrhtyBjIJyK+TioPsY7Q5zf08UMC39WM7HSKVHw3vhBCAtCk4SMRsTiN++AGWxnJqKO2MroSo92OspUtHNBCYTNKYzlJ/wnkdnyhyZI+zd2HvPcwYd05Oj7NP6/+hDqqEFHzxRUL7167ecoj4TbySF4ojPHfpJ/g+DrfInG739CQmKYnzVh8Rb7FsHH4wvpInR22aflzy6Go/Im1P/PMJVOuxQXC5MUnd1y41pw82KQsRG6M0nMtb+eLSO7hanazgensLZNE/Z08CSfnYUatqJrBWFWU9UVosiRISen0Ol1jibFJjv3Mvla/Se83c7Pn5oTkj1qyrv46jFCl23tmW2rMb9O5N/Iudf5CbdiWUysHiSRd4c0GzzRW0U7GoU6vqAD3oYiGa1sw7PRiFiL3uS+OoppeKC4fbHdbI3Y7ylg4N52Kx+1K4De5gzuZ5Heo0+QZJpnl9cxyK4fYiiI3ZkjDJnOuBmun7W6M5cuXa6lxhYNbR0Ikx41/mO8ZC+dzC93n1b28eIYJ68LtCH2/MWHsSyNWb811O3DtQ14998VfpA2F4gy1LbdjCq0KLIIiYYoQSXdiqhtnXn6G6UwTBufbuGWlLLlmWGpEP6uitsAB4NismnizsABTwBFl5/0ekzzDJPNciuibxNwi9Vi3DdExK6d8hMZ1d6/NEJagpt8tWw6ektDVf/3lFasfvvtQ+zHPQiR9pYiOpLuk/vTcwyoiOMNojkUREtC+jtgO4yMo9jMCz/OErk2EfGTOfuYjXD7S5EvL11BDbpCdB2O0tM3AHE/yLqCK5ABQQ+gD89Yzw2Eux+hmmVUglI6BISFuXn35txHSjGy/RZaL57kvBr5v4JZBHtHO85+nHfryYt8XsT746l0o7lh+8tLLa0Ox+IfxF7KehPLsa5MxvwSeh/IcI/V5eQv5DX0r8LeHmH83DVthMX4rpHQ4xDauZiffo8llHEAN76D3yVuAkRGYVDaRdz4FMEVKhe9R0xvrGcWqRZ1TbGBaLxFXxLJqkZ5+4jJIZPzXSW/1lZnzI3rv0U8uulR0p+8qX3n9kWsx9i0fD8WxUlYUM1Jy/mCVEBzBcI3PIMSWzTP3uoo/fle4xDTrPIKClU4sDt+zkPbg0z5DxMvnPxS/PQnRkJsqasz4YzzOlTzOtcB7uBQleOZo6IPzDpDtdmomlrYIL+lOrD/oFwrut6sxKECKEDb7vWITj91vGEMoHfeb59UZXxjj5taX2Hc2vz7S4D4PlU/R+h7TZocpw1jdd/MTq+9FyijkllcmReLM8x8ri1h7DaUZ0vQr1q/pmBuoBQIJ2XCKj6TZbdC+tp/XUG16DDVB9nLWs45LOELCU6yliWSK1/Igt3AKbgDevE2dKl6v05tzmFbgySd55/1TvPOBvfw1e/l2z5ozjkTNv6nSYgMzZDsa6+AogmPm06hrk8sOKfZwVnad3RurTEfvx6NWnFU1ARohdc6lskmQvXzcyEeb+LmT9F34CKitUMLZXkV1PmKVEByXWYY0PhehYRpz71asmFbns47E4o7dD+vu5iGmPReJL6Qhx97RiI4qWeN+BLUCLOEwdTIC5C4p923Gl5dHHwExZRB65u6R4wpw3x46bhw+txBhdf3G6qKvbGPfLU9DjKVdtD4W/RbD1F+7XS0Gse8zbF6Wkm6obZ+p+F34vp9bn0IE2M2rGyYhO5/MN4/HXU3lphFCitmmeJbNtLmKG3iI9dzNDj7Fe5li+xiwDUVs6lXUBqDPA6+E5Ho1ZNXKYkw0qUm1xdeePGzITX/OOvqoV7MfTjaxuD+nITJoCIs9RBWaWJ1XFv35ypc/oWvzzmd3o7/SgrNiMEw21IHE3GOdTl6lzdPYbG0/9MwOm6c1Gz+ue0j4+u591gjfM19YO4z5dffemEGRnTr9S0UhW1nV0OGbZBpjqOPLszoYLdTNV0jzNO4t6972685d8OXJzQeEy8zFMB17qKMaNh47zGLIRSzMYuJbLLk5EyhqNRomvrOFmKUOj7vpmG347kNDHm7bdn+zTj+z3DTAq8y0WaDFWn1mXZsaU8D2GWB0FK7YAtzNQTqcAC7heS7jIOx4Gxw/Dvu6VFNDcFo6Fx29ZHuGOqf6JE3/W3ZIev+yPW8U2VFzdQzxsS08CQndHrvKZEW2Qitbgr7QVwZGmarpsDaxNG7QvzrWznmLwW/rq7dn24IjWekTzc80VgnBMUw2T7vzIWb1iAl1PP6LpBMKk5f2UjRTX6fv0+Zi1qeYBcAWcmP0nyicWn8HUATItfr44kkdN+gfegpZUDqBeH1ueRpSnr+icMuzqCYcq8+++pIXZ8gCEKprMfIbsxyE4g/VNduv+9xNw+c3FD5U74sQvRBRdhGLK/TuEPbvi988c9MJLZ03/kKdUShPRML4MNj5Z0NeVbIhaCML2kyxnUlgiht4kn18l7v5xT+dYjz5KrzlVi7jAS7jtI73Gjh0CJ7r9rJa1/N1UhI9NDXdkzbQr54oy41Rf8yhDYMb+/mQ9Pxnuxhn5/JlOxobvyOYScd+ipUhz0rsyjf72pVRpQVnqVglBOdMIGb1MPBZXVz/eYQgJNDd50UrUkiwh+L1hTfPzfu5QjvWEZpxaiNsZ/T1mPZjBFyD/s3Q7OWTvg7V5MPWEiGbr2MTJ+hf8m5bdcyf65bgF9AG7p4TS4GvEyqq+ed11L44Y4Qn9i1jJCl278bnS88Xhy9ciCzE2ltemyxa1rEy9eU35OZzL0Kqhnl/n1tIMYHhV964/mPlYtq+aeuuLFFzUkaokzJHmxpV2qxnig8wxfiHJuG6Kf6Yu6lXLmCuAz8G1OnA3N/0mmANqFvHMIyhNqIwq7CmyWiIyUELM7OvQ4uOdu+fXFzVRzcY0mSuzX44bWos0NE7KSvCU+2FT3Rc48z3jmowZeDO2TRlYcukmFyOKQoVyjk4S8cqIThmkrFPkyyihRVFXofv80cBf/Z9SNuPCbOYhuyG8aXj+vel5xIfV+OwcTnwGhTJ6ZBtfNUiM90mZMsv3bF+Oz+J5ddXBuh4bcFqRJy9sRbWvW/Oj/FjIzTZOVaf8joxN+953zr0LdwwofiLpu+6ueF9FggfcXfhi992D4XLy7+dvs9vkXYfKr+iZee7z8tXkQ4tT2EJvVus3hnCboiInZaPyNv3bkecOP6MwjJjuZv9Xoxy06JLm+NcyU0cYZJP8gvsZtubgOuuY44p1dIrF0DnJeZQZIYNl8D4fhiDnTMqphk6PSnSMMk19JmdztQWQ3qM9El1npUU6KCWmmd+DAEyBEftZFzrXavJzQ0ELep65dYsY5rqmP29DJHJgy1DXQuz6+dcQGnBOUfhCoSlkp4i5Gax8friyiMkdp6KdJCh8D53XxquP1twVsgO0TTWGkNOzLUxX8PgHjh2/MYP1jNfvutkAsKOz4gtW5My2qYt4EOTzWvOfUyjsvMZgo+E+/yE4ordh8ixL33bT4z0+vLmdsIh/6H2VqQOh9IMkTFfeqG8hfzlkSRzHfrWRYhoyF/q8RNC0frhtk83LTcNl+SEVvm4bdSdp2Mss+beHAmjmEcX2MdOvs91PMxuavfBePpp6j/+Bt6/YQFOnwLWQboRdu+GrzwM++Be4GlqzLGOlIQ6TTb0hqtgoulkQ3+ucX17hP7SNTkyObYXeXfo0NZza9R+Om3a1sGec7T00nB1HtZGOno1VYtRxpnt7dZuVojOkc1LajFovW6SHefg2wDQNywPKzMHpyQ4KwB3LDJPsyyq2YXcYsLKds/rMHz+8rSzWGdatPIN08n6wuaRuAbqBPHbGOE11OkySosqLS7hCACzjPM4m8kO42ySNXi7DAx5svMdyrPRRm2/Feca4ieYu/HF0hsWobpoOo0i9cmXtxDhyovPDhci1/bzEKkIhfXlvwgx8hH7FH9eQ+8SK09ffD5y4Huv2Dd0w9tx5BHJ0DeNpeuDr65AeKg15l50tZDPzV42XdNxNRjhSrZxH2pyriYgCWquTXIF1DfCXBue3A1PHoYjajfjJjDHOo4xgRkaqmqL8ISdrFNMR+inDO7As6/EMylhT05OSCzS0+1NBFZL6qtUmCfVQ1xqKnQ3sy/RX/d9GXY3KHWH031+X+GJbzlREpwVgr2KahiEhG1eI84TaLbFIE/Lw/FnXw+rbea5xcrHl24ovBERrpZnGmYVuJIRXsMVHGWElC7qrJfjTDBPC2Xl+RrKrN2kfy6O24HVGCyjvIZm571GZskJdc52xxCaCOgz5dvf24cQWfbl0712v0PIb5Fndlx5cdsI7f2UF9Z2q3qe++Ajer524QvnhnHDx4hkrE3mEbK8Z0X2KAp9r7wy9IWz3ez2WdO/PgXCF2+sTCrOvT2h2BAaY7FokM3NgS5tDrGNScazUpkB5uf1HjiPqaA7r1IHb9YfZts3ulSOABwGYE4ThzY1Dujhpgb9JeSSGFddqlrPjGQwao89WGQITfbX6ZGYLhUkpxCos8rX03/m1TxjzmlRCf3WLaCPKNm59ckity6ebYLzfcpVVCsC24ITEiahDiikrbl+3OfDaFduh13UbxH3WB7y4vJ1vEUIWcf6rXj8zgCfocsjTPWE3eXAVWQm26Pa3wyDplmTN3uppXGLkYUYXKHu0/Z9YRaTViwO182nQ7r5yftOvnhs95BlIJYf4y9WV0Lx+eJ2NdEQeYi5FYGvPccsMS6ZGKY+2f598RQlRXkEMi98XjzmmRsuRCYbqO0czJJls/Ef+JUbEzYhO+ncVkrM9QYuJeVqdiNJeYZtPMR+du4DGrOw/SRseJ4XeZ41PA2bXgM33QTdbzJxN0y04SAdvadNgznWcZJTnGSGDZxigmyQ3P36Nk2wv5BrK+kfIMqObDCrr2yyk9JCUEXSRJBQpUlKopfCq12OU+p0vcNONuE0uXLLNNbGFiOLSrhYJQQHBjVx6B+KiFWIIsK6iLubbl5Y86wISYohRt6KvHfIrUjnFWL0c2SnThu/m1FEZ4xMjyqi3Rs9q8agQC5Sbq6AccmU/et7Ztxtv3nXvg7Q9ReCT5i53yVWt4cl0UXIcaiehohh3jvkpZuXnvvM/ZYuQSuSnuueLOK5L98ht1Be88rARhHSaMOnlGxGLQrYjGpnz6EUj5PYU3Mz/z4rFI4f86yq472SbTTZxl4kU4wyTW8N0gRw5VptwXmex3Tom9ijSM4tt8DIw+z8Ype0OQ3AQbb1zppSKakJwzX6d98JvbW70sq4q19DbLLJxvZxDn6kOh/ZPjkjdEio0h3YL8gtvzyriK/tQLlMfOlYRQTHwNf4YppQKEzMzzB5yAs7rKaalw9XiwtpinmCMJauG8aeJ1NBWWpuBN7OjXoL9UNs4zh1qggu5UBvP4tZbuRZNtPlaeApBoWqEQh5m44NW3a+DmaYbxyLO+ZepC7GOlMfuSvSsYXy4HvvWFkMayGIxRGq+z4rQ9E43bhCflzkpeFrN7G8hSwlbnhfOiGy7OY3lp6NvI65iTrW8in6T73Oa1Oxb2GIzVWMcCVbmNHtfgZosMAE32M7l3GYHQAbN0LyBCd0bi7sxXURHD8Kj3c50oSnqHCQbRxjQi83V8NFamfiaQxd8Uk6d9cgm+io+/7l4/E3N9ZlO5YWiT7CYYTM0rPQ29ndyEkTzs6J+z1D7dJGOQdnqVhFBCevcuQJCZ+m7RNMy4mldLB2HCGhWKTzyYu7CGaAGUYY41L+Czv4VO+sGIOTjHOMCQ5xHdvZybPsZA9vRAnZo2RLy90OxNcxuN/IN9HY9evGE/q+LomwR/dD9SLWcYcsELF8hIj6Ur9nXpxnMp5hlIyiz4YhUHlYDEEtSj6K5imP+MXyZdxcOVZkuXIbZbWx01tM/s3zGmqoSg1xdZlhnnUsMMNJJqjSoErKBu7nfQA/NALr1wMXcgmneSvHgYtQG/11YO9+2KcOGD/IVo4xwQLjCBIWqDFHhzrN3o7EZgJzaOG1L8dxG1lqXfdPOu72yElHP1e7G6uNAKsMbgJoyx3713a313Ql1r2ByU9pwVkqVgnBcZfLFRVssQ4iz1KQ18m6YXzEI+bXfe7Lg3GLEZpYfLaf2L2L0Dg82r2FEmx7+DofZp5bqfMo32c3r2Yvaqllg2NMYMbs+zUmd/JyzMTre5eQdmSb2m0S1CbbJdkWi7Zg8ZWxK3iMPzdPvusQQh2mz18eWSoCX1iX2C+V6C8lHMTr57BpnEllJVR2wyDPcjhsfEXrWFFy7YvTJ9fstmWsQlm4WVJmuYpRaqxnhhtIeZId3MNufuRoF2ZnIdkI9ZsgSWBuTq2smprqkZvnqHCMS1nQB4MKakhazNEi5UiPiChbSr7dCvpn4xWZQOtOOu5qeSdJEHoYPSNZac4wlf3tfRsA+pQqu/zLZeJLxSohODHESAUMCtGiAtDn3w3ndrQ+N58Qd/3GCEoo7bxnvjzG7n3l4goEs5piM3Aj29jMDXwKmEaixs6fYZIu64AJBJPsZzv7mWSeI8AelPXHWG/sPBizbh7JMYiRIJu0tqx7W3PywXa35+S4dSDWMefVLV/555GeUJ3yhckjZLF6WDRvvnRDYUIKgy+9kJvtbn5DK9vy3EKKi+vX9z3duhMr77xyK1q2SwlfRJkJwZ3HYxQFMzE5QZGclExxOMoCNQ5TJ2UXP8R+nqMGR1rqUM00VcRmYQGOHYPDh2E3cMQsRahZRzUc6c3B2cQRLuMAG/R5VCZXeXDtsIn1xFibUx2TmYdjw9Ccbh85CQ1TuTLLvc7LsWuVXkrdKGGwSghOHrPMe1aE3Lia7DDhi3aasTyG4jqTGmkIIUuQT3g3Uebux9jPVbS5gzpNRnSYrg4zR4MTJNrvN8iWipsVVXbatvbjy08eebD9+5Z625qSqzn5ytq38VaIcLhuPoJd5HsO840X2xYWg8XE586GWGw8eWksBnmE33Yv8g5F2v1SZEMIbj1yh2nN7zDLfotYrAyZcdsrKGutUiI2cgTJbq6lle3G1+1m0VSrathqxyzUYNc+SDS5+R41TjJGl3EkTX0m1ane4TDmzczb+WbvuWpJyBZt/q/Soa2PdZhjHfZw+xxKrkm9qio7hNO3pURFh/DBzrV9b/KROm4rMUS1vMvEhRBvB/49cAHwCSnlR5znPwl8SN+eBv6+lHKPfnYAeAF4CehKKW/MS28VEZwQimi0edqY27G7/vJIxpkU3kUF8HLAR+58ZK8B3MIdfIftvJ8NTHOQbTzLDgTbSdnGs0xygs30N1pb3NhiyViGzM7Itl+3o3D3jTCavDt3BjKN07iFSKwLX1x2Hlzk1cE8DEuaz3Wcy9qnj8Sf7bKOpZenZITcQs983X3Iv6vk1Cw/PkIDmXJi2lmNtYxzBZ9lkt1sBbh8BK6+Gup/Azyv/G65Go6dhP37oXUcgJ1N2HnkFPdyP99iG99V05Op0uqlaFJTtpT+HFWce1tK5LVORdvUeVZqd+P+oaiTQBfVEwnM/s0VsonLYyz0YjO7OxvZ5NY1V7acK+18eYeohBAXAP8JeCtq06OHhRCfkVI+bnnbD7xRSnlKCPEO4OPAzdbzW6WUJ4umuUoIjj2b3NdBhRpxEvBvPyfwbCl+lwt5HXPRsL7yc69tP7aFpYEaoqpyiOuQ/AhX8IA2I+/nGA/yJDdzNbeyQJX9bMDfoM11jYzguMLWoOO4u5aVluM/RELsJetmFUmNwV1FbSIW2vAQx833LK/ehfLq1jX32/ni8MWZJ9Z9cYbiisXny0deXc3rbPPiz0OeXx8RKOLvTMFHnENt0nfvs1vE5KAvjlC+fPmw23+D7AwqWzlRbXieJvt4G5IjTLGbiW4XkgS1gtIoI6dh01rYdBPckMLx4/Dkk7Bngcl98BxHOMYEJxlnjgYnqVGj1TMG2Tmz1VgjRXx2XOg/jdzAtquoNWaK6FT17uyG6JwkZYEUSQdByoYeAVKxzTKmh6rcsvT9ubIrsXJhvt15t4pqJ/C0lPJZACHEnwHvRi3xUzmQ8huW/28Bly4lwVVCcFwLTkgbKeoW8hPrGPIEv6/TcDuMUBjbLRZ/nuaX5yeEUMdkX48BtwHv5Yfp8Eo+xq3czSameymeZB1zrAPGaNMgtbS6eIeWMrgDaJE8++LzmXrdMC558pEm86xIuq6umEe2Qoh9v9C7xO7zdNdQOqF6GWonLkFy43HbR6hMirbVWF2102njbxdF20iMYNp+8tp1URSVD/a72UqIHS5UNqH85ZFp+9oQnbrzmykqcyQIxjkKSid/9lllxUkOAieAPczpq0uqUL+iAlfcCsk3mdg/z+Z2h2doklIhm/Tbn9Oak/vEcrOJUB6myaiGjZQOqSY5yqLTYcHZNrB/B+S2NRfHtSfZv/TC++WNcTvbQ1RnBBuEEI9Y9x+XUn5cX08Ah6xnh+m3zrj4IPB5614C9wghJPBfrHiDWCUEB4brNEICOISinVIRd991rCMJ5THUafie2ULNDh+zFPh2jfDdm3At4AngL/k6bwR+l/v5GKNaLKylyRb2U6XJgj6yISVhhKo+18UlHW4H6Hu/EFxBkAkcfzkURUzYxOKyy26xc0PsuIb1n0diQiSgSLw+ouTGY+77N8EfzEOsfvrcihKtkBtk9dyu76F3ctMK1aUYWWgH3N0weUpRqHxc2G6+PX7duA0JsVcU+sior3Ou6b8xFKkZSdQp3QAAQOdJREFUwyY4I1R759JtYb+eP6O9XH01JHfxdaB1UYUNG9dTu1iRsj3HXmD++Gnexd1wwxvgia+x9SF4jv0kdNjEEa6i09s21B6mwsodDEdsDEyYaTJqkpVKq2fJqVKjTYsuTSQ1BFVNflqM6hPJR2mw0JtraGJrO7/udwnJq1W5TPxkZG6Mb1mY9yWFELeiCM7rLeddUsqjQohx4ItCiO9JKb8Wy8wqITiSsGZi/7qICf9hEBNEPs0nlL6vSdruwxKrUDom/sUQtZD1agY1eW4PilQ3mGUMuAZ4C5dyLVV28332MUqDK9hBwg4W2M68N063/Ny82aZa33P7152X45Id2xLjGqeXilgHWDRsrI7G4rQ1+Fi+bP95JMfXvorEH/IbIwpF27IvDl9+fX59CoIbtki8LvkI5TXk7qu3Pv95cfqIUgxu3GYHcgO7PeQdcWIIUhWX3IzSYC1NElLWM816ZhAk3Mvr2Xrf/eyo3QUfuJWd3Mtfne5QPf0itYsrVC9aw+bLR0gqI3zxYJO3bpiCd97AJI8y+VCL/UyxDQans2hMW9decuMzntiva4oghXEd9xGylpUMpIKej5P05uNscKJVxzf44FqEbStcyuBU6PNumfhhYIt1fylqU7Q+CCGuBz4BvENKOdvLnZRH9e+0EOJO1JDX+UBwYPjOww0XehYjKAYh8uDrCFzB4AqImKAL5bFInorEFyMwMcJlNJHbgP+LO9iN5H6gxUa+wa3832xHibsmsA94kJuR3MpGXs+j7OQwl+t4mk68NuwVVrGOJERqbDLTdvyFOk7fMNQwxzb43FxLRqgOxDpjc180zRiKkpFYHRpW8BXt/IchgnnPF5PvM0Hilgt5RGmpylueTLWtX+avSf8RLCoP6tBJRXIWqHGcCbbQ4iDbOMD97JgCDp1mzZaNvInjvHj8NBw/zRrU4S5XshHYBce+D3sfBrU9Tm/t5Vh7kMAY2tHnbhdJjX6TTJ4eobf4mtDNdz820TFHT6g5N3O0mKd/Pk6WhQbHeyTHJd9zfbFmGbRXp7X070rMwVnWVVQPA1cJIbaheOQHgL9jexBCXAZ8GvhpKeWU5V4DXiGlfEFf/wjwm3kJrhKCYzPLMy1kimhksbC++2E0u8VisXHlddo+wZmSTS5sc5IJ1lND0qRNle9yHbCXCVStvZc3c4I7mOJtPM4Yavdie+diW+qAn9S0rWehfNq/LScOI7Hazn3q/OG8r53HkGUgZjXJ6xRjROlMd6hV5z5E9CB7X98QW55SMYzSMayCslSYMgiRSuOG4w/necz6FbMSLSfc+hhSHEJh3Wv3/Wpk9cEcR2BWCNl74ijzSto7o0lZcSR7eS0PcgfAG9fDltMc5DgngEkdE1wJvApOLqiJxrun4F54IIU9rGOOBhuYZgOtngRyp/y3yIatxu0i8BmnihaPDmJKQP2qYSozJ8csGzcbn6rdjVt0SajSYJ4q2YHCdhmb/bh8w1Um5eVdru3H8lpwpJRdIcQvAXejlon/oZRynxDiF/XzjwH/HFgP/GchBGTLwS8B7tRuI8CfSim/kJfmKiE4ryA7vcSndcSEThGBGtOkfRaePM0nlB887mcbMSuBufeZv1PgEaDJ17kKJZhuA17DJC32cT+SfajG3kBovUrNwbEbuJ2Gnb4Rmubatknb38aQFLdTqZGRnND3C8GOxyxh9+1x4YvbvjYEYTGdeKzTtN3cMD5r4mLrmu+bh2z8RduUfW+HG6aNLIUU+eaaFUXMqonn2XLD11bNr7mu4M93x3pud7CxdKr6uuH8jaFWUjZQAzQN1lJhLU3W0mQ901SZ4lLu5b1MwS7UqeF8gW8Cr7pyvVJ5nm+z8PzT/DBPU98AbKjAddfAey9n18MPs+tLs3DgFD01nsGaUNNuA1Yc86BCxnFdS47dzA3vMM2/BRNpNgE5K8Np+o+kURC90soO4xylwTwTLPQy0dSJV8kUviqZ5drIPKNkrZLueQhIKT8HfM5x+5h1/XPAz3nCPYs6MXYorJISFAwK8lBj97n5noWISSg+37OYNh/yE9P+zXNfRxNKI9ShuenHys7n5t63UJaY51BE53LgLcA1bGMKyRSSIwAIWkhaXM0069nBFNv1njhNBi0ErmXEvXaHmGx3G77ys/249y6KEiDX3Ueil9rh+SxHbrxJ5Jmdj2EIvs9vkXcp0ukXiTfWJn2EqWg55/kLPS8Sf9F8LYWkxeKy64pvOwPzWwn4y4O9RYRNpPoxSou1NNnIYeocQLKPDfbclWrCFLBp40U9p7GNF3PZD2+lfvEG4GLgJTqc4Ntf+xbdapMffuMrob2TyUcfhYPH1XkOMygxEoKP3PiGqCrOL2S8z2pa4yjJp0evMPviZBOPWyxQQ5Ii9PDVKC1GeyuvUs/KKvvXld/2tzrv5uCcdawSgmMQEyYxIR2LLxZXXhpuJ2PH6QqgPEFYlFz53sFHitywsTjy0rLd6sAtwG/yt/kV/pRfgzuAtWvh5Dw8APc04U7ezAkmOcxWTgBmM/bB+NxyctWqkAXHN8fGlENL+7WtOibuEFxB4272FyOSIfI4rLAoUieKEGa7bobyGcpj6HmoDEKEPEbUQx20z58bpw9F0i6CWJ5iiMmAIt/ATn8x72w6Szcu+zeGzSiL7BhZ+5lhsDzseTj9bGGBBl29rNve06qnUqQwmcBjx08Dp7kQkJUL2HR5g8xs8hKgLDu3ArALvvoleHgBnlLD36Y1Gx7TZ7mxl1jVelnLAvg2wbHvDd8wv+3M2USrbCzZUJUiOIb+KHmTaGJjyE+2kjSLYZA0+trG2UZJcFYI7hwcV3NN6LcMuEKuqIaWp437hEZIMy2i2fv8FNEAfR2t794XX5F4Qp10gjKtPgL8R77N7/Jh9vP+O3fTYJ4Z4JuMcx/vYZ738TV20WUP/eP4riDO6wBM+ka0tekvN/uvZfk3829skmPPSXHLvqiQ8X3PGAEapqMNpenGG0rLjSv0HWN1NoZYfSmaD19eitbnYdII+S9CQJfS2YTyPIwCFqpjtpuvzCoeNwN3Qopxq6AIy1Gy1VFmX5smg8pFk0FCVWWehETTjYQOdbbxDJM0mdLn7T7NF4HJa8e57Kr1VC9eQ4UqMIrqhmY5euwoX//yM7wfIP0xuOsuuBuOtNVQUVOnVtN/FZR7j+QYcmLg6hy+tQOxInM+VQWbL2Xlaaw3ak5Og4S0Z8EZPIzTRGz+zPLxxHl+/s3BWQmsEoITGqJy70PatE/A+tyqhIVHXodiw6dhu+nFtHBfp5/nz3df1F8oj6Fnc8DnmeI5PspP8lH+LUoDrKA0v+eAZ4HvaP8NMuFp9uGwd7WI5T1FNXZ7cqNvsnCLwTHsNv3j3DYZtuci2NYgGFy+GUJIIw9921hHbAs4Hznx5cet8yHC7Mu3D3kkL0bU8uq8+06+/BbJVwyxNpXnfzHPh0WsnQ2TZt57ujISsvk0plO161qHwbEf821MW61ZcdjpZPdtqqztu6+pNcAtgFO8ANxweYPGxetQtOQSsnZ4ks2bXmLTxhO8ePw0a5LEREJT565FP8kAi9yYrNqvZ79mbITOnnbn6U4S/eZ5w1SZBadFos+sqtKiS4WFXgw+ZcIoY665aSWGqFaCWC0fVgnB8cEn8PI0vJDw9mnIsbjztHKf35T+cLH4fB1Vntbu6+h8+SrSAbp+7V/TAOZQWt8M5iRh1SiPWu5GJBm0POl18KtdJg8uTB5ipMJnl7YllyFCBva9idvtdN2hMBv2RNZhtPPYs5j1wq2ndv0y7iY/9qRnXxtIyI/PuPne01ef3KHIPEtJSOHwxY/jHqvvrt/QM1+6ofCh9HxkME9Bir2b8esr79g7m+dVsgnBVeBa4HYmqbKdu5E8ygin6DKOYCcP8zYOcxT4KmpDT5vwmPhMJ+4qJ6n2pX4XqFFnK129yzmv3cZj7OfN776GxsWXoaw2F5MNS6lhr6PHTtA+3eEx4Cbugbe/HUa+xPZvdNl+BB5y3rSvK46JVXeqS2yk2jNMNY4aHuufjRQiAv56NkLi2RsnT3kqsVSsEoLzffqFZlGigOPH1uBDfopiGP+xjivk7iNbRTrHGEmLpWNf2yuY3A7QlO/lwHsZ5Ve4jb8mYS9Q41m2s4frUcNYT9O/3NsMGdmWE/d7urP+UusP+peD4zwzsEmQXR/cIStf5xGavGzHHSMbvjDLjaL5yXPzxZfnv0h98mGx9XXY8GfiWdFyi8U7bDkPE4+p56Y91bC7YoXHgeeY4nKmeAOj/ALbeIqEDvu4ii6PAN9EbeR5FKXAGOXDkJsWGblp0y8n1JYRo9SY1XaVjWzlO+zgfXfv5vodl3HX56d43W0vUV9fpcIFqJXCVf3boXpRhforq5w43QFOQzVRp45X58HKgU23eq9vW2vyisvtJoz1JmWw+Xs4aKYqZcc0LAw8tZNL6AbnFdp/trxrsUp3Mj6nsEoIjhmiMghp7z6tyhcupv37ENMmi2hqPvjCuYRimPiWiliZ2OVmJEkK7GGB/85nuRF4E9dylKt5kCtoAg0OcRv7uIEFnkJphCaOGmrIyR2Xhn7C4pIbGFzCbQvyluNmE6jUCmsEtC0yjYAx4dzVW760fUgZtBD5/PisRL76EEMRP8sR9uWCc7WMfG3VJ9vMhGBtiiAFvgF8hgXGeJy69j9HZrFxlT9bsTBto42yDtkdc5auWio+A7SVVWcrnOAgb3vfDVS4EbWZrWlLL6AWWz/DE7uPce3BJnVuhYeegq/cxfS+bMO/VKc6oUP3zb3pkPGxGv0TjiE+N8e+tnmGQVOlCXbrb5HS7FGclAoLgKTSO208y14FaDBPw5OBpnVt9wEJividTZQEZ4XgEhwDl8C4sCuSjzwURRFyFQsbSzsU3rWcFMlfkXeMdayxsD7S1UbNtwE4yuNs5nHeZsUzA3yJ/lVNRqjaBl9lwgUsM679LjZJcd/DzrM9mA7ZnAGjEVXxv6NNhuy4DdFx/dqqXig+G76y8/kLER03Ll+40Hez/fosEW59WCwxL4ozRdiLKBtF3ZaSp7zv75Zt0TwOk757beJr4t8A0xAan1IRitu0B9OOQA1/jWEPVyV98XRISeBRuOQDr+FTf/wo7/+pC3Q8m1HDVKM6/MWMbbqY5w42uZ7nIUmgpd6gCZykRp1Wj7tMWKn0xImdZd/rhIamXLFhdCXzmtr4bFQzUxLmfCp14njHWU1lDt9Um/8pEtRgIWqBszNeoSQ4S8cqITguinyEkGBZDNkJESmXgBTx4/PndjxL0d5DDagIcYkJOVsVqgK3cwm/zC38Fm/i93kD0+wAaMB0E74I/BXv52/4aR7mjZzoER4Tl2uFgW6fEHbVqFC+beFs3tOVWLYlx8RrrDjmuTvp2L520/QJpBjySHDIvy+cS2ZDhCl1/Nl+YvXV5y/0rCi5t1GEbCxWyPraTpE2UqRt+BBrg6F8FG2zvrR8sL+DfR2aKF9UabLTtMdvTPd+ALOpp9n4r6utGebk7Uu4h19mN7xxFLiItwN3/fmjXLNjmiuvMpOML0apNaqdqS0lnoAdaqH45P37mXwIpjRRm7SzZhiHb52Ce11xwoXCmNc0TCbNrsfTzI6l/jqYCccJaW81lSmnhA4jpIyQ2XkW+tq23X7Ny7SsjJztScbnH1YJwXE/dEhgu358HZIdPtY5hDoXVxjHOqE8FOnI8uLz+Qtp+aH48u6NWwOleW0GqpygyQnez1fZxn0cAaahWQEmEGznUXayH1AbBBqiYK/mUKeNJz3tr6Jz34mQHXeiq2/tp9uBG/JiEx1bRXPDu++9mE431LkPQ3Zc/6G6l/e9XbeQX/s3jwTF6m5ePuxnRfM+TNzDEsqlwPd9ipbNUtK0y83+NT131fFv8ueuhIJsNovbluz2Y35T58+EawEznKDBAlsBkNzKo3yFiTQFnucEkHZeIu10UdaJi1G78gOMcOVVbY4+d4oTx09zCachTeGUWgpu7E0Dy8JbVtaSwHXVca8AI7rrS5yyWFhQfgx3s9Nq9ltwlARRq6jqNGlTY4FED1OpxOo06faVtz1UZZetOzSYsDJnUZUWnBVAbLKVO/nYhXHP62wWq+kV9eMTdsNaW3xwrRexuI0/93leWZhnDdQmf29hG9fwGv4bO/gkP8AUNZQp+XtM8h1uRjBB0lN/Klac/Ws4qwgS2oxqSaUm5Kklkm0aDtmBbJKyyadLhNx3MO5ty1/LCZNnNToTjb6INcqG/T3aFK8/9rNhwtj1JzQPI4ZQnfHlo6gFxe7I3XruayehNENtJBRHzL8dfygfsbL3kcdQGYUIUur4KRLeDuPLbyguO4/GutBx3Iw1VNXTNnVmGWOWW/ksb+adj34Fbt9InSeoAPt2H+O5p2a5Zsc0l18+DowwM3uSb3/9ALee7rCGH4PPfB7+qssDKTxOjTnWsYnD2eZ+9uuYKUEmu8aAa7+Gua8GiE2SKEI1MgKd7uDKKwcZpcwmGid0aPdZcdSmfyOYTf+qqD1yanqoyiRQ9cTe5uwTnO9TLhNfEdhzcEITPYtocz6t9ExrgT5BU7WuY2m7WllI0NphQ63QFVa+DiIm0Hz3M8DngefYzy3s5818hQ/xBu4hYa820W7lKW7mcTajVlE9Qfa9ak6cCW3UjhFQIw2Uef8SSyMQbLJix5nXQH0kyAdfuRm3VsCvG87UVd/EaBt5ZDQ2dygvbFH3PD/DdMDDtq9YeVQDfuz6G0on5OaG8xEZX3qp51le2/OVk2+bghhi7+n24nmIKYK++O3n5q/HFhhcOl4joUKdoyR0OM4N3PnUV7jj/7qXS37sUt61YwckT8Dpp/nU1w9Qf+UojYsvY2x9g7f/rQZf/tx3ef3zd7Hm9vdA99PsuhOgRYsWW4HJKrCObM9BI16TwJ/Rr0ZGMlKTJIMEx0YV6GqJY3Q0rf+MtzOpUwPa1jBVlTZtanRp603/aphDOLskjNImpUJKooeqjDy0yY79HcqjGpaKVUJwbIQ6qNCHsTWWmFblwh0K8RElE2depfDlMxSuiIYVi9/Ap4W74VPn1yCUThPVtE+iloEnzNPgs1yO2mfjSswhfJeQsp4qcCWzjHGChP7jGlKgSReYJ9GTjDNLXVdLlBESEir6L9XCocWg9cV3b0SRUfNaVtpt+i05tj8Tl51XN36cZzZCliRf2cYIiv3Mt7VBXhxnEr78+94N4hanWB2OEZ1Q+qE0Q20mwf/N3Ph8ykHo2k3HvvflwydP3DKMybMQ2Y1NfHf95tVD3/ezFwYYYlMn23Onygh1qrS11UKt4mpgvNZ1tOuAjbyJ43z76we4/uaXqF60hoNPn+TU8wusAWi3+5pRC7UXTdqGpJ3RrAno3yPPtt7UUBYbQ2hsggPZMBVkhCZJVNq9e+uvQm+ysU3x7A3/qlSZ782laQEJ1d5qq0pvnhLUaPcUN7d+NvVvOUS1VKxCghNCSDDY7rGPl0ccYgLHvnYFV0jQh+J038PXobjXMaHoy1+RdG2/PmFoLBMpcCPwAbZRZZQ2XVrM0WA/V7HADGpfjSZq9YadXh2zHqFrnV+DJjwJFS0kuxhDsCI3hpzYZMR8X3uJt3luExn33pCe0BCWeW+bHOE881mNQiQgT4AUqXOx50W+re2eV4989aVoW4jlIa9+h+IpUp6xfOTlPS+9YcPF7ouWbYzcufHkkRuXfBVVmqoM7sTbIrPiKHelmCjLQ5sqdSb5Ctexfd9exq99Eq6+AniYTwPv+qkbuI1XAWuAF3jV9gt47qlZXjzdYU010eSkCynMUeGgHoeq06ROp3cQ5iQM7iGaaLe0q+KoLPjn3ZjrNFV/oMhNNsrU/0cmcdxSMpYcZcnOfulNRO70hqu6VFBHOBiaBIOW7nKS8VKxSgjOK/CbX203W3sxz1y3WOceMVkGYRMY+zpx7n3p4XluCx2ff59Aclt1rHOK5cfNfyjP5tqUfYoiMI+wnxu123PA1xjc/r2CIjVG87NJgvoGI1Sp02XUIkNqZUbVITcmbIjc+J7boslGXmds3GIdgikPdx5PkQ7nTCJkdYgR7ZjbmcpfEVK0nOmsdFxFyUysvhRpy67/BGVVvUb/jpHNY7N3I58h29wvj7QZYuO2YRilxnoOUOcUVdpIpnktexl/E3D7O4C7eAzYdFlDn0X1EvAi0OSZfSeone6who1w7CS0u9CAXTNQpcMM07290c2AWF8p2PNu7Kz3mry2ynS7/dYbG4bc9L/WQPdj35php3bfMHuCsKxdtgXH+Fvosxq3rWvjXm70t1SsEoIDfsuI+zHsTsZ2szeiCnVUeQLD7STc+7zwMctMLA5XO3P9mXyESFUeWeknGPkwfmwLzh4UqdkAXAX8NNdyC1vYz3Em9E6pZodUk16N/jNuaozSYC1NzFBUl4pFbAy5cd87NrfFnduQOn/Gj7m3iZMZ8ohNuDVl7pLvWCeVR0KHRZ5FLs/NZwGwnxX179ZrH/F3/bnxuvHF8hKyWuS9Yyj+UN2PkUPfu8cwrBK1FIXEuBtTxlFUPR1DDSVfrp/N6bhmUG34cf3bpP/8Nls+1DxpKnlghqdAKSYjrFMtaAY4dBy27OJ69vDYwSbf/Nrj/OAb2lS4GHiJy67cAMCndx/jxk3HuewDl8EbJ+Cb32THQ8ARtYrKlPaESdrMy2lg+IS1zbG+dq03oTk4SQIjqSJXRo+z9c60vyTUdbZUHNDEZhDGCm2u1XeJTbkoCc5SsYoIjkFI4LgTOTvOb1EtOkZAlqJZ+eIKvUsorRghCmldLopqiHnuhlwYCdABtgK/yd/i97maT1OnyTNMcgVv4zi7mOKtzCLJ5uIYUdFgVJufu1T0KiqFKm2qCC0caqhVVUaKQTbMZZMW31wce08c280QnBYZoTEaqv3+RS0gi/EDxYlOXsef1/Hm1Su344wRi1D6sTh9iMUxLCkItZEQyYnB589+f1/+YrIg71le28wre5dwV8msNqBIzgGUddXsJG5bEcy8M3PtS991M+0oBZrMUiVlK10SNnIEyRGOcSn79x1m2z0Pw7vfABteyYucZmzTxVT0nD14kdqaC4CTXAxcBsA1cGgfZgeK/SjJkZINmG2zi6FGpjMVnVhsVk/1Xklfm6Kxg+g5OGZorIa94Z/5q5HSZIGKnmisIqpSIbWs2V29u/FCXwKu3FqJOTjlKqoVQGgnY7fB2xYcd/hqMdpg6JnPTwzDCulQmCJui8mLT5st8n7GWHwl8EbgRtZromkaPICkxUYOMEqLedZxnAlm2aotM+j5NorCjOpwanOs/sbmmngBFqw9JVQMKky3rxOyhbA7f6dp/c7pZ3V9XbX8mbhsQmSTKgjXoY7zLIS8b2lr06GOOmSVcMMUSX8YNzt/MSy2Duf5iVkzfGXiEh8896Eyi93HyjlGrGL5d5/70nCfm782yiJjk3zoP4DJhluXQu8aI2IVRkhJqTDCBN9hJ9dwWJGReh04yJPAHZc1UHvhZMpE64UOlwCwEU4uwOHDsB+OpPQOfEmp9ObgpMBkiiJBHeg5NqA3JGXPs/FmOeBuLxW3/9L+ScZKTTL74ZzSpZDQJUFieq+UDdaKq1HazNNggRptJligyeARMme7ey4tOCsEm+CEOl8fKYkJWzPd3iVDdhxuPKHOw0VIKMYsMMPAp40aYRbS3mMV1yfIQvkzbmY+ze2M8hHezr/lAj4BfIIukzzKhznJJPuZ5DAJSns0xOIplCZZA+p0aZAgWM90j+D40SKlwqj+7aI20nKXl6e9DQPNnjoV2oyhrD82wVH6V/8hhU1dVjX6iZAhNka7tYe2oL8DcYmP25maZ+4csRCxdpHXAYcQIvkhUu+Sexu++uWrR3n1MKZQxNx8cebV9RhhtO9jYXxx+hQgX96KktzQu+YRWff72uTcDe/WUTctHypk8+eMuaQ/HyNUWc80VVp6kvEYC0zwbSa54b4pJrgLbr2Bn7riRR7+H99l/Idf0HvhvMTTT03zzNOzvMlEt2EDbN8Oo88y8fQCE7thfwozdHq2kBRr878Wqvka3pYAta76MyTGZ8lxrThJkq2iisDXa5j5ODEkva2SYaQnSxIGGdXZtuCcf1iFBAf6hUdIaORpUiZcxfnFunctP25Y372blzxrUB58gikk0HxhQ/EU6Rxjz034J1jgS+zjDrbTAKYRNIAGCR02coSUrZxgjEGha+JRBGSEBmryXa03jq98+C05I6R0Udaf7FnS86/mAHT0ioXUKaGinb1x82nQ7oRM424Pl4Y6JRsu0XHTjnWMRQisG48vXKhjL1pPbYTIUR7JXkw6RdzcZ4tphwaxd3HbadF8FU3DV2eHLecQihBls/lMlewcqjHss727pBxnoqdk1AGp6cg+YOI+YN2jsOXHuCl5grsePETaeYmkcgHN2TYJynba28n40CH46gL7j6jZQU2dE0MJ+mxQpkkmnl88E4t9q6n6yM5Cv3/T3TTV/B9DU5R6pOzHitjVnABhdAf6HTtMOQdnqVglBMdFTFDH/Lr3tvXGHXv0mW9j8ecJmdB9SIjFwsfy5bPiuHHH0vf5czX6BHrrGR4HPsIUNzLFO7iEO7iJB0jYy1pa1JVhmlmupdubZGzSNBtYqI2vUqosUGOUFmZZJcCCNmGnXp3J5LJfOHe1JpWtVjB/hmS1yKw4rYCbyauZm2CXWWy1SQzD1Cnw73+TR2yNe56/vLyEiHURElG0vvrqeVH/iyUpsfR9z0Jp5oUPxZenVCzGfRiFqUFmhUnpt1S2AvHbwyemLmwGrmItDRJSbY1ISZhhC/u5hM9yKfeygWkgO4mO9eshOc5B1Gqqy65aT4Uql19+ATe+7iWaL5zikX3TnHr6Lt76lovgptvY9vkvs+2vYbcVj7HBB+E2gdB+OH1hUvqGtGr+Df9ou3vhqGH5lKS3H84cFQSJnoujFKNqz7qc7YljBui7PeXJMLOzjZLgrBBCy8RhUPCGLBN5mqqpUDbh8QmiUAXIs/T4/PvyXiRO99cXny8fRSuv6WR8eTO/9mLNzcB7uYPv8A7eybtpMQ5MAZ9nnPt4F1t4G4+yi/1cTjZcZUSEEqzqyL0qqZ5XY1tmkkjeR/S4tiE5XWuIKh2wpPjIsQvbYmObj43wd8u+47jlkY5hrAw+/3nfsyjpdv2H7mPusc7fds+zmBXp/EPwEbEQIXPbQ6hNxcqsSPw+y0qRd82rnyEZF5IDrv8x4C3AG1Bz5ypkK6gO6N8Z1Gaehvi479ZE7VI+BzzBPBvIJjOPsVYfrbCRbRxihjb72cA0KRX202HbE7PwQz9EM4EbX7cV2IEiXV3gNI2LT3Lj66p8+fk2J54/zSX1ebh6G+zbz44DyhJkrCc19Goqw9sa1oOE/s3+qlUYHdWvEqhno6P0LDjVqtr0L+lmR0GY/XFSmEjdFeWn+qJKSDmJGn+QdHpLJeo9+ab2xVmgxSg1PScnIVNSyzk4S8UqITihScY2ksh1TBgYhIaoXDc7vB2/mxdfGkW1Wl+4otYXF4utsKFOypcXNZHxJNeRUmH8qha8Z5LJLVuYnJ/nV5/8C/jqH7LvAPwlk+zmPSxwK1Ns1+bsrJyzzf0y4lIEC3ricRup59mkKIGTOn/GGgODlhrz3in+w2h87+9qvHnwdTwxUh0jBj5395nv+ZmArx6EyHreO7htKEQuiryHL08xohDLXyjeWNq+eGPlEYvHzY/9LqF64ksrIZvI20Ydt/IN7A36+q04MDghGcs9tfzaCkTCpbSZ5CHq+rRxwVZmaXCSI2ziCNuYhivXQnKQg8D1QG8yMGtQ++JUgYvZfHmDg88vcAmnFNmoZW/UcVLvZdP82eSmWs3ITdVaHemz5JgN/wy5qVZhbk6THmvpeAU4BdvaKpkjvZI+RVVboM3E4zkazDOuh+oaCNZRp0GdGmv1IZ3zNHoHds7ToE3dOaSzxGKwSggO9DdgM8HTuJtrHynJE8JFyI+N0IRkN05fHLGOJyaEY3l28w/9eVgMfB2OG59dzo8DX+br/BtuYDs8db8aOzdCZe1amJinccBYYswcmQrZYZpqNVVVH7zprqQKER0zZ0ehRn+VDpEb+969ducI+ToaO87BHMUx7HeJkZqiAjDPglPUjy9PsbiMXx9J9D1bTPyx8L62mNd2QmnF5IKbTpF27UvDDR9SkorKCiOrer298/yovr4GZdHZjKr/M2QbADbJ6nqCn+xk8tedLydJgWlezV5uYRreBLzljcxxF+v7VlFVUCeMG4KzhqRi2nIN2vN9IsfYj03LZxxlyhkD6prI2EcyGJKTJIPLx/uKUROcbjcjOSMj+r4N8/P9x281YbwJ46laxt4GmnSoc5g5ppmjwUnGaTPDHA3maNDVm/YIGlSpUaXBBmrM9VZVKZJzaEXOoiqXia8AXkH/gZUx2AQgT5C4br57F7bgsGFr3z6B5NNGY3mN5S0Un+/al2YeinTSRo+qoKTK9VxKm0NM8ifcz1V/ukCDR5kB9rCO7/A2nudW5tjJPnZwAlDCs6njaqBO3m1jTLdmyaWZk9OfA/UeGbkxqNGm0VuC7t+W1Da7p71w/d/C7QjtVVPmz7X+tOgn33ZdySNNHed56DvFvnOsLuUhRNZCHXrsuU9pyLPo5OU79N554UOEIyQL7O9pt888OREiU0XbZQzDfE/fN0lQw1G3A29hfW8DTUNkDJmxr82WCW5b8FkZs/p/iM2kVNjIOjZyhBEe5Doe4j3sZccu4IO7+Cx3cfM7Jrll/dXAFuASVDt5Sf8BdEk7XXUuFR1FRHRTNy1+wiTfwLOtMf3EZtQiPVW7jbpTExJ6Q1RpqghOmsLCgrpeu1aTnHmVbhNlKG7CtqaK9gjmUYcm02xgmjnW9QiOuW5T6y3IENR6Vp1UPz/Bi5xdlENUK4QR6K3CCQkM36oVt8OKhQsRoqIarUt6fJakooLWzqNP43U731jHZvuNkZtYpxSLtw78Incwy+1cylvp9O0wOrkOdlVPQXo3HLibO4F7eDPHuZVZbuUwW5lnHQAjehdje4Jx/2qq/utU/2+WlZtzXtai9spZoGENWbV0fg258ZEYnHu7TI2wdyclm51gW5Z/269dXjH4rI9FkUdEbH/ue8YwTP23f91r332ROIqGLRLObXuh9uXzb0/ct5/nWY/y8rdYxOKy0zX1Sc2VUeH2MNvbAuEkqoeeYfBcNzu+inOfWO417BVV62n3tntQbXgd32UHCR3aD0yxq/UA7/rf3sbDn78b3gFj6808voaO/wKMfWbTZQ3u3n2M63kCrvsxmJ2FdJYJYypxX9lkKUkUoanX+8lN1ShlJyLlBySV7Le6ISM6o6P0JimboavaQraTsiY6E001P+cImQrX4hRNTjGn5ycZstOmxknGMUoerCOhyQYaVM66NaUkOCsE8/FhkHnnaXbm2q0sRYWysVK4GnYoLh8BAX9nYccZ63BCJMh18wnuIh1ZXvq+5+a+DfwZd/KLHOJB/ief5AoeYBNHSNsJx9oTHGQbr2A7bXawjx0cpkomVA1BaPSOagA0UWlq8mJIgy18ExLsLcLMwHuFVJt7zUZayvQ77pCd1PozsOuJ/U1dkmgLeLO6xP7epkOwNcWaJ273ukin6KvHMUufHU/RTtoHH/nNI9dueJ+fxVqczhSGIXzGv23R8bV5FzFFYTEIKUsubD9N1JEqe5z8xIilnVYtJx31p1YvmvrfQjLFD7CbDdkaKuAgzwI3rd+MsuBsprdNME1gFjjBYw8e4u0AvEYd8zA7O1j9zejWOv23fn2/tcYQnQTgebJZwqE5RrablvtJRcdhkRszdLWwAKNtmFtQadTobac10VRWJkN01CN712O1pDwhpU2VNi26tPWqKyPvziZKgrNCSFCNAAatL25n4WuwLcePex0iTSlZJ+WzrrjWnxjRgLCA8JGoWGcUs/q485NCceRZLIYR+HuAj/AIt/AItzPCv+LH+HO281F+gfvZzv1MAd+gwr38CC/wZo6zi2eZZJYqXdK+3YxHBhpZC7ODlxwoe4MKQg+MG7tSQqdnHVK7hybM0yClak1EtsmOPZyVWs+hX8N1J1iq9PuHoxKPH+PuEqKYFcGuk+73NWTKJwjdtlDEwuOGNx25S/LsfA5r5Snqfrbhy0cR5cm+L+p/qQil77Zf87069MsoHyk1SuRmK1wddfyKIfEtK0xDP7fHhhK9VBxLMakyR4NXs5ddAHfcwAke5Qdv3kK27Gk9ai7OBSjCsxWY5A1vuRJ4mke+9QzHmeVdW4D3vAZO1mFqCo4fV1aTGmoycb1uWWuqajipXoekgyI3pxgkNy6MLIasTdfUb/UiqNYhrWcTkNttfT0PdU10GmSmmyZMtPotOkqaKYtOm4oewjJDV82e9fl8mw+zElhlBMdHRHykxmdmxfIT0qTdziM27OXG66bvEyQxLQnCnYVv3NtN040nlu9Y5zQMsTFa3RiqVc8Be+gCd/E+nuRmvqzn0cyxjlnGNKGZ0X6f66XZpco8NdrUWaDGAlXmWEedU6zVE/HoaTZmPw5FeESfNUVZctx9cRI6pJpEpX3vbpeBT5OrOe9sW65q9H9bUyY2UYqVsUumwG8ptJ+bex8pdsO56RVFqL7mkYDVgtWY5yLwtXebpIZkkrlvoebgmPrSJNvt29Q1087Q/qq9P6WktHuriBTWcYhJ6jR5gL3suvdRLrniMh548CBXXrWFbKJzQ8dtuqQ1KNKzjs2XN/je07PafSPMHlbDQ/aq7D5rTWJZcQBOW3+mvbi/9rVLcOy21oHkoiwdM2HZ/qu29Q7KZBuiN/stOg0M/+lQZ5o5mvpPDVvNsY5XlHNwloxVSnCMVu3rADoe95r1zA3nCx/yg8efHb7q/NrPEwaXFPs6kGG05A6DQx8+644r3PD4Ab8gDMEIzipKk7sSeAfXcjmTfArJHyBIEEwyx06muI5ZplErrtwB9ExgdmnTpsGoHqIy82oy3SdFOuWoSI5Z1q1+ldlXfXd1Lo7vXarOvV0P2gyWq+kEDKFq0f9tXSLixu1zCxFpNz++euezYOZZZWyE6pVbB0Mk7fwShucHbMtNA9U2Q3CVtRT6hpISlBLSADaQkZAxVHu/ihGu4QYeZwsPoQ5NyNqm1O12hBYnGecRxtl63zQTr72A9+yAL/zVI7z9b3VRsv1istnCAC8AR5mZ3c/Xv/wMPwXAe+Ab34DHjqP3Duwfmtq0KdutuDfn5jiKCT1PP8HJYGjEmp6LTX4MsbmIzPpzWt1XL4LqpsyKU68r4tVuq6Gr6hw0uvSJr6YiOqRZac0ADT0h2ZCcKi0qK0Jwzi+r0bIRHCHEhahja9fodP5CSvkvhBCvBD6FskMeAN4npTwVikdhDXC5vrY7BbcDcDsLu7My8IUzvyFyE4rffWbf+ypK1XruxuHeh+YM2ddV59fnJ2RlctMwDTlknbL92XgN8Ak+yHv5RPJ78C9vgi1PcJDTnAAmgTqvhHQX3HUX3An/LxX+mjt4iVs5yXUcZjPzrNOb/HV0LtXy76o+dyrpM7cPWujUoXaG7GWHcZodQtXOoeacmBChMJ1DhWzOl11W5jvb5np70rH57r7hr7YnnlCdzauTefUmZKkbxmJnWwBCxMnnFvIbSv9MYinxn8t5GyYN81tDkZIx7RaSZea7tJ04bBhSb+KoYxSARJ8NB6eQfQRHzSXZoM+lqusFBNPAxN374YrbuJUv88i3nuHG11VRK6m2oYao1KnicDFj6ztcc22TqcenmeQZ2Lgxm9wLUB9Rblu2qLOrEshIyFEyctNhDmU3/hv9B6qVG2JzofXG5npNH6kxFp2LyMbGzNDVRaq816/PCE67rfLau17IGE1LLS+nBdtSe/hKEZ0m01y4IsvEzy+lZTktOC8Cb5ZSnhZCJMD9QojPA+8Bviyl/IgQ4sPAh4EPxSJ6BQkXsRWzM213oHOIdRhY7rbmH+pMQuQH+jvWUEfke4bnGk9+fNYX88wejgiRFtdi40vXdjdj6wauOdY3ZGPHYzS83+MP+CTPp5/mpv/jo9zGaXYCl6G0lH08zwHu4gku5UF28RI302Y7U2xntjf5N8UsGU90uiOkejXGKWBGC9AmUq/QMGZwRWJqSGqoJZcpVTokev5Nf0klJAjaOv/dvrIy39GtUwn939QuRzMHwfZTI1sybsiOufZZ8tzOz7431+73Tz2/blhfnXHTct/ffT83PZ+/UDg7/phl6UxhKcJ5uQX72eg4bJmTEY3494HB+mDXJePfJTkADSbZxwYeQrKXkZ4yks3DsdvoHA2e4hQ79gHPPsuaHXD5VeuBa4EbUerQFh33NKrNvMj1r23zhYNNJk/vgSvehtqr5kmY6cJcFxI9fNXtWnNwXokiNorcnCAjN6AIzIUocuMSG0OALkR1YoOWHW3B6dug87S6rNboOw4C+q8rmpjVyM72bfUPXykpBpXz8CwqIcTbgX+PYrGfkFJ+xHku9PMfRVXen5VSfqdIWB+WjeBIKSW9r95rKRJ4N/QOjP0j4D5yCE4Fc2ij0sTNKdGpHoKIEx/oXxrsIykugTEdke+Zj/y4ceIJ6z6DwROpsfz7iJE79GWe2Q0N4h2mGzakobvkJiQYZ4CvAps5yXW0qdFCnRlzFHiMbXyXHfwNO2mzg/1McpwJ5ntnQ01b8ZmVUHYK9uTdRP8/uMOxGqZSgl3S7O19vYEOCR0WqLGWCuv1lvFA7ywYc6822RrT174hJ7sO2FYzl8y0rGfQX/8gI0A47uYdXbJikxzo/14xC4sbX97zECl2nxWtX264kFte+iHL09kgDasNCdlhmA3tZtdJY6EEv9wyfuxfLD9GPs4Aj7OHrezh57mUNhs5wkaO8AqtiMxzinmajDBNXa+OTNHZu+IK/oL9/Pj6G4GbUSRnXKczizoK4nHgUb72pd3ccroD7IJnT8CTT8Jz3YxzdRZ0GNQwUZpCsgESRUJe1ATnRRRxqeu/C/EP4K3xuGWw5ZFvPk8lIzjm2AdzbdCxDvE0+pQWHxOW09m23yw3hBAXAP8JeCtwGHhYCPEZKeXjlrd3AFfpv5uB/we4uWDYASzrHBydqW+jBmz/k5TyQSHEJVLKYwBSymNCiPFA2J8Hfh7gQsa5lP29Td0MybEPLHOJj30O0ZkjPj6CU8Sq43vu+nH9+X59c0JCJMVHmtxndri8OEIdaRW4llE+yHZu47eSvfAuYHSUHUcXeOcD+3kg3c+X2ctu3sUkaj5MmzH9XUy+FLmxV1MlmpyEh5RMzlL6D+LsYJOMOqklYPt3WzX1xuweanYSNUNk9tyd/vpk8uMjM6aTMROR7ef2sIAJH6t3OM9987t89cIOd6bJgK8e+IiSrz4VITy+9HxhSoLjR5tswz7IFIc6ar7LZgbJzxzZpGK7TkI23HUt2ZlTdbKTxNvMMtZrV+tJqJLogyaVjJ7tLYeuQbsF7TZrxi7Q8b1K/61Dzb2ZRdXpJq0XZ5k+fpo6FUhfCSefU1abFtnR4i0gXYCFw9lwUJLABmXBNNYYUANha+gfmhoOxnpjw9Rfa36OTXKA3u7ISQLVFNJuprOY6YPtrLRT1Pa2ZxfLbsHZCTwtpXwWQAjxZyiDh01S3g38d20g+ZYQoiGE2ISa0pIXdgDLSnCklC8BNwghGsCdQojrhgj7ceDjAOvEFbJOs3dWB9DrgADLLUR4VC0atPTU8M9/iJGXGHEpQnrMcze8++sb8op1bu7wQUwDN+F8S9N9hMnEVWUQatLhRo5wnEl+Mz1M/U41Ue4g25jl9Qi28yTX8TibUUNaT5NtPGbIVRWo0aXOvDbSmu+4QI31rCNhDGjyEi2LHKk4BGYOjhHmNTJtNRt2ShzhndAg0SsXstJJrAM7XZLsmv5tkhKqQ2552WVsxFnHcrOJK85z+3vY5We7Z283SHLceG3hXGQY1H7mI9qh9M192+PPR6R94UNhSmRw64Z7DYrMuPXGlm12/U3I6vxR4BZGuJ0beJy1nCJlmnk6LOijVQC9t8s6EsxBkwonGeMg25hiL5OHDnHhppdQ9eElsq7ogr6/2ppR1lQu4MVOhzXJ82qezfHj0OxmE3f7xKm25MzOQv0KSF5DnWeo8/zwRelFxbk29xdZ9wmkbXo7IrvodrNr+zPo6j6Oeq2zb8FZdoIzARyy7g+jrDR5fiYKhh2AUERp+SGE+Beo7/a/Am/S1ptNwH1Syqtzws6QrSl+OWEDarbdyxUv9/eHsgxe7u8PZRm8XN//cinl2NlKTAjxBVRZLwVmGpPBx7WxAiHETwBvk1L+nL7/aWCnlPKXrTz8NfCvpJT36/svA/8UuCIvrA/LuYpqDEillE0hxCjwFuCjwGeAnwE+on//Z15cZ/Mjn0sQQjwipbxxpfOxUni5vz+UZfByf38oy+Dl/v5nC1LKty9zEofJZpEDXEq2EVKen0qBsANYzmG+TcC9QojHgIeBL0opP4siNm8VQjyFmjCUOxO6RIkSJUqUKLGq8TBwlRBimxCiAnwAZfCw8Rng7wqF1wFzes5ukbADWM5VVI8BOzzus8Bty5VuiRIlSpQoUeLcgpSyK4T4JeBu1CSrP5RS7hNC/KJ+/jHgc6gl4k+jJmj9L7GweWmukp2MX7b4+EpnYIXxcn9/KMvg5f7+UJbBy/39zxtIKT+HIjG228esawn8w6Jh83DWJhmXKFGiRIkSJUqcLZz9pfYlSpQoUaJEiRLLjJLgnCEIIf5QCDEthNhruf2EEGKfEOL7QojgKgAhxAEhxHeFEI8KIR5xnv2yEOJJHc+/Lpq2dv8NIcQRHe+jQogfXep7Rt5hRd5fCLFFCHGvEOIJ7edXPX5+TQghhRBLXQIZxQqWwYVCiIeEEHu0n39pPfsdIcT3hBCPCSHu1HtSLQtWsg1ofxcIIXYLIT47bPpnAufo+79GCPFNHfddQoi1S33PGFZYDnrDCyFuEEJ8y7gLIXaeiXctsQogpSz/zsAf8AbgtcBey+0a4GrUcRQ3RsIeADZ43G8FvgSs0ffjRdPW7r8B/Nr5/P6o1Xqv1dcXA1PAtdbzLaiJac/50jhPykAAF+nrBHgQeJ2+/xFgRF9/FPjo+fb+lt9/Avwp8Nlh0z+P3/9h4I36+u8Bv3W+lkEk/D3AO/T1j6L2Xlu2Mij/zp2/0oJzhiCl/Br0b5cppXxCSvnkEqL9+8BHpJQv6vimfZ58aZ9trNT7SymPSX0Ym5TyBdQWyROWl3+L2ihq2SebrWAZSCml79w3pJT3SCnN1qnfQu0fsSxYyTYghLgUeCfwiTOcfmGci++PIhZf09dfBN67hLzkYiXLIJYtwFiu6hTYP6XE+YGS4KwAhBCbhRD2bHAJ3COE+LZQZ3AZTAI/LIR4UAjxVSHETYHwMfySHp74QyHE4PHaK4Dlen8hxFbU1gQP6vvbgSNSyj3L9S6LxZkuAz088Sjq9NIvSikf9CT794DPn/GXWQSWoQ78OxSR/f5y5/1M4Cy+/17gdn39E/RvlraiWIYyCIX/R8DvCCEOAf8G+PVleaES5x5W2oR0Pv2hDgTb63G/j7hpdrP+HQf2AG/Q93uB/4AagtgJ7EevfCuSNupsuQtQRPa3UXsHnK/vfxHqYNf36PsqiujU9f0BlnmIaqXLQPtvAPcC1znu/wy4MxZ2tb4/6njX/6yv34Q1RFM0/fP1/YFXo4Zovg38C2D2fCyDnPD/AXivvn4f8KXlLoPy79z4Ky045wCklEf17zSqEzKT4A4Dn5YKD6G0s8ITZaWUJ6SUL0kpvw/8VyvecwpLfX8hRAL8JfAnUspPa+dXAduAPUKIA6ihme8IITYu57ssFmeqDkgpm6iOpLftuhDiZ1Cd4E9KKc/JfSGW+P67gNv1d/4z4M1CiD8+Kxk/Q1iu95dSfk9K+SNSyh8E/j/gmWV/mUViqW0gEv5nACMX/gfnqBwsceZREpwVhhCiJoS42FyjJoWaFQh/BbxZP5tEncdR+NA5oQ4zNbjDivecwVLfXwghgD8AnpBS/p5xl1J+V0o5LqXcKqXcihKSr5VSHl/eNxoeZ6AMxoReHSWyc9++p+/fDnwIuF1K2V7ud1kMlvr+Uspfl1Jeqr/zB4CvSCl/6uzkfulYzvcXQozr31cA/yfwMc5BnIE2EAt/FHijvn4z8NSyvUiJcwsrbUI6X/5Q2tEx1Hnzh4EPokjFYeBF4ARwt/a7Gficvr4CZU7dA+wD/pkVZwX4Y1RD/Q7wZjd8KG3t/kngu8BjqHM7Np1v7w+8HjX2/hjwqP77UU/+DrD8q6hWqgyuB3brMtgL/HMr/NPAIatsPna+vb+ThzfRP0TjTf9l9P6/ilpZOIU692+5hyhXqg3Ewr8eNUS3BzVs/YPLWQbl37nzV+5kXKJEiRIlSpQ471AOUZUoUaJEiRIlzjuUBKdEiRIlSpQocd6hJDglSpQoUaJEifMOJcEpUaJEiRIlSpx3KAlOiRIlSpQoUeK8Q0lwSpQoUaJEiRLnHUqCU6LEEiGEWC+EeFT/HRdCHNHXp4UQ/3mZ0vxHQoi/q69/RwjxPX3m2J1m0z/97NeFEE8LIZ4UQrzNcv9tIcQhIcRpJ96fFULMWO/zc4H01wghPqXjflCfA2Y/X6vL4fcj7/AFIURTCPFZx13o/E0JIZ4QQvyKJ+zPunELIe4TQtyo8/OoEOKg8y5bhRBfEufImWwlSpRYXoysdAZKlFjtkFLOAjcACCF+Azgtpfw3y5WeEGIEdXDma7XTF4Ffl1J2hRAfRR0m+CEhxLWonW23ozZF+5IQYlJK+RJwF/D7+Hd1/ZSU8pdysvFB4JSU8kohxAeAjwLvt57/FvDVnDh+B3Vm2C847j+LOhTy1VLK75vdeItCSnkzKBKEOvuo9y5CiE8C/wB1NluJEiXOY5QWnBIllglCiDcZ64QQ4jeEEH8khLhHCHFACPEeIcS/FkJ8V1syEu3vB4U6MfnbQoi7neM2DN4MfEdK2QWQUt5jroFvoc7dAng38GdSyhellPtRuxrv1GG+JaU8toTXezfwR/r6L4Db9LEZCCF+EHXQ6z2xCKSUXwZe8Dz6+8BvSnWGGlKdLXSm8Bngb5/B+EqUKHGOoiQ4JUqcPbwKeCeKHPwxcK+U8geABeCdmuT8R+DHpToc8Q/xWxp2obae9+HvAZ/X1xOoYxoMDmu3PLxXD3f9hRBiS8BPL25NruaA9frMo98F/vcC6YTwKuD9QohHhBCfF0JctYS4+iClPAWsEUKsP1NxlihR4txESXBKlDh7+LyUMkWdD3YB8AXt/l1gK3A1cB3wRSHEo6jDES8djIZNwIzrKIT4Z0AX+BPj5AmbdzbLXcBWKeX1wJfIrDQDyQXi/geo84EOeZ4XxRrgb6SUNwL/FUX0fGn5UOTsmWnUkF2JEiXOY5RzcEqUOHt4EUDPK0lldhDc91FtUQD7pJS35MSzAFxoOwghfgZ4F3CbFe9h1FwWg0tRJysHoecTGfxX1NwahBC/jbI+IaW8wYr7sJ4TVAeeB24BflgI8Q+Ai4CKnsh8J/BfdLz/XEr5mUg2DgN/qa/vBP6bx88s4E4WfiXOKdMBXIgqwxIlSpzHKC04JUqcO3gSGBNC3AIghEiEENs9/p4ArjQ3Qoi3Ax8CbpdSti1/nwE+oFc8bQOuAh6KZcCZ83O7Tgsp5T+TUt6gyY2J+2f09Y8DX5EKPymlvExKuRX4NeC/Syk/LKV80ITPITcAf4WaZwTwRtRJ2C4eBnYJITbqfN+IsvxELUd6ntBG1OnyJUqUOI9RWnBKlDhHIKXsCCF+HPgPQog6qn3+O2Cf4/XzwCet+99Hde5f1PN8vyWl/EUp5T4hxJ8Dj6OGrv6hXkGFEOJfA38HqAohDgOfkFL+BvArQojbtf/nUSuafPgD4JNCiKe1vw8M+75CiK8DrwYu0nn4oJTybuAjwJ8IIf4xcBoYWKoupTwhhPhV4HN63s9p4G+bickR/CCqfLo5/kqUKLHKITJrdokSJVYLhBB3Av9USulb5l0iACHEvwc+o1dwlShR4jxGOURVosTqxIdRk41LDIe9JbkpUeLlgdKCU6JEiRIlSpQ471BacEqUKFGiRIkS5x1KglOiRIkSJUqUOO9QEpwSJUqUKFGixHmHkuCUKFGiRIkSJc47lASnRIkSJUqUKHHe4f8HmF62ViC1c0IAAAAASUVORK5CYII=\n", | |
| "text/plain": [ | |
| "<Figure size 720x432 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig, ax = plt.subplots(figsize=(10, 6))\n", | |
| "im = spectro_plot(np.log10(spec_norm[:, :, 0]), time, freq, \n", | |
| " vmin=0, vmax=2, cmap=cmap)\n", | |
| "fig.colorbar(im)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "apparent-dress", | |
| "metadata": {}, | |
| "source": [ | |
| "## LOFAR Images\n", | |
| "\n", | |
| "This section replicates the tutorial to get image by interpolating onto a regular grid. " | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 16, | |
| "id": "vertical-nothing", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "n = 300\n", | |
| "xout = np.arange(n)*6000./n-3000.\n", | |
| "yout = np.arange(n)*6000./n-3000." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 17, | |
| "id": "cleared-flash", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "dx = xout[1]-xout[0]\n", | |
| "dy = yout[1]-yout[0]" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 18, | |
| "id": "enhanced-staff", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "20.0 20.0\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "print(dx, dy)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "banner-sheffield", | |
| "metadata": {}, | |
| "source": [ | |
| "Choose a time in the second type iii burst and a frequency of 40" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 19, | |
| "id": "daily-senator", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "2015-04-16 11:56:56.535293 40.00244\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "t = 472\n", | |
| "f = 837\n", | |
| "print(time[t],' ',freq[f])" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 20, | |
| "id": "informal-bottle", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "(572,) (4128,) (4128, 572, 127)\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "print(time.shape, freq.shape, spec_raw.shape)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 21, | |
| "id": "gentle-caribbean", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "(4128, 572, 127)" | |
| ] | |
| }, | |
| "execution_count": 21, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "spec_raw.shape" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "adaptive-secondary", | |
| "metadata": {}, | |
| "source": [ | |
| "In the tutorial , griddata is used to interpolate the irregularly gridded data (defined by the beam coordinates) to the regularly spaced data grid. We'll similarly do that here using scipy.interpolate.griddata. \n", | |
| "\n", | |
| "Also what needs to be noted here is that in the tutorial a radial basis function is used for the interpolation. For simplicity we're just using a cubic interpolation method. There are also lots of different ways to do this in python!" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 22, | |
| "id": "amino-magic", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "x = np.linspace(-3000, 3000, 300)\n", | |
| "y = np.linspace(-3000, 3000, 300)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 23, | |
| "id": "historical-prairie", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "xx, yy = np.meshgrid(x, y, sparse=False)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 24, | |
| "id": "committed-expense", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "grid = griddata((xpos[0, :], ypos[0, :]), spec_raw[f, t, :], (xx, yy), method='cubic')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 25, | |
| "id": "virtual-number", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "(300, 300)" | |
| ] | |
| }, | |
| "execution_count": 25, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "grid.shape" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "violent-messenger", | |
| "metadata": {}, | |
| "source": [ | |
| "The regions outside of the beam coordinates are set to nan's. You can play around with this, but for this notebook we'll just stick to this cubic interpolation with scipy's griddata. Lets set nan's to 0's for plotting purposes." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 26, | |
| "id": "promotional-reader", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "grid = np.nan_to_num(grid, 0)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "classified-tension", | |
| "metadata": {}, | |
| "source": [ | |
| "Lets plot this new grid image and overplot the beam locations" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 27, | |
| "id": "worldwide-skiing", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<matplotlib.collections.PathCollection at 0x7fb92ddf4810>" | |
| ] | |
| }, | |
| "execution_count": 27, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plt.imshow(grid, origin=\"lower\", cmap=cmap, extent=[-3000, 3000, -3000, 3000])\n", | |
| "plt.scatter(xpos[0, :], ypos[0, :], marker=\"o\", facecolors='none', edgecolor=\"grey\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "adult-cholesterol", | |
| "metadata": {}, | |
| "source": [ | |
| "## Make sunpy map\n", | |
| "\n", | |
| "We can create a sunpy map by creating a header from the information we have, and using the `make_fitswcs_header`.\n", | |
| "First we need to define a reference coordinate (we'll use the center of the sun), and use the dx, and dy, above to determine the scale" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 28, | |
| "id": "herbal-shock", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "ref_coord = SkyCoord(0*u.arcsec, 0*u.arcsec, frame=frames.Helioprojective(observer=\"earth\", obstime=time[t]))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 29, | |
| "id": "global-atmosphere", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "header = sunpy.map.make_fitswcs_header(grid, ref_coord,\n", | |
| " scale=[dx, dy]*u.arcsec/u.pixel)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 30, | |
| "id": "prospective-tucson", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "MetaDict([('wcsaxes', 2),\n", | |
| " ('crpix1', 150.5),\n", | |
| " ('crpix2', 150.5),\n", | |
| " ('cdelt1', 20.0),\n", | |
| " ('cdelt2', 20.0),\n", | |
| " ('cunit1', 'arcsec'),\n", | |
| " ('cunit2', 'arcsec'),\n", | |
| " ('ctype1', 'HPLN-TAN'),\n", | |
| " ('ctype2', 'HPLT-TAN'),\n", | |
| " ('crval1', 0.0),\n", | |
| " ('crval2', 0.0),\n", | |
| " ('lonpole', 180.0),\n", | |
| " ('latpole', 0.0),\n", | |
| " ('mjdref', 0.0),\n", | |
| " ('date-obs', '2015-04-16T11:56:56.535'),\n", | |
| " ('rsun_ref', 695700000.0),\n", | |
| " ('dsun_obs', 150122638897.25),\n", | |
| " ('hgln_obs', 0.0),\n", | |
| " ('hglt_obs', -5.531255805781)])" | |
| ] | |
| }, | |
| "execution_count": 30, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "header" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 31, | |
| "id": "organic-chosen", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "lofar_map = sunpy.map.Map(grid, header)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 32, | |
| "id": "stuffed-placement", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<SkyCoord (HeliographicStonyhurst: obstime=2015-04-16T11:56:56.535): (lon, lat, radius) in (deg, deg, m)\n", | |
| " (0., -5.53125581, 1.50122639e+11)>" | |
| ] | |
| }, | |
| "execution_count": 32, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "lofar_map.observer_coordinate" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "outstanding-catholic", | |
| "metadata": {}, | |
| "source": [ | |
| "### Turn the coordinates of the beam positions to astropy SkyCoord objects" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 33, | |
| "id": "present-fisher", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "coord_beams = SkyCoord(xpos[0, :].astype(int)*u.arcsec, ypos[0, :].astype(int)*u.arcsec, \n", | |
| " frame=frames.Helioprojective(observer=lofar_map.observer_coordinate, obstime=time[t]), \n", | |
| " distance=lofar_map.observer_coordinate.radius)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 34, | |
| "id": "grave-flooring", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "xbeam = xpos[0, :]*u.arcsec; ybeam = ypos[0, :]*u.arcsec" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "resident-privacy", | |
| "metadata": {}, | |
| "source": [ | |
| "Lets now plot this map, and also overplot the solar limb" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 35, | |
| "id": "cultural-marriage", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "[<matplotlib.lines.Line2D at 0x7fb8dd28e6d0>]" | |
| ] | |
| }, | |
| "execution_count": 35, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 432x432 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig = plt.figure(figsize=(6, 6))\n", | |
| "ax = fig.add_subplot(projection=lofar_map)\n", | |
| "lofar_map.plot(cmap=cmap, axes=ax)\n", | |
| "lofar_map.draw_limb(color=\"w\", axes=ax)\n", | |
| "ax.plot_coord(coord_beams, marker=\"o\", ls=\"\", color=\"grey\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 36, | |
| "id": "honest-brighton", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<matplotlib.colorbar.Colorbar at 0x7fb8dd8b8e90>" | |
| ] | |
| }, | |
| "execution_count": 36, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 576x576 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig = plt.figure(figsize=(8, 8))\n", | |
| "ax = fig.add_subplot(projection=lofar_map)\n", | |
| "\n", | |
| "lofar_map.plot(cmap=\"viridis\", axes=ax)\n", | |
| "lofar_map.draw_limb(color=\"w\", axes=ax)\n", | |
| "ax.scatter(xbeam.to(u.deg), ybeam.to(u.deg), \n", | |
| " transform=ax.get_transform(\"world\"), marker='o', color=\"grey\", \n", | |
| " facecolors='none', edgecolor=\"w\")\n", | |
| "plt.colorbar()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "necessary-dakota", | |
| "metadata": {}, | |
| "source": [ | |
| "Lets now make the map from the normalized data" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 37, | |
| "id": "coordinated-currency", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "grid_norm = griddata((xpos[0, :], ypos[0, :]), spec_norm[f, t, :], (xx, yy), method='cubic')\n", | |
| "grid_norm = np.nan_to_num(grid_norm, 0)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 38, | |
| "id": "cultural-mistake", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "lofar_map_norm = sunpy.map.Map(grid_norm, header)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 39, | |
| "id": "interpreted-biotechnology", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<matplotlib.colorbar.Colorbar at 0x7fb8dde2d310>" | |
| ] | |
| }, | |
| "execution_count": 39, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 576x576 with 2 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig = plt.figure(figsize=(8, 8))\n", | |
| "ax = fig.add_subplot(projection=lofar_map_norm)\n", | |
| "\n", | |
| "lofar_map_norm.plot(cmap=\"viridis\", axes=ax)\n", | |
| "lofar_map_norm.draw_limb(color=\"w\", axes=ax)\n", | |
| "ax.scatter(xbeam.to(u.deg), ybeam.to(u.deg), \n", | |
| " transform=ax.get_transform(\"world\"), marker='o', color=\"grey\", \n", | |
| " facecolors='none', edgecolor=\"w\")\n", | |
| "\n", | |
| "plt.colorbar()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "swiss-beverage", | |
| "metadata": {}, | |
| "source": [ | |
| "### Make image cube" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 40, | |
| "id": "aggregate-fleet", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "maps = []\n", | |
| "for i in range(0, 149):\n", | |
| " grid_norm = griddata((xpos[i, :], ypos[i, :]), spec_norm[f, t-50+i, :], (xx, yy), method='cubic')\n", | |
| " grid_norm = np.nan_to_num(grid_norm, 0)\n", | |
| " map_i = sunpy.map.Map(grid_norm, header)\n", | |
| " map_i.plot_settings[\"cmap\"]=\"viridis\"\n", | |
| " maps.append(map_i)\n" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 41, | |
| "id": "impressive-canadian", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "maps = sunpy.map.Map(maps, sequence=True)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "third-headquarters", | |
| "metadata": {}, | |
| "source": [ | |
| "If you run the below cell, the sequence of maps will be plotted in an animation." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "expressed-diagram", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "%matplotlib notebook\n", | |
| "maps.plot()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "mineral-store", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "%matplotlib inline" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 42, | |
| "id": "covered-twenty", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "maps[0].plot_settings[\"cmap\"]=\"viridis\"" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "dimensional-headquarters", | |
| "metadata": {}, | |
| "source": [ | |
| "## Overplot the AIA data\n", | |
| "\n", | |
| "Instead of reading in the aia data from the dat, lets download the fits file which will make it easier to read into a sunpy map" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 43, | |
| "id": "naked-moisture", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "res = Fido.search(a.Time(\"2015-04-16 11:56:20\", \"2015-04-16 11:56:30\"),\n", | |
| " a.Instrument(\"AIA\"), a.Wavelength(171*u.angstrom))" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 44, | |
| "id": "light-empire", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/vnd.jupyter.widget-view+json": { | |
| "model_id": "bfdba2072d6a463385d494dd1496c53b", | |
| "version_major": 2, | |
| "version_minor": 0 | |
| }, | |
| "text/plain": [ | |
| "Files Downloaded: 0%| | 0/1 [00:00<?, ?file/s]" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "file = Fido.fetch(res)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 45, | |
| "id": "falling-double", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "aia_map = sunpy.map.Map(file)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 46, | |
| "id": "indoor-return", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "<matplotlib.image.AxesImage at 0x7fb92d200f10>" | |
| ] | |
| }, | |
| "execution_count": 46, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| }, | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "aia_map.plot()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "excessive-playback", | |
| "metadata": {}, | |
| "source": [ | |
| "Lets now overplot the contours of LOFAR norm map onto AIA.\n", | |
| "It can seem a bit involved as we are plotting with WCS axes - but you can see more on https://docs.sunpy.org/en/stable/guide/plotting.html#wcsaxes-plotting" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 47, | |
| "id": "latin-filing", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": 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\n", | |
| "text/plain": [ | |
| "<Figure size 432x288 with 1 Axes>" | |
| ] | |
| }, | |
| "metadata": { | |
| "needs_background": "light" | |
| }, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "fig = plt.figure()\n", | |
| "ax = fig.add_subplot(projection=aia_map)\n", | |
| "\n", | |
| "with frames.Helioprojective.assume_spherical_screen(aia_map.observer_coordinate):\n", | |
| " aia_map.plot()\n", | |
| " ax.contour(lofar_map_norm.data, \n", | |
| " levels=np.arange(0.2, 1, 0.1)*np.max(lofar_map_norm.data),\n", | |
| " transform=ax.get_transform(lofar_map_norm.wcs), cmap=\"Reds\")\n", | |
| "plt.savefig(\"test2.png\", facecolor=\"w\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "hungarian-curve", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "first-denmark", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "Python 3", | |
| "language": "python", | |
| "name": "python3" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.7.8" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 5 | |
| } |
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