{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction to pyshtools\n", "\n", "*pyshtools* is a Python package for working with spherical harmonics. The routines of this package can be used to perform spherical harmonic transforms and reconstructions, rotations of data expressed in spherical harmonics, multitaper spectral analyses on the sphere, and the creation of publication quality graphics. The base functions are fast routines written in Fortran 95 from the SHTOOLS package, and *pyshtools* provides easy access to these 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": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pyshtools as pysh" ] }, { "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 several subpackages that contain both native python routines and references 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 spherical harmonic 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": [ "pysh.utils.figstyle(rel_width=0.75)\n", "%config InlineBackend.figure_format = 'retina' # if you are not using a retina display, comment this line!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grid and Coefficient classes\n", "\n", "Let's start by first creating a power spectrum (i.e., the total power per degree) that follows a power law with exponent -2, up to and including degree 100. To avoid a division by zero, we will set the degree 0 term to infinity:" ] }, { "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 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 = pysh.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, `from_array()` if you already have a *numpy* array of the coefficients, and `from_cap()` if you want to return the coefficients of a spherical cap. When reading from a file, if a URL is specified, the data will be downloaded directly from the web site.\n", "\n", "Next, let's calculate the power spectrum and plot it. *pyshtools* provides a built in plotting function to do this, and as we will see below, the power spectrum can also be returned as a *numpy* array using the `spectrum()` method." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 470, "width": 627 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = clm.plot_spectrum(show=False) # show=False is used to avoid a warning when plotting in inline mode" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, this method plots the power in units of power per spherical harmonic degree (`per_l`), but you can also choose from the average power per coefficient (`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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sh5qY+AAAABAHg2wAAAC4oOlffdXMnPnAtaMud8H5nmyzn+uN3EbvJXbPooYtB81Mx0+sNzNxTiLIxLiYQ/fcajNTtWmNmTm90O531fqXz0euT112qbmNzIbR36chXnjNjCSnTTMzp6+ZYWb6brL7hdWcDMxMRXuPmUk8866ZcSuXD13wqpNbsfjc3cy2t8xtVDY3mJnmE0kz0/GBFfZ2Xrb7hcXpsaf19nGR3G9f+DDzzo7I9eFNK81tVCbt1ybTXGdv5wm7t1vy8nlmRnX2vnTc7smmKxeYEbtroORfeSNyffd960Y+5rGEut+fPbYH+ruk78TYEYAx40+TAAAAAAAAQJ44kw0AAAAAAJSVUE5hEZ5XFIqebOWMQTYAAIAytCnxoB16YOTUIgAAAIwNg2wAAABTVO2h6D5pkhSsWWpm6g72jVjmwqHLkz0DkdvoX2D3ZOu54zIz0/LF6N5lkhTevMrMtC+z+62503YXpRMrKs1M83sZM5My+kdl9u43t6F9B+xMDMHp02bGxzh5pKLHm5m6gzGO0Ub72EldOtfM9E2vHXLfO6f0oGVxvjidXN1iZpres3vINW3vMDNBc62ZifO8+2vsZ5Zsqrf3NdAaud53jPycGCER48B5MUbfwFa7J2Bm9x4z49bavfFSFVeYmYHGKjMTpuzn7m+P7vFY/chLI5Y5H5xbnvD95j4A5IdBNgAAAAAAUFYC7xTEudLNBCvGmlA4xTdBGQAAAAAAACgxnMkGAABQYmL1WwMAAMCEYpANAACgDJ38hY1mJjFg98Rq/ocXzEzfB9aOWOad1N9yvh9Z7+LovlnT//cWcz89d11nZg7/X/bznvvUGTMz42+2mpmOn95gZi55yO4R1/lRezvBmujeWtWX2z2oOq60e5clMvYxUXMyMDNNz+41M13X2z32ghj9wirfsvvRZY4dNzOdw3v+Oanzsopzd1vnzDa3MePJGLXE6I134hP2MdHYljYziRi91CpefMvMBL12bzxLevV8M1ObtvsTxpE5fqIg2/Gb37D3FWM7ibYKO7N6mZlJHjkVuT68dvnIha8/osQ12eWJTLe03dxN2QjlFBbh1EyuLlremC4KAAAAAAAA5Ikz2QAAAAAAACZHm3Pu3GnE3vuGySwG+WGQDQAAAAAAlBXvEwp98U3e80VYEwqHdxcAAKCIbPjoF8x/6buvN7eT7LN7a814+B0z0/3gejNT/8JuMzP9a69Fru+9w+63Vv/aYTMz89V+MxNuKUxToqYv2f3q4qg5NmBmqtqjM5U77Ndm2i77tWnYa/f5StfbXyFOb7zc3k6DvZ2g0s4MLLnUzPTdt87MtH5/X+T63quj++JJUmbudDMzcKf98zvjpZNmpmqvnXE99nuuKxfYmRjS94zszThY7bt2Xzx/+JiduXGlmUldYT+n1OxL7MzcOWYms2mNmQluWGFmEl199r7mtESu717ICVAlaoH3vuHsv8kuBvnhTLYy55zrHL5oUgoBAAAFNVEDbWduW2IOtE17aueIgTYXhkOWhYoeaOt9/9XmQFvdG4fNgbb+RTMZaLuA/qVzCzLQ1nNJhTnQlhgozEBbTW9gDrSleoOCDLTVbzkwZKDNBX7I/d7ls82BtorOgYIMtCUPnJ6wgTbfUGsPtL1mXxxBih5oS719zBxo84ox0NZabw+0HeqwB9p6egsy0JaRPdCWGAjNgbbE8S5zoC1orLnogTb/hju3bKDfDb/wAdMUgQLjTDYAAAAAAAAgT5zJVuaG/zXCOdcqyT4PGwAAAABQzhZ47+15vCUqkFNQhBO5irEmFA6DbAAAABNk449/wQ7x2xmAMhTs3a/k5fMmuwwAGFf8GgcAAFBEBmrtv3BXdNmZGc8dtXfWaveO6r4kRnP6OxaPWOa/mlD7oOVN34y+8EHVtzab+zn5sQ1mpmem/dpceuRKM6PD9skdp+9YYmbqv/qimal4Kvq1kaRETXV0oNFupVR5ZHir3pFce4eZqTrUaGa6ltrHVuPjb5uZcMllZqa/tcbM1L92xMz0XjW095Y/5IYsqzxlN6bvn268T5JqXthhZvwCu+F+eqb9ng802l/3qo/Zzyu1ZJGZyaRDMxPs3R+5vude+yIC9TvtY/T0qllmZtpze81M5uAhM5OKkYlzsYuKRIzP2tro97Ph+bYRy1wYnlueDnvNfQDID4NsAAAAAACgrITeKfTFNzWzGGtC4XDhAwAAAAAAACBPnMkGAABQAHfP/RU79L75414HABSllculbW9NdhUAMK4YZAMAAJggYWWMKSLejlR0ZsxM97IZZqbuxd1mpmG/3VsrqBr9eSUy559MxwPXRm4jU2O/Ni1ffN7MNNy00sykL4nRv2zfYTPT9MPo/lKSpBi9rPovnWbXc8jop3amy9xG95XNZibVY/dbq359n5mp/Y6dCYPAzPjNb5iZ4IF1Ziazx+6/VTlr6PvgvFTZ0X/+fsbuOVb5nZfNTM+9a81M1fF+M1Nx2u6llhioMDOp/SfMTHqR3eMsTMb4fFu5PLqWHvuYCLa/a2bqttul2J+iUuLa6HolyVfbX6krvmcfF31x+rYZ2wnWrBi58FhCwbzs+xcMdEvHzN2UjdAnFPrim7xXjDWhcHh3AQAAAAAAgDwxyAYAAAAAAADkiemiAAAAhg0f/YKZaZqAOgAAAFC8GGQDAAAogMM/ttDMNL+bNjNVr+w0M8HSy+3tnLB7G3W+7wozoxhtluq/9uLIh/lgyPIjv7YxchsNB+x+Vwmjn5MkJbfZr9+p+642MxWL5pkZd6rbzAzMtPu/JX+wxcyoIXo7nbfbr83gHnkXcuaySjOTerwwTZ1SVywwM8EM+/Wr+eZLZsatu8bMnF5cN+S+f2XossYvv2BuI3nVlWam6oTdb6370hoz45NmRE1P7IgRsvvwpWL0f0udjl6fOGT3fqtpsz+3uj5g97Sr3Wv3KAxfsy/C0H9JnZmJ028ttXSxndnbYWa67ovuP1j9yCg/Cz6QfyXb29B7+9grJ6Gcwjj/E5tgxVgTCofpopPAOXeNc+7LzrnDzrk+59wO59znnHP8ERwAAAAAAKAEMciWB+fcVuecj/g34ro2zrmPSHpF0k9KqpH0jqQFkj4t6VXnnP1nUwAAAAAAABQVpouOkXPOSVooKS3pQueOtw17zBpJ/6zs6/4pSX/uvU875xZLelrS5ZL+wzm33ntvz5kAAAAFcffcX4kO3Dx/QuoAAACFEXqnwBff1MywCGtC4TDINnbNkqZJ2uq9vyXmY/5U2df8b7z35zooe+93OOful/SSpOsl3Sfpm4UtFwAAjFXVKbtPUEW3/fexqpfeNTPHPrzCLijGXIQwxm95dUfsmlPd9nPvfWBknyD/yKPqHdQ/qPpUdD8wZ7cLU/d8uz9XeMVVZiZOb604f+109fVmpnv9bDNTca/dY6p/WnQDrkyV/aWt9Wuvm5nq5XaftMytq81M8km7z1xmV5uZOb1xg5mpuiS6T5V0gV5VwzQmrxty34VS4+7e8/dj9HULXrJf4zjbaWize4rp7d1mJNPTY2/n5Ek7E0Pm9jWR66sP2dvwmYyZqX50s5kJ119rZhLX2n0MB+rtxnf9H15vZmL9/+G43S+t7r1Tkev9qlE+/7Y9osTK7PLEQLf0+mPmfgCMHdNFx+5sd2O7u64k59xVkt6XuzviEmXe+82Szv4f4yfzrg4AAAAAAAAThjPZxu6iBtkk3Zu73eK9v9BjHpO0VlL05bcAAAAAAMAFhd4p9MV3XhHTRcsbg2xjd7GDbKtyt69EZN7I3c5yzlV47wfGVBkAADjn9pv+XzNTMQF1AAAAoLwxyDZ2ZwfZ/sw597eSeiQdkfSfkr7kvR/e+GF+7vZoxDbPNkRISLpE0v7ClAoAAKIcuW9h5PqE3SZINSfs3mVn7rL7hbW+0mFmOpZPMzNdc+2/lNc9YvfNSs6PceHzdHrEIhd6NWw5eO5+7cHDkZvou9vu82X1JZOklufsxk9BjJ5Y6WmVZkbfj/rbaVYibTebS/bZ/Zr65kf/2t641z5I/eLL7Fraot8nSUrMmm5m1GD3z3MtTWam+c0zdj17j9j1zJ1jRjLPvzp0gQ+kQctitA1UZlN0XzJJqmzvMzOHb2g0M3O755qZWOfwHG83I5kYfduqjkb3kQtORvcTkySfKcw5BmeuqDUztUftfdXvsXvjhVu2x6qpIIyfq7Czc+RCHyrc+mZ2vbf7vgHID4NsYzdT0m5JJyQ1KjuItiT375POuYckfcp7f/b/x2f/TxlnkE2S5ugiB9mcc6N8qo6MXcw2AQAAAABlqc256MvOeO/tEfMilZ0uWnxff0epacj7UMqvOSR3fgwI+XDOJZS9sMFndf4CB7/qvf/z3Prtkq4avGyUbayQdPaSRCu89xf1Z5GLGGSrO3untrZWzmV/yLu7u1VXV3ehxwElgeMY5YDjuLD6eu2zFQrSsiXOr1Qxftd3ob0hn7A3FOd7RWIgxjU03di+oAR+QEk3aCKu8TunT8Z4E+K8fkGMNyLGc4rz+rnAPnvRJ+2z72KxXp44b2Wc3/vjZOIcEzGO41jbiXP4FWpffuiLGChQUhf3/sV5v+O8Dz5p1+syBfoeF+v7YIxMwjhI47xPsT5IY2wlFeN9i3PYxHltwjjXIi4U67gYWe/g49jLKxz6YdE96oMGb7GEBnycc62Sjp29/6HvfFTVzTWTWNHo+k716t/v/tfBi4a8D6X0mmMkzmQrEO99KOlZ59z7Jb2gbA+233bO/bX3PiPpgLKDbLMiNjP43PuDF0xduAbzh3H4B8+ePXvU2toqSaqvr1dXV4zLhQNFjOMY5YDjOL61P/2QmWls6zUzJ6+OnlpUqOmiYYX9xblhpz09rlDTRec+9LKZGet00cf3/aU2XfZL5+4HxTRddJb9+sWZLloRY7poz/3rzExlp33stC+NrifOdNHa/fbnSuLAMTPj40wX3Wu/D3Gmi4bT7WmTsaaLVleZkczBoTU/6b+pW90D9rYHb+O2CZwu+r3jsWoyFWi6aPLqpZHrw7d3mdso2HTRD28wM3Gmi1aest+riZwumjSmiwajTBcdfBynfb+e0WODVy/w3hfoQEIeeB/KCINsBea9TzvnPivp35TtqzZf2YsjHMhFZkY8fEbutk+S3ZAFAACYKtrsQYOKBZdHrp/2Ly+Y2/A3rjQz7cvsv6jXbXvLzDTU2/tqft0eXAxifKE9c02rman9xvBWtJJ8qMy+A+fuhjevGpkZpG6n3a+p7ow9SDRwxSVmxj27zczEuRhGalbUr3VZyRg92cJK+yy+mX/+fIyKovXds9bM1KTtwbr+2fZJFpmFy8zMQJ39vOsOjxzAHa7jgSVmpvaY/bxqZg8bPNzyqNzqFefu9s22f36rHttsZhJLF5uZuf/WZmba3z/fzDR+2f7siiO8JfrnV5L01Na8t5HoswecT19p91ub/vQBMxMeO2Fneu3P0d4YA+lxzpauO9BjZoLNb0SuT7Y0j1x40p1bngx7JfujFkAeGGQbH+8N+u/63O3Z/mpRv92c/Y15n2ceLwAAAAAAYxLKKSzCluTFWBMKpxAdSDDS8txtv6Q3c//9TO72Wufchf58dW/u9vvjVRgAAAAAAAAKj0G2AnPOVUn69dzdp7z3Z+dhPCNpT+6/f2OUx90i6ez56P80fhUCAAAAAACg0JguOgbOuTuUvYLoP2jQ1E7n3JWS/kLZKaEdkn7h7GO894Fz7jOSvibpF51z70j6K+/9gHNuqaSv56Jf8d5vmbhnAwBAcXrfg1+wQ7UTM+UivGWVEka/IeQpE0hxrgiIUbm1K+SNfk3Ij8t4+RTTvMYq8dTWeL3dMGZB+6nR+7JNUaF3CuNcKnqCFWNNKBwG2cbmE5J+QtLvSTrjnNup7EULLsutb5P0Ce/93sEP8t5/3Tm3WtKnJf2ppN93zu2RdI2kpKTnJP38hDwDAADKQH+T/Yvq0R+Zb2ZmPbIjcn16+Tzzy2GYsicIzHh15JXfhjv2SxvNzMyXYmxnY4uZqVlsN+weqLefV+qKBSMX7koMWX66NfrqmJUHlR1oi9B1/WWR6yWpbpd97Sh36VwzkzlgX+j98AcXmZmk3bdfM5+yr47ZaTRXrz3UI7d2RXTmNfs5he12V/TUm3aDdm2yr7IpZ//8Jnvsi3PM/KH98+Bj7Ct4+72hC3wg/8qggcu7r5fLRLdNTl5jX/Ah8/rbZubUz9hXx5z+mn0l4jgXWfCVMb4SFuiPDIX4Y0Vdg31sZfbuNzMuWZhB/ZqHR7nwyxjEachtXWDHPbtNwYifYX9uWeD7x1YcgNiYLjo2vyrpM5Iel3RU53uwfSe3fLn3/qnRHui9/4ykB5SdPpqStFjSa5J+TdKt3nv7slkAAAAAAAAoKpzJNgbe+2OSPp/7N5bHPyzp4YIWBQAAAAAAJEmhTyj0xXdeUTHWhMJhkA0AAEy4DR+x+63xKygAlJGN10nPvzrZVQDAuGKQDQAAFKWwws407c6Ymd6WGH13WpoiV/dcEt1PTJJcdDsxSVLnPPtJJewWVAqr7efUP83ezkCdvZ1LHnrezPirrhy50Em++vzzrfv3FyO30XPPWnM/QYXdV6trUfR7KUkN2+0X2a27xszM/t5hM9O5YqaZ6V46w8xUtUc3d+uZW2tuo6KxysycuvJyMzP9zT4zEybt96ru6XfNTM+Noxxbw9RkQjOTbqkxMymjVVrC6McmSe603fklefUSM9P8jy+YGdXa77maYnwQNDfYmRhSRv+3jJQdaIvK1NpfT1NP2H3dEjX2+x329pqZiRTnuFB7d+TqGP8bAjDOGGQDAAAAAABlxRfp1UV9EdaEwmEmBgAAAAAAAJAnzmQDAAAFdd0v/4mZsSfyAAAAAKWFQTYAADDhqtvtXmpH1tl90Jp22Ptqfv20mTm+Mbon1rRd/eY2jl5fbdeyw+6YU7/lgJk5cdtlZqbmuN0/Kk7fp/DmVWbGB6P1xHLKNJ/vGXXyFzdGbmPG39i93zp/IXobkjT9b2P0kFux1Mx0zYvRP5tqCQAAIABJREFU42yG/Z73tdgTRwbq7alD1e3R/fO65tjbaH3N7l02+5E9ZiY4etzMJDJ237s4/aPqth00M8futPvIVZ22n7u7bfXQBU8+quDW1aOHLyAzu8XMhFV2L0QfZ79PbrH3dZ3d0y7OxQj8DdG91CRJhzqia6mwfxaqD9if1z132q9N5XdfNjNuzQozE8ToEZd4ZpuZiSWwP7PDhui+iuEto3xeP/Oowpuyy8N0l/TcY2MqD0A8DLIBAAAAAICyEsopVPH1PyvGmlA49GQDAAAAAAAA8sSZbAAAILY7r//vdmhd4/gXAgAAABQZBtkAAEBBhXYrNZ2eb4dmvG73bavd22Vmziy1B/1aH3kvcv3Bjy0xt9G0y+4wVfsdu3fPoV9cY2aSvWZE0//O7k2WWrTQzGSe3mrX09Q0cmEYKrV9z7m7rel5kdvo/uB6cz/TdqfNTM+PrTMzDY+/ZWbq3njHzGRut9+rljf7zEycXkwnr22IXH/Zl3aa2+hbYffyO3mb3d+sYd8lZqZy51Ez07/E3k6YsV+bumP2Z4VP2NOzelsrhj7GDV3W+F6nuY3Esei+ZJLUu3y2mQkr7QlHfR+yf2aqT9q98apao3tSSpL2nTAjmX3R/SQrM/b71L94lpmpard/pvruXWtm6t45adfTavfYq151lZkJt75pZoK3o/8/FMeoR40PlHgq+zme8HZ/0XISeqfQF9/UzGKsCYXDIFuZc84N/22An2gAAAAAQJtz7txItvc+ejQfgImebAAAAAAAAECeOJOtzA3/a4RzrlXSsUkqBwBQxG68/4/MTO0E1AEAACbEAu/98ckuYrwwXRSTgUE2AAAQ24Hb7P5m09pCMxNW2L9gVj+62cz4ddeYmfqvvWhmtHB+5Oo5X3zd3ET/hqVmpufulWZm9j/b/cJOPLDMzHTH6NfUfYk9qaGy0+6RNP3hC9Tsz/fTSrZ3R27jzA32LKVL//2Imal29rEVLJtvZrT5DTPSNbfCzEzbFaMP1Sy7R2Hry6ci17fffoW5jUyN/drM2HrazMTpL6UYfb5cjH5rAw3215XKDrvvWPKM3YsqfG3ocex8oPqvnv/8yNy8ytxGYutBM1NxwM6k777e3leM1y/55BYzc/xnNpiZ5nftRpBdGy+NXN/0fHTPNklK9sTorxfjZ7PnE/ZzqjlQZWbivMZxfh5cMmlmOh+03/Np347eVzjaZ9vLj8pdvyJbx0C3tPUxcz8Axo7pogAAAAAAAECeOJMNAAAAAACUlVBFOl2UaxGWNQbZAACYAt5/2x/aoQZ7OgsAAACA0V3UIJtzrk1SKOkB773dnAQAAJSMoMruIjHn88+bmWO/stHMzP7PE3ZB9fVmpHtWtZmxE1Jm954YqWinF9h9taa/Ht2XTJI0d6YZ6Wux/wpeczIwMzP/wu5Xl1q00Mycumf5iGX+awl1DFrevPlo5Dbm/KDD3M/BBy4zM7N/eMbMnFpuH1tNdktA9TfZ74P74atmpnr9tWYmeP3t6P1cbfegquy0+yVmGuw+Vf7W1Wama6bdr67yjH2MVn3LfiOSTU1mpueGK+19vRa9Ps5nZP8D68xMzcMvm5lkn/1edc+2v8rVmAmp5Y0uM9M7x95S/Z7ovm2+3f4Zt/q6SVK9u87MtD5n9/LvvrLFzNS91GZm7C5yklaP/IwcbnD/vwvpNXr1pRtH/rHMb5E6F9RJkgb6vLTV3A2APFzsmWwNkprFxcUAAAAAAACAcy52kO1VSbdKWi8pxqW6AAAAAAAAJlboi7QnWxHWhMK52EG2P5H0fkm/45z7N++9ff1pAAAw7tZ97KHI9XUTVAcAAAAwVV3UIJv3/tvOuT+U9FuStjnnflPSN7z3neNSHQAAKIhjq+w+SxU99nbiDNbN/HO7b1vHR+3+UT2bZpiZuf+6w8wc/a92j7j6I9Fddaoes/tC1Zy0eyi5l7ebGX/NEjNTEaO1W/Wjds1n/n/27jtMrvI8G/j9zMz2rtWuelkkkEAggQCJXkyzgwtgYxvb2Ni4kAQn8efYzucvMY4TYztxjXuNjVviAqbZVFNsQBQJAwJJCKHeV9Jqe5mZ5/tjZrVV535nd7Vare7fde210plnznlnTpt955z7fRdfD1V3vsSXtad64EQHCvf0vK/tddH5R4n7n6HLmbKWJ5akW/mGPHHfbFrjC3iG16Sv8W09dRHPL7Muvu3U3xi9HU9+jOddtU/ie3DDXJ5iOHEFX1bBS5tpTf3r5tAannQIdC2sozUlT75Ka9ouPa3P//2BO9B1cc+0wm38Tx7P539edVzKt4l0Hr/Speolvq13Xr6E1hS/vIfWlG7nNWjviHw4PW82nUX57SQYD0D7BSfSmviLPJOtaP0mWoOZPCMuUVVBa5Jxnufn5/Csua7S6AGKind0Dphm6Z7pnZ0DHxcZbWa2GMDfAVgCYDaAbQDuAXCTuwccbMa2XAc+eCsyt4z+FMC1AH4E4LtmthpAPTKDIhyMu/tlQ22oiIiIiIiIiEgIB5DG2Ls10w93Aw6/K5HJ+/8CMh1s5wH4vwBOMrML3P2IfotyvV30f9CzTTgAQ+YLppPI8wzalkREREREREREjmY3uXvvC7TuN7MZAN4DYAoyHW9HLH7d6kDW62ewaYP9iIiIiIiIiIjIEcLMzjWz281sl5m1mdlKM/ukmfFsgYPo18HWLQ9AEkDzkBs7RuR6JduFh6QVIiIiclCvq/s/vOgcnhsjQ5eYMhnJ7TsOdzNEDir97EuInXLC4W6GyEF53GAp3dwko0eji/YwswQyV4p9GsB0AD9x9+vIcz6GzC2dBmAngFcAnAjgswDeYmYXuvv+IbYnBiAOYHK2XdcA+H/u3jiU+Y0luQ588MihaoiIiIgMXdUfVkc+Xr53H53Hjn/gAwQ0v/0MWhNv539EVa7kwel5s8toTevpPPC8bEsXrWmbGP2RqASZjrYoLZP5DQKFZy+kNe01fJCKloA+1dj1fH0W744e8AEAWs/jAzGUrKofMM3SjqJ1PfnFbXMGGRyhd/1pLH0E6KrgMfittXm0pmQbD//uqOLzSUw7jdZYQJ+C50eHmQNA5Xq+rtLPkkEqAkLwS3bx5aRK+Hrw2dH7CwDktfA3J33eKbQm/xXeAZ6cM43WFD27oc//LZ3uMy25e+B23l9IR2fTDL5t1Ty5l9akXog+7gNhA0e0X8y343QieuASACjc3UZrPB7dueBtfB5Fj79Ma6yWD5zTNoe/pvx7nqY1IRLH8kE+0lv4HXIlAe/PAJ5C7JEVAICYRw9OIeOTmb0FwL8D4Cf0nue8CcB/IJO7/04Av3L3lJktBfAggFMA/ADA1UNs1hsB3Jb9twP4fwA+P8R5jSm5XskmIiIiIiIiIiJHhs8BmAvgFwBqAVwcVWxmeQC+mv3vJ939l92PufuTZnYdgF8jczXbYndfYWYFAKpIO1Lu3j307yPIjC5aA+BSAJ8BcLKZvcPdUzm9ujFGnWwiIiIiIiIiMq7odtEDPg9gubv/xcx+HFB/KYDZANoBfGuQx29F5vbRSQDeAWAFgHMB3E/muzE7X7j7PgDdl4r+3sxeQObKuD8ACGnjmDXkTjYzmwLgHwBcAOBYZO7TPdXdXx2k1o70YVhFREQOhfk3fWXAtNbOrj7T+Q2RIiIiY1vr1GIUb2s93M0QOeq4+w9zfMobsr/vdvemQeaXNrO7AFwP4KzstAcwvEEv78r+PhVHWyebmRkyPaF/j8wIEEDmzfT+8zOzOIDfADjXzM5191XDa67kysz67xRjrytfREQiJTdu5kVnnRz5cDqfd9V1lfPFJNbz78yap/B8qfaqSlpT8/huWrNnSQ2tqfjpE7SmeE70++MTeXtrnx7wOXQg46fh4u3ttOaYNTyXZ+sl0RloAFDYwHPk8pp4RlfylQHfsQKe7jPd6qLzj+K7eG5g63Seq1V57xpak1wwm9bEOwYb/Kyv3plzB13WuvW0Zs8HeX5e9fcej3y84boz6TyqVrXQms5Knglof/4LrUldsJjWlK/m2YxdVUW0BqmAO4uWPUdLBmzp7n1y2Gwpz1RMP/k8rZnwLC2BL+LZbolpU/mM8nj+W7qLb+t5jTzbsrOKDzbYOrU48vGAtY3U/oCc9eNn05KQvLWQjL1Yc0DOWQeviU3lOYY+MTqrNL5lkNzArbED20o61Qps7/PoerOe5Eh352GocjToPoA/E1HzQvY3PzH3c5CLsC7I/ibhomPfUK5k+zqAv0amsyYFYBUyI0wMkA3GK0Xm3tzXZ2tFRERERERERKRfZ+dgRrkDdHb2986Imu5vmaaaWczdeW89DuS9PW1mv0fmNtMWAGcC+EcAf8ERfhUbkGMnm5mdBeBvkLlq7V4Af+Pu680s6g29G8BFAPhwZDLi+u+MZlYDYNdhao6IiIiIiIiMDXW9gujHHWWyDVn3vQ0hnWwJZAYviKrtLQ7gZwDeDOADAAoAvALgCwC+5O5DGEJ3bMn1Srb3ZX+vBvAWd+fXnAObsr8DrmcWEREZP+b+x8C8tf40ApGIiIjIUW2sdXYmken8isr/6P0RNqRfCADg7u0Avpj9GZdy/Wx/LjJXsX01sIMN6LnrW51sIiIi/UxYPfBicPO+0/e9l2ctMQX7+VX8Ux/jmTG7F/K8poL9PLet5vfraM3G982lNVVrRmaUdy/Kj3y8c2IJnceek/h7g4BhoEp28HVV8jjPxIqfz3O+8pr5+5d3X1QkS8auGwcuy79zB3bd0DO99hvRmWI8+Q0oreR3y1g8IBNwYvT6BoCS3/MMr6bXLaI1ibkTaQ3LWwOApndEHweqV/B8s2QFz8zKb+DHgZDRzPL28osRPI+vq7Zavl/FH+PZeKmLTqU1Bev65VltiCExe9aB/3pLwHtz6qApOn3Etg2Sm9VP8jkeS9R5yWm0JnE/33/zA/LC0vsb+bJaowc1SJzJ95eQ9RRv48et+OqNfFkB7bFGvh13TQq5iy/g2BWQdQhy6kwO9pq2GZIzM/mlya6W/plsIoPZAmAeMqOHHkx38Gujuzcf+iYdOXLtZOvuKOOfOnp0Zn9HrSARERERERERkRGh20WHrLuTrTaipvsbpG2HvjlHFj6kVF/dX63m8rzjsr81XrOIiIiIiIiIyNjVPaz9koiaU7K/N0XUHJVyvZJtKzI9micBWBb4nKXZ3+rhFBGRceOS2NW86PP8dj0REREROar1GV10lEcSHcyjAK4D8FozK3P3pt4PmlkCwOuy/71vlNs25uXayfYggPkArgDwfVZsZnUAPoRMdMOjObdORETkCFayhdeU3rZ8wDRLpvtMr7/+dDqfqjXtkY+3TuIZVNvOCchb49FHqLkv4EvNJM/USQRcA984i2c6lc89htbsWlod+XjZli46Dw+4zr/i1ZDkMS5eWUlrpvzqZVqz88rjaE1FQO7TQe9x6DW967Lo7Tjv3qfpYtz4LTap3TzvytJzaE26I3qfAoCy1XtpTWsdX1d+7im0pmJ1dCZW/al8OcW7+X7XPoHntlVvn87nM4nnGDZPy6M1ec08Aa71jXwbLbrtSVqT6p/n547U5p4DuadGJgMyNn0arWl++xm0pvR/+DUPLW/h8yn5DZ9P+vzFtMZj0ftn/KGB57v+Oq9YSmuKHuTzSS9dSGuw7AVa0vp6vm2VvMyPA8kqvj+MiCcGSXXyVM905/l744m7wcfgrZljsU39/A7A15AJE/wbZEb+7O1dAKoAdAD4n9Ft2tiX6+2it2R/v9bMrosqNLOpAH6KzKgUAPCLHJclIiIiIiIiIjKe1bl7WffP4W6Mu+8D8O/Z/95sZlebWQwAzOwcAN/OPvZld996ONo4luXUyebuTyPTcWYAfmhmXzOz3l+BVpnZOWb2UQAvADgTmavY7nP3P49Uo0VERERERERE5JD4IjJXqcUA/ArAVjN7AcCfABQC+C2ATx2+5o1dud4uCmRu/5wN4FwAN2Z/uq/j7j3+ePc1kBsAvHtozRMRERl9F73mc7Qm10vBRURERGT0pGFIY+zdmjkW29Sfu6fN7B0AHgBwA4ATkOlcewyZ6LBb3J3fz38UyrmTzd3bzexiAJ8F8HcAokJeHgBwrbvvHmL7RERExqT0eTxDyXlcGDouGzgf/8Nv+0wv3sVzgPK3R+c1Nc2sofOo+/FmWrP56hm0ZuO7Z9GakLy1ab/ZSGt2Xs6XteOSybQmTaKhmmbw7Kja5W20xv70LK0JyVCyIp6b1bqIr6vq7z1Oa1iWGgBM+ePAsL4XU95neuP8qsh5tF57Jl1OxU+foDXx43nOXOHtPJ/LzzmZ1uw4qZjWTPwOz7uyJSfSmnRh9DZY9d/8vbElJ9Gakqd30hqk07SkYGcLrSlcsYvWNJ4/l9aUreKZWOlFJ9CalmP63qXlt9/WJ++t7Hne3vS2Hbymlufnla+KPqYDAF8LQF4LP39YQH5ZXn0zremqjs4d67o0IDvvd3zfTMzmx/3kk8/TmpAsxFgn70NIrePnquQFi2hNwcLj+bKeX0VrRKK4+3XIDGoQUusAfpj9kUBDuZIN7t4F4ONm9mUA7wBwAYCZAIoA1ANYDuA37q7BDkREREREREREZNwbUidbN3ffAeDL2R8REREREREREQm33swOXDY5FgY/kKEbViebiIjIkWbxDV+hNdE3tYmIiIjIWOduSPvYyz/zMdgmGTnqZBMREelnzwKed9VVyucz9Qs872rDzWcNmOb3AdvO7jlFF/IYILRMqo18vGptB51H0+KpfEEBEbezfraJ1uy6dCat6aqLfk0AkCrg7bEkr2Gfd2sf2k7nsfM1U2hNRQHPJCr93XJas/+KU2lNiKhg3W7NU/nHxbx71wyc6GmkVvaaPj86a676CZ4F1vzGJbSm+IGVtKb9TUtpTSqf/xE08dt8H294D8+aC1H9zMDcu952fWjgsaS/iT98mtY0X76Y1oRk2u25gmfjlW3mB9LiW/mytn2Yv/aSHTzBrOTXffPzzFMouq1n+T6BfwXTchnPN/OAkXNK1zXRmn3v49tWzWM8Gtu38hy5VDPPZEucEp17F3v0JT6PmdNpDdp4/mXH6/mxonAXn0/h/nZaY9P5udMfeIbWNF3Fj0vle6dFPt5yysDH/e470HF55v3o7GgG7r2TLkdGXZ1y7MePPp+azGwhAJ7yGsay8y8EUACg0N1vHqF5i4iIiIiIiIiIRDKzNDLjxZzg7i8HPuc1yESjrXD394Uuq/9Xk1cC+FTok4dAnWwiIiIiIiIicki525i8NXMstukokesb3w5gIYDqXJ402PX/uSzYc6gPuMFERERk6E6+keetBdylIyIiIiIiR7fu/rKJQ3lSt4cDnmMA3g9gKoAUgDsAbATQmX2sCsASAIuQ6Vj7TwC/zKVRIiIih0pbDa+Z9EwXrWmankdrNv8LzwkqHiTqy7zv9Mnf5VkuMZJjs/OiyXQeIe9NfiOvaVnI82nS/O1DZyUvKtnGc5ZCllX2y2WRj6+/ia/L6Q+20prEHl7ji+bRmooneO5dcus2WtMakAEUC8i0ixUMkmPYbn2mszZ3zuXbKIx/t+udfP8NyVsL+Xq46ZronDkAKN7J30DPC3hdhdEJetXf5flwId94xzr5PtV5Oc+7Kt3OX3frJJ73lzifZ8TVfp2/dpyxiNcQnYuOoTXJYv5VTtXTPGiz+Xh+4UR+I1+jyTWv0JqR0lFTHPl4QVERnYfv209rrJCHcRbc9RRfFq0AGt7Bc+8q79xCa0Iy4uKdAetzy9bIx+3Ewc+/1uV9fotINDPLA/CR7H8D0pF79DmzufsjAB4hC/sqMh1sKwG80d03HKTuEgC/APAxAK+6+/dyaZiMDDPrn5qqa1NFRERERERkvZkd6Hlz97LD2ZiRlh6jo4uOxTaNN2Z2I4DBvqX5nJlF9ebHkblw7EwAE5Dpj1+Ry7JzGl3UzM4G8HcAGgBc6O4HHebI3e83swsBLAfwVTO772AdciIiIiIiIiIiIiOgAMB16HvRqgG4Iod5GIA2AJ/MZcG5RtN8AJlGfi2qg62bu68E8F1kRhh9f47LkhHg7mW9fwDUHe42iYiIiIiIyGFX1+9vRTk81ptZU/fP4W7MOHFv9reh7918lsPP3QDOcfdVuSw4pyvZkLlkDgACgg8OuAfAjQAuB/DPOS5PREQEAHDSR/mgBvFRaIeIyFgUO+UEpJ996XA3Q+Sg0m1tiAXksomMFI0uevRy95XZOyuBTIfZH5G5YOw6AFEhsWkAOwBscfe2oSw710627lRlnkjZoz77e2aOyxIREclJ6xReU72Sh3rn3fs0rfEP8CB8DzjLtg6S9e7Wd/ru955G51PQEP26Jv2BB+Wn6/fSmoareHh44Q7+mSTWyYOrC7c305p0cXQYPAA0zY4O4waAlqujA+xjHXQWQbyIj8JgHTy4P2RQg/q/5ttoUT3fH4r2pmhNuqN9kKneZ/qON8+OnMeEVZ10OZYKCO1ePJ+WVCzfwefTwgepSO7kWch7PsjXQ+1v+JfkqXnRH6Vj7WnETjkhsmb36ZW8Lb94ntZs/cBCWjPlT/xijOJHNtAaP24WreFbMWBPr+TLIo/HH1pO51FB1gEAdE0upzXFW1pozd6T+HxC+Dkn05q8DbtpTXxb9DpPIdPRFqX9jXyAgM5y/pVa1e8GOyb1a08zP8eU/eIJWtN8JR9AJr8xYASZkA2ZKH5h4MAIlvYD0xMpflyTw6LO3flOJjnJjjkAALCegZOedPeXD+Vyc71dtPtodUoOz+k+Cw8y7JSIiIiIiIiIiMgh82j255D3NOfaydY9BvTlOTyn+xK96PGGRURERERERERERpC7X+DuF7r7lkO9rFxvF70bwOkALjez97n7j6KKzexKANcgc/X1A0NrooiIjHdL3/1lXlSj/AoREZEjVctbzkDJb5Yd7mbIUSTthvQYzD8bi22SkZNrJ9u3AHwUQCmAb5nZXACfc/c+N+CbWT6AvwXw6ewkB/Dt4TVVRESOZk0n8pyq8hd43lXrJH4Rd+MneIZS2SYentK1ny9rwqqBr+vVFDD1zz3T983jr6urJHpZXRfPoPPIb5pOaywgM6bh+FJak+YvCdvPnkBr8hv4fEq38UZ3lkV/4I3zeB+kC3hOUMOxPPS7aA/PQGs+N2Ab3cIzgJIFfBst2sDfZN5iIE6i+grX8jia5GSeKbb9bD5AXuU6vh5KH1tHa3AWz7Iq28rXQ8NreY5cisQPTlxWH10AoHbZPlrTfvbxtGbyV/gYaO1v4NlaBc/w3Lau6oDEmUt5bmXefc/QmvR5/RJx/nQH0uf2TEvs5+GMIYNPtLwtOgMSAJKF/HWXbeI5hrFFPCMu/ee/0JodN/BjzsTvkO1i/hloeUv0a89v4keT8p/xnLSuCxbTmtjDK2hNiKLbnuRFFnADmfNzVbyiIvLxQfM6PX1getJHKGBUZBwws+kAagDQDw7u/mjofHPqZHP3ejO7EcBPAOQB+ASAD5nZcgCrAbQBOBbAUgCTkRnFwQF81d1fyGVZIiIiIiIiIiIiI8HMpgD4ZwBXApgU+DRHDn1nuV7JBnf/qZmVA/hK9vmVAC7K/vTW/ZXwLQA+lutyRERERERERESGwgF4wKDUo20MNumoYGYXAvgdMndmAj19ViMq5042AHD3b5rZEwD+DcBrMXjj1gH4tLv/fBjtExGRcWDuf0ZnrlWPUjtERERERMaY9WZ2oO/N3XnugeQke6HYr9D31tAXAWwEUI8R7PscUicbALj7CmQGQJgI4HwA0wEUI9PAp92d39wvIiICoKuYf5F07PVP05q91/PMmM5y3p5CHm2EitWNtKZ1Es+PapkyyKnY+k5vn8jbM+dn0XlWLcdW0XnsOYF/LKh+kedLtU3k2WRVP+KZOv5+vj5bAy70t5DAMKKgkX/2si6epxOSadc0I2Q98JC4vPoWvrBtu2jJ7qt4RlfyNQM3Uv/2Hdj11z3rsPbr0XlNIZlP8Q6+HhIk+w0AYp18PruumEdrSnby/aHgrqdoTfqNPL+s8tX90QXtPJ/L12+mNZhyEi2Jnxjw3jy7lbdnId+24o+vpjWp5mZak5g2ldZg7fa+/3dHfq9pncfxeSTySXgegLJ1fN+0F1+hNZ1nL6A1Lcfwv9WLnqMlPG8NAM5YFPlw4T6erZpXz3fgrgtPpTXxtoBMykt4ll/ifp7llwpoT14jz0KL7dhLazqOmxL5eGflwPOH334H2t60FADQ1dEM3H0nXY7IOPRxZL7XdwD3APiYu/MQzSEYcidbN3evB/DbEWiLiIiIiIiIiMiwpQGkD80dgcMyyPdtde7OR/+R4XgDMh1sTwG4yv3QjQISMMxJDzP7UfbnmEPVIBERERERERERkREyJ/v7R4eygw3I/Uq2twIoAvD1Q9AWERE5Ap3+vui8NQAAvyNIRERERETkUNgLYBqAQx5rlmsn28sAFgFYAODZkW+OiIiMR3WfiM7f2vwvPIup8OozaE1bLW9LPCCvKb+FB2eln+UxDrWlp9CaTZcWDZjmMaCxruf2hsnLeLYMmqIzfgq3F9JZTN/Ew8uajuWhdh2V/NaM2GKeJTThBzwDyN53Jq1JFvH25JPMtYL9fB3sOWnguuyvbHNApl0N/3jWOonnPtlEXtO5ZAKtyQvYH2r/vGfAtBeTjqn399z90pzNBDqYkMynkO2mdUYprWmZyt/jgkb+upum8/nELjud1hTf/wKt6SD5W4kH1tB5hEgV8P0lWcm39bxdPF+qcV4FrWlfyvMkq7/Pt53k1m20JjGp/0nEgXTPdpC/mb8mnz+H1qSf4esbS3g2XmcF3/6Kf7uM1iQvDsgme4Bnk+07vjjy8aI9/BxjSX6uij+0nNYEvaaAvDWL84zRRBPPQ+wqL6A1nTNn0Jqy5dFZh8lFg+cGxpKZc5wlj67CeRDPAAAgAElEQVRxLd0N7mPvdtGx2KajwCpkOtmmAeBBz8OQ0+2iAH6IzEiiHzcz/slNRERERERERETk8LkFmb6saw71gnLtZPsegAcBnAjgPjOrG/kmiYiIiIiIiIiIjIhfAVgO4C1mdu2hXFCut4tWAfgQgJsAXAvgFTN7EpkRGuox6EAZPdz95qE0UkREDo+gvDUREREREZExyt27zOwqAPcC+LGZnQHgmwDWuDu/lz0HuXaybe/1b0fmcrul2Z8Q6mQTERlnJt75Mq1peFt0ntqkFTynavMl/OLrmqcDskYCYjAs4FS7/aM8R656NX9dpZsHWX667/R9x/LTdaJlSuTjbbV5dB4dlQHv8U95Xmz7O0+mNdbF3+R9AXlrxmOz0D6Br/Qp338u8vF0ayudR+epfJvIb+iiNdUr+XZsaV7TVca3m5q7XqE1Xs0zsRoXVA983svWZ3p+Y/T+kL5gMV2OtfF9qmgHD15MFkZnRwFAYT1fV4l2nteUdy+Pfmm5gn+ULntqU+TjAcmN2P9uvk9VrOXbOgIOtcndA3P6+ivZPHh+VG+F9bn+uTK4xMzptGb/kr41fmsM+8895sD/Kx7h+0vnrIH7Qn9db1xCawrveIrWlD7H88sCDpHIf+xFWhMbkFc3UM1D0bl3LSdOovNINPN8s9Q5/BwT7+DnmNar+H5XfOuTfFmvbqE1BQHZbvHd9bTGy8oiHy9+bGA+q6XSKH5sLQAgkQ4Iph1H3A3pMZh/pky20WdmXwJQBmADgPkAbsj+uBn9NOnuzoMVs3I9aw22NYRuIUdXyuIYYWZN/ScdloaIiIiIiIjIWLLezA78ne7u0b14Ikeuj6CnT6r7t2V/2LfMOfVl5drJ9q851ouIiIiIiIiIyODU2Tk6RuWCo5w62dxdnWxHmP47qJnVANh1mJojImPIvM98hdaUj0I7REREROSwqHP33Ye7EYeKe+ZnrBmLbToKTALQBaATQJe780yIIRqZkAMRERmXmmbyL3yKTz+G1uw6PXo+VS/yrJKSTbwtDcfSEsy8Z2BeSX+tU3nOzfT79tKa7RdMoDVdpQOnuQHtvWJ9Jj3DM2qaZuVHPl65hucstdaW0JpYKa8p2cnTobqqeSZW8zS+zss38k+qec20hGautb45OlcQACrW8/SjXacV0ZrKV/j7F0vx96Zs7X5ag4CcIC/kHxf31w1yp0Ws7/S85uhttHol30bjuxtpjZfw/betepAdr5/K5/iyEqV8WVbE13nZs9FZVgCw4411kY+X7JxJ51G6mR9LYAFf9Af8hZg+dxGfT4wvq3lG9HYDAFX5vKZzdg2tKbtjRZ//Wyrdd9oUnilWsJ7narWcHZBFRysAnDiX1yxfSUtCjuso5xfWpKqij+vFf+YZrlbBlxPr5H8bJ2fxdRWUt0Yy0AAgtXcfrem67HRaU7iMv66WC+ZHPm6pgfum/z6G1rMyH5A6O5qB++hiZPSN687OsWA031+ecCwiIiIiIiIiIiKRhnUlm5lVA3gTgLMBTAHQCmALgAcB3OfuHcNuoYiIiIiIiIhIDtxtTI7kORbbdDQys2IAc5G5+Gylu4cM1E0NqZPNzAzAPwP4OIDBrgv+MIBdZvaP7v7zYbRPRERERERERERkWLJ9WVcC+ASA03o9dDyAlwepXQjgBXfnmSBZOd8uamZxAL8D8GlkOtjsID+TANxiZp/LdRkiIjI8Z17zJfrjAWeA0i08dyf/nqdpzfSHUpGPt9Xyb/RCcqoKeCwKsOw5WtI2kedUtU3jOS3lG3mbJ6yKfm8AYMsFPG+Iib+wjtZUv8QvQN/2Vh581zKJf4fXMrWA1uQ30RJ0lPNtJxUQbpS68NTIx9uq+Q5TVM/zdCrX8fWdv59vN2m+iSJZwV94cvsOWuN5fGET1vA2T/zO45GP523hO/DeM6fQmnRRHq2Z8kcezdIyt4rW+DMv0Jqus06gNY2nBmR0NUR/vi+6LSBf6qHltAaP/4XXBBxHU4V8u+kq5ceKipd5Vl/yzBNpTezRZ3lNXXSunRfzfD0k+b5Qurmdz+cMnmkX28n3mcT0abSm8Tye7ZaawHPbkmXkXDWtls7Dy3heZ8hxa89C3l477SRaE5I/GPIeF+ziebANl/NjRenj0efywj8E7OMiRykzmwjgcQC/RqaDrbvvarDaOIDNAFYAOCuX5QzlSrabAbyh1/8fBnAHgDXIZHSeBOA8AK9BpsEfN7M17v7jISxLREQOodHqaOu8fElkR1v9iQna0Va0h3e07a9LjExH28KzaEdb2ab0iHS0ecwGdLRZum/n287T47SjrXItX0+soy21dB7taNtzfAHtaIt38I62/BYftY4289HpaCto4B1tXaWJEelo66xIjEhHm4H/wWozaobW0ZYeOC2yo232LN7RNquIdrRVrG2mHW3xrhTtaGuZW0U72gpWB3S0XXTq0dnRdulpI9LRVtCeoh1t6YI47WiLPbKCd7TNm9u3o22N9fm/g3e0WVPL6HW0bakftY62ki2tw+5oy2/pGMWOtmNoR9vEFU28o231+hHpaEuDd7S1V1fQjraq+9dGdrSlMLCjzVLpA9NiHrDdjSO6XVS6Za9K+y2ApdlJrwC4B8CNg9W7e8rM/gTgbQAuB/Dn0GXldCWbmc0G8BFkzjFbAVzk7q9x96+6+x/c/TZ3/4y7XwzgagC7kfn89lUz43+JiIiIiIiIiIiIjJy3AjgXmb6szwI43t3/jjznoexvfrl0L7neLvp+ZK5+a0emg+2hgxW6+28BXJP9bxmA9+S4LBERERERERERkeF4Z/b3ve7+L+7ObysAtmV/80vNe8n1dtGLken5+567v8yK3f2PZvYzAO8CcAaAb+S4PBER6efUD36F1gw/wUtERERk5CSripHYxzP2REQOgZOQ6cv6UQ7P2Z79fUg72eqyv3+fw3PuR6aTjYdRiIjIiGifwC9UtoAxcppm8cyI0stOpzWbXxOdy1O1irelZQo/ZTUey7+UmryEBx3ntfD8lR1n8nD1mTdFB70fjHkKRb/ryVYqncLzVqt/uzK64JgZdB4hIeSJgDiX2jvW0prkLh487+88k9ZUrmqkNQ0nlNOa/F3R4W9FVfy9KVhXT2vyJpTSGtuwjdY0XHU8rWmcGfAx75SALF++O6Bs8+D7Xjre6xhi0celPefxz7BdxfyYFN/AQ9FDtr/CUn6sCHhrkGjq5DXNfNAM64o+vu1/B99fyn7xBK0Jsfd6vt3U3vUKrUnu3EVrGt/FX1fFL5+iNfFpfPtqnTuhz/99rfWZVvhHPtCF1U7kbXnseVqz+wNLac3EgAEocCYfQCGviWfINc/gOWllv49+XanFxyFZFT2fvE38ONr5Ov65Y8KqNlrTNIdnzJU+00xr0BxQs3U7r5m/hNdY9DGw47UDs0X9D7cdmN7Z0QzcfztfzjiRdkN6DOafjcU2HQW6A135SGA9uoNtJ0RW9ZPr7aKV2d87c3hO959Ox+W4rDHNMi4zsx+Z2TIzazSzfWb2JzO7hs9BREREREREREQOse5vZXPpMJuf/d2Qy4Jy7WTrHr6Gf0XTo3tIHv413hHCzGYAeACZ0SjeC6AWmdEpCgGcA+AXZnaLmQ34CtnMbjUzj/gJ+CpERERERERERMaB9WbW1P1zuBszTm3I/l6Yw3Nem/39ai4LyvV20bUAagC8BsAfA5/TfT35xhyXNZbtB3A6gIcB3OjuLwJAtlPtbwB8CcC1AJ4E8M1+zz0m+/tRDH6XAb+2WUTGrfk38bw1fnODiIiIyNji8RgsFZBVITJC3DM/Y81YbNNR4PcATgPwfjP7prtHXgRmZucBeDMyfTYP5rKgXDvZ7gNwNoC/N7Ofu3tkio6ZHQ/gb4fSsLHM3RvN7LUAnuw9KoW7JwH8l5nNQ6az7SYz+5Z7ZjcyM0Omk22vu59/ONouIke+jkpeM/VR/iXYzqVltKZlGl9W8zR+KilfF509MeEHPLusKSBvaNIyfoF2Ux3vpvToCDkAQDrgDGpL+Zdl288cmNHl37gDO27syTyasIbnNW34SHR+VCIga9oDrm+f+h98Xe275gxak86bG9AgXpIsL6A1Rbt53tC+U6ojHy//Gc+y8oU8Jy1VzLP8us48ltbEO/ib01bLM18mrOI5hnlNvCZVOPjGE0v2tHPHP0RvF8W7+WvKb+Y162/g79+sL7bQGmvpoDUhQ5N5LGDHCsjW6rz0tMjHq1YEZFldsJjWhGTIlewM2KcumsPns206r9nK2+MpviZaTuHLinUN3L6s1zbcefYCOo/EA8/wmqlTaE3Fq/x1x4p5Tlo64Dha9MIWXlNUSGuSi/i+5/Ho/aHxNP7Bo3QDv/EntpfXVOzl54+QfTwdsF/FHl5Ba8p+uYzW+ILoBKb8uwfmE5qneqY7P67JYVHn7jwsVIbjBwA+hswtoP9lZjdm+28GMLPXoWeAhDSAH+ayoFxvF/0BMrd9FgO41cwOeiQ1s4UAfg2gAJmPyT/IcVljmrs/HjHs66+yv2sA9D6jVwMoQ+bWUhEREREREREROYTcfQuATwEwAB8AsMzMPtir5DIz+2czuxPAXQAmIdOP9V/uvj6XZeV0JZu7bzezz2cbdxyAl8zsx8hkk63NNngBgHMBXA8gnm3YD9x9dS7LOsLt6fXvWgCbs//uvlVUnWwiIiIiIiIih4i7wcfgSJ5jsU1HA3f/kplNBPAJAKcA+DZ67pv4aq/S7hV0d7Y2J7neLgoAn0EmLO4KZDrR3pf96a+7YY8B+PshLOdI1vta8jW9/q1ONpGj2Kkf5Hlr4HeQiIiIiIiISI7c/f+a2Z8AfA7AwbJWmgB8AcAXIu5ePKicO9ncPW1mbwHwaWTuaT3YzeyOzL2rf+d+1N38fXn29xp37x0I0N3J9o9m9gkASQA7kOmI/CmAB7vz20Tk6DTj33je1bov8WyyjpoiWpPfyA83sST/pm0vj6jBvO/sjHx80yfOinwcACY/wceF2TePv+6CJH/dFbfw/K3mT/I2bzt3YN5af+UbBwmBdqBsa8/0hjk8xytGYttm/IJf6b7tqjpas//dfPubcPtLtMZqojPQAAAJHo736ttraE3db/fSGk+URz7e8B7+utur+f5SsZ5/Vmut4a+79lf8Pa4u5vtDejIfyT5Vkk9r8hoHftQzBwp39ey3paXReYgVf4iM+gUAdJ3Cc74qf7WS1jRexTOUinbzLMSu45bSmpJH1tAaO5a/rvo50evB86roPJIHyc7rLTWFr+/yV3nIY8Fdz9ManHUyLbEnX6A16XNPoTXF6xtoTWdt36xSAxDr7DkWJ1oDtolLorPzAMDbeKZdwZ52WpNuDQjbDMj78xPn0Zquap5nmrcrOgdt71kT6Txq71xLa5JzeW5bekPAmHtnLKIlFufH4/xXoj/jAEDn+QG5bY/w3Lbm46L386IX6SxEjnru/nsAvzezxQAuADATQBGAegDLAdzv7kMe5XUoV7LB3dMAPmVm3wXwNgAXAZiGTIdbd6fRL9ydfwIcZ8zsNGRGFgWA/+z38GRkRlndDaAQQB2AOdmfdwP4XzO71t35GXzwZYdsCLo2VURERERERNabWeS3j+7OR8oSOQK5+woAvHc7R6YLp0aOmZUA+DOAkwGsBnDSwUasyNYbMrfe/juA12cnf9ndPzrE5Yd2sh34Kqq4uBiZZgAtLS0oKeHfUomMZWN5O27r4P3nluRXuaTz+beqFnJh8wh1uYeMSDnYiG29pRO8MbGA1xTSlhBB6yEvYD2ELGyQtyad7EQs0etqkoAZsbN5LOAKPg9YDyEjflpykKvzBhSNzAaYzgvYdkJeO2tPSHNDagLempD5jNh7HLQahrauUulOxGM92zHbP4NeExmZMLtgWuIJPp/oPzuz8+ElsID2hKwrj5OakfpIH7LZhGzH6YCDdixkKOeAhYWM4Bp08Or74lOpTsTjvY7FIdtEyPsXtK4CikLemxBB71/I+SG6zXQbRuj+EtDe0dz+go61ATUBbXZyZZ0NMtJuCinEkXmew5HueyJqAdnYjqRONjOrAbCr+/9zfvRxJCrG3t8Fyf0tWPe+/+g9qVaji44fQ7qSTQYysziAnyPTwdYK4B1RHWwAkL019DkzeyOA2wG8AcDfmtnN7r4n6rkHmR89APY/8GzYsAE1NZlbbUpLS9HczIe7FhnLDtd2fEnsalqz9/389sIJPwi4XfTz/La1GX8MuCVtIv9wmSzmHwr3z+V/CMz7zq7IxzddNYnOY8RuF23iH5hL/2cZrdn6cb4+Y520ZNDbRZ+89ZNYetXNB/7fMon/QdFFzgCzfjIyt4sWBNxmfCTeLto2M/p20ZD9ZazdLmqjeLtorGPgR54/Pv1ZvOb0/3fg/03HjM7toonHR/F20VL+UTrodtGA/WHHxdHHyfJN/BbEoNtF+eoOul3Unwy4XfTMEbpd9KyFtCaxt4XW9L9d9NFHbsJ55/9rzzxCbhct529gPOB20ZCa9HK+rYeILxid20V3j+Ltonj8L7xmacDtok/z9zg+ZTKt6ZzDP+eE3C7a9qboW9SLbntywLSH/DZcaFdm2uEdeBR39n64Tp07IiNLnWwjIHtF2hcBvCk76d3u/mzo893dzewzyHSyFSAz0sUDI95QETmsQjrQXvnaGbSmoJ7/Ib/rZH5476zknSXH/SC6cwwAEm28k2P7pdEfLtureVt2nco7DGpX8AybVCHvwIifNJ/WTHqK96DtXsT/2Br0ihDvOz3G/9ZCmiwquW07n0eCd7KVbuWve9t7eVDftNs205otr+d/uNT9up7WNB7PO5LKX94f+Xg6zr/IL93GO3D3zw74A7yT7w/p42bQmo4JhbSmaGP06waAvBYerds2q3LANDegs7Inurd8bfQf4PtefwJdTlF9wM5wBt/+QjrSQ/KaksX8eNLwV8fTmqoVfDtmnWip/ICrhNIBWZxdfD71i3jeZEUZzyaLt/P12XkJ7xBFwBVSsU6+P+Tv6dd56N5nmjXzL3vir/AbS5J7Ar5LX8y340QtP/8md/H+k9a6ClpTuJO/dmzeFvlw+aboLzMAAGV82wq5aj1v/rG0Jv3cy7xmyYm85i98PvGp/DzU9Hb+GbDiLtLpt+C4gdNeiiF+QmZ6PNmSud9KZJwys2sAfBlACsBH3f1/s9N/NIzZurtfH1qsTrZhynaw/RuAf8hO+qi7/3YIs+p9dOZnFxEREREREREZlGPk7qQfSWOxTePI1wFUIXOP+zcA/G92+nUY3lsf3Mk2Quk1R7VPA+i+F+Jj7v7lIc6n99e3zwyrRSIiIiIiIiIiR5cN6AmR3NLvMRviT050JdswmNm/APhU9r8fc/cvDnE+BuAT2f+uAbB1BJonIiNowSe+Evn41FFqh4iIiIiIiAzqTQA+DGA3Mpn53S4crQaok20Isp1iN2V/HMDfuvu3yXMWAngvgO8BWOPu6ez0qcjkuV0BoAvAu1xDvoqMKayDDQA238RD8Dsm8LymkCycvIBxHco3hSyL12x6Uy2t6QjIU5v6p+jcnQkv8TD45uk8y6p1ckBNwCACyUU8OyUkJ61oD39vOioGWefWd3rIaLGTnowO5G58Fx8wY+qfGvmCAkZaq1nBazZewzPFkgEDgq2/mgdpFwVEOrdMrop8fMJqnkVXv5BvfxOf5/MpXLuT1ngFT5ZonpZHa5LF0a8bAFIBYfmVzw3MmDJ3FG7t2ab6h8r3F5K3FusMOLYF1DS8h+8PlT95gtYU0AqgKCBbC438wJ5/d3QgfPq8U+g88lZuoDUt5w6S6dRPyY6QdcUPXO01/B3sKubbX34TX1a8gQ/W0Dyv77HfVxpaZvdst6WrAkazqeS5Yx1n8QE8StbuozXpaTyTLTaDB+4Xb+Q5co3H8dy2oqLobadwA39N7XV8EJBUEd8m8nbzfSrdxnPmUsUBfy4HzAdP8QE8ikpOpTUdZ0ZnxibuH+SGKE8j9WImmSjlPGNzPHE3eMiQv6NsLLZpvHD3rQD+aZDpj4xWG9TJNjT/jEwHGwA0AHibmb3tILX3uPvnAbwDmdy2fwDQamZrkcleOwaZSxB3IdNZp1tFRURERERERESOMOpkG5qLev27CsD5EbUbsr8/B2ATgNcDmA1gLoBGAH8E8ASAL7l7w0g3VERERERERETkaGVmeQDM3QMuSe7zvDiAdC53G+bUyWZm1QCOA7AsdCFmlgBwKoCV7t6Sy/LGKne/YAjP2Q/gW9kfERlDznrbl6ILZmuMGBERERGRI4qGF5UeVwH4vpn9yt3fH/IEM7sVwCXI5Lz9MXRBuV7Jdg2ArwFYDmBJ4HNeAjAHwNsB/DrH5YmIHHYlO/mZsGEuz1aY8xueg5G3bgetWf/+OlrTPI13DDbN4m0uCRiGZeqfeRZOkuSndJbx9hY28OUU3PkUrams4RleKOFhYC0n8pybou08A2jTawfm97gBLVN61k+aR32huH74ncEd1YW0ZtPreM7XvG/w7bh4J1/WxGUDc77623saz+8JGReqeEd0pt2eBXwllG3mWWCJB3gqhB/PM7GwcRtf1kmVtKb41idpTbyU57/5sTMHn57f81Gz4bjo/K1JD2yny+mYyfMSsew5WlIweSmtqf9rnrVZ0MDXedkvl9Gatjfwj9XF1dGZWIk1AQfsWn78K7ydbxOpC3l2VDo/TmvaqnlNXis/B5c+x7edztk8vyy/sW/WnPWblqoqpvOItfBzfci5KpXgx1pPRh+3ACB9wWJaE+vg59eKF+ppTfuM6GNOcu06Oo9E9SJe8wDfx9svPo3WFOzkx0g8uJyWxE+KzkkDgNQLq/l8AtZDYj3JtZs1SN7pxhgS2enpVCuwmS5GRt96MztwsHP36BBTGYorkInrykUjgBIAb0AOnWy5fiL/q+zvB3J4zh3InKNel+OyREREREREREREhmMeMtcQPpzDcx7N/j4xlwXleiXbrOzvFTk8p7v7f26OyxIRERERERERGc/q3D1gLHQZhunZ3xtzeM76fs8NkmsnW/fMN+XwnA39nisiIiIiIiIicggZ3AMyI0bdWGzTuNedudCew3P2Z38f0k627vroUI3BTRnCc0REhuXYz3+F1rCUlgkr9mLv4oAcIBmy8l8vR+PVPONH5HAp25xC0wyeHyVDl1y3Hok5PHNSBtd0Zh3KnljPC2XI2muLULir7XA348h1xqKgzEQZuuTGzQfy10Skj3oAkwEsAPB04HPmDWVBuXay7QYwA8BCAH8KfM6C7G+e/iwichhsf0P0SM7lqzIdbVGq798f+TgAbL/qGFpjC/gfmB0TedB2Vxn/hqx0M69pnUxLUNDAOx6aZkYvq/S2TEdblJ03nE6XU0srgG1vDwiVD/iCsXJdktbUnzxwUIP+ugaLYLV+0wPaU3RbdFh5XkAI9I6lPNx/9h081BvNfDDxthr+onadx0PamwO+WzzmV9H7LwA0HRsdKg9kOtqi7DuO7wuFAYHxCAi/tvJZtCZZyN/jfe89ky8rYBS04h0D9wc3Q/uknkFEqr/7OJ1Pcl10J9Gey/l3tlN28H28bCW/K8djPCi/dH0Trem8hO97xg/rsG2kzXMq0HRm9Dmk6Hd8UIOQoPz4QzwMfs8H+MARla/y40nLFH5cajmJbxcFd/HBBhJz+52n0478LQ0H/ts1fyLaa4si59FRwXO1y8t5uH8qYOAIj/F9PGRdNbyHHweqn+Kdix6S9n1G9GtPF/DXnR8ygFHAIDP8SDtygxqEiDfy97jhjOhtvXTDRiQ39hvZwNMHpiU94BwuMj69ikwn28k5PKf7Q9vOXBaU68AHz2d/87Nmj/OzvwOGPBIRERERERERGR73sfsjo+4hZL62fq+Z0cs9zWw6gA8hM1gCHya8l1w72R7MNuztZnZ2QMPOBPDObMMeyXFZIiIiIiIiIiIiw/FTZPqlSgH80MwKD1ZoZsUAvg+g+3L83+WyoFxvF70FwL8DKAbwEzN7g7uvOkjDTszWd/t5jssSEYm09N1fHjCtraOr7/QThh8suu3iakx9YM+w5yMiIiJytOqsLkD+Ht2uKCKjz93XmtnPAFwL4CIAz5vZhwE84O4pADCzfADnAfg2gGOQ6ZR7GcCtuSwrp042d99nZjcD+CyAOgB/MbMvA7gbwIvZskUALgbwjwDysg37g7vndImdjAwz6x8WoqFM5KhStYpfj70nn4/lsu3i6sjHCxr4wAj7Tu6iNcUb8mhN1Yv8IuSmmbQEeTxKCPkH/Y6nR/XPn+U1C+ZEPh6riX5/AaCjirfFTjuJ1gyagdZPQQOv6Sjn66GwgQct5b0w8LC8Pg1MfKFn222eyg/d2z8aneSQ30xngeoXeUJNoiU6wxAAOk7kocuJgOzwsi0896725y/RGisvozVNF0XvwxXr+Xsz6Rn+3nRW8I9eqQJ+HKh8YgutqVnNR6nvOjl63wwVe2TFgGnmKeTfE5otDCQDssum/PcLtGbPm0+kNZU/foLWFE/k201sN8/jjJfwTLHC57fRmuSe6C97in43Ml8GJfbxgddis3kmYO0vn6c1qRP59lf+Kt/39s+NzkkDgNRVS2lNfmPfZfmrhvbZPceGkFy3ogJ+4oyVltAalPGTVftcnhuYqObn1+pbV9Ka1guOpzUFd0a/P52XL0FndfRnroLd/OTQuYB/yMnbyT+Xtc/kWZyJtTy/EWcFRDw9/hdaklq5htbk1S2JLhgs8+7JO4Cl2eldLcAzd/Z+dL1ZT/Kmu/MD3xHEfWyOLjoW23SU+DAy0Wdzsj+/B9BlZquR6SeZj54+MgPQAeCd7h6QnNoj1yvZAODzAJYCeGP2+R/P/vTXveVsBHDdEJYjIiIiIiIiIiIyLO7eaGbnArgLQPcoP/kAur+l79372QDgze4+8FtEItdMNri7A3gzgK8hc5WaHX0ZHsgAACAASURBVOQHAB4DcJa71+e6HBkZ7l7W+weZKxBFRERERETk6FbX729FkXHN3Xcgc9HYDQC6O9B692HtAPBVAPPd/aGhLGMoV7Ihe8/qR8zsewCuB3ApgBkAipAZ3vRxAL909zuGMn8RkRM//hVaE3CzhYiIiIiIHI3cMj9jzVhs01Ek25/1PQDfM7NqANPR05e1IXth2ZANqZOtV+NWIZO9JiIy6uovH5jb4b/qO71wRTGdT7IyOisttp7nI7VM5ifLRAM/5LbO4hlURbsDMp0K+bkhVcDbnOIxN9j9nsW0pmhPdJRBx8nldB5133uF1qz+5DG0ZtrDPN+naUac1lQ9uYPWbLp6Kq2pfGWQ98aBeEfPOpz+fZ47humTIh9OlfGVueVi3nWdTvCa8gdW05qOs0+gNfl38/yjljfxnKXCO3gu2ORvRF9033zFqXQe+07m2VsTnw/ItKvgx5zkJp7JlrqItznWwfeHvN080I8fuYDEMbMjH2+sDTjWXsnz1mIBjel4A8k1As+XAoDW155Oa4qe4seu9lN5NlmsY1rk46lCftwq2sgDJ1OF/ByzZyE/tlX8lGcCYtlzvCZAVRs/ntjG7bQmtXdf3+d4CokHnjnw//gEHg7afx6DiZXzvLXkBv7+FezZy+fTxANY45WVfD4F/Aao4rLoC6Hi7fx440/x3EWcdwqfTz7fjgt2t9Ka5KsbeHte5SXtb+THnNIXA/LfAo5LA3iqZ19zDTwh0pu77wEwoiPc5Xy7qIiIiIiIiIiIiPQ1rCvZREREREREREREDjcziwG4BEAawAPDvfVzKAbtZDOzaQBuRKZh33T3bdnp5w1nYe7+6HCeLyLjwwmf5HlrusxWRERERESGyj3zM9aMxTaNI78E8Jbsv38F4BoAMDN+v/rBubsHX6B2sMI7AJyc/fclALpvIn8YmRFFh9SwiOWJiPQxYTUP1dly8uCZYp7qmd58LJ9PrDU6x6bi1ejMNgBoOJZnCSXaAzLQ6vlhMhmQkzblcX6ojnfyc02si7enk8epIUWyXJI8Og/I4+9x1UrePdtZxt+bkPc4XcUzdapf5NtfXuPA7cscKNzdk5uy/T0LAhoU/fCUh3ncRGclXxEdlfw93nI9z0eKD4xUHCAxby6tKbz9SVrT/PYzeM2U6NdV+SrfXxI83gdG1hMAFO3hy6q/4Sxak9fCt/WivXxZrZMn0hosHFjjt96Blqt63vtYMro95T9/gi4mtpjvC+kVL9KaRG0Nrek652RaU7yBZ5w1n3MsrbGAT9ftE6KPx6X/u4zP5Fie/WbP8kzFiid5tmBIftn+S+bRmoJ9AcfR+56hNV2Xnjbs+VjAa7L9jbTGp/DtzwKy3TrO4O9f4n7+3tjECXw+HQEHr9kkNzCPnz/ar+bH67JXAt7jlWtoTew4vj90BuQuFq/eRWtKn9lMa5KzamkN1kU/POh+t8cOTI+n2wC+aYkcyV6b/W0ALu81fdRGmzjY2Xpmr4b0P/poKAwRERERERERERlLfgTg75H5+vmHvaZvwtAvGMvJwTrZ/g7AVwDsBvDZXtN/cshbJCIiIiIiIiIyHI5R6lbJ0Vhs0zjh7h8xs+8C2OfuO3tNnz1abRi0k83df4nMvaz9p7/3kLdIRI5o5175RV50fPTtmSIiIiIiIiKhzOybANqRGVdgJ6s/VJSRJiKjrmUOzzhr4TEZKH1ukOCsNFDUa3rLMTxvaO7/tEc+vvaaQjqPCh79gfxm/rVV83R+R357DZ/PpKejXxMANB7Dg8dqfvYsrUm38XAtlh+V5nFr2Hn5LFpTtYa/7q3n8vVZ94NXac36DxxDa/KaaAmm37p94ER35G+sP/Df6jye05K/szny8cb5PEvo2B8G5LZNLaM1efv4eog1tNCa5KsbaE1LQH5PXgvPEqp5Pvq4FG/luVBF2/ly/KkXaM3uj/K8tSlfepzWhOSXdVXw/SH/7qdozWDMUyj5dUBOWFZiymRa01XMDxYhuSbJXbv5fAJq9gdsfyHvQaKG5945yc3qOu8UOo/6Or6+y6fwoM381VtoDSZU0pKOcp7R5TH+50rAKSQot41JvsLPDSEa51XQmpLn+eeXdJxv7a1XLaU1xbfybMv4bJ7bliopiHw8/56neVtmTqc1yU18+2t+G983Q3IMi7bxdYXSElqS3DbIub6feAU/v6aXnBT5uHcNst3sM/isKdnHW5TJJuOSmRUBuCH73x8P8nj3IJ5PuTv/oDoM6mQTERERERERkXElM7ro2IuU1+iih0QtMt+zOYDBvhF5GJmcthMAvHwoG8K/PhIRERERERERERmb6nv9+2DD3I9Kj+uwrmQzs3kATgdQA4Be3+runxnO8kTk8Jr9LZ63NmMU2iEiIiIiIjJOrDezA9e3uTu/d1j6cPcWM9sCYBqAT5nZle7Osz4OgSF1spnZ6wF8HsDxOT5VnWwi41zDe3kIVd4qntMS41EkmHnbjgHT1iS9z/TVn+LL2np+ceTjZQERLJ0BkR2W5l+edEwMyHQq55l26Tx+ofLOs/iyJtzLc0Ze/vwiWpPfQJazircl3s6vrc/fwDPFEqdNozXJ7QO3rf5m3lNDa7ZcHPAZKX6QgUB6Td9fF51zAwBdJ/IapuxVnmwUf3A5rWl7/RJaU2R8f9j0aZ5NNvNfeaZOx+Wn0Rr2unZ9mLelfCP/LJd+M88JmvQ0zzm0pQtpTfM0nrvYMJcPRDM5vZjWxB5ZQWua3nFm5ONlv3iCziM9n++/IUPrNFwX3RYAKN3Kj7Xlq3i4UdvlfH+IbyAHSQCpiuhzVeIZHg5abvNpTUjeWtvJPCOzYA+PvKn+Ps8WTJ8fsP0tOthFCz2SFfwYGfvTc30nuAHWcz5N1FTTeaSn8HNDvJOfzxJTp9Ca5gq+tacK+LE2PoFndibW8/NrmmyjCFhP2MKzyu1g581e8vcHfJAMkNq/n9bE4yNzc1hq1fDvYBt0y/I00s++BABIe8ewl3FE0eiiR5tvAbgZwF8BeM7MbgGwBkDvk+wSM+MhsP24+6OhtTl3spnZ/wHwn93/zeGp2pRERERERERERHrUuTsfbUeYrwK4HsAcAPOR6XDrzQD8ZAjzdeTQd5ZTJ5uZHYPMFWxApoHbANwGYCMy98CqI01EREREREREREaNu7eb2TnIjC562UHKDnkuW65Xsn0q+xwHcBOAz7s7v5ZeRMa8up9/LqCK30omIiIiIiIiMtrcfSeA15nZAgAXA6gDUA7gOmT6sW4HwO8DH4ZcO9nOQqZh/+vu/3YI2iMiY1kJz7dofZmHk3khv+h1+h94//26m0sHTEu/y/pMn/evzXQ+m/4tOp9i2r/wtqx/60Rak86nJbAU/3Kl9C88Vyavvp7WFG3lbW4/eTatOe4W/h6veW90tltXMc8zqXhuL63xxkZeYzzTKXXRqbRm29l8PcQDok92XTh1wDTfaH2mF9Xzfa+IrPK8Zj6P7efx/bfgJJ5lVbSHL2vb+eW0ZuILAVl9VbzNHZU8v6fxb6Iz16Y8zLc/28u3v+TWbbRm8008/y2PLwrVL/FjV+GegASzgO98E7MGGfZmY6zP9JZJ0TOqOIXnNe2fzg+kARGZKN7Nt9GuEv7eJFbyHLTOBTyHr+uECbSmZEt0Vl+6tZXOI1XIX9OuNx5La/Kb+b6ZKiT5XABK1vMsMGvj23HTsfx4UvIbnt8YK+7X5hYgVlR44L+dJ/DhnfI385y+wttfojWpJSfRGo8HfGbY3MmXNW8mrems4PteOj+6PYV3PEXnYccfR2ti02ppTfFKfqwNSUTvDMhUbK/i+1X5Or5/4onneA2RvGRgBqk/eAeSF2WmJzubgYfvHPZyjhTuBvdRGVAyJ2OxTeONu78I4MXu/5vZddl//pO7Dz8AMUKunWzTs79vH+mGyKFhZv1T6LVHi4iIiIiIiEa1lHHDzL4JoAPAN9y9/9B1mwCkARzyOzFz7WTbDGAugHWHoC0iIiIiIiIiIiLBzKwIwA3Z//73ICXvQeauzO2Hui25drI9i0wn23wAz4x8c2Sk9f82wsxqAOw6TM0RERERERGRsWF8j2rpGJtDM47FNh35apG5a88B9L+KDQAeQuZKthMAjKnbRb8D4K0A/t7Mfu7u2jxEjgB1X/8SL+JxMEetl99XjeN+tOdwN0NEDqetO4Fpkw53K0REjljJS05D4n5dpyEih0TvdOITADw9SM2oRGfl1Mnm7g+b2U8BXAvgO2Z2gzraRMaHglcKac3Es/nVtXk/r6Y1uxbz8Nx983lN+T0DRzu1FFB+T0/I/ivXDhwcob/U5ugAZ0Omoy1KvJ0uBi3TRuZw2TSPB3ZvKuaDGhQFXNO683S+Hkq38FFnZ94b3ebiDTwoetd5/DVVvsyjRDxgkNyCVTwwOXFyHa2Z8etNtCa5acuAaeYpTPjh4wf+3/guPtjAhEc3Rz6+91we2G08yxwTH+HvDTp50HbJUzxyetN1PIA9WTSf1hTu4ctKtAUMALB1Z+TD7Yvn0Fk0XzyL1tQu5+3Na+I16Tw+oEj5Jr6u9s7n54fJOw5S0ys0ftLT0cHfsS38oJQ8vZLWxEv5cT//bh7AvuvDfACK5DV8UIOyX/LA/darltKaRH30IDMhIe6JFh5FM3EFD2hvnR49mA0AlK7hg4VgAh/4wJ96gdZUrOfnh5D3Z+DgER40oETfBQUcbwYbKKR/Wzr4ub7sF0/Qmpar+TZavooPYFS8ke+f+8+OPr4l2tKDBvP31pngfwPn/2Gwv51z1/EGPqhB0Rb+3hTU8z+prYuvz9jM6bSmdcGUyMcHe2/MUwc6N9MeMCKTyBHI3VvMbAuAaQA+ZWZXunvIoX/E5XolGwB8CJm/Od8P4Ewz+w6AVcgEzEVy98dZjYiIiIiIiIjI8BjG5rh/Y7FN48K3ANwM4K8APGdmtwBYA6ChV80SM5uc64zd/dHQ2pw62cxsOYAyZEZHNwALAHw9tF25Lk9ERERERERERIT4KoDrAcxBZhyBm/s9bgB+MoT55tSXlWun1ynZBXR3vaoLVmQMmP3Tz0c+bgi4P04OKl2aQqw54FYyERERERlUwY5mdEzmt3OLiAyFu7eb2TkAfgzgsoOUHfI+rFw72VYD6Mz+dGV/lMkmMsZNmMtzUfZs5jk3W7byvDV7d0CoUwOviXXw41/x1kFqDOgo75leMjDuaoBJT7VEPv7y9UVIl0ZnaXhA9tHM3/M8jqItjbRm19l8PbTxeBo0zeY11Sv5uspr5aeBhmOiTzf75vKRN0p28LZsuqyA1pQPNt5QPz6R7w81z/Msq6bF02jN3nfNHDAt/R93YOvHe/Kgpt/XROez9cqB8+kt5P0r2cbXZXp7dC4ZAHSedyKtqT+J5/1Nf2A/rdk/j+fwtU7iH3cS7dGvff+l8+g8jO/iyGvh73HjTN7emm/z8PC8E4+jNa2zy2nNxOeij5EA0Fk7yB/Oa6zPdHac3H/BXLqc6u/x5BE/lW9/WL6Slkz61pO0Zt+1PNMpMYXflZLo4NtFcu26yMd3/y3PkKv5Fs+Ha3t9dGYWEJbfmFzzCq1peQvPC6to5Me/HW/m+Y21T/H10DKzb9ac334H2t7Uk5dXtmwjnUdyVsAAKcueoyWN5/AszpKJp9Kaot38XJVauYbWpC9YTGsqlu+IfNxLClGwIzrjrHluBV1O2xU8w7Dod3z/Ld7AP3N5Pj8exxt4bl/I/hCwWyF/kBxXiaDRRY867r4TwOvMbAGAiwHUASgHcB0y7/ztAPgHzGHIdeCDEw5VQ0RERERERERERIbD3V8E8GL3/83suuw//8ndXz6Uy1ZGmoiIiIiIiIiIjFebkLmSjQ+zPUzqZBMZ4y55+CMBVQG3JoiIiIiIiIgcZdx99mgta9idbGZ2DICzAUwB0ApgC4BH3Z2HQInIyGiPDuXfs5tn7lQ/zQ8HexbzwKHSaTyXorGTDyJQ/SxvT9dBophivUItUoV0NmieVRL5ePlLPG8twV82trynndbM+QrPqergcSVom87XVbyFv66CBj6f4vUNtKZ5ak3k413RqwAAUHHrX2hN1ZM8c2f9tVNpTftk3qBNl/EBRSrX8GzBKY8N3C5eTvWdHlu7ic4ntmRB5ONt1Xx9T/oBz/na+Ame1zT1zx20ZvITPOfLn1tNayqcZ6XtXsIz9ip//ETk421X8gygrmL+HrfW8G0iwd8+xE6eT2tSz75Ea7pO4JlYzQv5/pDfNDBgxmNAy/Seg3DZL6Lf47zXnk6Xs++9PKdqwi1P0ZoQVsAzHqtX8ONf28IZtCbeyo+1scXR+/iUB3fTeSQ9IJvxJT4ftPHzmVfy/a78Hp6Nl+7kmWKT/7CV1jQv4ueHssf6hnZaOt1nWsuSOjqPVD7fx8sW8LzEso1ttCbWxddnspSfq2KLAhKBHl5BSzrPj85tiz3C55Gex49JpZv5h66Ga/mxIr+Zv38Fe/lFL/l7eG5gYvYsWpPcwDP/mEHX5fO3I7YwMz2WbAH4bjd+KJNNDsLMEgCOzf7EANzr7vzAG2DInWxmdj6ALwAY7BNRyszuAvBxd+cpjyIiIiIiIiIiIoeImZUC+CCAjwDo/c378QBe7ldbjf/P3pmHyVXV6f/9VlVX7/uWjaSzESAJSwgkLAEEVFA2BRcQFHeHGUdn1J+OOi7j7ijqzKDjDCKIghvIOqCALGoICWRhCQnZ905637eqOr8/qpreKvc9lXSSTuf9PE89ldz7rXPOvffcc2+fe+7nAOcCeMQ5x5/4pOCPXNMX7NMAnkCyg83SfCIArgTwoplddiB5CCGEEEIIIYQQQghxsJjZTACrAfw7gMkY6L9KFxsGsB7AvQAuyCSfjEeymdl1AL6L5CBHQ3L606dTBcgBMB/AaQCKU/+/18yWOOf4PMpCHGPU3P4dGjO75tCXQwghhBBCCCHGFc6Sn7HGWCzTOMfMogD+AGBGatGTAB4G8L108c65uJndB+ADAC4F8CffvDLqZDOzQgD/mfpvHMC3ANzsnGtJE/dNADel8rjDzE5yzkMEIYQYwu4WLuDK3xR8KvdyLQoalniMgO3kLrXE33hm2VwRh/L3ci/Fvt+m8Vs4IDRIn1G8JUbTaZwTvP+Mq3LQVsNjcl/IozH7uO4KHSfxY1WygrvdJj6ym8bUL5lIY3ZcXEFjpjwVfByyH+QOpdZ3c09L2xQ+QLtqJa8TvcX88li4hd8g5e/18Cylc9S4+JDldsJsmk52S7Dgo7uUlzdUyY9lroeuKfzkCzSm+X3cl9O7kHvQ8vbxW4vyny6lMYz2ibz9y+rkkpWQR3sSbeXp1J/O29re88+mMdkeeRVv4m1OT2n6cybUN5C+O/fUwDTyNjbQfHJ38bat+V1n0pjeQn4+lL7K1Sxd1dzblv+7ZTSm70288W8+KfjiWfbYJppGZOoUGhPbtIWnM5m7LePN3FcXqa6iMS7Bz/HW0/m1Km8XP56xfcMaOOeGLMt9op2mkeji+Vh5OY2JT+I3Sz1l/JqX84CHozDKz6vwySfydIhzLXT6PJpE/m7u+wu18pjiO1+kMR3X8PsKF/HoDPH4E7f9FI86Wr4f2fAgEi8EC9USa9K4OF3i9eUJ5yH9FGJ88l4A85AcLPZR59ytAGBmaTvZUixFspONC4AHkenroh8AUJoq2Ducc18e3sEGAM65NufcxwF8IrVoNoC3Z5iXEEIIIYQQQgghhBAHw7uQ7Mf6dX8Hmwd7Ut/8ydIgMu1kewuSBbvHOXe/R/wtAP6S+vcbM8xLCCGEEEIIIYQQImMcAOfG4OdI75hjk/7RaL/O4De1qe+MOtkydbL1zx3uVTDnnDOzXwNYAsBjbmghxg8fef59HlE6LYQQQgghhBBCiENIv59gewa/6fc2eciOBsi0k60y9b05g9+sTn2rN0GI4XRxx0/BE/yc3ntxsC8n6uGwycrtozGz/q2exuy8inf091ZwKVH8S9zTEjp+P8sH7Y69C3kzF+kMXt/u4UDL3u7hQPse90J1X8kdVJU3Pk9jWm7gvqvY5q085k38eBbsoCHorAiu650f4OX18pv18QHaTTN5ncjiSh0k+CFH+yR+jkcuHulicn9+ALELB5Y3TuOZtaVRFA6maCt/brrtfTU0ZuJS7sLpuZw7sfL38DanYmkTjWk/kbuNwnP301gMYs9FwT66vnyaBPL28X3sPN4hSGTxmJLXeCVtmJdLY3ycky0zeP0r2J3GdeiASNeAqyhrB3GuZXlsuOP7uPCuZ2lM19t4W5u1aiOPmco9S/s+wt141fdtoDF2SvBJnpjAnYppfU3DqLuJl7fyx/x6ZotOpjFNM7irtGDn6Dikuqs8/Hklw1yHTYbwoGVd5/C2JPowd6DtexvX+5Tdyvdxlsc+xpnzaUhfPj/Hs1/mrtzEeacFrrce3uDE8vk1OhHhDXLPCfwcz/899yWGy0ppTKyRX6vCc6ppTKiJO/9AvHah7bUjF9YZIinnaiLRBfDbeSHGI01IdrRNArDG8zcnpL4bM8ko0062dgAlAPgVcYCC1LfHnyNitDGztuGLjkhBhBBCCCGEEEKMJbaY2etPL5xzfPaFowmHsflu5lgs0/hnA5KdbKcAeMTzN9ekvl/LJKNMnWz94xU85r97nf7YPYFRQgghhBBCCCGEEEKMLg8jOeDoJjOjnclm9jYAFyLZJfpYJhllOpLtSQAnA/iEmd2RbmbRYQUrAfD3qYL9NcO8xCgw/GmEmVUC2HeEijNumPu5H9CYc66hIUIIIYQQQghxpJjunKs70oUQ4jDwvwA+C2AygDvN7Abn3PC3/gAAZvYxAN9L/bcHgO9spAAy72S7E8AnANQA+IWZXe2cSyPhAMwsF8DPkHzn1QG4O8O8hDiq2dPFXWpV0/nr3bEajzd8d5YErs72cC8kWrnfYvvVPMb5tCohPkZ61/ncJdQ1Y6Qrzd0JNJwzsLziL9zxk9uYCFzfcRz3avls96abuXcsp54f72kvT6cxZat43dr0De7dqfkCd8Ls/gxPpy8/eLtymnidiLSnvdwMYfLDvLL3TSymMT1l3HBQP4/Xiwk38/2XDnNxRB4fcO91foHv4whRdFXez0e673g/9wRFX+JenqzJ3Km4+0Luucmt4un0FPFzpvEE7qoq2hbcDhS/yM+pnsm83S96pZXGNC3gnrnOSdwvVbCb+486q3k97vV4eSj7f0Z6qMzFkf3QoOUzg9uu2Eau/E2cv4DGRKt5vclu4k7A3oXcv+XCvP5VP7yVp1NVxmNIVvEiXiciHn6p0te4h9SHnjJensKt3C1oCX59KNjIzysfH93IM8Yh3tw8KBGPa9Uk7unL6hydd8XC9Wn/PhxCbNMWGtNz9WIak11YQGOi20k7GeLni3tuK43xoXDacTQmEeXXeivi7XrP2bN5Oh6HvH0eb7tyHgh2/qW9kjmHWF3y/ijmRsdxKMTRhnOu0cw+jmSf1uUA1prZnYNCPmBmFQDORHLCT0OyH+srzrm9meSV0euizrmVAO5JZXgZgPVm9h4ze/1u0Mwmmdm7AKwFcFWqYH91zmU0xE4IIYQQQgghhBDigHA2dj/idczsi2bmzOz2Q5mPc+5XAG4CEENyRNtnMWDI+wyA92Oggw0A/ts5991M88nUyQYAHwawKZVxDYBfANhnZo1m1oikt+0uAFNTMXUA3nMA+QghhBBCCCGEEEKIcYiZLQDwrwD49PWjgHPuv5EcrfYgkv1V6T5bAFzvnPv7A8kj09dF4ZxrNrOzAfwewJJBq9K9r/YqgCucczsPpHBCHAnOfuf3edCMA+mfFkIIIYQQQgghhJnlIPn65q+QnGTgsOCcWwPgytTroechOUAsF0A9gBcArHLOHfB7/Rl3sqUKVQfgfDO7GsD7kNwheanVCQDLkNxZP9ufs02Io5muk7lD5JUd3MlhHn118V4PHxgZcdx9VgfPZ1cejZnyZ+73aZ3Gm5WSx/iG7/OZw3h/Gz5oecXyBprMur8LdtTkb+fHoGMmb+pmfzTYowEAW77N3VsN50ygMfEoH4YebaYh2PtJXh6fMdGts4N9V5N+VEvTqDufn1OVLwfOxwMA2P4+vv+ym2gIojwrL3ovPWPEMvfHB9D75oHleXz3IH9vcB3ce7WHb41rjdC2ZBaN6S7llSLsoYUpfZFX0ua53LHnwrw8IXYKZ/F2oGUG9/uUt3PfZMLj7qyzmm9T9fJOGhPL4+WpXM4re/AZnqT+3OBzL8fHR3T/czRm70d5uxXnuk6Uv8IrafNsfswrW7ljL7yPn3zZe4PrYPdE7k3t9XBH5T39Ko1xefyeIW8tb7i6j6+mMX0F/NzL/QOvF27JaTQm0jzs/u7lEMLzTnj9v+FuXtNju/fQmKLXuCcyPJFfq9pO5udMroeTLX8bv09MFPJj7uO9Y7TcwP21hTv4uRl7aiWNCS2YS2O6Kngbmd3IPYZ9hbzRyd/M21pHyhxL52Z85gEkzkv6LBO97cDfHqT5jBfM+fnwDjdjsUz7w8yWAPg0gLMAFCL5VuNdAG52zh3s6LOvA5gI4IsADkxkfBA45+oB3Dva6R7UcBzn3D3OuSuccwUAypDcQdnOuXOdcz9VB5sQQgghhBBCCCHEkcPMImb2QTPb4es/M7PPAHgawBVIPk/biKSz7BsAlpoZf9K5/7TPA/DPAD7mnNt9oOmMRUbtnTfnXLNzbq9zjg91EUIIIYQQQgghhBCHFDO7BsDLAG4FMMXzN1cC+C6SEwNcB2Cyc24+gMUAOgCclkrvQMpTCOAOAL90zv32QNI4WMzsEjP7hZltMrNOM6s3s9Vm9n0z40OfAzig10WFEEIIIYQQQgghxiwOA3NHjiUOf5m+BWAWkq95VgG4OCjYzLIA/DD138875+7uX+ece87MbgTwOwDXmNkC59xKM8sGEOzgAeIp9djN6iv87wAAIABJREFUSE4w8PED2ZiDwcwqAdwN4A2DFwPIQbL88wF80sxuA/DxA3kl9qA72cxsCoAKAEUs1jn3zMHmJ8TBcMYjn6cxWeDuFHFsEe4F4ly7I4QQQhwxYnkhRDp97HhCHBkiNdMQ27rtSBdDiGORbwN4wTm32uc1UQBvAlCD5IyfP06z/l4AewFUIznKbSWSk2I+RtLdZmZ/D+CDAC4B0JOa/ABIdnSFU//vOxRvSKYmOliG5LalE1gPXvYBADPN7FLnnIdJeIAD6mQzs1kAPgfgMgCVnj9zB5qfEIeTfWdwYXx2bh+NsedpvzM6J/O248R5O2jMtj/WBK7vruLS4KJNfLv3nsFP4Qj3bGP3fI8/AnL4Po7UppG7OiBSNyCX3X45lwsXbuLFCROn7aTH+dv3G3+0mMbM+gR3fkamHUdjEiWFNKZucbpJoYeS08iPVf18vu0Tng1ev+nGSTQNr7r1Hi73n7iM60JzanlmLsK32+dBZfOsNDLkx4Yuz6/lx6G7NPg8t1G6VXE+ognenMA8rK2Np/A62lvkMclHKz8SefcsC1xf9yEu08+v5RsVbucPRCuWttMYF+Xtev0i/tAo0sX3zb5F/DhU5J46cuGzDwBnDSyPZwcfq7YpfJtyaARQtIVLyBtP5E9Owk++QGMqnuTl6XnrmTQmuvwlGtN95SIaE8sLPkFbp/J93DptPo3Jauf1JuTR5kRbeZDPpAZdb+P7xiedzsuGHiv3iqFz2sD9XLSF35v0XjJyMpvhRB9dQWN8xNZ9edNpTK7HLFvhPXySqEQVbwci1XwihkjNtMD1xRs8LvbL1vAYD3wmC4k+zCet6nszP+ZZf+THHHOP5zHrgieyiB6X5n4q4RDdk5pcJeaxf8W4wzn3swx/cnnq+2HnXFua9BJm9hCSnWVnp5Y9Do87QDP7cyruj2lWX5/6vB/A7RmW2YefA+hvOFuRHFH3AIDXAGQjOYrtfACfRXJiz/MBfBPApzLJJONOLzN7F5Ib3H934nErLYQQQgghhBBCCHGYcJb8jDXGYpmGsiD1/XxATP/TockZpv0PSP8W5B+QHBH3NSRnMB1VzOwcAG9F8hn4nwG80znXNCikE8AzAJ4xs18A+C2AMwD8o5n9h3POexhuRp1sZjYVwG1IdrD114xXAexAcrigxqgLIYQQQgghhBBCHJ3UpL73BsT0D4GdZGYh55xXX5Bzbm265WbWA6DOORf8asGBc13qexeAt6cbodePc26bmV0L4EUAuQBuBPBV34wyHcn29VQmDknR3Zecc+szTEOIQ8KMu79JY8r5SHchRtBTAmQ3H+lSCCGEEEIcvTSeMwllf9t9pIshxFhki5kFvofvnOMumNGjf6SZTydbBEmFWFDsWOB8JPuxfhzUwdaPc26zmd0C4DMATskko0w72c5JFewxANf69lYKMVYI3cX9XPnvaqIxeKyMhvR4dOhFm7gbpTvGT9MYUUrEC7jZo6syjRdqGEWbuYPFx0k09ff1NGb9v/EdGCtO43KxocujzXwft9cEN2XRphA9npUruQ8z1MNtQl1Xca9MxwS+Tb0el+F4Ho/pLuMul4KdPJ3WacHpxHM9/D4xPrS+k6sQURysMwEA1J7FE+rxmCOl6PizaMzEX7wyYtkrfYkhy/deN5emU3XH6sD1NoO7/BpP421bVzmvf8VbuROrpYY7sYo3cndMV7XHeVXBy9xxTbAzsexW7kvc82nubaufzyvOlG/wvBIXLKAxBTu5P6p1Gj8O1XePrKMjCKc5xxMJhNcNvF2RVxXsG8pp4PWm4x3cbRnq4+1J9Y/4Pg7PP4HGdNbwtiL7Qe508iHn/mCnWOzihTSNqtW8TiQ8fJORx4PeIErSeTU/VrFcD19YQQGNyd2bkZN6v+Rtax3yf3NuyDLr5PlYdTGNSZx3Go0JPbOKxhT9ighPAURm1NAYl8vbgdB2/vdz7/xg3xqQ7GgLwmebwh7usp6J/NzMW8W9xz5uvNwNdTSm81LubQt38z+tw68EXxfdxjQ3Oc4hnloez3yiRHFsEkPSURZ0AzX4j9SOg83QOVdzsGkQ+l9r/VsGv+kfVXdSJhll2slWnfr+mTrYhBBCCCGEEEIIMSZx8JuF6nAzskzTnXO8t/bwsRPAHAz0/6Sj/6lhq3OOz9h05MlNfbcGRg2lvye+JpOMfOYIG8zm1LfHOAAhhBBCCCGEEEIIcRTR/55K0JTB/a+IHS3vgPd3YvIhtwP0v0qSkTgo05Fsz6cyOg3BM00IMapc+swnPKKCOtqFEEIIIYQQQghB6B/BdWZATP9779sPcVlGi1UAJgF4O4AHPH9zSep7XSYZZdrJ9i0ANwD4vJn9zjknFfgYx8yGS/3G/HzBB8qJk2tpTOJR7ntpex93ODRd2EJjenZ4SLE8hi933MFnRe5dlMZNNojcUu5f6M7ihamr5F6jugSPyambSGOO/3YjjVn3sf04RAa9zB7poskguyF4UG/v8TyRjZO4084SwccJALI6+Jv4bTV8H8++eQONie3jo9K3fY07pjo9riRRohed8Qe+j1tm5dKYkIc8pXaRh+fQwxFXtJk3p7E8HhNvSdeeuCHLe7mSCKGKYJ/a9ku5C8zH01f2Cq+jdSdzv0+Yq6HQU55NY7KbeUKFK3fRmIYLgp11Pn6pKbemnTBrCPveybUebdfyvPJq+XbnLOX3hNlP85Om+/x5NCYd7vEQuhfOfP3/sbzgttbu4w4qoiAFAITnzaExTe/hvkQfN1RO9nwak1jC/Vt9RfwaEm0KvofpK+DXhng2b/9y6z1OTg9y93F/WU8p3+7mK/g+DvV6OGNpBNBXPqwRNBuyLFHNG+NEFm/3c57mnsPQ1Ck0JradS1Ebz+L3XF5ut+qgAS1J4tHgczzaxu+DfEjk82tDzmv874LYNL5NkT5+PsQ2b6UxUY+YcFkpjQFxRcZfStfuO7h4ct+nMT4NEe4fZrn+oefoeV10rPEMkjNqXmJmhcMnCjCzCIBLU//902Eu24HyMIDLANxgZvc55+4LCjazywG8C8mj9UgmGWX0uqhzbgOALyA5xO4pM8tolgUhhBBCCCGEEEII8TpbzKyt/3OkCwPgPgBtSE5+cFOa9dcDKAXQA+DXh7FcB8MvMPDK6B1m9n4zG9EfZkn+DsAvU4s6AdyaSUaZjmSDc+67qQP/IwArzWwHgK0YMnZkfz91F2Wanzg4hj+NMLNKAPuOUHGEEEIIIYQQQowNxppwX4wBnHNNZvZ1AN8B8E0z2wzgHudcwszOBfCTVOjNzjn+usAYwDnXleo8+z2AAiQ7zj5rZo8B2IDkG39zAZwD4ITU/x2AzznnGjLJK+NONjOrAvDGQb89LvUJ/BmOhkGR4ojwoedv9Iji06ELIYQQQgghhBAAjqbXRcdiZ+f3kPSuvRvAbwHUmlk9gH6HxD0AvnSEynZAOOfuNbNPIbltBmB26jOc/vf+f+CcuyXTfDLqZDOzIgBPADgJyaphGMeOLzF2mF7AO48f38wdLMf9tonG1Ddx38bU79IQ7P0iVxZGw9xN0dBTQWOsONgXUXIv36baN3LnhBXyGOch6Epk8TfVt36Ze1oqHxqZzo44ULliYLmHIg4xovqKbOYusIhHS+jjCwv1cX9e+cv8bmH3u9NdL4YS6eQxYV4c1NzD7wk6ZwZ7RvoKeL2p51oj5OzlB6JgG0+n+t7XaEztO3mb08FVOKiIpKnrfQYbtLxoO/egbf7g1MD1pet4GsWv8RnYW47n7cnE7y+lMXs/yX1/We38pNl9Tg6Nqanl53DZQ8H+sn3vOJGmUTiR+32KN3M3aO0i7rTrLeROoqKsYHcPALRO43mVrePOxObZaY6DAe1TBupx6W3c+8Tw8dUV7OANV04jr1t9b1pIY3JXbeXpnFpDY8LdHvcD84OliZW3r6RpWBZva9vezB18hSceT2OapvJz08cF1nMD9+clcnnb33vpGTSmu2zo/nEGtE8eONdyGni9yVu+mca0v5F75grW8Xvf3rcGOcmTlL7I7337zl9AY7CRO85yajsC18eKeLsVOoV7KzsmcYFo7vKXaEy40ENEmsevH1jMDUrhFt6Oxks9yrN0dXA+6ZxtL4cQnpdcHo51AFwfKgRSo9auA/A4gI8h2QeUA+BvAP4XwC+cc2OxCzMQ59wPzOwlADdjoMNwODuRHMF214HkkelIto8jOYTOIflu6v8g2em2JfV/IYQQQgghhBBCCDHGcM7diOSkBj6xDsDPUp9xg3PucQAnm9kCABcBmIykf64WyU7Ep51zBzwLUKadbO9KfTcAWOyc449qhBBCCCGEEEIIIQ4nzpKfscZYLNMxiHNuJQA+DDxDMu1km4nkKLavqoNN+HL/5lNJBFsvhBBCCCGEEEIIMbbJtJOtEcAkACsOQVnEMcqCQi5ImpzFfRL/18kdIq353A/S28NPixm3vEpjwh1lNObVdVNoTF4jf9KRmBE8mrX+Cu56Ce3mHoiC7R7Ok0Iagu4p3GkS2pnPY/az2YOXl77KHVOb3xbsmIq20iQQ55oR9JZwbUHDSbyO5jTzdCbds5XGbL++hsb4eOTQzm0B7RMrA9eXv8hnK8+p4+6obK5ChHnYI1ou5L66yhd4mTe/nZ8QtX8/0hPkbrlnyPL8Wu5Tm/HjjcEBCZ7Gtg9zz5J51In887hAr/qH3NvWczn3DdXcxp/5NV44ncaUPRfcTkZb+f5rOLOcxuQ28Pa45vatNKZ1cbCDDwCy/vQ8jeElhpdvKLchzf5xQ5d3vW1RYBrxbH6NiXTxEzjS2kNj2qdyz1Lp0t00Zs87Pc4ZXnUw4U97aEz5E1sC1yeM+077zvfwra3n91ydM0toTN5e/qZN59XcsVe4gx/P0FOjMxCh75ph5XFAuGegzuW9zOsEKvn9X7SF75v4xuDjDQDR9aTdBxBbwtvj0NN8/3VfzB2F4Z7g9s3+soqmgQVzaYjjVR3xN5xOYyLr+fF0ndylhm07eHl4Kl5EJk4Izic7ndPYkEgtT4S481gcEbaYDdyhOuc8/qISmWBmlwH4PoDfOOe8Jmwws/9C8nXS9zvnlvnm5dFEDaG/Z4HNJiqEEEIIIYQQQgghxJHmaiRnEuVPxwaYkIq/IpOMMu1kuw3J2UQ/luHvhBBCCCGEEEIIIQ4L5sbuZxjTnXOF/Z8jsKuOBeYhqT57NIPf/AnJ/i8+JHgQmb4u+lsA7wVwiZndDOBTR+O0rWL02LBzkkdU1SEvhxBCCCGEEEIIIUQaJqe+uatqgP739rnjaRAZdbI55xJm9k4AtwP4BICLzOw2JF8j7fb4/TOZ5CfGBydF9wWuvzyP+5xW9HB3xTtPeYHGLK3jXp5p1Q005tk7FtCY2EUtNMZ6+GBSW8TTScTCwQFbud8sXs73cfVzvTRmw3XcczPrTp7O5rfzdIp+9eyIZebiQ5Zv//LZNJ2+iuBtD8W4vyK7kYbAQz+I7lIeU/Ai94PsubKGxiQ8tByl67lMaO+l02hMnKjmas/iD+3KX+YysESEO532nMdj5nxtA43pXDyTxvgc88oVI91ua+PAhL8NLA/v4e3SzutmBa6f9BQX1oXplRwo3sLNMnWn8fM3voifm1Oe4O1f8/k1NKZ4A3cz1i2pDlxftraDptE4l7e1vYW83c+t4L6rnDruqfLxXeXt5u1JpM7DmZjmtDIH5OwbqFRd1cENQcGvue4kcT6//prHPYMXXXzf+PjWCnd4iAz7PBxdFwU7puJRXrd8XGB95bwe5z72Io3puWA+jcnb5eG7WraGhnQMd6mlofjZ7TQmu2XksRqyLM7bv9g6fv2I5HM3XuP13ElZcsfI+6AR5cnjf+7llnvYGR/njkfmQSN3qwCA9ppgTy4AFK2spTHds4JdsAAQm+oxEMCj/oXnn0BjrIm3o4nyYhoTW7M2OGBPmn3j4nDPv5T8p+PXDiHGKf0NHb+5HKA+9Z2RLi2jTjYzexFAMYBSJIfNzQNws+fPXab5CSGEEEIIIYQQQmSMS33GGmOxTOOfJgCVAE4A4DtbTv8T9YxmDMnUyTYPyV68/kcMluFHpDCzJWZ2v5ntM7MuM3vZzD5vZnxqQSGEEEIIIYQQQgjhQ//7JXzK9AFOTn0Hv5o3jExHlj0KoDf16Ut91A+bIWb2GQDfQbLjcS+AjUh2YH4DwDVm9gbnXCbDGIUQQgghhBBCCCHESJ4CcAaA95rZd5xzgbIfMytFcsJPB4B7qQaRqZPtLZnEi5GY2ZUAvgsgAeA9AH7rnIub2SIATyA5c8WtAN5x5EqZJFHLZ7e9vZE7MP5SF+wtqs7lrpzSKPe2dcX5KM7cLxfRmNrPcl/Jhe9fTmPufy7YSwEAOZO546evjxssygqD98++nDyaxkmf20xjmt40m8aU1HDv06aP8PJMfJD33+/415FOp8S3HsCOfxlYXrmKu3By/hTsiHvtgzQJ5O7j9a/xZL5NMz/J/Sp7P8ldVm3TuSioeD0fzNxdwmMaT+OOmuJ1pB57jHXOauP5tE+J0phwJ8+s9h1zaEyXh8olfxePaTh1pI/OrRq6PHY2d9aVbA7ePz2V/Lwr2sbrTe5e7nPJ3cPr+tbLufdp71ncT1O9rJXG7LyIt/1RkkzdadwTVPVz/vZBooeL70LVvHKF1vCHqn03nMXT6eXnVePiYF8dAIR7Rh5zFwI6pgz4+YqfCb7ONLyXlzeWTv42jPKn+XEoXL+RxtS/j5fHx7cWj/Iyx7bvpDHdi4K9y/m7PKSKS1fTEJ/XXDxUdMj64woedFYmAwr2TyjG25zEhDIaE3lsqHfMXHzIMncivzduvZD7f9M5ZYdTuprf//VdvJDGdJd7ONkq+b5BA3eDhmI+NSOYdF684cS2cuFpTja/L3MeMbyFBLCFn7+xdv73TriFX8+YfzDSM/IYuIcfQM9bk46/3p524I8P0nzEYWeL2cCco5ph9JDwGwCfQXJWxv9Esi8mLWZmAH4EoALJTraHM8ko09dFxUFgZlkAfpj67+edc3c75+IA4Jx7DsCNqXXXmBk3+wohhBBCCCGEEEKI/eKcWwngESQf7b/bzJ4xsxGzlpjZLADPINkJ5wDsBvCrTPLKdOKD81L/XO2c413tYjhvAlCD5EysP06z/l4kXx+tBnAd/IV8QgghhBBCCCGEOPqY7pyrO9KFOAb4EIA1SM40eg6AV8xsC4CXkex8OwUDM4kakgO3P+CcC37taRiZOtmeRLI37/RU4URmXJ76ftg5N2IeZ+dcwsweAvBBAPx9MCGEEEIIIYQQQozAANgYNMhrRsgjg3Nuj5ldgOSItv7OtOmpTz/9h6cPyQ62xzLNJ9PXRbenMp2UaUYCAND/CujzATEvpb4nH+KyjBlywtyBJsSRJHt3RrM2CyGEEEKIYXS8g7uchRDiUOKcWwtgPoBvA6hHqi920CcG4D4AC5xzGb0m2k+mI9n+CODDAK5GsvdPZEZN6ntvQEy/VXSSmYWcc94GUTMbMTouXZhvej48sHU+jZla0kRjWEdbR5zLzE8q2ENjKm7h0tF9O7nc/4/3nUlj3DTeeTixhE8iu/O5YNExANROCe4Eyj2Ob/eGW3g+1aVctN28p5TGWIvHJAEn8GcA4f0M3B28vHmGRzPnEcM62no99KRZzXyban0mNZjNNbxzfsaPed1CLpVP8FMPBZu5nDncFby+8WTe1PXlZ9MYn6eVRXyOD5TdupTG7PgSP1YFtVzgnLdx5ORGFneo+svA+bbjMi7C76gOPg5la/mEBftO5wc8p97j3PwrH+w+3c2lMT1l/JjXLeSTGuRwXzeiHcF1MJ3YfzihEl6W+OwR+o8R9Ib4pTrqeHnKHnyVxrRfwCf5sDjPy9LtPjd0edtZwUL4oi0e4n4fPGT6DfP5xBvRNt4u5a/l18V4Bb9AJJacRmPYpCMW49eGzqsW0ZjCFTtoTGzXbhrjQ6ib3yslFvPjGU4jex+Rzgsv05i+Nw2dSMA9/sCQyQX6jJ+bPm1FeJ7HedfMr+Mdxfz+pfAuPslC73m8/mVl8bYr/pdVwQHvWEw72vJ/t4zmg7NPpSExj0k+IpUVPC8P4h6TGnilMz94sjgAyK0Pfmst0jKyHTXnkLszWcZw34hJ14YI99MhCb8Yb6TUZ583sy8COBXJUW25SPbTPJ/urcNMMOdxk/Z6sFkNkp6wYgA3Oed+ejCZH2uYWTeAbABvdc79335iLgXQv26Ccy6oQ274b3072V6/s8zLy4Olbhg6OjqQnz/optN5zOiZ4Bd3dj9iGJ0xvCGPdJxHH2Pc8RgX9+ir9BgnSq5pybwSHnmxEJ+eB4/t9iqvRzpeh/wAq4Xr64VlDXQUjEavss8meZXX51D6HCqPuhXq8zhWHn/Ij1q3PCmOzzaNUlPhtY99/lhNZPHOxbQdDyNiRhYo7voQtoGOXRc5+PPKpywJvkkI+Uy1lvDILMQPute5d7jeufCpNz7bbaM055TPMzif9iTsc7HiIenySsR7EQp79NT3Z3MYX+nxanM88OmApDdChxGfcypdmzQyoYOfRRKAVzvgUwG9tivOGy8XHtoIZlqHfTGfv7+87gc87t08thshj8bfp0CkDXQRj+umx/XXq7wJj3R8zs0M/lY+aHy2ixU5TXnjiT6EQ1mp1Q4JN+QBYAfIwT2aOtnMrBLA608/pn7jKwgX8NnBDzfx9nZs/8JXBi+qkpNt/JDRSDbn3FYzewuAXwP4sZldC+AuAMuRHGoX2LI650bnsdfRSwzJTragFnTwMRnxqCEInwZweMOzdetWVFZWAgAKCgrQPuhJTKKWT1N+yvJraQwbyVaWzTvzEh43WD4j2er7eCP7Z4+RbD0r+FTnXR4j2WbU8D5Un5FsfVOCn27nFvARLH19/MJeXcr7cXeN0ki2bJ/RMmke5r36/c/hxE99+/X/h/imU3o8ZrYPe+ST8HjrNNrMYw7rSDaPMsdyeUyUDNr0GcmWW8vrhM8f6bl84InfSLbP85Fs1S8c2Ei2x9Z/H2+c86mBvDxGskXJ6Vm2lre1u5fk0ZiJS/loI5+RbFg4OiPZ2qbySmr8MIzKSLbCpVtoTN9sbtzw+cM5um4nT6eXX4d8RrLFcj1G76Rpj5f94fNY/LZvvv5/1iGV05CRV3i/WIy3J6M1kq30uVoa4zWSLZvfkrOOpHA3r+idk/g5flhHsp16Eo1JZPNzvLeUd4RFH1lBYwaPWgOAvzz+JSy5+N8GFnh0yvQW8vuponX8LQ+fkWyti46jMXn38JFhPiMps5rIkHQA8ZfWBa7veDt/XdRrJNtZfCQbRmkkW6yunuc1WnhsVyIafC+UbiTbE6u/hYtO/RcAQG9fB5566fuDV49v4b4zzyd2h5mxWCYxamQ6u2j/CKttAKYCWJL6+OAyzW8cshPAHCRnD90f5anvVufc6Iw9FkIcFNPva8GWq3iHlBBCCCGESE8iy7xG2gshxNFMpp1el2BgOGn/t7ph/envZAsaktD/SOWoGPW37Izbacw/7LwwcP0rDRNpGg1r+ZOml3byp6HHXcVHGUTDfJRQ6/EeIznq+AiMbWv4/Bbzl2yiMZsbywPXd7R7uKx259CYhlf4k/8ij5eWW2fxfezzalv18yOHj61PDF2++b08ndwNfP9Mvy94KNa6j/F9U/U3/nS7/TiPESyNPB2fTsGQx+iePD5IA101Hq6qvuDtKnvJY5Sax5sfLXwgqtfovKJhoxnSMWEZH3UTy+fHqvm0ke2b22hDlsd49UKEDDKIrOFtSc6J3LNZfwpvK3KmcG9lTzGv6yWb+EgsHx+izwPjntLgOpjtMco0dy8fJll/zSwaU/WcR0Pq8QqTm85HzeXe9xyN2fNpPmoz7WjeENA+aWC/Tvhr8E6MFfO61TGRj1jK6uT7pnQdH5XjQ+PZ/B4mq51f0EIer53mPBLsu6r/4Bk0jfKX+IhWxPjFwc7kbQVeWEtDuifwxi3S5fGap8cr9ZHZ3HfVGx6Zjhu0LNrM2/3o49z9hkLecHWew98oKXhwJY1JePjLfLAuj5GmHj7ERFbwseq5jF8/sh9aTmNCC/ho6djKV2iMD5E5vF2Prd/IE/IYfRci+7ivJM3rBWavL+/r9XE+CCEOhkw72bZj1Kw4xyT94++Drh7947W3H+KyCCGEEEIIIYQQ4xOHsdl7MbJMQyagOJo8eGIkmTrZag5ROY4VngFwI4BLzKxw+KwVZhYBcGnqv386zGUTQgghhBBCCCGEEAfIKM2tJDy5D0AbkpMf3JRm/fUASgH0IDm5hBBCCCGEEEIIIcYv051zhf2fI10YcXAc6xMRHFacc01m9nUA3wHwTTPbDOAe51zCzM4F8JNU6M3OuV1HrKApQhNeozG5HjOQfm/yY4Hr/zFxaeB6AHjjxcGzFQHAL1fwGYuqvhg050SSug9xh9Lsn3JfyaZ/4N62rA18WsbV66fSmLyyYLfMcb/ip/qO6z08c6t5eVtP9XB2dPP+/WgrT2b3OSNdaomnhy4P7+VjxJn/rX06v9Yd/xE+G9aGWxbRmGgTr3/Tvugx8+WXD9ChNIy8fdzd0VXFy5zbEHwcGjz0PtM/+yyNqf8f7nKZ9it+/nZVce+TzwxouSd4SOLiIyugxR1KXhiY7Ct3bwlNJntt8IyAPQt5e132Kvc1sRkiAaC3mO8/S/B60zaFC/SO+x2fCXHn1XwGvooXg9uu7FruSYudy91Hlbfw83fvP/Lzt6KA75vWGu6bxCln0ZDS1/g5k904cv9ZHKhcNVCnXDT4WuRT3pLbeTsQnsvruo9fquEc7luL5XAXWNEvufeu4SP8mOdPDfa4lrzGG/XeIl5vIiVFNCbkMZNpyzXcEVf0AJ+JuO2t3PNVtJ5LE13DyJmch5ObO7TtMueQu2vQPGR9Hk7Zaby9iW3eSmPyXt5DY3ohfN2fAAAgAElEQVQXc+9Y6Jlglx8A9FzF70/iOXyq9UhncL0ovIufv6NFywm8Hpf0nUBjfNoKH9/aaLnmbEWw6zC7OM12xxPIfnFr8veJ0fFRHjUcPa+LinGEOtkOP99D0rv2bgC/BVBrZvUA5qXW3wPgS0eobEIIIYQQQgghhBDjBjPrnw7vEedcXWDwQXJQnWxmNgXAdACTAaR7bJ0FoAhAMYBi59w/HUx+44HUqLXrADwO4GMATgKQA+BvAP4XwC+c85gyTAghhBBCCCGEEEIwbgUQRnLA09jrZDOztwD4ZwBvyPCnx3wnGwCkOtF+lvoIIYQQQgghhBBiFDGX/Iw1xmKZjgG2ApiJ5CCxFw9lRhl3spnZvwL4Sv9/M/ipqtI4xMfb9m+rrg1cv+8s7tFYde/JNOak7zXRmMvv4w6l3+1aQGMav5hDY8KrK2jM9O+/RGPW/WgOz+vZYO/EvtNpEohs4p6Wjrnc92IhfqqXvsB9TeX/y71FG3+UxsNnQE/5gONqzn9zB8v2twUfq5bp3CG354fcCTj7l9yDEVrNz6mtX/Vw9+ykIQj38mPVMoN7s/ryeV71RKlTsINfTvZ8im93cbCqBADQPJtf+rI6iKgPAM7inqBXb+SOqdLVI8vjNhtqLx5wSHbx5gRZp84KXO/j4Ktc1UFjWmfm0Zj8XR4Om1x+HAp39tGY5rOCPVUAMOX322nMtvcE+y8rXiqmaWS1cU9VaCEXEFb9B2//fKiYPInG9E2vojEtM7mPs2B9+8iFziGrbmA58xblTOBeqO4ruNcop57Xv44TuV+q+E7uj3IeHr7W67n3rvoJD//W1OAyd5fz63hWF2/bEvm83QrV8mtr/i6eTqKLXxcdvwx54abztsJ605zDg14wYV5BAIi/yq/jkTnB7TXg5/nqXsi3qcgjr8Ln+U1D28IpNCbrT88Hrvc5F3LqeTsafXQFjSl9ehuNQTa/H0UHd5UmzjuNZ+XhW/O5r7AXXg0OyE3zN4rZwPI0HlghjhHuBfD/ANwI4P5DmVFGs4ua2SIkO9gs9XkawF2p1Q7A1wB8FUmx/8rU8o0AzgHAW2YhhBBCCCGEEEIIIUaP7wPYAeAKM/uWmR2y+QkyTfijSHau9QG41Dn3ZzMrA3Bdav2/O+faAcDMPg/guwA+BeBG59xHR6nMQgghhBBCCCGEEEJQnHN1ZnYxgDuRHNF2jZn9DsByAPUAAod5Oue8XzPItJPtPCRHrP2Hc+7PqWVNAGJISuQKAbSnCuEAfMbMzgXwITP7hXPubxnmJ4QQQgghhBBCCJEZDmNTWjUWyzTOMbN+qUwIyYFjMwF81vPnDhn0nWXayTYx9f26pMI558xsX2rdVADDpRI/BrAIyVFw6mQ7BvnRaXcHrr9/I/eZTAgHOx4A4Md3XEhjfraZO53OnbCZxty/hpe5uJaGYN1/ct+ahbk7oeeMYI9S3l+4NKtlIXfYZO3mfpXqFXEas/My7llqXHwGjXEuTV4GJPIHlvdVFdB0QsRVVbyVH4O+Qv72fTyPN7mN13GvR8Uavo+bTuASm9y93IMWbaEhKNnEy7NncXB5CnbyNIqe20Fjtl9fQ2PKXuX1r3Uqdxu1TedusrxtfB+n8605G7q85vf1NJ2eycFuxngOr6N9hXy7i345Op6q0tt4Or1v5f6teJTv46Zzj6MxU38a7Lmpv/IEmgYq+XkX7uXtaNe5/FpV/UP+QDW2azePmcedTiXruZMorT/KJYYsD2UH+0wL1jXQfOrOqaQx7ZP4uTnhKT6xGDdDAfbX1TSmeBk/r2Ix3i6FNm0JXF9I9i8A9J07l8YkVr5CY9wi7srtK+DbnTv3eBpTuIm7Insr+H1OpNPj3mN+6ZD/u7WGhtMHlpWs4+dC23XcO9ZbwNutskp+/5K3p5vGoIvHtJ/OrT6Fz3HHGTtnitelcTcOw17awGPKSmmMKy2kMS3zeDolz++jMVlr+N8O7rSTaAyYbw2AzZkRHNC9n3re72SLyck2RtliNjAdgnOOV2CRKSdgZPdmJnMMeJNpJ1sXgBwAw6/y/Z1siwA8N2zdutQ3v2MUQgghhBBCCCGEEGL0eAaHaQxhpp1sWwGUIjlibdWg5asAnArgLQD+Y9hv+h8nToQQQgghhBBCCCHEoeboeV10unOOD7EWB4xz7oLDlVdGs4tiYATb8HfcHk19v9HMrhi27sbU9/YM8xJCCCGEEEIIIYQQ4qgg05FsDwG4GsnZRL87aPn9AHYjOVrtl2b2X0h2qr0RwNuQ7Ktdc9ClFeOSK2dwn0nNz79LY959+nIakyjjr12/2DSJxsy8nfujmrlmBIjz8uQVE2EYgM7twa/tt5zGPSTo4C6hmb9uojEbbiihMaFs7n+Lrs/l6aSTfySA/E0DHph9C7gTJtpKAhx/BDb1y9yP5JZw31rVk9yhtPdiXkdzuNoIzSfy7Spez+tozv3DLQEjqchbHLi+ZQavfy40lcb0FtMQ9BXwvNq5wgvla/n+m/Asr+vZ2xtHLNsYc5h+14DiNFYV7FsDgOyVmwLXdy+cSdPomMTPl7xLuC8x+ugKGmML59OYxjn8NqV4C2+PW6fyY45Lgp1rkW5+vMP8cKPgkRdpTFkhdzFhRg0NqbuAv0SQCPNzPLuN778CO2XkwmUPAIsHlndWHbyTLaeR+4QiXTwmvoE7lEILuL8s1MZ9V7svraYxlSu56yu0LNiV1nlJmmMwDJ997OOia57DHWg+9BWW0Rgff1npz7nj0U7hTqyS24emYy4+ZFl4HnfpFr3G61+sMEpjwivW0RjL5R4+53EPk7vHwzW3aBqNieVND1xf+ngad+Mwejy8gVmNXTSmawpvRwt+vYzGJHL5/ShOJJ40+LkOfbBccp3OS1O3zBAvS56zcY8/CYQQB0emnWx3I9m5Nt/MFjjnVgKAc67XzD4D4FcA8jFyloY4gO8cbGFF5phZ2/BFR6QgQgghhBBCCCHGEuNauG8u+RlrjMUyHWuYWTmAMwHMRvINz9ucc2zohRcZdbKlOtPeDWCbc27zsHV3m9lkAN/G0NdQewB80jk32OEmhBBCCCGEEEIIIcRhwcyOA/AZAB9EclLPfv4PQOugOANwGoAlAG51zvGprlNkOpINzrknA9Z9z8z+AOBdAKYg6XD7g3OOjw0Wh4ThTyPMrBLJ2WCFEEIIIYQQQhy7SLgvjhnMbCGARwCUYegbfvsbW/gggAlITgB6v28+mU58QHHObXLOfdM5d5Nz7t/VwSbEkaeselRGvh6z5O3mzh1xcKT16wkxhoi2cc+SODha5lcc6SIc1SQiMoIcajprPMSfYr90nl5zpIsw/nnh1SNdAiHGJGZWCOD3AMqR1Jn9HMA1+4t3SaHlPUh2xl2SSV4Zj2QT4kiw9f3/j8Zcu+wjNKYwwicR6OrjMtrIF5tpTMNu3odtYf5CftdWLjzPaSA31jN5R1vWr7l8eN+iUhoz7VG+jze/zUP469GvlU4ybgAig/y9fR5midINvIeHdbRFpkymadTN5oLipiu5qHzGp/kkC3U3nU1jcvfwP8h6+CH3omhT8AjrzupC2tHWPJufU/E83hHSUsPTmXnnXhrjIlwG33hGuUc6I2PcFkP3jIHloT6+Xb1nzaYxjKx23ia1zOCTI1R7COMb53Ep9YSbeV3veEfwpBoAUPEyb5fYBACJaIh2tPXl87rl5s+iMd0eUvSczfU0pvQ2LoP3ofnGs2hMx+SRcnBnQ5eH4h71i3S0dVXwfVy4k+fTdMOZNCa3nk+qkf0Ql5lXbQielAQAuq9cRGMKqngnJO1oi/FtilRV0pjijVw8H2lopzGxcg85fZy3f6Fi3vkVX7OWxkQmD5tYaFdoyLIe8I62nH1832T97SUaEzt7Ho3pquRtReEDfIKxUAdvI6MtPK+8PcFW/Z6ybNrRlrd6B82n/Uw+CUP+0+tpTNP1vG0rW7qHxsRDvF3ymTQjsY5PyOKWB9cdi2SN7GhLJAaWuWPswbGz5GesMRbLNP75IICpABIArnTOPQIAybdC98vzqW8+e9ggRn0kmxBCCCGEEEIIIYQQY4SrkXwt9Kf9HWwe1Ka+JwVGDeOAR7KZ2SQAlwM4A0AlADZexDnnLjrQ/IQQQgghhBBCCCGEyJD+0WjebjUA/a+2HNpONjMLIzmD6D9m8HvD/mVyQggxptlyVT6m3+c9oYwQQgghhBhGzlMvo/sC/hqsEKOGw9jshRiLZRr/9HtYuBNmgKrU90gnRgAHMpLtVwDegaGzMQhxxLl78f/QmHcs/Tsa0/ZUFY3JP99jEp427i1yRcHuCgCwKu5O6A5lB69vzKdplF3bQGOam3g6zefTELgu7lcp2s6bmL1XjHSIuJ8A7WcO+FCyNvI2sXYxbwq3XBW87TO/5COanUojnMdL/LWf5L61zkn86n3c47z+5Ty3gcZwww+w6/zgwc55+3h5ox7zd0Rb+Q7s9nCr15/D24Hy5xtpTGcVr8ddZWk8N08C9XMHluc0e9yNkZCy1S00ib1XlNCY477GPWmx8xfQmPIH1tGY7Z/jdX3SXztpTPtU3g4Uvxq8f+oX8H1T9cQuGtN1PPdddVfw60fdqfyhauGOCTSm4DfLaEzJer6PG+alaSMN6C4dOCerH94SmEbT+dyzlFfHrx+5O7gLLPsh7udq/CCvf903cKdTyKORLPrNcl6edwd75CIe19ZEkcffCQU8pm0ad4xGqoPvTXwJ9fH2L/s53r71vWkhjWkvG3o/4H5naF4ycO0uXsPbfUvw49B62Wk0pmj5ThoTaeIuukQPv49MlPP7u+gq7haMNwc7iy03FzlPvRwY03HRfJpPzv3P0RiUcals2Qp+P995Ir8fiD7Mz194eAMtzF2v4anEAZyV5p52vSE8M9m+hmOdgKYlHItsMbPXGzvnnIdVWmRIHYCJAKYBWOP5mxNT3/wP5UFk1MlmZucDeCeSt/IJAPcC+A2AbQDqoT5ZIYQQQgghhBBCCDF2WItkJ9sCAA+wYDMLAbgByT6u4KcDw8h0JNtnU99xAG9xzj2e4e+FEEIIIYQQQgghDinmkp+xRpoyTXfOebwqJQ6C+wFcDODjZvYT5xx7bfTDAE5HspPt0UwyynR20ZNTmfxQHWxCCCGEEEIIIYQQYozzcwC7AZQAuM/MjksXZGZZZvZtALekFrUCuC2TjDIdydYvJHkmw98JMSb43dk/oTHndHyWxuyp516FE7/CXVabPjmHxvRN4y6NrInBvpxQiD/CadjJfUOhfO7winfzZuW4/+P9+/tO4zG5a9J4YxJDlye42gjTbgl28zRfegJNY+M3T6cx0Wbu55p+v4eDr5xv1JT7amnMpg8RrweAieHjaczON3gc8yeC646L8H2T4KoSdEzkZfFJp20aL0+0jfte8vbyc69l1si8nAG9g5KfsIw7sbAsWC+ROOsUmsS076+mMW4h9+U0z+K+ppwK3v75+NayttfTGJs8hca0zSoKXF/15G6aRtPZHpNPOV4nSpdzJ2/fBaPjW/PxVMXy+UlTur5rxDJLDF0eq6kOTmMpd9rFJpXRGIQ9tMEe50PZz7h/sO3axTQmu5lL2dwZXAaf3RKcTt6WYB8WACTyuSetu4o72fJ3jXSiDifcw7c7lsevZ9l7uJCz5yKPa/ATq2hM+Nyh9cISQN6e3tf/3zWD3yvl7OZOwLx7uVOs+4383Iy08/synH0qDYlu5PcMnYtn8/J0kWP+9EqaRv5zm2lMjEYAmMj9l/Fcfj5k141s20aw6GQa4np5qRO5aRytw2ibHHx9LVqXph0wwEWT90cu5HETJMQ4xDnXaWbvB/AwgDMBrDWzBweF/KuZTQRwKoBSDEze+QnnnIcZeoBMR7JtS31rKKMQQgghhBBCCCHGJm4Mf8Rhxzn3GICrAbQAyAfwLgwcjesAvAEDHWwA8C/OuV9kmk+mnWwPpb75tGFCCCGEEEIIIYQQQowBnHMPApgH4D+RfBXUhn0A4CkA5znnvnsgeWTayXYLgE4AnzIzPp5VCCGEEEIIIYQQQogxgHNut3PuEwDKASwE8HYA7wHwZgDVzrkLnXN/PdD0M3KyOee2m9knANwK4F4ze5dzruNAMxdiLPK3N36Hxrxj6d/RmJ2/4t6O47J20Jitq7hLqLcsuL881MydJ66IuyJyXuaelqLz99GYtvfzpie0gnt3uivTjLW2ocstQZPB1n88KXB9lsdb+MVcwYf8Wu6n6S3m+6b2bP58JNwb7D4CgLJX+M7xcfxMyOXHqn1y8HZ1l3GH0sTvcT/Sjp8sojEn/qiRxrgs7ixZ/2F+jhdu4ts19csjt2uTiw9Z3n3FmTSdginBjr09C/JpGrlTuVemZTqvf1WruCeos5rXdavkvpzd502lMVP/40UaE28P9ijt/cjZNI2ibXy7o09w7138VO6B7KqiIdjxr7zMUx9pozE9pbzuwPZT1wctt3hwG9h9PG+3cjZwY0nCo7yReu7N8vE+5TTwqEgnj4kV8ut0b2Hwude9oJymUf7nbTSm6ZwaGjP5UX5tsJ5eGoPKYBciAHRP4R7c6NJgtyoAxM/iPslQ38jr4uBloR5+3bQ+fq33oWMirxPlj+2kMT0ncf9qpKiAxmR18HqctXZ74HqfcypWz6/RXmzjHs34Qu6dDT3FPXLh+bzNjnv4ECPr+d8F+UsbAtd3XXrGiGXuFUPXlEIAQG+PAfx0EeKYwDmXALAy9Rk1RtzhmtlHPH73GIC3ANhgZncC2AiAGlAP5H1WIYQQQgghhBBCiEwx+c9EAGYWBlABoMM5x5/AeZDuMfJ/w0/F5wBMAPBpz7wcAHWyCSGEEEIIIYQQQojDjpmVAPg4gLcBOGXQ8g4ATwP4DYC7UiPdMmZ/486Hy9/298kk1mM+dSGEEEIIIYQQQgghRhczuwzAJgBfQbKDbXB/VQGSb2zeAWCNmc05kDzSjWT76oEkJMSxxO/O/gmNuXrpTTRm1fMzaUwih3egn358sGOltZd7IPbez71GrbO5Z6TnpUoaE8/j2zTxnL00BrePzGtrAqh6YWAwbuOJ3B817aGWwPVNc7kzpm4hHwDcOiPTuWbSM+FZnlf2Q8tpzK5/P4vGNM7lxzPcTUMw5evBPrWey7hzLFLOfUN5O7hLrfYNfJt8xnNbnAeVr+VOoj2fHunNcj98AHs+ObB8yp+aaDpdcycFrs9p5OddZ5WH74/KIYBYHk+ndE3weQcAe8/l3rupD/F9s/cG7pqrWB2smK2+j4sXE8dxp9i+D4/05Qwnt44fq2m/4G6tzvnBdQIAWo/nLiafut5dPtIf5Wzo8qyO4PMz0sGddq7Bw6m4g3uqmq/hxyE6i/smI138uthVxa/BOfW8rcjqDN5/2Q28Me6ax/1ck297hcZYDt+mlvNm8HQ8xggUbOHewERnJ0/Ig1DPcGuYG7IsspQ7FTsv59czN5P7Q4s38G1yFbyNDP95FY3Z98HFNKbsVu5FdQXB7Ulk2nE0jdg27iXzoW/BbBrj41uzRfz60TGBO4tz9vHzMzFtAo1BQ7CTLfrIihHLzMUHljuPi/h4wsHvHb3DzVgs0zGAmV0B4F6MHARWCyAfQOGg5XMBPGtmZzvn1mWSz4hONuecOtnGEWY2/M5EIwqFEEIIIYQQQmwxG7CWOecKj2RhhDhUmFk5kiPU+p8EvwzgCwCeds61pmImADgfwNcAzAJQAuB3ZnZKJq+Ojs6wCiGEEEIIIYQQQgghxh4fB1CM5DjCOwCc6px7sL+DDQCcc7XOud8gOYrtrtTikwBcm0lG6mQb5zjnCgd/AEw/0mUSQgghhBBCCHHEmT7sb8XxhRvDH3G4uTz1/QqAvwsameac6wPwUQAbU4velUlG6ZxsQohR4J6zf0xjLujik/NuXc/9DFt/HuydaDyfeyCyKmgIciZwP0jvNu73CZVw98zeddybVVCd5jmBAR2Dls/47800nfWfCe57rnmYl7e1gftp8vbQEC8a5vG3vne9dSGNyV/H06laybd96xUHfynxcT61LZlFY2Jci4LKVdz7FOnknqWSjfw5Vf38KI2peClNeRJDl1sHP4cb5pYGrs/fw0e5T7prPY2JER8MANiZ82lM/RncJeQ8BAf1C3k6Po6znnJyDj9bR9MId3bxssyYR2O6S3ndip40kcbkbeDHKnESb/zbJ/FzvHDncJdVknDvwLnNXH29hTk0n5jH/itbyb1tufW8HYjncMcjErzt8nGKtU/nf9vm3ftc4PoeHxdYiJ9UVszLEtvOvXf5u7gTMPQC19x0XHoKjYnP5k6xUPoqOoScuuG+KkMsf8ArGA7zOhGP8vO3aDX3zvZM5U5APLuGhnRfwetF1Z+287ymcJ8fEsFtbaKM161Q+Vwa49bwehPP5e1WtLqKxnSW8fu7gpf30Rif45nI5vWr/T3BPt2y59LUrY0hRGYlHYmJWCewhWYjxHhkJpLdm3c55+iNtXOuw8x+BuBbALjIdRAaySaEEEIIIYQQQgghxiv9vdjBT6yG0j9zjMdTjwE0kk0IIYQQQgghhBDjCnPJz1gjTZk0AcWhZweAOQD4UPYB+n1tfCr7QWgkmxBCCCGEEEIIIYQYryxPfZ+WwW/6HRVrM8lII9mEOII8ddH3aMzsFT+gMfWLgzvki1/gnpveIhqC3h7eZIR6ue8lupaLs7qruEMpXZndsOUbf1hN08lfFlzmbW/mXq0Jy7jDq2Eed234OGMmP8X9XFsv5w6Rko28zPUn823Prqch2PnFswPXl73Kj3fR87tozK4LuTOmYwKvx23TsmhM5Rq+/3qLaQj2nT4yL/fE0OVZx3P/1sRngr1P7vmXeGFSzpYgIvke4ruttTSkJMfDl7OOe5+23xjspASA7jLeLlWvCPYPJi5YQNMILeeeoIItHTSmuN3DwXcmd6ll1/G2v3UaPw5F23jDlNU+MsaGLQ91B58zkQ38eNdffjyN6a3mbtDIU6tpTMe13GVVtmoHL89sfv72FfDn3uETg7e9L5+nUbyG++p8fGvhufw4NE/j9a90J6/HzmNIQMFvltGYxg8FX4cAoGh187DMHaK7BpbFFnHfZN49vCwel3qEN3FxVnj+CTQm54HlNKb17YtoTNEy7m3rnht8Dc5Zu5umEdvFYxLn8b+Rs/64gsb0erTr0Ud4OvBwu0Xr+X1ZX3kejSneGHwNcTlp7l9sYLmL6c//Mcp05xyXv4qD4ecA3gvgE2b2E+dcYFNsZgbgJiT/vPxtJhlpJJsQQgghhBBCCCGEGJc4554GcDeAGQDuNDM2+uHrAE4F8CqAn2WSlzrZhBBCCCGEEEIIIcR45qMAHgHwTgDPm9n1Zlbev9LMIma20Mx+D+BzSHawvcU5l4nHTa+LCiGEEEIIIYQQQojxiZn9F4BCJN/YdwBOBnBHal2/z2Lw6DZDcqKEjck3R9PinHMj3gUf0clmZlMPuOQE5xx/mV8IIcYY0RZDb/EYnJpICHHYCHfFEM/Vs0kxdila34rWOR6CVSGOFGaA0/2UEOKI0O9XG45hZL+YS33SrRseN4J0P9i6v+CDxO0nPyFEABs+90805sz33Ry4vvjOpTSN7V/lQuCcl7jwvGMWH007cRl/U33HJBqCnDT+Zhu2vHdVPk0n0hW8PpaX7GgLIp7jIZzexJvW3kIuaN/8dj4ZQbSJp9M+iU/EULmmh8b0FfCmveGk4Lx2XUCTQCx3Co2Z/CSfQGHfafxY5XpM5lC4isv9m2fyiRj60k3SbkB80HOxCc/x4xDqDhb3N7zvLJpG21Reb6bfzbd763v587q8PTQEeaV8IoaCXfy8yt8dvG8AoGlOsKS9Yk07wl3BuvLOi+cFrgeAvF2dNAZNLTSk5FebaUzzu7m4v3AHn8Aj2so17dHX0hzQhBuyPLY7+KDX38jraJgfSkSXv0Zj4h4C+4Id/LxDDpeZh55eSWM85khB+1XBcvr8bW0oWt8aGOM2beUZnX0qDYkv5RNH5E5cSGN6ZvLJiXwmvfGZSKDsFT7pSGz4ZAMuMWRZ62JeR0u659KY0L5mGoMuPgFKxzTeqZq7kd+7Fb7Gy5OYWE5jeoqD7wdygGRH20GSyPaYSMojnWht8IRBAOBKSnhCYV6e+Et8YhyfMrMrXtelZ4z8zVpD13HJutLbE0q+AHes0N9VMtYYi2U6NvBtgA6qodpfS3jwrZ8QQgghhBBCCCGEEEcQ53zmqh4d0nWyPQP1rQohhBBCCCGEEEII4c2ITjbn3AVHoBxCCDFm6ZoUR+5u/iqAEEIIIYRIT2znLkSmcI2CEKOFueRnrDEWyyRGDznShBgHLL/jnwPXX7zlGzQN8xCahDxionuzaEwd170A4J6g3jQSGzdseec0XujIWt4Udk0KLk9WB++Eq3qByN8ANMzj7pSyF/lo5wQ/DKhYw/00u5dwp53P4Osc4jgr2MktBXl7ue+v9kzuqyvYQUPQOYHHbHkf/0Mhn6uEEMtLs9ABNqjK+Xhjtl9eEbi+aDu/o4vybBDbyF1gNXdxN17HSVU0JtLl0Q4U8mO+9wzuzZp6b7BrrvZiXikmPLCFxjAvGQDwvQc0fpB7NKue3M0Tinvs45pKXp431IxY5n5tQ5aXLU9X2QdIRHg7UPHsPhrTccGJNCb7weU0JpId7OkDgNjpJ9AYK+P+N6zmvibm0cy9by1NIzz3eBrTMYlvd+55p/F0JvILUfGdz9IY51HmxAULaEzoKe7GY5Te/xKNab2UuxkLsvg9Q28Jb7fytgU7+ACgd/FJNCb85As0xofEHO6si+0MvjDG33A6TSPnVd6O9i3hdZTfVQBZHhM1JAr4OROqLuXprOLncKRmWuD68NKRTkqLJ5CbWh5O8HtRIcTBcdjeSxVCCCGEEEIIIYQQYryikWxCCCGEEEIIIYQYX2h2UXEEOOBONhVX9PwAACAASURBVDMzAGcDmAFgMoB072tkAShCcmbyIufc2w80PyGEEEIIIYQQQgghxioH1MlmZjcB+CSAmaNbHDHamNlwww4Xnohxx+PPfIHGLL7+ZhrTOpVXn74y7vfJ2sFdJKEe/jZ7d1Uac5ENW97L06l6oTNwfW4996Q1zaEh2HExT6e3hNuYStbxbWqfwssT7g32IwFAxzR+POfcykVetUtKAtdneShCGk7i7q0p31hKY3ouO5PGVKzhBao/tZDGlGzspjHlL460wmyMA1MfHdivOy8J9q0BwJTHg49DrNjHV8frX91N3AVWuTr4nAKAvE3NNAa799KQjsu4byingWfVfhLZxx5Xz+bzgl05AJC7dxKN8fEjVazk+y+2eSvP62TuL3MerrSyF0aKFy3uhixvOCvYw1fxAt+m9jllNKanhF9jut/L3VHFG3k74MJ838Q9vIHRHO7fKn2tN3B95ITZNI2uKWlkpsMI9/J2oK+I+9YSHn9lhE7j5y+6uVu1t4hnFn7zGTQm648rAtfHTp1F0yh6Yj2NiZ/A2wofEms38JiLua+u96pFNKbwVd6QFt4V7NjrvoJff3Me4L7EeJif433zeFsbfTT4eANA7GwuEo7l8/oXeex5GhOezx2PaGkPXG0T0jg0W+z15RbrBIaq/LaYDWj4nXP85kYIEUjGnWxm9lMAH+r/Lwl3g2J6Ms1LCCGEEEIIIYQQQoijgYw62czszQA+nPpvF4DfAqgF8FkkO9Q+jOSUgDkA3gzgKgAbU//eOiolFhkx/GmEmVUC4FNzCSGEEEIIIYQYz0x3ztUd6UIcMuRkE0eATEeyvT/13QbgHOfcy2ZWjGQnGwD83jnXPwD1p2b29wD+E8APnHNXHXxxhRBCCCGEEEIIIYTww8y+lPrnbc65nYcyr0w72RYj2e/6A+fcywDgnGsxs14kJzkoxKC3vJ1zt5jZZQAuN7O3OOf+b5TKLYQYZZb98p9pzBnv5962Xg8XzsSl3FO18XqeDhJp3lg3IJ434JPJruXNXDwnOKZtGnfuxPL5I6mcep5O0SbuW+uYTENQ/govT8M8Xp6Stfw47HxTsG8NACZ9J9iV1nbtYp7GE400puXdPJ2GuXwfV6/g/rxIN9/Hu8/JoTHh7pExbiWwe8nAQOSwh3Bhz5JgjUrhTu5ZapvC903ZqyMdcsNpncH3X/tE7gQM93EXXekG7mtqmcbbAeYByvNwR3VM4yqb7O28Hveezx1K+07hdWuCzaUxts/D7eaxXbHZpSOWudcMHYOW/3/27jxMrrJMG/j9VFXve3f2PWSFhEDYQlgERBAGGQVERVFBmVFmdBzXcfzcdRx1RnHGcUfFfQMUENkFQdnXhEAWSEL2pLvT+15Vz/fHqU5v1ec+1ekknc79u666Kjn11Dlv1Vmq+q1z7rd4V/i2k37mBbqcghKej5TXwo9blub7b7yFf1alSniWWt6Ta2lN80XH0ZqK1UNz7/pLrnuJzqNwWymtSXfwLLp4Dc/GyztmJl9WhHUehS/mmWJF63jGIzua5G3luWTJCHlriS0RThzatp2WRDkZpuDB52lN6rxjaU2U7St24tLwx7sj7HcRcsn85S20JkreWtvl/DtDye8epTV27om0JorUan6sSEybGvp4ttxK32D7pvd05QfXmYkceT6BoM/qFgAHtJONf5seaHLmfvBRq/dT66gsz/kxgly2d+e4LBERERERERGRnJmP3ZscdC9n7iMMV7d/cu1ka8rc7xo0vTfjK9vPAb195aPTxS8iIiIiIiIiIhLNLxCc/PXPZhZhzPiRy7WTbVPmfu6g6Y8jaPAlWZ5Tk7nPMp6wiIiIiIiIiIjIAfO/AFYBOBPAzzNjCxwQuWaybQJwCoDBwSS3A7gWwAozu8bdrwcAM4sB+JdMja7+FjnMPfFjntt21P9+jda8/Hael1O6No/WtC3NHlRlBam++Wzlh7m9R+eHPt5TQmeBRFuEfLMNPBNrx1l8WROf5Mvacwo/D71oJ59P2bYUrdm1gq/P+JKFoY93TOC/+fSsqOE1PDoKsz8Vng8HAI3vXElrCpr4+rQUf29m3NMwZNralA+Yvv3VQ/OuBpv8ZHiOUt2xPCetYhNf31Fybho+cBqtqXqJL6ugvpvWdNWE778AMPHbfJ3veX94myd9k88Dc3gu1I6LwvN0AKCgIcL+W8u3v/rjy2nNxD/yAccLbgvPqwOA9kuzv/ZUXt9xpqc4/Hjcc1mEfKRbnqI1DVedTGtqVrfSGtvN87dsLl+fUTLOSm7kuU/p/PBtPTGbZ6DtPWMGral4qY3WNM7lmYrJAv4ZU/Javq4KHlrDl1UU4byBNv66mJ5ZPCfS/vocrUk63397zj+J1nTW8O84BY38WFu6fujn0BA1/DMYWwZf7DRQ0cs8QxOz+D7VeRbPmyzcwdd3lLy12HE8jzO2l+/jsVl830vX8czO5I6doY+XPjr0PbZ0GqWPBufKdKd5W8cVjS4qGe7eambnIxiY8woAF5nZnxCcMFYHIPTA7O6/jLqsXDvZfgfgLQDeYWZfcPfezeNOBNe4HgXgO2b2agBbALwawEkINqOnc1yWiIiIiIiIiMh4tsmsL6nN3SP8bCy5MLP2QZPKAbw5c2McwAHrZLsFwCsApgA4DsCzAODuaTN7L4C7EVyCOrihHQC+kOOyRERERERERERE9ke2YdkPSDZbTp1smc601wF4xd1bBz12n5ldAeAHAPr3vNYCuMbdN+53a0VEREREREREiLE6kmeWNs1199pD0JQjyU8O1oJyPZMN7j5sMIK7/9bM7gTwOgAzEGS43efu/AJzERkXNv7Lh2nNMX/4LK1pW5Ltx4aB4nuy5NP4wOl7T+OZTvN/GJ4RsncJz57prKYlSOfzH0vm3Zg9Z66/refx9ya/ni8rESGeprOK59zk8WgjbH9teI5NZ4Sol7wI7S2M8PWk8Sqet9awOEKW0Daet1bII53QMb10yDR/3gZMb5vNvyFurQrPXEtEWE/FOwafST9UrILnxE7/025a47t4FtieK46lNT1D374hOq7hGXFTfxqe+7T1o3weM++MkKdTxPP1Kv/0Iq1pPzM85xAAKte00JqW046iNaUbeQ5VqjDLscIGTq9YF96e+mX86piut/Ocqrz2CH9RpSLUlPP27DmRb4CTnG/HnZN5ZmL7xPBjTsVG/vlR+UITrWmZx7P8Ku/jUcvNr5pPawpq+TEn3c5rimp7aI138veHydtSR2u6zzqe1sQe4Ck6RRv58aRj4mQ+ny18nftOfjxONfH5xKvDj282mR9Luqv5vlC8IcKHa5x/f4ktXkBresp47qdFOJ5YQ4T1sHQercET4Z9V6alZxhqstX3T08m24BQYkSOMu199sJaVcycb4+7NyOF6VRERERERERERkcNdhKF4+phZnpnx7vyhz4ub2QG53lVERERERERERORQy6mTDcClAOrM7PqoTzCzmwE0Ajgnx2WJiIiIiIiIiOTOx/BNDikzO8bMrjWzr5vZN8wsQnhNNLleLvoGABHSTwZoBlAC4GIAf87xuSIyDr3whs/SmgVfvo7WxIaJW0u09Z04m9/ET75tmxF+KKx5joeBbXg7z0lL5/MMr+Y5fD4Tnk3TmpIbH6U19e/hGVN5bfxbgEc4Ubltevh8Fn2F5/sgwT+yXr52Lq2JJXl75378YVrT9sZTaU3jAv5bVqIry+syoGNi3/RJj/P1UHHTU6GPb/okz7Lyx1fTmuSZy2lN7XKeqTPpf1+mNe1TaAlqnk/RmuKdnbSm7ezFoY9HCU62XTyvqWAGz/lKNTbSmsKdHbSmfTZfVhSdU0poTcWNQ7c/S6YHTE93h2dkJlfwY1LlyxGyt6JcO/HsWlqSPPkYWlO+NTzTEwBSRXm0JtbFj+s1z4Z/FlmSzyO1iuf9VTTz42j7ibym+Cb+OdR54cm0pjCff44XPMLXpy+YRWtaFw7Mo/Mbb0Vrv2N9UR3f/gqe3Uxrdv4z39ZLdvH1Wf6LR2hNy2X8syoxk2dtFj2yntb0LJ0T+ril+YE070m+nGQrDxlNnsc/86J0dCTufZIXRdBxAd/Wi595hdYkPXy7iDVlOU543/RYimccioxnZnYCgM8CuGjQQ98GUN+vLg7g9QDOBPB5d2+Iuoxcz2RbhOBw9EAOz3kwc780x2WJiIiIiIiIiIjsFzO7EMBfEXSwWb/bEO6eAvBVAP8C4IJclpNrJ9uMzD3vZu+zadBzRUREREREREQOrEN9WaguFR0TzGwSgJ8BKATQBOAzANgprzch6IR7TS7LyvVy0d5zifl1F316xytWJ5uIiIiIiIiIiBxM/wCgGkAXgAvc/XEAIONzrsrcz8llQbmeydYbNrIkh+csynEZIiJjSv1xPI9IRETkUNqzoupQN0EkVKybZ2iKiBwgf4/gPMLrejvYItiVuZ+Wy4JyPZNtI4ApAI7P4TknZu5357gsGQVm1jJ40iFpiEiONnz8g7Rmzg1fGTrRgK5ZfeHaE//CA6drjwv/vaF8M+9om/AUP/e74WheYzznGLtO57txVSUPVY4SDt6wkP8WU/kSb3SsJ/y1118wn86jq5I3uJDnzmPy//BBDRLzj6I15X9eR2s6q46mNSU7swRp+8Dp9Ut48HfF0gXhy9lBZ4F4GQ/Kb6uOEELewLf12HE8VL54Fy1BZ3WEAUVm8Y7yKd8I3y4qLl1B59FyxjxaE2UfTywOX5cAULeUj0MV7+LroexXPJw++RoeIF739qE1fsONA6aXbQ0f+KB0J/8DvOgVPigEOiJccDF5Ii2pW1RMa2qeqKc12LKTliTmz6Q1zYNC+bNhHW01q0IfBgCkqvi2lX/nE3xGEaTz+HG98zz+Z0f+7fzvpa7p/HWV/mbg/mCeGjAtXsEHCEg2NdGa6rVdtKZ9Ev/+El/GP2PKXthLa1Iv8sEGGq/gAyjktYcfc4p2JmlHW/1lx9LlTLhnM63BPXzAgsQsfqEVH9oE8AgDAsVS/HjcfsJsWpPXOj28LXXZB0jxooLgPjnkFW0y6xvax91HZ8ScMcI82sBFB9tYbNMRYE7m/p4cntP7l0VOnWy5nsl2P4JOmqvNjH4bMLMZAN6DoMeQf4sTEREREREREREZPb2/kvBfHvr09mrndHJarp1sP0PQYVYK4IdmVjhcoZkVA/gBgN6fj/+Q47JkFLh7Wf8bAD7muoiIiIiIiIx3cwf9rSgyXvVeWckvF+jTe9lFhGtl+uTUyebuGwD8HMHZbOcCWGVmrzWzfddqmFm+mb0GwHMAzkfQKbcewM25LEtEZKyofqHjUDdBRERE5LAWb85l7DyRUXCoRxHVCKNjybOZ+1OiFJtZPoB/RLC2ns5lQblmsgHA+wGcBmBe5vYnAD1mthZB59vifvM1BKM3vM3dI6SQiIhEt/mqfxsyrfR9XxgwfU7Hf9P5JFr57w2so23L+UV0HjPvCc8jAoDW6REyWLJEeA3WE2GshuSw5yL3mfI4b3Osi+copfPDc7N2ns7XQVGEfK7q9bwtDe9aSWtiEd7jip9tpDVVG/gfFDvOGLoi/H5g14q+7LMpj/H10LA0PK+poIl/DHet4GMV7VrBM9BKt9CSUVO6na+s/Dt4ftSOj4XnGFavG53A7rbJ/P0rvGUDrSmfzE84iP2FfydsfCffH8pf4flRWbcvHzidZRIV/f4xupzmCNl45av5D87JV16mNTVP8vfY2vh7U/+GpbQmTnIrAaD01+HJK7HLeGZWlOyozir+OVQaIbcy+RI/Rpb8lW/r29/Bc8cmR3hdRX9+ntZ0nzcwW9DvuxXJc/um9UTIMu2IkKVW/vNHaE3l0Qtpzd6Ta2hNzR38PY5HWFblqgjZbmtIttviBbSjbcLfsmeKDdDDj/ux5Tz3E618/01MnUJrkg89Q2sKp/NIp+R2Hp6aPvuE0MetuTV0uqXa6TJExqmbAFwM4J/N7Lvuzj6kPgFgPoJOtttzWVCul4vC3ZsBnImgN88yt3wAxwJYCiCv3/RGAH/n7jn1/ImIiIiIiIiIiIyCXyK4wrIQwF1mdmK2IjObYGa/BvApBB1suxHEpkWWcycbALj7LgArALwXfafO9XasAcFQp98AsNjd7x/JMkRERERERERERPaHuycBXAGgDcBRAB43s/5Dy3/XzF5C0Kl2OYK+LQdwtbvz0177Gcnlor2NTAH4PoDvm1kNgBkAijKN2uzuutJYRERERERERA6+sZp/NhbbdARw92fM7FwAvwEwB8GJY71r46zMfe+JY10IOtjuynU5I+5k68/d6wHUj8a8RERG0+ZrP0Jrjv3IdaGPt00roPOI8cgs7Dw9n9bMupNnkbz8pmJaU/kCb09PeIQXAGDT3/OPifwm/roSJAJkwnP820Z+M8/EKn2W55k0v34mremqoiWoipD3UreYB98V7R46zXzgdI+QA1SyIzyjpm4ZX09Vd2+iNWXzeG7bpAd5Jlbbgkpak9/Kt4va43j+0dT28AwbACgk32Lym3gGUPMcfqyo+f7DtCaKKHlrUViExNzE42tpTVmW31YtlUbZ7c/t+3/3GUtyalvW5dy9hhdN4DlVe68Jz+ADgMr1fNCb7qMqaE1+K3+Ti3bufyC8pfn+0lPCj+mlT22jNVGyo6LkfKVLIuwzL/AP2LwtEXL42nkWVeKeJwf83zw1YFp8CX9NRRuTtKb7VTxDLrGtgdbkRdi2krX8vWk/cx6tKb6ZZyZi5XGhD7dM4Z+JpS810ZrUS/w1dZ80l9YUP8tz5tKNvD3dF55MaxKrtvOaGn7sSpPjsc+eMXTidsDLS4PHkwbspIsRGbfc/QkzOxbBoAZXI4g8668RwB8AfDFCbltWo9LJJiIiIiIiIiIiMpa5exuA6wBcl7kqcyaCqzLrAGzMXLU5Ylk72cwsBuA8AGkA9+rSTxERERERERE5XJgHt7FmLLbpSHUgrsoc7ky2XwF4Y+bfv0UQEAcz258ePXd3nTknIiIiIiIiIiIHhZk9g6Bv60Z333AglzVcp9cFvW0BcFH/th3IxoiIHAqr//uDoY8f//7wzDYA6JzCf4Mo2hGnNfb487Sm4NUraE1PKS1BIY80QVEtH4S6bRqfT8n28J/skgX846VpOX//YLwx7ZP5bOIR4pFswxZaU1PCc9D2nJQlY8+AZEnff3ecyecz90vPhD6edxTPAOo+djatKd7Nt/XmpdW0pmQbz7sq2cQHc8pr45lYDQt5DlD5FpK5FuFX5+5Svh3v/AjPAivbxnOWCut47lNnDf9tsyjCfNLH8xyqbecM3Y7TX/kNtnyob7ubcV945mTz21bS5SQ6+HtT0MRfUyzJV2jswfB9CgDyzjmR1kTJSsOjz9GS9kvDj/1RXlP+nU/wtizg+VxR+Cs8263hTeEZXgBQup3nIfbMjJBlddQkWtMxaWDGo994K1rfeOq+/3dV8s/Eojq+jZZs5fmrXsCP+yXb+XE0tuxoWhMlb63r4lNoTUFd+DE7v5Hvm7aH56R1XMK/BxXt5p8f3s7fP5s3i9b0lEb4ftLJ29N+ylG0JtER/hmcV5dl2zIA8cznU5SQV5Hx6TgAywB80cxWI+hw+92B6HAb7tvXjwB8AMHloj/sN30LNBbGPma2AkFY3jEAlgDIA7AewA0Avu3uEeKERURERERERGRUaXRR6ZNEX//XsZnbFzIdbr9D0OG2fjQWlLWTzd0/aGbfA9Dg7rv7TZ8zGgs93JlZBYDr0XdJ7XYAmwAsBHBi5vY6M3uTuzdnef7XAYSfOgNMdPcI55mIiIiIiIiIiMgwagCcD+BiAH8HYEJm+jIEHW6fH60Ot2GvI3B3Pl77kasVwAkAVgF4L4BH3d0zA0ZcjuDsv9cC+BSAj2Z5fu+5wI8DGO48ZX5uvIiIiIiIiIiIDMvdWwDcBOCmTL/NCgQdbhcjuCoRGKUONw1EMALunjKztwBY5e5d/aanAfzGzGYB+CqAD5jZf7r74HCB3k6287Kd6SYiY8uz32QnngLLPsRz2yZ/42Fas+UzPK8pv4mWoKCBn4dedwKvyWvh+TNxHmmCdCI8AySvnbel4iW+nJ0reXunPsIzxZrm8HyVnhMW8PacVkRrZt0y9KTlF5KOaXf1Td/0lglDagbzJfNDH69ZzTOAtlxQQmtm3cHnEyXBNbGbb8jb/55n7BXu5dtOzQ/4vtdyxamhj3dW5YU+DgD5LREysXbymoaFfDsu/fWTtCZGMrwAIP+OCBldEczI8hZv8BRm/Ad/73tV75xJa9J7+En+sUqe0xe/bxetab6SZ8T1lPCNveZ7/D3ovojnXcV7wredgtsep/OIon0ez1Qsdr4dNy+bSGsSHXw+HRP4nyuW5jWlv+XvT+nKZYPmC5Ru7QvpzG+OcByIsE9ZPs9bs6k8QDTe1U1rkOKfecnXnERromxfe68J/w5TfT3fF3zpIlqT18pfU+LlHbQGZTzAtnFJFa2puPNFvqzCAloSZduhxwrP9jlu6KkJpvd0H1nXKWp0Uckm02/zSOb2CTObg+AkqbMzt8kY1OHm7sdHnT//FtePmaXNLGlmPOV1nHP3J/p3sA3y28x9Hvp6RQEAZmYIOtn2qINNREREREREROTQcPfN7v49d7/C3acCOBrAFwC0I/jp+Nhc5pfrmWx7AEwEkGUoNOmnvt+/Bw9lNBFACQA+jJSIiIiIiIiIiBwwZpYP4AwEZ7S9Fjl2rPWX05lsAHrHdz57pAs8QvQ/e23w+cO9l4pGuPBJRERERERERGT8MLNVZuZZbmccxDaUm9lbzewmAHsB3APgIwguFTUALwP4MoCTc5lvrmeyfRXA6wB83MxudXedjZXdRZn7NgCDQ/J6O9neZGaXI1h5OwE8DeCXAP6QuUZYRA4jq77Oc9sW8HiaSHlryQjnEndV8ZygvCZek2jny5r2V16041XhjZ7xVZ4vtfftPDNm1j18zJjEPXxZDR/j2Xh5tTybrHotz91pOWZo/pGvswHTa1ZH+Fh45oXQh2vfy/O5Jj0dIedmRz2t2Xsmz9aqrmulNflNEbL6fvoIrdnzfr4+q9aFZxtVrOXbefOiclqT35SkNZMjxKQlpvO8uniE7J14Bc8va7rwaFpT0DB02/F7bkXPeX3fS/PuCn9hHYun0OXkvbKV1liCf72NL1lIawrr+Loq/zlfWS1v5dlulbeupjV73ros9PHCFeGPA0DnxEJaU/JiLW/LOVNpzYRneCpK8wKeiVX+Mj/WNi7m80GEr9fJkoHbjtvAaV1VfNvKO3M5rWmdyD8bytY30prU8+toDU7jMUIWIWOv7Y3huZUAz1yLst9FeU2J52kJus8+gdZ4nH8PqnzoFVqTbIrw5e2Y42hJopTnoibW7A4v6MnyPcgd+S9lcihTEb7YjSeeuY01Y7FNB1EmQmsegM8AuHvQw+FfaPd/2dUAXg/gMgCvQRDxBfQlCq9DMODBje6+aiTLyKmTzd3/ZmbvA/BNAI+a2ZcB/Gp/hjcdb8xsJoLeTwC4zt0Hf0ObDmAbgktvYwDm9rtdBuABM3v9SPLazKwlSlmu8xUREREREZFxZ5NZeAy/u5cdrMbIEWMKggiyu9z9MVY8GszsvQj6W84CEEdfv4gDeBLA7Qg61va7k888wi8X/Rr2scw/jwNwBfr6YFsA1AEI+4nI3Z0PF3MYM7M4gNsAXIggl22eu9OfNsxsHoBPAXhnZtLN7n7ZCJYftZNt388kxcXFCDqSgba2NpSU8F9QRMaysbwdt2f7dXGw0fpla7S60yO0J8ZPfkKaDNYZ6+FnGHgiQsJBhPZahJHW0nl8dNFYki/MYyNbEelUN2JxfqZDf5YKfw89L8L7F+GEOUtHeN0Rzg6w1CjNJ8nXp0dYn+y1RznTI9L6HqV9PNJ6iNAett0AI9/3Bm/HbN/zOF9PUfbfSAfACO+NW5T3L8L2l4jwupL7vx4swv7rEd6aUdvHR2sbjfK6ImyikY4Vg7bBIcfiSO8fr4m0HqL8jZaOsLBYhOPfKB266P4Qi/I5NEoX9EQ4nkQSYTuOcpZkpPWQw9/luUh5D+KWl1mEI40B54C0gazew6mTzcwmIjiZBQCw+L2fR6I4wpmuB1myvRVrv/vp/pMmuTs/jfgQMLMzEZxEtBJAGYJLKH8J4Ovu3hn23JB5ngHgIQDVABo9l06pETKzNIJt3RD01dwF4A4EHX186PIc5Hq56JfRtxP23huAcgRv+HAMo/a1cnSY2TdG8LRPunvY9S3XIehgSwN4e5QONgBw95cBXGVmzQDeD+BSM1vi7mtyaVyUA+DgA8/mzZsxcWJwDVtpaSlaW/nlOyJj2Vjejhf853W0Jsrloh7hyJ3iI8VH+pJ/8C4X5ZdcRblctGzb6FwuuuND/PLCmbfxz+PWRVW0Jtsfq4/+/hM49ZIv9dVEWFelvw9/D/e8h18uWraN/xFa+sx2WhPpctHH99Ca2jMGjx00VNWPI1wueu3+Xy5aUDs6l4tGuQQxisIXd9CatuUzaE3xQ/zSrJFeLvrQPZ/Cmed9Yd//2eWi/S8tHQ6bBwDEyyL8PTiLX+7YMZNfSpt/Z4TLRd98cC4XnfAc/+w7HC8XLds4OpeLRrm0PHnuwM+ZB+/7NF517uf3/b9jYt7gpwxRupX/zdlxMC8XXckvF00V8Q6gzir+2ktufDT08fgxES4XXTM6F0ilXzU6l4sWRDjWJnfs5A06NcLlonsiXMjEfhjJ8oPuPdu/g/OmXwsA6E614887r+//8Nyx2rkzKnS56D5mlkBwUs9nAcwA8BN3v4o856MAvoKgP2c3glz5pQD+A8AbzeycqH0eg8zL3NcCSJnZRgC/APDfI+24y4EDeBzA3wD8bbQ72IDcO9mA4X/rONwuQ/zACJ7zRQBZv8GY2QcQdJABwEfc/Y4RzP/z/eaxEkBO4AwQugAAIABJREFUnWwiMrZt+Hee23bCtbwjrmQn/yN95+n8C/PUh/kvry3T+XxaZhfRmulfCs9p2fr/eCdI9Vre3u4y3t49/8aXNe0r4e0FgNp38/kUNEd4j2dk+WU/BjTP6ptevId/G+s6L/wPionf4q+p+UreGbDr72bRmvxW3t7khpdpjZ81mdbseR9fD1N/zCM10ovnhj4e6+AduE1z+Fkapb/mnbzpV/FMp565vAMyyh+QO9+5hNZMu2kzrUlPGZotaO4oqOvoqyHzKFrD/5jtOJ93tqd6+PbXMpt3clTewDtl6v+Bb38Vm8M7cAGg7dXH0Jqa74fvw7GjeQdG8QaeaefT+LZVsjtCZ/Fq3llSVM4Hb2ufzoNIq57jf+NFOT9q8I8w5qkB04rPOZHOwx56htaURMjPwzaSvQWg6+JTaE1BbRetyXuId/LidL6u4svCO+RTJXy/a3oH/xyK0mGav7WB1nTMq6E1ydl8f0CETrZYZ4SrGSJITgv/8S7rcX+Hoeeo4PO0p7stSAOXI4qZvRFBX0bkKwvN7PUIMvnTAN4G4LfunjKzFQDuA7AcwPUALh9Bkx4DcAGAdgBzMvP/AoBzzOy8A5RR/34EbT0TwYlRFwCAma0F8CcAfwTw4GicVZdrJ1v4N9DDiHuU8wKiMbN/ANB7Ztw3+/071zbVmVkDgCoAY++8VhERERERERE5nPwngPkILvOchCDwf1hmloe+Po1PuPuveh9z98fM7CoEgwO80cxOcPenzawAQT9GmJS717r7WgBrM9MeAvAzM/sRgKsRdH79KadXF4G7fwvAt8xsKoA3AngTgNMBHA1gMYAPAdhhZr9CMO4A/8VkGLkOfMCHVznCmNm7AHw/89//A/CBkfZ+mtkU9G2Y/KduERERERERERnCMDYvtzsEbfoygKfc/VkzuyFC/fkIzjDrBPDtLI/fjODy0ckA3grgaQRniN1D5vtKZr7Z/ABBJ9vJOACdbL3cfSeCE6O+aWbT0NfhdhqCQSo/DODDZrYOwSWsv3L3jbksI0L6pAwn04Pbe1H7twD8y36eXvhvmfsGBBuqiIiIiIiIiMiIuPsP3f3ZHJ5yceb+dncfMrhi5nLOP2b+e1pm2r3ubuQ2J2SZvX2Pu3Jo535x9x3u/r/ufgaCDrZrANyCYECQxQjivDaYGc9c6WdUOtnMrNzMKkdjXocLM3s3gB8h2Bj+E8D7WQebmU00sx+a2YmZkUh7p1dlBmL418ykq9w9Qty4iIiIiIjI2JeOMsq1iIwFvUG/YVfX9YY5Ts915mZZh+/+RwBJAPfnOr/R4O473f1H7n4pgGkIBohoR9Dfw0cP62ckAx8AAMzsBARnXp0NYAIAN7Nj3H1IyqmZVbk7T588TJjZO9B3BlsHgt7b+7NvK3jW3Xs7zy4D8K7MrdvMNiDo6FwIII5gUIWPu/utB7D5IjKGPf0dPjjC4s/wwRGmPcRDqUue56HKtcfzz80oI1I2XhUeZByLkAdcWM/Dw/cs5yPnFUYYQ2jTf0YI03+Ev8fd5XwghijDCVU9Xc+XNS18RMW69/LXlORvH/Ii/ASU4tnW2PrpCCO4fp7/cJg+m48gt+MaHjJesjM8Y9djJXQek57hG3LHJfx7WskrfJTIZDkfQjjWxXODp93CBxvYe/ZsWlP54jCj4vX7/TFx1JzQeSQ3bqbLKYpFuMimgL838fv5wBvxCAMJlG/h6zzWzddDQSc/jrL2WBvfOZOL+MAl9cfybX3iDTzVJHnaUloT7+Kvu+x5PspmlIFU2OcQwAe7yK/jI52mVvJRJP2R53hNMR/woeC2x2mNncQHLIjN5J/18fufojXpBBmB9LSltKOt8gV+/IvP4cek5MubaE1R9r/dBkhv2UZrYosX0Bps5wN4eneEL0PkdeVNn5Zlxo68jcF3Pk8dYedxaHTRkZqTuQ/7Y6H3y+k0M4tFHazAzPIBPGJmvwfwHIL+kLcj6Cv5WLb+pAMtkyd3OoBXZW6nAuBfJoaRcyebmRUC+AmCa1eBkEuKM2drPQbgeDNb4e786Hx4eHW/fxcBOCvi836C4NTDywAcBWA2gG4Ew8c+DeCrmWuERURERERERGT822RmoV1v7h7+a+roKs/cR+lkSwCYSGr7K0QwOunlAD4KoAtBZ9t57n5v7k0dGTNbiiB77nwEHWu9nWr9+7fWI7h8NKeToEZyJtvPAVySWXgTgtEgXpetMDPE6w4EpxteBGBcdLK5+1UArhrB8zoA/CxzExEREREREREZS5IIOp3CLsno35fET/PNcPdmAB/L3A4aM+sdVbW3Y21y/4d7m4fgBKhbAdwy0rPqcupkM7MLAVyaWfhPEIyk2WxmYacG3oWgE45fzyEiIiIiIiLjTv6GneheMPVQN0NkLJrr7vya4oNnG4BFGNgRNVhN5r7Z3fl13ofeLvRdqNv/bLUOAHcjOGPt9tFYD7meyfaOzP3jAP7B3XkgTbCCgCA8TkRE9tPaz/HctiX/znPbYt0Tac3Mz/FMrORrTqI1NZuGyWvKqL+6is5j72IeGFZcy0MuWmbyDJa5t/HMkj0n8bycLv6y4FniadyA7oq+/zcurxlaNEjDwvDXlejgbZn6N/66E418RrWn8vaWvcLX1Z738dw2jxB7V9AYIfyEbBYFzTxqpLOaN6bs1zxDKR0h1qTx3fy9idLmXRfOpDVRsvoq1w7zBvbLPOqcNyF0HoWdXXxBCf7VtXtqOa3BNP7bb+NcHseSH+E9LnxsA61pPm8xrSlrD89rSlUU0XlYD2/vxJ/wAe49zfepZCHfH4pf2Epr9p43n7fn1Em0ZsJdPKOr9e9PGTjfP96Kztf1TSt9lM8j0cS3m/p38Hy4kh08nyuvke8zqRKSkwbAVm2nNVHyL7uqwpdV9ugryN8Qnozj7fwzxmfxjrruC0+mNbFdEU6+ifPtOLmW7+NRRGlz/h1PhLdle5acTU/vm570CMfZccQ8uI01Y7FNg/R2soUdXHs/1Hm469jR+6VkN4DbEJyxdq+7d47mQnLtZDsZQe/f/0XsYAOA3iOpOtlERERERERERMau3l9ATgmpWZ6533KA2zJaXkDmMlAAj7v7AevqzLWTrbejbG0Oz+ntLeSnTIiIiIiIiIiIyKHyIIIM+gvMrMzdW/o/aGYJABdm/nv3QW7biLg7H/J6lISPoTxU7/m7/BqZPosy9+HXComIiIiIiIiIjAYfw7eBNplZS+9tVN+DkfkDgBYEgx/8U5bHrwRQhWBk0F8fxHaNOgtMMrPS0ZpnrmeybQVQCWAZglFFozir33NFROQgWPOfPLdtwZd5blvR0Tz3KUoOWgEZ1HvBT5roPJqWVNCasl8+wufzGf6atryW/5ZkEUITiiOkVKSyxCiZA4X1ff+P8rr8yvCMn6Ja3uC64/jrrtzAvzqUv9JNa9on85ygabfxrw7bLuWZYtXP8e0r/cwLoY93XLKCzqOnmP922XURzzAs+CPPbZt0G88AanrVPFoz4bs8d7H5bTw/Culhsr76TS/cEJ4l3Piq2XQx5ev53x55tTxnKfUiHzBswma+bbUt49lQPpsnprRN5ttOXnv4/pl/O99uGiNkgcXnHU9rKp+tozX5d4ZnRwEAJobn9AFAdznP0SzfzPPLUMwz6wpvHfgemqcGTGu/IEJmVoTXneiYwWvufZLWtL+BH5dK7+cXINnM6bQm9gDP6gM5TkYZ9CDRxtdl+qnnaU1eBd+OseYlvqxu/nmWmMwzAT1C5mTxpkZawz7J49VZwmDrbd/0eLoDaKCLkSOcuzeY2RcBfAXAl8xsI4Cb3D1tZmcA+E6m9OvuzkMdx5jMmXjXAHgrgFORGUU108F5H4CfuPutI51/rmey3Y3g8s+3mhn9xDOzZQDeiaCv9oGcWyciIiIiIiIiMn7Ndfey3tuhbkzGfyM4Sy0G4LcAtpvZagQnWxUCuAnApw9d80bGzBYBWA3gWwBOR3DimWVu5QDeAOD3Zna3mfGRvLLItZPtRwBSCHr7PhlWaGbHAfhNv2XckGvjRERERERERERG5FBfFsovFR2T3D2N4EyvawA8iaADagaAvyHIa7s8h8EwxwQzmwvgYQAL0dexBgC16Is3651+LoD7zYxfSjNITp1s7r4WwHWZhX7WzG4xs/P7lSw1syvN7JsAHss03gH80t1X5do4ERERERERERHZf+5+lbubu18Vodbd/YfufrK7l7h7lbuf4e4/OZCjcx5Av0CQJWcANiLoLKx298nuXglgDoIrMXdkapYA+GauC8k1kw0APg5gJoA3A3hd5tb7Bv+uX11vr+BTAN47guWIiMgBtOHjPLdt/n99ndZ0VfG8nM7K6tDH23g8DRLtvKbx0zxvrXL9MNlR/TQdxX+DivGYFhTVp2hN/dL4kGkOoKuy7/97381fV1eWGJb+infx70LFe/h70zqdZ6nF+MuG8UUB+fm0ZPr1q2lNw+v5gFJVycWhjxf9/jE6j54I2WUe5/tLU4TcrIJG/ia3TePbcekpx9Kayhd4pl3nlJIh09xswPT6cyuH1PRXvZb/IJ5+eg2taXvjqbSm5EVagpYTeJZa2VM8iqZ1Oc+7mvJ9nr8VmxB+1cqO9/HjRCzCOQcVL3XQmuQ6nmUVX7qI1iTX8GzBiU/xHL7uqkK+rJc30Zqui08Z8H+//VZ0XdQ3rXAnf29wEt+nSn73KK1JLOCZivEufiC1GvLhEFFi3lxaE+U4yfSccyKtyV+ykNakuyN8EB09n5bEEvw42hlh++us4X92Vz64mdb4GeFZcx0VQz83/Y4YOlYuAAB0d7UC99DFiIw7ZnYhgisyHUFn27sGn4nn7lsA/MzMbgHwKwQjqL7NzL7i7vwLSEaul4vC3dPufgWA9yE4rc6GuaUBXA/gLHfnCbRyQPQfpSQT5Me/YYiIiIiIiMh4N9ZGtRxV5mP3Jgfd5Zn7dQDeHXapq7s3IzjLrXeUnytzWdBIzmTrXfC3zexHAP4OwNkAZgEoyjTkKQB/cPeNI52/iIiIiIiIiMg4t8msr+ttDA1+MJ6cjuAstu+4Ox3G2N1rzexbAD4DgF8S0c+IO9kyC+4EcHPmJmPQ4B3UzCYC2HOImiMiIiIiIiJjw1x3rz3UjRA5CKZm7nk+Q5/e2mNyWdB+dbKJiMj49tJHP0RrFn/mOlpTsSn8B6OCJv5xFO/i59a3TeEpCHXH8Zppf+XBRQV7eShbYns9rWmfPHPINHOgqN9X3mQxnQ1q1oS/x7tW8HyzWV9/htbsftdyWjPlJ3ysoz1XLKM1nbN5llBiw8u0JtbDt50d54bnBiZW8ryriU8105rGxfzH6cK9PEvIkvw1TbuV54Wlq4ZmqQ2264zwLDUAmPzI0KuMzIGC2s59/59xd2voPJqO5gN4xc4/idbEu3lOVWIWD4Is3dBIa7yE75yFt/Ccqu7z+Otqnxyeh1i2nW83hbVdtCad4LmBiaIiWtM+h6/PorzwLEQAaFxQSmuqH9pKa7oiZH2VPDYwVcXS6QHT9p7HM7xKdvHPhqFJnEMlIxzbuk+YSGuK0/xYkd7Df3+PTQg/RgJAvDr8mJ3a20DnkV/HU4ZSFXy/i7Id5zfwsNfuaXw7TtzL/2YvPS08Sw0Akjt30ZqeE2aFt6Vl6HcB877p6e7DajDII4k6Ow+83j82OkOrBupdJzxctZ+cM9lERERERERERMY0H8M3Odh2Z+75qDJ9jsvc781lQSM+k83MChBksZ0MYCIA9tOsu/u7R7o8ERERERERERGRHD0OYDaCQQxujPicSzP3/BKNfkbUyWZm/wzgcwByHRNanWwiIiIiIiIiInKw3IpghNGLzey97v7dsGIzezeA1yI47/CPuSwo5042M/sagH/t/W8OT9VJkSIi49Daz32Q1px18X+FPt64gH+cVEQYr7p0B88kKuMxVWibwj8eW2bymuQpPDcmryP7dOsXK5UspLPBrlPD85qqX+Q5VbFi3t78lgj5ZtfwvLWyLXxd1R3Lc+QmOs9Z8jjfviZ/4+HQxxuvWknn0bCE563ltfL1UHgnz8arv+pkWgObxJe1i+cfTfkezxvy4xdlf6BfMEnrUeWh84h3820rSt6a5/E0lNbjp9Ga0sc205pUHc9dxMrjaElnDT+esGzBgnqeBRbrifD+PcZ/sOdzATqrefJYT2n4NgEA1Q+8QmuSs3g2WVcVf4/zpg+aT60h3W9a4V6eZxW/7yla0/hOfjwpbOTvcuWzdbQmuZm/f/FjeTZecvVaWhNbHp4NHpvD9zt00UH/0DSfZwJW/PQRWhMpnWwqzyHd+26e2Vn9w/DPGABov3QFrSlfFR7blarJnmEY7wo+c+M9/LN3PDEPbmPNWGzTEeA3AL4IYBaAb5jZVABfc/cBgbpmVgTgswB6/8DZC+DHuSwop042Mzs+szBH0MH2ZKaxrwCogzrSRERERERERERkjHD3pJm9E8B9APIAfBLA+8zsYQAbEPRvLQFwAoIrNg1B/9Z73J3/ItlPrmeyfbLfv9/l7jfk+HwREREREREREQlsMus7v83d+anxkjN3f9DM3grgpwAKAFQC+Lsspb0dbP/q7jfnupxcRxc9MbOw69XBJiIiIiIiIiJj0qEeQVSji4457v47ACcBuD0zybLcHgNwtrt/cyTLyLWTbXLm/u6RLExERCSbuTdGyDWS/VL660cPdRMOa57rNybJWdHvHzvUTTispfN5Bprsn55Svcf7I/30mkPdhHEvSqaijElz3b2s93aoGzPeufsad78YwBQAbwbwIQD/DuBqAAvdfaW7PzTS+ed6ueg2APMQZLCJiIhE8pfbPhr6+AXLPkk72jyP/3HTvIiHaJdvaKU1DQv5fCpe5qHUySIeuJ/fkmU+DhTv7gsnrvke73you5YHL7OOtroI4f6JTv7z64TVPIC9ZSYf1GDGH3fTmu5pFbSGBcYDQPrsE2gN7WiL8Mt0w0K+HZeV8AEoqq/nIdrps/hrsg1baM3Wfz2J1sy4qzHLVId19W3H8U6+z4xGR1vnlXw7Lmjk4d/J3XtoTXzZ0bSmfhFfn5U38JD2eEX4tt518gLa0dY5sYAvZ9IptKZoRzutqVjPa9L5EXqvu/nxpOFo/h6X7OQx9901A+fjZkOmsY62whOW0OUkuvjBomR9A63pmF1Ja9pO5fvDhDtfpjWtbzmV1lT+dWvo42nwjrZYAR/pp2LNeloTZTCHVITBHBItXbSmah1fn7HjwgeFAIDim/nxL33iUlozpKPNU/umufPXI3KkcPdaAL8b7fnm+rvsPZl7/ukhIiIiIiIiIiJyhMi1k+3/AKQAfMDM+M/zIiIiIiIiIiIHmwM2Bm/KZDs4zGy5mX3bzB4zs+fM7Fdm9v/MbNaBXG5OnWzu/iKAzwE4HsB31dEmIiIiIiIiTMcbVhzqJojIEcLMPg/gCQDvQTDQwVIAbwLweQDrzewfDtSyh2Symdn55DlPIhj44BoAp5jZ9wG8BIBe4O3uD46kkSIiMr7dueqLtOa0N32N1jTP5L8dld/Cs2fyT1lOa0pu5AMJbP84z0nLb8mS7xMDWqf3TU9fzrNwekgk0Y6P8bZUvsRzqop3dNKa+mNLaI1HyA/3nTyTreP4ibSmZTrfLlpmhOcATXyW59i0zuA5c5URsvzaz1xEazzOf+fsLuWvu2rPNFqT4NFaaFkwNMfQV9uA6Wyf8TP5ftc4P0Je0ya+rmIPPE1romifzfOpK9dFeAMjSDU1hT9eyNd32f3r+HL28iwwP+VYWhN/cTOtAXlNANB8Ke+YqfoRz7SLov2yocfa7oq+P5dKfseP++1/zzPtogxE0/Mqvj/kN/JtvXBHC61J1fN1XvnwNj6fadW0hnW05bfw7LyCdbtoDXr451kUsXaeCQh+WAfWb6IliflH0ZrUc+H7cFuW7wt+861ouzSY3tPZCtx6G12OyOHMzD4I4JMIzhnM9oUpH8FJY7vcfdR3iGwDH9yJaCcwGoBlCC4hjcKHWZ6IiIiIiIiIyOgZq5dmjsU2jRNmVg2g99f7NIIrMf8EYAOCsQUuA/BhBP1ZPzSz2e7eMZptGK7TK+ploLpcVEREREREREREDrW3AihC0JV5ibv/sd9jjwJ41MweRTCqaA2AKwH8YDQbkK2T7SejuQARERERERE5shU09KCrKu9QN0NkLNpkZvvOb3N3nkUgwzknc//goA62fdz9JjO7G8D5AC7Bge5kc/erR3MBcmiZ2eAgBp19KCKHpYd/+2Fac+rbeG5b3dt4zk1BEz+Pf+unecZZTymfz6RnsuTPpIHKl3r2/be7jAeYxUj8TB6PPkL5mnpaU7eSZ6BNvuMVWrPtTbN5g/L5H2NNc3kOVX4zX1R3RfjjsWSU0B0uSqaTJfjrbnv9ibSmeE8PrTHn2yjbtgCgpyTL1wsbOD1b3lV/Uba/qoee4Y0ZJd0XnsxrIuybrdN4RmFZNc/xKl4f/v7EtrbSeWD6ZFoST/FtPR1hd2AZcgCw95ooWZE8BzKxeAGt6Z7M/2Ytvmng/mmeGjDNImTRlfz5BVrTcQHftoq28yy1dFGEY+TSKlpT2cOPx91Th+YuDpZ4+PnwgpVLUdAQflzKX7+DLqdn3hRa0zad5zcWRXhNsb38KrL0c3ydR9GyfBKtKa3kx5Mcje/OHV0ueiQ6DsE7/AtS9y0EnWwrR7sBykgTERERERERETk05rp77aFuxDhRk7lno42sz9yXm1m5u0f4STYadbKNc4N/jTCziQD2HKLmiIiIiIiIyNigzh0Zb3r7P1ifx5Z+/64GMDY62cysFMCrAZwEYCKANgA7APwFwNPuEa5BEBEREREREREZRebBbawZi20aR7oBFAAojVDXq2s0GzCiTjYzSwD4BIAPoa+ncLCNZvZJd//NSBsnIiKSi0d/wXPbTn7X12lNyXb+Wds8i+e9lG3mMZgNC7Nk6tw3cHpPhIQUyxLtNqAte3mwVu3pPG+t6keP0Jqmy8OztwAgL0J8VMs5i3h7NvDXVXr/OlrTdfL80McTjTyXp6CJ5yOlzuFZartPLqA1E1bxvLUomS/pLdtpzaTH8mlN0+Ls2Ubxfs1Mk7enYXlNeAGAqs5uWpPesZPXdPP5FD++kdbglKNoSbwzQm7g7Y/TmoYrwversl/xvL/EjOm0JhkhSy2xl+eFtV/Ec+YKGnm4W+yBp2lNz5k8azN/R4SMuCsHRvP4r25F8xV909IR/nKyxTy3rWJ9O59PEz9Ids2YSmvyWiNk7BXzfTxvFbvyCsDCuaEPpwr4vtBwTvg8AKDsl/xziP11DQCJBfNoTXLDy7Sm9c38My8/wnooX8e3UesO/7Avf37o9xdLOcqf3wsA6E620WWIHOY6EHSysS8Vlf3+PapX+uXcyWZmZQDuQBAQF/bXwzwAvzSzswH8k85qExERERERERGRA6QDQQfaVWZ2Qkhd769O3QD+n1n4D+Pu/vmoDRjJmWw/B9B/KKBnEFweuhZACYBFAM4AcAyCTrh/BLAbwGdHsCwRERERERERERFmF4CpAC7J3MI4gHwAn4kw3wPTyWZmFwC4ONOYOgDvc/ffZamLAXgHgP9CcJreJ8zsp+4e4bx7EREREREREZH94IgUnXDQjcU2jR9bAISdwTYSOa2xXM9kuzpznwbwJnf/S9YWuKcB3GBm2wDcDSAO4J8AfCTH5YmIiIyqJ370IVqz8IvX0ZooobWT/sxzi1rmlgyd6EDxnr78loYqnmPjJMYr3sMb3DKLZ8h1fuQ0WjP1vx+mNR3X8vmkeEwQ0gn+3tS/4WhaU9gQnpeTWL2WzqPpXP6aCuvjtKZsG19X7ZP5V7iCZp4B1Hr5cbQmyraeNffJgXhn3/Timx8LnUd8GV9PSPMMvvYLjqc1UbKhKh7eQmvy73iC16zk73HzoCywbKrvC8/EaoyQC1WxpoHWYBsv6Z5VTWtapvFtdNJf62gNX+NAqoDvV02nT6I1FS8NzF60NFC2uW9avCVCJuBzL9CaxOyZtMZLimlNLMl3zkSEbZQfKYCe155Ma4qefSX08bzneT5m9xv5dtz8Nr6/lL3CczSxM0L+4DyeEVf5NB+c02vraY1N4PtV6zETQh8vaMiS12mG5ITgu0aSb8Iih7v/AnDLoWxArp1spyPoxfvRcB1s/bn7vWb2YwSdc+ePoH0iIiIiIiIiIiKh3P0RAHx0lAMo10623q7zh3J4zl8QdLLNyXFZIiIiIiIiIiI5M3fYGBx/MUubNpn1nTfu7hHGlZexip8rP1DvOd0v5vCc3nOmc12WiIiIiIiIiIjIYSHXM9k2IRipYSaApyI+Z0rmfkeOyxIRETkk1n/yg7RmxTu+Tmua52XJWxukcvXQjCRL+4DspGQhz2kp39wV+vj2swrpPGbexzNs6pYV0ZqGq3leTl4r/2W5eE+WbJlB9i4mYXQALEKoU+u08Eyn1vdGyKL7ztO0JnnqMbQmb08rrak/pYbWFG9vpzWNR/Efy6d+jWfsdV+YPa8p0dGX9hQrCt92Uqv4b7jtl66gNeVP76I1aOHv8e7LFtGa6hcn05rWmXzfq1zDs6G8K3wfr3xsJ2/LMt7e5BKeiVX6m0dpTc0DtAQ4djEt8TN4xp7HeZ5k5Q0juHrIU7C/Prvvv50XRMglS/PXlCrmgZP+2Cpa07mMr6vKqVNojVeX0xrcxbPdsHhB+HIWTKOzKLmRb1tR8htb5/HXlFi9l9akmiLkti2aT2s6Tg1/bwCg6JH1tKbw1vBxBFPnnDh0ovXll6bTfF+RQ2Kuu/NwPzks5Hp22c0ADMAbcnjOqxHkuN2b47JERERERERERHLnY/gm41aunWw/BVAL4G1mRn+mNrP5CEYVTQP4bu7NExERERERERERGfty6mRz93oAVyHoe73LzN5oZlnPOTWzZQDuB5AH4FMnLHikAAAgAElEQVTuzs95FhEREREREREROQzllMlmZhMArAXwYQDXAfgNgJfN7C4AvUEQRQCWA7gw8/8XAMTM7BPDzdfdv5Rju0VERA6px376IVpz/sov0JrdZwzN1vIXbcD04tr0kJrBao8Pz32a+Xmeq5V+1XJaU/kSz0nLi5LdE8FwOV/9le7ggWssbw0A8trCr91gjwPA3rfw96/mtrW0ZueVPG8IfJOAP76a1pQs4Pl5e97H8+im3bV7yDRLO4pf6ss8qn1LeLZW1Y95ZlbTUXxdtk+aTmsm/uAxXvOzZ2hN46U8L8zSfNuxTTy62GeH51mlnnsh9HEAiC+cSGvyG/k+HkXb5TwvrGR7J63pn4k2nOQlPKsvf8UyWhNvGpRLuTaGRL+csdYKvv3l38n38dFSvLs7QhHP0UyX8tzA7otOoTVWG57r2VOWR+fB0+qi5TeW5C3l84mQt9bzWv45ZPfyPM78dS/x+UybSmvi08JzFeO1WfIm3ZHfOz3ZRpcxnhgAG4OXZioZb3zLdeCDwd+gDMA8BJeEDmYIzng7BgD7K0OdbCIiIiIiIiIictjKtZMtW6drWEdslE7aMdi3LCIiIiIiIiIiEl2unWyfOyCtEBEREREREREROYzl1Mnm7upkExERkSNOd5khv0Un38vYlZg8Ccndew51M0SGVfjA8+g8m2eliYwax9i8bm4stklGTa5nsslhxsxaBk86JA0RETkC3f3Ip2jNKe/8etbp/YP285uSdD7T14QHOG//AA+vn/wYD0SOt/Og8oareJh+zRP1tCa/gYd6x7oihLR7GS0p3tYe+vjeZaXoLgv/CK3cwN+bnmVzeU0xLcHE1XybqLuWr/MJ3+EDYhSfdxKt2fa6oWHc/k0bML2gaf//qpj24OCvNUMlS3h0up/M/9D3R5+jNQXNfOCNgtsepzV73sPXVaw7/P2b+Kc6JCZPCp/J3U/S5XREGESgbPZMWlPyu0dpTZQw/fzT+OASRbv4vhdvDN/HASBZUzpwghmS1SX7/lv5xC46D0ydwmuMfx1P7thJazom8m09b1UjX9acalpT/ORmPh/SyWtFRSh84PnQmthRc+hy2hfxATwS7XzfTEc4thXu4Mccm8Tbk9zJt50o65z98Z6ekn1den7wTLchc9hk1jc0gHuED0wRCRU71A0QERERERERERE53I3amWxmVglgOYAlCEYhfcrdN47W/GVkBv8aYWYTAehaAhERERERkSPbXHevPdSNOFDMg9tYk6VNOqNwHMnayWZmeQCuAHCju9Nzq83sPQC+CqB00PQnALzL3V8YhbaKiIiIiIiIiIiMScOdyfZaADcA+KaZHe3uO4abgZl9FsCnkD3r6xQAfzOzM9x9zX62VUREZNx5/CcfGjKt9KZPD5h+/Puvo/NJLwnPhJn8Pzx7a+81PBeq+no+n6r4Mlqz54wJtKZ0O88dK+DRbmibGufLum9z6ONlVYvoPLor8mhN0dZWWjP9y0/TmsSc2bymhecs2UnH0ppYF882ig1T0n965foOOh8mvmMvb0sVPwHAdvMNp/HNp9KaZBHP1rILTqY1RXVpWlN8E8k4q6mh84ii+Da+/aWXLOAzeoWXFN4fns8FAKkT+b6XLOIX59gTERq0ftCGnE4Dj6za99/2155IZ+F5EbaJHn5qTX6EfK7S3z9Fa1BeSkuSxfwYGT9Yg2pEyKsrqOUZfPbCy7Qm3c5z+lIWIV3J+f47Wrwz/LVbR5acUu+bbskIOaZyKIzrMwqPNMN9Ir0xc/886WA7FcAn+03aDeBOAK0AzgSwDEAFgF+Y2XJ3H4Mna4qIiIiIiIjIuKLRReUQGK5rfj6CVX8nef5/9JvHgwCWuPvV7v5+BPlsX8o8diyAi/azrSIiIiIiIiIiImPScJ1s0zL364d7opktBnAOgs64VgBvd/d95/B74JMAnslMumT/mysiIiIiIiIiIjL2DHe56NTM/Ushz31Pv3/f4O5bh6n7HoDvAuDBFiIiIjLEs9/8IK1Z+tHw3LbY8mPoPNI8UgzJ15xEa/IbeF5O0zx+rUTlSzwLrKc8n9ZMuXUzrek8NTz3qWkOX05eO39NHuP5SE1n82y84lq+rGQBLUHFxi5a013B866m/OCZIdPW9KQHTI9NnhQ6D1/Ks7eaF1bSmuKbH6M1sROW0Jp0hGyt6lXNtKZpcTmtKfvlI7SGKuDbaBQtl/HcsdLfkHw4APFjF9Oa1PPD/p6/T2JvG63pPopvFx4hiypeXTVwQj0Qr6rY9990QZR8Lr5vFtz5BG9LWYRswelTaE1603B/ovVrz22P05rRYEfNpDW+k8dSJWfxvMmC6VNpjdXzjEdMDc87BYD0uk18WXn8OJru4LmVPnd66OPJkiwf5GsNPRNLAAA93XQR48phNLqojCPDfVLUZe4rsj2YGX30yn6Trg9ZRu+nJ/8UEBEREREREREROQwN18nW2zE23E9QlwCoQXCp6JPuvjpkGb0/8fGfbkVERERERERERA5Dw3WyrQVgAK41swFjOptZEYAv95sUdhYbAMzL3PNxqEVERERERERERA5Dw10c/j0A1wI4BsBPzeyf3b3RzKYA+CmAOZm6JgC/IstYmLnfvH9NFRERkeE8/1/huW2LPxue2QYAcR6lhlQRzyRKdfFwt9KtPO/Kkjy0pHk+X1ayiOcA5bWF57/18HgkpPP5ayr/Bc8+ansPz2SLd/H3Jq+N17RP4TlebVP4Om987/Ih0/ybv8GOftOnXPdw6Dxa38Lje5OF/D0uXnkcrUnTCqDqT2tpTc/SObTGUhHCdyK0edeKktDHp99bT+ex98K5tKb6h+HrCQBw2vG0xLuStCZ9Jn/d8UZ+YCrcw2vi03hGV2pP3ZBp6ebWvuXcwvP+4qX84p2216+gNaXP76E1e0+cQGsK5/C8uvwIGXFRJOYfFfp4cg3P4PMz+LYVf2BoBuRgqXic1niK536ml/F9pvV4nlVavrGd1iT28IxHbA4/b6XrVfOHTHMDumqCY31P1xEWyuaZ21gzFtskoybrtyZ3XwXg1wjOZnsLgDoz2wlgO4Bze8sAvM/dW7PNo58VmdrNo9FgERERERERERGRsSbsp8kPAliHoKMtBmBS5t+9PyH+wN1/GTZzM1sA4KLMf+/ev6aKiIiIiIiIiIiMTcN2srn7bgCnALgOQD2CzrUUgOcBXOnu740w/3dlntcE4Kb9bq2IiIiIiIiICGE+dm8yfg2XyQYAcPcWAB82s48AmACg2d27cpj/JwDcBmBmjs8TERGRUbT2s+GZbQCw9GM8t614YyOtSUXI3Uks4rljiWaes1RUyzPZLM2/zbbMCJ9PsojOAlO+zrOsav85wuvu4O0tf4qPJ9V4Ks+gKt3cQWs8Xkxrimp7hk5MAxOej57/01PM89aqV7GUEmDLRTxAb8qjWdo7SMPrF9Oaml88RWu638HzmnatDM9bA4AZt4dndHl+6Nd6AED5K6OTx9Rdzve7gntW05r2y0+mNZXrtvMGzZxMS5I7+D4zJA/sbzchfeqSff+Nt/Ptxpr5PlX6yEZa03JaeL4ZAJT/4hFak5jNMyk9Qo5cz0kLaQ027ApvS00NnUXtQn6wLa7i+1TJhgZag3a+rpIPPE1ryvmSYKccS2s8SybgYKmWltDH4x3Zt5t4R5BEmeqKkkgpIvuDfxoDcHcHUJvrzDPPi5CeKiIiIiIiIiIicviK1MkmIiIiIiIiInLYcA9uY81YbJOMGj4mu4iIiIiIiIiIiITSmWwiIiICAHj+qzy37YK7PkVrEvN5llD19TxNYvc/8fyyid/m84kfzbOESp9uC19OF4+Wrb16Ja2J8UgnVP2I5ywl+WxQOH8irWmex/PWouQ+7b0my7oyoHl2/r7/Jt4W/v7kt0TIzpvHs8vm/M8LtMYmVNOaVCF//+rfdiKtmfDLZ2lNbOY0WlN3anh7qtbwvLp4V4q3ZfkxtKb4ua20puHNp/BldfN17hMqec2TPP+t+0Ke/5Z/xxODZpyC/bVv/aWNn58QmzuL1rSfOIfWlLwSnr0FAOlTj6M1yUefozWJxQt4TQvP80vOnhT6eMMinrdW8xx/3a1zeIZcy2K+j5c9zLPxokidy48D+bv5/mlVFXxhJJOtYO/QLFPzvunWo5j0MWqTWd9wCO7Ow0VlzFIn2zhnZoOPxDxVWERERERERMa7cd25M1ZH8hyLbZLRo042EREREREREZFDY6675zzQpIxN6mQb5wb/GmFmEwGEjwEvIiIiIiIi4506d0RGmTrZREREJLI7n/sCrTnroq/SmrpLptCa6X/h2TyxCp5h07i8htYU7wy/QqZ5Tn7o40C0TLHyNfW0Jn3SsbSm7gR+RU/N93leXUmELKEoGV2Wyv7a+0+Pku3G1P8Dz+lLL5xJa7afw9+/aV/h75+/YQWtiVXxTDE087ymkl1VfD5ElEysSX/lbUEFf//yW3j+W0E9z/lKlfE247TjeXsG562NQOfFJ9Ga0nV7aU28O82XNYXnDxbu6aA1ybNOoDWNU/jxrfQVviw8HJ4/WOU8Q86fW0drymsn05rklm18WUsX0Zr4JJ7tlnieZxT2LOC5i6jk23psUvhxoKe8YMg0t77pPd0RgkFFZL+ok01ERERERERExhfP3MaasdgmGTV8iBwREREREREREREJpU42ERERERERERGR/aRONhERERGRw5w/ufpQN0Ek3CPPHeoWyBHG0mP3JuOXMtlERERkVP3l9o/Rmgvnf5TWNB/Pw617FvNQ/u5SozVlG5Ohj5vzYPCCpvB5AMCuV0+gNRUv82DqKIMaxIp4iHZ7Bf8qmGjlNQXNWQJmfOD0tstPDZ3HcIMn9Fe1joev10YYFGLKo520JjH/KF7TzsP9k9t30Joo4gum0hrW0TZhFd+Ou09bSms6q/NoTaRBPkoLaU3d8nK+rM18AIWOK8K3PwAoaBy4Pv2uW9H92pP3/b+zOk7nUbjuJb6cFr4uUV5KS/acMZHWRNlnSn/zKK1puHolXxafDe1oi0/kx0jk8+04+Ro+SAXufZKWxI9eSGvaT5hNa4pXbac16Ql8kJRYUxupGLq/mAN5jV0AAO/h+4qI7B+dySYiIiIiIiIiIrKfdCabiIiIiIiIiIw/GslTDjKdySYiIiIiIiIiIrKfdCabiIiIHHR3vPRftOb0y79Gayp++gitYVlgAJDY1Rj6eFkR/8rUNo3nBE29kec1taycS2ua3sHzkRLt/Of7imd20xovLqA1PSUlQyca0FPSl4dXsjM8ay5xD89H6jmf5yxNfqiO1tievbSm8dXzaU1hPc/h63z9ClpTfCcPhK9fHJ6xN6HzWDqPrkq+LtMF/Df48tX8PW44eRKtqXqY59VVvMzbHL//KVpTfO6JtCZ/R8uA/1vaUbS5qW8eG3laec8Zx9MabNpDS2pX8myySX+tpTXpAp6fFyWDPcbjB9F8Zfhxqfzn/HidrOXbVnxCNa1JRMhbSyzi+7jv4MfI+DSeA9m9YAqtyVu1idYk9zaEPp7wmUMnuiNeG3zGxVPtdBkisn90JtshYmZzzOy7ZrbFzLrM7BUz+7aZTT/UbRMRERERERE5nJmP3ZuMX+pk2w9mdrOZecitdZjnnQNgFYD3AKgBsAbAZADXAlhlZhF+AhMRERERERERkbFCl4vun96x3R9E9kjFIWNmm9ksAH8AUAbgOgCfdPd2M5sM4F4ASwHcamaL3V3n84qIiIiIiIiIHAbUyTZCZmYIOtn2uvtZOTz1SwD+P3v3HSfXXd/7//2Zne1FXbYl2ZZsucpykeQaY+PgGjAlF4fiQCDOj+SGXAiEXBLgl5BcSiCAeeTekMolCaEEA26AAduAjTuSm9xkyZZs2bKa1bZpd2fmc/+YWWmb5nN2d3an6PV8POYxO+e8zznf2TlazXzn+/2cDkm3SfqIu+ckyd23mdmbJD0m6WjlR7ldX9pWAwBQPe694U/CzNnv/VKYmfPQq2Fm58ULiq5v21K8npgkzbp5bZjZd8VpYablew+Emc4/uiDMuIUR7bgorhM05xtxvauOmctGLbOc1LFx/8HHv3yk6D5SLS3hcep/mqBu28UrwkzqyWfDTEPXcWGme0Fc72rOLzaHmVffdlaYmfF8f9H1dS/H53ld0xFhJsk0pp6lcU2sGc/sCzOZBbPCTMOOMSeGDJM7J65HN9AWf+ype3rEeeE5ZYcs63/9OeE+OhfGx5nXOTPMtL0c/83JtcR1ILsWt4WZdj8lzMy5PUG9sFe2Fl2fWhn//dt7YtzeVPyrUYdODDOZka/3GNKLjw0zubr4j23TjnjsRDaotyZJ6YXF/69Sc1Px5ZkkFfgATAbTRSdujvKj0eIKxgVmNlvSbxUefnGwg22Quz8v6UeFh9eWopEAAAAAABx23Cv3hppFJ9vEDX69mbiTTdLlkuolbZd01yEytxbuV5pZfDklAAAAAAAAlB2dbBM3kU62wfkLj7j7oa75PnSuSTAeGAAAAAAAAJWAmmwTN9jJ9hEz+6ikjKStku6V9HVJd7qPGge6uHC/rch+hxbUWCQpLoAAAMBh6ldf+3CYWf6RuMTpkdcXr4PWf+XKcB/Z5cfHmca4ds/u3z0/zHhdGNGsZ7rj9jTHbwW73hDXC2v5/oOjF3o2rMM2VN+Fp4aZJDXZ+mfGddJa2+K6T93z419yen885afn1KPCzIz/uD/M7H/TuUXXDyyZH+9jXjxJovPo+Dv4GRuzYaZvXoIaez/5VZjR6XG9sH1L49cz3TP5WlTZhvjf75x/vi/MWILn1LQ1/vdrvcXr9ElS2wtxm3PN8b+Zumz8mkc115LUW5v1SFxbsH9+vJ/c+vgjVN3yk8OMv1zsY1veQFtc27IxQd22zGWrwozueLjo6tzFZ45e+Kyp/8h2SVJ/v0nr48PUCvNkdSanWyW2CaVDJ9vEHSnpBUk7JDVJWiLp+MLt3ZL+y8ze5e5DS3N2FO6TdrKNaySbmXUmiY1nnwAAAACAmrTRrHiXj7u3T1djgFpgowdbYSIKVxs9XdKnJL2hsPhL7v4nQzI/kPT6kctH7Kdd0uDlmK529x+Mow1JO9laBx+0tLQo33Spu7tbra2th9oOqAqcx6gFnMel1dsfX4rOBoqPcvG6eHRPkm+mvVSFOhJ8ZWbxwJNE+0nyTtHGGOWSVVZ1SjDkbvA4dXF2rONMbD/xqCZPl+jFSvALLMXzSnT+JfmqNcnTLtEFCpM8b6XiBnmqNCfyyPaMPIdLdY4meU6JJPrHmWRHSX5/CV50K76fJK+TZZO8UAnam0vQ3iTnTS5uT7L/HxLsJ8HzCv92jdGWbLZfdXX5K9G6u3K5Yf8ndis4k6qpk83M5ilf/1ySdM7r/1L1jfHIx+k20Nelh374V0MXzXf3HeVqD0rrsB3JZmZfnsBmn3D3Ma8jXpga+piZvVHSzZKulvR+M/uMuw+OTnupcF/s+ulzhvz88ngal+QP4Mg/PJs2bdK8efMkSW1tberqii+TDlQyzmPUAs7j0irJdNEr4umiDXviqVudS+IpdJmmMKL+9vjD2JEPxOdQkumi+2fHU8nGmi76c79Rl9hbwm0HDVwaT5VKMl10/9XFp1VKUuudT4aZndcsDzNJpos27o47XRp+HE+bjJ5X46t94T56j4hPrlJNF63bH3dyJJkuWrc8nlq557SZYSbJdNHmm4afxyPP4d5gyq4kNd84xtTpEZI8pySSTBfNdTSHmSQdynUbX4mPdXSxjzjTO1207r4nwkzqlHiKvxJMF+187Ylhpm1jPBaif278/0M6mi560ejponfd/UldfNEn88fo79I9935m6OolNd2540rWGT3dRrdp2IjCaurYxGiHbSebpA9OYJtPSSr6jtXd3cz+WvlOtkZJZ0m6o7B6sJOtWNGMuUN+3jKBNgIAgCHWfuFDYeb0XPGOuGyC630f83/jGkB9Z8QfxmY8H39wTtLZlL0orqXW8Gz8wXn365eEmdzbzhu1zL97i7reenB5Ll28Y7BlWzzisP/154SZJKMF+86PazHl6uOOzFm3PBtmdr4hfs0Hrhn9+xup46ldRddbV2+4j1x9XLetdXN8/nUdG4+0bXkpbs/+K88OM0lG6A00x69VXV+c6X3z8E40v+UW9b7x4LIkHWhJ9M+JO1OyTfGJ3PLU1jCTeinBRJd0go+ECUZ/2sbi4wNmrov/jQ+cuTTMNLxY/N+CJO2+Jv5ipPXluGO6YVv8uxmzJuUISQZ/1l04Rj21EVJnBR20vxijE86zShWWpzx+zgAm57DtZHNPNGB+ooa+4xr6Vcvmwv0KM0sf4gqjg++I9ytf7w0AAAAAANSm2h5ReJg5bDvZptjQy2MN/ar5l4X7OZIukXT7GNteXbi/wz1J8QMAAAAAADAUVxdFOZSq/C4KChdA+Gjh4ToNqavm7s/rYEfbh8wsNWLbUyRdVnj4tSluKgAAAAAAAEqEkWwTYGanS3qvpH+WtG5wxJmZLZD0BUlvljQg6bd99OVbPyrpHklXSfqcmf2Fu/ea2VGSbpLUJOk+STdOy5MBAAB6/EvF67Zdft5fh/vouiAuoj37mf1hZvuKuDj9jJa4AHtD51hVKYbzOTPCTJKvZL1u7CocQ5fvn1W8UsfMG58Kj7P3TaeHmYHWuMFJamul331+mNm/Iq5XN/Pf7w8z+66Nj5V9snj9t12/d0G4j9at8TmR7okrqrRsTVDXaW1cr65lZnz+9axcHGYGElw8sG1LggtQ3Db8Qgzm2WEXQ9j93vh1mvF8gjpfr/aEmUxHgkKQFp/rvWceG2aS1DFMDcRDb/bPnfxHyxmPxfXWfPeeMNP20uwwU785PlZm6cIwo+2lmeVn9zwaZnIXFK/bljrr1NELH71ZqTPzy1MD3dLaCTUPQEKMZJuYd0r6Y0lPSeo0s0fNbIPyFzZ4h/JX73ynu4+qSuzu90v6gPLXFPmIpB1mtlrSRkknSnpG0lvH6JwDAAAAAABAhWIk28R8VtKLkt4gabGkpZL2SfqZpPslfdHdD/kVi7v/vZk9ofyotvOUr+G2QdJ3Ctt2T2nrAQAAAACoZe75W6WpxDahZOhkmwB33yvpK4XbRPdxl6S7StYoAAAAAAAAlA2dbAAAAIGfPvAXYWb5h68PM21b43pXi27dFmZ2XDg/PtYvngszW35njPo9I9T1hxG1f3N03THz7LDl9vbziu5j63XFaw1J0uxn4sa0vxDXHUuiri8eaZBpqQsz6fPOCDMd34jrttUtP7no+oau+KL0lo2fkz/4eJhJn35KfKz588JM5qWXw0zLxpnxflrmxPt57KUw0331OcMe+w9vUd/rDy6b89i+cB+5h58MM3Z8XMsvN6clzGQ2vRBm6hNk0ictDTO+49UwM3DRiUXXt/40LgaW5LzJ9cd/Bwba4o+59an473FqzTNxZk58/u295IQwM2P1K2Fm5wnNRdfPvWfv6IUupfb1SpJS2bguKIDJoZMNAAAAAADUFpesEmdmVmKbUDJc+AAAAAAAAACYJDrZAAAAAAAAgEliuigAAAAAYEqlZs5Qbs8YNcOAqeKqzKmZldgmlAydbAAAACWw9ksfCjNXrPpkmNm9Ki783fbyQJjpDoqQS9LCH28PM1t/Pb7Iwt53nz9qmX/jFu299uDy2WuKF073M+Li4V0L6sNMtqEhzByx5dh4P41xUfSOZ+JC+NmOxjATH0my3Z1F1++fOTvcR9u3HwgzdTNmhJns40+HmVRLXLjfL4wvdtGfoDh9xz3Phxk1xudFtmH0JJ+hy1I9ccH9+PIT0u5zjwwzrS/3JdhTaez4tfhvzrxfJrhoRl2CCwnMDM6vuniiVaq9Lcw0bekOM5nnN4UZS8d/czR3VhhJclGDnpPjv7Uz/734RVLGvOyL55R5bmN+vU/feQUcrpguCgAAAAAAAEwSI9kAAAAAAEBNsQq9umgltgmlw0g2AAAAAMCU6lp1dLmbAABTjpFsNc7MRhbwSFL2AwAATIGfrP5kmLn0ok+HmYEZcX2pVDZuT+epcR20uf9wX5jZ+67RNdkkDSvunGtrKroPT/AOJUktunRXnMlseiHMzOnpCTP9Jy8KM0pQUyx72aowk95cvGD8/F/F9eG0YlmceTb+3SSx902nh5nmHWNWkBouwXmRfXV3mBm45Iww4yOHH9jwZd0nxLW3Gp8JI5r1q7gWYjZBvbD+y+Pzpv6nq8PMzGd7w0yuoznMjPr9jSHqaGu65aFwH3vec4i/N0PUxeXzNDN3cpix/vgczbXEf4/t5a1hpnF3XA+xbuGCout93xi1G/eZ6trb89vn6qWuYWs3mh0cV+Xu7WEjABTFSDYAAAAAAABgkhjJVuNGfhthZvMkxV+fAQAAAABq2RJ331HuRkyZnOdvlaYS24SSYSQbAAAAAAAAMEmMZAMAAKggd9z98TCz4g+uDzPzVhev4SVJ286PawBl33ZemJn96OiaWJbzYct7FxUv9dOyLa6l1rR5T5jpOjmuM9e2aGGYSaL+1e4ws+P8uWGmZUeCAnq7ij/3rlOPC3fRdtvjYSa3fGmYGZhVvL6eJDXujp9Tkvp5/XMaw4xn4v3kGuKxBe0/eGzYY8vkhi3L9ca1y1JnnRpmMo88FWaSaF77Upjpe93KMNMzvz7ez8z493fkHduKrs+sfy7cR/q4xWGmeWd8brX+alOYyWwrzeSe9FFHhpmu18X1ENse2BgfrL74a+V9fUWXu4+9HkDp0MkGAAAAAABqi2vYBXgqRiW2CSXDdFEAAAAAAABgkuhkAwAAAAAAACaJ6aIAAABV5uF//FCYueyCT4WZ+q54zkrHrXEdL5s/b/RCl6zzYA2rpq3Fv9vtOaZ4zTZJeun188PMwjtG14cbKfPSy2Emd9FZYWbXsuYw07Av/h233bMhzCJzoy4AACAASURBVGhG8d9Px+r4Oe37jTPCTMv3HggzcQUvaeDyVWEm/WJcE6t/5qI4c9XZYablV3G9Kz/u6OELnjLZkGXWHNeHy61eG2bqlp0YZnatiGsLzrlzU3ysO9eEmfSbzw0z7d+6L8y8+u7zi65vWBbXJ0xl438vja/2h5mBExbEx1oc11LzB+O/fzILI003PxhmMvGR1PObxV+rdN/oepN+23e1/7IzJUn9fV3S7d9PcKTaYJKsAqdmxmcMqhkj2QAAAAAAAIBJopMNAAAAAAAAmCSmiwIAAAAAgNrinr9VmkpsE0qGTjYAAIAadPt9nwgzl6WuiXfUHNcd23v2UaOW+WYbttzriu8j3ZugdtmWXJjJPv50mEkidfcjYWbefXF1sv7XnRlmui5cmqhNxeyfGU9QmfFcb5jpf/05YaZ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\n", 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" ] }, "metadata": { "image/png": { "height": 470, "width": 620 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = clm.plot_spectrum2d(vrange=(1.e-7,0.1),\n", " show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The spherical harmonic coefficients of a given `SHCoeffs` class instance can be converted easily to a different normalization using the `convert()` method. Here, we will convert the coeffients to the orthonormalized convention using the Condon-Shortley phase, which is common in many fields of physics and seismology. Also, let's just return the first 50 degrees of the function:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "clm_ortho = clm.convert(normalization='ortho',\n", " csphase=-1,\n", " 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, or just print the variable:" ] }, { "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": [ "print(clm_ortho)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We 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": 470, "width": 627 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = clm.plot_spectrum(legend='Orthonormalized',\n", " show=False)\n", "clm_ortho.plot_spectrum(ax=ax,\n", " linestyle='dashed',\n", " legend='4$\\pi$ normalized')\n", "ax.plot(clm.degrees(), power, '-k')\n", "limits = ax.set_xlim(0, 100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The method `degrees()` was here used to return a *numpy* list of the degrees from 0 up to the maximum value of the coefficients. As you can see, the power spectrum of the random realization follows closely the input expectation spectrum. Furthermore, the power spectra are seen to be independent of the chosen normalization." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, let's expand the data onto a grid and plot it. We first use the `expand()` method, which returns a new instance of the class `SHGrid`, and then plot the data using the built in method `plot()`." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 332, "width": 628 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "grid = clm.expand()\n", "fig, ax = grid.plot(show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*pyshtools* makes use of three different grid types. The default is to use `grid='DH2'`, which is an equally-spaced grid in degrees latitude and longitude that conforms to *Driscoll and Healy*'s (1994) sampling theorem. This grid is oversampled in longitude by a factor of two. If you would instead like a grid that has the same number of samples in longitude and latitude, use `grid='DH'` 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": 340, "width": 628 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "grid_glq = clm.expand(grid='GLQ')\n", "grid_glq.plot(show=False)\n", "\n", "lats = grid_glq.lats()\n", "lons = grid_glq.lons()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you ever forget how your grid was constructed, the `info()` method provides you with everything you need to know:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kind = 'real'\n", "grid = 'GLQ'\n", "nlat = 101\n", "nlon = 202\n", "lmax = 100\n", "extend = True\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", "n = 202\n", "sampling = 2\n", "nlat = 203\n", "nlon = 405\n", "lmax = 100\n", "extend = True\n" ] } ], "source": [ "print(grid)" ] }, { "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 and 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 color bar to the right of the image:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kind = 'real'\n", "grid = 'DH'\n", "n = 202\n", "sampling = 2\n", "nlat = 203\n", "nlon = 405\n", "lmax = 100\n", "extend = True\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 300, "width": 629 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "clm.set_coeffs(ls=2,\n", " ms=0,\n", " values=0.)\n", "grid_dh2 = clm.expand()\n", "fig, ax = grid_dh2.plot(colorbar='right',\n", " cb_label='My data',\n", " show=False)\n", "grid_dh2.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to save either the raw spherical harmonic coefficients to a file, or save the raw gridded data to a file, this can be done using the `to_file()` methods. If you want to extract the grid or coefficients as a *numpy* or *xarray* array, this can be done using the `to_array()` and `to_xarray()` methods. If you want to extract the gridded data as a netcdf file that can be used directly with the Generic Mapping Tools (GMT), use `to_netcdf()`. 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.],\n", " 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": 332, "width": 628 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "clat = 60.\n", "clon = 180.\n", "\n", "alpha = 0.\n", "beta = -(90.-clat)\n", "gamma = -clon\n", "\n", "clm_rotated = clm.rotate(alpha, beta,gamma, degrees=True)\n", "grid_rotated = clm_rotated.expand()\n", "fig, ax = grid_rotated.plot(show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, this routine expects the angles to be in degrees, which we specified redundantly by the provided optional parameter. If the angles were in radians, you would instead set this to `False`.\n", "\n", "You can also perform simple arithmetic operations on `SHCoeffs` and `SHGrid` class instances. Let's create a second set of random coefficients whose power is 10 times less than our first set and expand this onto a grid." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 332, "width": 628 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "clm2 = pysh.SHCoeffs.from_random(power/10., seed=54321)\n", "grid2 = clm2.expand()\n", "fig, ax = grid2.plot(show=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can add, subtract multiply, and divide sets of coefficients and grids. If you need to make an exact copy of either, you can use the `copy()` method." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "grid3 = 2 * grid2\n", "grid3 += 100\n", "grid3 /= 2\n", "grid4 = grid3.copy()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, *pyshtools* provides many physical constants that are useful when working with planetary data. As an example, here is the `GM` of Mars, along with other information such as its uncertainty and source:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Name = Gravitational constant times the mass of Mars\n", " Value = 42828375815756.1\n", " Uncertainty = 181674.6\n", " Unit = m3 / s2\n", " Reference = Konopliv A. S., R. S. Park, W. M. Folkner (2016). An improved JPL Mars gravity field and orientation from Mars orbiter and lander tracking data, Icarus, 274, 253-260, doi:10.1016/j.icarus.2016.02.052\n" ] } ], "source": [ "print(pysh.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": [ "pysh.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 are 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. A few *pyshtools* routines are not 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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 1 }