{ "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 using a retina display, uncomment 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": 468, "width": 627 } }, "output_type": "display_data" } ], "source": [ "fig, ax = clm.plot_spectrum()" ] }, { "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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mn7p37H5NdefsQaK+q2eYGffMNjMTZzGM1PSof9ZlJWP0ZAsr7bv4pv3lczEqitZz71ozU5O2B+t6Z9o3VGTmLzYzfXX29113ZOgA7mBt9y80M7XH7e+rZuagwcMtj8itXnbhYc9M++9v1aMvmpnEogVmZva/t5qZ0++ea2Ym/Zv9syuO8Nbov7+SpCe35n2MRI894Hz2Wrvf2pSnDpqZ8PhJO9Nt/xztjjGQHudu6bqDXWYmePG1yP3J5qahG0+5C9uTYbdk/6gtG6GcwiLsllSMNaFwim892/Lwdr//rs99Pd9fLepfN+f/xbzfM48XAAAAAACgZDDINjqW5L72Sno9999P576ucM5d6tdX78l9/eFoFQYAAAAAAIDCY5CtwJxzVZJ+M/fwSe/9+XkYT0vam/vv3xrmebdKOn8/+j+PXoUAAAAAAAAoNHqyjYBz7k5lVxD9kvpN7XTOXSvpr5SdEtom6ZfPP8d7HzjnPiPp65I+4ZzbKelvvPd9zrlFkr6Ri37Ve79l7L4bAACK07se+IIdqh2bvibhrauUMPoNBVVJJXvtfkK4hEwgGSsCdtxwpepf2j9GBZUWt3aZvNGvqXb7IXWtmB2Z8a0H5eZdUcjSyobLePlU9M+c5PLFCl59c4wqKi2JJ7fafdk2b5fWr4iM1B3pU+fMOF0TJ57g9Jnh+7JNUKF3CuMsFT3GirEmFA6DbCPzMUk/I+kPJJ1zzr2j7KIFV+b2t0r6mPd+X/8nee+/4ZxbLenTkv5c0h865/ZKWi4pKelZSb80Jt8BAABloLfR/ofqsZ+Ya2amP7wrcn96yZxYTbuDquhBoqmvDF35bbDjv7rRzEx7IcZxNjabmZoFdsPuvnp74kPq6nlDN+5ODNh+tiV6dczKQ8oOtBk6brgycn/dbnvtKHdF9ECTJGUO2gu9H3n/NWYmafft17Qn7dUx243m6rWHu+TWLovM6PBp1W6P/r5CZQfaoqRetxu0a5O9yqac/fc32WUvzjHtx/bfBx/jXMGbbw/c4AP5l/sNXN5zg1zGbpucXB696EMmxiDcmV+0V8ecst1eiTjOIgu+MsZHQuOXDHFZv6yQlB1oi7JpjeqORF8XmX0HIvdLkkvaqxXHUfPQMAu/jECchtzWAjvumW0KTg9e2cBf2Bb43pEVByA2pouOzCclfUbSY5KO6WIPtu/lti/x3j853BO995+RdL+y00dTkhZI2i7pNyTd5r23l80CAAAAAABAUeFOthHw3h+X9Pncn5E8/yFJDxW0KAAAAAAAIEkKfUKhL777ioqxJhQOg2wAAGDMbfiQ3W+Nf4ICQBnZeL303CvjXQUAjCoG2QAAQFEKY/S1btyTMTPdzTH67jQ3Ru7umhHdT0ySXIw1D9rn2N9Uwm5BpbDa/p56J9vH6auzjzPjwefMjF967dCNTvLVF7/fum9ujjxG171rzfMEFXZfrY5rot9LSWrYYb/Ibt1yMzPzB0fMTPuyaWamc9FUM1N1Orq5W9fsWvMYFZOqzMyZa68yM1Ne7zEzYdJ+r+qeesvMdN00zLU1SE0mNDPp5hozkzJapSVi9GNzZ+3OL8nrFpqZpn963syo1n7P1RjjB0FTg52JIWX0f8tI2YG2qEyt/fE09bjd1y1RY7/fYXe3mRlLca4Lne6M3M3SO8D4Y5ANAAAAAACUFV+kq4v6IqwJhcNMDAAAAAAAACBP3MkGAAAK6vpf+zMzY0/kAQAAAEoLg2wAAGDMVZ+2e6kdXWf3QWvcZZ+r6dWzZubExuieWJN395rHOHZDtV3LLrtjTv2Wg2bm5O1XmpmaE3b/qDh9n8JbVpkZHwzXE8sp03SxZ9SpT2yMPMbUv7N7v7X/cvQxJGnK38foIbdskZnpmBOjx9lU+z3vabYnjvTV21OHqk9H98/rmGUfo2W73bts5sN7zUxw7ISZSWTsvndx+kfVbTtkZo7fZfeRqzprf+/u9tUDNzzxiILbVg8fvoTMzGYzE1bZvRB9nPM+scU+1/V2T7s4ixH4G6N7qUmSDrdF11Jh/12oPmj/vO66y35tKpMv4EwAACAASURBVL//kplxa5aZmSBGj7jE09vMTCyB/TM7bIjuqxjeOszP66cfUXhzdnuY7pCefXRE5QGIh0E2AAAAAABQVkI5hSq+/mfFWBMKh55sAAAAAAAAQJ64kw0AAMR21w3/1Q6tmzT6hQAAAABFhkE2AABQUKHdSk1n59qhqa/afdtq93WYmXOL7EG/loffjtx/6CMLzWM07rY7TNV+z+7dc/gTa8xMstuMaMo/2L3JUtfMNzOZp7ba9TQ2Dt0Yhkrt2HvhYUt6TuQxOt+/3jzP5D1pM9P1U+vMTMNjb5iZutd2mpnMHfZ71fx6j5mJ04vp1IqGyP1Xfvkd8xg9y+xefqdut/ubNeyfYWYq3zlmZnoX2scJM/ZrU3fc/lnhE/b0rO6WioHPcQO3TXq73TxG4nh0XzJJ6l4y08yElfaEo54P2H9nqk/ZvfGqWqJ7UkqS9p80I5n90f0kKzP2+9S7YLqZqTpt/53qec9aM1O385RdT4vdY6961VIzE2593cwEb0b/fyiOYa8aHyjxZPbneMLb/UXLSeidQl98UzOLsSYUDtNFAQAAAAAAgDwxyAYAAAAAAADkiemiAABAknTTfX9iZmrHoA4AAIB8MV0U44FBNgAAENvB2+3+ZpNbQzMTVtj/wKx+5EUz49ctNzP1X99sZjR/buTuWV981TxE74ZFZqbrnpVmZua/2P3CTt6/2Mx0xujX1DnDntRQ2W73SJry0CVq9hf7aSVPd0Ye49yN0T3HJOmKbx41M9XOvraCxXPNjF58zYx0zK4wM5N3x+hDNd3uUdjy0pnI/afvuNo8RqbGfm2mbj1rZuL0l1KMPl8uRr+1vgb740plm913LHnO7kUVbh94HTsfqP5rF39+ZG5ZZR4jsfWQmak4aGfS99xgnyvG65d8YouZOfGLG8xM01t2I8iOjVdE7m98LrpnmyQlu2L014vxd7PrY/b3VHOwyszEeY3j/H1wyaSZaX/Afs8nfzf6XOFwP9teekTuhmXZOvo6pa2PmucBMHJMFwUAAAAAAADyxJ1sZc45N3gZJO5NBQAAAAC0Oucu3K7nvbdvKS4hoYp0uigfycsag2wAAEwA7779j+1Qgz2dBQAAAMDwGGQrc4N/G+Gca5F0fJzKAQAUsaDK7iIx6/PPmZnjv77RzMz8z5N2QfX1ZqRzerWZsRNSZs/eGKloZ+fZfbWmvBrdl0ySNHuaGelptn8LXnMqMDPT/sruV5e6Zr6ZOXPvkiHb/NcTauu3venFY5HHmPWjNvM8h+6/0szM/PE5M3NmiX1tNdotAdXbaL8P7sevmJnq9SvMTPDqm9Hnuc7uQVXZbvdLzDTYfar8bavNTMc0u19d5Tn7Gq36jv1GJBsbzUzXjdfa59oevT/Oz8je+9eZmZqHXjIzyR77veqcaX+UqzETUvNrHWame5Z9pPq90X3b/Gn777jV102S6t31Zqbl2RNmpvPaZjNT90KrmbG7yElaPfRn5GD9+/9dSrfRqy89aegvy/wWqX1enSSpr8dLWwfsnue9t18sALFdVk8251yrc263c87uMgwAAAAAAABMEJd7J1uDpCZJtaNQCwAAAAAAQN5CX6Q92YqwJhTO5a4uev5+d3tNeAAAAAAAAGCCuNw72f5M0rsl/Z5z7t+994dGoSYAAHCZ1n3kwcj9nauqNG1r7xhVMzHVnArVPeVyf3+J88Ltbyixwu5bhOFNfvOszi6eHJmpPBsoPZkFTkaq+nC7emaV1eKLY8ovnCv31t7IzKSHt+vc++wehRhe7dG0umbY/UGB8eScWyXpk5LWSpor6bCk70v6Q+/9qXEsrSAua5DNe/9d59wfS/odSducc78t6Vve+/ZRqQ4AABTM8VXRDc0ruuxj1MU4z7S/tBdHaPuw3aS9a9NUMzP7K7vMzLH/y16Iof5odOvqqkdjdMFXdqAtintph3kMv3yhmamIsX5C9SN2zed+zn4fmh59wz7XqSlDN3qp+tTF17VnXnST8dQ7exRujz7XzF12x5Kwy76Qp56Za2b8UrtR/vT/ZV/rwe32IgHu/2fvvsPkKs+zgd/PzGzvWq06khZJCJBEESDRi2m2KQZccYyNjVsSnMSfW+IkxkkcjB23xL3GFTvYBgM2HVNsiijCgEASoN77anuZmef7Y2a1bXTud1a72tXq/l3XXrN75plz3pk5Zfadc+63i4fc77w+ej2e9FgDqpbvjaxpn1iGwr3Rgw00zOZDhYxfygPsi17eQGt2vmEWrQnpLug6rp7WlC1ZTWvaLjq5z9/+wB3ouqBnWnxzE4o3R//b44X836uOi/g6kS7gl5PVvMzX9c5LFtGa0lf4/7TlWwL+722P/iInPXMyfO7M6Hm8vAqVt0ePQNF+7nzalPhLPMu/ZM16WoPpfCCGRE105zYAJOP8Cxg/kw/o0FUe3UmeaE2hdGtnn2mWxr5pnZ2duR42ZjmANEbfpZk+0g0YeVciE0X2BWQ62M4G8E8AFpjZue5+SL9EeXWymdnbkLlk9GcArgHwIwDfNbMVAHYCiPqE4O5+8WAbKiIiIiIiIiIih7Qb3L1339H9ZnYEgPcAmIxMx9shK9/LRX+Fno5XB2DIfMG0gDzOoA5bEREREREREZFDgpmdBeDjAE5D5uyzVQBuBvAVd28fzDz7dbB1KwCQBNA8yKaOGvl2sgHIeb7l6DsHU0REZIx4Q/3/40Vn8ktaRERERorHDZbSeRdy8Gh00R5mlkDmTLHPApgG4Cfufi15zCeQuaTTAGwD8BqA+QD+E8BbzOw8d4/OKdj/vGMA4gAmZdt1NYB/dvfGwcxvNMm3k+28YWmFiIiIHJCau1dE3l+5ew+dx9Z/4Nllze/gA4zH2/k/UdXLeKZTwUweMN56Cs9iqtjYRWvaxkd/JCqbPInOo2USz9wpPuM4WtNeF52dBwAtAX2qsev4+1m6IzqLDgBaz+YZcWXLdw6YZmlHyaqeHKe2WTly23rXn8wujAC6qnhCV+uEAlpTtpnnEnXU8Pkkpp5MayygT8EL+WAE1Wui36v0czw7DwH5XGXb+TqRKuPvg8/k20xBC39x0mefSGsKX9tKa5KzptKakufW9vnb0uk+05I7Bq7n/cVO5IN3NB3B1626JbtpTerF6P0+EJZp134BX4/TiehMRQAo3tFGazwe3bngbXweJY+/QmtsAs/0bJvFn1PhPU/TmhCJOTx/ML2RXyFXFvD6DOApxB5ZCgCIuQZAOhyZ2VsAfA4AP6D3POZNAL6ITCTYXwG4xd1TZrYYwIMATgTwAwBvHWSzLgdwW/Z3B/DPAG4a5LxGlXwHPnhkuBoiIiIiIiIiIiJD6vMAZiNzmecEABdEFZtZAYCvZf/8tLv/svs+d19iZtcC+DUyZ7MtdPelZlYEoIa0I+Xu3aOSPILM6KJ1AC4C8O8ATjCzd7p79Ag9o9xgLhcVERERERERERm1dLnoPjcBeNbd/2JmPw6ovwjATADtAL6V4/5bkbl8dCKAdwJYCuAsAPeT+a7LzhfuvgdA96mid5nZi8icGXc3gJA2jlrqZBMRERlBR9/w1QHTWju7+kznF0SKiIiIiAzk7j/M8yGXZW//4O5NOeaXNrPfA7gOwOnZaQ/gwLL6f5+9PQmHayebmU0G8A8AzgUwB5kX9CR3X52j1txdKZciIiKDkFy3gRedfkLk3elC3lXXVckXk1jDD+fNk3m+VHtNNa2pe3wHrdm1qI7WVP3sCVpTOiv69fHxvL0Tnh7wOXQg458/S7fwwbqOXMlzeTZdGJ2BBgDFDTxHrqCJZ3QlXxvw8Q/wdJ/pVh+dfxTfznMDW6fxXK3qe1fSmuS8mbQm3pFr8LO+emfO7XdZq9bQml0f5Pl5td97PPL+hmtPo/OoWd5CazqreSag/fkvtCZ17kJaU7mCZzN21ZTQGqQCrix68nlaMmBNd++Tw2aLeaZieskLtGbcc7QEfjzPdktMncJnVMDz39JdfF0vaOTZlp01xZH3d5XzY0PAu43U3oCc9WNm0pKQvLWQjL1Yc0DOWQeviU3hOYY+PjqrNL4xR27gpti+dSWdagW20MWIdO/An4moeTF7yw/M/eynf+jc7G1AwOjolncnm5kZMqcb/j0yw6wCmQ427z8/M4sD+A2As8zsLHdffmDNFREREREREREZM9aYRQ+T4+58NKihMzN7uy2ipvtbpilmFnN33luPfXlvT5vZXchcZtoC4DQAHwfwFxziZ7EBgzuT7esA/hqZjrUUgOXIDOM6QHb0iXJkAvAuzdaKiIiIiIiIiAwbZbINWve1DSGdbAlkBi+Iqu0tDuDnAN4M4AMAigC8BuALAL7s7oMYQnd0yauTzcxOB/A3yJy1di+Av3H3NWYW1Wv5BwDnAzh10K0UERE5BM3+4sC8tf4UjioiIiJyWKvvNermaJBEpvMr6hrv3h9heRZBlru3A/hS9mdMyvez/fuytysAvMXdQ17M9dnbgNAAERGRw8u4FQO/pzLvO33Pe3nWElO0l5/FP+Uxnhmz4zie11S0l+e21d21itase99sWlOzcmhGefeSwsj7O8eX0XnsWsBfGwQk1JZt5e9V2eM8Eyt+Ds/5Kmjmr1/BfVGRLBnbrx+4LP/OHdj+4Z7pE74RnSnGk9+A8mp+tYzFAzIBx0e/3wBQdhfP8Gp6w/G0JjF7PK1heWsA0PTO6P1A7VKeb5asis7MAoDCBr4fCAlaLtjNT0bwAv5etU3g21X8MZ6Nlzr/JFpTtKpfntXaGBIzZ+z701sCXpuTcl7g00dsc47crH6Sz/NYos4LT6Y1ifv59lsYkBeW3tvIl9XaGn3/aXx7CXmf4m18vxVfsY4vK6A91sjX466JIVfxBey7ArIOQQ6dyVzPabMhOT2TX5rsalEmm4TYCGAuMqOH7k938GujuzcPf5MOHfl2sp2FzHH1a4EdbEDPZqxONhEREREREREZdrpcdNC6O9kmRNR0f4O0efibc2jhQ0r11d1Rxr/a69GZvY3qBRURERERERERkZHVPaz9ooiaE7O36yNqDkv5nsnWff1CPp1zR2Vvo88fFhEROYRcGHsrL7qJX64nIiIiIjKKPArgWgCvN7MKd2/qfaeZJQC8IfvnfQe5baNevp1sm5A5bXABgCcDH7M4e6vTCEVE5LBStpHXlN/27IBplkz3mb7zulPofGpWtkfe3zqRZ1BtPjMgb41HH6HuvoAvNZM8UycR8PVc4wye6VQ5+0has31xbeT9FRu76Dw84CvIqtUhyWNcvLqa1ky+5RVas+3Ko2hNVUDu036/fu01vevi6PW44N6n6WLc+CU2qR0878rSs2hNuiN6mwKAihW7aU1rPX+v/KwTaU3ViuhMrJ0n8eWU7uDbXfs4nttWu2Uan89EnmPYPLWA1hQ08wS41sv5Olpy2xJak+qf5+eO1IaeHbmnhiYDMjZtKq1pfgcfM678V/zfsZa38PmU/YbPJ33OQlrjsejtM/7QwONdf51XLKY1JQ/y+aQXH0dr8OSLtKT1Ur5ulb3C9wPJGr49DIknclxw5qme6c7z98YSd4OPwkszc7RpjZlF7uzcPST8b6j8DsB/IxMm+DfIjPzZ27sA1ADoAPCrg9iuQ0K+l4s+CMAAXBFSbGb1AD6ETI7bo3kuS0REREREREREDhJ33wPgc9k/bzSzt5pZDADM7EwA387e9xV33zQSbRzN8u1k+2n29vVmdm1UoZlNAfAzZIZ+BYCb81yWiIiIiIiIiMhYVu/uFVE/I9CmLyFzlloMwC0ANpnZiwD+BKAYwG8BfGYE2jXq5XW5qLs/bWY/A3ANgB+a2YkAvtmrpCbbs7kYwKcBVCNzFtt97v7nIWqz5MHMmvpPGpGGiIgcQs5/3edpTb7fUomIiIiMMn0uUxyhzhwZhdw9bWbvBPAAgA8DOBaZzrXHAHwfwE/dnV/PfxjKN5MNyFz+ORPAWQCuz/50v7iP96rr7sxZC+Ddg2ueiIjI6JQ+m2coOY8LQ8fFA+fjd/+2z/TS7TwHqHBLdF5T0/Q6Oo/6H2+gNRveegStWffuGbQmJG9t6m/W0Zptl/Blbb1wEq1Jk2iopiN4dtSEZ9tojf3pOVoTkqFkJTw3q/V4/l7Vfu9xWsOy1ABg8h8HhvW9lPI+0xuPromcR+s1p9HlVP3sCVoTP4bnzBXfzvO5/MwTaM3WBaW0Zvx3eN6VLZpPa9LF0etgzf/y18YWLaA1ZU9vozVIp2lJ0bYWWlO8dDutaTxnNq2pWM4zsdLHH0trWo7s27/gt9/WJ++t4gXe3vTmrbxmAs/Pq1wevU8Hekaki1LQwo8fFpBfVrCzmdZ01UbnjnVdFJCd9zu+bSZm8v1+cskLtCYkCzHWyfsQUqv4sSp57vG0pui4Y/iyXlhOa6RHGob0KDzHZCTb5O7XIjOoQUitA/hh9kcC5f1FvLu3A7gAmdMHu5DpTMv1A2R6PU9z9x1D0lrJW47TTOtHuk0iIiIiIiIy4upH+JJEkTFnMGeywd27AHzSzL4C4J0AzgUwHUAJgJ0AngXwG3fXYAciIiIiIiIiIjLmDaqTrZu7bwXwleyPiIiIiIiIiMiIczekffRdLuoD29QnGy/3Y3Sm4aHigDrZREREDjULP/xVWhOdHHVoKt/UieaphSPdjEPWhIe2YPt5k0e6GWNa7RPbsOu0iSPdjEPWrg+djtrv8ow9GTzf0wCr4XlqklvBfc8E5bLJ4HVctghFdz410s0QOaypk01ERKSfXfN4qHxXOZ/PlC/wf3jX3nj6gGl+H7D5jJ5DdDHP2kbLxAmR99e82oHyTZ2RNU0Lp/AFBYwjNePn62nN9oum05qu+ujnBACpIt4eS/KakC+6Jzy0JfL+ba/jnXBVRfwfzPLfPUtr9l5xEq0JEdLt2jyFf1wsuHflwImeRmpZr+lH8wEdap+IDt1vvnwRnUfpA8toTfubFtOaVCFfKcZ/m2/jDe/hAzqEqH1m4OASfZVi14cG7k96G//Dp+lymi9ZSGtCBo7YdQUfgKJiA9+Rlt7Kl7X5I9HPGwDKtvJhAsp+3XeQCvMUSm7rtfxxNfA9DZHzaLmYDyLgAanY5auaaM2e9/F1q+4xHo3tm/hgDalmPvBB4sTowSXSyHS0Rc5j+jS6HLTxQWY6LuX7iuLtfD7Fe9tpjU3jx05/IPp5A0DTVXy/VLl7auT9Hch0tPVZ9h/uQMclmWmdHc3AvXfS5chBV68c++FlZmlkdkPHuvsrgY95HTJXbS519/eFLqvPpyYzOw4AH0opjGXnXwygCECxu984RPMWEREREREREcnJ3XJdmjniRmObDhP5vvDtAI4DUJvPg/p/NXklgM/kueB8qJNNRERERERERERGs+7+svGDeVBv+fTueR71AReYiIiIDN4J1/O8tYCrdERERGSIxUpKkA641FNEZKSZWQGAj2b/DAhu6dG/k+3hkOUBeD+AKQBSAO4AsA5AZ/a+GgCLAByPTMfafwH4ZT6NEhERGS5tdbxm4jNdtKZpWgGt2fCvPCeoNEfMl3nf6ZO+y7NcYiTHZtv5k+g8Ql6bwkZe03Icz6dJ85cPndW8qGwzz1kKWVbFL5+MvH/NDfy9nPZgK61J7OI1fvxcWlP1BM+9S27aTGtaAzKAYgGZdrGiHDmG7dZnOmtz52y+jsL4d7veybffkLy1kK+Hm67mOXOl2/gL6AUBz6s4OkEvZNCDkG+8Y518m+q8hOddlW/hz7t1Is/7S5zDM+ImfD1gwIdTj+c1ROfxR9KaZCn/Kqfmaf7/WvMx/Oqkwkb+jiZXvkZrhkpHXWnk/UUrMh1tUXzPXrocK+ZhnEW/5+H/IdtDwzt57l31nRtpTUhGXLwz4P3cuCnyfpuf+/hrXd7n9nCRHqWji47GNo01ZnY9gFwHkM+bWdSOJo5Mn9ZpAMYhs6tYms+y+xzZ3P0RAI+Qxn4NmQ62ZQAud/e1+6m7EMDNAD4BYLW7fy+fhomIiIiIiIiIiOSpCMC16NufbgCuyGMeBqANwKfzWXBeV82Y2RkA/g5AA4Dz9tfBBgDufj+A8wAkAXzNzGbmsywRERERERERkTFujZk1Rf2MdAMPQfdmbw19I84sj58/ADjT3Zfns2B+jnZfH0CmJ/C/3Z2NIw53X2Zm3wVwPTKXmP5LnssTEREBACz4GM9bix+EdoiIiIiIyOiV7Ys6L/unAfgjMn1Z1wKIyq9IA9gKYKO7DypEMt9Otu6L0gOCD/a5B5lOtkugTjYRERlGrZN5Te0ynjdUcO/TtMY/wDO6POAo25ojhsqt7/Qd7z2ZzqeoIfp5TbybZ3ild+6mNQ1X8Vyj4q38M0msk2fqFG9ppjXp0uicKgBomhmdEwQALW+NztaKddBZBPESHhBnHTxTLCRvbedf83W0ZCffHkp2p2hNuqM9x1TvM33rm2dGzmPc8k66HEsF5AktPJqWVD27lc+nhefnJbfxbK1dH+Tvw4Tf8C/JU3OnR94fO/FYOo8dp1Tzttz8Aq3Z9IHjaM3kP/ETL0ofWUtr/KgZtIavxYA9vYwvi9wff+hZOo+qgPeha1IlrSnd2EJrdi/g8wnhZ55AawrW7qA18c3R73kqYNCD9st5dllnJf9KreZ3ufZJ/drTzI8xFTc/QWuar+TZloWNAeGWISsyUfriwMw2S/u+6YkU36+NJe4GH4X5ZznaVO/ufCOTvGTj0AAA1pPpusTdXxnO5ebbydadqswTKXvszN5GfzIQEREREREREREZWo8i813KsPc059vJ1g6gGMCJAPiQLRndX3XlGHZKRERERERERERkeLj7uQdrWfl2sr0G4GRkLv38buBjuq+DjR5vWEREDluL3/0VXlQ3+k73FxEREZHRKe2G9Ci8XHQ0tkmGTr6dbH8AcAqAS8zsfe7+o6hiM7sSwNXInJb3wOCaKCIiAjTN5zlVlS/yvKvWiXxg7cZP8QylivU8PKVrL1/WuOUDn9fqFDDlzz3T98zlz6urLHpZXRccQedR2DSN1lhAZkzDMeW0Js2fEracMY7WFDbw+ZRv5o3urIj+wBvn8T5IF/GcoIY5JbSmZBfPQGs+K2Ad3cgzgJJFfB0tWctfZN5iIE7imIpf5XE0yUk8U2zLGRW0pnoVfx/KH1tFa3A6z7Kq2MTfh4bX8xy5FIkfHP/kzugCABOe3ENr2s84htZM+iqPZ26/jGdrFT3Dc9u6agMuhrmI51YW3PcMrUmffWLfCX+6A+mzeqYl9vJwxvRzL9OalrdHZ0ACQLKYP++K9TzHMHY8z4hL//kvtGbrh/k+Z/x3oteLlrfw513YxPcmlT/nOWld5y6kNbGHl9KaECW3LeFFxve1cH6sildVRd6fM6/T0/umJ32IAkZFxgAzmwagDgD94ODuj4bON99Otm8B+BiAcgDfMrPZAD7v7n2OkGZWCOBvAXy2u00Avp3nskRERERERERERA6YmU1GZkDOKwFMDHyYI4++s7w62dx9p5ldD+AnAAoAfArAh8zsWQArALQBmANgMYBJyAyV6gC+5u4v5rMsEREREREREZHBcAAeMCj1wTYKm3RYMLPzAPwOmZPGgEx/1ZDL90w2uPvPzKwSwFezj68GcH72p7fuBv8UwCcOpJEiInJom/1f0ZlrtQepHSIiIiIio8waM4vse3N3noUg+5Xtw7oFfS8NfQnAOgA7MYR9n3l3sgGAu3/TzJ4A8B8AXo/cPYCrAHzW3X9xAO0TEZHDQFcp/yJpznVP05rd1/HMmM5K3p5iHm2EqhWNtKZ1Is+Papmc41Bsfae3j+ftmfXz6Dyrljk1dB67juUfC2pf4vlSbeN5NlnNj3imjr+fv5+tASf6W0hgGFHUyD97WRfP0wnJtGs6IuR94CFxBTtb+MI2b6clO67iGV3J1w1cSf3bd2D7X/e8hxO+Hp3XFJL5FO/g70OCZL8BQKyTz2f7FXNpTdk2vj0U/f4pWpO+nOeXVa/eG13QzvO5fM0GWoPJC2hJfH7Aa/McH/PMj+PrVvzxFbQm1dxMaxJTp9AavLql79/uKOw1rfMoPo9EIQnPA1Cxim+b9tJrtKbzjHm0puVI/n95yfO0hOatAQBOPT7y7uI9PFu1YCffgLvOO4nWxNsCMikv5Fl+ift5ll8qoD0FjTwLLbZ1N63pOGpy5P2d1QOPH377HWh702IAQFdHM/CHO+lyRMagTyLzvb4DuAfAJ9ydh2gOwqA62QDA3ZciMwDCeADnAJgGoBSZXsCn3Z0naIqIiIiIiIiIDLE0gPTwXBF4QHJ831bv7nz0HzkQlyHTwfYUgKvch28UkEF3snVz950AfjsEbRERERERERERERlKs7K3PxrODjYgz042M/tR9tfPufvqYWiPiIgcYk55X3TeGgCAXxEkIiIiIiIyHHYDmApg2K+4zPdMtrcBKAHw9WFoiwwDM2vqP2lEGiIih7X6T0Xnb234V57FVPzWU2lN2wTelnhAXlNhCw/OSj/HYxwmlJ9Ia9ZfVDJgmseAxvqe3fWkJ3m2DJqiM36KtxTTWUxbz8PLmubwULuOan6oiS3kWULjfsAzgOx9p9GaZAlvTyHJXCvay9+DXQsGvpf9VWwIyLSr4x/PWify3Ccbz2s6F42jNQUB28OEP+8aMO2lpGPK/T1XvzRnM4H2JyTzKWS9aT2inNa0TOGvcVEjf95N0/h8YhefQmtK73+R1nSQ/K3EAyvpPEKkivj2kqzm63rBdp4v1Ti3ita0L+Z5krXf5+tOctNmWpOY2P8g4kC6Zz0o3MCfkx89i9akn+HvNxbxbLzOKr7+lf72SVqTvCAgm+wBnk2255jSyPtLdvFjjCX5sSr+0LO0Jug5BeStWZxnjCaaeB5iV2URremcfgStqXg2OusweXzu3MBYMnOMs+SAY12fwH2F68sYthyZTrapAHjQ8wGI5Vn/SvaWAn9EygAAIABJREFUf8IRERERERERERkB7jZqf+Sg+ykyJxxdPdwLyreT7YfINOyTZsa/HpUR5+4VvX8A1I90m0RERERERGTE1ff7X1FkrLoFwLMA3mJm1wzngvLtZPsegAcBzAdwn5mpw0ZEREREREREREYld+8CcBWAlQB+bGbfNLNjzYxfE56nfDPZagB8CMANAK4B8JqZLUFmGNSdyDkabQ93v3EwjRQRkZERNKjBEJi4NIltCw94wGuRYZO4/xkkL+QZPyIyhjU1AxU8809ys3Qmc1SGT+ljr6L1jDkj3YxRw92QHoWXZupy0YPPzL4MoALAWgBHA/hw9sfNjIWwurvzYMWsfP+j2dJ7QchcOro4+xNCnWwiImPM+DtfoTUNb48etKCwOY2JS6MD4TdcyD+Z1z0dHV4PIGj4F+PZzNjyMT5YQ+0KHnJfviHH8tN9p++Zww/XiZbJkfe3TSig8+ioDniNf8YHZWr/qxNojXXxF3lPwKAG9GMRgPZx/E2f/P3nI+9Pg4dkd57E14nChi5aU7uMr8eW5jVdFXy9qfv9a7TGa3nwfOO82oGPe8X6TC9sjN4e0ucupMuxNr5NlWzlo5ski6MD2gGgeCd/rxLt/Avwgnt5vnLLFfyjdMVT6yPvDxgeBXvfzbepqldb+YwCdrXJHQMHw+ivbEPukPbeincOzRcwienTaM3eRX1r/NYY9p515L6/qx55LdPRFqFzxsBtob+uyxfRmuI7nqI15c/zQQICdpEofOwlWhMbMCjEQHUPRQ8u0TJ/It1nJ5r5IAKpM/kxJt7BjzGtV/HtrvTWJXxZqzfSmqKAARTiO3bSGq8gV3QWJFD62Kt9JlkqvW9aIh0w+pPI2PRR9By9um8t+8M+AAcc9Xrke9TK9Sk1tBs2r4aJiIiIiIiIiIxxfUZ5zUWZeUPioJxCmG8n278NSytERERERERERIaIe+ZntBmNbToMTATQBaATQFc2o21Y5NXJ5u7qZBMRGSPm/vtXaU3lQWiHiIiIjH2lf34FrWceNdLNEBmN6t19x0g3Yiw7mK+vUqZFRGS/mqbzs6pLTzmS1mw/JXo+NS/xrJKy9bwtDQFZv9PvaaE1rVN4zs20+3bTmi3njqM1XTkytN2A9l6xPhOf4Rk1TTMKI++vXslzllonlNGaWDmvKdvG06G6ankmVvNU/p5XruNfBxdERygBANKt0a9P65ujcwUBoGoNTz/afnIJral+jb9+sRR/bSpe3UtrEJAT5MX84+Le+hxxJrG+0wuao9fR2mV8HY3vaKQ1Xsa337ZaHl5f/TxfVqKcL8tK+Hte8Vx0lhUAbL28PvL+sm3T6TzKN/B9CSzgapqA0zDSZx3P5xPjy2o+Inq9AYCaQl7TObOO1lTcsbTP35ZK9502eSKdR9EanqvVckZAFh2tADB/Nq95dhktCdmvo5JfqZaqid6vxxr2ovTP0TmuVsWXE+vkJ6AkZ/D3KihvjWWgAUjt3kNrui4+hdYUP8mfV8u5R0feb6mB26bfFUPr6ZkPSJ0dzcB9dDEicgDUySYiIiIiIiIiIocNMysFMBuZgQ+WuXvIGELUAXWymVktgDcBOAPAZACtADYCeBDAfe7eccAtFBERERERERHJg7vB/aBk3edlNLbpcGFmBuBKAJ8CcHKvu44B8EqO2uMAvOjuIYM1AxhkJ1t2Yf8C4JMAcp0X/BEA283s4+7+i8EsQ0REBu+0q7/Mi45ho1WLiIiIiIgc+sxsPIA7ASzqnpS9HXCdtZnFAaxD5mSycwD8OXQ5eXeyZRd2K4BL+zWsv4kAfmpm8939n/JdjoiIDC8P6GOrWM9zdwrveZrWTIsvirx/53x+OBq3nJ/Bvbc+4LD25PO0pO2Dp9OaRCvPaalcx9vsOTKJLA2MW57a9/fGc3neUPWr0e9V/MVVdB61pXNpzea38eC7eMB57F3lPAussInPp6OSfxtsAaN4pc47KfL+tlq+wVSv4k880c7X0cK9fL3prOLzSVYF5IW9sJXXHMGzrMatzNHmdN/pRXc+FTmPxMwZdDm7A7Ksql7lIXyT/8jzj1tm19Caot9HPycASJ4fvW4BQEfA+1ncEP0lesltPF/qYEpddDKtSRfy7arqFZ7VlzxtPq2JPbKU18ztl3G20hCr78m68xhvrzXx3M/yDe20BqfyTLvYRp7/Fps2ldY0Lj6C1pRtDHgfygsi7y+cOoHOwwMyAVPLVtKaXZfxvNjxyQW0BivW0JJEwGsc287Xi4ZLjqU1Nfe/Gnl/rnw4S6VRfPezmXZ4wLonMgZlTxT7LYDF2UmvAbgHwPW56t09ZWZ/AvB2AJdgODvZANwI4LJefz8M4A4AK5HJ6FwA4GwAr0OmA+6TZrbS3X88iGWJiIiIiIiIiORFl4tKL28DcBYyZ63dCOCz2Y60nJ1sWQ8h08nGv8npJa9ONjObCeCj2YZtBvBud3+oX9lt2do3A/gWgDoAXzOz37p7wHfSIiIiIiIiIiIiQ+Kvsrf3uvu/Bj6me+hvfhp9L/meyfb+7GPaAJzv7vsdg9ndf2tmewA8AKACwHsAfCPP5YmISD8nffCrtIZfXCgiIiIiInJYWIDMyWI/yuMxW7K3w9rJdgEyDfteVAdbN3f/o5n9HMC7AJwKdbKJiBwU7eMCcmMCxshpmsFPZy+/+BRas+F10flbNct5W1om80NW45wUrZm0iGewFLTwEK+tp0VnzwDA9BsepzW5mKdQ8ruefKXyyTwjrva3y6ILjuSZO13l/DVOBMS5TLgjOjMGAJLbeSaW/9VptKZ6eSOtaTi2ktYUbo8+2b6khr82Rat4PlLBuHJaY2s305qGq46hNY3TAz7mncjXrYFxwANVbMi97aXjvfYhFr1f2nU2/wzbVcr3SfG1PGcuZP0rLuf7ioCXBommTl7T3EVrrCt6/7b3nXx7qbj5CVoTYvd1fL2Z8PvXaE1y23Za0/gu/ryqfsmz8eJT+frVOntcn7/9VeszrfiPL9J52ITxvC2PvUBrdnxgMa0ZH5AxitN4tltBE8+BbD4i11h3fVXcFf28kguP4m1Zz/ejnW/gnzvGLW+jNU2zymhN+TM84xHNATWbtvCao6PzawEAJLOu4/UDMyD97tv2Te/saAbuv50vZ4xIuyE9Ci/NHI1tOgxMzt7ykOIe3eG24yKr+sl3aLn67O1deTzm/uwtT3I8hFjGxWb2IzN70swazWyPmf3JzK4e6faJiIiIiIiIiAi6v5XNp8Ps6OxtQz4LyreTrTp7uy2Px3Sfn8C/ujhEmNkRyFwGew+A9wKYgMzoFMUAzgRws5n91MwGfIVsZreamUf8BHwVIiIiIiIiIiIiAdZmb4/L4zGvz96uzmdB+V4uugeZgQz4edA9use95ufKHzr2AjgFmZFVr3f3lwAg26n2NwC+DOAaAEsAfLPfY7vHk34Uua8y4Oc2i8iYdfQNPG+NX9wgIiIiInJ4c8/8jDY52rTGzCJb6u4Vw9agw8NdAE4G8H4z+6a7R/ZPmdnZAN6MTJ/Ng/ksKN9OtleR6WR7HYA/Bj6mO7RhXZ7LGrXcvdHMXg9gibunek1PAvgfM5uLTGfbDWb2LffMZmRmhkwn2253P2ck2i4ih76Oal4z5VE+mPO2xfxY3TKVL6t5Kj+UVK6Kzp4Y9wOeXdYUkDc08Ul+gnZTPe+m9OgIOQBAOuAIaov5l2VbThuY0eXfuANbr+/JPBq3kuc1rf1odH5UopXOAh5wfvuUL/L3as/Vp9KadMHsgAbxkmRlEa0p2cHzhvacWBt5f+XPeZaVH8dz0lKlPMuv67Q5tCbewV+ctgk882Xccp5jWNDEa1LFuVeeWLKnnVv/IXq9KN3Bn1NhM69Z82H++s34UgutsZYOWsNfGcBjARtWQLZW50UnR95fszQgy+rchbQmJEOubFvANnX+LD6fzdN4zSbeHk/xd6LlRL6sWNfA9ct6rcOdZ8yj80g88AyvmTKZ1lSt5s87Vspz0tIB+9GSFzfympJiWpM8Pnrb8zjfFhpP5h88ytfyC39iu3lN1W5+/AjZxtMB21Xs4aW0puKXT9Ianxd9cVjhHwbmE5qneqY736+JjFE/APAJZC4B/R8zuz7bfzOAmb0BPQMkpAH8MJ8F5Xu56H0ADMDfmxn9JJmt+VsMovdvtHP3x3t3sPVzS/a2DkDvI3otMiOt8iRYERERERERERnr6t29IupnpBt4qHP3jQA+g0x/1gcAPGlmH+xVcrGZ/YuZ3Qng9wAmItOP9T/uviafZeXbyfYDZC77LAVwq5nt9+sKMzsOwK8BFGUb94M8l3Uo29Xr9wm9fu++VFSdbCIiIiIiIiIiB4G7fxnAF5DpaDsRwLfRc93E1wD8G4A3Zu8HgD8A+FS+y8nrclF332JmNyHTA3gUgJfN7MfIDADwarYx8wCcBeA6APFso3/g7ivybdwhrPe55Ct7/a5ONpHD2Ekf5Hlr4FeQiIiIiIgI4W5w59EJB9tobNPhwt3/ycz+BODzAPaXtdKETGfcFyKuXtyvfDPZAODfkRmR4QpkOtHel/3pr3vNeQzA3w9iOYeyS7K3K929dyBAdyfbx83sUwCSALYi8xr9DMCD3fltInJ4OuI/eN7Vqi/zbLKOuhJaU9jIdzexJP8QsJtH1GDud6IHpV7/qdMj7weASU/wcWH2zOXPuyjJn3fVT3n+VvOneZs3nzUwb62/ynXpgRMdqNjUM71hFs/xipHYtiNu5me6b76qntbsfTdf/8bd/jKtsbroDDQAQIKH461+Rx2tqf/tblrjicrI+xvew593ey3fXqrW8M9qrXX8eU+4hb/GtaV8e0hP4iPZp8oKaU1B48CcH3OgeHvPdlteHp2HWHX38sj7AaDrRJ7zVX3LMlrTeBXPUCrZwbMQu45aTGvKHllJa2wOf147Z0W/D15QQ+eR3E92Xm+pyfz9rlzNQx6Lfv8CrcHpJ9ASW/IirUmfdSKtKV3TQGs6J/S9IssAxDp79sWJ1oB14sLo7DwA8DaeaVe0q53WpFsDwjYD8v58/lxa01XL80wLtkfnoO0+nY+dN+HOV2lNcjbPbUuvDYgDP/V4WmJxvj8ufC36Mw4AdJ4TkNv2CM9taz4qejsveYnOQuSw5+53AbjLzBYCOBeZwTpLAOwE8CyA+92dB1zvR96dbO6eNrO3APgsMsFx+0uMdGQC4v7O/fBJWDSzk5EZWRQA/qvf3ZOQGQBiB4BiAPUAZmV/3g3g/8zsGnfnR/Dcyw5ZEdRtLiIiIiIiIhrVUg5b7r4UAO/dzpMdyIlTZjYVwNsBnA9gKjIdbt1nZt3s7vxr1jHEzMoA/BnACQBWAFiwvxErsvWGzFmBnwNwaXbyV9z9Y4Ncfmgn276vokpLS5FpBtDS0oKyMv4tlchoNprX47YO3n9uSX6WS7qQf6tqISc2D1GXe8iIlLlGbOstneCNiQU8p5C2hAh6HwoC3oeQheV4adLJTsQSvc4mCZgRO5rHAs7g84D3IWTET0vmODtvQNHQrIDpgoB1J+S5s/aENDekJuClCZnPkL3GQW/D4N6rVLoT8VjPesy2z6DnFDA6IVJ8Pp7g84n+tzM7H14CC2hPyHvlcVIzVNdChKw2IetxOmCnHQsZyjlgYSEjuAbtvPo++VSqE/F4r31xyDoR8voFvVcBRSGvTYig1y/k+BDdZroOI3R7CWjvwVz/gva1ATUBbXZyZp3lGGk3hRTiyDzO4Uj3PRC1gKxsh1Inm5nVAdje/fesH30SiarR939Bcm8LVr3vi70nTXD3HSPVHhlag7lcdB933wTgK9mfw5qZxQH8ApkOtlYA74zqYAOA7KWhz5vZ5QBuB3AZgL81sxvdfVfUY/czP7oD7L/jWbt2LerqMpfalJeXo7mZD3ctMpqN5vU4JJNt3A8CLhe9iV+2dsQfAy5JG88/XCZL+YfCvbP5PwJzv7M98v71V02k8xiyy0Wb+Afm8l89SWs2fZJfLhrrpCU5LxddcuunsfiqG/f93TKR/0PRRY4AM34yNJeLFgVcZnwoXi7aNj36ctGQ7WW0XS5qB/Fy0VjHwI88f3z6P/G6U/55399NRx6cy0UTjx/Ey0XL+UfpoMtFA7aHrRdE7ycr1/NLEIMuF+Vvd9Dlor4k4HLR04boctHTj6M1id0ttKb/5aKPPnIDzj7n33rmEXK5aCV/AeMBl4uG1KSf5et6iPi8g3O56I6DeLkoHv8Lr1kccLno0/w1jk+eRGs6Z/HPOSGXi7a9KfoS9ZLblgyY9pDfhvPsykw7vAOP4s7ed9erc0dkaB1QJ5tkZM9I+xKAN2Unvdvdnwt9vLu7mf07Mp1sRciMdPHAkDdURIbNhbG38qL3806Zw1V7raN4l65ml9GreE8K7TUBZz2IjJBUoSHeqWhfGb0q13eicXpAL64MWnzeUUi99MpIN0NkxJjZ1cicBJYC8DF3/7/s9B8dwGzd3a8LLVYn2wHKdrD9B4B/yE76mLv/dhCz6r035EnZInLICTlL7bX/PpXWFO3knVHbT+C7985q/s/YUT+IPgMNABJt/EyiLRexb3Ad7bXR7dl+Ej8rZ8JSHhSdKuYdJfEFR9OaiU/x09R2HM//mch52ZX3nR7jJzQgTRaV3LyFzyPBz2Qr38Sf9+b38tEwpt62gdZsvJSfHVD/6520pvEYfrZW5St7I+9vmVmB4j3RZ6GVb+ZnSe6dGXCWS0BHSfqoI2hNx7hiWlOyLvp5A0BBC4/WbZtRPWCaG9BZ3RPdW/lq9Fkuey49li6nZGfAxnAqX/9CzlYNCUVPlvL9ScMbj6E1NUv5eszOVEsVGlKF0ccHSwcMeNPFjzE7j+cfVasq+AAA8Xb+fnZeyM86RMBliLFOvj0U7up3hp57n2nWzM+ojr/G01uSuwIuWFnI1+PEBH78TW7nJym11lfRmuJt/Lljw+bo+6dVonI9OYZU8HUrJBqi4Og5tCb9PO+MSi+az2v+wucTn8KPQ03v4J8Bq35PzqybMQXxeUf1nfZyDPFjM9PiyZZMqNFhwjF0V9IPpdHYpjHk6wBqkLnG/RsA/i87/Voc2Esf3Mk2ROk1h7XPAui+FuIT7j7YS2d7f7J85oBaJCIiIiIiIiJyeFmLnhDJjf3us0H+5EVnsh0AM/tXAJ/J/vkJd//SIOdjAD6V/XMlgE1D0DwRERERERERkcPFmwB8BMAOZDLzu513sBqgTrZByHaK3ZD9cQB/6+7fJo85DsB7AXwPwEp3T2enT0Emz+0KAF0A3uUHMuSriAy5eZ/iAxZMOQjtEBERETlUFa/dg/aZNSPdDDmMuBs8ZMjfg2w0tmmsyA7O+Y85pj9ysNqgTrbB+RdkOtgAoAHA283s7fupvcfdbwLwTmRy2/4BQKuZvYpM9tqRyJyCuB2ZzjpdKipyCNpwAx/UoGMcz2sKycIpCBg8tXJ9yLJ4zfo3TaA1HSRLDQCm/Ck6d2fcy3zExeZpPMuqdVJATcBIncnjeXZKSE5ayS7+2nRU5XjPre904y8PJi6JHvWu8V18VNopf2rkC0rz9aZuKa9ZdzXPFEvyweyw5q18tLqSgHHTWiZF/+M3bgXPott5HF//xr/A51P86jZa41U8t6h5agGtSZbyf3hTASNSVj8/MGPK3FG8qWed6j9yY38heWuxzoB9W0BNw3v49lD9kydoTRGtAEoCsrXQyHfshX+IHnUxffaJdB4Fy9bSmpazjqI1ZVtD3iu+42qv469gVylf/wqb+LLiDXxE1Oa5fff9vszQMrNnvS1fHjBkdHX0SMUA0HE6HyW37NU9tCY9lWeyxY7go1qWruM5co1H8dy2kpLodadw814Ur41+Xu31fKTdVAlfJwp28G0q3cZz5lKlAf8uB8wHT/FRckvKTqI1HadFZ8Ym7s/xr6Sn9w2GkHKesSkiB0adbINzfq/fawCcE1G7Nnv7eQDrAVwKYCaA2QAaAfwRwBMAvuzuDUPdUBERERERERGRw5WZFQAwdw/4tqTP4+IA0vlcbahOtkFw93MH8Zi9AL6V/RERERERERERkeF3FYDvm9kt7v7+kAeY2a0ALkQm5+2PoQvKq5PNzGoBHAXgydCePDNLADgJwDJ3b8lneSIiB8Ppb/9ydMFMDcQsIiIiInJI8ezPaDOwTWvMLLKl7h6duSDMFcjEdeWjEUAZgMswXJ1sAK4G8N8AngWwKPAxLwOYBeAdAH6d5/JEREZc2TZ+dG6YzbPUZv2G52AUrNpKa9a8v57WNE/lHYNNM3ibywLGOp7yZ56FkyT5KZ0VvL3FDXw5RXc+RWuq63iGF8p4GFjLfJ5zU7KFZwCtf/3A/B43oGVyz/uT5lFfKN154J3BHbXFtGb9G3jO19xv8PW4dBtf1vgnB+Z89bf7ZJ7fEzL4eunW6Ey7XfP4m1CxgWeBJR7g0at+DM/EwrrNfFkLqmlN6a1LaE28nH8m9TnTc08v7Pmo2XBUdP7WxAe20OV0TOd5iXjyeVpSNGkxrdn51zxrs6iBv+cVv3yS1rRdxj9Wl9ZGZ2IlVgbssCfw/V/x7XydSJ3Hs6PShXFa01bLawpa+TG4/Hm+7nTO5PllhY19s+as37RUTSmdR6yFH+tDjlWpBN/XejJ6vwUA6XMX0ppYBz++Vr24k9a0HxG9z0m+uorOI1F7PK95gG/j7RecTGuKtvF9JB58lpbEF0TnpAFA6sUVfD4B70NiDcnqm5Ej73RdDIns9HSqFdhAFyMyFs1Fpnvz4Twe8yiAdwOYn8+C8v1E/sbs7QN5POYOZI5Rb8hzWSIiIiIiIiIiY1m9u1dE/Yx0A8eAadnbdXk8Zk2/xwbJ90y2GdnbpXk8prv7f3aeyxIRERERERERGQSDe8Dp7AfdaGzTmNd9Onh7Ho/Zm70d1k627pmvz+Mxa/s9VkTkoJlz01dpDb+ARERERERERA5ROwFMAjAPwNOBj5k7mAXl28nWXR8dqpHb5EE8RkRk2G25LHok57lf5GO21N6/l9ZsuepIWmPzeN5ax3ieAdRVwb8hK9/Aa1on0RIUNfBMnabp0cua8Tl+rNv24VNozQRaAWx+R0DeVcAXjNWrkrRm5wkD89b668oVd2X9pge0p+S26BylgoB8mq2Lee7YzDt43hCa+TbTVsef1PazeX5Uc8BXeEfespvWNM2Jzruq2MCzcvYcxbeF4oAsKwTk8ljlDFqTLOav8Z73nsaXFRAaXbp14PbgZmif2JNvWPvdxyPnwbcoYNcl/OPk5K18G69YtoPWeIx/BVO+ponWdF7Itz3ju3XY5ug2N53FLxop+R3PWwvJ8Io/xHOqdn2AZ9pVr+b7k5bJfL/UsoCvF0W/5zloidn9jtNpR+HGhp7lHM33SR1VPMOwspLnjqUCMu08xrfxkPeq4T18P1D7VFtAe0jBqfx5p4v48y4MyVYNyL/ke9qhy1sLEW/kr3HDqdHrevmvcmRAehrJdZkgtqQHHMNFxqbVyHSynZDHY7o/tG3LZ0H5ZrJ1H92Py+Mx87K3PP1ZREREREREROQAuY/eHznoHkLma+v3mlmOEUL6MrNpAD6EzGAJfASjXvLtZHshe8u/mupxTvY2YMgjERERERERERGRIfMzZDrMygH80Mz2O8y9mZUC+D6A7tPxf5fPgvK9XPRBAJcCeIeZfcvdH4sqNrPTAPwVMk/mkTyXJSISafG7vzJgWltHV9/pxypYVERERERE5HDl7q+a2c8BXAPgfAAvmNlHADzg7ikAMLNCAGcD+DaAI5Hpx3oFwK35LCvfTrafAvgcgFIAPzGzy9x9ea5CM5ufre/2izyXJSJywGqW8/OxdxVGx0xuvmC/X3TsU9QwjtbsOaGL1pSuLaA1NS/xk5CbptMSFPAoIRTyp47aXzzHa+bNirw/VldL59FRw9tiJy+gNTkz0PopauA1HZX8fShu4EFLBS8O7AhekwbGv9iz7jZP4Z3FWz4WfZJ5YTOdBWpf4gk1iZboDEMA6JhPz8JHgkfPoGIjT+ma8IuXaY1VVtCapvOjt+GqNfy1mfgMf206q/hHr1QR3w9UP7GR1tSt4KPUd50QvW2Gij0ycOB58xQK7wnNFgaSAdllk//3RVqz683zaU31j5+gNaXj+XoT28HzOONlPFOs+IXNtCa5a1fk/SW/i74/VGIPH3gtNpNnAk745Qu0JjWfr3+Vq/m2t3d2CV/WVYtpTWFj32X5akP7zJ59Q0iuW0kRP3DGystoDSr4wap9Ns8NTNTy42vtrctoTeu5x9CaojujX5/OSxbxeezgB4fOefxDTsE2/rmsfXp0FicAJF7l+Y04PSDi6fG/0JLUspW0pqCevIa5cu+W3AEszk7vagGeuZMuR2SM+ggyV2XOyv7cBaDLzFYgcynp0ejpIzMAHQD+yt0DklN75HW5qLvvAXBjdoH1AP5iZp83szPNrCb7c66ZfQ7AM+jp/bvb3fO6jlVEREREREREZDDcbdT+yMHn7o0AzgKwFJk+LQNQCGABgPkACnpNbwDwRncf+C0ike+ZbABwE4DFAC7PPv6T2Z/+utecdQCuHcRyREREREREREREDpi7bzWzxQCuA/BBAAvR03cFAFsB/ArATe6+fTDLyLuTzd3dzN4M4EvInG4XdTbcYwDe5u47B9M4ETl8zf/kV2lNwMUWIiIiIiIiIgCAbAbb9wB8z8xqAUwDUAJgG4C17gc2/utgzmTrbtRHzex7yPQAXgTgiF4NexzAL939jgNpnIhIlJ2XDMzt8Fv6Ti9eWkrnk6yOzkqLreH5SC2T+GnfiQa+y22dwTOoSnYEZDoV82NDqoi3OcVjbrDjPQtpTcmu6CiDjhMq6Tzqv/carVnx6SNpzdSHeb5P0xFxWlOzZCutWf/WKbSm+rUcr40D8Y6e93Da93nuGKZNjLw7VcHfzI0X8K7rdILXVD6wgtaEZHYVAAAgAElEQVR0nHEsrSn8A88/ankTz1kqvoPngk36RvT3gc1XnETnsecEnr01/oWATLsqvs9JrueZbKnzeZtjHXx7KNjBA/34ngtIHDkz8v7GCQH72it53losoDEdlwVkQ5F8KQBoff0ptKbkKb7vaj+JZ5PFOqZG3p8q5vutknU8cDJVzI8xu47j+7aqn/FMQDz5PK8JUNPG9ye2bgutSe3e0/cxnkLigWf2/R0fx8NB+88jl1glz1tLruWvX9Gu3Xw+TTyANV5dzedTxFOGSiuicwzj7Xx/40/x3EWcfSKfTyFfj4t2tNKa5Oq1vD2reUn75XyfU/5SQP5bwH5pAE/1bGvekf/jD2VumZ/RZjS26TDl7rsADE2oadagOtm6ZQc9+PgQtUVEREREREREROSQdECdbDL6mVn/r6/UbS4iIiIiIiJrzGzfqfPuzodVFhnFzCwG4EIAaQAPHOiln4OhTjYRERERERERGVPcMz+jzWhs0xjySwBvyf5+C4CrAcDM+PXq++fuHtx3lrPQzKYCuB6Z3r9vuvvm7PSzD6BhcPdHD+Txkr/+30aYWR2AQY2SITJUjv00H9SAJ38cPFWru7D3SJ4VJIPXVmco2aFPHDJ6xbscqQKdDC6jV8F9z6DropNHuhki+5UqiCHeFZ3RKgcmPq4mKBewl3p3DwiDEzlkvD57awAu6TX9oH2I219v3B0ATsj+fiGA7qTGhwEM9r8gj1ieiEgf41bw5OqNJ+TeV3qqZ3rzHD6fWCsLi06hanX04AgNc3gnXKI9YKCBnXw3mQwYjGDy43xXHe/kX+jEunh7OvmYBUgFBCa31ZHXp4C/xjXL+HI6K/hrE/Iap2t4cHXtS3z9K2gcuG6ZA8U7esKJt7xnXkCDou+e/DDPdO2s5gOFdFTz13jjdTyEPD5w3JIBEnNn05ri25fQmuZ3nMprJkc/r+rVKcS7otedBM/QhgX8f1myi2+bOz98Oq0paOHresluvqzWSeNpDY4bWOO33oGWq3pe+1gyuj2Vv3iCLia2kG8L6aUv0ZrEhDpa03XmCbSmdC0fSKD5zDm0xgI+XbePi94flyPT0RZpDh9gwZ7jA5dULeEDeIQMErD3wrm0pmhPwH6UPW8gqAOSzccCnpPtbaQ1PpmvfxbQUdJxKn/9Evfz18bGj+Pz6QjYec2MHpwDyHS0RWl/K99fV7wW8BovW0lrYkfx7aEzYHCT0hX8/IXyZzbQmuSMCbQGq3jJgG1vl+2bFk+3AXn1wYkccn4E4O+R+WT8w17T12PwfVl52d/Renr21gD03/voa1wRERERERERGb0cB6lbJU+jsU1jhLt/1My+C2CPu2/rNX3mwWrD/jrZ/g7AVwHsAPCfvab/ZNhbJCIiIiIiIiIiEsjMvgmgHZnIs22sfrjk7GRz918iExjXf/p7h71FInJIO+vKL/GiY9jlmaPLujfGMeOuA8nKFBERETm8Fd7zdNDllyIi+TKzEgAfzv754xz3d48v8JS7tw9nW5SRJiIHXcus6HyzTA2fT/nzOYKz0kBJr+ktR/LOsdm/it7Pvnp1Mda9MbpjsIpHf6CwmZ8b3jyNX5HfXsfnM/FpfuxoPJIHj9X9/Dlak27j4VosPyodMK7Etktm0Jqalfx5bzqrmNbU/2A1rVnzgSNpTUETLcG0W7cMnOiOwnU79/1ZW8BzWgq3NUfe33g0zxKa88OA3LYpFbSmYA9/H2INLbQmuXotrWkJyO8paOFZQnUvRO+X4q08F6pkC1+OP/UirdnxMZ63NvnLj9OakPyyriq+PRT+4Slak4t5CmW/fjK4PjF5Eq3pKuU7i5Bck+R2nvNtATV7A9a/kNcgUcdz75zkZnWdfSKdx856/n5XTuZBm4UrNtIajKumJR2VPOPRY/zflZChiUJy25jka/zYEKJxbhWtKXuBf35Jx/na3nrVYlpTeivPtozP5LltqbIiWlN4z9PRbZk+jc4juZ6vf81v59tm+f/xbbNkM3+vUF5GS5Kbcxzr+4lX8eNretGCyPu9K8d6s8fgMyZn729RJpuMVROQ+QjgAHLtrB9GJqftWACvDGdD1MkmIiIiIiIiImOKO+A++iLlXZlsw2Fnr9+PBZCrR/+grAz86yMREREREREREZFRyN1bAHSf5voZMxuxE8oOaMFmNhfAKQDqANDzW9393w9keSIysmZ+i+etHXEQ2iEiIiIiIjJGrDGzyPPb3J1fTyzfAnAjgDcCeN7MfgpgJYCGXjWLzIznU/Tj7o+G1g6qk83MLgVwE4Bj8nyoOtlExriG9/IQqoLlPKclFjDOwPTbtg6YtjLpfaav+Axf1qZzSiPvrwiIYOkMiOywND9DuWN8QKZTJc+0SxfwE5W3nc6XNe5enjPyyk3H05rChuj7xy3nbYm383PrC9fyTLHEyVNpTXLLwHWrv+n31NGajRcEfB6K7yfvr9f0vfU856ZrPq9hKlbzZKP4g8/SmrZLF9GaEuPbw/rP8myy6f/GM3U6LjmZ1rDntf0jvC2V63huW/rNPCdo4tM859AWH0drmqfy3MWG2XwgmknphbQm9shSWtP0ztMi76+4+Qk6j/TRfPsNGVqn4drotgBA+Sa+r61czsON2i7h20N8LdlJAkhVRR+rEs/wcNBKO5rWhOSttZ3AMzKLdvFsxtrv82zB9DkB69/xx9KaZBXfR8b+9HzfCW6A9RxPE3W1dB7pyfzYEO/kx7PElMm0prmKr+2pIr6vjY/jmZ2JNfz4mibrKALeJ2zkAwLa/o6bvRTuHZoBq1J799KaeHxoLg5LLT/wmKica5ankX7uZQBA2jsOeBmHFMd+XpQRNhrbNDZ8DcB1AGYBOBqZDrfeDMBPBjFfRx59Z3l3spnZ/wPwX91/5vFQrUoiIiIiIiIiIj3q3Z2PtiOR3L3dzM5EZnTRi/dTNuy5bHl1spnZkcicwQZkGrcZwG0A1iETNKeONBEREREREREROajcfRuAN5jZPAAXAKgHUAngWmT6q24HwE9RPQD5nsn2mexjHMANAG5yd34uvYiMevW/+HxAFb+UTEREREREZKS52ygdXXT0tWmscfeXALzU/beZXZv99R/d/cCvzY6Qbyfb6ch0sP2fu//HMLRHREazMp5v0foKDyfzYn7S67S7ef/9qhvLB0xLv8v6TJ/7b810Puv/IzqfYuq/8rasedt4WpMupCWwFD/olv+F58oU7NxJa0o28Ta3nzCT1hz1U/4ar3xvdLZbVynPM6l6fjet8cZGXmM80yl1/km0ZvMZ/H2IB0SfbD9vyoBpvs76TC/Zybe9EvKWFzTzeWw5m2+/RQt4llXJLr6szedU0prxLwZk9dXwNndU8/yexr+Jzlyb/DBf/2w3X/+SmzbTmg038Py3Ar4o1L7M913FuwISzAL+F0jMyDHszbpYn+ktE6NnVHUiz2vaO43vSAMiMlG6g6+jXWX8tUks4zlonfN4Dl/XseNoTdnG6Ky+dGsrnUeqmD+n7ZfPoTWFzXzbTBWTfC4AZWt4Fpi18fW4aQ7fn5T9huc3xkr7tbkFiJUU7/uz81g+vFPhBp7TV3z7y7QmtWgBrfF4wGeGDZ18WXOn05rOKr7tpQuj21N8x1N0HnbMUbQmNnUCrSldxve1PEUT6AzIVGyv4dtV5Sq+feKJ53kNkbxwYAapP3gHkudnpic7m4GH7zzg5YiMRmb2TQAdAL7h7v1TtdcDSAMY9pPE8u1km5a9vX2oGyIiIiIiIiIiIpIPMysB8OHsn/+bo+Q9yJwwtmW425JvJ9sGALMBrBqGtoiIiIiIiIiIHDiNLno4mYDMufcOoP9ZbADwEDJnsh0LYFRdLvocMp1sRwN4ZuibIyLDof7rX+ZF/EoVERERERERkdGmd3DKsQCezlFzUMLw8u1k+w6AtwH4ezP7hburD1ZkjCh6rZjWjD+Dn11b8ItaWrN9Ic/12HM0r6m8Z+BADJYCKu/pyf967ZqBuW39pTZEZ8u88j6+P4630xK0TB2aXWbTXJ4ltL6U562VbOfL2nYKfx/KN/IBMabfG93m0rU8w2b72fw5Vb9SQWs8YPyOouU8yyVxQj2tOeLX62lNcv3GAdPMUxj3w8f3/d34Lp6DNu7RDZH37z6LZwkZj1nC+Ef4a4NOngFU9hRPw1l/Lc+GSpYcTWuKd/FlJdpIps6mbXQe7Qtn0ZrmC2bQmgnP8vYWNPGadAHPOqxcz9+r3Ufz48Okrfup6ZVnNfHp6Eyi2Ea+U0qeUk1r4uV8v1/4B54Ntf0jPBsveTXPW6v4Jc8Ca71qMa1J7IzOvwzJl0q08Cia8Ut5dlTrtOicTQAoX8lzDDGOZ7L5Uy/Smqo1/PgQ8voMzLXzoKy7vgsK2N/kyjDs35YOfqyvuPkJWtPyVr6OVi7n2aql6/j2ufeM6P1brryw/joT/DNX4d25/nfOX8dlPG+tZCN/bYp28n+prYu/n7Hp02hN67zJkffnem3MU0jcnzk/Ju0BYbEihyB3bzGzjQCmAviMmV3p7iG7/iGXVyebuz9sZj8DcA2A75jZh9XRJiIiIiIiIiIiI+hbAG4E8EYAz5vZTwGsBNDQq2aRmU3Kd8bu/mhobb5nsgHAh5A5ze79AE4zs+8AWI7MKA6sYY+zGhERERERERGRA2M4SFcI5mk0tmlM+BqA6wDMQibi7MZ+9xuAnwxivo48+s7y6mQzs2cBVCAzOroBmAfg68PRMBEJN/NnN0Xebwi4Pk5ERERERETkEOTu7WZ2JoAfA7h4P2XD3sOZb6fXich0lnU3TF2wIoeAcbN5LsquDTznZuMmnrdm7w4IdWrgNbEOvnsp3ZSjxoCOyp7pZQPjrgaY+FRL5P2vXFdC5+EB2UfT7+J5HCUbG2nN9jP4+9DG42nQNJPX1C7j71VBK08NaDgy+nCzZzYfeaNsK2/L+ouLaE1lrvGG+vHxfHuoe4FnWTUtnEprdr9r+oBp6S/egU2f7MmDmnZfE53PpisHzqe3kNevbDN/L9NbeDZZ59nzac3OBTzvb9oDe2nN3rk8h691Iv+4k2iPfu57L5pL52F8E0dBC3+NG6fz9tZ9m48/VTD/KFrTOrOS1ox/PnofCQCdE3LkoK20PtPZfnLvubPpcmq/xy+K8JP4+odnl9GSid9aQmv2XMMznRKT+VUpiQ6+XiRfXRV5/46/5Rlydd/i+XBtl/LcrJD8xuTK12hNy1t4XlhVI9//bX0zz2+c8BR/H1qm982a89vvQNubevLyKp5cR+eRnDGR1uDJ52lJ45k8i7Ns/Em0pmQHP1allq2kNelzF9Kaqme3Rt7vZTzfsXl2Fa1pu4JnGJb8jm+/pWv5Zy4v5PvjeAPP7QvZHgI2KxTmyHEVkR7uvg3AG8xsHoALANQDqARwLTJ9WbcD4B8wD0C+nWwrAHRmf7qyP8pkExEREREREZHRwzE6eytGY5vGGHd/CcBL3X+b2bXZX//R3V8ZzmXnO/DBscPVEBERERERERERkSG2HpnuTT7M9gFSRtoYZ2b9z7HXJb4iIiIiIiKyxsz2nVfl7jyDQeQQ5O4zD9ay1MkmMspd+PBHA6oC8j9k0CpfTqDx2ORIN0NERlC8w5Eq0vdUMnpNfnAHtpxfN9LNENmv1IsrEF9w9Eg3Qw4nulxU9sPMEgDmZH9iAO5197ahmPcBd7KZ2ZEAzgAwGUArgI0AHnV3nrQuw67/txFmVgdg+wg1R4ZLezzy7l07eLB17dN8d7BrIU/1Lp/Kw18bO6PbCwC1z/H2dO3nu7ZYr+TYFM/YRfOMMlpT+XJ0exL8aWPje9ppzayv8jD4Dp4JjLZp/L2Kt/DBGooa+HxK1zTQmuYp0f/4dfG3AFW3/oXW1CzhwdZrrplCa9on8Qatv5iP2lu9knfKTH5s4HrxSqrv9Nir6+l8YovmRd7fVsvf74k/4GH66z7FQ9Gn/LmD1kx6gofp+/MraE2V8wEJdiziA1lU//iJyPvbrlyMOAmn7yrlr3FrHV8nEvzlQ+wE/o9q6rmXaU3XsTx4vvk4vj0UNg18bTwGtEzr2QlX3Bz9Ghe8/hS6nD3v5WHw4376FK0JYUV8IJXapXz/13bcEbQm3sr3tbGF0ds4Wjsx+cEdkSVJDxgA5eXoeQAA2vjxzKv5dld5Dx+AIt3Jg/sn3b2J1jQfz48PFY/1HRnH0uk+01oW1dN5pAr5Nl4xjw9KUrGO/68X6+LvZ7KcH6tixwckAj28lJZ0nhM9OEJs9VqkXozer6fn8n1S+Qb+oavhGr6vKGzmr1/Rbn5lWeEuPjhHYuYMWpNcywfWYHK+ly/cjthxmemxZAvQd7Ord/eAjV5kbDCzcgAfBPBRAL3/KTgGwCv9amsBnAngbnfnB6OsQXeymdk5AL4AINcnopSZ/R7AJ92dD6UiIiIiIiIiIiIyDMxsFoB7kRlxtPc3IgO+KTSzOICVAGoAvAHAfaHL4V+55m7cxwE8iEwHm+X4SQB4E4AXzOzSwSxDRERERERERETkQJhZIYDbAByJTJ/VQwA+vr96d08B+F229g35LCvvM9nM7J0AvohMb58B2AvgEWR6+YoBLABwIoCq7N+3mtlZ7r4k32WJjHUzf/wFWjNn5vC3Q6J5DDB+RYHI/2fvzOPkquq0//yqqve9O92djewhIQuQEEhYAiigoIAgoIKoKG6D4/KO+uq4zozr+CrqOLjM4IIILgjDOqCALGoICdkIhITseye9pPe1qs77x62mt8p9TiWdpBOe7+dTn0ru/dU559577rm3zz33e4QQQghxECJnzEFyBX9FWIhhw1nwGWmMxDKd+LwXwBwE/Vgfcc7dDgBm9t2Q3ywB8AEA3E3Sj4w62cysCMCPUv9NAPgWgFudc01p4r4J4JZUHneY2SznPEQQQogB7GniAq6CzeGncjfXoqB+scdr5u3cpZb8O88shyviUPFe7qXY/4c0fgsHRPrpM0q28gkLGmaE7z9LBB1tYbRMotkgb0U+jdnPdVdom8WPVely7nYb8+geGlO3eAyN2XnxKBoz/unw45DzEHcoNb+Le1paxvMB2lUreZ3oLuGXx6Kt/AapYJ+HZ+mZNJ4blxiw3GZOp+nkNIX7wjrLeHkjlfxY5nmYW6JPraAxje/jvpzuBQtpTP5+fmtR8bMlNIbROoa3f1nt3GQc4VUC2c08nbozeFvbfcE5NCbHI6+SzbzN6SpLf85EevrSd+edHppG/qZ6mk/ebt62Nb7zLBrTXcTPh7JXuBOro5p72wruWUpjet7EG//GWeEXz/LHN9M0YhPG05j45q08nXHcbZlo5L66WHUVjXFJfo43n8GvVfm7+fGM7x/UwDk3YFnek600jWQHz8cqKmhMYiy/Weoq59e83Ac9HIXZ/LyKnnoKTyfd9aw/Z8xB5Iw5oSEFe7jvL9LMY0rufJHGtF3L7ytczKMzxONP3NbTPOpoBZ/Yk3VSJtekcXG65GvLk85D+inEick7EXSw/a63g82DvalvftHrR6avi34AwTupDsB1zrmvDu5gAwDnXItz7uMAPplaNB3A2zPMSwghhBBCCCGEEEKIw6F3NNrvMvhNTer7iHayvQVBB9u9zrkHPOJvA/DX1L8vyTAvIYQQQgghhBBCiIxxAJwbgZ9jvWNen/QOnd6RwW96XynzeA+rj0ydbL1zh3v1/jnnnJn9DsBiAB5zQwtx4vDhF97nEaXTQgghhBBCCCGEOIIcQNDRNhbAGs/fzEx9N2SSUaadbJWp7y0Z/GZ16lu9CUIMpoM7fgqf5B3n+y4O9+VkezhssvJ6aMy0f6ujMbuu4qNpu0dxKVHiK9zTEjn5IMv77Y59C3gzF2sPX9/q4UDL2eHhQPsu90J1vo07qCpveoHGNL2H+67iW7bxmDfx41m4k4agfVR4XW//AC+vl9+shw/QPjCV14ksrtRBkh9ytI7l53js4qEuJveXBxF/Y9/yhok8s5Y0isL+FG/jz023v28SjRmzhLtwuq7gTqyCvbzNGbXkAI1pPYW7jaKzD9JY9GPvReE+up4CmgTy9/N9zPyOAJDM4jGlr/JKWj8nj8aYhyOuaQqvf4V70rgOHRDr6HMVZe0kzrUsjw13fB8X3f0cjem4mre1Was28ZgJ3LO0/8PcjVd9/0YaY6eFn+TJ0dypmNbXNIjaW3h5K3/Mr2e28FQac2AKd5UW7hoeh1RnlYc/r3SQ6/CAIdpvWce5vC3JfoQ70PZfzR3a5bfzfZzlsY9x1lwa0lPAz/Gcl7grN3n+vND11sUbnHgBv0YnY7xB7prJz/GCP3JfYrS8jMbEG/i1KjqjmsZEDnDnH4jTLrKjZujCWkMs5VxNJjsAfjsvxInIRgSdbKcBeNTzN9emvl/NJKNMXxftPfP5FbGPwtS3x58jQgghhBBCCCGEEIeJG8EfcbR5BIABuCU1UWcoZnY1gDciOFqPZ5JRpp1sveMVPOa/e43e2L2hUUIIIYQQQgghhBBCDC//DaARwDgAd4Z1tJnZRwHcmfpvFwDf2UgBZP666FMATgXwSTO7I93MooMKVwrgYwh6//6WYV5CjFhmf/77NObca2mIEEIIIYQQQgghjiDOuQYz+ziCzrMrAKwzszv7hXzAzEYBOAvBXASGoB/rX5xz+zLJK9NOtjsBfBLAJAC/NrNrnHNpJByAmeUB+DkCsZwD8NsM8xLiuGZvB3epVU3mDsX4JOOZ7SoNXZ3j4V5INnO/xY5reIzzaVUifIz07gu4S6hjylBXmrsTqD+3b/mov3LHT15DMnR920ncq+Wz3Ztv5d6x3Dp+vCe+NJnGlK/idWvzN7h3Z9IXuRNmz2d5Oj0F4duVe4DXiVhr2svNAMY9wit7z5gSGtNVzg0HdXN4vRh9K99/6TCXQOyJPvde+xf5Po4RRVflA1wnsfP93BOUvZZ7ebLGcafinjdyz01eFU+nq5ifMw0zuauqeHt4O1DyIj+nusbxdr/45WYac2A+98y1j+V+qcI93H/UXs3rcTd9qQLI+a+hHipzCeQ83G/51PC2K76JK3+TF8ynMdnVvN7kHOBOwO4F3L/lorz+VT+yjadTVc5jSFaJYl4nYh5+qbJXuYfUh65yXp6ibdwtaEl+fSjcxM8rHx/d0DPGIdHY2C8Rj2vVWO7py2ofnnfFonUtNCa+eSuN6bpmEY3JKSqkMdk7SDsZ4eeLe34bjfGhaOJJNCaZza/1Vszb9a5zpvN0PA556xzeduU+GO78S3slcw7x2uD+KO6Gx3F43OCMN57HgpFYptcBzrm7UiPYfohgRNvn0Pfy7mf7hfYeoJ86576TaT4ZvS7qnFsJ4N5UppcD2GBm7zaz1+4GzWysmb0TwDoAV6UK/TfnXEbvsQohhBBCCCGEEEKIExcz+5KZOTP71ZHOyzn3UwSj1R5C0K+V7rMVwI3OuY8dSh6ZjmQDgA8BOB3AVKRGtAGAmfW+Otp/iIAB2A/g3YdSOCGEEEIIIYQQQghx4mFm8wF8GQCfvn6YcM6tAfC21Ouh5wOYACAPwdy7KwCscs5jOvODkHEnm3Ou0czOAfBHAIv7rUr3vtorAK50zu06xPIJcdQ55x3f40FTMp0zRAghhBBCCCGEEABgZrkIlGR3IZjJ86jinKsDcN9wp3soI9ngnKsFcIGZXQPgfQh2SH5qdRLAUgQ76+cHc7YJcTzTcSp3iLy8kzs5zKOvLtHt4QMjr/V3nt3G89mdT2PG/4X7fZon8mal9HG+4ft95jA+2Ib3Wz5qWT1NZv0/hDtqCnbwY9A2lTd10z8S7tEAgK3f5u6t+nNH05hENnc9ZDfSEOz7FC+Pj3igeXq472rsD2toGrUX8HOq8qXQ+XgAADvex/dfzgEagmyelRfdl505ZJn704PofnPf8ny+e1CwL7wO7rvGw7fGtUZoWTyNxnSW8UoR9dDClL3IK2njbO7Yc1Fengg7hbN4O9A0hft9Klq5bzLpcXfWXs23qXpZO42J5/PyVC7jlT38DA+oOy/83Mv18RE98DyN2fcR3m4luK4TFS/zSto4nR/zymbu2Ivu5ydfzr7wOtg5hntTuz3cUfnPvEJjXD6/Z8hfxxuuzpOraUxPIT/38v6H1wu3eB6NiTUOur97KYLonJmv/TfayWt6fM9eGlP8KvdERsfwa1XLqfycyfNwshVs5/eJySJ+zH28d4ym93B/bdFOfm7Gn15JYyLzZ9OYjlG8jcxp4B7DniLe6BRs4W2tI2WOp3MzPvsgkucHPstkdyvw94doPicK5vx8eEebkVimg2FmiwF8BsDZAIoAbAZwN4BbnXOHO/rs6wDGAPgSgEMTGY9ADms4jnPuXufclc65QgDlCHZQjnPuPOfcz9TBJoQQQgghhBBCCHHsMLOYmd1sZjt9/Wdm9lkAzwC4EsHztE0IZt78BoAlZsafdB487fMB/BOAjzrn9hxqOoeR/6Vm9msz22xm7WZWZ2arzex7ZsafyoQwbO+8OecanXP7nHN8qIsQQgghhBBCCCGEOKKY2bUAXgJwO4Dxnr95G4DvIJjI8gYA45xzcwEsAtAGYF4qvUMpTxGAOwD8xjn3h0NJ41Axs0ozewLAIwjmDpgEIBfBoLG5AD4F4AUz++/U66wZc0iviwpxvHLmo1+gMVngr3UIIYQQQgghhBjBuNRnpHH0y/QtANMQvOZZBeDisGAzywLwg9R/v+Cc+23vOufc82Z2E4B7AFxrZvOdcyvNLAdAuIMHSKTUY7cimCTz44eyMYdKaqKDpQg61tK5dfov+wCAqWZ2mXPOQ3LSx2F3spnZeACjABSzWOfcs4ebnxBHmv1ncpdVTl4PjbEX6CmB9nF84Ocpc3bSmO1/mhS6vrOK+0yKN/Pt3ncmbzJiXAGEPXM97D25fB/HatJ4JxwQq+3zXuy4gntPijaHr/fxJox9gg8M3vTDRTRm2ie5jqEl32IAACAASURBVCA28SQakywtojG1i9LNVzOQ3AZ+rOrm8m0f/Vz4+s03jaVpeNWtd3Pv2Jil3GSQW8MzczG+3T73UI3T0nhaHh+4vKCGH4fOsvDz3IZpnLnzGQPPmxOYh1Ci4TReR7uLPfyDzfxI5N+7NHR97Qe556ughm9UtJXrS0YtaaUxLpu363UL+UOjWAffN/sX8uMwKu/0oQufexA4u295Iif8WLWM59vk80i5eCv3IzWcwl1q0adW0JhRT/HydL31LBqTvWwtjel828LQ9Um++9A8gQc1T5xLY7Jaeb2JeLQ52c08yMe31nF1+L7xTaf98oHHyr1saJ/Ydz+X3cTvTbovHerZHEz2Y8tpjI9zpyd/Mo3J8xAAR/dyf22yircDsWriiMvjfrOSjR4X+6VreIwHPh7D7Ee4T7fnzfyYZ/2JH3PMPpnHrA937GWflOZ+KumQvTflfYx77F9xIvJtACucc6t9XhMF8CYEHVGdAH6cZv19APYBqEYwym0lgkkxHyfpbjezjwG4GcClALr6jRYzANHU/3uO0BuSvwTQ23A2I+jsexDAqwByEIxkuwDA5xDMOXABgG8C+HQmmRxSJ5uZTQPweQCXA6j0/Jk71PyEEEIIIYQQQgghRGY4536e4U+uSH0/4pxrSZNe0sweRtBZdk5q2RPweMxqZn9Jxf0pzeobU5/3A/hVhmVm+Z4L4K0I+qX+AuAdzrn+U521A3gWwLNm9msAfwBwJoBPmNl/OOe2++aVcaeXmb0TwQb3PgL0eF4thBBCCCGEEEIIcZRwFnxGGiOxTAOZn/p+ISSmdwj2uAzT/kekfwvyfxCMiPsaghlMh5sbUt+7Abw9XedhL8657WZ2PYAXAeQBuAnAv/pmlFEnm5lNAPALBB1svTXjFQA7EQwX9JnBXQghhBBCCCGEEEKMPCalvveFxPS+Zz7WzCLOOa++IOfcunTLzawLQK1zLtzfcehcgGAU24/DOth6cc5tMbPbAHwWwGmZZJTpSLavI+jJcwhEd19xzm3IMA1xFDGzwRVoxHebHypTfvtNGlPBdRJCDKGrFMhpPNalEEIcS8pvX4IGDy+bEMeK7OYEuos9xGxCHCMazh2L8r/vOdbFEAPZatZnH3bOcamvOBIMOA7pOMrHpnekmU8nWwyBQiwsdiTQO+Lu7xn8prfDb1YmGWXayXYugg62xwFc79tbKcRIIXI3l+AXvPMAjcHj5TSky6NDL/sAvxnujPPTNE68rYlCrs/tqEwjXx9E8RYuOvYRf0/4Yx2N2fBvfAfGS9L4MG3g8uxGvo9bJ4U3ZdkHIvR4Vq7kk85Euriyu+MqLm9uG823qdvjMpzI5zGd5VyYXLiLp9M8MTydRJ6HRDvOnxG08/lGUBLuDAYA1JzNE+rymIi4+OSzacyYX788ZNnLPckBy/fdMJumU3XH6tD1NoVPmNEwj7dtHRW8/pVs4+L5pklcPF+yiQuaO6o9zqtRvMxt14ZPTFLwx6Uovz18YpK9n+GdcHVzecUZ/w0+AUrywvk0pnAXl7Q3T+THofq3Q+voEKJpzvFkEtH1fQqT/KpwqXduPa83bdfxCWQiPbw9qf4h38fRuTNpTPsk3lbkPMTF6T7kPhAu7o9fvIBOJFC1mteJpMekLrEnwt4gCmi/hh+reJ6HlL+wkMbk7cto4reDkr+9ecD/zbkBy6yd52PVJTQmef48GhN5dhWNKb6LzCoEIDZlEo1xebwdiOzgfz93z51IYxrODZ/oyGeboh4TBHSN4edm/io+uZjPBBR5G2tpTPtlfHKEaCf/0zr6cvh10W1Kc5PjHBKp5QnHJ985odDsoodKHMFEAGE3UP3/SG073Aydc5MONw1C78wrzaFRA+ltJCZlklGmnWzVqe+fq4Pt+GBwj7eZVQLYf4yKI4QQQgghhBBiZDDZOcd7CcWRZqQdh10AZqCv/ycdvU8Nm51zfFr0Y08tgLEAJgLwnaK49yl3Ru808cdHA9mS+vYYByCEEEIIIYQQQgghjiN631OpConpfUXseHkHvHd48Nsz+M2lqe/1mWSU6Ui2FxD05s1D+EwTQgwrlz37SY+osI52IQ6dnmkdyNqUxwOFEEIIIURaslsS6C6SN1CI44De1yTPConpfe99xxEuy3DxCIDLAbzHzO53zt0fFmxmVwB4J4KXex/NJKNMO9m+BeA9AL5gZvc456QCFyOGU8bV0JjkY9z30vI+7nA48MYmGtO100OK5fE+ftsdfFbk7oXhDpa8Mu5f6Mzihamt5DdGtUkek1s7hsac/O0GGrP+owdxiPR7mT3WQZNBTn34oN7uiqCjLYxNY7nTzpLhxwkAstr4m/gtk/g+nn7rRhoT389HpW//GndMtXtcSbLJHD5T/ocfqKZpvKMz4iFPqVno4Tn0cMQVb+GOuHg+j0k0pWtP3IDl3VxJhMiocJ/ajsu4C8zH01f+Mq+jtadyv0+Uq6HQVZFDY3IaeUJFK3fTmPoLw511Pn6p8bennTBrAPvfwd25LdfzvPJr+HbnLuEPXnOe4SdN5wVzaEw63BMRdC6Y+tr/4/nhba3dzx1UREEKAIjOmUFjDryb+xJ93FC5OXNpTHIx92/1FPNrSPaB8HuYnkJ+bUjk8PYvr87j5PQgbz/3l3WV8e1uvJLv40i3hzOWRgA9FYMaQbMBy5LVvDFOZvF2P/cZ7jmMTBhPY+I7uBS14Wx+z+XldqsOG9ASkMjmL0llt/B7IUaygF8bcl/lfxfEJ/JtivXw8yG+ZRuNyfaIiZaX0RgQV2Ribbp238Elgv3+ujM+ycl2qDwL4CYAl5pZ0eDZOM0sBuCy1H//fJTLdqj8GsC/IRiBd4eZfQrAHYM1aGZmAD4K4NupRe0Abs8ko4xeF3XObQTwRQTvsT5tZhlNZSqEEEIIIYQQQgghXmOrmbWEfY5yee4H0IJg8oNb0qy/EUAZgC4AvzuK5TpknHMdAP4BgAEoRNBxts7MfmRmnzCzT5rZfwF4CcB/AihC0B36eedc/cHSTUemI9ngnPtO6iD/EMBKM9sJYBsGjB052E/dRZnmJ4QQQgghhBBCCCGOPM65A2b2dQD/DuCbZrYFwL3OuaSZnQfgJ6nQW51z/HWBEYJz7j4z+zSA7yLobJue+gymd0jy951zt2WaT8adbGZWBeCSfr89KfUJ/RmOh0GR4pjwwRdu8oji06ELIYQQQgghhBAAjqfXRUfa7KJA0BE1D8C7APwBQI2Z1QHodUjcC+Arx6hsh4xz7vtmthbArejblsHsQjCC7e5DySOjTjYzKwbwJIBZCKqGoa+XT4gjxuRCPkLziS3cwXLSHw7QmLoD3Lcx4Ts0BPu+xJWF2VHupajvGkVjrCTcF1F6H9+mmku4c8KKeIzzEHQls/ib6tu+yj0tlQ8PTWdnAqhc3rfcQxGHOFF9xbZwF1jMoyX08YVFerg/r+Ilfrew513pHsoMJNbOY6K8OJh0L78naJ8a7hnpKeT1po5rjZC7jx+Iwu08ner7XqUxNe/gbU4bV+FgVCxNXe8xWL/lxTu4Q2XLzRNC15et52mUvMpnYG86mbcnY763hMbs+xT3/WW18pNmz7m5NGZSDT+Hyx8O95ftv+4UmkbRGO73KdnC3aA1C7nTrruIO4mKs8LdPQDQPJHnVb6eOxMbp6c5Dga0ju+rx2W/4N4nho+vrnAnb7hyG3jd6nnTAhqTt2obT+f0STQm2ulxPzA3XJpY+auVNA3L4m1ty5u5g6/olJNpzIEJ/Nz0cYF1vYf785J5vO3vvuxMGtNZPnD/OANax/Wda7n1vN7kL9tCY1ov4Z65wvX83rf7rWFO8oCyF/m9b88F82kMNnHHWW5NW+j6eDFvtyKncW9l21guEM1btpbGRIs8RKT5HhNfLeIGpWgTb0cTZR7lWbI6PJ90zraXIojOCZZH420A14cKgdSotRsAPIHAUTYLQC6AvwP4bwC/ds6NxC5MinPuCQCnmtl8ABcBGIfg1dgaBNv3jHPukAWlmY5k+ziC2UUdAgHcfyHodNua+r8QQgghhBBCCCGEGGE4525CMKmBT6wD8PPU54TDObcSAH9ClSGZdrK9M/VdD2CRc44/qhFCCCGEEEIIIYQ4mjgLPiONkVgmMWxk2sk2FcEotn9VB5vw5YEtp5MItl4IIYQQQgghhBAic8zscgDfA/B755yXS87M/hPB66Tvd84t9c0r0062BgBjASzP8HdCHJT5RVyQNC6L+yT+t507RJoLuB+ku4ufFlNue4XGRNvKacwr68fTmPwG/qQjOSX8lfG6K7nrJbKHeyAKd3g4T4poCDrHc6dJZFcBjznIZvdfXvYKd0xtuTrcMZXdTJNAgmtG0F3KtQX1s3gdzW3k6Yy9dxuN2XHjJBrj45FDK7cFtI6pDF1f8SKfmTy3lrujcrgKEeZhj2h6I/fVVa7gZd7ydn5C1HxsqCfI3XbvgOUFNdynNuXHm8IDkjyN7R/iniXzqBMF53OBXvUPuLet6wruG5r0C/7Mr+GNk2lM+fPh7WR2M99/9WdV0Ji8et4eT/rVNhrTvCjcwQcAWX9+gcbwEsPLN5RXn2b/uIHLO65eGJpGIodfY2Id/ASONXfRmNYJ3LNUtmQPjdn7Do9zhlcdjP7zXhpT8eTW0PVJ477Tngs8fGsb+D1X+9RSGpO/j+ts2q/hjr2infx4Rp4enrd9eq4dVB4HRLv66lz+S7xOoJLf/2U38X2T2BR+vAEgewNp9wHEF/P2OPIM33+dF3NHYbQrvH2zv66iaWD+bBrieFVH4g1n0JjYBn48XTt3qWH7Tl4enooXsTGjw/PJSec0NiRTy5MR7jwWx4StZuF3qM45j7+yRAjXIJhJlF+4+xidir8SgHcnm0cTNYDengU2m6gQQgghhBBCCCGEEMeaOQjeynwsg9/8GcFEnx7Tr/WR6Ui2XwC4GMHsEvdm+FshhBBCCCGEEEKII445vzcYjjZpyjTZOVd7DIryemJc6pu/RtdH75Bi/vpZPzLtZPsDgPcCuNTMbgXw6eN12lYxPGzcNdYjquqIl0MIIYQQQgghhBAiDb2GjKYMflOX+s7oTc6MOtmcc0kzeweAXwH4JICLzOwXCF4j7fT4/bOZ5CdODGZl7w9df0U+9zkt7+LuinectoLGLKnlXp6J1fU05rk75tOY+EX8/LUu/sa2LeTpJOPR8IBt3G+WqOD7uPr5bhqz8QbuuZl2J09ny9t5OsV3PTdkmbnEgOU7vnoOTadnVPi2R+LcX5HTQEPgoR9EZxmPKXyR+0H2vm0SjUl6aDnKNnCZ0L7LJtKYBFHN1ZzNNRMVL3EZWDLGnU57z+cxM762kca0L5pKY3yOeeXyoW63dQlg9N/7lkf38nZp1w3TQtePfZoL66L0Sg6UbOVmmdp5/PxNLOTn5vgnefvXeMEkGlOykbsZaxdXh64vX9dG02iYzdva7iLe7ueN4r6r3FruqfLxXeXv4e1JrNbDmZjmtDIH5O7vq1Qd1eENQeHvuO4keQG//prHPYMXHXzf+PjWinZ6iAx7PBxdF4U7phLZvG75uMB6Kng9znv8RRrTdeFcGpO/28N3tXQNDWkb7FJLQ8lzO2hMTtPQYzVgWYK3f/H1/PoRK+BuvIYbuZOy9I6h90FDypPP/9zLq/CwMz7BHY/Mg0buVgEArZPCPbkAULyyhsZ0Tgt3wQJAfILHQACP+hedO5PG2AHejiYrSmhMfM268IC9afaNS8C9sDb4p+PXDiFOUA4AqAQwE4CvyLP3Zj8jmWFGnWxm9iKAEgBlCN5NnQPgVs+fu0zzO5Exs8UAPgPgbABFADYDuBvArc45jz9zhBBCCCGEEEIIkRaX+ow0RmKZTny2I+hkOw1Bv4sPp6a+w0cNDSLTiQ/mIBgq1/uIwTL8CABm9lkAzyCYpSIJYBOA2QC+AWCJmfHHGEIIIYQQQgghhBCC8TSCPqn3mhmdBtrMyhDMReAA8Ffm+pHpyLLHAHSnPj2pj/phM8DM3gbgOwg6194N4A/OuYSZLQTwJIKZK24HcN2xK2VAsiaT2W2FEEIIIYQQQgghRhy/B/BZBML4HyHoi0mLmRmAHwIYhaC/65FMMsrUyfaWTOLFQMwsC8APUv/9gnPut73rnHPPm9lNAO4BcK2ZzXfO+b4rfMz4VQN3YPy1NtxbVJ3HXTll2dzb1pHgr0rnfbWYxtR8jvtK3vj+ZTTmgefDvRQAkDuOO356erjBorwofP/sz82nacz6/BYac+BN02lM6STufdr8YV6eMQ/x/vudXx7qdEp+60Hs/Oe+5ZWruAsn98/hjrhXb6ZJIG8/r38Np/Jtmvop7lfZ9ynusmqZzEVBJRv4YObOUh7TMI87akrWk3rsMdY5q4Xn0zo+m8ZE23lmNdfNoDEdHiqXgt08pv70oT46t2rg8vg53FlXuiV8/3RV8vOueDuvN3n7uM8lby+v69uu4N6nfWfzgd3VS5tpzK6LeNufTZKpncc9QVW/5JftZBc3QkSqeeWKrOFvLvS852yeTjc/rxoWhfvqACDaNfSYuwjQNr7Pz1fybPh1pv69vLzxdPK3QVQ8w49D0YZNNKbufbw8Pr61RDYvc3zHLhrTuTB8crOC3R62kSWraYjPay4eKjpk/Wk5Dzr7NI+UOJE4b3OSo+nABcQeH+gdM5cYsMydwh9AN7+R+3/TOWUHU7aa3//1XLyAxnRWeDjZKvm+QT13g0biPjUjnHRevMHEt3HhaW4Ovy9zHjG8hQSwlZ+/8Vb+9060iV/PmH8w1jX0GLhHHkTXWwPHX3dXK/Cnh2g+4qiz1Sx8HlTnHL8ZFAfFObfSzB4FcBmAd5nZSQA+7Jxb3z/OzKYB+CWAcxB0sO0BcFcmecmRdnR5E4BJCCaJ+HGa9fcB2AegGsAN8BfyCSGEEEIIIYQQQoj0fBDAGgQzjZ4L4GUz2wrgJQSP/E9D30yihuCZ0gecc3zWvn5kOvHB+al/rnbO8a52MZgrUt+POOeGTDGTmr31YQA3I+g5FUIIIYQQQgghxInLZOdc7bEuxImOc26vmV0I4FH0daZNTn166R1+3oOgg+3xTPPJdOKDpwD8ZVAhhD+9886HzYG9NvU97giXRQghhBBCCCGEOCExAOZG4OdY75jXMc65dQDmAvg2gDoMnawzDuB+APOdcxm9JtpLpp1sO1IZjz2UzAQmpb73hcT0Cg/Gmlmmx+e4JDfKHWhCHEty9nBnhxBCCHEssbiXPUqIY0bbddzlLIQQRxrnXLNz7gsARgNYAOBqBLquiwBUOOfe7px7+VDTz9TJ9icAHwJwDYIhdiIzes3LPp1sMQCVJHYAZjbkFdR0Yb7p+fDgtrk0ZkLpARrDOtraElxmPqtwL40ZdRuXju7fxeX+f7r/LBrjJvLOwzGlTTRm1/PhomMAqBkf3gmUdxLf7o238Xyqy7hou3FvGY2xJo9JAmbyPuboQd6O77+8cYpHM+cRwzrauj1UpFmNfJtqfCY1mM7/kJrxc37MaxdwqXySn3oo3MLlzNGO8PUNp3JZck9BDo0JV8YGFPM5PlB++xIas/Mr/FgV1nCBc/6mhiHLLOFQ9de+823n5VyE31YdfhzK1/EJC/afwQ94bp3Hufm3NTRmsptNY7rK+TGvXcAnNcjlvm5kt4XXwXRi/8FESnlZEtNn0pjuCL9UZztenvKHXqExrRfyST4swfOydLvPDVzecnb4ixDFWz3E/T54yPTr5/KJN7JbeLtUsI5fFxOj+AUiuXgejfGZdIR1tLVftZCmUbR8J42J795DY3yIdPJ7peQifjyjaWTvQ9JZ8RKN6XnTwIkE3BMPDphcoMf4uenTVkTneJx3jfw63lbC71+K7uaTLHSfz+tfVhZvuxJ/XRUecN0i2tFWcM9Smg/OOZ2GxD0m+YhVjuJ5eZDwmNTAK5254ZPFAUBeXbgaKtY0tB0155C3KyhjtGfIpGsS7ovXLc65JAIP/rC68M153KS9Fmw2KVWAEgC3OOd+NpyFOdExs1YABQCudM6lndbFzK4A8GDqv0XOOe9WO4NOttfuLPPz82GpG4a2tjYUFPS76XQeM3om+cWd3Y8Y/OtgGBGPdJxHH2PC8RiX8Oir9BiHSK5pQV5Jj7xYiE/Pg8d2e5XXIx2vQ36I1cL1dMOy+joKhqNX2WeTvMrrcyh9DpVH3Yr0eBwrjz/kh61bnhTHZ5uGqanw2sc+I0KSWbxzMW3Hw5CYoQVKuB5Era9j18UO/7zyKUuSbxIiPoNlkh6ZRfhB9zr3jtY7Fz71xme7h2uQuvPIy6c9ifpcrHhIurySiW5Eoh499b3ZDNM57oNXm+OBTwckvRE6ivicU+napKEJHf4skgC82gGfCui1XQneeLnowEYw0zrsi/n8/eV1P+Bx7+ax3Yh4NP4+BSJtoIt5XDd9RmT6lDfpkY7PuZnB38qHjc92sSKnKW8i2YNoJCu12iHpBjwAbAM5uMdTJ5uZVQJ47enHhG/8C6KFfHbwo02itRU7vvgv/RdVycl24pDRSDbn3DYzewuA3wH4sZldD+BuAMsQvM8a2rI654bnsdfxyy4AMxDMHnowKlLfzZl0sAF+DeDghmfbtm2orKwEABQWFqK135OYZA2fpvy0ZdfTGDaSrTyHd+YlPW6wfEay1fXwRvYvHiPZupbzqc47PEayTZnEByr6jGTrGR/+dDuvkD/97unhF/bqMt6Pu3uYRrLl+IyWSfMw75XvfR6nfPrbr/0/wjed0uUxs33UI5+kx1un2Y085qiOZPMoczyPx2STQZs+I9nyanid8PkjPY8PPPEbyfYFPpKtesWhjWR7fMP3cMmMT/fl5TGSLZucnuXreFu7Z3E+jRmzhI828hnJhgXDM5KtZQKvpMYPw7CMZCtaspXG9Eznxg2fP5yz1+/i6XTz65DPSLZ4nsfonTTt8dL/+QIWXf3N1/7POqRy6zOavOugWJy3J8M1kq3s+Roa4zWSLYffkrOOpGgnr+jtY/k5flRHsp0+i8Ykc/g53l3GO8KyH11OY/qPWgOAvz7xFSy++N/6Fnh0ynQX8fup4vX8LQ+fkWzNC0+iMfn38pFhPiMpsw6QIekAEmvXh65vezt/XdRrJNvZfCQbhmkkW7y2juc1XHhsVzI7/F4o3Ui2J1d/Cxed/s8AgO6eNjy99nv9V5/Ywn1nnk/sjjIjsUxi2Mh0dtH/Tf1zO4AJABanPj64TPM7AentZAv7a6m3tX+9d0gKMWKYfH8Ttl7FO6SEEEIIIUR6klnmNdJeCCGOZzLt9LoUfcNJe7/VDetP76PBMKFX76OkHUe4LMPC0jN/RWP+cdcbQ9e/XD+GplG/jj9pWruLPw096So+yiA7ykcJNZ/sMZKjlo/A2L6GTyI7d/FmGrOloSJ0fVurh8tqTy6NqX+ZP/kv9nhpuXka38c+r7ZVvzB0+NiG5MDlW97L08nbyPfP5PvDh2Kt/yjfN1V/50+3W0/yGMHSwNPx6RSMeIzuyeeDNNAxycNV1RO+XeVrPUapebz50cQHonqNziseNJohHaOX8lE38QJ+rBrnDW3f3CYbsDzOqxdiZJBBbA1vS3JP4Z7NutN4W5E7nnsru0p4XS/dzEdi+fgQfR4Yd5WF18Ecj1Gmefv4MMm6a6fRmKrnPRpSj1eY3GQ+ai7v/udpzN7P8FGbaUfzRoDWsX37dfTfwndivITXrbYxfMRSVjvfN2Xr+agcHxrO4fcwWa38ghbxeO0099Fw31XdzWfSNCrW8hGtiPOLg53F2wqsWEdDOkfzxi3W4fGap8cr9bHp3HfVHR2ajuu3LLuRt/vZT3D3G4p4w9V+Ln+jpPAhrhFKevjLfLAOj5GmHj7EZFb4seq6nF8/ch5eRmMi8/lo6fjKQ/aaDyA2g7fr8Q2beEIeo+8iZB/3lKZ5vcDsteU93ZogRYgjTaadbDswbFac1yXPArgJwKVmVuScG3AXbWYxAJel/vvno1w2IYQQQgghhBDixMBhZPZeDC2TJqA4gcjUyTbpCJXj9cL9AH4IoAjALQD+fdD6GwGUAehC4L0TQgghhBBCCCGEEMcBwzS3kvDBOXcAwNdT//2mmV1nFkwzZmbnAfhJat2tzrndx6KMQgghhBBCCCGEOGpMds4VhX2OdQGFP6/3iQiOBd9F4F17F4A/AKgxszoAc1Lr7wXwlWNUtgFERr9KY/I8ZiD97rjHQ9d/InlZ6HoAuOTi8NmKAOA3y/mMRVVfCpvYNaD2g9yhNP1n3Fey+R+5ty1rI5+WcfWGCTQmvzzcLXPSXfxU33mjh2duNS9v8+kezo5O3r+f3cyT2XPuUJda8pmBy6P7+Bhx5n9rncyvayd/mM+GtfG2hTQm+wCvfxO/5DHz5VcP0aE0iPz93N3RUcXLnFcffhzqPfQ+kz/3HI2p+y/ucpl4Fz9/O6q498lnBrS8mR6SuMTQCmgJh9IVfZN95e0rpcnkrAufEbBrAW+vy1/hviY2QyQAdJfw/WdJXm9axnOB3kn38JkQd13DZ+Ab9WJ425VTwz1p8fO4+6jyNn7+7vsEP39HFfJ90zyJ+yZx2tk0pOxVfs7kNAzdf5YAKlf11SmXHX4t8ilv6a94OxCdzeu6j1+q/lzuW4vnchdY8W+4967+w/yYF0wI97iWvsob9e5iXm9ipcU0JuIxk2nTtdwRV/wgn4m45a3c81W8gUsTXf3QmZwHk5c3sO0y55C3u98snz0eTtmJvL2Jb9lGY/Jf2ktjuhdx71jk2XCXHwB0XcXvTxK5fKr1WHt4vSi6m5+/w0XTTF6PS3tm0hiftsLHtzZcrjlbHu46zClJs92JJHJe3Bb8Pjk8PsrjhuPndVFxhDGzXlP3o0d6Rl11sh1lnHNJM7sBwBMAPgpgFoBcAH8H8N8Afu2ch81YCCGEEEIIIYQQQjBuBxBFKlqMuwAAIABJREFUMOBp5Haymdl4AJMBjAOQ7rF1FoBiACUASpxz/+dw8jtRSHWi/Tz1EUIIIYQQQgghhBBHhm0ApiLov3rxSGZ0SJ1sZvYWAP8E4A0Z/lSdbEIIIYQQQgghhDiimAs+I42RWKbXAfcB+L8AbgLwwJHMKONONjP7MoB/6f1vBj9VVToB8fG2/duq60PX7z+bezRW3XcqjZn13QM05or7uUPpnt3zaUzDl3JpTHT1KBoz+Xtracz6H87geT0X7p3YfwZNArHN3NPSNpv7XizCT/WyFdzXVPHf3Fu06YdpPHwGdFX0Oa5m/JQ7WHZcHX6smiZzh9zeH3An4PTfcA9GZDU/p7b9q4e7ZxcNQbSbH6umKdyb1VPA86ojSp3CnfxysvfTfLtLwlUlAIDG6fzSl9VGRH0AcDb3BL1yE3dMla0eWh63xVBzcZ9DsoM3J8g6fVroeh8HX+WqNhrTPDWfxhTs9nDY5PHjULSrh8Y0nh3uqQKA8X/cQWO2vzvcfzlqbQlNI6uFe6oiC7iAsOo/ePvnw6hxY2lMz+QqGtM0lfs4Cze0Dl3oHLJq+5Yzb1HuaO6F6rySe41y63j9azuF+6VK7uT+KOfh4Wu+kXvvqp/08G9NCC9zZwW/jmd18LYtWcDbrUgNv7YW7ObpJDv4ddHxy5AXbjJvK6w7zTncz+LCvIIAkHiFX8djM8Lba8DP89W5gG9TsUdeRS/wm4aWBeNpTNafXwhd73Mu5NbxdjT7seU0puyZ7TQGOfx+FG3cVZo8fx7PysO35nNfYSteCQ/IS/M3ilnf8jQeWCFeJ3wPwPUArjSzbwH4snOONziHQEadbGa2EEEHW+9fQ88A2A3gBgSdaF8HkETgGLsEwHwAmwC8D8HwPCGEEEIIIYQQQgghjgrOuVozuxjAnQhGtF1rZvcAWAagDkE/VtjvvZ+AZjqS7SMIOth6AFzmnPuLmZUj6GQDgP/nnGsFADP7AoDvAPg0gJuccx/JMC8hhBBCCCGEEEIIIQ4ZM+t93yWCoE9rKoDPef7cIYO+s0w72c5PZfAfzrm/pJYdABBHMFNDEYBW4DW5/2fN7DwAHzSzXzvn/p5hfkIIIYQQQgghhBCZ4TAypVUjsUwnPjMxdM9noj/zJtNOtjGp79ckFc45Z2b7U+smABgslfgxgIUIRsGpk+11yA/n/TZ0/QObuM9kdDTc8QAAP77jjTTm51u40+m80VtozANreJlLamgI1v+I+9Ysyt0JXWeGe5Ty/8qlWU0LuMMmaw/3q1QvT9CYXZdzz1LDojNpjHNp8jIgWdC3vKeqkKYTIa6qkm38GPQUcW9bIp83uQ03cK/HqDV8Hx+YySU2efv4dSW7iYagdDMvz95F4eUp3MXTKH5+J43ZceMkGlP+Cq9/zRO426hlMneT5W/n+zidb83ZwOWT/lhH0+kaF+5mTOTyOtpTxLe7+DfD46kq+wVPp/ut3L+VyOb7+MB5J9GYCT8L99zUvW0mTQOV/LyLdvN2tOM8fq2q/gF/ayG+ew+PmcOdTqUbuJMorT/KJQcsj+SE+0wL19fTfGrPraQxrWP5uTn66Voa4yNqsb+tpjElS/l5FY/zdimyeWvo+iKyfwGg57zZNCa58mUa4xZyV25PId/uvNkn05iizdwV2T2K3+fE2j3uPeaWDfi/W2eoP6NvWel6fi603MC9Y92FvN0qr+T3L/l7O2kMOnhM6xnct1b0PHecsXOmZH0ad+MgbO1GHlNeRmNcWRGNaZrD0yl9YT+NyVrD/3Zw82bRGDDfGgCbMSU8oPMg9bzXyRaXk22EstUsfDoE5xyv1CKMZ3GUujcz7WTrQOBbG3yV7+1kWwjg+UHr1qe++R2jEEIIIYQQQgghhBDDhHPuwqOVF3+sPZBtqe/BU3CtQjDU7i1pftP7OHFMmnVCCCGEEEIIIYQQw4sbwZ+BTHbOFYV9hnW/iCNKpp1svSPYBr/j9ljq+xIzu3LQuptS3zsyzEsIIYQQQgghhBBCiOOCTF8XfRjANQhmE/1Ov+UPANiDYLTab8zsPxF0ql0C4GoEfbVrDru04oTkbVO4z2TSL79DY951xjIakyznDowXD4ylMVN/xf1RjVwzAiR4efJLiDAMQPuO8IcbTfO4hwRt3CU09XcHaMzG95TSmEgO979lb8jj6aSTfySBgs19Hpj987kTJruZBDj++v6Er3I/klvMfWtVT3GH0r6LeR3N5WojNJ7Ct6tkA6+juQ8MtgQMZVT+otD1TVN4/XORwYOoh9JdQkPQU8jzauUKL1Ss4/tv9HO8rufsaBiybFPcYfLdfYrTeFW4bw0AclZuDl3fuWAqTaNtLD9f8i/lvsTsx5bTGFswl8Y0zOC3KSVbeXvcPIEfc1wa7lyLdfLjHeWHG4WPvkhjyou4iwlTJtGQ2gv5SwTJKD/Hc1r4/iu004YuXPogsKhveXvV4TvZchu4TyjWwWMSG7lDKTKf+8siLdx3teeyahpTuZK7viJLw11p7ZemOQaD8NnHPi66xhncgeZDT1E5jfHxl5X9kjse7TTuxCr91cB0zCUGLIvO4S7d4ld5/YsXZdOY6PL1NMbyuIfPedzD5O31cM0tnEhj4vmTQ9eXPZHG3TiILg9vYFZDB43pGM/b0cLfLaUxyTx+P4pTiCcNfq5DHyyPXKfz09QtMyTKg3M24fEngRCvB8ysAsBZAKYjGHz2C+cc+6vQi0w72X6LoHNtrpnNd86tBADnXLeZfRbAXQAKMHQq1ASAfz/cwgohhBBCCCGEEEIwzAWfkcZILNPrBTM7CcBnAdyMYL6BXv4XQHO/OAMwD8BiALc75/gsPCky6mRLdaa9C8B259yWQet+a2bjAHwbA19D7QLwKefcqkzyEkIIIYQQQgghhBDicDGzBQAeBVCOYE6BXg7W7fkQgNEI5iZ4wDefTJ1scM49NbiDrd+67yLwtX0JwE8RjGib65z7Wab5CCGEEEIIIYQQQghxOJhZEYA/AqhA8KblLwFce7B4F7xrfy+CzrhLM8kr09dFKc65zQC+OdzpCiHEsSJ/Tyfax3LviRBCCHGsSMYMkbjeQRIjl/YzJiF/xbZjXQwhxOuTmwFMAJAE8Dbn3KMAELwVelBeSH1zsXE/hr2TTYgjwbb3/18ac/3SD9OYohifRKCjh8toY19qpDH1e/hAUYvym+GObVx4nlsfLgXOm8onLMj6HZcP719YRmMmPsb38ZarPYS/3CWdVjJuAGL9/L09HhNel23kmuf8PeEFio0fR9Oonc476g68jYvKp3yGT7JQe8s5NCZvL5dJd/FD7kXx5nCNQXs1P1CN0/k5lcjnwummSTydqXfuozEuxmXwDWdWeKQzNMZtNXRO6Vse6eHb1X32dBrDyGrlbVLTFD45QrWHML5hDpdSj76V1/W268In1QCAUS/xdolNAJDM5vWmp4DHuLnTaEynhxQ9d0sdjSn7BZfB+9B409k0pm3cUDm4s4HLI4nw+tU0dxTNp2MU38dFu3g9PvCes2hMXh2fVCPnYS4zr9oYPikJAHS+bSGNKazi+ycZI+16nG9TrKqSxpRs4uL5WH0rjYlXeMjpE7z9i5TwWW8Sa9bRmNi4QRML7Y4MWNY2ieeTu5/vm6y/r6Ux8XPm0JiOSt5WFD3IJxiLtPE2MruJ55W/N9yq31Weg/YzJoWnsXonzaf1LD4JQ8EzG2jMgRt521a+ZC+NSUR4u+QzaUZyPZ+QxS0LrzsWS3ONTiaBFa+kEvC4wT6RcBZ8RhojsUwnPtcgeC30Z70dbB7UpL75rHP9UCfbCY6ZtQxedEwKIoQQQgghhBBiJLHVrE/D75zzeDwtxHFJ72g0b7cagN6n7kenk83MxgK4AsCZACoBsBPSOecuOtT8hBBCCCGEEEIIIYTIkN5XRPjrKn1Upb6HDtcPIeNONjOLIphB9BMZ/N5w8BkbxBFk8NMIM6sEsP8YFUeI45KtVxVg8v3eszYLIYQQQohB5D79Ejov5K/BiqPKZOdc7bEuxBHDYWT2QozEMp341AIYA2AigDWevzkl9V2fSUaHMpLtLgDXQa8dihHGbxf9F425bsk/0JiWp6toTMEFHteiFu4tcsXh7goAsCruTuiM5ISvbyigaZRfz9uOxgM8ncYLaAhcB/erFO/gTcy+K4c6RNxPgNaz+nwoWZv4g4eaRbwp3HpV+LZP/corNI3AtRmO85jzueZT3LfWPpZfvU96gte/3Oc30hhu+AF2XxA+2Dl/Py9vdjPPJ7uZ78BOrjVC3bm8Hah4oYHGtFfxetxRnsZz8xRQN7tveW6jx90YCSlf3UST2HdlKY056Wvckxa/YD6NqXhwPY3Z8Xle18f+rZ3GtE7g7UDJK+H7p24+3zdVT+6mMR0nc99V5yh+/ag9nb+5ULRzNI0p/P1SGlO6ge/j+jlp2kgDOsv6zsnqR7aGpnHgAu5Zyq/l14+8ndwFlvMw93M13MzrX+d7uNMp4tFIFv9+GS/Pu8I9cjGPa2uy2ONhfCGPaZnIHaOx6vB7E18iPbz9y3met289b1pAY1rLB94PuHsMjYv7rt0la3i7b0l+HJovn0djipftojGxA9wRl+zi95HJCn5/l72KuwUTjeHOYsvLQ+7TL4XGtF00l+aT+8DzNAblXCpbvpzfz7efwu8Hsh/h5y88vIEW5a7X6ATiAM5Kc0+7wRCdGrSv0Xg7sIlmI44+A17bTYde5T1s1iHoZJsP4EEWbGYRAO9BcIcd3nANIqNONjO7AMA7UhklAdwH4PcAtgOog/pkhRBCCCGEEEIIIcTI4QEAFwP4uJn9xDnHXhv9EIAzEPRxPZZJRpmOZPtc6jsB4C3OuScy/L0QQgghhBBCCCHEEcVc8BlppCnTif3a7sjglwD+GcFotvvN7B3OuSHTGZtZFoCvAfhMalEzgF9kklGmnWynIujJ+4E62IQQQgghhBBCCCHESMY5125m7wfwCICzAKwzs4f6hXzZzMYAOB1AGfrmFfikc85DWtNHpp1svUKSZzP8nRAjgnvO+QmNObftczRmbx33KpzyL9xltflTM2hMz0Tu0sgaE+7LiUT4I5z6Xdw3FCngDq9EJ29WTvpf7s3aP4/H5K1J441JDlye5GojTLwt3M3TeNlMmsamb55BY7IbuZ9r8gMeDr4KvlHj76+hMZs/SLweAMZET6Yxu97gccyfDK87Lsb3TZKrStA2hpfFJ52Wibw82S3c95K/j597TdOG5uUM6O6X/Oil3ImFpeEO1+TZp9EkJn5vNY1xC7gvp3Ea9zXljuLtn49vLWtHHY2xceNpTMu04tD1VU/toWkcOMdjhnfH60TZMj7xVc+Fw+Nb8/FUxQv4SVO2oWPIMksOXB6fVB2exhLutIuPLacxiHpogz3Oh/Kfc/9gy/WLaExOI5eyuTO5DD6nKTyd/K3hPiwASBZwT1pnFXeyFewe6kQdTLSLb3c8n1/Pcvbyv226LvK4Bj+5isZEzxtYLywJ5O/tfu3/HVP4vVLuHu4EzL+PO8U6L+HnZqyV35fhnNNpSPYmfs/Qvmg6L08HOebPrKRpFDy/hcbEaQSAMdx/mcjj50NO7dC2bQgLT6UhrpuXOpmXxtE6iJZx4dfX4vVp2gEDXHZwf+QiHjdBQpygOOceN7NrANyBoG/rnehTnt3QL7T3RuKfnXO/zjQfD8X2ALanvjWUUQghhBBCCCGEECMTN4I/4pjgnHsIwBwAP0LwKqgN+gDA0wDOd85951DyyHQk28MAZiKYkcFjWhchhBBCCCGEEEIIIY49zrk9AD5pZv8HweuhEwDkIZjMc5Vzjr8mEUKmnWy3AbgFwKfN7OfOuW72AyGEEEIIIYQQQgghRgrOuSSAlanPsJFRJ5tzboeZfRLA7QDuM7N3OufahrNAQhxr/n7Jv9OY65b8A43ZdRf3dpyUNWRCkyFsW8VdQt3l4W9+Rxq588QVc1dE7kvc01J8wX4a0/J+3vRElnPvTmdlmrHWNnC5JWky2PaJWaHrszxUlyVcwYeCGu6n6S7h+6bmHP6mf7Q73H0EAOUv853j4/gZncePVeu48O3qLOcOpTHf5X6knT9ZSGNO+WEDjXFZ3Fmy4UP8HC/azLdrwleHbtdmlxiwvPPKs2g6hePDHXt75xfQNPImcK9M02Re/6pWcU9QezWv61bJfTl7zp9AYyb8x4s0JtEa7lHa9+FzaBrF2/l2Zz/JvXeJ07kHsqOKhmDnl3mZJzzaQmO6ynjdgR2krvdbbonwNrDzZN5u5W7kxpKkR3ljddyb5eN9yq3nUbF2HhMv4tfp7qLwc69zfgVNo+Iv22nMgXMn0Zhxj/Frg3V5PIuvDHchAkDneO7BzV4S7lYFgMTZ3CcZ6Rl6Xey/LNLFr5vWw6/1PrSN4XWi4vFdNKZrFvevxooLaUxWG6/HWet2hK73Oafidfwa7cV27tFMLODe2cjT/G/v6FzeZic8fIixDfzvgoIl9aHrOy47c8gy97KhY3wRAKC7ywB+ugjxusHMogBGAWhzzvGbAw+G3OGa2Yc9fvc4gLcA2GhmdwLYBIAaUA9FGieEEEIIIYQQQgiRKSb/mRiEmZUC+DiAqwGc1m95G4BnAPwewN2pkW4Zk+4x8k/hp+JzAEYD+IxnXg6AOtmEEEIIIYQQQgghxFHFzC5H3+yiQN9kBwBQiGAw2VsAfM7MrnXObcg0j4ONOx88w8LBPpnEesynLoQQQgghhBBCCCHE8GFmVwK4H0EHW/8+qhoAvf6M3uWzATxnZvx98EGkG8n2rxmXVojXGfec8xMac82SW2jMqhem0phkLh+lesbJ4Y6V5m7ugdj3APcaNU/nnpGutZU0JpHPt2nMuftoDH41NK9tSaBqRd9g3IZTuD9q4sNNoesPzObOmNoFfABw8xReFh9GP8fzynl4GY3Z/f/OpjENs/nxjHbSEIz/erhPrety7hyLVXDfUP5O7lKreQPfJp/x3JbgQRXruJNo72eGerPcDx7E3k/1LR//5wM0nY7ZY0PX5zbw8669ysP3R+UQQDyfp1O2Jvy8A4B953Hv3YSH+b7Z9x7umhu1OlwxW30/Fy8mT+JOsf0fGurLGUxeLT9WE3/N3Vrtc8PrBAA0n8xdTD51vbNiqD/K2cDlWW3h52esjTvtXL2HU3En91Q1XsuPQ/Y07puMdfDrYkcVvwbn1vG2Iqs9fP/l1PPGuGMO93ON+8XLNMZy+TY1nT+Fp+PxIk7hVu4NTLa384Q8iHQNtoa5ActiS7hTsf0Kfj1zU7k/tGQj3yY3ireR0b+sojH7b15EY8pv515UVxjensQmnkTTiG/nXjIfeuZPpzE+vjVbyK8fbaO5szh3Pz8/kxNH0xjUhzvZsh9dPmSZuUTfcudxET+RcPB7R+9oMxLLdIJjZhUIRrD13qS+BOCLAJ5xzjWnYkYDuADA1wBMQ9AZd4+ZnZbJq6NDOtmcc+pkE0IIIYQQQgghhBAnAh8HUII+jdnNgzvOnHM1AH5vZvcB+CWAGwDMAnA9gLt8MxqeYRVCCCGEEEIIIYQQQow8rkh9vwzgH8JGpjnnegB8BMEEnwDwzkwyUiebEEIIIYQQQgghTizcCP6Io81UBHv+buccfX/bOdcG4OcI/GzcMdGPdE42IcQwcO85P6YxF3bwyXm3beB+hm2/DPdONFzAPRBZo2gIckdzP0j3du73iZRy98y+9dybVVid5jmBAW39lk/56RaazobPTg5dP+kRXt7meu6nyd9LQ7yon8Pnkdn91gU0pmA9T6dqJd/2bVce/qXEx/nUsngajYlzLQoqV3HvU6yde5ZKN/HnVHVzs2nMqLVpypMcuNza+DlcP7ssdH3BXq6SGHs3n0ApTnwwAGBnzaUxdWdyl5DzmDKpbgFPx8dx1lVBzuHnamka0fYOXpYpc2hMZxmvW9mzxtCY/I38WCVn8ca/dSw/x4t2DXZZBUS7+85t5urrLsql+cQ99l/5Su5ty6vj7UAilzsekeRtl49TrHVyEY3Jv+/50PVdPi6wCD+prISXJb6De+8KdnMnYGTFehrTdtlpNCYxnTvFIumr6AByawf7qgzxgj6vYDTK60Qim5+/xau5d7ZrAncC4rk1NKTzSl4vqv68g+c1nvv8kAxva5PlvG5FKmbTGLeG15tEHm+3squraEx7Ob+/K3xpP43xOZ7JHF6/Wt8d7tMtfz5N3doUQWxa4EhMxtuBrTQbIU5Eek+w8IvpQHqllh4Nch8aySaEEEIIIYQQQgghTlR6Z1XhT9n6aE5981m2+qGRbEIIIYQQQgghhDihMBd8RhppyrTVLLykzjk+FFSEsQzADADzAPzN8ze9w+fXZZKRRrIJIYQQQgghhBBCiBOVXyLwq33SzOhgMzMzALcg8Lj9IZOM1MkmhBCE7W/mXi0hhBDiWNJToNt6MbKJ7G881kUQYqQy2TlXFPY51gU83nHOPQPgtwCmALjTzJgE8esATgfwCoIJELzR66JCHEOevui7NGb68u/TmLpF4a+Wl6zgMunuYhqC7i7eZES6uVQ5ex2303dWcVF5ujK7Qcs3/aCaplOwNLzM7WMc7WgbvZSL8uvncKGtj5h53NNcgr/tCi7qLd3Ey1x3Ku9gzKmjIdj1pXNC15e/wo938Qu7aczuN3Ixc9toXo9bJmbRmMo1fP91l9AQ7D9jaF7uyYHLs07mkvsxz4bL1d0La3lhUmLkMGIFHrNLbKuhIaW5HlLq9VyuvuOm8IlfAKCznLdL1cvDJ/lIXjifphFZxmXchVvbaExJq8dEF2fxCQtyannb3zyRH4fi7bxhymodGmODlkc6w8+Z2EZ+vOuuOJnGdFfzCXhiT6+mMW3Xc2F8+aqdNKZ7Oj9/ewp5B1n0FL7trKOtZA2fFMJnUoPobF6Wxom8/pXt4vXYefQdFv5+KY1p+GD4dQgAilcP6gRyDtm7+5bFF/JJXfLv5WXxuNQjupnb6aNzZ9KY3AeX0Zjmty+kMcVL+eQInbPDr8G56/bQjrb47j00n+T582hM1p+W05huj3Y9+1GeDjwmUMiu4/dlPRX5NKZkU/g1xOWmuX+xvuUurj//xeuajwAoBfAOADPN7HsAHnXO1QNAaoTb6QA+D+BqBB1sb3HOZeJxUyebEEIIIYQQQgghhDgxMbP/BFCE4DmHA3AqgDtS63qfAvYfEWEIHG6bgjdH0+Kcc0N60NXJdoJjZoOHNvDH+UIIIYQQQgghTnQGCPf1WqI4gen1qw3GMLRfzKU+6dYNjhvCkB+Y2QS/MmaOc46PMxZCiBFGdpOhu2QETk0khBBCCHG8YAY43U8JIY4ZvgOODmtgUrpeuW04SI/cYeIOkp84ggx+GmFmlQD2H6PiiENg4+f/D4056323hq4vuXMJTWPHv3JXSe5a7mJqm8ZfWR+zlAtWdo6lIchNo5axQcu7VxXQdGId4evj+UFHWxiJXL5NJZt509pdxNv0LW/nnrTsAzyd1rHcEVe5povG9BTypr1+Vnheuy+kSSCeN57GjHuKu932z+PHKs/DM1e0invHGqdyR1xPumfGBiT6DT4f/Tw/DpHOcKdY/fvOpmm0TOD1ZvJv+XZvey9/Xpe/l4Ygv4w74gp38/OqYE/4vgGAAzPC/VGj1rTSNNovnkNj8ne30xgcaKIhpXdtoTGN7+JOsaKd3C2Y3cwNUtmvpjmgSTdgeXxP+EGvu4nX0Sg/lMhe9iqNSXi4tQp38vMOudyzFHlmJY3x0Dei9apwb1bxhmaahtu8jWd0zuk0JLGEO+3yxiygMV1TuTfVx8fp4zgrf5n7EOODPWguOWBZ8yJeR0s7Z9MYrwkAOribsW0iF+rmbeL3bkWv8vIkx1TQmK6S8PuBXCDoaDtMkjkejluPdLJrwl2mAOBKS3lCUV6exFru7PQpM7vidVx25tDfrDN0nBTUle6uSGCZ6mOyc67WI+vjk97xSCONkVimExznfAyfw8PBWkK9UiiEEEIIIYQQQgghhCfpOtmehfpWhRBCCCGEEEIIIYTwZkgnm3PuwmNQDiGEEEIIIYQQQohhwVzwGWmMxDKJ4UOONCFOAJbd8U+h6y/e+g2ahnkITSIeMdn7smhMLde9AOCeoO40Ehs3aHn7RF7o2LrwprBjLC9LVhv3cVStIPI3APVzuDul/EWuFEjyw4BRa7ifZs9i7rTzMRzkEsdZ4S5uKcjfx31/NWdxX13hThqC9tE8Zuv7uG+tgKuEEM9Ps9AB1q/a+XhjdlwxKnR98Q5+R5fNs0F8E3eBTbqbu/HaZlXRmFiHRztQxI/5vjO5N2vCfeGuuZqLeaUY/eBWGsO8ZADA9x7QcDP3aFY9tYcnlPDYx5MqeXneMGnIMvc7G7C8fFm6yt5HMsbbgVHPca1s24Wn0Jich5bRmFhOuKcPAOJnzKQxVs79b1jNfU3Mo5l3/zqaRnT2yTSmbSzf7rzz5/F0xvALUcmdz9EY51Hm5IXzaUzkae7GY5Q9sJbGNF/G3YyFWfyeobuUt1v527mHr3vRLBoTfWoFjfEhOSPcWRffxS+KiTecQWNyX+HtaM9iXkf5XQWQ5TFRQ7KQnzOR6jKezip+DscmTQxdH10y1ElpiSTyUsujSX4vKoQ4PI6a/E0IIYQQQgghhBBCiBMVdbIJIYQQQgghhBBCCHGYHPLromZmAM4BMAXAOADp3tfIAlCMYGbyYufc2w81PyGEEEIIIYQQQggvHEbmlI4jsUxi2DikTjYzuwXApwBMHd7iCCGOBE88+0Uas+jGW2lM8wTuy+kp9/CX7eQukkgXH2jbWZXGXGSDlnfzdKpWtIeuz6vjnrQDM2gIdl7M0+ku5Tam0vV8m1rH8/JEu8P9SADQNpEfzxm3c5FXzeLS0PVZHoqQ+lncvTX+G0toTNflZ9GYUWt4gepOL6IxpZs6aUzFi0OtMJuHp2UiAAAgAElEQVQSwITH+vbrrkvDfWsAMP6J8OMQL/Hx1fH6V3sLd4FVrg4/pwAgf3MjjcGefTSk7XLuG8qt51m1ziL7mDd/aDw/3JUDAHn7xtIYHz/SqJV8/8W3bON5ncr9Zc7DlVa+Yqh40RJuwPL6s8M9fKNW8G1qnVFOY7pK+TWm873h7igAKNnE2wEX5fsm4eENzM7l/q2yV7tD18dmTqdpdIxPIzMdRLSbtwM9xdy3lvT4KyMyj5+/6ORu1e5inln0zWfSmKw/LQ9dHz99Gk2j+MkNNCYxk7cVPiTXbeQxF3NfXfdVC2lM0Su8IS26O9yx13klv/7mPsh9iYkoP8d75vC2Nvux8OMNAPFzuEg4XsDrX+zxF2hMdC53PKKpNXS1jU7j0Gyy15ZbvB3gKj8hxGGQcSebmf0MwAd7/0vCXb+YrkzzEkIIIYQQQgghhBDieCCjTjYzezOAD6X+2wHgDwBqAHwOQYfahxBMCZgL4M0ArgKwKfXvbcNSYiGEEEIIIYQQQogw9LqoSGFmX0n98xfOuV1HMq9MR7K9P/XdAuBc59xLZlaCoJMNAP7onOsdgPozM/sYgB8B+L5z7qrDL64QQgghhBBCCCGEEN58AcGcAQ8AGFGdbIsQ9Lt+3zn3EgA455rMrBtBgYvQ7y1v59xtZnY5gCvM7C3Ouf8dpnILIYaZpb/5Jxpz5vu5t63bw4UzZgn3VG26kaeDZJo31g1I5Pf5ZHJqeDOXyA2PaZnInTvxAv5IKreOp1O8mfvW2sbREFS8zMtTP4eXp3QdPw673hTuWwOAsf8e7kpruX4RT+PJBhrT9C6eTv1svo+rl3N/XqyT7+M95+bSmGjn0Bi3EtizuM/5FvUQLuxdHO6IK9rFPUst4/m+KX9lqENuMM1T+P5rHcOdgNEe7qIr28h9TU0TeTvAPED5Hu6otonc05ezg9fj7gu4Q2n/abxujbbZNMb2e7jdPLYrPr1syDL3qqGt3/L8mvC6k1y1juaTU8D9SFktvN2yJD9/oy38WpUo4C61rBfW05jmt55GY0rWDvXe9Se+YRNNI3dXIY1JdnAXXbSCu/GyZp3E8/I45j64mdwplreBOx5Za5K1k3vJ4h6+tdiOWhqDXbtpiM9gmJxnX6IxiUvm0hif+hU5Y074+m6P887DS+Y276AxPr61tuv4PUPBPUtpjF10Bo3xIbGWtxWxsWNC16fzVrqN9trynq7s4D0zIV5/bAYwE8AMAGuOZEb8bnog1anvwa1W71VrSprf/BKBl+3mDPMSQgghhBBCCCGEyBhzI/cjjjp3IeiX+piZeUxndehk2snWlPquGbR8f+o73eOA3r7y4eniF0IIIYQQQgghhBDCj/8A8CKAxQB+k9KeHREyfV10K4DK/8/enYfJVZZpA7+fqup9705nX8kKCYGwJSCLqGyDqKCoCCpuo87oOK7j+LnrOO4447hvuIssIyCyDwoIYYdAIBtJCGTt7vS+V9Xz/XGq6a363Ke6O0mnuX/XVVcnp54+562qc05Vv/We+wWwAMDA+eUfRNCJdiGAbwz5nZrMzyzzCYuIiIiIiIiIiBwY7t5mZmcjmDPgEgDnm9lfEPRl1QMIzVVx999F3dZoOtlOAjA0mOQmAO8HsNrM3u3uPwUAM4sB+JdMja7+FjnMPfQLntt2xH9/i9Y8+1ael1O6IY/WtK/IHlRlBan+9TzPT3P7j8wPvb+3hK4CifYI+WabeSbWrjP4tmof5tvadxIfh160m6+n7IUUrdmzmr+e8eVLQu/vnMIHVveuruE1PDoK8z4Tng8HAE1vP5nWFDTz19NS/LmZfXvjsGUbUj5o+c5XDM+7Gmraw+E5SvVH85y0im389Y6Sc9P4oVNoTdUWvq2Chh5a010TfvwCQO33+Wu+74PhbZ76Xb4OzOe5ULvOD8/TAYCCxgjHbx3f/xqOLac1tX/eR2sKbgzPqwOAjouyP/ZUXv95prc4/Hzc+/oI+UjXP0JrGi8/kdbUPNlGa2wvz9+yBfz1jJJxVnINz31K54fv64l5PANt/6mzaU3FlnZa07SAZyomC/h7TMk5/LUquGc931ZRhItz2vnjYnrn8pxIu5dH/SSdH7+9Z59Aa7pq+GecgiZ+ri3dNPx9aJga/h6MHUMvdhqs6FmeoYm5/JjqOoPnTRbu4q93lLy12DE8jzO2nx/jsbn82EvX88zO5K7dofeXrh3+HFs6jdK12wAAPWne1klFs4tKhpl1DFlUDuBNmRvjAA5YJ9vVAN4M4G1m9iV379s9bkEQJHcEgB+Y2SsA7ADwCgAnZBr1aI7bEhERERERERGZzLaZhSe1uXuEr5IlRLYZow5INluunWzXA3gOwHQAxwB4HADcPW1m7wNwG4Kct6G9gZ0AvjS2poqIiIiIiIiIiOTklwdrQzl1smU6014N4Dl3bxty351mdgmAnwAY2MtaB+Dd7r51zK0VEREREREREZk8Frh73aFuxGTm7u84WNvKdSQb3H3EYAR3/6OZ3QLg1QBmI8hwu9Pd+QXmIiITVNkOoHXuoW6FiIjIyHoW1CJ/m/5Gk4nLpk2B760/1M2QlxDz4DbRTMQ2yfjJuZONcfcW5BAKJyKTy9Z/+SitOepPn6c17cuzXTY/WHxflhBoH7x8/yk8OH3Rz8KDePcvL0bZjvB1dFXTzSCdzy/7X3hN9skcBnr+LP7c5DfwbSUiZEB3VfEw6TyeH46d54SHRXdFyFPOi9Dewgh/XzZdzic1aFwWIbD7BT6pQSHPTUfnrNJhy/wpG7S8fR7/NPZ8VfjEBokIr1PxrqGZsMPFKviM57P+spfW+B4euL/vkqNpTe/wp2+YznfziRhm/Co8XP35j/N1zLklQmh1EZ/EovIvz9CajtPCJxMBgMr1rbSm9ZQjaE3pVh72nirMcq6wwcsrNoa3p2Elj5vpfisPg8/riPDXSypCTTlvz77j+Q441fl+3DWNT0zSURt+zqnY2o2eBbWhNZVPN9PttC7kE2ZU3snnM2s5fRGtKajj55x0B68pquulNd7F31+ZvB28g6jnjGNpTeyvPKq6aCs/n3TWTuPr2cFfc9/Nz8epZr6eeHX4+c0QdLSF6anmx0Lx5ghvrnH++SW2bDGt6S3jk+tYhPOJNUZ4HVYspDV4KPy9Kj0jyzmgzl5cnk62B9eZicgBk1Mnm5nlATB353+1Dv69OID0gIkSREREREREREREDiozOwrAGQAWI5hX4EvuHqEHn4sw3/UgFwGoN7OfRv0FM7sOQBOAM3PcloiIiIiIiIhI7nwC3+SQMLPjzOwGAE8C+B8AHwLwQQA1Q+riZnaRmV1hZvwyhAFy7WR7HYAIF2YM0gKgBMAFOf6ejAMzax14Q5CTJyI5qHkiwnWKIiIiIjKi3tpc/4yUg2DbkL8VRSYtMzsPwL0AzkfmCvbMbRh3TwH4OoB/AXBuLtvJNZNtKYJ+17/m8Dt3A3gbgBU5bktEJqmnX/d5WrP4q1fQmtgIF64n2vvPlfnNPEujfXb4qbB0eyftaNv8Vp6Tls7nGV4t8/l6pjyepjUl16ylNQ3v5RlTee38qzY3nl/WPit8PUu/xvN9kOBvWc++fwGtiSV5exd88j5a0/6GNbSmaTH/LivRneVxGdBZ27986oP8dai49pHQ+7d9mmdZ+YNP0prkaatoTd0qnqkz9b+fpTUd02kJap5K0Zri3V20pv3ly0LvjxJSbHt4XlPBbJ7zlWpqojWFuztpTcc8vq0ouqaX0JqKa4bvf5ZMD1qe7glPG0mu5uekymcjZG/xQxx4fAMtSZ54FK0pfz480xMAUkV5tCbWzc/rNY+Hvw9Zkq8jtY7n/VW08PNox/G8pvha/j7Udd6JtKYwn7+PF9zPX09fzGcwalsyOI/Or7kBbQPO9UX1fP8reHw7rdn9z3xfL9nDX8/y395Pa1pfz9+rEnN41mbR/ZtoTe+K+aH3W9ppR1vew3w7yTYeMpo8i7/nRRlNlLjjYV4UQee5fF8vfuw5WpP08P0i1pzlPOH9y2MpnnEoMhmZ2VQAvwZQiOBKyysA3AQg7CC/FsDHAbwKwO+jbivXTrbZmZ/8DNCvb+TU7NAqOSDcfdAnbDOrBcDTTUVERERERGQyW+Duk3sqBF2aKYH3AKgG0A3gXHd/EAAsfLDAuszP+blsKNfLRfu+5uBfCffrm0pFnWwiIiIiIiIiInIwvQZBl+sVfR1sEezJ/JyZy4Zy7WTruw5ieQ6/szTHbYiIiIiIiIiIiIyH+Zmft+fwO339Xzl1suV6uehWANMBHJvD7xyf+bk3x22JyEvY5k9+mNbMv/Jrwxca0D23P/en9m88C6fumPDvG7oreB7RlEf4WPTGI3mN8QgW7HkZDxyqquR5L1FyixqX8O9iKrfwRsd6wx97w7mL6Dq6K3mDC3kkFqb9F89bSyw6gtaU/99GWtNVdSStKdmdJePHBy9vWM4ziSpWLA7fzi66CsTLeIZXe3WEfKRGvq/HjuF5V8V7aAm6qiNkHc7lx/D074TvFxUXrabraD11Ia2JcownloW/lgBQv4IHiMe7+etQ9nuem5V8Fc82qn/r8Bq/8ppBy8ueD89kK93N8/WKnuN5deiMcMHFtFpaUr+0mNbUPNTAt7VjNy1JLJpDa1qG5IUN1V3Oz9c162gJUlV838q/5SG+ogjSefy83nUW/7Mj/yY+KKF7Fn9cpVcNPh7MU4OWxSt4dlmyuZnWVG/opjUdU/nnl/hK/h5T9vR+WpN6huegNV3Cs93yOsLPOUW7eR5Yw+uPpjVTbt9Oa3A7z1JLzOUXWvHURcAjZJXGUvx83HHcPFqT1zYrvC312bMbvagg+JmM8ohEJqW+Ezg/KfbrO+By6jfLdSTbXQhmX3iHmdFPA2Y2G8B7EQzL45/iRERERERERETGyHzi3uSg6xv0xb/J7Nf3jXCEr/H75drJ9msEHWalAH5mZiNOg2dmxQB+AqDv6+M/5bgtERERERERERGRsXg88/OkKMVmlg/gHxH0fz2ay4Zy6mRz980AfoNgNNsrAawzs3PM7MVrNcws38xeBeAJAGdnGrUJwHW5bEtERERERERERGSMrkXQj/XPZsZzYYBPAejLs7kplw3lmskGAB8EcAqAhZnbXwD0mtkGBI1eNmC9hmCK1EvdPUIKiYhIdNsv/7dhy0o/8KVBy+d3fpOuJ9EW/n1D9dM832fH2UW0Zs7t4XlEANA2K0IGS5YIr6F6eQQVkiOORe43/UHe5lg3z1FK54fnZu1+Gf/OpyhCPlf1Jt6WxneeTGtiEZ7jil9vpTVVm/m+s+vU4S+E3wXsWd2ffTb9Af46NK4Iz2sqaOZvw92r+VxFe1bzDLTSHbRk3JTu5C9W/s08P2rXJ8JzDKs38n0rivZp/PkrvH4zrSmfxvPzYn/jX7w2vZ0fD+XP8fyorPuXD17OMomK/vcBup2WCNl45U/yqzqSzz1La2oe5s+xtfPnpuF1K2hNnORWAkDpH8KTV2Kv55lZUbKjuqr4+1BphNzK5BZ+jiy5l+/rO9/Gc8emRXhcRf/3FK3pOWtwtqDfeQOSr+xf1hshy7QzQpZa+W/upzWVRy6hNftPrKE1NTfz5zgeYVuV6yJku60Pz3aLR8ibnPL37Jlig/Ty835sFc/9RBs/fhMzptOa5D2P0ZrCWTw3PbmTh6emX35c6P3W0ha63FI8F29S8cxtopmIbZr8foeg42wxgFvN7M3u/sjQIjObAuB/AFyM4JXai+CKzshyvVwU7t4C4DQEQ+Ysc8sHcDSAFQDyBixvAvAP7p7T8DoREREREREREZGxcvckgEsAtAM4AsCDZjZw1qsfmtkWBJ1qFyPoz3IA73B33iM/QM6dbJkG7gGwGsD70H99al/HGgDsAfAdAMvc/a7RbENERERERERERGSs3P0xBLFnzyHou1qN/nGFZwBYgP5+rW4Al7n7rbluZzSXi/Y1MAXgxwB+bGY1AGYDKELQ87fd3TUIUkREREREREQOPl0uKkO4+0NmdjSCSQ3egeBqzIGaEEza+WV357kHWYy6k20gd28A0DAe6xIRGU/b3/8xWnP0x64Ivb99ZgFdR4xHZmH3y/JpzdxbeBbJs28spjWVT/P29IZHeAEAtr2Gv03kN/PHlSARIFOe4J828lt4Jlbp4zzPpOW1c2hNdxUtQVWEvJf6ZTz4rmjv8GXmg5d7hBygkl3hGTX1K/nrVHXbNlpTtpDntk29m2ditS+upDX5bXy/qDuG5x/N6AjPsAGAQvIpJr+ZZwC1zOfnipof30drooiStxaFRUjMTTy4gdaUZflu1VJplN30xIv/7zl1eU5ty7qd29bzoik8p2r/u8Mz+ACgclMnrek5ooLW5LfxJ7loN89vZCzNj5feEn5OL33kBVoTJTsqSs5XuiTCMfM0f4PN2xEhh6+DZ1Elbn940P/NU4OWxZfzx1S0NUlrek7nGXKJFxppTV6EfStZx5+bjtMW0pri63hmIk4+JvTu1un8PbF0SzOtSW3hj6nnhAW0pvhxnjOXbuLt6TnvRFqTWLeT19Twc1eanI993uzhC3cCXl4a3J80YDfdjMik5u7tAK4AcEVmwNgcBAPG6gFszQwoG7Vx6WQTERERERERERE5XByIAWNZO9nMLAbgLABpAHfo0k8REREREREROVyYB7eJZiK2abIzs8cA/BHANe7Op10eg5FGsv0ewBsy//4jglkYYGZjGTbn7q6RcyIiIiIiIiIicrAcA2AlgC+b2ZMI+rmuPhAdbiN1ep2b+WkAzh+wPEIqjIjI4eXJb3449P5jPxie2QYAXdP5dxBFu+K0xh58itYUvGI1rektpSUo5JEmKKrjk1C3z+TrKdkZ/pVdsoC/vTSv4s8fjDemYxpfTTxCPJJt3kFrakp4Dtq+E7Jk7BmQLOn/767T+HoWfOWx0PvzjuAZQD1Hz6M1xXv5vt6yoprWlLzA865KtvEZ0/PaeSZW4xKeA1S+g2SuRfjWuaeU78e7P8azwMpe4DlLhfU896mrhn+3WRRhPeljeQ7VC2cO34/TX7sKOz7Sv9/NvjM8c7Ll0pPpdhKd/LkpaOaPKZbkL2js7vBjCgDyzjye1kTJSsPaJ2hJx0Xh5/4ojyn/lod4WxbzfK4o/Dme7db4xvAMLwAo3cnzEHvnRMiyOmIqremcOjjj0a+5AW1vWPPi/7sr+XtiUT3fR0ue5/mrXsDP+yU7+Xk0tvJIWhMlb637gpNoTUF9+Dk7v4kfm7aP56R1Xsg/BxXt5e8f3sGfP1s4l9b0lkb4fNLF29Nx0hG0JtEZ/h6cV59l3zIA8cz7U5SQV5HJKYn+/q+jM7cvZTrcrkbQ4bZpPDY00qevnwP4EILLRX82YPkOaC4MERERERERERE5PNQAOBvABQD+AcCUzPKVCDrcvjheHW5ZO9nc/cNm9iMAje6+d8Dy+aPd0GRkZqsRTPt6FIDlAPIAbAJwJYDvu3uEObtEREREREREZFw5JuYQoYnYpknO3VsBXAvg2swcBKsRdLhdgKAvBxinDrcRxzy7+4aBHWzSz8wqzOxqAGsBvBfAEQC2Ze4+HsB3AfzFzMpH+P1vm5mT25RsvysiIiIiIiIiIrlz97S73+/un3L3oxH057wfwFUA9iG4yHolgC8CeMbMHs9l/TxYQLJpA3AcgHUATgEwx91PAFAJ4M0A2gGcA+AzI/x+3wX3DwL42wg3HkAhIgfF498Nz2wTERE51ApvePBQN0EkVPyuRw51E0REhnH37e7+I3e/xN1nADgSwJcAdCDocDs6l/XlNNunmaUR5LStdveX7FnS3VNm9mYA69y9e8DyNICrzGwugK8D+JCZ/ae7D03w7OtkO8vdWw5Oq0VkLFhH28qP8MkRpn3nPlqz43M8FD2/mZagoJGPQ68/jtfktfLvYuI8NxjpRHjQbl4Hb0vFFr6d3Sfz9s64nwf3N8/nIca9xy3m7TmliNbMvX74DBRPJx0zb+1fvu3NfHCzL18Uen/Nkzxoe8e5JbRm7s18PVGmSUrs5TvyztfwiSwK9/N9p+Yn/NhrvWRN6P1dVXmh9wNAfmuE4PndvKZxCd+PS//wMK2JkaB8AMi/OUIQfgSzszzFmz2F2f/Bn/s+1bvn0Jr0Pj5jS6yST4YRv3MPrWm5jE/E0FvCd/aaH/HnoOd8Hiof7+X7znh0tHUs5BOXFDtvS8vKWlqT6OTr6ZzC/1yxNK8p/SN/bkpPXjlkvUDp8/0z4eS3RDgPRDimLJ9PamAz+Cw98e4eWoMUf89LvuoEWlNwI3/+9r87/DNM9f28o81XLKXbyWvjjynx7C5agzI+S1TT8ipaU3HLM3xbhQW0JMq+Q88Vnu193NBbEyzv7XlpXadoHtwmmonYppc6M8sHcCqCwVLnIMeOtYFy6mRDMHSuFkCWqdBeWtw97Cz4RwSdbHkIru+9p+8OMzMEnWz71MEmIiIiIiIiInJwZeK9Xg3g9Qg61vq+He/7Bm0LgGsyt8hy7WR7INOIl2NAx5EM0zDg30PnC68FUAKAz9UuIiIiIiIiIiJjZmbVAF6LoGPtVQgGRgH9HWsbEUx4cI27rxvNNnLtZPs6gk62T5rZDe6ujqLslg/499Dxw32Xika48ElEREREROTwF1++BKn1OU3SJzI2ml10wjKzdch+SeZp7n7vAdje+xB0rJ0BII7+TjUH8DCAmxB0rD091m3l1Mnm7n83sw8gmD1zrZl9FcDvc53S9CXg/MzPdgBDn5u+TrY3mtnFCF7c3QAeBfA7AH/KZLvlzMxao5SNZt0iEm7dt/nkCIt5PE2kvLVkhAv2u6v4oZ7XzGsSHXxbM+/lRbtOD2/07K/zfKn9b+WZMXNv53PGJG7n22r8BM/Gy6vj2WTVG3juTutRw/OPfKMNWl7zZIS3hcfCPxPUvY/nc019NELOza4GWrP/NJ6tVV3fRmvymyNk9f3qflqz74P89azaGJ5tVLGB7+ctS7NOKj5IfnOS1kyLEJOWmMXz6uIRsnfiFTy/rPm8I2lNQePwfcdvvwG9Z5344v/zbg1/YJ3LptPt5D33PK2xBP94G1++hNYU1vPXqvw3/MVqfQvPdqu84Ulas+8tK0PvL1wdfj8AdNUW0pqSZ+p4W86cQWumPMZTUVoW80ys8mf5ubZpGV8PIny8TpYM3nfcBi/rruL7Vt5pq2hNWy1/byjb1ERrUk9tpDU45VhaYhEy9trfEJ5bCQDVPyX5g8uX0GMvymNKPEVL0PPy42iNx/nnoMp7nqM1yeYIH96OOoaWJEp5Lmpi/d7wgt4sn4Pckb8lk0OZGvZets0sPCHM3ctow0RykInQWgjgcwBuG3L3mDu5RvB9BB1qhuDKw1sB3AzgVnfnga85MI9wUn2x2OwTmX8eA+AS9PfBtgKoRzApwkjc3XmS5WHOzOYgGGJYBODL7v6ZIfd/HMC/IMi3iwFYAGDgJ9y/AnjtaPLacuhke/EMXlxcjGAfB9rb21FSwk/uIhPZRN6PO7J98BlqvL7ZGq/u9AjtifF+GaTJPAKxXv7HjyciTIgdob0WIQQ6nccnPogl+cY8NroXIp3qQSzO/wgbyFLhz6HnRXj+IvTlWTrC447wh4ulxmk9Sf56eoTXkz32KH+ERnq9x+kYj/Q6RGgP22+A0R97Q/djdux5nL9OUY7fSCfACM+NW5TnL8L+l4jwuJJjfx0swvHrEZ6acTvGx2sfjfK4Iuyikc4VQ/bBYefiSM8fr4n0OkT5Gy0dYWOxCOe/cTp10eMhFuV9aFRjDYaLcD6JJMJ+HKUDN9LrkMPf5blIeS/ilpfZhCONQV8gtIO8vIdTJ5uZ1SL4OxsAsOx9X0SiOEIn/EGW7GjDhh9+duCiqe7Ov+GYJMxsBoBdANa4+wMHaZtp9O/rtwD4M4Cb3X37eG8r18tFv4r+hvX9NADlAMIOPsO4faycuMwsDuBHCDrYGgB8c2iNu38DwDeG/N5CAJ8B8HYEeXe/QDCUMSdRToBDTzzbt29HbW0wvKa0tBRtbXxkgchENpH348X/yWcgjTKSzSOcuVN8EqtIH/IP3kg2Phokyki2shfGZyTbro/wkU9zbuRferUt5bOSZftjde3/fgprLvxKf02E16r0f8Ofw33v5SPZyl7gf4SWPraT1kQayfbgPlpTd+rQWNPhqn4RYSTb+8c+kq2gbnxGskUZHRVF4TN85rz2VbNpTfE9fNTIaEey3XP7Z3DaWV968f9sJNvAUW8jYesAgHhZhL8H5/KRWJ1z+Ci//FsijGR708EZyTblCf7edziOZCvbOj4j2aKMek2+cvD7zN13fhanv/KLL/6/s5bPLjpwNtKRdB7MkWwn85FsqSLeARRlhuWSa9aG3h8/io8gHa/LSdOnj89ItoII59rkrt28QWsijGTbF2GMBftiJMsXurfv/AHOmvV+AEBPqgP/t/unA+9eMKk7d3S56JiZ2WkAPgbgZAR9Ps8iuALv2+7OT3jZLcz83GRm5rmM/Bq9DwK4GMBpAM4DcC4AmNkGAH9B0Ol293i0JddONmDk7zoOq8sQzew7o/i1T7t72CeYKxC8YGkAb3X3CH8uA+7+LIDLzawFwYt/kZktd/f1o2ijiIiIiIiIiAgAwMwSCAb1fB7AbAC/dPfLye98HMDXEPT17EWQK78CwH8AeIOZnRm1z2OIvk62OgApM9sK4LcAvjmGjrtQ7v49AN/LjKJ7A4A3AngZgCMBLAPwEQC7zOz3CCLRHhvttnLtZFsw2g1NQB8axe98GUDWTjYz+xCCDjIA+Ji73zyK9X9xwDpOBqBONpFJZPO/89y2497PR7uV7OYjYXa/jH8rPeM+fnlD6yy+ntZ5RbRm1lfCc1qe/398pFH1Bt7enjLe3n3/xrc182skVwZA3bv4egpaIjzHs7NcPhMDWpC/KGcAACAASURBVOb2Ly/ex79U6z4r/Fv72u/xx9RyGR9xs+cf5tKa/Dbe3uTmZ2mNnzGN1uz7AH8dZvyCTw6VXhb+ESfWyUdJNs/nl0KV/oGPpEyfzjOdehfwUX5RRmnsfvtyWjPz2u20Jj19eLaguaOgvrO/hqyjaD0fMdJ5Nh/Rmurl+1/rPD6SqPJKPvKp4T18/6vYHj5KEgDaX3EUran5cfgxHDuSjxIq3swz7Xwm37dK9kYYkfkkH5FUVJ4t83qwjlk8iLTqCf43XpSLEIeOdDZPDVpWfObxdB12D/+7rCRCfh5eINlbALovOInWFNR105q8e/hISryMv1bxleGjXlMl/Lhrfht/H4oyKjH/+UZa07mwhtYk5/HjARFGssW6IkSGRJCcGT5CPut5f5eh94jg/bS3pz1IA5eXFDN7A4K+jMjxXWb2WgQTX6YBXArgj+6eMrPVAO4EsArATxGMDsvVAwhGknUAmJ9Z/5cAnGlmZ402oz4Kd9+NYI6B75rZTPR3uJ0CYBaAjwL4qJltRNDx93t335rLNnKd+IAnPx4m3KNcfBONmb0HQN/IuO8O+Heubao3s0YAVQAm3sXjIiIiIiIiInI4+U8AixBc5jkVwKvCis0sD/19Gp9y99/33efuD5jZ5QCuRjCa7Th3f9TMChD0Y4RJuXudu28AsCGz7B4AvzaznwN4B4LOt7/k9OhGyd13AfhvAP+dGeF2HoBXI3h+liEYBPVFM3vA3fm3ahkR0icljJm9E8CPM//9HwAfGu11vGY2Hf07Jv+qW0RERERERESGsQl8O8i+CmCVu18KgIfrAmcjGGHWhWBWzqGuQ3D5KAC8JfPzNATjJMNuYUGmP8n85AGtB4C773b3n7v7RQBmIristgPBy8WDjQcYTSbbMGZWDiDm7jyhcxLJ9OD2JUd+D8C/jDEo798yPxsBPDqG9YiIiIiIiIjIS5y7/yzHX7kg8/Mmd2/Nsr60mf0ZwLsQXGYJd78DY+s/7PvdPWNYx+g2HIzCexmA0zO3NQAiTCOX3ag72czsOASdQi8HMAWAm9lR7j4sgMHMqtydXxh/GDGzdyHobTUEwy//H+tgy8zs+VUEvcGPu3sqs7wKwOfQnxN3ubtHmNNPRCabR3/Ac9uWfY7nts28h+fllDzF817qjp1Fa6LMSNl0eXjGSixCVElhA8812reKz5xXyCcFxbb/jJDzdT9/jnvKeUZclOmEqh5t4NuaGT6jYv37+GNK8qcPeRHenVI8dgfPfzbCDK5f5Dly6ZfzGeR2vZvnH5XsDo//8FgJXcfUx/iO3Hkh/zK05Dk+S2SynH/2i3XzSJOZ1/MctP0vn0drKp8ZYVa8AR+NEkfMD11Hcut2up2iWITP7wX8uYnfxTMB4xEyzsp38Nc81sNfh4Iufh5l7bF2fnAml/JMxYaj+b5eeyW/4CJ5ygpaE+/mj7vsKf4dfpSMR/Y+BPAcvvx6PtNp6mQ+i6Tf/wSvKeZZdAU3Pkhr7ASepRabw9/r43c9QmvSifAZSNMR9onKp/n5Lz6fn5OSz26jNUXGzyfpHS/QmtiyxbQGO/kEnt4T4cMQeVx5s2ZmWbEjb2vwmc9T+hNTIun7cBV2su8Lc+QnkCFGmFH0HwEkAdyV6/pGw8xWIBixdzaCjrW+Dw8DTwybAFwP4IZc1p1zJ5uZFQL4JYKAuKGNGFobRxBqd6yZrXZ3fnY+DJjZ29A/gq0TQe/tXZb9RP24u/9r5t+vB/DOzK3HzDYjuGR3CYA4gkkVPunuOb2IIiIiIiIiIjKAZ24TzfA2bTOz0Ja6e/i3qeNrfuZn2Dfyfd8AzzSzWNTJCswsH8D9Zva/AJ5A0B/yVgR9JZ/INmhrPJhZXxZdX8fawNm1+jpyHMDfEXSqXT/atoxmJNtvAFyYaUgzgqC6V2crzMw+sQtBT+j5ACZFJxuAVwz4dxGAMyL+3i8BtCPYgY4AMA9AD4IX8lEAX8/MdiEiIiIiIiIicrCVZ35G6WRLAKgltQMVIpid9GIAHwfQjaCz7azMJacHyh70d28OHB3VCeA2BCPWbnJ3PuyUyKmTzczOA3BRpnG/RBDy32JmYb2WtyLohOPXcxwm3P1yAJeP4vc6Afw6cxMRERERERGRl7YF49G5M46SCC6fDMs9GdiXxK+lz3D3FgCfyNwOtr7Otb0AbkQwYu0Od+8az43kOpLtbZmfDwJ4j7vzQBqg70L2LBeIi4hIrjZ8gee2Lf93ntsW66mlNXO+wDOxkq86gdbUbBshrymj4R1sxm9g/zIeGFZcx68JaJ3DM1gW3MgzS/adwPNyuvnDgmeZ59sN6Kno/3/Tqhq6nsYl4Y8r0cnbMuPv/HEnmviK6tbw9pY9x1+rfR/guW0eIfauoCnCtSJktyho4VdBdFXzxpT9gWcopSNccdH0Lv7cRGnznvPm0JooWX2VG0Z4AgdEaXQtnBK6jsKubr6hBP/o2jOjnNZgJv/ut2kBz3bLj/AcFz6wmda0nLWM1pR1hOc1pSqK6Dqsl7e39pd87i1P82MqWciPh+Knn6c1+89axNuzZiqtmXIrz+hqe81Jg9f75xvQ9er+ZaVr+ToSzXy/aXgbz4cr2cXzufKa+DGTKgnPSQMAW8cnG4ySf9ldFb6tsrXP0XV4B3+P8bkzaE3PeXyCwtieCP0Ccb4fJzfwYzyKKG3OvzlsckYguTNLzqanX1ye9Ajn2UnEPLhNNBOxTUO8AGApBl9SOVTfh70Wd+dhiofe08hcBgrgwTFOWBkq1062ExGMYvufiB1sQDBVK6BONhERERERERGRiayvky3sG4y+b874DEoTgLvzmVfGSZbvz0P1dZRtyOF3+r7C5EMmRERERERERETkUOkbZnxSSM2qzM8dB7gtB5QFpppZ6XitM9dOtr7xu/wamX5LMz/DrxUSEREREREREZFD6e7Mz3PNbNispmaWAHBe5r+3HbRWjRMzS5jZ+8zsbgQTL+wG0GxmTWZ2rZm9Zizrz/Vy0ecBVAJYiWBW0Sj6Zt7koQsiIjIu1v8nz21b/FWe21Z0JM99ipKDVkDmG1r8y2a6jublFbSm7Hf38/V8jj+mHefw75IsQmhCcYQB9KksMUrmQGFD//+jPC6/LDzjp6iON7j+GP64Kzfzjw7lz/XQmo5pPCdo5o38o8MLF/FMseon+P6Vfuzp0Ps7L1xN19FbzL+77D6fZxgW/Jnntk29kWcANZ++kNZM+SHPXWy5lOdHIT1C1teA5YWbwzOdm06fRzdTvqmV1uTV8Zyl1DObaM2U7Xzfal/Js6F8Hk9MaZ/G9528jvDjM/8mvt80RcgCiy88ltZUPl5Pa/JvCc+OAgDUhuf0AUBPOc/RLN/O88tQzDPrCm8Y/ByapwYt6zg3QmZWhMed6JzNa+54mNZ0vI6fl0rv4hcg2ZxZtCb2V57VB3Ke7FnMj5dEO38t0488RWvyKvh+jPVb+LZ6+PtZYhrPBPQImZPF25poDXsnj1dnCYNtsBeXx9OdQCPdzOTh6J9PciIZ3qZtZuFJbe4+rLPrAPoTgP8CUAbgnwB8bcj9lwGoQtBB9YeD2K4xM7OlCB7fkr5FA+4uB/A6AK8zszsBXOLuDchRriPZbss04i1mRt/xzGwlgLcj2I3+mmvjRERERERERETk4HD3RgBfzvz3K2Z2sZnFAMDMTgXwg8x933Z3PnPKBGFmCwDch6CDzdDfwVaH/isv+5a/EsBdZsa/5R8i1062nwNIAVgD4NNhhWZ2DICrBmzjylwbJyIiIiIiIiIyiS1w97Kw2yFo0zcRjFKLAfgjgJ1m9iSCKxoLAVwL4LOHoF1j8VsEI/AMwFYAlwOodvdp7l4JYD6CQWK7MjXLAXw3143k1Mnm7hsAXJHZ4OfN7HozO3tAyQozu8zMvgvgAQQ9hA7gd+6+LtfGiYiIiIiIiIiMik/A22HA3dMA3gLg3QAeRnAp5WwAf0fQOXWxu0cIT5kYzOw8BIPFHMBvACxz91+5+4vXabv7Dnf/NYCjANyMoN/rUjNbnsu2cs1kA4BPApgD4E0AXp259e0qVw98HJmfjwB43yi2IyIiIiIiIpNA7O7HkD59FS8UkQPG3S9H0EkWpdYB/CxzO9xdnPm5EcC7wjoI3b3FzC4HsB5ADYIMun+PuqGcO9kyPZqXmNk9CIYHjpT0mEZweem/untHrtsREZEDa/Mn+eQIi77xbVrTXcVDqbsqq0Pvb+cZ0EhEeCdp+iyf1KBy0wgB7QM0H8EHesd4FjKKGlK0pmFFfNgyB9Bd2f///e/ij6s7S9bxQMV7+Fenxfv4c9M2i09YEOMPG8Y3BeTn05JZP32S1jS+dgWtqUouC72/6H8foOvojTBBgMf58dIcIZy+oIk/ye0z+X5cetLRtKbyaT5xRNf0kmHL3GzQ8oZXVg6rGah6A/9CPP3oelrT/oY1tKbkGVqC1uP4hAVlj/AomrZVPFR++o95yH1sSk3o/bs+wM8TsQhjDiq2dNKa5EYeGB9fsZSvZz2fwKP2ET7ZRU9VId/Ws9toTfcFJw36v990A7rP719WuJs/NziBH1MlV6+lNYnFfOKSeDc/kVoNeXOIKLFwAa2Jcp6M3f1Y6P29Zx5P15G/fAmtSfdEeCM6chEtiSX4ebQrwv7XVcP/7K68ezut8VPDJ3TorBj+vuk3x9B58mIAQE93G3A73YzIZPQyBB+xf+DudIYVd68zs+8B+BwA/kFygNGMZOvb6PfN7OcA/gHAywHMBVAEoB7B6LU/ufvW0a5fRERERERERGQ0zIPbRDMR2/QS0De9Mf9Wq19f7VG5bGjUnWwA4O5dAK7L3EREREREREREJLptZuFdb4do8oPJpK/vqyuH36nL/ORD0gfIdXZRERERERERERGRw8XezE9+LX6/YzI/9+eyoTGNZBMRkclty8c/QmuWfe4KWlOxLTz6oKCZvx3Fu/nY+vbp/Luj+mN4zcx7eXBRwX4eypbY2UBrOqbNGbbMHCiq6/9/spiuBjXrw5/jPat5vtncb4dn5QDA3nfy0Orpv+QTiu+7ZCWt6ZrHs4QSm5+lNbFevu/semV4bmDiZJ53VftIC61pWsa/iC7cz7OELMkf08wbeF5Yump4ltpQe04Nz1IDgGn3D8/NMgcK6vq/MJ59W1voOpqPrKDbiZ19Aq2J9/CcqsRcHgRZurmJ1ngJPzgLr+c5VT1n8cfVMS08D7FsJ99vCuu6aU06wXMDE0VFtKZjPn89i/LCsxABoGlxKa2pvud5WtMdIeur5IHBuW2WTg9atv8snuFVsoe/NwxP4hwuGeHc1nNcLa0pTvNzRXrfPloTmxJ+jgSAeHX4OTu1v5GuI7++ndakKvhxF2U/zm/kYa89M/l+nLiDX31Wekp4lhoAJHfvoTW9x80Nb0vr8M8C5v3L0z2HzWSQ42OizuY5vE0L3L0uS6WMnwcBzEMwicE1EX/nosxP/sF2gFF3splZAYIsthMB1AJgnxrd3d812u3J6JjZ0E+9/B1HREREREREJrtBlynqkkSZxG5AMMPoBWb2Pnf/YVixmb0LwDkIukT/nMuGRtXJZmb/DOALAHKdrkadbCIiIiIiIiIicrBcBeDLCCbs/I6ZzQDwLXcfdBmCmRUB+DyAD2cW7Qfwi1w2lHMnm5l9C8C/9v03h1+diAM1J72h30aYWS0APiZcREREREREJjNdpigvCe6eNLO3A7gTQB6ATwP4gJndB2Azgr6t5QCOQzCYzBD0Yb3X3fl17APk1MlmZsci6NHzzEYfRtAj+ByAeqgjTUTkJWfDFz5Ma8644Buh9zct5t/ZVGzlbSndxTOJynhMFdqn87fH1jm8JnkSz43J68y+3AbESiUL6WqwZ014XlP1MzynKlbM25vfGiHf7N08b61sB3+t6o/mOXK1znOWPM73r2nfuS/0/qbLT6braFzOr7LJa+OvQ+EtPBuv4fITaQ1sKt/WHv65cfqPeN6QH7s0+x0DIhDbjigPXUe8h+9bUfLWPI/nLrYdO5PWlD6wndak6nnuIk4+hpZ01fDzCcsWLGjgWWCx3gjP3wM8eoavBeiq5sljvaXh+wQAVP/1OVqTnMuzybqr+HOcN2vIeuoM6QHLCvfzPKv4nY/Qmqa38/NJYRN/lisfr6c1ye38+YsfzbPxkk9uoDWxVUeF3z+fH3foDs8XBYDmRTwTsOJX99OaSOlkM3gO6f538czO6p+Fv8cAQMdFq2lN+brw/rBUTfYMw3h38J4b7+XvvZOJeXCbaCZim14K3P1uM3sLgF8BKABQCeAfspT2dbD9q7tfl+t2ch3J9ukB/36nu1+Z6wZFREREREREREQOJne/2syeBvBVBB1s2b6JfQDAJ9z9ntFsI9dOtuMR9Oj9VB1sIiIiIiIiIiJjMmgCimw0KcX4cff1CCZAqEUwmecsBCPb9gD4u7tvGcv6c+1km5b5edtYNioiIiIiIiIicsA4Jmag1URs00tQJo/w6vFeb66dbC8AWIggg01ERCSSv9348dD7z1356dD7AcDzeL5Py1Ke71O+uY3WNC7h66l4luflJIt4Flh+a5b1OFC8tz83peZHD9D11L8/PBOm9A9r+Toi5I4luvgnwylP8myo1jk8b232n/fSmp6ZFbSGZVkBQPrlx4Xe7zzmK9KH5sYlfD8uK+HZeNU/5fk+6TPCHxMA2OYdtOb5fz2B1sy+tSnLUod19+/H8a7wYyb/lofodqLouozvxwVNPJcouZfPExVfeSStaVjKX8/KK3l+VLwifF/vPnExXUdXbQHfztSTaE3Rrg5aU7GJ16TzIxxYPfx80ngkf45LdvMErp6awetxs0HLekv58Vt43HJak+jmJ4uSTY20pnNeJa1pX8OPhym3PEtr2t68htZU3vt86P3JF3goaqyAh5BWrN9Ea6LkzKUi5MwlWrtpTdVG/nrGjgnPqwOA4uv4e336+BWh92fNVPTUi8vd+eORQ0ITUEwiuXay3Y6gk205gkkPREREREREREREJgwzWwXgPQhizwoBPA3gKQC/dnf+LeMoRfledqD/AZAC8CEz41/Pi4iIiIiIiIgcbN4/w+hEuuly0QPPzL4I4CEA7wVwAoAVAN4I4IsANpnZew7UtnPqZHP3ZwB8AcCxAH6ojjYREREREREREZkIzOzDAD6NYObQbLd8BP1ZFxyI7Q+7XNTMzia/8zCCiQ/eDeAkM/sxgC0A6AXe7n73aBopIiKT2y3rvkxrTnnjt2hNyxz+3VH59Tx7Jv+kVbSm5Bqecbbzk+E5aQCQ35ol4ycGtM3qX56+mGfh9JJIol2f4G2p3MJzqop3ddGahqNLaI3zaCP4bp7J1nlsLa1pncX3i9bZ4TlAtY/zHJu22TxnrjJCll/HaUtpjcf595w9pfxxV+2bSWsSPFoLrYuH5xj6kzZoOTtm/DR+3DUtipDXtI2/VrG/PkprouiYxyd7q9wY4QmMINXcHH5/IX+9y+7ayLezn2eB+UlH05r4M9tpDchjAoCWi1bTmqqf80y7KDpeP/xc21PR/+dSydX8vN/xGp5pFyUjs/d0fjzkN/F9vXBXK61JNfDXvPK+F/h6ZlaH3t95wmy6jvxWnp1XsHEPrUEvfz+LItbBMwHBT+vApm20JLHoCFqTeiL8GG7P8nnBr7sB7RcFy3u72oAbbqTbETlcmVk1gL4/LNIIBon9BcBmBLFnrwfwUQSdbT8zs3nu3jmebciWyXYLog1gNAArEVxCGoWPsD0RERERERERkfEzUS/NnIhtmjzeAqAIwbN8obv/ecB9awGsNbO1CGYVrQFwGYCfjGcDRvrKa6RhdQNvUeuG/o6IiIiIiIiIiMh4OjPz8+4hHWwvcvdrEVydaQAuHO8GZBtZ9svx3oiIiIiIiIiIiAyzzcxCx7e5O88nEAA4BsEott+Suu8BOBvAyePdgGGdbO7+jvHeiIiIyFjd98eP0po1l/LctvpLec5NQTMfx//8Z3nGWW8pX8/Ux7Lkz6SByi29L/63p4wHmMVI/Ewejz5C+foGWlN/Ms9Am3bzc7TmhTfO4w3Kz6MlzQt4DlV+C99UT0X4/bFklNAdLkqmkyX4425/7fG0pnhfL60x5/so27cAoLckywULNnh5tryrgaLsf1X3PMYbM056zjuR10Q4Nttm8ozCsmqe41W8Kfz5iT3fRteBWdNoSTzF9/V0hMOBZcgBwP53R8mK5DmQiWWLaU3PNP73afG1g49P89SgZRYhi67k/56mNZ3n8n2raCfPUksXRThHrqiiNZW9/HzcM2N47uJQifueCr2/oGgFXUf+pl20pnfhdFrTPovnNxZFeEyx/TyqKf0Ef82jaF01ldaUVvLzichLXE3mJwtC3JT5WW5m5e4e4dNiNMpIExEREREREZHJ5fDJZFvg7nWHoCWTUd83KvtI3Y4B/64GMG6dbPzrXxERERERERERkYmtb0rg0oh1AMCnas7BmEaymVkpgFcAOAFALYB2ALsA/A3Ao+4RrkEQEREREREREREZm04ABei/bHQklQP+zUa95WRUnWxmlgDwKQAfQf9wvKG2mtmn3f2q0TZOREREREREDn+pghji3eOTbykShXlwm2gmYpsmkU4EHWiXm9lxIXWzMj97APw/syzZsgO4+xejNiDnTjYzKwNwM4JZGMJashDA78zs5QD+SaPaRETkQFv7Wz45wonv/DatKdnJR423zOWhymXbw9+wAaBxSZbg6jsHL++NMJ+UZZk/YVBb9vP0+rqX8UkNqn5+P61pvjg84B4A8iJktLeeuZS3ZzN/XKV3baQ13ScuCr0/0cTDrwuaeQh56kw+YcHeEwtozZR1fFKDKDk06R07ac3UB/JpTfOy7AHi8QHNTJOnp3EV+9IZqOrqoTXpXbt5TQ9fT/GDW2kNTjqClsS7IkzOcdODtKbxkvDjquz3fFKNxOxZtCYZYcKCxH4eyt9xPp/MoaCJd7jE/voorek9jU9ok78rwkQMlw2eZM5/fwNaLulflo7wl5Mt45MjVGzq4Otp5ifJ7tkzaE1eW4SJLIr5MZ63jmWIA1iygJakCsKPh8Yz+TrKfsffh9h1YgCQWLyQ1iQ3P0tr2t7E3/PyI7wO5Rv5Pmo94W/25U8N//xiKUf5U/sBAD3JdroNkcPcHgAzAFyYuYVxAPkAPhdhvQeukw3AbwAMnAroMQSXh24AUAJgKYBTARyFoBPuHwHsBfD5UWxLRERERERERESE2QEgbATbaOQ0YCynTjYzOxfABZmN1AP4gLtfnaUuBuBtAL6B4FrYT5nZr9w9wleCIiIiIiIiIiJjcPjMLirj5xsArj+UDch1JNs7Mj/TAN7o7n/LVuTuaQBXmtkLAG4DEAfwTwA+NtqGioiIiIiIyOEp77aH0Xv2CYe6GSIyibn7/QD4NeUHUK6dbC9D0O/685E62AZy9zvM7BcIOufOHkX7RERExtVDP/8IrVny5StoTZTQ2qn/x3OLWheUDF/oQPG+/vyWxiqe6eQkxiveyxvcOpdnyHV97BRaM+Ob99Gazvfz9aR4TBDSCf7cNLzuSFpT2Biel5N4cgNdR/Mr+WMqbIjTmrIX+GvVMY1/hCto4RlAbRcfQ2ui7OtZc58ciHf1Ly++7oHQdcRX8tcJaZ7B13HusbSG5UIBQMV9O2hN/s0P8ZqT+XPcMiQLLJvqO8MzsZoi5EJVrG+kNXiBl/TMraY1rTP5Pjr13npaw19xIFXAj6vml02lNRVbBmcvWhoo296/LN4aIRPwiadpTWLeHFrjJcW0JpbkB2ciwj4aZSqC3nNOpDVFjz9Ha/Juezj0/p438P245VJ+vJQ9x3M0sTtC/uBCnhFX+WgdrfG6BlpjU/hx1XbUlND7Cxqz5HWaITkl+KyR5LuwiIxRrp1sfUf1PTn8zt8QdLLNz3FbIiIiIiIiIiKT2Taz8K+03D3CNFgyEeTayVaPYKaGZ3L4nb6vc/hXhjLuzGzoMAo+TEFEREREREQmu0GdO5OtI8fcYT7xAtAmYptk/OTaybYNQSfbHACPRPyd6Zmfu3LcloiIiIiIiIjIZLbA3fl1x3JYyLWT7ToEuWyvA/CniL/zCgQ5bnfkuC0ZB0O/jTCzWgD7DlFzREQOC5s+/WFas/pt36Y1LQuz5K0NUfnk8IwkS/ug7KRkIc9pKd/eHXr/zjMK6Trm3MkzbOpXFtGaxnfwvJy8Nv4tbvG+LNkyQ+xfRsLoAFiEUKe2meGZTm3vi5BF94NHaU1yzVG0Jm9fG61pOKmG1hTv7KA1TUfwQQszvsUz9nrOy57XlOjsT3uKFYXvO6l1/EKJjotW05ryR/fQGrTy53jv65fSmupnptGatjn82Ktcz7OhvDv8GK98YDdvy0re3uRynolVetVaWlPzV1oCHL2MlvipPGPP4/xCjcorR5GD7SnYvY+/+N+ucyPkkqX5Y0oV88BJf2AdrelayV+ryhnTaY1Xl9Ma3Mqz3bBscfh2Fs+kqyi5hu9bUfIb2xbyx5R4cj+tSTVHyG1buojWdK4Jf24AoOj+TbSm8Iatofenzjx++ELrzy9Np4cdK+rcERlnuV7C+SsAdQAuNTP6CdrMFiGYVTQN4Ie5N09EREREREREJEc+gW8yaeXUyebuDQAuR7Bb3GpmbzCzrF8dmdlKAHcByAPwGXfnX8eIiIiIiIiIiIgchnK6XNTMpgDYAOCjAK4AcBWAZ83sVgB9Y9SLAKwCcF7m/08DiJnZp0Zar7t/Jcd2i4iIiIiIiIiITBi5ZrLtHfJ/A7AQwSWhQxmCEW9HAfgSWa862URE5LDywK8+QmvOPpm9/QF7Tx2ereXP2KDlxXXpYTVD1R0bnvs054s8Vyt9+ipaU7mF56TlRcnuiWCknK+BSnfxwDWWtwYAee3h126w+wFg/5v581dz4wZas/synjcEvkvAzn9NHwAAIABJREFUH3yS1pQs5vl5+z7A8+hm3jr0I2KQLVi8pT/zqO7N4dlaVb/gmVnNR/DXsmPqLFpT+5MHeM2vH6M1TRfxvDBL833HtvH5wXxeeJ5V6omn6TriS2ppTX4TP8ajaL+Y54WV7OyiNQMz0UaSvJBn9eWvXklr4s1Dcik3xJAYkDPWVsH3v/xb+DE+Xor39kQo4jma6VKeG9hz/km0xurCcz17y/LoOnhaXbT8xpK8FXw9EfLWes/h70N2B8/jzN+4ha9n5gxaE58ZnqsYr8uSN+mO/L7lyXa6jcnEANgEvDSTp0jK4SzXTrZs+0PYPhJl/5mAu72IiIiIiIiIiEh0uXayfeGAtEJEREREREREROQwllMnm7urk01EREREREREJraJOpPnRGyTjJtcR7KJiIhIRLfd/xlac9Lbv511+cAMsPzmJF3PrPXh2TI7P8RztaY9wLNa4h08Q6nxcp7zVfNQA63Jb+R5Q7HuCPlRXkZLil/oCL1//8pSuo7Kzfy56V25gNcU0xLUPsn3ifr389d8yg94Vl/xWSfQmhdePTwnyL9rg5YXNI/9r4qZd7fSmmQJT3XyE3lek699gtYUtPBMwIIbH6Q1+97LX6tYT/jzV7tnKl0HbnuYlnRGyDcrmzeH1pRcvZbWRMn5yj+F594V7eHHXrwp/BgHgGTNkOPcDMnqkhf/W/nQHroOzJjOa4wn6iR37aY1nbV8X89b18S3Nb+a1hQ/vJ2vZ+++0PsLi3g+XOyI+bSmYynPFkx08GMzHeHcVriLn3NsKm9Pcjffd6K85uyP9/T07K+l5we/6aY//0UOtNihboCIiIiIiIiIiMjhbty6ss2sEsAqAMsRzEL6iLtvHa/1i4iIiIiIiIiITFRZO9nMLA/AJQCucXc6ttrM3gvg6wBKhyx/CMA73Z3PKS4iIiIiIiIiMg7Mg9tEk6VN28zCW+oeIftCJoSRLhc9B8CVAHab2cywFZjZ5wF8H0AZABtyOwnA381s+Ti1V0REZFJ58JcfoTWNS3nuzs5zwjNhpv0Xz97av6KE1vjDT9Kaqmd4ttu+U6fQmu4pBbQmXZhHa9pnxGlNbOP20PvLnufZbz0VvC2JRp4dNeurEXLS1u+lNdXrO2mNnXA0rYl182yjGC9B5SbeHia+az+tya/n+19i6y5a0/amNbSms4bvWz3nnkhriurTtKbqF/eHFyQjvAgRFN/4KK1JV47P33qFdz1FazzO88t6y/ixl3r2Od6g+9eF3t2xhGdvtZ8wl9Z0rJzN2xJB6f8+Mi7rSRbz/ZjlrY2bCHl1BXX8PJp4aAOvuZ1nFKae2kRrouStjRfvCn/s1hkhp1REDqiRLhd9Q+bnU+4+4qcQM1sD4NMDFu0FcAuANgCnAVgJoALAb81slbtPwH5kERGRQ2toR1vptZ8dtOzYD14x5o62aRs20462/e8+hXa0Va/lHW22eiXtaKs/tpR2tJXuTNKOtoKG7nHpaCsF6Whbs5R2tKUKYrSjrailm3a0pRGho23+PNrR1jO3+pB3tA1ddjA62ryqbHw62uYtHJeOtuI9yYPT0VZTc/A62pYv5h1tEfq0AN7Rljp+6bh0tOVjFB1t6fTg/59z/Lh0tFmv0462/Agh+ECEjrZyPmkLwDva4ph8HW1pROhos9jh1dFWUTa8o837O98sqU64CWqBu9cd6kbI+Bipk20RgollbyG//x8IRsM5gLsBXOTu+wHAzAzAlwB8CsDRAM4H8OdxaLOIiIiIiIiIyMg8c5toJmKbZNyMdLlo3yWiI3bbm9kyAGci2EXaALy1r4MNADzwaQCPZRZdOPbmioiIiIiIiIiITDwjdbLNyPzcEvK77x3w7yvd/fkR6n6EIJ+Nj7cXERERERGRSceOmHOomyAicsCNdLloPYLRbBXZ7szMPnrZgEU/DdlG32i46Tm3TkRERPD4dz9Ma1Z8/IrQ+2OrjqLrSPNoMyRfdQKtyY8Q7t+8kF8rUbmF50v1lvOsuuk3bKc1XWuWht7fPJ9vJ6+DPyaP8Xyk5pefQmuK6/i2knzeCFRs7aY1PRUjfVzsN/0njw1btr43PWh5bNrU0HX4ivDXAABallTSmuLrHqA1seP4nFzpPJ4LVb2uhdY0LyunNWW/I5MaRFHA99EoWl9/PK0pvWotrYkfvYzWRMm6Suzn+Xo9R/D9wiNkUcWrqwYvaADiVf1/DqULRhqfMHBD/NgsuOUh3pYyPrmEzeJ/XqW3jTQOYkB7bnyQ1owX1tHmu3ksVXJuNa0pmDWD1lgDn0gFM3gGX3rjNr6tPH4eTXfyzEpfMCv0/mRJljfyDYbe2iBvtbeHbmJSOYxmF5VJZKR3ir53vJHeHS8EUIPgUtGH3T0sAbnv00e01E0REREREREREZHDzEidbBsQXOL5fjMbNNWMmRUB+OqARWGj2ABgYeZntClyREREREREREREDjMjdbL9KPPzKAC/MrNKADCz6QCuBzA/c38zgN+TbSzJ/Nw+6laKiIiIiIiIiETlE/gmk1bWi8PdfZ2Z/QHAmzO3N5lZHYCBYRoO4APu3ka2sTpTu33szRUREZFsnvpGeG7bss+HZ7YBQJxHqSFVxDOJUt083K30eZ53ZUn+KbRlEd9WsoiHbee1h+e/9fJ4JKTz+WMq/y3PPmp/L89ki3fz5yavndd0TOc5Xu3T+Wve9L5Vw5b5d6/CrgHLp19xX+g62t7M58hKFvLnuPjkY2hNmlYAVX/ZQGt6V8ynNZaK8NdUhDbvWV0Sev+sOxroOvaft4DWVP8s/HUCAJxyLC3x7iStSZ/GH3e8iZ+YCvfxmvhMntGV2lc/bFm6pf9PncLred5fvJQn5LS/djWtKX1qH63Zf/wUWlM4n+fV5UfIiIsiseiI0PuT63kGn5/K9634X4dnQA6Visdpjad47md6JT9m2o7lWaXlWztoTWIfz3jE9vCLw7pPXzRsmRvQXROc63u7X2KhbCKHQNinpg8D2IjgstEYgg42y9wA4Cfu/ruwlZvZYgDnZ/5729iaKiIiIiIiIiIiMjGN2Mnm7nsBnATgCgANCDrXUgCeAnCZu78vwvrfmfm9ZgDXjrm1IiIiIiIiIiIiE1DoXMLu3grgo2b2MQBTALS4O5/rvd+nANwIYE6OvyciIiIiIiIiMirmwW2imYhtkvET2snWx90dQF2uK8/8XoRgBzlQzKx16KJD0hARETmkNnw+PLMNAFZ8gue2FW9tojWpCLk7iaU8dyzRwnOWiup4Jpul+afZ1tnh60kW0VVg+rf5R566f47wuDt5e8sf4ZO2N63hGVSl2ztpjceLaU1RXe/whWlgylPR8396i/lHlOp1LAoY2HE+D9CbvjZLe4dofO0yWlPz20doTc/beF7TnpPD89YAYPZN4Rldns8/1pc/Nz55TD3l/LgruP1JWtNx8Ym0pnLjTt6gOdNoSXIXP2aG5YH9/Vqk1yx/8b/xDr7fWAs/pkrv30prWk8JzzcDgPLf3k9rEvN4JqVHyJHrPWEJrcHmPeFtqamhq6hbwk+2xVX8mCrZ3Ehr0MFfq+RfH6U15XxLsJOOpjWeJRNwqFTr0D/tBot3Zt9v4p1BEmWqe1gi5Taz/i4fd4+QQCoiYXiSrYiIiIiIiIiIiISKNJJNDl9Dv40ws1oAfLoiERERERERmcwWuHvOV6wdNtyD20QzEdsk40adbCIiIiIiIiIih8agy3az0aW8hw91somIiAgA4Kmv89y2c2/9DK1JLOJZQtU/5flle/+J55fVfp+vJ34kzxIqfbQ9fDvdfP6munecTGtiPNIJVT/nOUtJvhoULqqlNS0Led5alNyn/e/O8loZ0DIv/8X/Ji4Nf37yWyNk5y3k2WXz/+tpWmNTqmlNqpA/fw2XHk9rpvzucVoTmzOT1tSvCW9P1XqeVxfvTvG2rDqK1hQ/8TytaXzTSXxbPfw19ymVvOZhnv/Wcx7Pf8u/+aEhK07B7u1//dLGk3ZiC+bSmo7j59OakufCs7cAIL3mGFqTXPsErUksW8xrWnmeX3Le1ND7G5fyvLWaJ/jjbpvPM+Ral/FjvOw+no0XReqV/DyQv5cfn1ZVwTdGMtkK9g/PMjXvX269motQ5EBTJ5uIiIiIiIiITCqH0eyik/uy3ZcYTXwgIiIiIiIiIiIyRupkExERERERERERGSNdLioiIiKR3fLEl2jNGed/ndbUXzid1sz6G8/miVXwDJumVTW0pnh3eJ5wy/z80PuBaJli5esbaE36hKNpTf1xPP+45sc8r64kQpZQlIwuS2V/7AOXR8l2Yxrew3P60kvm0JqdZ/Lnb+bX+PPnr1tNa2JVPFMMLTyvqWRPFV8PESUTa+q9vC2o4M9ffivPfyto4DlfqTLeZpxyLG/P0Ly1Uei64ARaU7pxP62J96T5tqbz/MHCfZ20JnnGcbSmaTo/v5U+x7eF+8LzB6ucZ8j5ExtpTXndNFqT3PEC39aKpbQmPpVnuyWe4hmFvYt57iIq+b4emxp+HugtLxi2zK1/eW9PhGBQERkTdbKJiIiIiIiIyOTimdtEMxHbJONGl4uKiIiIiIiIiIiMkTrZRERERERERERExkidbCIiIiKERbi0o6A5SWv2vGLKOLRmcuq4iOebVW3kuVB1EfLqJiN/+ElaM+VXD9Oanukvzecviq7qOK1JbtxCawqe2TUezTn83P8ELYlX8ZxN5PMMueSreH7eZJTX1H2omzChWHri3mTyUiabiIiIjKu/3fQJWnPeoo/TmpZjebh17zIeyt9TarSmbCvrIMsfl462jmn5tKOt4lkeTB1lUoNYEQ/R7qjgHwUTbbymoCXLk+ODl7dfvCZ0HZZy2tFWWN9DO9r2H1VEO9qmr+0KvR8AEouO4DUdPNw/uXN8OlTii2fQGtbRZvn5tKMtecoK2tHWVZ1H2xJpko/SQlpTv6qcb2s7n0Ch85Lw/Q8ACpoGv55+6w3oOefEQctYR1sheEdbYuYM3tFWXhp+P4B9p9bSmigd06VXraU1je84mW+Lr4Z3tNVOOXgdbXfwTuf4kUtoTcdx82hN8bqdtCY9hU+SEmtuD70/NaV8WEebeX/nm/fyY0VExkYj2URERERERERERMZII9lEREREREREZPLRTJ5ykGkkm4iIiIiIiIiIyBhpJJuIiIgcdDdv+QatednF36I1Fb+6n9awLDAASOxpCr2/rIh/ZGqfyTOCZlzDQ9FbT15Aa5rfxvOREh386/uKx/bSGi8uoDW9JSXDFxrQW9Kfh1eyOzxrLnE7z0fqPZuHmU+7p57W2L79tKbpFYtoTWEDn+yi67V8QofiW3ggfMOy8Iy9KV1H03V0V/LXMl3Av4Mvf5I/x40nTqU1VffxvLqKZ3mb43c9QmuKX3k8rcnf1Tro/5Z2FG1v7l/HVp5W3nvqsbQG2/bRkrqT+SQpU++tozXpAp6fFyWDPcbjB9FyWfh5qfw3/HydrOP7VnxKNa1JRMhbSyzlx7jv4ufI+Ew+WUjP4um0Jm/dNlqT3N8Yen/C5wxf6I54XfAeF0910G2IyNhoJNshYmbzzeyHZrbDzLrN7Dkz+76ZzTrUbRMRERERERE5nJlP3JtMXupkGwMzu87MPOTWNsLvnQlgHYD3AqgBsB7ANADvB7DOzCJ8BSYiIiIiIiIiIhOFLhcdm7653e9G9kjFYXNmm9lcAH8CUAbgCgCfdvcOM5sG4A4AKwDcYGbL3F3jeUVEREREREREDgPqZBslMzMEnWz73f2MHH71KwDKAdwM4GPungYAd99rZq8F8ASAOQhGuV0xvq0WERE5fPz96o/SmhPf8W1aU/NgA62pP2Nm6P2lu8LzxACg6v+zd+dhcl3Vvfd/q7p6VHdrlm1JtiVbni3bGjxeY3DwGDBDLg6DA4E4L8kNuRAICQnwJiSXIRDAvLk3hCRwCSGMxngCDNgG23i25EmeZMmWbNmyBltTD1J3V9V6/6hqqyfVOuqq7hr6+3meeqrrnN85tav7qFW9a++1r18TZvZcfHKYabvm3jDT9afnhBm3MKLt58V1gmZ/J6531TnjpFHbLCd1bti3//FvHip6jlRbW/g8jb9MULfttcvDTOrxp8NMU/dRYaZnflzvavZtm8LMK29fFmamP9tfdH/Di/F13tBySJhJMo2pd0lcE2v6U3vCTGb+zDDTtH3MiSHD5M6I69ENtMd/9jQ8OeK68JyyQ7b1v+GM8BxdC+Lnmds1I8y0vxj/zsm1xXUguxe1h5kOPyHMzL45Qb2wl7YU3Z9aEf/+231s3N5U/K1Rp44NM5mRP+8xpBcdGWZyDfEv25bt8diJbFBvTZLSC4r/X6XWluLbM0kq8AEoBdNFx2+28qPR4grGBWY2S9LvFh5+abCDbZC7PyvpZ4WHV5SjkQAAAAAATDnu1XtD3aKTbfwGP95M3Mkm6SJJjZK2Sbr9AJkbC/crzCxeTgkAAAAAAAAVRyfb+I2nk21w/sJD7n6gNd+HzjUJxgMDAAAAAACgGlCTbfwGO9k+amYfk5SRtEXSXZK+LelW91HjQBcV7rcWOe/QghoLJcUFEAAAmKIe+OZHwszSj8YlTg+9qngdtP5LVoTnyC49Os40x7V7dv7B2WHGG8KIZj7VE7enNX4r2P3GuF5Y24/vG73Rs2EdtqH6zj0xzCSpydY/I66TNq09rvvUMy/+Jqf3xVN+ek88LMxM/897wsy+N59ZdP/A4nnxOebGkyS6Do8/g5++IRtm+uYmqLH3iwfCjE6J64XtWRL/PNO9pdeiyjbF/35n/9vdYcYSvKaWLfG/X9tbvE6fJLU/F7c51xr/m2nIxj/zqOZaknprMx+Kawv2z4vPk1sX/wnVsPT4MOMvFvuzLW+gPa5t2ZygblvmwpVhRrc8WHR37rWnjd74tKn/0A5JUn+/Sevip6kX5snqTE62amwTyodOtvE7VNJzkrZLapG0WNLRhdt7JP3AzN7t7kNLc3YW7pN2sh3USDYz60oSO5hzAgAAAADq0gaz4l0+7t4xWY0B6oGNHmyF8SisNnqKpE9LemNh85fd/c+HZH4i6Q0jt484T4ekweWYLnP3nxxEG5J2sk0bfNDW1qZ806Wenh5NmzbtQMcBNYHrGPWA67i89vbHS9HZQPFRLt4Qj+5J8sm0l6tQR4KPzCweeJLoPEneKdoYo1yyyqpBCYbcDT5PQ5wd63nGd554VJOny/TDSvANLMfrSnT9JfmoNcnLLtMChUlet1JxgzxVngt5ZHtGXsPlukaTvKZEEv3jTHKiJN+/BD90K36eJD8nyyb5QSVoby5Be5NcN7m4Pcn+f0hwngSvK/zdNUZbstl+NTTkV6J1d+Vyw/5P7FFwJdVSJ5uZzVW+/rkk6Yw3/K0am+ORj5NtoK9b9//074Zumufu2yvVHpTXlB3JZmZfGcdhn3T3MdcRL0wNfcTM3iTpekmXSfqAmX3W3QdHp71QuC+2fvrsIV+/eDCNS/ILcOQvno0bN2ru3LmSpPb2dnV3x8ukA9WM6xj1gOu4vMoyXfTieLpo06546lbX4ngKXaYljKi/I/5j7NB742soyXTRfbPiqWRjTRf9tV+r8+2t4bGDBi6Ip0olmS6677Li0yoladqtj4eZly9fGmaSTBdt3hl3ujT9PJ42Gb2u5lf6wnPsPSS+uMo1XbRhX9zJkWS6aMPSeGrlrpNnhJkk00Vbrxt+HY+8hvcGU3YlqfXaMaZOj5DkNSWRZLporrM1zCTpUG7Y8FL8XIcX+xNncqeLNtz9WJhJnRBP8VeC6aJdrzs2zLRviMdC9M+J/39IR9NFzxs9XfT2Oz6l1573qfxz9Hfrzrs+O3T34rru3HEl64yebKPbxIjCOjJlO9kkfWgcx3xaUtF3rO7uZvb3yneyNUtaJumWwu7BTrZiRTPmDPl68zjaCAAAhljzxQ+HmVNyxTvisgnW+z7i/8Y1gPpOjf8Ym/5s/Idzks6m7HlxLbWmp+M/nHe+YXGYyb39rFHb/Ec3qPtt+7fn0sU7Btu2xiMO+99wRphJMlqw7+y4FlOuMe7InHnD02Hm5TfGP/OBy0d//0bqfGJH0f3WvTc8R64xrts2bVN8/XUfGY+0bXshbs++S04PM0lG6A20xj+rhr44s/ctwzvR/IYbtPdN+7cl6UBLon923JmSbYkv5LYntoSZ1AsJJrqkE/xJmGD0p20oPj5gxtr43/jAaUvCTNPzxf8tSNLOy+MPRqa9GHdMN22Nvzdj1qQcIcngz4Zzx6inNkJqWdBBe9sYnXCeVaqwPeXxawZQminbyeaeaMD8eA19xzX0o5ZNhfvlZpY+wAqjg++I9ylf7w0AAAAAANSn+h5ROMVM2U62CTZ0eayhHzX/pnA/W9L5km4e49jLCve3uCcpfgAAAAAAAIZidVFUQrnK76KgsADCxwoP12pIXTV3f1b7O9o+bGapEceeIOnCwsNvTnBTAQAAAAAAUCaMZBsHMztF0vsk/ZuktYMjzsxsvqQvSnqLpAFJv+ejl2/9mKQ7JV0q6fNm9jfuvtfMDpN0naQWSXdLunZSXgwAANCjXy5et+2is/4+PEf3OXER7VlP7Qsz25bHxemnt8UF2Ju6xqpKMZzPnh5mknwk6w1jV+EYun3fzOKVOmZc+0T4PLvffEqYGZgWNzhJba30e84OM/uWx/XqZnzrnjCz54r4ubKPF6//tuMPzwnPMW1LfE2ke+OKKm1bEtR1WhPXq2ubEV9/vSsWhZmBBIsHtm9OsADFTcMXYjDPDlsMYef74p/T9GcT1Pl6pTfMZDoTFIK0+Frfe9qRYSZJHcPUQDz0Zt+c0v+0nP5IXG/Nd+4KM+0vzAozjZvi58osWRBmtK08s/zszofDTO6c4nXbUstOHL3x4euVOi2/PTXQI60ZV/MAJMRItvF5l6Q/k/SEpC4ze9jM1iu/sME7lV+9813uPqoqsbvfI+mDyq8p8lFJ281slaQNko6V9JSkt43ROQcAAAAAAIAqxUi28fmcpOclvVHSIklLJO2R9CtJ90j6krsf8CMWd/9nM3tM+VFtZylfw229pB8Wju2Z0NYDAAAAAFDP3PO3alONbULZ0Mk2Du6+W9JXC7fxnuN2SbeXrVEAAAAAAACoGKaLAgAABH5579+EmV2LGyahJfVry5XFaw2huKbueFF6yzJ6ohSzH9lT6SbUtM4bHg0ztjdBvT8cUGrP3ko3AZjyGMkGAACQQNTRtvQjV4Udbe1b4qLyC2/cGma2nzsvzLTf9kyY2fz7YxTJHqGhP4yo47uji/ubZ4dtt3ecVfQcvXNTYUfbrKfixnQ8Fxf3T6KhL+6QyrTFHavps04NM53fiRdHaFh6fJgpR0eb3xd3hKRPOSF+nnlzw0zmhRfDTNuGGfF52mbH53nkhTDTc9kZwx77T29Q3xv2b2t9sSfsaMs9+Hj4PHZ0vGBGbnZbmMlsfC7MNCbIpI9bEmZ8+ythZuC8Y8NM2NE2b27Y0Zbrj38PDLTHf+Y2puLfx6nVT8WZ2fH1t/v8Y8LM9FUvhZmXj2ktun/O1t2jO9p8f+dbKhsvvlNXXLJq/GyhGtuEsmEkGwAAAAAAAFAiOtkAAAAAAACAEjFdFAAAAAAwoVIzpiu3a3elm4GpxFWdUzOrsU0oGzrZAAAAymDNlz8cZi5e+akws3NlXMuq/cWBMNOToD7Sgp9vCzNbfiuu/7b7PWeP2ubfuUG7r9i/fdbq4jWd/NS4rlH3/MYwk21qCjOHbD4yPk9zXK+p86m4EH62sznMxM8k2c6uovv3zZgVnqP9+/eGmYbp08NM9tEnw0yqLa4p5ufGi130J6ib1Xnns2FGzfF1kW0aPcln6LZUb1wLLK6KJ+0889AwM+3FyVsAYPt/i3/nzP1N3CvgDQlqnM0Irq+GeKJVqqM9zLRs7gkzmWc3hhlLx79zNGdmGElSb633+Ph37YxvFa/fOGZFSs8p88yG/H5nYQlgojFdFAAAAAAAACgRnWwAAAAAAABAiZguCgAAAAAA6op5/lZtqrFNKB862QAAACbJL1Z9KsxccN5nwszA9Li+VCobt6frxLgO2px/uTvM7H736JpskoYVd861txQ9hycoTJakFl26O85kNj4XZmb39oaZ/uMXhhklqCmWvXBlmElvKl4wft4DcX04LT8pzjwdf2+S2P3mU8JM6/YxK0gNl+C6yL6yM8wMnH9qmPGRc3xs+LaeY+LaW81PhRHNfCCuhZhNUC+s/6L4umn85aowM+PpvWEm19kaZkZ9/0boXnl4eI6WG+4PM7vee4DfN0M0xOXzNCN3fJix/vgazbXFv4/txS1hpnlnXA+xYcH8ovt9zxi1G/eYGjo68sfnGqXu8GkAlIDpogAAAAAAAECJGMkGAAAAAADqS87zt2pTjW1C2TCSDQAAAAAAACgRI9kAAACqyC13fCLMLP/jq8LM3FXFa3hJ0taz4xpA2befFWZmPTy6JpblfNj2vQs7ip6jbWtcS61l064w0318XGeufeGCMJNE4ys9YWb72XPCTNv2BAX0dhR/7d0nHhWeov2mR8NMbumSMDMws3h9PUlq3hm/piT18/pnN4cZz8TnyTXFYws6fvLIsMeWyQ3bltsb1y5LLTsxzGQeeiLMJNG65oUw0/f6FWGmd15jfJ4Z8ffv0Fu2Ft2fWfdMeI70UYvCTOvL8bU17YGNYSazNa6Nl0T6sEPDTPfr43qI7fduiJ+ssfjPyvv6im53H3s/gPKhkw0AAAAAANQX17AFeKpGNbYJZUMnW50zs5FLzCRYowkAAAAAUOc2mNmrXT7uXnzIMYAQNdkAAAAAAACAEjGSrc6N/DTCzOZKKk8BAgAAUBEPfu3DYebCcz4dZhq74zkrnTfGdbxs3tzRG12yrv01rFq2FP9st/eIeADFC2+YF2YW3DK6PtxImRdeDDOZrzTAAAAgAElEQVS585aFmR0ntYaZpj3x97j9zvVhRtOLf386V8Wvac9vnxpm2q65N8zEFbykgYtWhpn08/Fb0v4ZC+PMpaeHmbYH4npXftThwzc8YbIh26w1rg+XW7UmzDScdGyY2bE8ri04+9aN8XPdujrMpN9yZpjp+N7dYeaV95xddH/TSXF9wlQ2/vfS/Ep/mBk4Zn78XIviWmp+X/z7TxZPFGq5/r4wk4mfSb2/U/xnle4bXW/Sb/qR9l14miSpv69buvnHQ3cvdvftCZ66Jpkkq8KpmUwtq2+MZAMAAAAAAABKRCcbAAAAAAAAUCI62QAAAAAAAIASUZMNAACgDt189yfDzIWpy+MTtcZ1x3afftiobb7Jhm33huLnSO9NULtscy7MZB99MswkkbrjoTAz9+64Oln/608LM93nLkn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\n", 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" ] }, "metadata": { "image/png": { "height": 470, "width": 620 } }, "output_type": "display_data" } ], "source": [ "fig, ax = clm.plot_spectrum2d(vrange=(1.e-7,0.1))" ] }, { "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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\n", 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" ] }, "metadata": { "image/png": { "height": 468, "width": 627 } }, "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", "ax.set_xlim(0, 100)\n", "plt.show()" ] }, { "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": 329, "width": 627 } }, "output_type": "display_data" } ], "source": [ "grid = clm.expand()\n", "fig, ax = grid.plot()" ] }, { "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 } }, "output_type": "display_data" } ], "source": [ "grid_glq = clm.expand(grid='GLQ')\n", "grid_glq.plot()\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 = 1\n", "nlat = 202\n", "nlon = 202\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": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 298, "width": 628 } }, "output_type": "display_data" }, { "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": [ "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')\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": 329, "width": 627 } }, "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()" ] }, { "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": 329, "width": 627 } }, "output_type": "display_data" } ], "source": [ "clm2 = pyshtools.SHCoeffs.from_random(power/10., seed=54321)\n", "grid2 = clm2.expand()\n", "fig, ax = grid2.plot()" ] }, { "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": "3.7.1" } }, "nbformat": 4, "nbformat_minor": 1 }