{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction to pyshtools\n", "\n", "*pyshtools* is a Python package that provides functions for working with spherical harmonics. These routines can be used to perform spherical harmonic transforms and reconstructions, rotations of data expressed in spherical harmonics, and multitaper spectral analyses on the sphere. The base functions are fast routines written in Fortran 95 from the SHTOOLS package, and *pyshtools* provides easy access to these routines by use of Python-wrapper functions and a compact class interface.\n", "\n", "To get started, import the standard *matplotlib* library for graphics, *numpy* for mathematical extensions to Python, and *pyshtools*:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from __future__ import print_function # only necessary if using Python 2.x\n", "%matplotlib inline\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pyshtools" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *pyshtools* package contains several classes, including `SHCoeffs`, `SHGrid`, and `SHWindow`, a subpackage `shtools` that contains the Python-wrapped Fortran functions, and a series of subpackages that contain both native python routines and refernces to routines in `shtools` (`constant`, `legendre`, `expand`, `shio`, `spectralanalysis`, `rotate`, `gravmag`, and `util`). The classes `SHCoeffs`, `SHGrid`, and `SHWindow` bundle the vast majority of *pyshtools* functionality, and in this notebook we will demonstrate how to use the classes related to grids and coefficients." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*pyshtools* can also define *matplotlib* configuration variables for creating publication quality graphics. These can be set using the function `figstyle` and by specifing the relative width of the image with respect to a journal page. If necessary, one can also specify optional parameters for the resolution of the screen, the maximum width of the image, and the default image aspect ratio." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "pyshtools.utils.figstyle(rel_width=0.75)\n", "%config InlineBackend.figure_format = 'retina' # if you are not using a retina display, comment this line!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grid and Coefficient classes\n", "\n", "Let's start by first creating a power spectrum (i.e., the total power per degree) that follows a power law with exponent -2, up to and including degree 100. To avoid a division by zero, we will set the degree 0 term to zero:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": true }, "outputs": [], "source": [ "degrees = np.arange(101, dtype=float)\n", "degrees[0] = np.inf\n", "power = degrees**(-2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we will create a random realization of spherical harmonic coefficients whose expected power is given by the spectrum we just created:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "clm = pyshtools.SHCoeffs.from_random(power, seed=12345)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This creates a new class instance of `SHCoeffs` that contains several attributes and methods. For reproducibility, the optional parameter `seed` specifies the seed of the *numpy* random number generator. By default, *pyshtools* assumes that the coefficients are real and that they are normalized using the `'4pi'` convention exlcuding the Condon-Shortley phase factor. This is the standard normalization in Geodesy and many fields of geophysics and spectral analysis. Other normalizations can be specified explicitly by specifying the optional parameter `normalization`, which can be `'4pi'`, `'ortho'`, `'schmidt'`, or `'unnorm'`. The Condon-Shortley phase can be included by setting the optional parameter `csphase` to `-1`, and if you wanted complex coefficients, you could set `kind='complex'`.\n", "\n", "`from_random()` is just one way to create a set of spherical harmonic coefficients. The other constructor methods are `from_file()` to read the coefficients from an `shtools` or `npy` formatted file, `from_zeros()` if you just want all the coefficients to be set to zero, and `from_array()` if you already have a *numpy* array of the coefficients.\n", "\n", "Next, let's calculate the power spectrum and plot it. *pyshtools* provides a built in plotting function to do this, and as we will see below, the power spectrum can also be returned as a *numpy* array using the `spectrum()` method." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 470, "width": 627 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = clm.plot_spectrum(show=False) # show=False is used to avoid a warning when plotting in inline mode" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, this method plots the power in units of power per spherical harmonic degree (`per_l`), but you can also choose from the average power per coefficient as a function of spherical harmonic degree (`per_lm`) and the power per log bandwith (`per_dlogl`). You can visualize the power asociated with each spherical-harmonic coefficient using the `plot_spectrum2d()` method. In this example, we use the optional parameter `vrange` to scale the colormap from 0.1 to 1.e-7 times the maximum value." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 470, "width": 620 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = clm.plot_spectrum2d(vrange=(1.e-7,0.1), show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The spherical harmonic coefficients of a given `SHCoeffs` class instance can be converted easily to a different normalization using the `convert()` method. Here, we will convert the coeffients to the orthonormalized convention using the Condon-Shortley phase, which is common in many fields of physics and seismology. Also, let's just return the first 50 degrees of the function:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "clm_ortho = clm.convert(normalization='ortho', csphase=-1, lmax=50)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you ever forget how your data are normalized, you can use the built in `info()` method to remind you:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kind = 'real'\n", "normalization = 'ortho'\n", "csphase = -1\n", "lmax = 50\n", "header = None\n" ] } ], "source": [ "clm_ortho.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will next calculate the power spectra of our two functions and plot them along with our input expectation spectrum:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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DHNcLyqSnvyrTju8XhiwfAAAAAACARHMOMapNhy4qsQm1XjvGs0rxqpAkxXuMhp51sWvMwwvLVLhhcUgzAgAAAAAA0JyDg4mNVa3yxMVpZauTa722Oy5T1xzVUs/+dqiW3Xm6Pp9+s3r2OMwxZnuh1Zz3PwlHVAAAAAAA0IyxIUQMMMbk1yxFJEgT0+d3T2jxizcpbd9aFSV3kDfrRHU7erS6demhG2qMvX3yXzRp0iRH7bl5W/Wn3B3KbNc+fKEBAAAAAEBTlG2MsftPrLVpwfpimnOIWWkZbTT8mn82aOxFF12ku269VptyC6pqe0qs7p78J0198rlQRQQAAAAAAM0cy1pjgLU2rfpHUlakM0Wb+Ph4XXb+KFf9uZn/1s6dOyOQCAAAAAAANCFZNXovQUNzDvA79/zfamAH569EUUmpHnrooQglAgAAAAAAsY7mXDOWVpbrqsWV7IlAkqah+5Ejdc9Jya76tGnTlJOTE4FEAAAAAAAg1tGca8Zal2xx1eJLmu8SztT01jqyT3cd0yXOUS8pKdH9998foVQAAAAAACCW0ZwDqslN76/7T05y1Z9++mlt3Lgx/IEAAAAAAEBMozkHVOM9ZLBOzorXyVnO2XPl5eW6++67I5QKAAAAAADEKppzQDWteg6XpFpnz82cOVPff/99uCMBAAAAAIAYRnMOqKZb/+Eqt3E6pku8zj483nHN6/XqzjvvjFAyAAAAAAAQi2jOAdUkp7TUpvjukqR7T3LPnnvttde0bNmyMKcCAAAAAACxiuYcUMOujP6SpEEd43Re/3jX9b/85S/hjgQAAAAAAGIUzTmgBtN5SNXPd5+YJI9xXp8zZ44WLVoU5lQAAAAAACAW0ZwDamjd72RNrThXl5fdqEtSn1BK/1NdY26//fYIJAMAAAAAALGG5hxQQ9bhR2i6uUAfeYdqh1qr1cjfyMQ5l7d+/PHH+vjjjyOUEAAAAAAAxAqac0AN8XEe9e+U8fN5Rge1PHKUa9ztt98ua204owEAAAAAgBhDcw6oxZFdMhznGceep8SkZEdt0aJFmjt3bjhjAQAAAACAGENzDqhFzeZcfFpbHTf2Qte4yZMny+v1hisWAAAAAACIMTTngFoc2aWVq3bI8ecrNTXVUVu+fLneeOONcMUCAAAAAAAxhuYcUIusti2VluTcBGJNntENN9zgGjt58mSVlZWFKxoAAAAAAIghNOeAWng8Rkd0Tld385PGer7Q5PgXNb3sdl18wS/VunVrx9i1a9fqkUceiVBSAAAAAAAQzWjOAQfwB72qT5Nu0mOJ03RZ/Hsa7vlehT+u0J/+9CfX2HvvvVc5OTkRSAkAAAAAAKIZzblmLKdlX1etLO3QCCRpmlIOHeSqlWxaquuvv149e/Z01AsKCnTrrbeGKxoAAAAAAIgRNOeasQpPsqtm45IikKRpOqTvsa5a2q6VSkpKqnUZ60svvaQFCxaEIxoAAAAAAIgRNOeAA+jYtZd2K91RO7R0jay3UmeddZbOOuss1z3XXHONKisrwxURAAAAAABEuYCac8aYO/yfLsEOBDQVxuPRlpQ+jlq6ivTjhlWSpEceeUSJiYmO68uWLdPTTz8dtowAAAAAACC6BTpz7jZJd0pqG8QsCDMb6QBRoChzoKu2ffUXkqSePXvqpptucl2//fbbtWvXrpBnAwAAAAAA0S/Q5tx6/7F3sIIATVGLrKGuWsWWr6p+vu2229S5c2fH9d27d+uOO+4IeTYAAAAAABD9Am3OvSTJSPqDMcYEMQ/QpHTud5yrlrFnZdXPqamp+vvf/+4a88QTT2j58uUhzQYAAAAAAKJfoM25xyStkHS8pH8ZYzKCFwnhklyR76p5yosikKTpyuzYVduU6ah1L1univKyqvMLLrhAJ5xwgmOM1+vVtddeK2tZPAwAAAAAAA4sPpCbrLUFxpjTJU2V9BtJZxlj3pW0RNJOSd567v93IM9FcLUvXueqJRRujUCSpi2nZV91LJxXdZ5iypT9wzfK6j9ckmSM0WOPPaYhQ4bI6/35n/68efP08ssva8KECWHPDAAAAAAAokNAzTljTM3pVemSzvd/6mMl0ZxD1ChtP1DKnueo7VyzqKo5J0kDBw7UVVddpenTpzvG3XLLLRo7dqxSU1PDkhUAAAAAAESXQJe1Jlf77GcO4gNEjbTDhrlq3q1fu2r33HOP2rZ1bmCck5Oj+++/P2TZAAAAAABAdAto5pykF4KaAmjCug44Tvqfs9Zm77eucW3atNH999+v3//+9476ww8/rN/97nfq1atXKGMCAAAAAIAoFOg75yYFOwjQVGW0ztQW00ldbU5VrVtFtkpLipSU3MIx9rLLLtNTTz2lr7/+eWZdeXm5brjhBs2dOzdsmQEAAAAAQHQIdFkr0KxsT+vnOE80ldq0aolrXFxcnKZOneqqv/vuuzTnAAAAAACAC805oAEqOg5y1fasXVzr2BEjRujiiy921W+44QaVlpYGPRsAAAAAAIheQWnOGWP6GWOuMsZMMcY8YoxpW/9dQPRo1cO3M2uJTdBX3l76Z8UoLSnpfMDxDz30kGuH1nXr1mnKlCkhzQkAAAAAAKJLo5pzxpghxpi3Ja2UNE3S9ZKuldS2xrg4Y8wvjTH/MMa0bswzgUjodsRxOrv8rxpQ+qx+VXa37q74rd7Z3fWA4w855BDdcccdrvq9996r9evXhzIqAAAAAACIIgE354wxZ0qaL+ksSabax8VaWynpb5Kuk3RGoM8EIiWlRUtVtBugimp7qKzbUaDC0ooD3nP99derd+/ejlpxcbEuvfRSeb3ekGUFAAAAAADRI6DmnDGmvaQXJSVLypN0p6Sh9dw2S77m3amBPBOItIFdWjnOvVb6dmveAccnJibWujnEZ599pieffDLo+QAAAAAAQPQJdObc5ZLaSCqVdIa19l5r7df13LPCf+we4DOBiDqiS4artuLHAzfnJOm0007TxIkTXfVbb71Vmza9ROGRAAAgAElEQVRtClY0AAAAAAAQpQJtzo2VZCX9w1q7pIH3bPMfOwX4TCCias6ck6QVdcyc22/KlCk65JBDHLWCggJdfvnlstYGLR8AAAAAAIg+gTbnuvuPHx3EPTv9R5pziEq9O6YpMc75K7Pix7313te6dWs98cQTrvpHH32k5557Lmj5AAAAAABA9Am0Obd/fd/ug7ins/8YX+cooIlKjPeob6d0R61w10/au29fvfeOHTtWEyZMcNVvvPFGbd26NWgZAQAAAABAdAm0Obfdf+x1EPf08x931jkqhhhjMowx9xljlhhj9hlj1htjnjHGtI10NgTmlMy9uirubT2e8A8tSLpWS5Ov0pZv/tugex999FG1b9/eUdu3b5+uvPJKlrcCAAAAANBMBTqLbZmkLpKGSXqjvsHGmERJV8j3nrr6No6IJU9J6ivpOUmrJA2S9BdJxxljBllrSyMZDgfvmMRsDUt4xVErXDtfeQOOk7VWXm+lrLW+ZpvXKytb1XjL7Hiopk+frvHjxzvunzt3rl566SVddNFFYftzAAAAAACApiHQ5twsSWMk/cEY84S1dkM942+T1FO+5tzcAJ8ZjW6RtM1aW+Y//9AYs1vS05J+LemliCWTtDM5Sz9voutTkcorAevSvs+x0nJn7Zgfn5WmPlvvvXuUpp4j/65f/epXmjVrluPaddddp1NPPVUdO3YMZlwAAAAAANDEBbqs9d+SfpCULOkDY8xRtQ0yxmQaY16Rb7aYlW857IsBPjOkjDHHG2PeMsbsMMYUG2O+NcbcZoxJDvQ7rbWbqzXm9lvoPx7MkuCQKEpw7z7qTUiNQJLo0bXXQBXZpIDuba189Zt3jW743Xi1adPGcW3Pnj26+uqrWd4KAAAAAEAzE1BzzlpbIek3kgolHSZpiTHmi2pDnjDGrJOvGTdekpGvOTcp1Es5jTHxxphLjTFbjDHWGPN8A+65RdJnksZK8kpaJ6m/pPslfWGMyajj9oPV039cF8TvRJjExccrO+nwgO9PNBVqt+QB3fXA31zX/vOf/+j1119vTDwAAAAAABBlAp05J2vtN5JOkbRJvubbcPkacJL0C0lZ/rqRVCrpImvtB41KWw9jzK8lfSvpGfneideQe86R9Df5sk+Q1Nlae4SkY+RrPg72f18w8nkk3Sxpn6SQ/l0gdIqPvCTge5d7D9MlJTdrTlFPjT7rbNf1a665Rrm5uY2JBwAAAAAAokig75yTJFlrvzTGHCHfZg+TJA2oMWSvpNmS7mvAe+mC4a/yzUz7t6T2kk6ta7AxJkHSI/7T26y1L++/Zq1dbIyZKOl1Sb82xgyx1n5tjEmS1LqeHJXW2to6LHdIGinpugNcRxQYevYV+sqTIK1+W3GVxbL7e9DGyMrja0fLyBqPJKOj8j+WJL1TeYxuKb9SJUrS9u0FOu7Uq5Qxf57y8vKqvjs3N1fXXXedXn755doeDQAAAAAAYkyjmnOSZK0tlPQPSf8wxrSV1FVSiqSdkjZYaysb+4yD8KCkr6y1yxqynFXS6ZK6SyqRNKOW62/KtzS3g3yz6r6WdLykj+r53k3+761ijPmTpDvlm4U3rQHZ0IQdNXqSNHpSg8Zar1fPPjNV923oIX/nTpK0YJvV6Zfeqten3O4Y/8orr+j888/XueeeG8zIAAAAAACgCQp4WWttrLW7rLXLrLULrbVrw9yYk7X2WWvtsoO4ZYz/ONdam1/L93klzfGfjvDX/mutNfV8ulf/HmPMjfLN6ntZ0lWWt/43K8bj0UWTrtHALu4NOBbHH6nBI37hql911VXavXt3OOIBAAAAAIAICqg5Z4z5xhjzZ2NMxHccbaQh/uPSOsas9B87B/IAY8w1kh6Wb8bcxf7NNJoEj7eWKOHtpzYbyQlxeuqSoeqQ7tzp1RijPUMmqWWqc5fcbdu26Y9//GM4IwIAAAAAgAgIdObcQEn3SfreGLPMGHNblDbquvuP2+sYs8t/7OTf0KFBjM//SZoq3+YPz0k62hhzjP8zOJDAxpj8+j6SshvyXV0KV7pqSXvD8WrA5qlDerKevmSokhOc/4xsy0wNO+l01/iZM2fqtddeC1c8AAAAAABwYNkN6McExASywtIYU6af31dX/QtWyreBwuvW2h8CDRUM/nfO/VbSC9baiQcYUyIpSdJZ1tp3DzDmTEn7r3W01tbVyKt+XzdJG+sYsqnm8tcGfm9D/mMbSS33n7Ro0ULGGNeg4Yel6eOV2xy1IX0P1ZrNu1xjETyJPY9R+hn7Z8VZXRb3rv4U95JGzKzQl5uKXONTUlLk8QR1BTpCqLCwUC1btqx/IICg4fcOiAx+94Dw4/cOCB9rrYqKHP8fvVDOHlht96QF8qxAN4RoK99mCmMkjZaU6a8fKekISfcYY5pMo64OFfI15+LqGFP976iwoV9srd2k6m//D5KG/Ic2xrSTtGP/+caNG9WuXTvXuN+cOlCSszk3+fbJGnfh5Y0PijpN+egHPfG/Vbov/jmdF/+ZJOmVczw64sk4FZU6lxYPGjRIn332mRISEiIRFQcpNTVVBQUFkY4BNCv83gGRwe8eEH783gHhk5ubq/bt21cvZVlrc0PxrICm41hr8621s/wz0jpKOk6+nVK/k68hZeRr1N0jabV/6evtxpjDgxM7aH70HzvUMaat/7jPWsv/CiIobjill6Yc8r+qxpwkHdbaoydHuxtwCxcu1N133x3OeAAAAAAAIEwavVbOWuv17856m7X2CEmHSbpK0qvyzd5yNeoa+8wg2t+ca1/HmP2zAnNCnAXNiMdjdPKl92ldXA9H/aIjE3Xxke4G3QMPPKBPPvkkXPEAAAAAAECYBP1FVtbajdbaJ621v7HWHiKpr6R7JRXJ16g7ItjPbIQt/uOwOsbs37hhc4izNAlBX4eLA2qRmqHUia9pp1o56tNHJ6tHmxqbRliriy66SDt37gxnRAAAAAAAEGIhecu8MSbRGHOyMeYh+WbQTZbUIhTPaqTP/cczjDGud7kZY+Ilnek//TBsqdBsdOzaU7vOfk6l9ufZcmlJRq/+KkU1NnVVTk6OJk2apEA2cQEAAAAAAE1T0Jpzxph0Y8wEY8wsSbslfSTpZvmWtBpJ6+V7L93RwXpmEMyWlC/fphBX13L9IkmtJZVKeiWMudCM9B56ilYeda+jdlSnOP31lCTX2Dlz5mjatGnhigYAAAAAAEKsUc05Y0wbY8wkY8wc+d4v96Kkc+WbJWck/SDpPkmDrLWH+99L93VjQweLtXaPfPkk6QFjzHhjjEeSjDEjJT3uvzbFWrs1EhnRPAwde5UWHnKJo/bHYxN17OHuXXZvvvlmLVvWlF7dCAAAAAAAAhVQc84Y83tjzEeStkl6RtJoSYn+y0sl3SVpgLW2r7X2DmvtimCEDZH/J9+sOI+k1yRtNcaslDRPUrKkWZLuiFy8+hlj8qt/JGVHOhMO3hG/uUcl1Za3eozRK2dX1Ny6WWVlZbrgggtUWFgY7ogAAAAAADRX2TV6L0ET6My5GZJOlhQv3xLWf0u6WFIHa+1wa+091tpVQcoYUtZar6QJki6Tr7GYLqmLpAWSJkoab62tiFhANBup6a21Km2Eo3ZoWqUmX/Vr19g1a9bo+uuvD1c0AAAAAAAQIo1955yVtES+RtYCa22T2UrSWjvRWmustRMbMNZaa5+11h5trW1prW1trR1prX3BRsHb9621adU/krIinQkBOmK8q/SL5O91yy23uOrPPvusXn311XCkAgAAAACgucuq0XsJmkCbc9fKt+xT8u1mOk3SemPMd8aYvxtjfmGMMUFJCDQj/U74pfbV2Ni4X/HXuvG6q3T00e69VK644gplZ7OKGQAAAACAaBVQc85aO91ae6J8yz+vl/SFfBtA9JV0o6SPJW02xvzNGDM4SFmBmJec0lLftzrRUYs3Xm1a8JpefvllpaU5m/P79u3ThAkTVF5eHsaUAAAAAAAgWBq1rNVa+5O1dqq19nj5GnU3SFooX6Ous6SbJC01xqwyxtxujDms0YmBGJcy5DxXLX3dbPXo0UOPP/6469qiRYt055131vu9lRUVKilmEwkAAAAAAJqSxr5zroq1Nsda+5i1dqR8jbnLJL0lqVBSH0n3SFprjPkiWM8EYlHfY8/STrVy1spXadvmtbrwwgt1ySWXuO558MEHNWfOnAN+55L/TFX+fd3kfTBLC5+6LuiZAQAAAABAYILWnKvOP6PuOWvtLyV1knSXpCL5ZtQND8UzgVgRn5Co9e1OrTqvtEbzKgfo85XrJEnTpk1Tr169HPdYa3XhhRfqhx9+cH3f+hVf6Khlf1ErFaiFKdWxOS/o6/f+Gdo/BAAAAAAAaJCgN+eMMUnGmJONMXcZYz6WtEPSnVKNt9wj4vISO7pqFcltIpAENWUMm6CvvL10Z/lvdUzpdF1cfpv+uS5VkpSWlqaXX35ZCQkJjnv27duncePGKT8/31n/4H7FGeemw6lfzVAUbEQMAAAAAEDMC0pzzhgzwBhzozHmfUl7JH0k6S+STpSULN+MubWS/i7phGA8Ez8zxuRX/0hq0PadeUmHuGqVKZnBjocA9B56sq5v+Te9UDlKuf4lrqt/2qd1O3yNt6OOOkrTpk1z3bdq1SpNnDixqvG2fsUXGlw43zXuzqLx+nrznhD+CQAAAAAAiCnZNXovQRNQc84Y094YM8EY87wxJkfScvkab6fp52acJC2Q9H+S+lhr+1hr/89auyAYwYFYZozR2IGdXPW3l+VU/XzFFVfo8ssvd41588039de//lWSb9ZcTbMqR2qht7+em78xeIEBAAAAAEBA4gO8b5uk/WviTLV6saQP5dsIYq61NrcR2dBA1tq06ufGmHbyLSdGFBs7qJNmfLreUXtreY7+eNrhMsb3azd16lStWLFCixcvdoybPHmyOrZK0u9qzJqrtEbTKsZJkt779if9uKdIXVqz4hwAAAAAgHpkharP1Zhlrcb/2S7pGUljJbW11o6z1j5PYw5onD4d03V4h1RHbdOuIq34Ma/qPCkpSbNmzVKHDh0c46y1uuHmP2ndbq+jPtt7nLKtbzmz10ozF24KUXoAAAAAANAQgTbnVkl6UNKxkjpZa6+w1s6x1pYELxqAcwZ1dtXeXp7jOO/cubPeeOMNxcc7J8LmF1do3KtFKijzTXKtPmtuv5eXbFZhaUWQUwMAAAAAgIYKqDlnrR1grb3NWrvYsuUjEDJjjnS+dy5Oldq27H1VVjgbaiNHjtSjjz7quv/bHV797q1iWWv1davT1ObQfo7r+SUVeuOrH4MfHAAAAAAANEhQdmvdz/i0N8ak1j8aQH0ObdtCg7pkaIj5QXfFP69FSX/Q9Iq7tXrxe66xV111lSZNmuSqv76qQg8tKFfHsyfr0pFZruv/nL9B3kqvqw4AAAAAAEKv0c05Y0y8Meb3xpjPJZVK+klSnjFmrzFmljFmbKNTIiS6FHzrqiXmbYhAEtTl5naL9GbSXZoY/6HamX2SpKKvXnWNM8ZoxowZ6tclw3Xt9o9LtDp7u07v10GdW6VIkhJVrl96Ptf0ghu0/BP39wEAAAAAgNBrVHPOGNNb0kpJ0yUdJ9/ur/s3ikiXdK6k/xhjPjTGtG1kVgRZnC13F21l+IOgTn1OOE+V1jhqvXd/rLJS9yset65dpvd/Xal2LZzjvVa64IILtHnTRl0+LFPXxr2p+UnXa0riE+rv2aTEJY+H9M8AAAAAAABqF3BzzhiTJekLSYfr54acJOVK2rd/mP9ziqRPjDHuKT0A6pR5yKFanTzQUctQoVbN+49rbN7796lrhkevj09RfI3f7j179mjcuHEa1TtDV8W/o/Zmb9W1/mXLtW7lwpDkBwAAAAAAB9aYmXMvSWotX/Ntg6SJktpYaztYa1tJ6i7pt5Jy/GP6S5ramLBAc1XU+5euWsXy1x3n61cu0pDCeZKkX3SP15TTk133rFixQjfe/CetaHe269qe/7k3lAAAAAAAAKEVUHPOGHOmpGMkWUn/ktTHWjvTWls1Fcdau9la+6KkfpLek69Bd6Expn/jY6M6Y0x+9Y+k7EhnQnD1PvFCldl4R63fvvkqKsirOs97/z7H9WuGJeisoYe6vuuVV17R62tT5K2xVHbgno+Uu21zEFMDAAAAABAzsmv0XoIm0Jlz4/3HNZIutdZWHGigtXaffLPqdvpLFwX4TASZtTbSEdBAGW0y9V3LYY5aC1OqVZ++JklanbNXK/OSVVqtgeeVR1OefVVDhgxxfd+Ux2bo/u+djbtEU6F1cx8LQXoAAAAAAHAggTbnjpNv1tzj1ta2q4CTtTZXvk0jjKQBAT4TB2CtTav+kZQV6UwIPm//X7lq8atmSZIe+3i97qyYpF+U/kMvVJymUhuvbzJO1eFHHqM333xTmZmZrnvveXO1Psl29tV7b3lVJcWFofkDAAAAAAAQvbJq9F6CJtDm3CH+49KDuGf/2H4BPhNo1vqdeL6KbJKzVrhEX65er/e+3SZJ2qa2urNikk4q+4cyz71fktStWzfNnj1bSUnOeysqKnTOayValfvzDr1ttE8r3ns2xH8SAAAAAACwX6DNuf1r50oO4p5c/7FzgM8EmrWUlmlalXG8o5ZoKvXua0+5xg4fdKS6H9a76vy4447TzJkzXePyS7wa/VKRthV4q2rtvn1W1ut1jQUAAAAAAMEXaHNuu//Y4yDuGeg/7g7wmUCzlzBovKt2WsXnjnOPka45uadr3HnnnaeHHnrIVd+UZzXm5SIVlvneQZjl3ajvFrwTpMQAAAAAAKAugTbnlsj3/riD2dzhl/7jigCfCTR7fY8bpz1yLm0/xrNa7bWn6vycQZ3Vo11qrfffcsstuvLKK131pTleXfhmsSq9vgZdxRczgpgaAAAAAAAcSKDNubf9xzHGmN/XN9gYc6mkUfJtIjEnwGcCzV5iUpJ+aHuyo+YxVmfHLfL/XPusuf2MMZo2bZrOOOMM17W31lTo5g9LJUmDihdpy9rlQUwOAAAAAABqE2hz7lVJm/w/P2KMudsYk15zkDEmxRjzkKTH/aXdkv4Z4DMRZDbSARCQ1KMucNXGxn3hOw7sdMBZc/vFx8frtdde08CBA13XHllcpscW+xp0OR88EoS0AAAAAACgLgE156y1FZJ+K8krKUHSZEnZxph3jDFTjDH/MMZ8KGmLpJvl20DCSrrSWlsYnOhA89R3+CjtlrMXPsizXh3MHl1zcq8GfUdaWprmzJmjzp3d+7Pc8H6p3vq+XEfkzlXe7txa7gYAAAAAAMES6Mw5WWs/lzRBUpl8759rJWm0pOslXSfpFEmt/despBustW82NjDQ3Hni4vRDh7Nc9f/X4SP1bF/3rLnqunTporlz5yo11XmPlfSbWcX6LqdIq+c81ti4AAAAAACgDgE35yTJWvu6pKGS5vpLppbPYkknWmunNuZZAH7W+bQ/qNgmVp0X2SR1G/3Hg/6egQMH6vXXX1dcXJyjXlwhjXm5SHFfP6/ystJG5wUAAAAAALVrVHNOkqy131lrx0jqKOl8STdK+rOkSZIOt9Yea62d19jn4MCMMfnVP5KyI50JodW15xH64RdTtTqhv1YmDdaG05/VoYcPCui7zjjjDM2Y4d6ddXuh1en/KtH/vbyoahdXAAAAAACaqewavZegiQ/WF1lrcyW9HqzvQ+gVx7dy1bwJLSOQBIEYePIF0snuzSECccUVVyg7O1sPPvigo753105N//OV2lv2lGZMPE7JCXEH+AYAAAAAABCIBs+cM8YMNsbMMMYsNsYsN8a8bIy53RhzaCgDon7W2rTqH0lZDbkvN8U9rKJlp2DHQ5S4//779evx57nqZT+t0cv3X6ffPP659haVRSAZAAAAAAARl1Wj9xI0DWrOGWPukfSlpCvle8fcAEnnSbpH0g/GmMuDGQpA+Hk8Hr048wUNOvoY17WSTcv1wbTb9Kvp85SztzgC6QAAAAAAiE31NueMMX+UNFm1b/ZgJCVKesIYMyaEOQGEQXJysj7+4F317jfAda147SItnvlXXTP1DWWv+jIC6QAAAAAAiD11NueMMW0k3ec/9Uq6Q76ZcxmSRkh6eP9QSc8aY1JClBNAmLRu3VqfffxfdT+sh+ta4bf/U/o716rNq2O1auF7EUgHAAAAAEBsqW/m3ARJKZKspHHW2vustV9ba/OttYustbdIGu8f21bSRSHMCiBMOnTooE8//p86d+7iuvbCl3ma8ulu9Xj/Yn3zwQsRSAcAAAAAQOyorzl3kv/4ubV2Tm0DrLWzJH0o3+y5cUHMBiCCunXrpv/+9yNlZma6rt3zeZlmLCrQwC+u1+JXH4pAOgAAAAAAYkN9zbmB8s2ae6mecdP9x2MbnQhAk9GnTx998MEHSk9Pd1278cNSPb+sVMNXP6CFT18v6/VGICEAAAAAANGtvuZcW/8xu55xP/iP6cYY9/+LR5PUvnidqxZf8GMEkqApGzJkiObMmaPk5GTXtcvfKdGsVeU6duvz+vKxC2nQAQAAAABwkOprzqX5jzvqGbe52s9tAo+DcEquyHfVPBXFEUiCpu7444/Xm2++qfj4eEfda6XfzCrWh+srNGzvu1r69owIJQQAAAAAIDrV15wr8x9TGzhOkkoDjwOgqTrzzDP1r3/9S8YYR73cK417tUhfbKlQ+rcvRigdAAAAAADRqb7m3P5pVG3rHCW1qvZzfbPsAESp888/X08++aSrXlQujX6pSHmbVilvd24EkgEAAAAAEJ3i67leLF/jbaIxZkgd4zr7j2WSbq85s6Yma+09DU6IsKrnPx2gyy+/XHv37tWtt97qqOeVSqP+VaCpA6bpouvvjlA6AAAAAACiS33NuW2SDpE0zv+pi5WUKOnOBjyX5hwQxW655Rbt3btXDzzwgKO+t0S6+s9/VZ/jxmjo0KERSgcAAAAAQPSob1nrZkkmyB8EmTEmv/pH9e+uCzTafffdp8svu9RVzy8u16mnnqovv/wyAqkAAAAAAAiJ7Bq9l6Cpb+bc3yW9FcwHAogNxhg98eRTyl8xR68s2e64lpeXp9NOO00ffvihhg0bFqGEAAAAAAA0fXU256y1CyUtDFMWBMham1b93BjTTmzMgTDweDy69spL1Mb7iGYsLXdcq96gGz58eIQSAgAAAAAQFFnW2pDsgFjfslYAqFO7wWdp2uhk/eHoBNe1ffv26fTTT9eiRYsikAwAAAAAgKaP5hyARulx5EjtNRmaemayrh2W6Lq+v0G3cCGTcAEAAAAAqInmHIBG8cTFaX3a0TLGaPKodhp9dHfXmPz8fI0aNUpffPFF+AMCAAAAANCE0ZwD0Gh7hlyjs0of0PCyx/XtSVOVdtRY15j9DboFCxZEICEAAAAAAE0TzTkAjTZw6Ah9Z7vLyiNjjFqfcrm6nvD/2bvv6CjKNY7j39lsNj200HuvoYQSQGkKCEoVEAsKimJBRFRE7BdUVFARQUGwIhYsIIiI0qWGEHoLvXcCKZC6c/8Ao8tsQggpkPw+5+TkzvO2Z7iHDXmcd96eln6xsbF06NCBZcuW5UKWIiIiIiIiItcfFedE5JoVC/CmZsnA1GvDMDCa9uWRJwZZ+v5ToFu8eHEOZigiIiIiIiJyfVJxTlwYuZ2A3LBaVgtyuTYMg1b3P8uzzz5r6RsXF0eHDh2YPXt2TqUnIiIiIiIicl1ScU5EskSrakUtsb93nmL06NEMHTrU0paQkED37t355ptvciI9ERERERERkeuSinP5WLLNyxIzbY5cyETygkblC+Pr8HCJLd91imSnyTvvvMOwYcMsY1JSUrj//vv56KOPcipNERERERERkeuKinP52BG/WpZYYoHyuZCJ5AUOu41mlYqkXvtznmZJK9m2OQLDMBg1ahRvvPGG27FPPfUUI0aMwDTNnEpXRERERERE5Lpgz+0ERCTvuK2CQfWdM2nlsZEQYyeeRgor15yDeo0wDIOXXnqJggUL8uSTT1rGvvbaa5w5c4b3338fmy1j/91g//YIjqz4jpKH5lIq5QhHPUqS1PVTqtS7KatvTURERERERCRbqDgnIlmmeRlv7vKc7hIrcmyZy/XAgQMpVKgQffv2JTk52aXtww8/JCoqis8++wy73f3H06Fdmzm47BtKHJhLRec+Up/1NKC88xBRM3pzIuhvipWumFW3JSIiIiIiIpJttK1VRLJMmSp1OGwUd4lVSdpJ1MmjLrF7772XmTNn4u3tbZnj66+/pkePHsTHx6fGDp45z8Qlu+n00d8c/7ofzfZ9QkXnPrc5FCKGk1/dT8plhb/MiD8fy7p5X7Fp6QxMp/Oa5xMRERERERG5nIpzIpKlDhVu7nJtM0x2r55t6XfHHXcwb948AgMDLW2zZs2i3W0dGD9vI10nLKfFu4t4e+52Nh+OZk5K0yvmUDtxE2FTX8r8TQDHDuzk5OjGNFj5FMEL+7H2g57XNJ+IiIiIiIiIOyrOiUiW8qrR3hJz7lzgtm/Lli1ZtGgRRYsWtbQtW7qEZ/v1JGLHfpf4nJTQDOXRZN8ktq76I0N9L3fu9HESvuxOWfNIaqxRzAK2r5mfqflERERERERE0qLiXB5gGEbMf7+Avbmdk+RfVUI7kmR6uMQqnVuV5rbQkJAQ/v77b8qWLWtpSzy2k+PfvkBy9MnU2HEKE+asDsAhowQrS/dj++0/ccQo5jLWwzAp8scTnD117Kryj78Qx+GJd1LeeTA1dsgMYkpyR+bvT7mquURERERERCTP2HtZ7SXLqDiXjxVKOGyJ2c+fyoVMJC/xDyxEpFctl1gQZ9mzJSzNMdWrV2fZsmVUq1bN0pZ0+iDHpj5L4ok9AJQu6MP22s+ws9tvlH5lG80e+ZAaTdoRfcdEkk3Xj7TinGbv5w9m+H1xKcnJbJ1wN7WSNrvEdzlLs8AZwne7PNuYdCgAACAASURBVDFNM0NziYiIiIiIiGSEinN5gGmaAf/9AjJ0TGVA4glLzCMhKqvTk3wounQrS+zEujnpjilXrhyff/QmDUpYP5ZSYs9w5vvhDK0Tz7JhbXig991Urd8Cw/Zv3xqNbmVNpScsYxucX0HY9HeumLPpdBI+6VFCYpda2nyMBCKcVTl89gKbDp+74lwiIiIiIiKS51S8rPaSZVScE5EsV7T+7ZZY4KEl6Y5JTIin9Kr/saivHy3Le1jaEy7EMbhfb7744os05wjtM4JNXg0s8QbbxrB744p011897XVCT/5kie90lmZA4jMk4ADg901Xt01WREREREREJD0qzolIlqtUpymnKeASq5qwmbiYs2mOWfvta1RwHqCAt8Ef9/nSvYbd0iclJYX+/fvz6quvut1eavPwoOSDX1vWdhjJeM58OM31w2dPounuDy3xExSmb+IwzuGfGvtj81FtbRUREREREZEso+KciGQ5m4cHewObuMQcRgo7V89123//9gga7puSeu3jafBjLx96t7U+BQcwcuRI+vbtS2JioqUtqEQ5Drf+wBLfkVSCt+dstsQ3//0rdcOHW+Ixpg8xPb4nsITrLvF9p8+z/ViWvvtTRERERERE8jEV50Qke1RpawklbP/TEnOmpHD+54E4jGSX+GF7Gb6c9Tdjx47FMAzLuKlTp9KxY0fOnbO+A65u6x6sKnHfxTVNO68m9eWRpGeYuv4cM9f9exDK7k2rqDD/URyG6ymsiaYH+9t9SuXgUDrWKWmZf+6mo2nctIiIiIiIiMjVUXFORLJFxdBOlljp0ystsTU/v0fNpK2WeGy79/D28WPw4MH8/PPPeHt7W/osXLiQm2++mYMHD1raQh58n8VebeieOIKvU24DLhb4XpqxiX2n4ji6fweBP9+Nv3HBMnZjo1HUubkLALcHl3BpK8lpnBHfuL9pERERERERkauk4pyIZIsixcuwy6OyS6yMeZTDe7akXh8/tJvaW963jF1dpBu1mnVMve7evTuLFi0iKCjI0nfz5s00bdqU9evXu8QdXt5UGvAtBx1VXOJxiSm8MG0JiV/1oCjW04lXVn6aRp0fTb2uWjyA5kViGeAxm5mOV1jpPYjn4sexf8e6K/wJiIiIiIiIiFyZinMikm1OlmhhiR1a8xsAptPJ0W8HWp5cO0Fhat5vLdg1bdqUlStXUqVKFUvbkSNHaNGiBX/88YdLvFwRX966M9gl5kUiz55+jfJO69N2q4r2oul9r1nigwqu5EXP76hv2/3vmit+sPQTERERERERuVoqzolItilQp4Ml5ti/GICIP76i/nnrNtdDzUcSWLCI2/mqVKnCypUradasmaUtNjaWTp06MWnSJJd453qluLtx2dTr1+xf09gWaRm/1q8ljR+diGGzfiwWC73LGjs0z22OIiIiIiIiIldDxTkRyTZVG95CrOmTer3NWZYVcaU4deIYFcKsT6it9WtJSPs+6c4ZFBTEggUL6NGjh6UtJSWFxx57jCeffJKkpKTU+Guda1OlmD8AH6d0YbfT9ZCHrZ51qP3k93jY7W7XrFSnKYeN4i6xyil7XLboioiIiIiIiGSGinMikm08HV7MLfIAzyU9SpP4CXRMfIfRCXeydsqTFMH1lNVo/CjfZ0KG5vXx8WH69Ok888wzbtsnTJhAhw4dOH369MX+Dg/G39sAh93GIbMYPRNfY62zKgD7bGUp/fhMvH380lzPsNk4WNx6+uzBZd9nKF8RERERERGRtKg4JyLZKqHJQH5KacUJCgHQ3LaZ2xL/svTbHvw8QSXLZXhem83Ge++9x7hx4zAMw9K+cOFCQkND2br14kmwNUoE8lrnWgBEEch9iS8yw9YO734zKFC46BXXK9zEurW18IE/3PQUERERERERyTgV50QkW7Wq9m/hy5sE3rJ/Zumz2VGPxt2fytT8gwYNYvbs2QQEBFjadu/eTdOmTZkzZw4A94WW56N7GtCmelE6NaxMs8HfUKJc1QytU7V+S47helpsteRIjh3Ymam8RUREREREREDFORHJZmUL+1Ip6OKW0aftv1DBdtylPd70pMBdE9wexJBRd9xxB6tWraJy5cqWtpiYGDp37sy7776LaZp0rleKLx5swphe9ShRwDvDaxg2G/uK3WqJ79PWVhEREREREbkGKs6JSLZrWa0oYBLAeUvbusqPUbZK8DWvUatWLVavXs0tt9xiaTNNk2HDhtG3b1/i4+MzvUaBhtZDKArsnZvp+URERERERERUnBORbNeyWhBg8FJyf+5JfIl9zosnn+72qEiju1/JsnWKFCnCH3/8wcCBA922T506lVatWnH06NFMzV+9UVtOUdA1lriVU0f2Z2o+ERERERERERXnRCTbNa1UBIfHxY+blc7adEh8m0nJnXF2GoenwytL1/L09GT8+PFMnDgRu91uaQ8LC6Nx48aEh4df9dw2Dw92BbVxjRkmu//W1lYRERERERHJHBXn8rGDAfUssYSCVXIhE8nrfB127mlSNvU6Hi/O3fwyVRu0zLY1H330Uf766y+KFCliaTt8+DAtWrRg2rRpVz2vf/07LTG/Pb9nKkcRERERERERFefyMdPd//2GkfOJSL4wrGMNnm1XjbY1i/Na51oMva16tq/ZunVrwsLCqFOnjqUtPj6ePn36MGjQIBITEzM8Z43QDkThejJsjfiNnDlx+JrzFRERERERkfxHxTkRyRG+DjuDbq3KlL6NePCmihg5VAiuVKkSK1asoEuXLm7bx48fT+vWrTl8OGPFNbung52FWrnGDCe7/p5+zbmKiIiIiIhI/qPiXH5mmrmdgUiOCAgIYMaMGbz44otu21euXElISAiLFy/O0HzedbtbYzvnXEuKIiIiIiIikk+pOJcHGIYR898vYG9u5yRyvbHZbLz55pv88MMP+Pn5WdpPnDhB27ZtGTNmDOYVCtc1mnciGl/X2IUIzp05maU5i4iIiIiIyHVj72W1lyyj4pyI5Ct33XUXYWFhVK9ufeddSkoKQ4cOpVevXkRHR6c5h8PLmx0FWlwcYxqsctbkjeQ+LI48nW15i4iIiIiISN5kz+0E5NqZpunydnrDMIoCJ3IpHZHrXq1atQgLC+PBBx/kl19+sbT//PPPbN68mV9++YVatWq5ncNs+BDD55Xhz5RGnKYAAEd2xGZr3iIiIiIiIpJrKpqmmS3bpfTkXD7ml2R9yscjIUufzBS5bgUGBvLTTz8xevRobDbrR+GOHTto0qQJ06e7P+ihbrN2zPJon1qYA1i68ySGp3e25SwiIiIiIiJ5j4pz+ViRhAOWmP3C8VzIRCR3GIbBc889x4IFCyhWrJilPS4ujt69ezNkyBCSkpJc2rw9PWhTw3VMYrITzwoh2ZqziIiIiIiI5C0qzuVnOqxVBIDWrVsTERFBs2bN3LaPHTuW1q1bc+CAa0H79uCSlr5elUOzJUcRERERERHJm1ScExEBSpcuzeLFixk0aJDb9hUrVlC/fn1mzZqVGmtdvSjenq4fo47y9bmQmJKtuYqIiIiIiEjeoeKciMglDoeDcePGMW3aNHx9fS3tUVFRdO3alcGDB5OQkICvw06rakVd+hie3iyJ1HksIiIiIiIikjEqzomIXObee+9l1apVVK1a1W37uHHjaN68Obt27XLZ2mrDSWNjOyeXf51TqYqIiIiIiMgNTsU5ERE3goODCQ8P55577nHbHhERQUhICKc3LORm+zbesH/Gaq+B/Og1gu5HPiAh/nwOZywiIiIiIiI3IhXnRETSEBgYyLRp05gyZQo+Pj6W9piYGPr3e4Dzf47lTnM+RY1zAPgbF9iyeHpOpysiIiIiIiI3IBXnRETSYRgG/fv3Z82aNdSqVcttnxlrDtNkchxbTvx7EITnui9zKEMRERERERG5kak4JyKSAbVr12bNmjU8/PDDbtu3nHTSeHIcUyISMU2T4IR1HNy5IYezFBERERERkRuNinMiIhnk6+vL5MmT+fbbbwkICLC0X0iGR2bHc8/PF4i6YHJ4/se5kKWIiIiIiIjcSFScExG5Svfcc0/qgRDu/LAlmboTYzm16icuxMXkcHYiIiIiIiJyI1FxTkQkE6pUqcKKFSsYPHiw2/ZD0SZdvj7DgHu7kpCQkMPZiYiIiIiIyI1CxTkRkUzy8vJi7NixzJw5k0KFClnaTeCbWYto0qQJW7ZsyfkERURERERE5Lqn4pyIyDXq2rUrGzZsoFWrlm7bN27cSMOGDRk3bhxOpzOHsxMREREREZHrmYpzIiJZoGzZsixcuIjOjcvi6eaTNSEhgcGDB9OxY0eOHDmS8wmKiIiIiIjIdUnFORGRLGKz2dgdZbLqYX9qF3X/8frnn38SHBzML7/8ksPZiYiIiIiIyPVIxTlxZRi5nYHIDW3/0ShslW9izSN+DA51uO1z5swZevTowUMPPURMjE5zFRERERERyc9UnMvHjvpWt8SS/MvmQiYieYut8cP4eBqM7eDNvD6+lPR3X/T+4osvqFu3LosWLcrhDEVEREREROR6oeJcPpbo4WuJmXavXMhEJG+p07I7h43iALSvbGfT437cWdPutu++ffu45ZZbGDRoEHFxcTmZpoiIiIiIiFwHVJwTEcliNg8PDlS6J/W6iK+Nn3r58L9edfD393c7Zvz48dStW5elS5fmVJoiIiIiIiJyHVBxTkQkG9To+DgJpmfqtWEY3F7Dmz8XL6N58+Zux+zZs4fWrVvz9NNPc/78+ZxKVURERERERHKRinMiItmgUFAJNha8hQumg++TW9Mp4Q16Jr7OitPeLF26lHfeeQeHw3pghGmafPjhh9SrV4/ly5fnQuYiIiIiIiKSk1ScExHJJj4d/kdownheSB7AZrMSAN+FHSTFNHj++edZt24djRs3djt2165dtGjRgmeffZYLFy7kZNoiIiIiIiKSg1ScExHJJrVr1KBsqVIusVOxCfy59RgAtWrVYsWKFbz11lt4enpaxpumyfvvv0/9+vVZuXJljuQsIiIiIiIiOUvFuXzMkWJ9p5WRnJALmYjkTYZhcH/T8pb41JX7U/+33W5n+PDhrF27lpCQELfzREZGcvPNNzN06FC9i05ERERERCSPUXEuHyt5focl5hl7MBcyEcm7utQvRYC33SW2eu8ZIo/HuMSCg4NZtWoVI0eOdPsUndPpZMyYMdStW5eFCxdma84iIiIiIiKSc1ScExHJRr4OOz0blrHEv1m13xLz9PTk5ZdfZs2aNdSvX9/tfLt37+bWW2+lf//+nDlzJsvzFRERERERkZyl4pyISDa7L/Tyra0m+yLmExdz1m3/evXqsXr1al577TXsdrvbPp9//jk1a9Zk+vTpmKaZxRmLiIiIiIhITlFxLg8wDCPmv1/A3tzOSUT+VaWYP80rF8Gf8/Tx+Is/HC/wtfEam/+YkuYYh8PB66+/zurVq9N8iu7EiRP07t2brl27cujQoexKX0RERERERGDvZbWXLKPinIhIDhhYI45VXk/yhucX1LBdfLdj0W1TMZ3OdMeFhIQQFhbG22+/jbe3t9s+s2fPplatWnz88cc4rzCfiIiIiIiIXF9UnMsDTNMM+O8XUDG3cxIRV01Cb+aC4eMSq+Tcx47wBVcc6+npybBhw9i4cSOtW7d22ycmJoaBAwfSsmVLtm3blhUpi4iIiIiIyL8qXlZ7yTIqzomI5ABPhxe7yva0xGOXTczwHFWrVmXhwoVMmTKFggULuu2zfPly6tevz//+9z8SEhIyna+IiIiIiIjkDBXnRERySOUOA0k2XT92655bTMQfX15xe+s/DMOgf//+bNu2jV69erntk5iYyOuvv07dunVZsODKT+aJiIiIiIhI7lFxTkQkhxQrXZGN/je7xBxGMiGrBrPp3fYc3rMlw3OVKFGC6dOnM3PmTEqVKuW2T2RkJG3btuXee+/l2LFj15S7iIiIiIiIZA8V50REcpCj2SNu43Xj1xD0VStWfv488RfiMjxf165d2bp1K4899liafb777juqV6/O+PHjSUlJueqcRUREREREJPuoOCcikoNqN+/E6iLd3LZ5GUk0OzCJU+82ZNOSXzI8Z4ECBfjkk09YunQpNWvWdNsnOjqaQYMGERoaSnh4eKZyFxERERERkayn4pyISA4ybDYaPf4Zq2u9RDS+bvuUMY8SvOhBIsZ04cThvRmeu0WLFqxfv5633noLHx8ft33Wrl1LkyZNePLJJzl79mym7kFERERERESyjopzIiI5zMNuJ/Su50l8LIw1Bdqn2S8kdgl+nzZl1bQRJCclZmhuh8PB8OHD2bJlC506dXLbxzRNJkyYQI0aNfj2228xTTNT9yEiIiIiIiLXTsU5EZFcElSiLI2H/MiW9t+x31bWbR8/I56ykV/Sc/wi1h/M+JNuFStWZNasWcyYMYMyZcq47XP8+HHuu+8+2rZty9atWzN1DyIiIiIiInJtVJwTEclltZvfTslh4ayq9BTnTS9L+4ikB1h/PJnek1aydv+ZDM9rGAbdunVj27ZtPPfcc3h4eLjtt3DhQurWrcuQIUM4d+5cpu9DRERERERErp6KcyIi1wGHlzdNHxhJdP/lrPO7OTW+MKU+85yNAEhIdjLkhw3EJiRf1dz+/v6MHj2adevWcdNNN7ntk5KSwtixY6lWrRpffPEFTqcz8zcjIiIiIiIiGabinIjIdaREuao0GDqHDS0nsdcoy2vJfQEjtf3AmfO8OSdzW1CDg4NZunQpn332GUWKFHHb58SJEzz00EM0a9aMsLCwTK0jIiIiIiIiGafiXD522rucJZbsUzwXMhGRy9W75W5KvLCeVqGNLW3fhR1k4fbjmZrXZrPx0EMPsX37dh5++GEMw3DbLywsjNDQUPr378/x45lbS0RERERERK5Mxbl8LNbT+uSM0ysgFzIREXd8vOy83rk2DcoVtLQ9/9MmzsRl7ARXd4KCgpg8eTJhYWE0bdo0zX6ff/451apVY+zYsSQlJWV6PREREREREXFPxTkRkeuY3cPG+3fVx8fT9TCHU7HxTJ32JeY1vhuuUaNGLF++nC+//JLixd0/ORsdHc2QIUOoX78+CxYsuKb1RERERERExJWKcyIi17mKQX68eHuN1OsinONTz/cZfGQoa3+beM3z22w2+vbtS2RkJM8++yx2u91tv61bt9K2bVu6du1KZGTkNa8rIiIiIiIiKs6JiNwQ+jQtT8tqRWlnC2ee1zDae6wFoHrECI4d3JUlawQGBjJmzBg2btxIu3bt0uw3a9YsateuzZAhQzhz5kyWrC0iIiIiIpJfqTgnInIDMAyD0XeUZ4xjEkFGdGo8gAuc+qY/zpSULFurZs2azJs3jxkzZlChQgW3fZKTkxk7dixVq1Zl3Lhxeh+diIiIiIhIJqk4JyJygyhevDg7G//PEq+TsJ6w6W9n6VqGYdCtWze2bN7Ms4MH4uXwdNvvzJkzDB48mODgYH777TdM08zSPERERERERPI6FefyMcPdL9H6xVrkutbojkdYG3CLJV5/+wfs3x5xzfMnJSUSGbGUVd+OJGJ0Z86PrsWYglPZ+YQX9wW7L9AB7Nixg86dO9O+fXs2btx4zXmIiIiIiIjkFyrO5WPlYtdbYo5ze3IhExG5GlX6TeQEhV1i3kYSiT89QlJiwlXNFRsdxaalM1j52bNsHtWKxDfKUG1WZ5pGjiEkbilBnAWgbAEb39zpw+qH/WhWxv2BEQDz58+nQYMGDBgwgOPHj1/9zYmIiIiIiOQzKs6JiNxgChQpzrHWYyzxqsm7CJ/60hXH7z4ZyyeLd9P94+Wcei+U4IX9aHZwCnUS1uNnpF/ca1Lag+UP+TCqT8M030fndDqZPHkyVatW5Y033iAuLi7dOc/HniM5KfGKeYuIiIiIiORFKs6JiNyA6rbuweqgOy3xxgc+IzJisUvM6TSJOBDF23O3c+t7i7n1vSW888d21h04yzpnlate2zAMXqi8k5lfj+ftt98mICDAbb+YmBheeeUVqlatyuTJk0lOTnZpjz8fy9r3uuE9ujzRb1Zm/V/fXnUuIiIiIiIiNzoV50REblDB/cZy0CjlErMbTrx/e4JzUafYuOgnfp4yitBRC7jz4xVMXLKb3Sddn2ILd1ZPd43zphebveqz017V0uaz5HWeH/ocO3fu5NFHH8Vmc/8j5ejRowwYMIDg4GB+/fXX1EMjNnw+iIYxi7AZJoWJptqypzl17MDV/BGIiIiIiIjc8FScExG5Qfn6FyDujvGkmIZLvJzzMH5jq1J3SX/aHRxHVEza20rXXFacO00BIvxasqrqs0R2mYXnSwepM3wJvvdOJdF0fddcteRIIn7/nOLFizNx4kTWr19Pu3bt0lxr+/btdOvWjRYtWvDNx28TeuoX1/sxEtg1M2tPnRUREREREbneqTgnInIDq9HoVsLK9LPE7YYTgEDjPKG2bWmOjw2ozIrC3Qir9waH+iyn8Kv7CBk6m6b3vUq1kFZ4OrwAKF2pJhEle7uM3eosz2cbE4hPSgEgODiYefPmMWfOHGrXrp3mmsuXL+f+gcPpMf08O06luLTVPfoTUSePZujeRURERERE8gIV50REbnANH3ibXR6V02xvbwt3ua5ePIBBt1Rh9pM3s3x4W5o/9RVNug+iTJU6GGlsTQWo2XsEUQRwwizI0KQBdEp8k9+jK/L58r2pfQzD4Pbbb2fDhg189tlnlC5dOs35ftmWTO2P43j8twsci71YTPQ1Etg+852M3rqIiIiIiMgNT8U5EZEbnMPLG3vPT0kwPd22t/VYR5PyhXj5jposGdqaeUNa8mz76gSXKYBhGG7HuFOgUBArQz+mdcL7/JjSGuelHyEfL9rNyRjXU149PDx46KGHiIyMZNSoUQQGBrqdM8WEiWuTqDIullcWxnM23qTOoe85F3Uqw3mJiIiIiIjcyFScExHJAyrUbMSW5h8Qa/oAEG96st63GWvqjsD7iSVMf7w5D7eoRPkifte0Trv2nShZtIhLLDYhmQ/mR7rt7+vrywsvvMDu3bt5bOAgDA+7235xSfDG34lU+jCGj5efJeKHt64pTxERERERkRuF+9+SRETkhhNy2/2cbdiOg2dPUrh4OeoHFMjyNTw9bLx0R00e+tJ1q+z3YQfo26wC1UsEuB0XFBSErXk/SibX4+zfUzm/dYnbflHx8MKCBIqv/pBhcaUYOOgpHA5Hlt+HiIiIiIjI9UJPzomI5CEFg0pQtkowftlQmPtHm+rFuLlKkEvMacJbv6d98MTsDUeYs/EongVLULTzUEr0HYt3+Xpp9j8e6+SZ54ZSo0YNpk6dSkpKSpp9RUREREREbmQqzuVjZm4nICI3JMMweOmOmlz+urolkSdZtmmnpf+Jcxd45dfNLjGvElXo8fJE5s6dS4MGDdJca+/evTzwwAPUq1ePmTNnYpr65BIRERERkbxFxTkREblqNUsG0rtR2dTrqsYhvvR8hzIzupOclJgaN51O9k3qTZeE3zBwpsYDvO2M7lWPDh06EB4ezg/ff0/loLS3r27ZsoXu3bsTGhrK/Pnzs+emREREREREcoGKcyIikinPtK9GGUcsb9g/4w/HMFp7bKCC8yARMz9M7RM+8yOanF/CCM+v+MZzFKU5CcD/utSmZIGLh1fYbDbu6t2bqRNH83kXb8oVSPsE2TVr1tCuXTtat27NkiXu31snIiIiIiJyI1FxTkREMqVYgDfvVtpAH/sCPIx/t5tW2TKOmHNnOLp/BzU3jEqN3+SxhT+8XmBwhUN0b1DaMl+jzo9yW0hZIp/0Z1wHb4r5pV2kW7JkCa1bt+bWW29l2bJlWXtjIiIiIiIiOUjFORERybQGvV7kGK6HQxQmms3fv8Lpbwfgb1xwaUs2PLm/2+0Yl7+wDvB0eHGo9mN42Q0GhTrY/ZQ/b97iRaBX2j+qFi5cSIsWLWjfvj0rV67MmpsSERERERHJQSrOiYhIpvn4+XMo5DlLvNnRb6iTsN4S3xs6gqASZS3xf9Tr9BjHKQKAv8Og/U3BdHz8Rbr1G4ivr2+a4/766y+aN29Ohw4dWL16dSbuJG8ynU7W/v4Fa9/rzsrJT3Mu6lRupyQiIiIiIpdRcS4fi/YsaomleBXMhUxE5EYWcscAdtqrXrFfeGBbQjo+mG4fL29f9tV4hBUptbgn8SV6Jr7GKq+mnK3dk8idu3j66afx8vJKc/y8efNo2rQpd9xxB+Hh4Vd9L3nN+vnf0jDsaRrGLKTZ4S/YM/mB3E5JREREREQuo+JcPhblZX3nU4pPkVzIRERuZDYPD5LavpFun5MUomrfjzM0X707n+Mpr5GsdNYGLm5/3XsqjvATTj744AP27NnDoEGDcDjSPt31999/p3HjxnTp0oW1a9dm+F7yGvvaz1yuG5xfzoFI6xONIiIiIiKSe1ScExGRa1araQci/Fqm2X6k1bsUKFI8Q3N5Ozx5tGUlS3zCol04nSalSpVi3Lhx7N69myeeeAJPT88055o9ezaNGjXijjvuYNWqVRlaP69ITkokOCHCEj+y9OtcyEZERERERNKi4pyIiGSJ4j3eJtH0sMTDCneiXpu7rmque0PLUcjXtegWeTyWP7ceS70uU6YMEyZMYNeuXQwYMAC73Z7mfL///jvNmjWjXbt2LF269KpyuVHt27rGbbzs4d8wnc4czkZERERERNKi4pyIiGSJ0pVqE1HybpfYUYpSq9/4q57Lz8vOwy2sT899tHAXpmm6xMqVK8ekSZPYuXMn/fv3x8PDWiD8x/z582nVqhWtW7dmwYIFlrnyklNbl7iNlzaPExmxOGeTERERERGRNKk4JyIiWaZR/7GsDurBSQqxxVEP5wOz8Q8slKm57m9WnkBv16fhthyJZsmWfW77V6hQgSlTprBjxw769euXbpFuyZIlCpwmPQAAIABJREFUtG3blptuuom5c+fmySKd52HrqbUnzII8njiYHw/p8B8RERERkeuFinPZyDCMEMMwvjQMY6thGOcNw9hlGMZ4wzB06oKI5El2TwehT35O0df3UfvFpZSuVDPTcwV6e9Lvpoqp102MbXztOYqSM3unuy2zcuXKfPHFF+zYsYOHH3443e2uK1eu5Pbbb6dJkyb8+uuveaZIZzqdlI3daInflDCOuc5QZm4+TXKKtraKiIiIiFwPVJzLXt2BAOAdoCvwHfAY8IthGEZuJiYiciN46KYKtHFs4wfHCKZ7jaSlxyaqJ+9gzS9j2R6+gJ3rlrJ70yr2b1vLwV2bOLJvBycO7+X08UMEFQpk0sSJqQdHpHe6a3h4ON26daNevXp8++23JCcn5+BdZr2j+yMpxhmX2CpnTZK4WKg8FZvI8t2ncyM1ERERERG5TNqPE0hWeM00zf8+mvCXYRhlgb5ASeBI7qR1Uem4bZaYI/pALmQiIuJeQV8HA0rvJ/Todpd4k83/g81XHh9FIEdrPMGECRN48cUXGT16NJMmTSI+Pt5t/02bNnHffffxyiuvMHToUPr164e3t3dW3EqOOrxxIaUui61xVne5/nX9YVpVK5pzSYmIiIiIiFt6cu4SwzBaGIbxq2EYJwzDuGAYxmbDMF40DCPTv5VdVpj7hyeQDMRmOtksYjcTrEFnUs4nIiKSjmrdhnHBTPupt/QUIprQ7W+zackvlC5dmrFjx7Jv3z6GDh2Kn59fmuP27NnD448/TsWKFXn33XeJjo7ObPq5wrl/lSUWfllxbt7mY1xITMmplEREREREJA15rjhnGIbdMIz+hmEcNAzDNAzjywyMGQosAboATmAXUBt4E1hhGEaBa8jHZhiGp2EYZQ3DeBm4B3jVNM0b6zc9EZFcUqR4GTYU735NcwQseZXkpEQAihcvzrvvvsu+fft46aWXCAwMTHPcsWPHGDZsGOXLl+fll1/m5MmT15RHTil2dp3LtdM0oExjl1hcYgoLth/PybRERERERMSNPFWcMwyjJxc3Ok0BymRwTFfgXcAE7gVKm6YZDDQF4oAGl+bLrC5AInAAGAG8BLx9DfNlKwO9Ck9Erj817hrBQePyjZoZVzblEAvmzXSJBQUF8cYbb7Bv3z5GjBhBkSJpn9Vz9uxZ3nzzTcqVK8fdN1dk4XP1Wf3jmEznk53OnT5ORafrKwr2eZTnzua1LH1nrsvVtyuIiIiIiAh5751zo4AqwLdAMaBtep0Nw/AExl66fNE0ze/+aTNNc7VhGP2AH4GehmGEmKYZYRiGF1DoCnmkmKb5z+MVS4AmQFGgPRcLdPUNw7jXNE3tJxIRyYCCQSVg4CLC/p5OStRBSEkCZxKGMxkjJQnMi98NMxnDmYJf/FFqJm0FYHlKbUYm38+xiIKE3pJIQV/XLbKFChXilVde4ZlnnmHKlCmMGTOGQ4cOuc0jPj6eH5bv4+eVcE+drew5coZ7Br+V7fd/NfauX0T9y2InC4fQrlZxfB0enE9MwYtEWtvW0233Ss6d/poCRUrkSq4iIiIiIpL3inNvA2tN01yfke2sXCyWVQDigY/dtP8CHAeKc/GpugigBfDXFebdf2leTNOMAtZciv9uGMYmLj6JNxfISI4iIsLFAl2T7k9lqG/8+VjCx3Tg0/i2/OlsBBhwPomx83fyepfabsf4+fkxePBgHn/8caZNm8Y777zDjh073PZNdsLUjUlMfXoUn89ezfAXX6JNmzZcDwdxx+22vm/Oo0IzfB12+lWOo/zOr+noEUagcR6AsIXf0KTXczmdpoiIiIiIXJKntrWapvmZaZrrr2JI50vf55imGeNmPifw26XL5pdi803TNK7wVSGdNf+Zr+FV5CkiIlfB29efY92m86ezMfxnu/7UVfvZedzyce/C4XDw4IMPsmXLFn766ScaNkz/43r+goXceuutNG7cmB9++IHk5OSsuIVMG5vck9sS3ublpAeZkXITh8wgytRtA8Bt5VLobV+cWpgD8N85M62pREREREQkB+Sp4lwmhFz6Hp5On02Xvpe+2skN949QtL70fevVziciIhl3R3BJmlQo7BJLcZqMnLMN0zSvON7Dw4MePXow99ef+LlPEdpU8Ei3/9q1a7n77rupVq0aH330EXFxcdeUf2bEJ6Ww4XAMO8xyfJPSjiFJA7nL+1NKlKsKQK2buhKF6wEYtRI3cezAzhzPVURERERELsrvxbkKl76nd1zd6UvfSxmGkeE/r0vvs1tnGMZbhmH0NAyjo2EYI4AvgPVoS6uISLYyDINXO9fi8v9MsjTyJIt2nMjQHKbTyZFvBnBn5SQW9vVjVX9futWwp3t0zt69e3nqqacoV64cr776KidOZGytrLDp8DkSU5wusUb/KVB6OryIDLK+jnXf4q+zPTcREREREXEvvxfn/nl8ICPFOTsXD3XIKA/gG6AN8AnwA9AJeAdoYZrmhatL9SLDMGKu9AXszczcIiJ5TZ3SBejV0Hp49xu/bSMx2elmhKtfl6+nYNy/H6mhZezM6O3LtoF+DAjxxCudh+nOnDnDyJEjKV++PI899hjbt2/P1D1cjTX7zlhijSu4nmFUoMl9lj7F9s3KtpxERERERPKIvRmox2SKkZGtPTeiSwdC9AW+Mk2zXxp9YgE/oItpmrPT6NMZ+Oe3lgDTNGOzPtuMy+D/2QYX7wsAX19fty8pD63oz8LNrnXJ+tXLsvOQ9Zc7EcmYuLg4/Pz8rtxRcozhW4BCfcZic/hevMZJD4+/SYxcxudzN6Y5zhZYjIJ3v4u/w+Al+zTusy8A4I/oykQlenBPUCTHY52MD0tkwppEouKvnIuHhweenp7YbLZsOTwisNPzOCq4viMv6ruhpJw+4BLbOqQo5TxcP+ub/lKUzXuOZXlOOUF/70Ryh/7uieQ8/b0TyTmmaXL+/Pn/huKAdItopmkGZGat/F6c2w5UBx4xTXNKGn36cXErarRpmgWyJdksZhhGUSB1H9WJEycoWtT60F/vW4KZvmizS2zWD1/Q+a5+2Z2iSJ7l7+9PbGyu1vDFjU8W7+adP7YTYkTymufX1LPtIRpfkp8Ip3Ax6ytFU5wmd3+6kjX7olJjrW3rGe6YTtDjczBNE69PGhNgXHwIOjbR5PN1ibwd7s3RU+eumE9wcDBDhgzh3nvvxcvLK0vu0ek0aTDyL85dSEqNBXjbWf9qezxsroXAVZMH0/Twly6xlaX60mzAuCzJJafp751I7tDfPZGcp793Ijnn5MmTFCtW7L+hYqZpnsyOtfL7ttZDl74XS6dP0KXvR7I5FxERySYP3VyBN/1/4hev16ln2wNAIOfZ+cNwt/2n/L3HpTAHsNhZn/09/6BI8TIElSjLlqqPpbb5OwyeCvVi+2OeTJzwISEhIZdP6WLTpk089NBDlC9fnpEjR3Ly5LX/jN91MtalMAfQsHwhS2EOoGSLByyxCkd+x5mScs15iIiIiIjI1cnvxbmDl743SadPg0vfD6TTR0RErmNedg9qNbnVEm90ahZ7Nq92iW0/Fs17f0Za+vZsWIb2dUqmXof0eoEDNten7gI9EmkYv5Tw8HAWLFhAhw4d0s3r+PHjvPrqq5QrV44BAwawdWvmD/I+HPYrgzx+oZltCz5c3GPb+LLTav9RvkZDdntUcomV5CSR4fMzvb6IiIiIiGROfi/OLb30vYNhGJZ9wYZh2IGOly7/zLGsREQky9Vvey+bveq7xDwMkwuzhmI6Lx4OkZjsZMgPGywnnpYu6MOrnWu5xBxe3kS1GOESO2QG8fmpmkQcOMstt9zC3Llz2bJlC4888gje3t5p5hYfH8/kyZOpXbs2HTp0YO7cuTidVz6w4r8Cds7kWc+f+M7xJhu9HmGm42VuKpz2tpeTFTpbYufCvr2qNUVERERE5Nrl9+LcTCAG8AKecNPeBygEJADf52BeIiKSxQybDb8u75Jium7zrJ24gXV/TQNg6ux5bDsabRk7ulddAr09LfF6bXqy3qcp8aYnY5PvpG3CaH53NuX1WVtwOi++07VWrVp8+umnHDhwgBEjRlC8ePF085w3bx633347NWrU4KOPPiI62pqPO6Vi/j3cwtNIoZaxnxpVq6TZv2Kbvjgv+7OodnoBSYkJGVpPRERERESyRr4uzpmmGQW8cenyLcMwehmGYQMwDONm4JNLbe+bpnk4N3IUEZGsU7F2KOFBXS3x4qtGsnn5bPqtv4cxnhMJ4N9TmR66qSLNKwdZxvyjSK9x3Jb8HmOTexLPxcMdNh0+x49rD7r0K1q0KK+88gr79+/niy++IDg4ON1cd+7cyVNPPUWZMmUYPHgwu3btSrPv8cN7KGW6nr6917Mq3r7+aY4pXqYy27xccyhEDFuXzUg3LxERERERyVr5ujh3yRguPhVnA6YDhw3D2AT8DXgDPwOv5l56V2YYRsx/v4C9GRkX72E94ddp98nq9EREritVe79FNL4usdLmcar92Q8Pw6Snx1L+8BpGM9sWqhTz5/kO1dOdr2yl6nS42frq0tHzdhAdn2SJe3l50a9fPzZs2MD8+fPp2LGjpc9/xcTEMG7cOKpVq0anTp34888/ufyk9YPrF1nGRQU1THdegLhq3S2xpHXTrzhORERERCQf2ntZ7SXL5PvinGmaTuBe4GEgHAgEygDLgX5AL9M0k3MtwWx03KeyJZbsXyoXMhERyTmFi5Vma9XHLXGH8e9HfWnjNF95vs1Hd5TA29PjinMOuqUqRQO8XGKnYhMZN39nmmOSEhMIPLeZT5ruZ9tAPx5t6ImPPe01TNNkzpw53HbbbdSqVYuPP/6Y2NiL75RL3rfC0t+rUvMr5l39lvtJNF0XrRW9jLiYs1ccKyIiIiIiWSPPFudM0+xnmqZhmma/DPQ1TdP8zDTNxqZp+pmmWcg0zZtN0/zKvPzxhOuQaZoB//0CKuZ2TiIi17OQns9z0Ej/P0asLf8wNaun/9TcP/y97LzQoYYl/uWKfew64XooQ2x0FKu+eZ2zo2rSeOOrlHceokaQBxM7+XDomQBGt/OifAHDMtd/bd++nYEDB1K6dGkGDx5MdORKS5/y9dtcMe8ChYuyxS/UJeZrJLBtkV6zKiIiIiJymYqX1V6yTJ4tzomIiKTF4eXNmRavpdkeaa9Goz4jr2rO7g1KU79sQZdYstNkyoy5mE4np44dZOXkwTjfr03TXR9QjDOWOQr7GDzX3ItvBjbhrsefoXXr1umuGR0dzbhx47ht3DbaTY1j5vYkkp0m+21lKFysdIbydtbpZYnFRS7O0FgREREREbl2Ks6JiEi+VLf1XWz0bmSJx5ueePWajKfDy82otNlsBq93qZ16XZSzjLZP5O2jD3Pmzer4f9KAZoe/JJC4dOcZlPgkfVJeYXXgLXw4dQYbNmzg4YcfxtvbO91x8/ek0P2HC1T6MJZ3wjw5ceJEhvKu3boXsaYPx82CTEnuSKeEN3jozP2cjtWprSIiIiIiOUHFORERyZcMm40C3UaTZLq+U259jSGUr14/U3PWL1uQuxsUZ4DHbBZ6PUsv+1IAiqScwNuwHg7xj1MUZJFXG4LjpzDb+e+74t7/K5K6desyefJkDh06xKhRoyhTpky6ORyMNvlkzgbKli1Lnz59WLlypeUAif/y9vVnQpVJNEsYzxvJ97PZrESKE+ZsOnqVd581TNNk29FoVu85TXxSSq7kICIiIiKSk1ScExGRfKt8jRA2N/+AYwQRjR8ryz5MaO/h1zTns62K8ZR9JgHGhSv2PWSUJKzOa/gP20qlAdM4b/NzaV+84yRr90cBUKRIEV544QX27t3Ljz/+SKtWrdKdOzExkWnTptG8eXMaNmzIlClTiItz/9Re86bNcV72T4Jf1x+5Yv5Zbe+pOO6dvJqOH/5N709X0XvSSs6dT7uoKSIiIiKSF6g4JyIi+VqD2/pS/NWd+L9ykGb938OwXduPxqIlyrG56qPp9tlpr0pE6FhKvrSZJj2fwdvHj/JF/OjV0PpU3Ad/Rbpc2+12evbsyeLFi4mIWMuARt74O9LPad26dTzyyCOUKlWKQYMGsXnzZpf25pWDCPJ33ca7dn8U6w5EpT9xFklMdjJh0S5uG7uUlXtOp8YLHllKxOT0/yxFRERERG50Ks7lY0Uv7LXE7HG5s41JRCQ3GTYbNg+PK3fMoJBew9lvK2uJb/IKYXPbqVR5MYyQjg/iYbe7tD95SxU8PVxPal226xSr/1Ow+i9fM4ZJdzg4/EwA4zt6UzMo/R/r0dHRjB8/nuDgYFq0aMG0adOIj4/Hw2bQuV5JS/9Rc7enuyU2K0QciKLzR8sYPW8HiclOAHyI5w37Z3zleIc2UT8TPmdytuYgIiIiIpKbVJzLAwzDiPnvF2Cturnhm3LOErMlnc/q9ERE8h2HlzeOvj+z0bshxyhKeGBbdnWfQ/DwRdS5uUuaT+eVKeRL78bWot57f+7AdDot8ahtSwAI9DIY2MTBlif8GP9iP3r06IHHFYqNy5Yto0+fPpQpU4ahQ4fSqniypTAYtvcMC7Zl7GCJqxUbG81rv26mxycr2HE8JjVe09jP747h9LEvSI1VW/MaJw5n6EebiIiIiEh22XtZ7SXLqDgnIiKSDUqWr07dFxZS4vVdNHrmZ6rUuzlD455sUxWH/d8fz81sW3juyNNsWT7b0tdxJMzl2jAM2vd8kJ9++ol9+/bxyiuvULx48XTXO336NGPGjKFNaH2cc0YSt2M5ZkoyAAWJ4eCvI0hOSsxQ7hm1/q9pnB9Tj2Orf+TyB/POmv4UuezfOoHEcWxqf7cFShERERGRG52Kc3mAaZoB//0CKuZ2TiIikjklCnhzX2g5Ghnb+dbzDb5zvEkT2w7sS0a5FKdMp5NycZtcxp43vahYOxSAMmXKMGLECA4cOMD06dNp06bNFdfes2EVp2aO4vAn/aj498t8dX4QDyZ8Q8SsCVlyb6eO7CNidGfqL3+CYpxhhOeXBOD6xLZXkbIsqTzUMrZu/FrCfnw3S/IQEREREcmEipfVXrKMinMiIiLXmSeaFmGq422ae2xNjdVI3samJT+nXh/as5UgzrqM2+NdE7vD9WAHh8NBr169WLhwIdu2bWPIkCEUKlQo3fVT4s6yeMV66n90inZT49jw/SiiTmd+e6szJYXVP47B8WkzQuKWpsaLG2cZZv8OALvN4Mk2Vfjj6ZZ06vM0Ef4tLfPU3foeB3duyHQeIiIiIiLXIxXnRERErjNFi5ZgQ8lelrjP8ndSn57bdCiKn1Jass/577bV2GKN0p23Ro0avP/++xw+fJivv/6a5s2bXzGX+XtSGPDTSSpVqMBzzz3Hjh07rupekhIT2PBeZ0K3jCQQ63tN+9gX0KPECX576maeu6063p4eGDYbFft+ymkKuvT1MRK58MPDWb7NVkREREQkN6k4JyIich2qdudLnDddn4KrmryTDQu+B2DxqUCeS3qM1okf0Dh+Ao8nDsZer2eG5vbx8eH+++9n+fLlbNiwgSeeeIKAgPSfzD8be4H33nuPGjVq0LJlS6ZOncqFCxeuuFbEpAE0OL/cbVus6cPqmsN598n7qVEi0KWtUNGSHGr5jmVMteRI1nzzyhXXFRERERG5Uag4JyIich0qXKw0G8rcY4kHrHoXZ0oK4fuiUmMnKcQ8M5QawY2vep26desyYcIEjhw5wqRJk2jYsOEVx/z999888MADlCpVikGDBrFhg/utpqt/eJvQ0zPdtq3zbU7cI8sJ7f0CHna72z71brmb1YW7WOKN9k1m5/q/r5iniIiIiMiNQMU5ERGR61StO18kxvRxiVVO2cvfsz9nz6k4176lAvH3cl/kygh/f38GDBhAeHg4a9eupWentgQ40h9z9uxZxo8fT/369WnUqBEff/wxUVEXi4abls6g4Vbrk2+nKEhE0w+p/9wcipepfMW86jz4EYcN1xNnPY0UHLMeI/58bMZvUERERETkOqXinIiIyHWqQJHibC7XxxIvtW4sNpwusUblC2fZuiEhIUz/dR4Lhjfj8y7eNCvjccUxa9euZeDAgZQqVYpunW9n75T+2Ehx6RNj+hB39wxCOvTDsGXsnyB+AQWJ6TCeFNNwiZd3HmL9l0MyflMiIiIiItcpFedERESuY7V7DOccfi6xqsYhOtlWucQaV8i64hyAYbMR2GUUDzZwsKK/H5se9+OpJg4Keac/Lj4+nl9/m0vXqVFUHhfLiCUJHDjnJMU02Nt6POVrhFx1LjVC2xNW+n5LvOmJ6WxeNuuq5xMRERERuZ6oOCciInIdCyxYhG0V+lnig+0/4/GfJ9MaVSiU5WtXD2lFeEAbAOoU8+DDjt4ceTaAd3pWpVWrVlccv++syWuLE6gwNpabZhRl+0kn8fHxmcqlYd/R7PaoaIkHzR9CQX8fNyNERERERG4MKs7lAYZhxPz3C9ib2zmJiEjWqXPnUKJwPU21su0oXW0XT0EtV9iX4oFXeKQtk0p2f5NE899trd52g+drH2fsy48SGRnJ8OHDKVmyZLpzmMDqTbvo3bs3pUqV4oknniAsLAzTNDOch8PLG6PHpySaru/VK8EpPrirgqX/ufOJREYsJnzWJ6yc8gxrx3Rl98gG7B1Rl5WfPkVyUmKG1xYRERERAfZeVnvJMirOiYiIXOf8Awuxo/JDlvj7jol0tS2jdZnsW7t0pdpEFLvTEi+04k0qVijPW2+9xYEDBxgz9AHurGnHfoV/WURFRfHJJ58QGhpK7dq1effddzly5EiGcqlUqwlrqzxpiXcrtJuPpv/O8z9toNfEFTQc+Rf1RvxJiV/voVHECzQ79BkNYxdTOWUPFZ37aXbkK9ZOfCRDa4qIiIiIZDcV5/IA0zQD/vsFWPf9iIjIDa3enUM5RUFL/EPHx3RyRGTr2tV6/c9yamx550HWzpoAwMqdx+juvZqf7/Ll8DP+vNfei1pFr/xPjG3btjFs2DDKli1Lx44d+eGHH/7P3n2HRXVtbQB/zwy9izCAFEEEEbAA0gQ09qhYotGYWKIxzauJN70npt7U76aa5CYxlhSNicYYu9iRbgEFxELvSG8zMHO+P4joOCADUhTf3/PwxFln7332MRmdrNl7rza3vQbc/xqSdYc0vz6vssc9ijfxyQkRv8XnIC6jDJdrFAAEXBJbX9EXePlPnNr/a5tzJCIiIiL6h8t1uZdOw+QcERHRbcDQ2BQX3B9u8ZqN111dem9LmT3ODNBcuTcg6TOcSc/HvzadxWzFG4hReUBmLMHTwfo4vswaWzetx6OPPgpT0xt/dlGpVNi9ezfmzZsHOzs7PP7444iOjm5x26tURwcWD3yPKtEQPzRORrjiXZwRB7Q47o2ScwDQ/9jzKMnLvGGbzlaUm47YPz7FmcjtEFWqtjsQERERUa/H5BwREdFtYvg9T6MI6lVZL8Mcju7Du/7e976kcW9rlGHfmtdRVd+IMphhgeJlbGy8C42iBFljV2Pm3IX49ttvkZ+fj3Xr1mHs2LFt3qe8vBzffvstgoOD4eHhgXfeeQcZGRlqbfq5eODAhD14u3Eh5NBrdax0le0N79UHlchbvwQqpfKG7TpLZuoJmPwvEAFJb8B73wJEr3mmW+5LRERERLc2JufuYEpBRyMmSqQttCQioluBgaEx8sL+g4ZrCjRc8HwCEmnX/9ltaGyKzKH/1ogvkuyCPpqKKzRABy82PoKdwb9gyOir59QZGxtj0aJFiIiIQHp6Ot566y0MGNDyardrpaWl4bXXXoOLiwtGjx6NH374ARUVFQCA6SFDca9fy4ft2ZoZIHhAXxh6TkK029M4HfYtshccQ4znKxpth9YnIHbTe1r9Htyskh1vw0iQN7/2z16L0qLcbrk3EREREd26hPZUSqPbgyAI1gCKrrwuKiqCtbW1Rrug6QsRs/0ntdjve45g9sSwLp8jUW9lYmKC6urqnp4G9XLnTx7B5eSDsHAbCY+ACd12X2VjI7Lf84GzKgsAsFUZgk8a5yJHvPp3zPxAJ7wz0xuCINxwLFEUcezYMaxbtw6bNm3S+n1jYGCAGTNmYOHChZgwYQKOXCjDvEeewNqvP4WLlTGc+xrDWF/zyycAEFUqnPpkGnxqjqnFFaIOsu/dAdchQVrNoSMaFHLovidTix1VeqNgyo+YE+zeZfcl6kr8O4+o+/F9R9R9iouLIZOpfX6TiaJY3BX34so5IiKi24ybzygEzX+jWxNzQNN5bxWhryBS6YVw+Tt4qmG5WmJupGtfrJru1WZiDgAEQUBYWBi+//57FBQUYMOGDRg3blybfevr67Fp0yaEh4fD0dERf//vP6g5sR1Th9jBq595q4k5ABAkErgs+UFje66e0Ajp1odRX9t1/7OTlnBAI9YIKbanlHfZPYmIiIjo9sDkHBEREWlt6F1z8YXDxxpFGJz7GmH1fF/oStv/0cLY2BgLFizA/v37kZ6ejrfffhvu7m2vJisqKsJnn32G+vp6eHl54d1330V6evoN+1hY2aJw3KcacWdVNk6veaLdc9dWZeLfGrEDKh8cv1CC8lpFl92XiIiIiG59TM4RERGR1gSJBK+Ge0FP5+pHCFMDHXz/oD8sjFovzqCt/v3749VXX0Vqaiqio6OxfPly9O3bt81+KSkpePXVVzFgwACEhIRg9erVKCkpabHtkLAZiLadrxEPLNmCUxEbb/oZWmJXeEQjdlDlg0aViH3JhV1yTyIiIiK6PTA5R0RERO3ibW+OtUv8McnLBvf42GPb8hAMlJl06j0EQUBgYCC+/PJL5OXl4c8//8Ts2bOhp9d2AvD48eNYvnw57OzsMG3aNGzcuBG1tbVqbXwWf4wLUleNvv2PPoeSgqxOew4AyM8813xO3xVpKvvmLcG7zhR06v2IiIiI6PbC5BwRERG120hXK3y7cAT+e98EN1r9AAAgAElEQVRwDLDu3MTc9fT09DBjxgz8/vvvKCgowDfffIORI0e22a+xsRF///037r//ftjY2GDRokXYs2cPGhsboW9gBN25a1Anqif7GkUBq7cegErVeQWzsmK2acQOqoY3//ro+WJU1jd02v2IiIiI6PbC5BwRERHdNvr06YPHHnsMkZGRuHDhAlatWqVVAYrq6mps2LABd999N+zt7bFixQrklNTglOdzzW0ilD64W/4+1mRaY+3xjE6bs0H6fo3YQZVP868blCIiUri1lYiIiOhOxeRcLyAIQtW1PwBufBr2PywUmttopPWlnT09IiKiLuHq6oo33ngDhoaGiImJwZNPPnl9ufsWFRUV4auvvkJoaCjmPf8VFh2W4ZGcqXhI8QwuwxwA8P6uVKTkV970HOtrq+Fee1ItVikaIV7VVPBCHwpMksSh4egXN30vIiIiIupS6dflXjqNTmcORrcXc0W+RkxaX9YDMyEiIuo4QRAQEBCAgIAAfPLJJ4iIiMDPP/+MrVu3orq6+oZ9s7KysCELwKEL0LE8CmPP0TAePAqwtMfKjSfx14pQGOhKOzy3c9G7MExQr8Z6zngEJolJmCwexRjJSRgLcsgv66K68kWYmPXp8L2IiIiI6PbElXO9gCiKptf+AHDp6TkRERH1BB0dHUyaNAnr169HYWEhfv31V4SHh0NHp+3vIxtLc1Bx7GfkffcY8tf9G/Hb1+Ol9Qdvaj71yTs1YqLbRDxkHo9waTSMBTkAQF9oQOrR32/qXkRERETUpVyuy710Gibn7mSdd9Y1ERHRLcfIyAjz5s3D9u3bkZ+fj9WrVyMsLEyrvoqCCyg7uAafPjwBQ/wC8cUXXyA/X3PF+Y2IKhUcLx/TiA8IngnBc4ZGXJL8V7vGJyIiIqLegck5IiIi6vWsrKywbNkyHDlyBFlZWfjoo4/g6+urVd8zJ2Lx5JNPwt7eHmPGjME333yD4uLiNvtlpp1CP7FILZam4w4rW0d4hM3SqBQ7uDoatdUV2j8UEREREfUKTM4RERHRHcXR0RHPPvssEhISkJqailWrVmHQoEFt9hNFEYcOHcKyZctgZ2eHiRMn4ocffkBpacvFlArit2nELtvdBQAwMjFHikmQ2jVDQYHUo1va/0BEREREdFtjco6IiIjuWIMGDcIbb7yBlJQUnDhxAs899xz6WNu02U+pVGLfvn14+OGHYWNjgylTpmDdunUoK7taWMk064BGv74+4c2/VnlO17guJmsm9IiIiIiod2NyjoiIiO54giDAx8cHH374IVJPxeDAYlOs8NeFjbHQZt/Gxkbs2rULixcvbk7Urf7qC1iXJ6m1K4EFBg4LbX7tEXYv5KKuWhuPyijU1964wiwRERER9S5MzhERERFdQ9avP0yGTsIXUwyR+7QJDiwywmN+urAwMWizb0NDA3bt2oXlK56E3SdV8P9JF6tPiCitE3HJPBgSqbS5rYlZHyQb+6v1NxbqkXzsz05/JiIiIiK6dTE5R0RERHQd89ErAABSiYAxLjr4JtwQ55/qg7+2bcVDDz0ECwuLNsdQqVSIv3gZy7dXwerjGqz49SK+//57lJSUNLdRemhubVWeYXKOiIiI6E7C5BwRERHRddx9R+OcjodazEpSA5uGdPzwww8oLCzEjh07sGjRIpiZmbU5nqhSIS4uHo888ghsbW0xYcIEfPPNN7DwuAsKUarW1qPiGOT1tZ36PNerb1CiQanq0nsQERERkXaYnCMiIiJqQdXwpRox67NrIapU0NPTay4CUVhYiG3btmHhwoVaJeqUSiX279+PZcuWwd3DC8HrRXwWLUd2RVOyzFSoQ0rkX53+PFesOZYO/3f3Y9ibe/H8bwkoLcrtsnsRERERUduYnCMiIiJqwdAJi1AC9e2rLqoMpETvUosZGBhg+vTpWL9+PYqKivDw29/A2HssBH3jNu8hiiJOZJTj33vkcPq0GoHfV+PDSDkuHfipU5/lirTCKry7MwVV9Y2oVShhdfpbCKsDEffnVxBVXElHRERE1BOYnCMiIiJqgZ6+Ac473acRr4/8utU++vr6KLLwgtXUp+G44idY3/sGjL3Hwcy87TPqACA2V4UX9ssx+70dGDZsGN5++20kJyd3+BmutzMpH0qVCABwFvKxUmcL+qAK/qdextkPxiDnwplOuxcRERERaYfJuV5AEISqa38ApPf0nIiIiHqDgVNWaJwJN6z6GPIzz7XYvrhKjtM5FQAAQUcXRq7+GL7gZRQVFmDnzp1YsmQJ+vTpo9W9ExMT8frrr8PLywseHh546aWXEBsbC9VNrHCLvHClGIWId3XWQF9oaL7mLT8Fqw13IWrdK2hQyDt8DyIiIqJeKv263EunYXKO1AiC0NNTICIiumVY2zoh0XysWkwqiMjc/UWL7ZNiIjBachr6UDTHxgySQV9fH5MnT8aaNWtQWFiIvXv34rHHHoNMJtNqHufOncP777+PwMBAODk5YcWKFYiIiEBDQ0Pbnf9RLW/EyaxyAMBdktMIkZ7VaGMgNCA4/Utkvx+AtBOHtBq3oKIefyTk4OlNpxDy/gH4vLUXb21PRn2DUuu5EREREd3JBFEUe3oO1MkEQbAGUHTldVFREaytrTXa3TfGG78dUv9gvv23tQif82CXz5GotzIxMUF1dXVPT4PojtLV77u0E4fh/td0tVg5TKD/XCoMjU3V4ic+ng7f6sOoFfURqfLCQZUPJt2/EqO9+7c4tlKpRGRkJH7+aT12blqDnMr2fS7r06cPpk2bhnvuuQcTJ06EkZFRq233Jxfi4fXx/7wSMUMSidd1N6BvK1/8qkQBsTZz4L3gQ5iYXV3tV1FWgrPJSdhTYo1jF0pwsbimxf7TvSzx6QMBkEilLV6n2x//ziPqfnzfEXWf4uLi679IlYmiWNwV9+LKOSIiIqIbcPcdjVQdD7WYBaqRtPt7tViDQo6BVXEAACNBjgnSE3hNZwMCB/RtdWypVIpRo0bh2/99jx3PhyJ6qREeC7aAlYWJVnMrKyvD+vXrcc8998DKygqzZs3C+vXrcfnyZY22x5q3tAKAgG2qUOy9azviLCa3OLZEEBFU9Buq/28EYv/4L6K+W4m0d/xh8ulAOO55BOuiMltNzJmhBg+cfwqx3zzOQhNEREREbdDp6QlQz8k29gagvnJObu7cI3MhIiK6lVUPewhIeF4tZn12LcR7VkKQNH3XmRYfAS+hVq3NOSMfDDfSLtGW5/csvqzOxJlRLjAKA+yK0zGg+iwqUiJx5kzbhRrq6uqwdetWbN26FVKpFGFhYZgxYwZmzJgBFxeX65JzTcaP8IT1mI04c3QbLA48DwexQKONLUpgm7TqakAAHIViOAqFyBZtWmh/GWv1PoSHJBsoTkH0L/0QtOBNrX4PiIiIiO5EXDl3B1MKLeRmBW49ISIiut7QiQ+iBOoVV11UGUiJ3tX8uirxb41+cudxWt/DL2QSzmIAAAGCIEBPNgB1Q2bj1OlEnD9/Hh9++CGCg4O1GkupVOLQoUN46qmnMGDAAHh5Dob91gWYWrwGnkiHABU8bE1hbaoPAPAOmwGr5xIQ1e9BNIjafRYIlWgmDN2EHGzRf6MpMfePoAufIn77t1qNSURERHQnYnKOiIiIqA16+gY47zRXI14f+XXzr22LjmhcdwycqfU9rE314e9sqRa7XKNAbHopBg4ciOeeew7Hjx9HXl4evv76a0ycOBE6OtptgkhOScX6YzlYvWYLznz9JMYeuB/BuT9DobhauMLAyATBj36O7Dm7kKbj3uaYIZKm1feD7czwSJgLflzij8/meMEMdRpth8a/hDNHt2k1VyIiIqI7DZNzpEYAq7USERG1xG3KE1Bcs6osWjUY/ysfgdzyOuRlnIOzKlutfbrECf2cB7XrHlO8bTViu87kq722s7PD448/jj179qC4uBg//fQTZs+efcNiENfKrhSxJq4Gqz7+H6ytrTFv3jz8/PPPKC0tBQAM8A6E64tRiB70AmpEA43+eYINYi2nQRa6CAmvjseulWF4ZaonxgySwdM3FBnjv1X7fQIAPUEJ5/2P4WJStLa/FURERER3DJ45R0RERKQFK1snRPWZjMySaqxTTkKK2FSB1TkqE2Mqt6Hfde0LZWFwaec97va2w6rtyWqxXWcKsGqaFyQSzS/QLCwsMH/+fMyfPx91dXWIiIjAtm3b8Ndff6GoqEij/fUqKyuxadMmbNq0qfmcumnTpmH69OkIuv9lFGTPReKuzyGpL4Ng7wsH38no5+Kh8azX8g6bgYTy9+CX8IJa3ESoQ90f85Bvtgd2/duXtCQiIiLqzbhyjoiIiEhLhrO+xIuNjzYn5gBgY1wW9C7t12hrOjS83ePbmhvAr38ftVhxlRwJWWVtz83QEOHh4fjuu++Ql5eHyMhIPP/883BxdtLq3lfOqXvmmWfg5uYGT09P/PfL76Dyug8jlq9FwOyn0M/Fo+2BAPhNexzRris14tYog2LdLFRcLtRqHCIiIqI7AZNzRERERFoa7tQHwx3VC0PU11ZjcP1JtVgljOA+QvtiENeafM3WVnsUY6l0B4ojvmjXGFKpFCNHjsQHH3yAX95egpTlxvjPOH0EOWhf+CklJQUffvghQkNDYWtriwcffBCbN29GZWWlVv0D569CjGyORry/Kgd538xEfW211nMhIiIi6s2YnLuDGTWWa8QkDfygTEREdCNLQpzVXgdJkmEgNKjFLpj4Q1dPv0PjT/a2xaPS7fhT71VEGqzEa7o/wy97HVRKZYfGM8o5Cg8rKV4M1UfUUmPkPW2Ct155BuHh4TAw0DxTriUlJSVYv3495s6di759+2L8+PH49NNPceHChVb7CBIJ/B/7FidMRmtcG9yQjJSv7oOysbFDz0RERETUmzA5dweT1WdoxHRquM2EiIjoRiZ728Ha9GribazklEYb5cCJHR7fvo8R7jVMwHDJpeaYDS4jOXpnu8eqr6uFW12iWszQ1Awvr3of27dvx+XLl7Ft2zYsXboUMplMqzEbGxsRERGBp556Cm5ubvDw8MCzzz6LQ4cOoaFBPUkpkUrhufxXJOsN0RjHp+YY4r95BKJK1e7nIiIiIupNmJwjIiIiagc9HQnmB145x03EWOlJjTYDgmfe1D1KnadqxOqj17R7nAsnImAoKNRil0z8INVpqglmZGSE6dOn4/vvv0d+fj6ioqLw8ssvw9vbW+t7nDt3Dp988gnGjBkDmUyGefPmYcOGDSgpKQEAGBgaw37ZVmRINM++CyzZgugNr7b7uYiIiIh6EybniIiIiNrpgUAn6EoFuAm5cBBK1K6l6bijr43DTY3vNuFhKET18+GGVh5GaVFuu8apOrtPI9bQX3ObKQBIJBIEBQXh3XffRVJSEi5duoTPPvsM48aNg84/yby2lJeXY9OmTVi0aBFkMhmCg4Px9ttv42J6NgyWbEERLDX6GF7chT2JWe16LiIiIqLehMk5IiIionaSmRrgHi8LfK/7sca1y/3uuunx+9o44IxpqFpMT1Aibe//2jWOVdFxjZjjCM1VeS1xcXHBk08+if3796OkpASbN2/Ggw8+CCsrK636i6KI6OhovP766/Dz84Nv4GisSByCn1IkqJSLAICDymF4QPEqXv87DdVynj9HREREdyYm54iIiIg64GEPBfpLijTiVj7TOmV83YClGjH7i79pfUZbeUkBXBvUCzbkCLbo5+LR7rmYm5vj3nvvxdq1a1FQUIDjx4/j5ZdfxtChQ7UeIz8/H5u3bsfC38ph9WEVvNfpYU6kKypKilFQUY/PI863e15EREREvQGTc0REREQd4O57F87pDFKLFaIvXIeGdMr4XiHhyBFs1WKOYh7ORmlXGOJi3C5IBFEtlmsZdNPzkkqlCA4OxrvvvovTp08jMzMTq1evxuTJk6Gvr12F2gYVcDajBJcPrkXeD8uQ+81SfPDqs/h6/SZUV99c5fiEzFJ8HnEea46l42xeBVQqse1ORERERD1IuwNE6JYmCELV9aEemQgREdEdRn/2alRumgYz1KJBlCI/7F3YSKVtd9SCRCpFtstcOFz6XC0uj/4BCAlvs3/j+QMaMT33sZ0yt2s5OTlh2bJlWLZsGWpqanDw4EHs2LEDO3bsQHZ2tlZjKCuLUHlyJ/714E78+xE9hIWFYfLkyZgyZQo8PDwgCNp9tPktLhsvbknEtfk4c0NdBLpYIti1L4Jd+8JdZgqJhB+ViIiIqN3SBeHqN5+iKJp21sCCKPLbxNtdK8k54ysvioqKYG1trdHvvjHe+O3QWbXY9t/WIXzOoq6YJtEdwcTE5KZXfRBR+/T0+66irASZpw7B3jPopgtBXK+kIBvmXw+DrqBsjilEHVQvT4SlzP6GffPedEc/sbD5tVIUUL3yPMwtNT8TdAVRFHH27Fns3LkTO3bsQGRkJJRKZdsdr9O/f39MnjwZkydPxtixY2FiYtJiu8Scctz7dRQUyhtv+7U01mtO1gUN6As3mYnWyT9S19PvPaI7Ed93RN2nuLgYMpns2lANACbnSDuCIFgDaD4Eh8k5ou7DD0xE3a+3v+9OfDwNvtVH1GJRA59C8IJVrfbJvXQW9utHqsXSdNzh/mpcV0xRK+Xl5di7dy927NiBXbt2obi4uN1j6OrqIjQ0FHfffTfuvvtuDBkyBIIgoLxWgamfH0NueV27x+xrrIcJnjZ4ZuIgWJtqty2XmvT29x7RrYjvO6Lu00JyTiaKYvs/wGiBZ84RERER3cJ0Ax7WiNlf3HTDwhA58Zrn0l226Zyz8DrKwsICc+fOxbp161BQUICYmBi88PJrMHLwgLYncjQ0NODgwYN44YUXMGzYMNjb22Px4iW455mPkZVf2PYALbhco8DGuGw8vC4OSp5PR0RERD2AZ84RERER3cK8QsKRe9AG9tdsUXUS83A2ahe8Qqa22GdrzRD82bAUoZIkhEjOwkKogZnXxO6acpskEgkCAgIQEBCA4TMexnM/HUN9xknUXYxHXfoJqOoqtRonPz8f69atbXohSKBn6wbDAb4wdPFD+PhQKJQC4jJKUatoezvt6ZwKbI7PxrwAp5t4MiIiIqL2Y3KOiIiI6BYmkUqR5TwH9ulfqsXron8AWkjOKVUidmYKqFSOw6/KcZBABV/dLPzi1/nFIDrD3BGO2BjXH6eMzGHseRdEUQVF/nlYliXDtPgMYmNjodUxLKIKivxzUOSfQ0Xkr/hjRx+MHz8eK8ePh8OQYGTUGyL60mXEZ5ShrqHlZN3He89h6lA7mBro3tQz1Soacex8CXR1JAhxtYKeDjerEBERUev4SYGIiIjoFuc26XE0iOpVYIdWHkZpUZ5G26TcClTWNza/VkECkwH+0NM36PJ5doREIuCdmd64UpNBECTQ7zcINV734MWv/0BRURF+/vlnLFy48PpzX26orKwMmzdvxuOPPYbwkUPxxbJwWCb+gv/4N2D9wiF4ZoI7rEz01PqUVCuw+tDFm3qeiroGzPkmCo9uSMCSH+Nw96dHcPxiyU2NSURERL0bk3NEREREtzgrW0ckmaqfGacnNCJt73cabY+d1zynOHSgVZfNrTN425tjQWB/jfi7O1OgZ2KOBx54AOvXr0d+fj5OnDiBd955F1ZuwwGJtIXRWnbu3Dl8/vnnuGfGdIz3GYgt7zyKQQURkBdcgChePb/vh6PpyC6t7fCzrPrrLM7mXd2We6mkBg98F4NnfjuN0hpFh8clIiKi3ovbWomIiIhuA7oBDwEHrlZtrRINcTarEIGiCEG4WlDh6HnNVVphbppV2281z04chB1J+WoJrOIqOT7ddx6vT/ME0HRWnY+PD/YWGsK4ahgM5bWozzyNuvQE1F06AWVlUWvDq2loaMChQ4eAQ4eaxjU0g0H/YTBw9oGhy3C8vysVX833bfcz7ErKx9aTuS1e++NEDg6kFuLVqZ6Y5Wuv9u+MiIiI7mxMzhERERHdBrxCpiP3oA2Klcb4VTkO25XBqJUbwPNSKYJd+wJoOuvsRFaZWj+ZqT7cbUx6YsrtYm6kixcne+D53xPV4uuiMjBnhAMG25kBAPYnF+Lrf7aeSvSNYOQeDCP3YIwfLMOzgabYvXs39u7di0OHDqGurk6re6vqKlGbehS1qUcBAP/bZI+iPXdjwexpGDNmDMzMzNoco6iqHi9vTbphm7LaBjyz+TT+OJGDd+8ZAhcrY63mR0RERL0bt7USERER3QYkUil2j/wFMxXvYJNyDGrRdIbcr7FZzW1i0kvRoFQvnhA60Oq2WaV1r68DfJ0s1GJKlYjXt52BKIrILq3F07+d0ujnaGmIT+YOh4eHB/79739j586dKC0txf79+/H8889j+PDh7ZpHY2kuft/wA2bOnAlLS0uEhIRg1apViIyMRENDg0Z7URTx8pYklNVqXmvJ8YuXMenTI/gi4jwUjaq2OxAREVGvxuTcHazAcKBGrMGkXw/MhIiIiLQxLcgbOhL1RNvuMwXNW0EL4/5EqCQJ+ri6NTTkFj9v7loSiYC3ZnjjukdEXEYZNsZlY9nPCWrFLgBAT0eCr+f7wdxQvcKqgYEBxo0bhw8++AAnT55Efn4+NmzYgIULF8LGxkbrOSmVShw/fhxvvvkmQkND0bdvX0yfPh2ff/45kpOTIYoiNsfnYH+K5pbap8a7I2Rg3xbHVTSq8Mm+NEz5/CjiMkq1ng8RERH1PtzWegerl2pucRF1DHtgJkRERKQNmakBJnjaYNeZguaYQqnCHwk5eGTUAARe+hLz9DIhF3URp3LHMdUQhA4c04Mzbj9ve3MsDOqPdVGZavGXtrS8ZfTN6V7wtjdvc1xbW1ssWLAACxYsgEqlQlJSEvbu3Yu9e/fi6NGjkMvlWs2vqqoK27dvx/bt2wEAMhtbyGWe0HEcBoP+w6Bj1pQMHechw5PjBgIYiK0nc/HOjpQWC0JcKKrGnG+iMM/fEU+Mc4O9BT+LERER3WmYnCMiIiK6jTwQ6KSWnAOatrbOHCiFi6opoaUvNCBUehYOulWwMTfqiWnelKcnDsLfifm43EZ101m+9pjn79ju8SUSCYYNG4Zhw4bhueeeQ11dHfYdOIxH3/8RpWnxaCi6pPVYRYUFQGEBkHQAAKBj6QCLgT4IG7YAFRVusLCwwCxfB4wZJMN7O1OwOSGnxXE2xmVjY1w2htibY5KXDSZ52WKgzOS22ZJMREREHcfkHBEREdFtJMTVCo6WhsguvVrs4FJJDSJ2/oZ517UtsAqGc7fOrnOYG+ripSmD8ezm0622GWRjindmendK8srQ0BDTp96NOpknXvgjCcqa8qYqsBknIc84hcYqzQq4rWkszUFJbA6WPLAdSyUS+Pn5Ydy4cRg7dizenBqCWb4OeGVrEi6V1LTYPym3Akm5Ffh4bxoGWBljopctJnnZYJiDBSTX7/clIiKiXoHJOSIiIqLbiEQiYJ6/Ez7ac645ZoZqjMv+Argud2PoMb6bZ9d5ZvnYY2NsFuIzyzSuGetJsXqBL4z0Ovej7L1+jlh3PBPJ+YCx52gYe46GKIoYJVMgQC8X+/btw6FDh1BVVaXVeCqVCnFxcYiLi8P7778PPT09BAcHY9Rdd8HbdhB2FZig4QZHQF8qqcE3hy/im8MXYWvWtKV5kpctAgdYQlfKo6OJiIh6CybniIiIiG4zc0Y44L/7zmGYeA4P6BzAVEk0DAT1SqEKUYqB/hN7aIY370pxiPAvjkKlXoAWH9w7FK7Wmmfn3iypRMCr4YPxwHcxzTFBEHC0WB9P/WsBnnjiCTQ2NiIqOgaPvL8WGYnRkOemAqrGG4x6lUKhwOHDh3H48GEAgJGRMcxchqLeejAMnYdBV+YCQWg56VZQWY8N0ZnYEJ0Jc0NdPDF2IJaGunTKysGyGgU+3Z+GtMJqjHK3xmOjBnCVHhERUTdico6IiIjoNiMzNcD/rH/H2Iotrba5oO8JT1OLbpxV5/PsZ4bHR7ti9aGLzbGloS4IH9p11eVHulphoqcN9iYXqsXf2p6Mrf8aCR0dHcTXWaPeeyZsvWdCpaiHPOcs6jNPw6YqDedTzmh9r9raGtSejQIQhXIAOoam0HX0hoHTUBg4DYWulVOLybeKuga8syMF+RX1eHXq4JtK0JVUyzHvf9G4UFQNAIi6dBlFVfV4Y5pXh8ckIiKi9mFy7g6mq6rXiAnKGx+8TERERLcGa99pwMHWk3MVdiHdOJuu89ykQXC0NEJCZhkCXCwxx8+hy+/58pTBOHiuCA3Kq0v2TmWX46/TeXCxMsaXBy80xyV6BjAc4IfH5s/CWzO8UVxcjIMHD2L//v04cOAALl682NItWtRYV4XGtCjUpUU1jW1kAQOnITDo35Ss0+nTTy0R98OxdBjpSfHMxEEdes7yWgUWfB/TnJi74sfIDIxys8YYD1mHxiUiIqL2YXLuDmZfm6IR061uuYIYERER3Vq8Qmcg75AN+omFLV63HDKpm2fUNQRBwP0BTrg/wKnb7ulsZYzFI53x3dF0tfgHu1JhqCeF8rp9ti5WxnhxsgcAwNraGnPnzsXcuXMBAJmZmThw4AAiIiJw4MAB5Ofnaz0PVW05alOPojb1KABAatL3n0TdEOg7DYWOuQ2+OHABBrpSLB8zsF3PWFnfgEVrYpFa0PL5ec/9fhq7Vo6Ctal+u8YlIiKi9mNyjoiIiOg2JJFKkel8L/qlf6VxrRJGGDh8VA/MqvdYMdYNf5zIRWnN1V0FeRWauw4kAvDJ3GGtFqfo378/lixZgiVLlkAURaSmpjYn6w4ePIjy8nKt56SsvoyaswdRc/YgAEBqZg0DpyF4I3EIqotn4YW52v07r5E3YsmPcUjMqWi1TUm1As9uPo0fF/vz/DkiIqIuxjJPRERERLcpt0mPtxjPMBoKqQ6/g70Z5oa6eGqCe5vtlt3lCuAL/KYAACAASURBVF+nPlqNKQgCBg8ejOXLl2PLli0oKSlBfHw8PvjgA9x9990wNjZu1xyVlcWoOXMAl3d9hhfvGw3rfo5YvHgx1q5di4yMjBb71CmUWLouDgktVMG93uG0Yqw93vI4RERE1HmYnCMiIiK6TVnZOuGEcZhGvM55XA/Mpve5398R7jatV4UdbGeGlePaTuC1RiqVws/PD88//zx27dqFsrIyHD9+HO+88w7GjRsHAwODdo1Xkp+DdevWYcmSJXBxcYGzszMWL16MH3/8EZcuXUKdohGPbohH9KVSjb7e9ma4a5C1Rvz9XalIya/s8DMSERFR2wRRFNtuRbc0QRCuPyxEAND81WtRURGsrTU/bN03xgu/HUpWi23fvB7h9y7simkS3RFMTExQXV3ddkMi6jR3+vsuNWYv3HbOhVRo+kxXCSMoHo+Fla1jD8+sdziSVoxFa2I14npSCf56IgQetmZddm+5XI7o6GgcPHgQBw8eRHR0NBSKjhfvMraUAXZe0Hf0hoGjd3OBCQ9bU/z6SBBUooi7PzuK4iq5Wj83mQm2PxEKA12pWvxOf+8R9QS+74i6T3FxMWQyteJINQCak2iiKJp21r24co6IiIjoNuYROBEJw9/GJYkzzksHIn3050zMdaJR7tYY08KKsqcnundpYg4A9PX1MXr0aKxatQqHDx9GWVkZ9u3bh1deeQUhISHQ0dFt13g1pUWoOXsQpbu/QN53jyF39YOo2/N/GC8koiDrIiyN9fB/c4dp9DtfVI13d2gWEiMiIqLOwZVzvZAgCNYAiq685so5ou7DbzOJuh/fd9TVMi/XYPbXUSipblpRNtZDhu8WjYC0hwsl1NTU4MN1f+HTn7ZBnpUEef45QKXs8HgymQyjRo1CfV93JCjsoGvdH4Jw9bv87xaNwARPm+bXfO8RdT++74i6Twsr52SiKBZ3xb14UjARERER0Q3072uM7U+EYPeZAlga62HKELseT8wBgLGxMd781/1w9xuJV7aegUpRD3luCuqzk/5J1qW1K1lXVFSE33//vfm1RN8Y+o5e0HfwhoGjF57/TYI9T4+BzKx9Z+ERERHRjTE5R0RERETUBjtzQywJcenpabRofmB/1CmUeGdHCgxdfGDo4gMAUCnqIM9NRX32GcizkyDPSwNUjVqPq5LXoO5CLOouNJ25V6hrgOGbh2LZvHCMHj0a3IFDRETUOZicIyIiIiK6zT0cNgD1DUp8vDetOSbRM1RP1jXUw6DsEiZZliIpPgrR0dGQy+WtDalBbKhHfnIsXn/9aoGM0NBQhIWFISwsDCNHjoSFhUXnPRQREdEdgsk5IiIiIqJeYMVYN9QqlFh96GKL1/uam2Ljc49jkG1Tcbn6+nrExsbi8OHDOHz4MI4fP466urp23TMyMhKRkZF4//33IQgChg4d2pysCwsLg52d3U0/FxERUW/H5BwRERERUS/x3KRBqGtQ4sfIDLW4mYEONiwNbE7MAYCBgQFGjRqFUaNG4bXXXoNCocCJEydw5MgRHDlyBEePHkVlZaXW9xZFEadPn8bp06fx5ZdfAgBcXV2bE3WhoaFwc3ODIPT8eX1ERES3EibniIiIiIh6CUEQ8Hq4JwA0J+isTPTw3aIR8LY3v2FfPT09BAUFISgoCM8//zyUSiUSExOx7o+d+G7zTtRnn4GqTvtkHQBcvHgRFy9exNq1awEA1tbWCA0Nbf7x8fGBrq5uu5+TiIioN2FyjoiIiIioFxEEAW9M88IsHwfkltdh5MC+MDNofwJMKpXCx8cHPj4+sA2Zja8PXUDj5RzUZyehPucs5NnJUFYVt2vM4uJibN26FVu3bgUAGBoaIigoqDlZFxQUBDMzs3bPlYiI6HbG5BwRERERUS80xMEcQxxuvFpOW09PcMfxiyVIFAToWjnC1GcKAKCxouifRN1ZNOYlo744q13j1tXV4eDBgzh48CAAQCKRYOjQoQgJCWn+cXJy0ujXoFThQlE1quWNcO5rDCsTPW6XJSKi2xaTc0REREREdEN6OhJ8Ns8HUz8/ilqFsjmuYy6DibkMJl5jAADK2grIc5LRmJcCneJzuJyZCpVS2dqwGlQqFU6dOoVTp07hq6++AgA4ODg0J+pCQ0Ph7OaBx34+hdj00uZ+pvo6cLE2hnNfY7hYGWOAddM/na2MO7RqkIiIqDsxOUdERERERG1ysTLG+7OHYuXGkxDFlttIjcxh5B4MuAcDAAwU9ZDnpcKmLgPmFRdxMj4WNTU17bpvTk4ONm3ahE2bNgEA9AyMILFxh77DYOjbe0K/3yBUwQiJORVIzKnQ6G9logcXK2MMdbDAkhBnOPQxat+DExERdTEm5+5gpXoOAJLVYkqDvj0zGSIiIiK65U0f1g+DbEzx56lcfPHHIej0dbxhe4meAQydh6MSw9HP1hRFu4OQcjYJx44da/4pKCho1xwU9bVA5inUZ576JyJA17o/9B08oW8/GPr2g6FjbtO8zbWkWoGSagXiMsqw+0wBdjwZCgsjvY48PhERUZcQxNa+9qLbliAI1gCKrrwuKiqCtbW1RrvA8PmI3fGLWuyPvccwa0JIl8+RqLcyMTFBdXV1T0+D6I7C9x1RzzAxMcGZjELsT2n6icsog1J14/+3eHqCO54c59b8WhRFXLp0SS1Zl5qaetNzkxhbNCXq+g2GgcNg6NkMhKDTtL31kTAXvDLV86bvQdQT+HceUfcpLi6GTCa7NiQTRbF9lZC0xJVzRERERETUIc5Wxng4bAAeDhuA8loFDp0rxr6UQhw+V4xqeaNG+y8OnMdkb1u42ZgCaKos6+rqCldXVzz44IMAgJKSEkRFReHYsWOIjIxEfHw85HJ5u+alqilHXVoU6tKimgJSHejbDIS+/WB8eX4wJjo/BH8v15t7eCIiok7ClXO9EFfOEfUcfptJ1P34viPqGTd67ykaVYhJv4zXt51Feon6GXM+Thb4/fGRkEq0q64ql8tx8Fg0ln7wE8oyzkCekwxVXeVNz9/JyQnBwcEYOXIkgoODMXz4cOjqdk3xiPSSGjy3+TQyLtdg2rB+eHbiIBjrc50EtR//ziPqPlw5R0REREREty09HQnC3KzxweyhmPttlNq1k1nlWHc8Aw+Fumg1lr6+Po5UWkLXdyZkvjMhiiIay/KgV5KG0RZliIuJRnJyctsDXScrKwtZWVnNhSYMDAwwYsQIBAcHN//Y2tq2e9zr1TcoseD7GOSW1wEAfozMQHxGGdYs9oe1qf5Nj09ERLc/JueIiIiIiKhLBLhYYmFQf2yIzlSLf7TnHCZ42sDRsu3KqYk55fg1Nqv5tSAI0LW0x6f/mooZw+0BAGVlZYiOjsbx48dx/PhxxMTEtLsqbH19ffO5d1c4OzsjKCgIQUFBzavr9PTaV0xiQ1Rmc2LuiqTcCsz6OhJrlwTA1dqkXeN1VH2DEq/+eQYRKYUYZGuKp8a7I3AAi8EREd0KuK21F+K2VqKew60GRN2P7zuinqHte6+qvgGT/nsEeRX1avHQgVbYsDSguapqS1QqEfesjsTpnAq1eKCLJTY+GtRq38bGRiQlJTUn6w4fPYbc7KwW27aHvr4+fH19ERwc3Jywc3BwaLV9VX0DRn14EGW1DS1etzDSxfeLRmCEs+VNz60tz24+jd8TctRiC4P644XJHjDhFtvbBv/OI+o+3NZKRERERES9gqmBLt6dNQRLfoxTix+7UILNCTmYO8Kx1b6b4rM1EnNSiYC3Z3rfMKmno6MDHx8f+Pj4YPny5QCAp388iJ/+2g95XirkuamQF5wHlC0nzVojl8sRFRWFqKirW3Xt7e0RGBiIoKAgBAYGws/PD8bGxgCANccyWk3MAUB5bQMe+D4Gn903HJOH2LVrLu1x/EKJRmIOADZEZyIipRDvzRqCuwbJWuhJRETdgcm5O5hT9WnEXhfTq0gHwJVzRERERNR5xgySYZaPPbaczFWLv/N3Mu5yt4bMzECjT1mNAh/uTtWIPxTiDPd/qr22xytzRmJfhgJVg0YCAERlAxSFlzC+bzkUeecQFRWF7Ozsdo+bm5uLLVu2YMuWLQAAqVSKIUOGwMfPH3uLTSHK3KBjaQ9BkLTYX9Gowr9+OYFXp3piqZbn8LVHfYMSL29NavV6XkU9Fv8Yh9m+DngtfDAsjNq3bZeIiG4ek3N3MAEtbWnmNmciIiIi6nyvhXvicFoxLtcommOV9Y14fdtZfLPQT6P9R3vPaaw6szHTx8rx7h26f18TfTx+lys+2nMOACBIdaHfbxBSTPRx6P3XYaKvg5ycHERFRSE6OhpRUVFISEiAQqFoY2R1SqUSp06dwqlTp5pjgr4x9O3c0c99CHx8/RFTYwmpkXnzdVEE3v47GblldXh16mBItKxkq40vD1xAxuXaNtv9cSIHh9OK8fYMry5dxUdERJqYnCM1N9oeQERERETUUX2M9fDmDC+s+OWkWnz32QLsSspXSwidzlYvAnHFy1MG39T5aEtDXfBTdCbyrzn/rqRaju+OXMJTE9zh4OCAOXPmYM6cOQCatrGePn1aLWGXmZnZ2vCtEuU1qM84iUsZJ3Fp73oAgI65DfT6DYK+3SDo93OHno0r1kSmo6CyDv83dzgMdKUdfs4rzhVU4ZvDFzXiNmb6KKyUa8RLquVY9vMJTPa2xZszvCAz1VzRSEREnY/JOSIiIiIi6hZTh9hhm2ce9iUXqsVf23YWwa59YWGkB5VKxOvbzuD6unVBAywxfVi/m7q/ga4UT09wx3O/J6rF/3fkEuYHOmlsr9XX10dAQAACAgKwcuVKAEB+fj5iYmKaz56Lj49HXZ16NVZtNFYUorGiELUpR5oCEin0ZC7YYDcIcXt98OXKOfAf7g2JpOXtsG1RqUS8tCURjSr130gPW1P8uTwEP8dk4eM951DXoNTou+tMAY5fvIzXwz0xy9eeX+ATEXWxjv1JT0RERERE1E6CIOCdmd4wNVBfI1BSLcc7O1IAtFwEQkci4K0ZNy4Coa1Zvg7wsFU/s66uQYn/7k/Tqr+dnR1mzpyJDz74AEeOHEFlZSVOnjyJr7/+GosXL8ZAt0Edm5hKCUXBBVSf3IH49e8gyG8Y+vSxxIQJE/DKK69g27ZtyMvL03q4n2OzcCKrXC0mCMB/Zg2Bga4US0NdsOffozDStW+L/SvqGvDM5tNY/GMcSmvat7WXiIjaRxCv/0qKbnuCIFgDKLryuqioCNbW1hrt5t7lhc2Hk9ViO37fgCmzF3T5HIl6K5a3J+p+fN8R9Yybee9tjM3Ci1s0ixR8Nm843vjrLMqvO2vukTAXvDLVs0P3asmRtGIsWqNeGk0iALv/PapDxSau9dzm09gUmQp5fhrkeeegyDsHZeF5KGoq2u6sBXt7++bVfAEBAfDz84O5ublam4KKekz4v8OokjeqxR8M7o83Z3irxURRxMa4bLy3I0Wj/RXDHMzxx7KR0JFybUdP4995RN2nuLgYMplaJWuZKIrFXXEvbmslIiIiIqJudZ+/I7adykPUpctq8ZUbT2m0vZkiEK0Z5W6NMDcrHD1f0hxTicD7u1KxZrF/h8e9UFSNP07kQGJgAkMXXxi6+AIAfn88GBaNpYiJiUFsbCxiYmJw8uTJdhebAJqqw27duhVbt24F0LQacdCgQfD390dAQAD8/f3x3RmlRqLN1swAz07SXNUnCALuD3DCXYOs8erWM4hILdJoczqnAr/EZmFRsHO750tERG1jco6IiIiIiLqVIAh4f/YQTPr0COobVDds+8pUz5sqAtGal6cMxpTPj6qdbXcgtQjHL5ZgpKtVh8b87/40XHfEG8Z5yDDC2RKAJQYOHIj58+cDaCo2kZiYiJiYGMTExCA6JgYXzp9v9z1FUURqaipSU1OxYcOGpqBECj1rZ+jZuUHP1h36dm54/f6ZMDXQbXUcO3NDfP/gCPx1Og+r/jqrUSn3k71pmDa0H/oY67V7jkREdGNcl0xERERERN2uf19jPDvxxuezBQ/oi2lD7W7YpqMG25lhtq+DRvy9nSlQXZ9h08KZ3ArsSMzXiD/TyjPq6+vD398fK1aswIYNG3A+LQ15hUWY9sKXMA+dD0NXf0iMzFvs2yaVEorCi6g+tRuluz9H/o9PYM7IQQgLC8PTTz+NX3/9FefPn4dKpZ4YFQQBM4bbY9/To2FvYah2raKuAZ/sO9ex+dwBFI0q7EjMx4NrYhH8nwgs//kESqo1K+ISEbWEK+eIiIiIiKhHLAlxwfbEfJzOLte41lQEwqtLK4U+M9Ed20/nQd54NUl1JrcSf53Ow0wf+3aN9X/7NAtKhA+1g2c/M63HsJNZ48/3/oUPdo/Ft0cuQRRFKCuLIc9PgyI/DfL8NKiKLqJB3v7qsLW1tTh27BiOHTvWHDM3N8eIESOaf/z9/eHk5AQrE328PGUwlv9yQm2MX2Ky8EBA/3Y9U2+XdbkWv8ZlYXN8Nkqqr25T3pHUlKj9ar5vT02NiG4jTM4REREREVGPkEoEfDh7KMK/OIoGpfpqtYdCXeB2k8UZ2mJnboiloS5YfeiiWvyjPedwt7ctDHSlWo2TkFmKA9ed1SaVCHh6QvvPypNIBLw0ZTDszA3w5t/JEMxl0DGXwdgjFAAgqpQYalKDyTbVSDyZgNjYWCQmJkKpVLb7XhUVFYiIiEBERERzzMrKqjlZ51BpigzBFjqmTRVdVSKwavtZbHo0qEuTpre6BqUKESmF+DkmS+3cwuvtOpOP4io5rE31u3F2RHQ7YnKOiIiIiIh6zCBbUywfMxCf7r963pqduQGeHOfWLfd//C5XbIzLRmnN1VVPueV1WB+VgUdHubbZXxRFfLhbc7vnbF97DLA26fC8Foe4wNbcECs3nlRb2SdIpEiqNYNK7oAfP1wImZkBKqtrMPHVdUg7cxqKgvOQ559HY2lOh+5bUlKC3bt3Y/fu3c0xqYkl9GxcoWfrhkMXBmLDQEMsGje8w892u8ourcWmuGxsis9GcVXbW1ZVIrD7TD4WspAGEbWBybleQBCEqutDPTIRIiIiIqIOeHKsGxqVIv48lQvHPkZ4e6Z3lxSBaImZgS5WjnPDG3+dVYt/tOccUvOrsCTEBUMcWj/77diFEsSkl6rFdKVCpyQX7/a2xS+PBOHhdXEaBRrO5lXintXHse4hf+xLLkKBQX+YjejffF1Q1OD1YAMUXkxGXFwc4uLikJ2d3aF5KKtLUVddirqLcQCAB/94Cy/Z22OEnx9GjBgBv3/+KZPJOv6wt7AjacVYE5mOw2nFagVEtLE9kck5ol4kXRCE5j8FRFHstOXdgtjeP13oltNKcs74youioiJYW1tr9Jt7lxc2H05Wi+34fQOmzF7QFdMkuiOYmJigurq6p6dBdEfh+46oZ/Sm916DUoWJ/z2C9JKaFq/79e+DJSHOmORlC13p1Zp6oihi5leROJ1TodZ+8UhnrJru1Wnzu1RcjQd/jEV2qeZZc2YGOpA3qtRW1wHA8jGueG6Sh1qsoKAA8fHxiI+Pb07YFRcXd9o8HRwc4Ofnp/ZjY2PTaeN3N5VKxNs7kvFjZIZW7Yc5mCOztBbl1yRSBQGIenEcbM0NOmVOvel9R3SrKy4uvv5LhxoAXZKc48q5XuD6/yAEQbAGUNRKcyIiIiIiuoauVIIX7h6Ex3860eL1hMwyJGSWwc7cAAuC+uP+ACdYGuthb3KhRmLOQFeCf41peztsewywNsGWZSFYui4Oidfdr7K+UaO9c18jPDFWc+Wera0twsPDER4eDqApuZiTk4O4uLjmpF18fDzKyso6NM+cnBzk5ORg27ZtzTF7e3u1ZJ3r4CE4nqeEjlTALF+Hblsh2V5KlYhXtiZhY9yNVxsa60kxw8ceDwQ4wdveHK/+mYSforOar4tiU3GIpaEuXT1lIup6LqIodt43Gte4Nf8kJCIiIiIi6kaTvGxxr58Dfk9o/ay2/Ip6fLTnHD6POI+Zw+2RkKWZxFoS4gKZaeeskrqWtak+Nj4ahBW/nNQoPnG9d+8ZolUxC0EQ4OjoCEdHR8yaNQtAU8Lu0qVLzavrEhISkJCQgKqq6zfraCc3Nxe5ubn466+/mmNSE0vo2Q7EmwMG48PHZyIowB/9+vW7ZYpMNCpVeHbzafx5Kq/VNt72ZnggoD+mD++nlmAMH9pPLTkHAH8n5jE5R0Q3xOQcERERERHd8QRBwEf3DsVsXwf8GJmOfSmFrZ4vJm9UYVO85ooqU30dPDZqQJfN0UhPB/9b6IfXtp3Br7Etr+ia7euAkIFWHb6HIAhwdXWFq6sr7rvvPgCASqXC5gNxWPH575Dnn4ei8CIUhRchKjS32WpDWV2KuguxuHQhFvfuXQcAkMlk8PX1ha+vL/z8/ODr64v+/fu3K2GXU1aLkmoFvPqZqW0/bg9FoworN57ErjMFGtcMdCWYOdweDwQ6YaiDRYv9/Z0tYWOmj8LKqwUjTmaVI7u0Fo6WRh2aExH1fkzO3cGqdftqxJR6XVuunoiIiIjoViUIAoJd+yLYtS+yS2uxPioDG+OyUdXC1tGWPDpqACyM9Lp0jjpSCd67ZwjsLQzx8d40tWt9jHTxytTBnX5PiUSC+8YH4kihLnYk5QMARJUSjaV5sKzLxhirapxISMDJkydRW1vboXsUFRVpVInt06dPc8Luys/AgQMhkWgm3lYfutBcNdfGTB8vTxmM6cPatxqvvkGJf/18osWViRZGutjwUOANi4MAgFQiYMoQO41z6nYk5ePx0Z273ZmIeg8m5+5gl/UdNWJKI83CEUREREREdxpHSyO8MtUT/x7vji0nc7E2Mh0Xi1suGAEAlsZ6WNJNWxcFQcCKsW6wMzfE69vOoEahhLGeFJ/f7wNL465LDr40xQMRqYWob1BBkEiha+WIKjjCd5onPv/MBUqlEmlpac1bYY9HxyLh5Eko5R1bYVdWVoaIiAhEREQ0x0xMTDB8+HD4+PjA19cXPj4+MLV1xifXJCoLK+VYufEUforOxBvTvOBtf+OEGgDUKhrx6PoEHLtQonHNykQPPz0cCA9bM63mHT60n0Zy7u/EPCbniKhVTM4RERERERG1wlhfBwuD+mN+gBOOXSjB2uMZLa6sWj5mYLcXN5jt54Dxg22QmFuOQTamkJl1/ll31/p/9u47vurq/uP465NBQkggQBYQRhghg70U96Qqap2ts1qtrbW1ra3d7a+2ta122G2HVtG66qwD96riYkMgQAIkbLIgkASyz++PexNzc29C9pWb9/PxuI9v7vme7/eeb3JP8r2fnHM+qUNjuPHkCfzh9Xyf8rtey+P8GaMYNmgAmZmZZGZmkjp3AW8MWcWok2qp37eLmr2bqd27udtTYisrK1myZAlLlixpLouIjCRs+FgGJE/wPJLGE5k0jmWF+znvL0u4fN4Ybl0wuc3AZUV1HdctWsayQv81BFMGR/PwDccwITG2w22cNSaeUfED2VX+8TWu23WQgtIq0hIGdeJq+4fGRsfybfvJK6rgpEmJjBmu6b/S/yg4JyIiIiIicgRhYcZJ6YmclJ5IQWkVD7xfyLOrd1FV08Bn5qby+ePGBaVdQ2IiOXFS381+ufHkCTyxfKdP4OlgdT2/fXUTv7xwKs457n57C799dRPOgVkYkcNHEzl8NGSfSniYUd/QQP3+PZ5A3d7NDD28i4M787qcJba+rg68wb9mFkbksFFEJo/nbx9O4LFnJnHrFZ/ii2dOJ6LFenTlh2q55r6lfll3AVKHDuSRLxzb6WCRmXHutBH8452tPuUvrNnNzaf7Z9Htz0ora/jm42t4J8+TAHPQgHAev3E+2SOPPNpRJJSYa2uVUzlqmVki0PzvvOLiYhIT/f9gH3PulSxd/IhP2TOvv8cFpx/X620UCVWxsbFUVlYGuxki/Yr6nUhwqO95MpvWNTgGRHQt+cDR6sWcPdz08EqfMjP4zxfnc9+SAl5e759MAWDqqCH86qKpnP+XJTS2+BiaEDuAD79/Ojt3bGfFihWsXLmSlStXsmLFCkpKSnq07dHxScyZPYvTTziGCRlT+NdGKDgc7bc2XVrCIB7+wjGMjB/YpdfJ2XmA8/6yxKdscnIcr9xyUpfbDqHV7z7cWsbXHl1FcUWNT/m8tGE8/qX5QWqVyMdKSkpISkpqWZTknOvZX0peGjknIiIiIiLSBWbGgIiOJxwIFWdPSWH++OF8sLWsucw5+Ow/P2gzw+3Fs1L5xYVTiI4MZ17aMD7cuq95X2llLat3lDNn3DjGjRvHxRdf7D2nY9euXaxatYpVq1Y1B+127AicqbYjqsuLWfLGyyx54+PEE2HRsUQmjWdAUhoDkicwKXMKD113SZcDcwBTRg1m3PAYCss+TpCxqaiC/KIKJiX37yR8DY2Ov7y5mT++kecTpG2ytGAfa3eWt5kRVyQUKTgnIiIiIiIiHWZm/OT8LM7547s+wZVAgbmIMOP/zsvi6mPHNo9OW5CV4hOcA3g1t4g544b5vU5qaiqpqamcd955zeWlpaXNAbs//ucVigs2Ur9/d5evp7G6kprta6nZvhaAssUw/k83MmXKFGbOnMmMGTOYMWMG06ZNY/DgjiWF8ExtHclf3trsU/782j1888z+G5wrrqjmlv+s5r3NZe3Wu/fdAv50+cw+apVI8Ck4JyIiIiIiIp2SkTKYq48dywMfbGuzTkJsFHdfOYt5ab5BtzOzkvnZC7k+Za+s38v3z87wm14a8LwJCZx55plMnnU8d+/LZhTQWHOI2uKtxBzcwckJVaxevZr169dTV1fXpeurra1tHqnX0oQJE5g+fTozZsxo3o4ePTpgu8+dPsIvOPfCmt3ccsakDl1nqHlvcylff2w1pZU1R6y7OGcP3z07g1HdGL0ocjRRcK4fG3F4k19ZZMXOILRERERERESONrecmc5za3az/5B/AGzmM/aGLgAAIABJREFUmHj+duVsUob4Z5AdPSyGrBGDyd1zsLlsW9kh8ooqmZzS8VFli3P2NH8dFhVD9OgpXHfCefzo3CwAampqyM3N5aNlK3j4xf+xfMVKaooLupwpFmDLli1s2bKFp59+urls6NChzYG6pqBdVlYWk5PjmJQUS37xx2vEbS2tInfPwX6V8KC+oZE/vZHPn9/a3OboyjHDY9haUtVc1tDoeOD9Qn5wTmYftlQkeBSc68cGNPj/UbKG2iC0REREREREjjbxMQO49VOT+eEz63zKrzhmDD85L4uoiPA2j12QnewTnAN4df3eTgXnXmwRnGuycNqI5q+joqKYOXMmM2fO5MYvfoEd+w7xixfW8/ySVdQWbaW2eCu1RVthXyHVB9qfZtme/fv38/bbb/P22283l0VERJCZmUlUUhoHGhI869klpRE+KJ4X1u7pN8G5ooPV3PzoKpYW7Au4f1T8QP50+UzCDC68+32ffY9+tJ2bT5tIXHRkXzRVJKgUnBMREREREZEuuWLeGIoP1vDvD7cRFx3BzadN4pLZqUc8bkFWCn94Pd+n7NXcIm4+fVKHXnd72SFydh3wKRsVP5AZo9tOIjB6WAx//9xcrj4ujb+8uZnt+w5x1pQUvv2pyZSXlbB69WqfR15eHq6tDBdHUF9fT05ODpDjUx4+aCh3PDORsk+f0jzKbvLkyUREhN5H87c3FfPNx9ewryrwAJAzs5L5zSXTiI8ZAMCcsUNZvm1/8/6KmnoeX76T609I65P2igRT6P0GEBERERERkT5hZtxyZjrfOGNS8/OOyBwRR+rQgezc//FsnpxdB9hdfrhDWVIXBxg1d87UlA69/vETEzh+YoJPWUpKCmeddRZnnXVWc1llZSU5OTmsWrWKNWvWsHr1anJycjh8uOvTYhuq9lOet4zf/GZZc1lUVBTZ2dlMmzaN6dOnM23aNKZNm0ZCQkI7Z/pku/fdrdy+eEPAfZHhxvfPzuTzx4/z+Xl94cTxLN+2wqfufUsKuGb+WCLCw3q1vSLBpuCciIiIiIiIdEtnExyYGZ/KTuFfSwp8yl/LLeKa48Yd8fhAU1rPmToiQM2ui42NZf78+cyfP7+5rKGhgfz8fFavXt0csFuzZg179vi3p6NqamoCJp8YOXKkT8Bu+vTpXR7J15fe3FjUZmBu9LCB/OXyWUwPMMLxzKxkxg6PYVvZoeayXeWHeWV9kc90ZZFQpOCciIiIiIiI9LkFWcl+wblXc/ceMTjXlSmtPSU8PJyMjAwyMjK47LLLmsuLiopYs2aNT8Bu48aNNDQ0dPm1du/eze7du3n55Zd9ymfOnNk8um7q1KlMmzaN5OTkT0QG2B37DvGNx1YH3Hf2lBTuuHgaQwYGXkMuPMy47vg0fvLcep/ye97d2uFRkSJHKwXnREREREREpM/NHjuUYYMG+KxJ9uHWfRw4VMeQmLaTAHRnSmtvSU5OZsGCBSxYsKC5rLq6mtzcXNasWcPtD77Erq0bqSsuoLG6sp0zHVnTmngtJSYm+gXssrKyGDjwyFOEe0p1XQM3PrSCg9X1PuWR4caPz83i6mPHHvFndMnsVH736iafc6zeUc7K7fuZPXZYr7Rb5JNAwTkRERERERHpcxHhYZyekcQTK3Y2lzU0Ot7cVMSFM9tOKrE4Z7df2cJpI3uljd0RHR3NrFmzmDVrFg0TT+b2xRtwztFQUUptcQFToveTULuXtWvXdiv5BEBJSQlvvPEGb7zxxseFFsaYtPHMmzWjOWg3depU0tLSCAvr+TXcbntuPet3H/QvPz+bK48Z26FzDIqK4Mpjx/K3t7f4lN/zTgGzr1ZwTkKXgnMiIiIiIiISFAuyU3yCcwCvrm87OLetrIp1u3wDQKPiBzI9dUivtbEnnDN1BLcv3oCZETE4kYjBiRyMjeK1H5xOeJhx6NAh1q9fz9q1a1mzZk3ztry8vOsv6hrZvnUz27du5sknn2wuHjRoEFOmTGkO1jWNtBs+fHiXX+rxZTt4bNkOv/KLZo3iinljOnWua+aP4553tlLf+HGw8pXcvWwrq2Ls8EFdbqPIJ5mCcyIiIiIiIhIUJ05KYGBkOIfrPl6b7X95JVTXNRAdGe5XP9CU1oXTRnzi1yMbGT+QOWOHsnzb/uay0soaPtpaxnETE4iJiWHu3LnMnTu3eb9zjp07dzYH6tasWcMTTzyBmdHY2NjltlRVVfHRRx/x0Ucf+ZSPGDHCL2iXmZlJTExMu+dbt+sAP352nV95Rkocv7hgaqd/NilDojl/+kieXrWrucw5uP+9Qm47P7tT5/ok+HBrGS+v20vMgHCuOnZsh7IRS/+j4JyIiIiIiIgERXRkOCelJ/DK+qLmskO1DSzJL+WMrGS/+n2RpbW3nDd9pE9wDuD5tXs4bmJCwPpmxujRoxk9ejQLFy4EYPHixZSWlpKbm0tOTg5r165tDt6VlJR0q3179uxhz549vPbaaz5tmDhxYnOwril4N2HCBCIiIjhwqI6bHl5JTb1vsDAuKoK/XTWbgQP8A6wdcf2JaT7BOYDHl+/gljPS212P8JOk6GA1P38hlxfWfvyefejDbfztqtkc38bPvLPyiyqoqKlnRmo8YWGf7AC1tE/BOREREREREQmaBVkpPsE58GRtbR2cO1qntDY5e2oKP31+PS1ma/Lyuj387NPZRIZ3fA24lmvZNfnD63n87tml1BYXUldSQG1JIXUl26gt3Q4NdV1us3OO/Px88vPzefrpp5vLo6KiyMrKomJgCqUDkhmQMJbIxHGExyVgZvzuM9NJS+j6FNTskUM4bsJw3t9S1lx2qLaBR5Zu58unTOjyeftCfUMjD36wjbtey6Oyxjc5xsHqej5331J+en42Vx3bsXX4AimrrOF7T+fwWq6n30xPHcI/rp5DypDobrVdgkfBOREREREREQma0zOTCA8zGlpErV7fUExDoyO8xWigo3VKa5OkuGiOSRvOB1s/DjjtP1THe5tLOWVyUpfPu2LbPv70Rj7hg4YyMG0oA9NmNu9zjQ3U79vtDdYVUlu6Ddu3jUNl/t/LzqipqWHVqlV+5TYghjETJvPU/rlsmjKFKd5HYmJip1/jCyem+QTnABa9X8D1J6QxIKLnE1r0hFXb9/Oj/64LmBijSUOj40f/Xcfm4kp+tDCTiE4EZgHe3lTMrU+spbSyprlszc4DXHj3ezxw3TzSk+O63H4JHgXnREREREREJGjiYwZwTNown0DMvqpaVmzbz7y0jzN0Hs1TWpucN32kT3AO4IW1e7ocnKuoruMb/1ntMxoPYOzwGH56fjZff2w1B8JGE5kwGjJPbN4/Ota4dW4MxdvzWbt2LevWrSMnJ4eysjK6w9UeYtuGVfxzg2/gLikpiezs7OZgXXZ2NtnZ2cTHx7d5rlPSk5iQOIgtJVXNZUUHa1ics7vdbL7BcOBQHXe+spFHl26no0l3F71fyNbSKv5yxUwGRx95qm51XQN3vLSRRe8XBty/50A1l/ztff75uTkcO77ryT0kOBScExERERERkaBakJXsN0rq1fV7m4NzR/uU1iZnTUnhx8+u8xkl+Mr6vfziwilERXR+fbafPLeeHfsO+5SFhxl/+OwMZo4ZypM3zuea+5ay+0C1T50dlY6fL6tn0ec/ww033AB4prDu3buXnJwccnJymgN269evp7ra9/jOKi4upri4mLfeesunPDU1tTlo17TNzMwkNjaWsDDj+hPG84NncnyOueedAi6YMeoTMWLSOcdTK3fxqxc3UFZV22a92WOHsnL7fr/A3Tt5JVx09/v865o57Wai3bj3IF9/dDWbiirabc/B6no+96+l3PXZ6Zw7bWSnrkWCS8E5ERERERERCaozs1O47flcn7JXc4v44cJMzOyon9LaZNigARw/MYF38j5O3lBRXc87eaWcGSABRnueX7Obp1fu8iv/+umTmDlmKACTkuN4+qbjufb+pWzc6xvYKa2s4bP/+IC/Xz2bEyclYmaMGDGCESNGsGDBguZ6DQ0NbNmyhZycHFavWct9L7xD8bbN1O/fDa7rWWMBdu7cyc6dO3nllVd8yseNG0d2djaTMzJxBUZt3Cgih6cSFhlN7p6DfLC1jOMm9ExSha7KK6rgR8+sY2nhvjbrjIofyE/Pz+aMrGTe3FjEzY+soqq2wafO5uJKLvjre/z9qtkc02rEW2OjY9H7hdzx8kZq6zv2va5taOTmR1dRdLCG609I6/yFSVAoOCciIiIiIiJBNSp+IFNGDfYZHbd93yE2FVWQkTKYxWsDBOeOsimtTc6bNsInOAdwzztbmTUmnuGxUR06x67yw/yw1YgygDljh3JTq4QJKUOiefzG+XzxweV8uNU3kFRV28Dn71/Gby6d1uZU0fDwcNLT00lPTycnMoPI2nmMAlx9LXVlO6kt3cbcIZWEl+8kJyeH7du3d+ga2lNYWEhhYSGLFy9uUWpExKcQmTCGL6/L5DuXn+EJ4E2ezMCBA7v9mh3V2Oj4wxv53P3WZupbzyf2iggzbjhpPDefNpGYAZ6wy2kZyTx90/Fct2gZu8p9RzvuP1THVf/6iF9cOJXPzBkNQPHBam59cq3fe6VJVEQYPzgnk7yiCh7+yPd77hz8/IVc9pQf5gfnZCqT61FAwbl+rCbcf9hsY0TH/hiIiIiIiIj0pAVZKX5TV19dX0R0RLjfAvupQwcy7Sib0tpkQXYKP3xmHbUNH4+EWlq4jzPu+h8/PjeLC2e2P2WzodHxzf+s5mC1bybQuKgIfv/ZGQETDAyOjuSB6+bxrcfX8EKrQGd9o+OW/6zhW4+vISIsjLAwPFvzTJENDwsjPAzCzXymx1rEAAYkj+fCM4/nL5fPbG7zwYMHWb9+ffOU2HXr1rF+/XqKinwz8naeo758D/Xle1i7+SOuWrwIgLCwMMaPH092djZZWVnN69n1RtDOOcdPn1/PAx9sa7POMWnDuP2CKUwKkJhhckocz371eL707xWs2LbfZ19dg+M7T65lc3Elc8YO5XtP57CvjamyGSlx/OnymaQnx+GcY2T8QH7zyia/evcuKWDvwWp+95npXZo2LX1Hwbl+bO/AScAyn7L62FHBaYyIiIiIiPRrC7KTueu1PJ+yV3P3+mRsbbJw6tE3pbXJkIGRnDw5kddyfYNV+w/V8c3H1/DMql388sKpjB4WE/D4f7yzhY8K/KdS/vyCKW0eAxAVEc6fLptJ8uBo/rWkwG9/o/NMiaQBoGNTKCckDuLOi6f5/CwGDx7M/PnzmT9/vk/dkpISn2DdunXrWLduHeXl5R16rbY0NjayefNmNm/ezLPPPttc3jpo1xS4mzx5MjExbX+f2vPbVze1GZgbPmgAP1yYecTgakJsFI/ccAzffzon4LTkf76zlX+204brT0jjO2dNbg62mRlfOXUiyYOj+d5Ta/1G872wdg8lFTX883NzGDLwyIknJDgUnBMREREREZGgm5wcx5hhMWzfd6i5bN2ug+yvqvOre7RlaW3tljPS+XBrGRWtRr8BvJtfyoLfv8O3FqRz7XHjfEbCRSSN565X8/yO+fSMkVww88gDLcLCjB+fm0XK4Gh+8eKGbl1DzIBw/n7VbGKjOhZWSExM5JRTTuGUU05pLnPOsWfPnuZRdi0flZWV3WpfW0E7MyMtLc0nYJeVlUVGRgaxsbFtnu/utzfz17e2+JWbwRXzxvCdT2UwJKZjwa+oiHB+d+l0JiXF8etXNnYow2tiXBS/u3Q6J6UnBtx/yexUkuKi+PJDK/zWtfuoYB+X/v19Fn1+HiPj+24KsHScuY7m+ZWjhpklAsVNz4uLi0lM9O/Ax5x7JUsXP+JT9szr73HB6cf1ehtFQlVsbGy3byREpHPU70SCQ31PesPtL+Ryb4BRXS2lDh3Iu9859agdOddkx75D/PC/69pcUwxgWuoQ7rhoGlkjB3Ootp7JX7uf8HjfLJyj4gfy4tdP7PSoqGdX7+LWJ9ZQ19C1mMCfLp/J+dN7JyOoc44dO3Y0j7Jbv349L/xvKft2bcXV1fTKawKMHTu2OWiXlZVFZmYmmZmZPJtbzk+eW+9XPy46gvuvncucccO6/JqvrN/LNx5bzeG6hjbrnJmVzJ0XT2PYoAFHPN+6XQe49v5llFb6f59SBkez6Lq5ZKQM7nJ7+5OSkhKSkpJaFiU559rusN2g4FwIUnBOJHj0QUWk76nfiQSH+p70hqUF+/jMPz5ot86XThrP98/J7KMW9S7nHP9dvYufPZ/L/kP+IwTBs+7bF08aT2lFDU+s2OmzL8zgsS/OZ15a14JDa3aUc8+7WymuqKGx0dHgHA2NAR4tyofHDuALJ4zv0Ei9nrQkv5Qr7/2A+gPF1JVuo650B3Wl2xhQsYfqkm0cPnz4yCfpovDYYUQOH01kwhjPdvhoBo8Yx6Nf+xSzxw7t9vnX7TrADQ8uZ0+LNf0AoiPD+L9zs7l83uhOBaN37DvENfcvZWtJld++wdERPPfVExiX4L8GvfhScE66RcE5keDRBxWRvqd+JxIc6nvSGxoaHfN+8TplbSyED/DcV49nWmp8H7aq95VV1nD74g08s8p/DbL2fPXUidz6qcm91KpPFucc5/55iV9yEICxQ6P56WlJVBZtax5pl5uby4YNGzh06FCAs/WM4cOH+4ywy8zMJCsri9TU1E6P7Cw+WM2XH17ZnChi6qgh/P6zM5iY1PZU2/bsr6rl+geWsXK7/5p+p0xOZNHn53XpvP2JgnPSLQrOiQSPPqiI9D31O5HgUN+T3vLdJ9fyn+U7Au4LlSmtbflfXgk/eDqHXeVHHgU2PXUIT375OCIDZGcNVXlFFVz2zw8DZjGNj4nkH1fN5pjxw5vLGhsbKSwsZMOGDeTm5jYH7XJzc6mq8h9V1lNiY2PJyMjwCdhlZmYyfvx4IiLaXqOvsdGxrHAfZsacsUMJC5AMpTOq6xr42qOreDXXP1Pu/Z+fy6mTkwIcJU0UnJNuUXBOJHj0QUWk76nfiQSH+p70ljc2FHH9A8sD7vvSyeP5/tmhMaW1LVU19dz1Wh73v1dAYxsf12MGhLP4ayeS1g+nJm4rq+Lzi5YFnLIZGW7cefE0LpqV2u45Ghsb2blzZ3OgrmXQ7uBB/5F5PSUyMpJJkyb5jLTLzMwkPT2dQYN652fZ0Oj42qOrWJyzx6d8QuIgXv7GSf0quNtZfRmcU7bWfmx4zXa/svCq4gA1RURERERE+sbxExOIGRDOoVr/BfIXHuVZWjtiUFQEPz43i/Onj+S7T61l494Kvzq3nZfdLwNzAGOHD+KZLx/PjQ+t4IOtZT776hoc33x8DYWlVdxyZnqbIyzDwsIYM2YMY8aM4ayzzmoud87x2vIN3PDHZ6nYW0hd2XbP2nZlO2g83P2gXV1dXXMQ0O+6xo5tDtY1jbrLyMgIONCmM8LDjJ+cl8Xbm4p9srhuKani4Q+3ce3xad06v/QMBef6sdi6fX5l4XX676eIiIiIiARPdGQ4J6cn8tK6vT7lo4cNZOqoIUFqVd+bPjqe528+gX++s5U/vpFPbX0jAJ+dM5pL57Q/MizUDYmJ5IHr5vHDZ3L8kmQA/OnNzRSWHeLXl0wjOjK8w+fdVFTBt1/ciaVOY3DqNJ99Xz8+iVmDDzWvZde03b17d7evB2Dbtm1s27aNl19+2ad8+PDhZGRk+ATsMjIyGDduHOHhHbu2pMHR3HTqRH7zyiaf8t+/ns8FM0cRH3PkLLDSuxScExERERERkU+UBdnJfsG5c6aOCNm15toSGR7GV06dyMWzUnlrUzE3XXs5d/xqSb/7PgQyICKMX18yjXEJg/yCTgDPrdnN7vLD/OPq2QyPjWr3XI2NjvziSq66dykHDvtnzb3ljHS+fsYkAE4++WSffeXl5WzcuJENGzY0P3JzcykoKKAnlhErKyvjvffe47333vMpj4qKIj09vTlY1/SYPHlywCmy15+QxiMfbfdZz/DA4Tr+8Ho+t52f3e12HklDo+PRpdt5f0spU0YN4brj0zoVOA11WnMuBHV0zbnPnJLNE//zHU67+Ml/c87FV/V6G0VCldbfEel76nciwaG+J72puq6Bc/+8hM3FnvdYfEwkL37tREbGDwxyy4JL/S6w59fs5ltPrGkeXdjSmGEx/OS8LA7XNVBSUUNJRQ2llZ5tSWUNpRW1lFbWUN/GAn83nJjGD87J7HRA9PDhw+Tl5TUH65oCeHl5edTWtp2NuCeMHj3aL2iXkZHByhL46qOrfOqGhxmvfONEJibF9Wqb7n13K7cv3tD8fOaYeO67Zi5DB31yR+1pzTkRERERERHpt6Ijw7n/2rk8/NF2KmvquGzumH4fmJO2nTd9JCPjB/LFB5dT1iqT6/Z9h9pMMHIkl88b06XAHMDAgQOZPn0606dP9ymvr69vziDb+tFTySh27NjBjh07eO2113zK4+LiiBg2itrYEUQMG0XksFQih6fy0//G8e8vntgjrx1IY6Pjnne3+pSt2l7Opf/4gAevm6e+jUbOhSSNnBMJHv03U6Tvqd+JBIf6nkjfU79r3459h/j8omXNIy6749MzRnLXZ2YQHtY3U4idc+zdu5cNGzawcePG5pF2GzduZOdO/3X1epYxInU006dkNU+NbXqMGNH96eQrtu3j4r99EHDfiCHRPHDdPNKTe3fkXldo5JyIiIiIiIiISCeMHhbDU18+jpseXsF7m8uOfEAbFmQl89tLp/dZYA7AzBgxYgQjRozgtNNO89lXUVHBpk2bfAJ2GzduJD8/n7o6/zXyOs+xZ+d29uzc7peQIi4uzidY1/SYNGkSMTExHTr74rV729y350A1l/79A+67dg6zxw7r1lUczRSc6yNm9iPg58ADzrlrg9wcERERERERkZAzZGAkiz4/jx89s47/LN/Rbt0B4WEkxkWREBdFYmwUiXEDmDVmKBfNSu3TwNyRxMXFMWfOHObMmeNTXldXR0FBQXPgruWIu/379/fIa1dUVLB8+XKWL/efGjxmzBi/oF16ejqjR48mLCwM8ExpfWndnnZf48DhOq689yP+esUsTs9M7pF2H20UnOsDZjYL+DFQHey2iIiIiIiIiISyyPAw7rh4KqdnJvHB1jKiI8NJjG0ZhPM8BkdHHNWZbyMjI0lPTyc9PZ3zzjuvudw5R2lpKRs3bvQZcbdp0yYKCgpobPRPnNEV27dvZ/v27X5r20VHRzNp0iQmT57MkJSx5Bc0eta3GzaKsOhYwsOMhlYJOKrrGvniv1dwx0VTuXTO6B5p39FEwbleZmbRwL+Bh4HTjlC9T2m9QREREREREQlFZsaC7BQWZKcEuyl9zsxITEwkMTGRE0/0TfRQU1PD5s2byVm/ge/+6yXKdhdSV7aTun27cDVVPfL61dXV5OTkkJOT47cvLGYIaRMmMSRxNNsbhhA5bCQRw1KJjB9BQ0Qk335yLaWVtdx48vheD5zW1Dewv6qOsqoa9lXV+jzKqmrZtbuoV1+/JQXnADM7EbgVmA/EAVuAR4C7nHPdHe12OzAC+BHwfjfPJSIiIiIiIiLSJVFRUWRnZ5OdnU1cxvF85ZGVgGfwTmNVOQ3lu/jyjGj2797Gpk2beny0XeOhA2zJWQ60miZrYUQMTiRi2Ci++/ooXpgzja9deBIZGZN9psl21+PLd3DfkgJ27T9MRU19u3UbDh3okdfsiJAKzplZBHANcBuQSgfWdzOzbwN3AgYUAZuBKcAvgEvM7FTnXJd+ImZ2EvBN4DLn3O6jebisiIiIiIiIiISOc6amMHfcUJYV7sfMCI8dSnjsULYMT2TRrV9vrtc02q4pWNfy0VNr2+EaqT9QRP2BIqoLVvLiiud58R+/ADzTZCdOnNg8hbflIyEhoUMj7Jxz/OH1fP74Rn7PtLeHhUxwzswuwTNKbXInjvk08GugEbgSeNw512BmxwBvADOBe4FLu9CeOOAB4CHn3OOdPV5EREREREREpLeYGf93bjbn/3UJLVe9entTCW9tKubUyUmA72i7lprWttu0aRN5eXnNAbu8vDw2b97cQ5lkPdNk161bx7p16/z2xcfHM2nSpOZgXdPXkyZNYvDgwc3t/NVLG/nnO1t7pD29IWSCc8CvgIl4pqMmAWe0V9nMIoE/eJ/+wDn3aNM+59xHZnYt8ASe0XOznHMrzSwKGHqEdjQ450qAu/CMxru5KxcjIiIiIiIiItKbpqYO4ZJZqTyxYqdP+e0v5HLCxAQiw9ueTtpybbsTTjjBZ19dXR3HfP8xdm3bQt2+XdTt20ndvt3E15ZQtLf97K2dUV5ezrJly1i2bJnfvuTkZCZNmkRFVCLb6gcTMXQkkcNGERE/grDIqB5rQ08IpeDcHcAK59xqM1vUgfoLgHF4MqjeHWD/03imuSYDVwArgROB1wLUbWmbmX0FuB44C6jxJoUAT7Au3Pu8zjnX0IF29ilNvRURERERERHpP779qcksztnDodqPQxRbSqp4+MNtXHt8WpfOmbu3in0Rwxg4YRgDJ8wFYMqowbxw84lUVlaSn5/fPNouLy+PvLw8NmzcRGXFwR65JoCioiKKigIndYiIS2DYyLEkjBrHyDFpjEkb78kwO2kCyfFxDIsdQOPhA2T/ucea066QCc455/7VyUOa8gwvds5VBDhfo5m9gCfIdpy37HU8AbZ2mdmb3nqvBNh9lffxeWBRJ9ssIiIiIiIiItJjkgZH85VTJ/KbVzb5lP/+9XwumDmK+JgBnT7nizn+o+POmToCgNjYWGbOnMnMmTN99jvnWLGxgC/8+Xl2FGylft9O6vbvpn7fburKd0ND+wkcOqO+opTiTaUUb1pBbovysLAwxowZw6RJk0hNTe2x1zuSkAnOdcEs73Z5O3Wa8v6O6uS5vwoMDlD+DJ4ReD/HkxH2k0cD50RERERERET6letPSOORj7Y0xYDbAAAgAElEQVSzq/xwc9mBw3X86Y3N/N95WZ06l3OOF9cFCM5NGdHucWbGnMzxvHbnjdzw4HJW7yj/+JyNDdQfLKF+/26G1ZdxzLAa9u4oIC8vj8LCQlzLRfO6obGxkcLCQgoLC3vkfB3Vn4Nz47zbwGMcPcq825FmFuac61DuYOdcbqByM6sBSpxzH3a4lf7n8BvlF6haR87lLMDccU1rFREREREREelXoiPD+cE5mXzlkZU+5Q99uI3rThhH6tCYDp9r3a6D7Nh32Kcsa8RgxiUM6tDxiXFRPP6l+dzx0kbue68AAAsLJzI+hcj4FA4Dy6MiuPPmaSycNoLq6mq2bt1Kfn4+63M3cv/LH7CjYAv1+3fTULmvw+3ugAIzazcK6JyL68qJraeii58k3jXnrgEecM5d20adaiAKWOice7GNOmcDTftSnHPtBfI60q5C4O222tTBc3Q0ONf8ro+JiQm4llxjwngOb8vxKRuUMg4qSrraPJF+r6qqikGDOvZHR0R6hvqdSHCo74n0PfU76W1DLvopkSMzfMqqN7xN5Rt/6/A5YuZfTszsC3zKqj54lMMr/tvp9gyYMI/Y075MWFTg4ODhNS9R9d5D0FiPRUYz+NzvEDnq46yyjbWHqd+/h9q9eVR+8BgNVeU0NjbS2NihsVetVQEKznVUB4NzlXgCWOc7555vo855wHPep3HOucqeb23PM7NEoLjpeXFxMYmJiX715i28gmUvPupT9uyb73P+qfN7vY0ioSo2NpbKyqPiV4VIyFC/EwkO9T2Rvqd+J71teeE+Lvn7Bz5lZvDy109icsqR407OOU757dtsKzvkU/7mt05mfGJsl9pUWFrFTQ+vJHdP4GQR01OH8MuLpvKj/65j1fZyv/0jh0Tz8A3HktZq5F55eTn5+fnNySmavs7Pz6e83P88QJJzrldGM/Xnaa07gcl4srG2Zbh3e/BoCcyJiIiIiIiIiHTFnHHDOCMzidc3NI/3wTn4zSubuPeaOUc8fv3ug36BuYyUuC4H5gDGJQzi6ZuO46fP5/Lo0u1++9fsPMDCPy0JeOyYYTE8csMxAaflxsfHM3fuXObOnetT7pyjrKyMpUuXsnDhwi63uzMCLDrWb+z0bpPaqZPg3e7u5baIiIiIiIiIiATdtz+V4bcc/esbilheeOT12wJlaV04tf1EEB0RHRnOry6ayu8/O52BkeEdOmZC4iAe/9L8Tq2XB57EFAkJCX5Bu97Un4NzO7zbee3Uacrr6x+aFREREREREREJMZNT4rhw5ii/8jtf3thuVlTnXMDg3DnTuh+ca3LhzFSe++rxTExqfyRe5ojB/OdL80kZEt1jr92b+nNw7h3v9iwz85s4bWYRwNnep6/2WatERERERERERILom2emMyDcN2S0rHA/b20qbuMI2LCngsIAU1ondGNKayCTkuN47qvHBwwggmcNukdvOIaE2Kgefd3e1J+Dc/8FKvBkbL0pwP6rgKFADfBYH7ZLRERERERERCRoUofGcNWxY/3Kf/3yJhoaA4+eCzRq7uwpPTdqrqWYARHc9Znp/OqiqQyI+Di0NS9tGA994RjiYwb0yuv2ln6bEMI5t9/MbgfuBH5pZluBp5xzjWZ2AtCUJ/gu59yuoDW0A8ysonVRR44bXOcf8Q6rDpiRRERERERERET6ka+cOoHHl++gsqa+uWzj3gqeW7OLC2em+tRta0rrwmkpvdY+M+PyeWM4cVICL+XsJWlwFOdOG0l4WIdCIl1RYGbNkUnn3JHT13ZQfx45B/BbPKPiwoDHgV1mlgO8C0QDTwH/F7zm9a6hNf55LsKrj7zAo4iIiIiIiIiEtuGxUdxw4ni/8t+9mkdNfYNP2ca9FWwtrfIpS0+OZWJSj8Wv2pQ6NIYbThrPp2eM6s3AXK/q18E551wjcAXwBWA5MBhIBd4DrgUudc7Vt3mCTwjnXFzLB5AW7DaJiIiIiIiIyNHt+hPTGD7Id4rozv2HefQj37yZLwVKBNEDWVo/YdJaxV56TEgG55xz1zrnzDl3bQfqOufcv5xzc51zg5xzQ51zJzjnHnDtpSEREREREREREQlhsVER3HzaRL/yP7+5uXm6q3OOxf0jONdrQjI4JyIiIiIiIiIi3XfFMWNJHTrQp6ysqpZ7390KQF5RJVtKfKe0TkyKJT2596e0hgoF50REREREREREJKABEWF8a0G6X/k972ylrLJGo+Z6gIJzIiIiIiIiIiLSpk9PH0VGiu9IuKraBv7y1uaA680tVHCuUxScExERERERERGRNoWFGd85a7Jf+YMfbCO/uNKnbHziINKTY/uqaSFBwTkREREREREREWnXqZOTmDdumE9ZQ6N/Hs2FU0dgZn3VrJCg4JyIiIiIiIiIiLTLzPju2f6j51rTenOdp+BcCDCzipYPoCDYbRIRERERERGR0DJ77DDOyExuc//4hEF+a9OFkIJWsZceo+CciIiIiIiIiIh0yHfOmkxbs1bPnpqiKa1doOBcCHDOxbV8AGnBbpOIiIiIiIiIhJ705DgumpkacF+IT2lNaxV76TEKzomIiIiIiIiISIfdcuYkBoT7hpTGDY8ha8TgILXo6KbgnIiIiIiIiIiIdFjq0Bhu/VS6T9l3z8rQlNYuigh2A0RERERERERE5OjyxZMmMCExljU7yjlhUiLz0oYFu0lHLQXnRERERERERESk007PTOb0drK3SsdoWquIiIiIiIiIiEiQKDjXj+0alOVXVhc3OggtERERERERERHpnxSc68fqbYB/YXhk3zdERERERERERKSfUnBOREREREREREQkSJQQIgSYWUXroqA0REREREREREQkNBWYmWt64pyL66kTa+SciIiIiIiIiIhIkGjkXAhoHa01s0SgOEjNEREREREREREJNWnOuZLeOLFGzomIiIiIiIiIiASJgnP92MCG1kvVgdUdCkJLRERERERERET6JwXn+rGkw1v8yiKq9gahJSIiIiIiIiIi/ZOCcyIiIiIiIiIiIkGi4JyIiIiIiIiIiEiQKDgnIiIiIiIiIiISJArOiYiIiIiIiIiIBImCcyIiIiIiIiIiIkGi4JyIiIiIiIiIiEiQRAS7AdJ9ZlbRuigoDRERERERERERCU0FZuaanjjn4nrqxBo5JyIiIiIiIiIiEiQaORcCWkdrzSwRKA5Sc0REREREREREQk2ac66kN06skXMiIiIiIiIiIiJBouCciIiIiIiIiIhIkCg4JyIiIiIiIiIiEiQKzomIiIiIiIiIiASJgnMiIiIiIiIiIiJBouCciIiIiIiIiIhIkCg4JyIiIiIiIiIiEiQKzvVjxdFpfmX1g5KD0BIRERERERERkf5Jwbl+7HDEEL8yFzkoCC0REREREREREemfFJwTEREREREREREJEgXnREREREREREREgkTBORERERERERERkSCJCHYDpPvMrKJ1UVAaIiIiIiIiIiISmgrMzDU9cc7F9dSJFZzrB0pLSwOW19VU+5UdKN9PSUlJbzdJJGQ559SHRPqY+p1IcKjvifQ99TuRvtNWLKU3mHPuyLXkqGJmGcCGYLdDRERERERERCREZDrnNvbGibXmnIiIiIiIiIiISJAoOCciIiIiIiIiIhIkmtYagswsHDjgfToH2AeE0g+6wLtNC2orek8oX18oXxvo+o5moXxtENrXF8rXBqF9faF8baDrO5qF8rVBaF9fKF8bhPb1hfK1QWhfXyhfmwFbvV/PAfKdcw298UJKCBGCnHMNTRlEems+dDC1uLaQXAk1lK8vlK8NdH1Hs1C+Ngjt6wvla4PQvr5QvjbQ9R3NQvnaILSvL5SvDUL7+kL52iC0ry+Urw18rq9XYyua1ioiIiIiIiIiIhIkCs6JiIiIiIiIiIgEidacC1FmVgHgnIsLdltE+gv1O5G+p34nEhzqeyJ9T/1OpO/1Vb/TyDkREREREREREZEgUXBOREREREREREQkSBScExERERERERERCRIF50RERERERERERIJECSFERERERERERESCRCPnREREREREREREgkTBORERERERERERkSBRcE5ERERERERERCRIFJwTEREREREREREJEgXnREREREREREREgkTBORERERERERERkSBRcE5ERERERERERCRIFJwTEREREREREREJEgXnREREREREREREgkTBORERERERERERkSBRcE5ERERERERERCRIFJwLMWZ2opk9a2bFZnbYzNaZ2Q/MLDrYbRM5GpnHp8zsPjP70MwOmtl+M3vXzC4/wrHTzOwhM9tjZtVmlm9md5pZfF+1X6S/Ub8T6Tlmlmhml5nZvWa22cwqzOysNurqHlSki8wswsxuNLM3zGy3mR3w3nfeZWYJRzhWfU+kF3T1ntLMxpnZ381su5nVmNk2M7vbzEa1e5xzrmevQILGzL4N3AkYUASUAFO8u1cBpzrnDgSpeSJHHTMbDSwCTvMWFQDlQCbQdMPzb+A651x9q2MvBx4AIoEDQCGe/hgObANOdM7t6N0rEAkdZjYSz9+yJADnnAWoo34n0gPMbBDwM+CrwABv8S4895c3Oec+alVf96AiXWRmw4C3galAPZCH5+/WJDyDafYDC5xzywMcq74ncgRmFgFcA9wGpAIPOOeuPcIxXbqnNLNTgWeBOOAQsAnIAqKAfcDpzrnVgV5TI+dChJl9Gvg14IArgFHOuanAsUAVMBO4N3gtFDkqHQDm4rlhmuKcG++cm4Xnl+3X8dxAXQ18qeVBZjYHeBDPL/NbgSTn3Aw8Qb09wFjgKTPT72CRDjCzSOAxvIG5Nuqo34n0AG8g/D3gm8Bh4Jd47iNHO+dmBwjM6R5UpIvMzICH8ATmXsHTz7KdcxnAOOAjYCjwsJkNaHWs+p7IEZjZJcA6PH0htYPHdOme0szGAP/F81nx90Ci97PjWG8bhgHPmVlMwNfVyLmjn/dDSx6eX+Dfc87d2Wr/JcAT3qeznXMr+7aFIkcvMzsO+Mg51xBg31+Bm/D8lzLZeX+hmtkS4Hjg7865L7c6Zh6eGy2Ai5xzz/Rm+0VCgZn9Gvg28DJwFviPnFO/E+k+7weG/wFzgPXAhc65/Hbq6x5UpBu8szS24wmmjXbO7W+1fyLQ1AfnNo2eU98T6RgzywcmAo/g+SfvGRxh5FxX7ynN7CHgSuAl4FznXGOLfeOBNUAs8E3n3O9bv67+exwaFuD5xVwN3B1g/9N4hjmD578qItJBzrn3AwXmvB73bhPx/ifGzLLx/DIH+F2A8y0FlnqfXtmDTRUJSWZ2Pp7A3B7ge23UUb8T6Rm34QnM7QCOay8w56V7UJHumePdbmodmANwzm3GMxUOYHyLXep7Ih1zBzDTOXclnuUZ2tXVe0rv9PTPNB3XMjDnPW4r8GLr41pScC40nOfdLnbOVbTe6X1jvOB9elyftUok9JW1+Lppul1Tf1zhvaEK5HnvVv1RpB3e/zI+iGfKzvV4ppoHon4n0k3e6aw3e59+xTl3sAOH6R5UpHsqvduJZjaw9U4zS8QzFQ5gQ4td6nsiHeCc+1dba7y1oav3lAvwTIMtxjMCvb3jZptZVOudCs6Fhlnerd8ioS3keLftZggRkU7JbvH1Ju+2M/0x2TstQURa8WaZewIYAvzIOfdSO9XV70S673I8yY7WAS+Y2Zlm9jcze9HM7jGzrwTIUKd7UJHueQfYCwwG7jez2KYd3r9Vf/Y+fc05l9PiOPU9kd7R1XvKpuNWtU4UGOA4gJGtd0Z0uInySTbOuy1qp07TCJ+RZhbWepiliHTJQu92k3Ou6T+f47zbjvTHMCAFz/QhEfH1Bzw3Ok8BvzpC3XHerfqdSNc1/U1bimfEzTkB6nzfzK51zr3ufT7Ou9U9qEgXOOdqzOwyPGtUfRY40cz+DWwGbgRmA0uAy1odOs67Vd8T6VnjvNvO3lN25jjwLIlU0HKnRs6FhsHebUfeCBF41scSkW7wZvG52vv0Ny12daY/QoD/moj0d2bWlAV5PXBtU7KVdqjfiXRf09pXl+HJVH4Dng8dKcCleD58jAKeMbOmjHe6BxXpJufc/4BpeNZWHQl8F7gHT2BuNZ5F5/e1Okx9T6R3dPWestv3ogrOhYamYZPh7dRpOUqyqhfbIhLyzGwQnpsmgI3AAy12qz+KdIN3Id6/A+XABS1GpbZH/U6kG7xZWuO8T6uBY51z9zrniryPJ4F5QAWeTHNNo1nV90S6ycxm41mLagSezKy/Bd4GGoEZQKGZfbbVYep7Ir2jq32r231SwbnQsNO7TW6nznDv9mAHP+iISABmFg48jOdm6RBwRat1BTrTH6EDWYNE+gsziwOexLPu1WXtLMTbmvqdSPcMafH1r7xZ5Xw45/YCf/U+PcW71T2oSDeYWTrwBpAB/BLIdM592zl3KpAJvAnEAI+Z2aktDlXfE+kdXb2n7Pa9qIJzoaHpjZDUTp0E73Z3L7dFJGSZmeH5b+anvUWfc86talWtM/2xGs/oIBHx+D88H1BqgDvNbHXLBx+noKdF+Y2o34l0VzFQ6/16Qzv1mjLepXqTQ+geVKR7bsMTHH8bT/KjhqYdzrk84Hw8szTA8zeyifqeSO/o6j1lZ46DAP1SCSFCQ9Oi1vPaqTPTu93ey20RCUnewNzPgW94i77lnHsqQNVO9ccOrKUl0p80rYkzEJh+hLpN+1smd1C/E+kC51yDmW3BM1JnTDtVm0aKN+D5UKJ7UJHuOcW7XRzob5NzrsrMngR+xMd9CdT3RHpLV+8pm46bZWYRbWRsbTquGihpvVMj50LDO97tWd4pQT7MLAI42/v01T5rlUhouQ34offrbzvn7mqjXlN/nG5mk9qoc553q/4o0oJz7lrnnLX1AE5tUbep/DbU70R6Qq53e3I7dbK9203OuWp0DyrSXQNbbQM54N2WtihT3xPpHV29p3zXux1Oi/vVNo57PVD2ZAXnQsN/8SzQGwXcFGD/VcBQPNOEHuvDdomEBDP7MR9PJfi2c+637VR/Byj0fv3NAOc6BZjqfbqoZ1oo0u+p34l03yLv9lIzy2i905s04kbv0ye8W92DinTPUu/2s2YW1XqnmYXx8Qf6D1rsUt8T6R1duqf0rtXaFKC7xdt3Wx6XCZzpfXp/oBdWcC4EOOf2A7d7n/7SzC5tejOY2QnA37z77nLOaRFskQ4yj9uAnwEOuOkIgTm8a4V81/v0RjP7uplFes+XATzu3feoc25F77RcpH9RvxPpEYuBl/F8PnjTzOZ7l3TAzBLwBANG4PnQcifoHlSkB/wRzz1mNvCEmY1o2uFd1/EfwEl4Mjve2bRPfU+kd3TznvK7eLIsn41n7eSB3uNG4PkbGg28DzwT6LVNy66EBu8v44eBy7xFe/EMfZ7iff4Unsx3geY+i0gA3hFzP/M+3Q+sbaf6y865O1oceyfwnRbHFgLT8KTXfg84S5mzRDrH+9/Kt8AzrTXAfvU7kW4ws6HAC8Bx3qISPPeU2XiCdhuAS51z61sco3tQkW4ws1vwBN4i8Xywz8ezvmO6t+wAcI1z7tlWx6nviXSCmS0CrgEecM5de4S6XbqnNLOvAH8GDE9QfSOePhnl/fo059yegK+p4Fzo8P538zo8Uw6y8GTdWg/cAzyoBbBFOsfM3qb9tXda8vslb2YXALfgWfzTgDzgQeBu51xdz7VUpH84UnDOW0f9TqQbvGtVXQdcjWfqTjRQADwN/NI5VxXgGN2DinSDmY3HEwiYiSco1wBsAv4H/NY5t6+N49T3RDqoM8E5b/0u3VOa2cl4RtEdi+dv6FY8I+5+F+hvaPNx6q8iIiIiIiIiIiLBoTXnREREREREREREgkTBORERERERERERkSBRcE5ERERERERERCRIFJwTEREREREREREJEgXnREREREREREREgkTBORERERERERERkSBRcE5ERERERERERCRIFJwTEREREREREREJEgXnREREREREREREgkTBORERERERERERkSBRcE5ERERERERERCRIFJwTEREREREREREJEgXnREREREREREREgkTBORERERERERERkSBRcE5ERERERERERCRIFJwTEREREREREREJkohgN0BERERERD65zOwbQDyAc+624LZGREQk9GjknIiIiPgxs0Vm5ryPs4LdnlBjZm+3+P6O6+Sxt7U49sbeaaGIj28AP/E+REREpIcpOCciIvIJYmbTzexuM3vTzHaaWbWZFZjZe2b2gJmdZ2YDgt3OTzoz+72ZHTSzJ8xMMwXkE8fMLjezUjNbaWajg90eERERCR4F50RERD4BzCzFzB4BVgNfBk4FRgFRwDjgOOBzwHPAFUFq5lHBzDLxjPSJAy4Bzgxui0QC+gMwHJgJfDXIbREREZEg0n+SRUREgszMBgNvARneog3A3cBG4AAwEUgHzgKmAk8GoZlHk/1AIx//E7IxiG0RaUsJkOT9Wu9RERGRfkzBORERkeD7CR8H5v4DXO2cq2uxf5l3+1MzS3XOVfZp644yzrm9ZvZn4AvAi8DrQW6SSCC/wBOE3wr8NchtERERkSBScE5ERCSIzCwMuMb71AE3tQrM+XDO7eyThh3lnHPfwDO1VeQTyTn3KPBosNshIiIiwac150RERIIrAc+6UwAlzrl9wWyMiIiIiIj0LQXnREREgusg0OD9OsnMRnblJGZ2m5k57yPJW5ZgZreY2RIz22VmNd7t42Z2tplZJ18jy8z+amb5ZnbYzArN7Ckzm9mJc2Sa2a/NbI2Z7fOeZ4uZPWZm57TVJjMb1+L6vuctO97MnjWzvWbmWtUvbKrfgTalm9nPvd+n3WZWa2YlZrbK267LzCyq1THhZnahmT1qZh+aWZE3s+42M/uPmZ3V0e9JTzCzsWZ2p5nlmlmV9+f8kpmd0oFjo8zsGjN70sxWmFmZmR3y/lzuN7Njj3B80/f6Ze/zNDP7uzfLcGPLNpjZi96667zPw73f39e82YkPmVmOmf3IzIa0ep10M7vPu7/KzLaa2b/NbGwnvk+zzewPLd5/td7v1atm9g3v+o/tHZ/rbf8q73Mzs1O875M87/s53zyZlScc4VyLWrynTzlC3WHe9j3vfY8dMk824lzvz/lmM0vs6Peh1bmPM7N7zWyzt/2lZrbczH5sZimdPFek9730nJltN8/vnGIzW+r9mSZ38DzzzOwe73uw2sz2mNn73u/BEG+dt73fu80Bjj+lxff2Mm/ZQjN73fv+LuyD9v/FzDZ4f06V3vfHv8zs+I6cQ0RE+hnnnB566KGHHnroEcQHkINnSqvDsz5aTBfOcVuLc0wAzgaKWpQFejwHDG7jfIta1Dsb+CFQ1865fg9YO+0LB34N1B+hTU8Fun48GWub6nwPT0bbxpbHtqpfGKi8VZ0hwAOtzxPgUQlEtzhuClBwhGMc/H975x7213Tl8c8KIVG3NmmJEKEYd3WJS10a96JlUPcal95Q7cPQdjp9aKraus/oxLjfikqrBA3RoZ5EUSrSQcQ1aVwrJkxQmRKx5o91fn47J+fy+73v7837vnw/z7Mf+3fOOmuvffY+J856196LS4EBJW1PSuRGdmOsjwGOzmwss+NXwMASXTu1ME/eB06tsKdxr+8AtgFez10/OpG9JTv2ApFN9/aKdqcBKwMGfLdi7swDDq65Zx8HbmhhzF4HDqvQ80gm9ywwOJs/ZbrmAydV6Lqq6B7lZAYA368Z30bZts15tAxwXY3O14BdaO152pRIYlOnb88KHYOAy2t0zAQ2oPkMTSvQMzqRPxj4aU7HrB6yv25ONMoFwBLtjJeKioqKyoe7aM85IYQQovc5A7g2q+8MPG4RHTbe3d/tgr69gHOJD/trgfGEM2Q9YHvCmTMA+CJwh5mNrmnnBGA34FHgfMJpsnp27KuJzEzgP/IXm5lldhycHXqQcAo8SjhW1gWOB7YE9iOcQQdU2LMxcBDwDnAmkel2XoX8IpjZMOAeIhMuhPPjSuC/gccJJ8HqxEe+ufvfk8ufI7JsziI+xKcTzrqVgVHAicCyxL15BBjbjm1tsh+wa2bLvwAPA58EdiDGZAngQOBF4KSC6xt9mUaMyVPA88AahKPt28QexT8ys6nuPqHClmWAcYQj7Coiq/DLxL1p0JhnDZk9iPG7kJijo4gEKUMIB8yFwJ3EOL9AOFmmZvZ9Jev7YODqzL6n80ZZRJLeR3OsZwE/JxKtzAPWJObm/pld15rZcHc/q6CPDftXAC4Bvgz8mXguniAc4/sQ83NJ4Bwze8bdby2/bcWY2ZLEPdwnOTwOuJ94dt4BRgCbZffhgTZ0Lw38F9CI4poHXEQ8mzOzfhxA3JObCAdplb5RwN3EvP87kejiQeAZ4BOZfSdm9ZvMbDt3n1LQ398SzkCAt4n3yYPEPFqPcEZvncm9kcmlz2YRewKHE1mcfwL8kdz7okP2L0U4qHfIDv2OePc+RrzTNiGeyXWB4zIbvlNjuxBCiI8Kve0dVFFRUVFR+agX4sP3EhaNrpgD/DuwXgs6xiTXLSCcTduVyO4IvJrIjymQuSpny2UURHoARyUyrwODC2SOS9sq0bNUrs0tcudH5ux5B9is4n7MasgWnFsSmJLo+j2weptjtllRP7JzGxEf3o0Iq6L+TkraH9lm2+lYOzCRJLIvkds1mwuNKK5VS/RtQUnUI+EsbrRzd929zspxFbb/Mid7fr5twjGURorNJxwcQwrG8deJ3BUlz9bkRGYC8PES2/alGR36PrBjgcz9dc9F1uapicz0ovtLTeQcEY2aRovt0M48qZlD5+bsW79Ebm9yEbMFMstm9jkwA1i7RNdWhIPMgQkF509P2pkGrFMynj/LjcG9BXKjczJzgBEldnXK/rOS9r5SMubLEQ48Jxy9wzs1pioqKioq/bv0ugEqKioqKioqH3x0fhmYm/uo/Nn8bSMAAAyoSURBVMAxAmxTcf2YnPxBNe0dmMi+SW55a85x8EjeAZGz+6FEdo/c+cE0l01OKPpgTWRXSPp/Q+7cyFz/Tqvp36wKZ8LXEz0z6MIy4hbGM71/2xecn5ScH9mm7nSsXwGWq5BNl3Ie28W+pLYu4uBgYefcPTVjnC75e6xiXp2XG+9CRywRhdSQeZXcMmIi8qtx/i/AUjV9PS2R/1PB+dTR93iF/UsBLyWyizjYqXDOAeuzsGN1ww7OzVUJ57ZnbWxUI/+DdCwKzp+YnN+yRlfqtNwwOb4yTYf2AmDjCh2Wm5OTCmRG5+bP0RX6OmH/sOSejq3RsSbNJdpnd2pcVVRUVFT6d1FCCCGEEKIP4MG1xDK1Y4jIrpQdgXvN7EdmVvfv9wxiOVwVNxDL8SCiOXaqkL3E3RcUnXB3J/Y0azAqJ7InsWwS4qPVyxpx9zeAP2Q/R1fYAxGB1VW+kdS/5e5tLYmtIksQsCLhNGuwZqf0F3CNu79Vcb5qbCoxswFmNoRwMjVYo+ayX1aNMeGQaHBF2bwiohkbvODuUwuVuT9JLCeFWM67ak7kyKT+Q69fJn4ezeWSo8xsrdz51P4LK56Ld4kljQ3auvdE5FXjOf83d5/W5vVVHEg4DwGudvfHauTHsnC/8xyd/fdBd/9Tja7bkvrncjYNzuq/cPdHyxRk8+v8mnZS5hN7WZbRCfsPpXlPK5exu/tMmnN2dE17QgghPiJozzkhhBCiD+HubwIXAxeb2SbEvmVHEkuvBhCRG68Qe3GV8bsKp0ejHTezycQm6BBLG28uEV8kG2KO55J6PmPk6KQ+0VpPEDvUzFZ097kF597KnDJtY2ZDiSWpEB/td3ZFT6ZrCeDzxB5/WxJOyJVofqQ3GN7VNlqgO2PzAdkeZPsQ/dmU6MunWPT/Fev6UufcSHmi4txfkvqsGj2N/RQBhhJ75jX2OkydzhPrDHL3udlzsXd2aFvK73GV/dDivS9ht6Retc9fV0jvyd11wu7+hpnNJfbjW4jsedow+7mVtZAdOWHtpL5zUp/UwrVPtdHOk5njfxE6aP/opP5EG++5tetFhBBCfBSQc04IIYToo7j7I8C3zOwc4BoimQPAWWb2K3d/veTSv7bYROrgqnIevFOjZ05SXy53bkSLthRRFiE4p+R4K6SRVU+6+/yuKDGznYkN9PORVUXknXWdpDtjA4CZHQKcA6zSQnt1fWlnbKo28k+jGd+v0TM7qS+f1FckklRARMO1alvq+BlWIdfte1/Bakn98TavrWOhZ6DFa8oiDlcrOd4K6fOd6mnFpnaiXavGvVP2d/U9p1VMQgghADnnhBBCiD6Puz9nZvsSH+krEVF0m7Lw0r+u8LGk/nY39FRFmwxO6gcQG723yv+WHK9z1lSR2tNyeEuKmR1IZM1sXP8gsYTxAWJj+beIvc4u67qZHaMyEsjMTgbOTg7dCdxO9Ol5oi8nA6e02F53xqarlLW5dBf1DUrq3Vny3E4UVp7B9SJdZpmk/n8tXlP2rKR2TiaW5LfKa0k9dV6+2YaOVqiak52yP9XzWcrfXXnea6M9IYQQH2LknBNCCCH6Ae7+mpndARyRHdqAcudcqx/2/5DUX+6qbTWkUSvLdHU5agdJo6zWNbNB7l4VwbUQZrYC4XQz4qP/OOBSd38/J1e5rLgvkO2ndmb2823gcODm/J5xZtYbDrdOMIcYowFEspHhwIstXLdRUm9FvieYTTOqaxNaWH7aBnNoLqdcm5rIvGyPyxUrdDUY0Y3new7NKNS1qF8yPKSL7RS126C79jfu6cA+8J4TQgjRz1AotRBCCNF/+FtSn10q1dxHrpRsv7TtkkOTu2pUDQ8n9a16qI12mEUzWcOSwA5tXv8FmlE+N7j7xXnHXMaggmN9jYNo/r/gWHcfX5LMoT/0ZRHc/T0imrHB9mWyDcxseZrPzwIi+2xvcH9S36XDuh9K6q3M/00oX848k8iwDLCGmX2qRK6ONAHO6BZt6gSdsr+vveeEEEL0M+ScE0IIIfoBWfRK6lx4uEwW2MPMPlOj8nBg/aw+EyjMhtkBbqa5rOxrZlbrOOxJMkfauOTQhWa2bBsq0v26nq+Q270tw3qH2r5k827XxWNOj3BNUj/DzD5WKhn8hIiyA7jN3buzv2F3uD6pn2xmG3dQd5rJ+Vgzy2e4zXNy+sOSbAeZAzRNJDM2Pd8GaTbVY82sdK+/7A8LJ3ahjUXooP3pPf3XFu6pEEIIsRByzgkhhBC9iJkNMLMzzGydChkDTgMaH+hTgBk1qieYWWEmQDPbhUgA0OCUuuyuXcXdZwBXZD8HAuOyLLSlmFlPb7txBs1omTWB35hZ6cbwuY/1NIvoTkW2mtk3gX9MDg3shq09SdqXXfNOiez3mTSz20Lf7UsZl9NcIjkCuNbMirKODjCz44FvZofeAb6zeEws5Fbgvqw+ELjJzD5bJtyOQ8nd/0BzSfwg4Mai+W/B94BDc6fyc/50mskxDgDGZNl/S20teG4m04xSHAzcbGaLJCjJHHOX0cyw2gk6Yf89wF1ZfUXg12a2ZlWji+E9J4QQoh+hfxSEEEKI3mUb4HvAd83sNmIj/qcJ59vywDrA12k6SN4Eji5ZfthgOhEVN83M/pPYr+qV7NjngKMS2UtZOEqnJziBsH8zoj9Tzexq4oP8KWLj/GFEJNduxN5gm/eUMe4+28z2ByYSy/V2B54ws4uJiMSniOipNYhlf8sD+2aX/x74HyK77eaEE+HnxObwawFHAp8nxu/T2TVpBtG+xHjC6bs04Uy80syuIpIgrAscC2xN/+hLIe4+38z2JpaJfpLo55ZmdgHh5P4b8BngYJqRqQuAg9z96V4wGQB39yzxyB8Jp+KngfvM7DriuWnsEzeSeK72MbMN3L0sq2qeI4jlrcOALYE/m9klxD15gRj/bwDbEvtRTgYOya4dBHyQ5djdZ5jZUcB1xF6MpwKHZvqmAy8BQ4GVif38vkS8836T6HAz+6es/aGZTVPM7NzsHrxH/HHiBGK/zbtoLvdtNalFIR20/3BiGfXqxHt9evZOabzTlyLu9whgL2LupU58IYQQH2HknBNCCCF6l9WANwhn0BeyUsY04DB3f6xG5/XEUtIfEx+zJxTILAB+BoypcfR1G3d/28xGAxcRUTgDCAfhUWXXmNkQd3+t7HwHbLrbzLYlPsjXITLX/nOJ+DwzG+ju87PEHF8llsYOJj6y98rJTyDu+bPZ7xXog7j7M2Z2AjAWWIJw2ByRE7scuBK4N/vdJ/tShbs/a2ZbEGO9HbAKsXy1iGeBI9z9/pLziw13f9nMRgFXAXtkhw/LShGbE46sVnS/lEXijSeck0OA7xeIPkFEk30tObY0kcU31Xe9mc0l5spKhKP6rAoTtmfhpaCNrNTbAbcQyWqGsXCEb4NriHfX9Ox3q5lRS+mQ/a+Y2VbAL4g/MiwNfLtCx1wzW6KnopaFEEL0L+ScE0IIIXoRdx9nZrcA+xMfdCOzMoyIrHiFiMYYT+yB1dKHnLv/1MxuB44hIkxWIRx2s4A7gQvc/dlyDZ3F3d8CDjOzs4nostGEY3J5IhLt5axMBW6jAx/cLdg0xcw2APYjIli2Jj7MIbJ0vkg4RH9Lc9883P3WbA+wU4iopbWyPkwlnFkTiAicd4lomT7r0HL3i8zsISISaBMiquevhJPnYne/J7e8sM/2pQp3f97MdiCesUMIJ90wYoymZ+VO4KZsH7I+gbu/CuyZOdIOIyJfhwPLEOP0IuFQnEjM1XZ0z8qclocS92Qz4BPAq0T06HXAOHefl1s1W5ggxN0nmtkaxH6We2X6hhJRb43nexYR9XZHiY6nsmfrKCJhyUbEO+IlIqruEne/y8x2Ti7rSKbpDtk/G9g9m2uHEpG3qxDjNTvR8wDxnuivmZCFEEJ0GOvhP5YLIYQQYjFgZmOAH2Y/T3H303vRHCGE6DHM7ETgvOznl9z9xip5IYQQoq+jhBBCCCGEEEKIfoGZDSKibyH2m5vUa8YIIYQQHULOOSGEEEIIIUSvY2brZxlZy84PAi6gmbn6sp7cm1IIIYRYXGjPOSGEEEIIIUSvkjne7gPeNrNxRDKKWcDrRCbnDYDjiT33AB4BfrD4LRVCCCE6j5xzQgghhBBCiN5mI+LbZDhwUo3sjcBxWaIZIYQQot8j55wQQgghhBCiV3H3h8xsGHAw8EUim/NqwHLA88BzwONEFtkprqx2QgghPkQoW6sQQgghhBBCCCGEEL2EEkIIIYQQQgghhBBCCNFLyDknhBBCCCGEEEIIIUQvIeecEEIIIYQQQgghhBC9xP8DNUNBna0sYLcAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "image/png": { "height": 470, "width": 627 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = clm.plot_spectrum(legend='Orthonormalized', show=False)\n", "clm_ortho.plot_spectrum(ax=ax, linestyle='dashed', legend='4$\\pi$ normalized')\n", "ax.plot(clm.degrees(), power, '-k')\n", "limits = ax.set_xlim(0, 100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The method `degrees()` was here used to return a *numpy* list of the degrees from 0 up to the maximum value of the coefficients. As you can see, the power spectrum of the random realization follows closely the input expectation spectrum. Furthermore, the power spectra are seen to be independent of the chosen normalization." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, let's expand the data onto a grid and plot it. We first use the `expand()` method, which returns a new instance of the class `SHGrid`, and then plot the data using the built in method `plot()`." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 331, "width": 627 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "grid = clm.expand()\n", "fig, ax = grid.plot(show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*pyshtools* makes use of three different grid types. The default is to use `grid='DH'`, which is an equally-sampled grid in latitude and longitude that conforms to *Driscoll and Healy*'s (1994) sampling theorem. If you would like a grid that is oversampled in longitude by a factor or two, such that the number of longitude bands is twice that as the number of latitude bands, use `grid='DH2'` instead.\n", "\n", "The third grid is constructed explicitly for use with Gauss-Legendre quadrature integration techniques. This grid contains about half as many latitude bands as an equivalent DH grid, but the latitudes are unequally sampled at the zeros of the Legendre polynomial of the maximum degree of the coefficients. The following commands show how to expand the spherical harmonic coefficents onto a GLQ grid, plot it, and output lists that contain the latitudes and longitudes (in degrees) for each row and column of the grid:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 333, "width": 628 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "grid_glq = clm.expand(grid='GLQ')\n", "grid_glq.plot(show=False)\n", "\n", "lats = grid_glq.lats()\n", "lons = grid_glq.lons()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you ever forget how your grid was constructed, the `info()` method provides you with everything you need to know:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kind = 'real'\n", "grid = 'GLQ'\n", "nlat = 101\n", "nlon = 201\n", "lmax = 100\n" ] } ], "source": [ "grid_glq.info()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kind = 'real'\n", "grid = 'DH'\n", "sampling = 2\n", "nlat = 202\n", "nlon = 404\n", "lmax = 100\n" ] } ], "source": [ "grid.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sometimes you need to set individual spherical harmonic coefficients to a specified value. For example, for planetary topography, the degree 2 order 0 term can be atypically large as a result of the planet's rotation. Let's set this term equal to zero and replot it using an over-sampled DH grid. Though we will modify only a single coefficient here, you could also provide input arrays for `l`, `m`, and `value`. When using the `set_coeffs()` method, you set the cosine terms using positive values for the orders, and the sine terms using negative orders. We expand the modified coefficients on a grid, and then plot the data with a vertical color bar:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kind = 'real'\n", "grid = 'DH'\n", "sampling = 2\n", "nlat = 202\n", "nlon = 404\n", "lmax = 100\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 300, "width": 628 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "clm.set_coeffs(values=0., ls=2, ms=0)\n", "grid_dh2 = clm.expand(grid='DH2')\n", "fig, ax = grid_dh2.plot(colorbar=True, cb_orientation='vertical', cb_label='My data', show=False)\n", "grid_dh2.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to save either the raw spherical harmonic coefficients to a file, or save the raw gridded data to a file, this can be done using the `to_file()` methods. If you want to extract the grid or coefficients as a *numpy* array, this can be done using the `to_array()` methods. Here, we will just extract the first few degrees of the spherical harmonic coefficients and verify that the coefficient was indeed set to zero:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[[-0. 0. 0. ]\n", " [-0.29989808 -0.32085104 0. ]\n", " [ 0. 0.06300036 0.17195867]]\n", "\n", " [[ 0. 0. 0. ]\n", " [ 0. 0.80448323 0. ]\n", " [ 0. 0.22521439 -0.28984385]]]\n", "\n", "c20 = 0.000000\n" ] } ], "source": [ "coeffs = clm.to_array(lmax=2)\n", "print(coeffs, end='\\n\\n')\n", "print('c20 = {:f}'.format(coeffs[0,2,0]))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculating the spherical harmonic coefficients from a grid is as easy as expanding the coefficients onto a grid:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "clm_new = grid_dh2.expand()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you need to evaluate the spherical harmonic coefficients at a specific set of points, this can also be accomplished using the `expand()` method. All that needs to be done is to provide a list or numpy array of the latitude and longitude coordinates:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[-1.2281625451237126,\n", " 1.4442220947502393,\n", " -0.07626479046637802,\n", " 0.0934326306370466]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "clm.expand(lat=[90., 10., -45., -90.], lon=[0., 90., 275., 0.])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is also easy to rotate either the physical body or the underlying coordinate frame of the function expressed in spherical harmonics. This is accomplished using three Euler angles, `alpha`, `beta` and `gamma`. There are many different conventions for these angles, so please read the documentation before doing this blindly! Here, we will rotate the point at the north pole to 60 degrees north latitude and 180 degrees east longitude:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 331, "width": 627 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "clat = 60.\n", "clon = 180.\n", "\n", "alpha = 0.\n", "beta = -(90.-clat)\n", "gamma = -clon\n", "\n", "clm_rotated = clm.rotate(alpha, beta, gamma, degrees=True)\n", "grid_rotated = clm_rotated.expand()\n", "fig, ax = grid_rotated.plot(show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, this routine expects the angles to be in degrees, which we specified redundantly by the provided optional parameter. If the angles were in radians, you would instead set this to `False`.\n", "\n", "You can also perform simple arithmetic operations on `SHCoeffs` and `SHGrid` class instances. Let's create a second set of random coefficients whose power is 10 times less than our first set and expand this onto a grid." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 331, "width": 627 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "clm2 = pyshtools.SHCoeffs.from_random(power/10., seed=54321)\n", "grid2 = clm2.expand()\n", "fig, ax = grid2.plot(show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can add, subtract multiply, and divide sets of coefficients and grids. If you need to make an exact copy of either, you can use the `copy()` method." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "grid3 = 2*grid2\n", "grid3 += 100\n", "grid3 /= 2\n", "grid4 = grid3.copy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, *pyshtools* provides many physical constants that are useful when working with planetary data. As an example, here is the `GM` of Mars, along with other information such as its uncertainty and source:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Name = Gravitational constant times the mass of Mars\n", " Value = 42828375815756.1\n", " Uncertainty = 181674.6\n", " Unit = m3 / s2\n", " Reference = Konopliv A. S., R. S. Park, W. M. Folkner (2016). An improved JPL Mars gravity field and orientation from Mars orbiter and lander tracking data, Icarus, 274, 253-260, doi:10.1016/j.icarus.2016.02.052\n" ] } ], "source": [ "print(pyshtools.constant.gm_mars)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To use the value in a calculation, it is only necessary to make use of the `value` attribute" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "42828375815756.1" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pyshtools.constant.gm_mars.value" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All of the operations in this introduction could have also been performed using the raw Python-wrapped Fortran 95 routines. In general, when using these routines, one needs to pay attention to the specific properties of the grids and normalizations of the coefficients. The `SHCoeffs` and `SHGrid` classes simpify the access to these routines given that all the metadata is stored directly in the class attributes. Nevertheless, in some cases the wrapped SHTOOLS routines might be preferable to use as they might be more computationally efficient, or perhaps use less memory. Not all *pyshtools* routines are accessible directly from the class interfaces, and in those cases, it is often necessary to input the raw coefficients and gridded data, which can be obtained from the methods `to_array()`." ] } ], "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 1 }