{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Plotting a Spectrum\n", "This notebook explains how to read and plot a spectrum for the ```cv_standard``` file found in the examples. Before running the python commands, you need to run the model from the command line. I suggest running the following commands, after you have compiled python:\n", "\n", " mkdir cv_test\n", " cd cv_test\n", " cp $SIROCCO/examples/basic/cv_standard.pf .\n", " sirocco cv_standard \n", " \n", "The model will take about 5 minutes to run on a single core. It will not converge and the spectrum will be a bit noisy, but will give us a model to use as an example. \n", "\n", "One simple to make a quick look spectrum plot is using the ```plot_spec.py``` routine in ```$SIROCCO/py_progs```. In this example, I will assume py_progs has been added to ```$PATH``` and to ```$PYTHONPATH```. ```plot_spec.py``` can be run from the command line using\n", "\n", " plot_spec.py [-wmin 850 -wmax 1850 -smooth 21] cv_standard\n", " \n", "where the flags control the minimum and maximum wavelengths. An alternative route is to use the pysi package, or work directly with the raw data. We briefly give examples of both of these approaches here. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting spectra with pysi \n", "\n", "First we will set up the basic modules to import, then make a few different style plots. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "plt.rcParams[\"text.usetex\"] = \"True\"\n", "from pysi.spec import Spectrum\n", "import pysi \n", "import numpy as np " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We started by creating a plot directly using the Spectrum class. In this case we make a linear plot of the CV model spectrum at 62 degrees. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('10', '28', '45', '62', '80')\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAABIIAAAHnCAYAAADElPYiAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/P9b71AAAACXBIWXMAAA9hAAAPYQGoP6dpAAC7FklEQVR4nOzdd3hUZdoG8HtSqUkIvSdDRxBIAqJgQUJRdC201VU/XQXEslYIsXcClt11dQV0XduqQERRUYEAgiIthN7DEHpNBQKp8/0RMpk+p5eZ+3ddaDJz5pw3k8nMeZ/zvM9jsdvtdhARERERERERUdAL03sARERERERERESkDQaCiIiIiIiIiIhCBANBREREREREREQhgoEgIiIiIiIiIqIQwUAQEREREREREVGIYCCIiIiIiIiIiChEMBBERERERERERBQiGAgiIiIiIiIiIgoRDAQREREREREREYUIBoKIiIiIiIiIiEIEA0FEREQU1IqKijBp0iQ0adIETZo0QVpamst9Y8eORZMmTdCpUyeX+4iIiIiCEQNBREREFLSKioqQnJyMTp064cCBAygsLER6errj/gkTJmDYsGE4cOAAZs+ejczMTIwdO1bHERMRERGpy2K32+16D4KIiIhIDZMmTQIAzJ492+M+m82GSZMmYenSpY7bsrKyMGzYMBQWFiIuLk6rYRIRERFphhlBREREFLTmzJmDYcOGOZZ/JScnw2azAQCsVqtHgCglJQUAkJ2drflYiYiIiLTAjCAiIiIKSjabDZ06dUJSUhLmz5+P+Ph4jB07FgUFBdi4caPXxzAjiIiIiIIdM4KIiIgoKNVm/syYMQNWqxVxcXGYP38+cnJykJOT4/UxM2bMwNSpUxkEIiIioqDFQBAREREFpfj4eAB1y70AIC4uDnFxcY4gkbOxY8ciKSkJM2bM0GyMRERERFpjIIiIiIiCktVqFbzt2LFjYbVaGQQiIiKioMdAEBEREQWluLg4WK1WzJs3z3GbzWZDUVERkpKSHLeNHTsWw4YNYxCIiIiIQgKLRRMREVHQmjNnDtLS0rBs2TJYrVaMHTvWUSsIqAkC9e/fHxMnTnR5HGsEERERUbBiIIiIiIiCWm0wCADGjRvnaBlf21XMm6VLlyI1NVWzMRIRERFphYEgIiIiIiIiIqIQwRpBREREREREREQhgoEgIiIiIiIiIqIQwUAQEREREREREVGIYCCIiIiIiIiIiChEMBBERERERERERBQiGAgiIiIiIiIiIgoRDAQREREREREREYUIBoKIiIiIiIiIiEIEA0FERERERERERCGCgSAiIiIiIiIiohDBQBARERERERERUYhgIIiIiIiIiIiIKEQwEEREREREREREFCIYCCIiIiIiIiIiChEMBBERERERERERhQgGgoiIiIiIiIiIQgQDQUREREREREREIYKBICIiIiIiIiKiEMFAEBERERERERFRiGAgiIiIiIiIiIgoRDAQREREREREREQUIhgIIiIiIiIiIiIKEQwEERERERERERGFCAaCiIiIiIiIiIhCBANBREREREREREQhgoEgIiIiIiIiIqIQwUAQEREREREREVGIYCCIiIiIiIiIiChEMBCkoaKiIqSlpSEnJ0fQ7URERERERERESmIgSEPZ2dkoKioSfDsRERERERERkZIYCPIiJycHycnJHrfbbDbMnDkTmZmZmDlzpujgTWpqKuLi4gTfTkRERERERESkpAi9B2A0mZmZsFqtXpdpjR07Fhs3bgRQExSaMGEC5s+fr/UQiYiIiIiIiIgkYSDIzZgxY7zebrPZXL63Wq3IyspyfJ+ZmemxTe3+rFarsoMkIiIiIiIiIpIgZAJBaWlpSE9Pd1mClZOTg+zsbEycODHg47OyshAfH+9yW3x8PHJycpCUlOQzgEREREREREREZBQhEwhKT093Wcpls9kwe/ZszJ49W9DjfdUDKigoEDyGrKwslyVnSUlJfm8nIiIiIiIiIlJSyASC4uLi8OGHH2Ls2LFIT08XFQTyR0zB6NTUVKSmpgq+nYiIiIiIiIhISSETCAJqgkGTJk3C0KFDUVhYKPqx7tk/BQUF7PZFRERERERERKYRUu3ji4qKMHv2bCxbtgyTJk0S9VhfGTspKSlKDI2IiIiIiIiISHUhEwgqKipy1AhKSkrCpEmTAgaDnJd9uXf+stlsSElJYUYQEREREREREZlGyASCpk+fjg8//NDxfW0waM6cOS7bZWVlIS0tzfGYzMxMx33z589HWloaMjMzMXv2bEfhaSIiIiIiIiIiM7DY7Xa73oMgIiIiIiIiIiL1hUxGEBERERERERFRqAuJrmHV1dU4duwYGjduDIvFovdwiIiIiIiIiIgUY7fbcfbsWbRp0wZhYf5zfkIiEHTs2DG0b99e72EQEREREREREanm8OHDaNeund9tQiIQ1LhxYwA1T0hMTIzOoyEiIiIiIiIiUk5JSQnat2/viH/4ExKBoNrlYDExMQwEEREREREREVFQElIOh8WiiYiIiIiIiIhCBANBREREREREREQhgoEgIiIiIiIiIqIQwUAQEREREREREVGIYCCIiIiIiIiIiChEMBBERERERERERBQiGAgiIiIiIiIiIgoREXoPICcnB1lZWQCADRs24MMPP0RcXJzPbQEgKSkJNpsNRUVFSEpK0mqoRERERERERESmpntGUFZWFqZOnYqpU6eif//+GDp0qM9tZ8+ejeTkZFgsFkyaNAlWq1XDkRIRERERERERmZuugaCcnBxMnz7d8f2YMWOQk5MDm83mdfvk5GQUFhaisLAQS5cu9Zk5REREREREREREnnRdGpaUlIQPP/zQ8X1RUREAID4+3udjhAR/ysrKUFZW5vi+pKRE8hiJiIiIiIiIiIKF7kvDxowZ4/h67ty5SE1N9RnsKSoqQmZmJjIzM5GWluYzc2j69OmIjY11/Gvfvr0aQyciIiIiIiIiMhWL3W636z0IoCbIk5ycjI0bN/oNBNXel5OTg7Fjx2L//v0e23nLCGrfvj2Ki4sRExOjxvCJQtapkov46PcDuHNAByQ0a6j3cIiIiIiIiEJOSUkJYmNjBcU9dM8IqpWWlhaw7o9zBpDVaoXNZvOaFRQdHY2YmBiXf0Skjke+2oQ5q2y4/YM/9B4KERERERERBWCIQNDMmTORlpYGq9WKoqIiR60gZzk5OV47ivmrJ0RE6ss5WAgAKDhfrvNIiIiIiIiIKBDdA0GZmZlISkpyBIHmzZvnsvyrNuPHarVixowZjsdlZWVhzJgx7BxGRERERERERCSQrl3DbDYbxo4d63JbXFwcJk6cCKCm6HP//v0xdepUxMXFISUlBTNnzkRcXBz279+P+fPn6zFsIiIiIiIiIiJT0jUQZLVa4a9WtXugJykpCUlJSWoPi4hEMES1eSIiIiIiIhJE96VhRERERERERESkDQaCiIiIiIiIiIhCBANBRCSLv+WdREREREREZCwMBBERERERERERhQgGgoiIiIiIiIiIQgQDQUREREREREREIYKBICKShRWCiIiIiIiIzIOBICIiIiIiIiKiEMFAEBEppuRihd5DICIiIiIiIj8YCCIixXy+5qDeQyAiIiIiIiI/GAgiIlnsTkWC8s+V6zcQIiIiIiIiCoiBICJSzMerD+g9BCIiIiIiIvKDgSAiIiIiIiIiohDBQBARERERERERUYhgIIiIiIiIiIiIKEQwEEREREREREREFCIYCCIiIiIiIiIiChEMBBERERERERERhQgGgogMoryyGkt3nkTJxQq9hyLL52sPoviCuX8GIiIiIiKiYMVAEJFBvLVkDyZ8lo37/rtB76HI8vx32/H0/C16D4OIiIiIiIi8YCCIyCAyNx4BAGw8WKjzSORbuvOk3kMgIiIiIiIiLxgIIiIiIiIiIiIKEQwEERERERERERGFCAaCiIiIiIiIiIhCBANBREREREREREQhgoEgIoOw2+2q7Pej32yYmrlFtf0TERERERGReTAQRBTkXlu0C/Oyj2DN/nxNj3sov1TT4xEREREREVFgDAQRhYjS8ipNj/foVzmaHo+IiIiIiIgCYyCIKEgcyi/FGz/twonii17v13ph2HEf4yAiIiIiIiL9ROg9ACJSxp/nrMGx4otYZ8vHwkcG6z0cIiIiIiIiMiBmBBEFiWOXMnC2HCnWeSQ1LlRouxSNiIiIiIiIAmMgiMgggq2n19mLlXoPgYiIiIiIiNwwEEREREREREREFCIYCCIiIiIiIiIiChEMBBGFCLs92BafERERERERkVgMBBGZwJIdJ7BNwSLQhefLUXi+XLH9ERERERERkTmwfTyRQfhK2Nl9ogQTP98IAMjLGCX7OOWV1ej36lIAwL7Xb0BkOOPBREREREREoYIzQCKDO3D6vKL7K75Q4fj6HDt7ERERERERhRQGgogMjpV9iIiIiIiISCkMBBGFCLvj/wwtERERERERhSoGgoiCwKmzFyU9zmKRd9zyymp5OyAiIiIiIiJNMRBEkpy9WBF4I9LEruMlGPD6MuEPUDAh6O7/rFNuZ0RERERERKQ6BoJItO+3HEPvl5bg3WX79B5KULH7ahsWwHebjyo8EuHWHSjQ7dhEREREREQkHgNBJFr6N1sBAO8s3avzSEKDxPiQbzKXgxEREREREZF5MRBEZGIf/34As1faBG1rr6sWrZnjxRe0OxgREREREREFxEAQkcH56/L1yo87Ze3bonJ60Mo9p1XdPxEREREREYnDQBCRwZ0oltYRzAjCwrgOjYiIiIiIyEgYCCLRLHJ7jpMory3apej+NFwZhjC+VoiIiIiIiAyFgSAig9AyQKOVcL7DEBERERERGQqnaSSa1DbnoeBY0QXM23AYZZVVeg/FC+1/b8wIIiIiIiIiMpYIvQdAFExG/GMVzl6sxOHCUjw1vJvewwlM5TgNA0FERERERETGwowgEo01gnw7e7ESALBqL7tlAQwEERERERERGQ0DQUQhRsuVfWwaRkREREREZCwMBBEZhQ6ll9RO2GH2GBERERERkbEwEESicWpvTqzxTURERERERCwWTaIxnqA+u92ueDZNycUK3PXROgy0xiu6X3+YEERERERERGQsugeCcnJykJWVBQDYsGEDPvzwQ8TFxXnd1mazITMzE1arFTabDRMnTvS5LZGZ3f9pNj6+t7+i+3xvRS4OF1zA77lnFN0vERERERERmYfugaCsrCxMnToVADBz5kwMHToUGzdu9Lrt2LFjHffZbDZMmDAB8+fP12ysVKO8slrvIRie3Kyp5btPeb39kS9z0KxRNF7602Wi93m44ILMUYnHhCAiIiIiIiJj0bVGUE5ODqZPn+74fsyYMcjJyYHNZvPY1v02q9XqyCQibZVXMRCklx+3Hscnf+Qptj8GaoiIiMgsii9U6D0EIqKgoGsgKCkpCR9++KHj+6KiIgBAfLxnDZOsrCyP2+Pj45GTk6PqGIm0omTtpW1HihXcm3TsGkZERERKyPh5N/q8vATzsg/rPRQiItPTvWvYmDFjHF/PnTsXqampXuv+1AaJ3BUUFHjcVlZWhpKSEpd/RGZkl9jq6/YPVis8EiIiIiJ9/LbvNGat3A8AWLs/X+fREBGZn+6BoFpFRUXIzMwUXfPHW4Bo+vTpiI2Ndfxr3769QqMMbVXVdpwsuaj3MELKc99t93lfcanv9OiKKvZ2k6Kq2o4fthzD8WLt6ykRERGRd9uP1l3UjWsQpeNIiIiCg2ECQWlpaVi6dKnPLmBxcXEe2T8FBQVet09PT0dxcbHj3+HDTCFVwoTPsnHFG8v0HkZI+d+6Qz7v6/PKEg1Hoq0/9p/B1TOX47d9pzU97mdr8vDoV5sw9O2Vmh6XiIiIiIhIK4YIBM2cORNpaWmwWq0oKirymuWTmprq9bEpKSket0VHRyMmJsblH8nnq5MVkS87jhWjQkJx8Ts/XIfDBRdw93/WqzAq337dUxN4Ki2v0vS4REREREREWtE9EJSZmYmkpCRHEGjevHmOLB/nDmJWq9XlcTabDSkpKT4ziIj0JLG0j4vS8kr5O9HZP7L24al5W/QehmDVSvziiIiIiIiIDEzXQJDNZsPYsWMxbNgwWCwWNGnSBGlpaY77p0+fjszMTMf38+fPR1paGjIzMzF79mzR9YSIjMy9MHTGz7vVP6bqRwC+33JMg6Moo6qagSAiIiIiIgpuEXoe3Gq1+u2K5B7osVqtmDFjBgDXbmNEZmW32/HkvC2Ib+hZ+HB17hm/jyPlMSOIiIiIiIiCnahAUHp6uugDNG3aFE8//bToxxGFgv2nz+HbTUcBAA2jwgU/jvEKdVSLL2dERERERERkKqICQbNnz8bMmTNFZSPMnDmTgSAiH8orff8t+fsrW7lXmW5a2XkFuL57S0X2FQyqGGEjIiIiIqIgJyoQNG7cODzwwAOiDrBx40ZR2xNRYGfOlSmyn79+ko28jFGK7CsYsEYQEREREREFO1HFomfNmiX6AFIeQxSKxIQgQj1c8fnag3j0q02K75e1l4iIiIiIKNjJ6hq2efNmhYZBFJrs/kI6/mISIR6veP677fhhyzFk5xUoul8uDSMiIiIiomAnaGmYr4DP3Llz0bdvXwWHQxQc/AZ4TLB/szhWfFHR/VWxWDQREREREQU5QYGgr7/+GsXFxYiNjXW5fdMm5ZdmEFFgLGWjDi4NIyIiIiKiYCcoEJSeno7s7GwMHTrU5fZly5apMigiCrAyTMF4hd1uh8ViUW6HJsZi0UR1iksrcKSoFJe1iQ28MRERERGZhqAaQbGxsR5BIABebyOimkDNsaILgraTolrBSNBN//odlVwTBYA1goicDZqxHKPe/R0bDypbi4uISKyzFyv0HgIRUVCRVSyaSCq73Y73V+RiyY4Teg9FFTuOleCqjOX4av0hwY8RE4NQMlyx41gJsnadVHCP5sU4EFGdc2WVAIBf95zWeSREFMo+/v0A/v3rfr2HQUQUVCQFgvLy8hQeBoWaNbZ8vLl4DyZ+vlG3MdhOn0PuqXOqHmPGL7slP9ZfvZp1tnzJ+/XmwS9yFN2fWclZGpZ/rgwJ0xbhpe93KDgiIv2Fh3HpKBHpZ/7GI3oPgYgo6EgKBGVmZio9DjKx3/edwfSfdqFCxPKi02fLVBxRYBVV1bj+7ZVIfWclLpRXqXYctTJMftx6XJ0dhzg5gaC/Z+0FAHzyR55CoyEyhnDWECMiIiIKKoKKRbtjZx1ydtd/1gEA2sTVx/9dlaDvYAS6UFEX/Cm+UIH6UeGy97ntSLHP+w7ll2LJzhO484oOaBAl7M8uL79U9phIHDm1ly6Us84SBafwcAaCiIiIiIKJpEAQOwyRN4cLQjtwceu/V/u8b9jfV6KsshqHC0rx8i29NBwViaFkEW6iYMGMICLSS/GFCuw6XqL3MIiIgg6LRVNIUmO+729ZUVllTbbIWhu77xiZ8+rGwvPl+g2EyEBYI4iI9PLGol16D4GIKChJCgRxaRgFE6Nc7LYr2guMpHDOCOr36lIdR0JkHBEMBBGRTgpKeVGGiEgNkgJBVqtV6XGQwRUIyI4wSkBFLDXjmmKCphcrWGNGb1waRuSJGUFEREREwUVSIGj06NFKj4MM7r5PNug9hKDEuENgy3ad1OxYcrqGEQWr8DCuIiciIiIKJoqe3S1fvhzjx49XcpdkEFsOFym6PyMVHDfQUMiL+z/Ndvm+WsVgjZr7JjIrLg0jIiP5ePUBHCkM7QYlRERyyQ4E5eXlIT09HU2bNkVqaqoSYyKTMlJwh4KX9ZmfVNnv9qPFOF9epcq+zebzNXlImLYIX60/pPdQyADCGAgiIoN58IuNeg+BiMjUJAWCSkpK8NZbb6FLly6wWq2YOXMm5syZg+rqasydO1fpMRIpj4kfmjJDQOHrDcYfo1aeX7gDAJC+YJvOIyEjYEYQERnN7uNn9R4CEZGpCQoEPfjgg+jfvz+eeOIJjBgxAnFxcfj6668xdepUFBQUoF+/fqwbRBAzVeC0okaodApjQKGm/lD+uTK9h0EkiPMySWYEEZHRsIg9EZE8EUI2slgsyMrKQpMmTTBs2DDYbDYkJCS43E+h6WjRBb2HYGh6hnkuVlShXmS47P2cLLmI91fk4p4rO6Jzi8YKjMycThRfxMq9pzAupb2k97w7P1yLdQcK8OOjg9GrbawKIyRSTpVTJXtmBBGR0TAQREQkj6CMIKvVinHjxmHhwoXo168fkpKSMGLECHz77bdqj48M7pUfdug9BGlC4Pzhujd/FbW9r1b3j3yZg8/WHMTN/1qtwKjMa+D0ZUj7Zhu+WCdtCdm6AwUAgHnZhxUZzzPfbsPz321XZF9E7pw76HHCRURGw/clIiJ5BAWCpkyZgsWLF+Pmm29GRkYGCgoKMHXqVHz11VeIj49HTk4OVqxYofZYSYDNh4sw7ZutOKPREpRS5+K6Ij6TdU8iC4EVWSdKLora/rGvN3u9fcuRYgDAhQoWUgaAzYeKZD0+TIEXf8nFCny57hA+X3sQF1jgmlTgEgjS/Q2biMgVMxWJiOSR3DVs6NChmDdvHgoKCjB37lxMnz4dTZs2xeTJk5UcH4l06/ur8fWGw5plCkhdFlhRVa3wSKRT9VTCRAGn77cc836HAX6G5btP4o45a3G4wPztYpUIBDkHf8oqGQgi5VU6B4LCOeEiImMJD5Pd+JiIKKQp8i46ZswYLFmyBPv374fValVilyST7fR5TY4jZXpQcL4cT8zdovhYzMjHaixy89dPsrHGlo9nvjV/0WlexFRfeWU1Fm097nO5IwVWzYwgIjIwZgQREcmjaDg9Li4OU6ZMUXKXJJEe5+0WgWGh7zcfVXkk2jteLKxodkFpucojUZ7anc3eX5GL69/6VdByxt/2nVF1LFpgByb19X5pMR7+Mgd//WSD3kMxLeeMICWy2IiIlMQaQURE8jCvkmSRMj9QIqxw4Mx5zN1wCJUGWWL2215hAYrTZ9k+3N2bi/fAduY83lueq/dQNMFJtfrKKmveF2oLdJN41U7ZVHzJEpHRMBBERCSPoPbxZD5aTTalHEWJ1RpD3voVAHC+rAp/HZwof4fkk1ara5yL0wYznruSGVSGyN8jEZkTl4YREcnDjKAgpVUNPedi0XpcNX5/hbQsEsWXO/n42QMdxQxTLTOMUS1qFDVX+irmhrxCHCsStjTR2eGCUsFLGin0VFV5/8u32+3o98oSPPed+et1EZF5MSOIiEgeBoKClJGXnxgusGDcp4p01vOFX3zet2jrcczLPix6n/467Z29WCG6wPGEz7JxVcZyUY8pLa/E1TNX4Mrpyw2fifXY15uQMG2RpGAXSVfl43W4Ys8pFJZW4Iu1hzQeERFRHQaCiIjkERQIWrZsGVJSUjB58mTk5eUBAL755hu2ijcwrT4epS0Nkz7xrKq2Y//pc5If75UC8+CFPgpgnyurxAOfmrtgbSh3XqrwkRVRVW3Hw1/mYGrmVhSXVojap69z121HitH7pSVITP8JWw4XiRypOCdL6mpVGT0QtHDzMQDAP7P26TyS0FJV7T0brviCuNc7EZEaGAgiIpJHUCBo6dKlmD9/PsaMGYOpU6di8+bNGD16NLKystQeH0mlVY0gp8NoccTH527G0LdXanAkcVbn5vu8L2vXKQ1Hojyt4gR6JrEdKSzFhXLhy8Ccgyf558UVAPfVinvObzbH17e8v1rUPsWqcukIpeqhFKPGMj3yjU83ERkZawQREckjqFh0//79kZiYiMTERAwdOhRvvvkm7HY74uLiVB4eSaXV52PuKYWzcwL4Ycsx5Xeq47mE0bJt9p48i64tG2tyrM/X5OH3XP3bwR8pLMXgGSs0O56v9vFantNWG+x1p4dP/8hD27j6SO3ZUu+hGFKlj4wgIiIjYEYQEZE8gmsEvfXWW46vp0yZgoKCAuzfv1+VQZF8Wn085uWX1h1T4EGVnIMauBSSKT34xUbNjvX8wh1YvOOkZsfzZs+Js5i3QXydn0AWbj6KhGmL8K9lnsuZfNXv8pUppIZKH0veQsX2o8V48fsdeOCzbL2HYlhGXzJIRKEtQquuKEREQUrQu+jo0aPRr18/l9uGDh2KjRu1mzSSOMYuFq3/BIMJEd6VaFT/46v1+heavVBehRH/WIV3l0vrPOfPlPlbAQBvL93rcZ+vi5j+ikgrLVgyghbvOCGpZtiZc+KW84UiBoKISG92ux1Ld3q/YMQ4EBGRPILfRocOHepxW2JioqKDIeVkHyzE2YvGK+ppt9ux9Uixz/u3HC7Cf1cfQLXASciZc+WG/DnNS5tgRPoC/VtPny1T5nXz6FebPG7z1XEJ8JMRJOKkds+Js8I39iIYJvk7jhVj0ucbJdUMM3Kg3CiC4TVCROY2P/uIz/uYEUREJI+kd9HazmFkbP9dnafp8SwCggg/bTuBH7ce93n/Le+vxss/7MTCLd67cHlz9Uzt6ruQerSemiu1FGvHsRJUiqis66tGkJh6B/d8vF7wtt74C1SZwce/H8Dz322X/HgGggKrZCCIiHS283iJz/tYI4iISB5JgaDMzEylx0EquFhR5fJ98YUK/JF7RnC2jRp8tVl3t+eE8OUeRSLbdxuJ0aZaoTQ/VvJqopg/KUMsDTPxJP/02TK88uNO5BwqkrwPXkgOzMyvESIKfuwaRkQkj6TTYaN1OiLvSstdA0G3vPc77vxoHb5WoTiuGnJPncVrP+5UvZ6HkEymUBFKf9paBgMe+LSuKLGvq5haFot2XvZzvrwKCdMWuYzRyNwD3FIwIyiwF7/fofcQiIh8YkYQEZE8gtrHu9PyyjVJd6L4osv3tR2+ftx6DHde0UHx4yn5spi1cj9mrazpSpd7+hw+uW+AIhNA8i+UiujKeR/7fO1Bwdu+uHA7snbVFbv0dly73S54n4t3nBB8bF+cl4Z99kceALiMUW9/7D+DOz9ch18ev9rjvlwJxaHdMRAU2L5Tns9zwrRFOoyEiMgT38aJiORhgnwQKa90rVPiqzuX2T48a4tLX/HGMsX2GUKJL6ZhpgDzqz/uFLztp2tcAzzeLmKKydKb9Ln0bo1frjuEKfO3uLSPL6sUXt9IK3d+uM7l/7Xsdjvu++8G2ft3/h0ww1UY9wsLRER6WrzjJD69dCGDiIjE49KwILLWlu/y/eId3q/w558rN9zvsLraHjDTodhPa/OMn3fjj/1nlB6W6gz2ayCJerzwi8vr01/HpWe/9SxynHfmvOwxHCksDbjNM99uw/yNR1z+1moz74yosLTc5Xul/l6cC3YPfXslvlp/SJkdB7EKEQXRiYi0MGeVTe8hEBGZlqRAkNVqVXocpJKD+Z4TzN0nzuKtJXsUP5acfI4Fm476zHQQst9ZK/d7ZA/4Y57cE/LnybmbDRHUrKq2i1patchP5zypBs8Q3j3vfFml4+tA3aEulAdekllVbUf6gq3YfrRY8Bj05Lw0zHbmPNIXbNNxNERERERE2pIUCBo9erTS4yCV5J8v93r7+yv0yQLwtfrnt32nNR2H/qEDbThP+INRZbUdu0+c1XsYoh0skJ8BJEe4iErZPV74Bf9dfcDvNu8u24ev1h/GTf/6Xe7QNMEao0REREQUylgjKIj4K7ESSkWA/an0sryh9nnzdp/Z/fvXXL2HoDoDJASZTmS4uEhIoKVT+xUo4KwlFosmIiIiolAmORC0fPlyjB8/Hl26dPH4R8ZRO0nWJBAkY3L10zbfS2Xyz5djxe5TkvddK2vnSXR57mdkbjzicrvdXlMI9bIXFyN9wVbZxxFH3SjGieLgDwCK6eBlRJVV1ZitQZ0D50BnqLfdZSCIiMj4+FZNRKQeyYGgsWPHIiUlBbNmzcK8efNc/hGJVVHlPyBy3yfyOwU98Fk27Hbg6flbPOrK/PePAyirrMZX64V3bzKD7zYf1XsIqvtq/SGcM/ESuAWbtPkdlTsFgiJEBoLKK6ux63iJ0kPSjYiVcUREpJNwRoKIiFQTIfWBiYmJmDJlipJjIZksLIEsSTCfZ/jrXhVMzpdVolG05LczXQkpxqyE8krnjCBxkZC8/FLc8M/fMPvuZIy4rJXSQ1NNqY/nVo2MoNNny3D/pxuQcfvl6NkmRvH9S3Ew/zy2Hy3Bjb1bwRLMb3REFJRCPXuViEhNkq+LTpo0CW+99RYOHjT3soxQoUUdFTN9XK/en+96g4znZ152cGURUXAqq5RfA2vlXm2LukshpIucGoGgez5ej61HinHju78pvm+prn3zVzz8ZQ5+2nZC9r6enr9FgREREQnHQBARkXpkJchPnToVVqsV4eHhCA8PR1hYGMLDw5UaGylC+4yQtbZ83Pr+akO3klZybFMzta4rFJyYsKAu54yg6iCssH3gzHnc9u/VSEz/KeC2aswtjhVdUH6nCtmQVyB7H+sOeO6jsqoaL32/A7mnzFUsnIjMgYEgIiL1SA4ETZs2DfPnz0dBQQGqqqpQVVWF6upqVFVps8yBPOk9ka49/p/nrMXmw0X4y0fr9B2QH0Y5uQjC+TipTOrfuXNGkNpLBs+XVWLWyv24WKHd58HT87dg06EiQduG2jIptX7fGT/vxid/5CH1nZWq7J+IQlug7M2jRRcEZYESEZEnyYGg5ORkjB49GrGxsUqOh4JI8YUKvYfgU6BiuRsPFuJQfqlGoyESrrHEWkhllXVBmSoVT5x/2X4Cl724GBk/78Yt761W7TjuSgz8fqM3tX7fe5kJREQqEtLY4O0lezUYCRFR8JFcXXXs2LEYP348xo8fD6vViri4OMd9CQkJCgyNxPL2cVl7/s8LJq7crzI5Pz220+cw+oM/AAB5GaNUHcf+05xIOdtz4izWH8gPvKGG1tnycYW1qd7DcJCSzTLzl93496/7Hd9Xq5gRNPl/Gx1f7zl5VrXjuIsIZyswX4Ltinl1tR33f7oBdw3siKE9Wuo9HCJSSZiAQNB6L8tWiYgoMMmBoBkzZqCgoABLly51ud1isSA/31gTOdKGmbqW+bvKtOu4dpPXtG+2aXYsMxjxj1V6D8HD+DlrVQ8Iqs05CAQA3285ptqx9Io5CLlyHKqCrXvgp2vysGLPaazYc9r0f5tE5Bvf14mI1CP5Empubi4KCgo8/okNAuXk5CA5OVnQdjk5OQAAm83m+JqMrbS8Uu8heCXkKhNpq+B8ud5DEESrQsvXvrkCu0+UqLJvX23Vzcwodb+MqEp+wzhBTp8twys/7MT5MnXf948UGrcwNxEph+/rRETqkRwIWrBgATZv3uxy2zfffIMFCxYI3kdmZiYACArqzJ49G8nJybBYLJg0aRKsVquo8YYEA35e9nxhMU6fLdN7GH69u2xf0C2dMKOFm9XLUlHSt5uOanKcg/mlGPkP47QiN7rIcAO+ARqEVu9v/V/PwserD+DOD9dqcjwiCm6BikUTEZF0kgNBaWlpHsGYoUOHIi0tTfA+xowZg6SkJEHbJicno7CwEIWFhVi6dKlLTSLyze74v/oTAV+f11m7TtZto3K0aujbv+LXPadEPeazNQddvtfiuSKiwMTEL3xdOd54sFCh0fh26uxFQxfHV7M4uDe7Tmi3vJaIglcEA/xERKqRHAjKz89HTEyMy21xcXGq1geKi4tjAMjk1A6y7D99Hvf+d4Pox/2y44QKoyHS38LNwjOYXl+0E9fMXKHiaNQT6aNY9HPfbVf92C8u3KH6MeQIthpBRBQamBFERKQeycWiU1JS8O233+K2225z3LZ8+XLVlmwVFRU5lpJt2LDB7/KwsrIylJXVLUcqKVGnzobRGLVYs1FGZbE4d1FznRgdLqirOfHV+kNaDotIVY99vVnwth/+dkC9gajMV0ZQhQYFco4WGbtmTe3bXW3tnobRkj/6iYg0w2LRRETqkXw2OGvWLKSkpGDq1KlITU3F/v37sXHjRmzcuDHwgyWYOHGiIxvIarVi2LBh2L9/v9dtp0+fjpdfflmVcZiNlisCfH1cO1/Q8RasulihfeFaf8/L6lx2vaM6vCApT9bOk3hryR589/Ag1IsMV+04EWHKto9fuPkoHvt6M9amD0Wr2Hp+tzV6QdOqajsqq6px2YuLAQC5r9+ACB8ZVERERsHGHkRE6pF8Jmi1WlFQUICMjAxYrVZMmjQJ+fn5SEhIUHB4dWw2m8uxbTaby23O0tPTUVxc7Ph3+PBhVcZkNP4mrCUX1O/etffUOUmP++sn4pdyCbXpUCFW555Rbf9kfHIL5UYqHGAINQ98lo3dJ85ixi+7VT2O0leOazOppmRuCbhtuMGjhVV2O4qcahgVGbieERFRLaO/txIRmZns/PDRo0crMQ6/cnJyMHToUBQWuhb9jI+P97p9dHQ0oqOjVR+XmXyw0nv2lJJ+2HIM/7qjn8ftgZas/bFf+Qyc91fk4uEhnXHbv/8AAKx7ZigscC6eTaEgLXMr5mYfxqPXd8ZTw7tJ2ofRsz3M4kTxRVX3r1ZR0aLSwEETo79G2BWRiMyIxaKJiNRjmEvdRUVFLt/n5OQ4Mn6sVitmzJjhuC8rKwtjxoxh4Wg3/iYsZ/Rs4a7D5/ibi/e4fO8+CRUzL/p523Hc9u/VOFxQqsTQSENzs2uyAf+1PFfyPngiag5CMoLeXbYPaZlbFQ+MGD0QxGLRRDWW7jyJhGmLMHbWH3oPhQRgsWgiIvXoGgjKyspytJufPn26oxi0+/dxcXFISUnBzJkzMWfOHGzYsAHz58/XZcxG9velez1uq53wlGtQMNXI7AAsEk8oJv8vB5sOFSF9wTblxmO3491l+xTbn146t2gk+jFmy044e7ESf/tqk97DCAordp/Cp3/kqbLvcD9L+Gpfc+8s3Yu52YexW+H25u6BoIRpizBbgyxMoarM9SdHpJr3V9RcFNiQVxhgSzICIUH2yAgGi4iIpNC1dUhqaipSU1Ndsn1quQd6kpKSkJSUpNXQTKmgtFzvIXil10f09W/96vjaPfggtI39xoN1J4vFTnU1pv+0C+sOFODriQMljS37YCHe8RK4M5va3+2su5Lx6R95WGMLvMxPjTjQyz/swL//kqz8ji/5fssx1fZt8GQSRd13qR5Yn/Zx6Ns+TtF9R/rI3Mo9dQ6J6T/hm8lXOW5T8jVYWVWN3/Z51iGb/vNuTLq2k3IHksFf8HXHsWKMevd3/G1oFzw5rKuGoyIi8k9IIEjpRgFERKGC755BTmoWjFpjqKzWLjPJdua842v3aZDQieDoD+rSx7cdLXZ8PXuVDZsPF+Hn7ccljS3/nI5L9RRU+zTG1o9Ek4aRuo3jp20ndDu2XP4yWYLVMRXarQeaMDhnItWPUu45N0NA19fSsMMFpZiauRUADJehWGGwLNayyiokTFuEhGmL9B4KUcgQUiza10UAIiLyL/RmICHKKMtxsnad0uW4drvrZEippXKVEtdcGCFApySLJXBR8FrGeCUah9LdrsygUoWaNZEB2qFfqKhyfB0Vrlwb+30SuyVqyVsgaNOhQlw9cwV2HCvxuK9I5+zSrs/9jC7P/oxlu046brvn4/W4+z/rPLZNmLYIH/yq7jK8yqpqdHvuF1WPQUSehGQE7T5xFv/MMlYgm4jIDGQFgjZv3qzQMEgJBon1eDDCNPd8WaXL98UKtU+Wuh8jPCdKcA4wCl1uZ5SgpFEEKkadMG0RtjtlowWDahUCQYEmDBedAkG+4rAnS9TtbKYll79NL0/3gpyjPh87a6VNjSEJVl5ZE6j/ekNNsfdzZZVYtfc0ftt3Bmcver7nzvhlt6rjyctnowAiXQg4WTpSeAF/z9qLH1Rcwk1EFIwE1QjyFfCZO3cu+vbtq+BwSB7Ps/3aCY+eGShGSH5xn+ApFYx4bdEuSY8Lhk4YX68/hP2nzwfeUCdvuXWOMyohVzwf/jIHK6cM0WA02vCWEZR35jw6xDdAmMQMqUABtQvlVX7vn/7zLsxeaUOLxtFY/2yqoGOeK6vE0p0nA2+osU//yMPfs+qWrFV5eb/zt0x330l5xbTLK6tht9sV+9ypDQwBQFmlsZaMEZEx7DlxFjf30XsURETmISgQ9PXXX6O4uBixsbEut2/axE46RuIttlFWUX3pPmZhODtSKK1GScH5csQ3jJJ9/CCIA2GaUxc1MT+OVq/E91ZIbxmvJSGFLs+X+Q9imE2VWxBi3obDmPpNTa2avIxRkvYZaIndxUr/z+HCTTVXk0+dFVa/68t1hyTXCFPbi9/vcPne29KwCh/LWn/ZfgLLdstfwvvsd9vxxm29Ze/H3RVvLPNZ84iIiIiIhBEUCEpPT0d2djaGDh3qcvuyZctUGRQp54WF27H86et0rctihKDHruOuV7i9dfkR4uH/5eAriZ3Cgp3gGkGcw7kIlMkiRsnFCsTUqyvabaSCuz9vryvo7Z4RtGSn/GLfgQJqgTKCxNh9ogTPfLst8IYG4e1CQKWP18aDX2xU5JhrBXQQlIJBICIiIiL5BNUIio2N9QgCAfB6GxmLc+csLZwo9qyxUW6AVP6PVx9QZD9C2qMLEQxLw0gZShaLvvylJS7fP/qlMbM2nSfzn/6Rh51eChaLFTAjqEK59yGbjksi31+Ri8/X5Il6jLelYaUiAmNlAbKpiKgm4Fp4Xt9C60REREKxa5gJlVdWw3bas1ONv+ukWoUdii54ngSlfWOeK+dasNvtwVMt+hIxtUCEFpUOZutsBfjl0rIiITWCxFjhtKznlx3yM23UUNtt77d9p/Hi9ztwzEsAWazwQDWCKswfzDhadAFvLt6D5xfuELXc1z35559Z+7BERG2jv36SLXhbolCVmP4T+r26FFuPFOk9FCIiooAkBYLy8vIUHgaJcfd/1uH6t1c6JpK1/E0MtJp6S22nHkrWHygItjiQKFwaBqzcexoPfpGDI4WlAduei3XfJxsU3Z8aqi+9CHYdl58JVCtSw6VhenHufCZmiZT7Z8Pnaw8qNiZfbKfPY3WutCW4RGaWZcAC8kRERO4kzUAyMzOVHgeJsO5AAQDgi7WHhD+Ik2/DKDhfzqVhBAA4c65c8YwgM/DWNUyOa99cEfB5DJQR5KuekvtY31u+D+/rVIg83Ol9w/tyr0qvj9Orrs6slftl7+No0QVsyCtQYDTSHcw3bndEIiIiIikEFYt2xw5UxuT3txJ6c03DsliMUUBbScH282glIsyiaI0gs6gNTLzx025F9ncwvxSzVwkPOvzlo3Uet+X7qO2x63gJVuw5hSHdWqC0vBJvLdnrdTu1fbH2INYfqAuIuAd3nv9uu89MH29BI7MYlLFc1+NXVdtx/6ehvTSuqtqO+z7ZgJ6tYzDthu56D4eIiIgUICkjSEw9ENKOlHN9u92OA2fOM7gnQoECxSCFdtgyq79d39nnfWq91M6cE9b2u9bri3aqMxARwsMsoZkRVGXH7xI79/lyskTc71+Mr9fXZF+KKbCstOe+247vtxxzfO8eCPK33KuanbYkq+ZnI1bnnsGqvacVyfAiIiIiY2Cx6FDh41z27SV7MeStX/HWkj3KHMbPObO3jmJm9MZPu2TvIyjn/k4/091XJvjcTK1i0SmvZYna/qv1h1UZhxiR4RZTBdaX7VKm9kVVdTXW2LwHgqZmbvF6+4JNR3FaZLBPqsT0RZocR47nvtsueNtqO2tzSWWev071mDmjjIiIiLyTFAhi9ogx/J57BlsOFwna1tdv7L1LtS7eX6H+lb4b3/1N9WNo4XjxBfk7CbLZhQVgHSoJwgMUODaakyVlWLM/X/Z+KqvtOHPWe2bdvOwjPh93xRvLZB9bCKN9xHn7zF24+ZiXLb2rqrYj/7w2QTQKPqG4fJXMx6hdMomIjErSLMRqtSo9DpLolvdXO772F6A7cEabYpf+sj2UWFIVHCxBvzTMX5KL0SbZejLjBGvT4ULZ+6iqtiO2QaQCowkNcld2VdvtKK/0XgzbXXSEuYKTpL5wE2UtUujKPXUOOYfkfz4REYUKSWd8o0ePVnocpABfc4XzZd47yQj1jkLLxqiGxRL8S8P8YRyoTlhQvhACq6q2o14IBBwmfJbt0vK9VlW1HQnTFmHMB38I2o/crl/VdjsqqgLvw263o15kuKxjhbqKqmqXTN1b31+N7s//rN+AFBCKdczInHJPntN7CEREpiH5TPytt95CXl4eAGD58uXo3LkzunTpghUrVig1NlKI3PX97y7Xp1VyMDNTXRgh3H8cbz+d0GWMoSS4XgXCVVbbQ6LV3NKdJ/G8l1o+P28/DgDIPijs6rXcQFBVdU2AIpB+ry5F8YUKWcdSkrcgmtF1efZn3PL+akfx7s2Hi3CxohoJ04xfd8qXiPC6v1UWHicjm/rNVr2HQERkGpIDQbNnz0ZCQgIAYOzYsZg2bRoWL16MiRMnKjU2EovnZ5pQYllXKF5g/XpDTecl1hjThpGfZ7mBDTM5mF/qcVtZhbBlWrUqq8Vt767abkelgIygolJxQaBVe09LHZIgvyncWU5LK/ec8rhNbGdDo3CuZVYZQn+7ZE6buDyMiEgQyYGg2knGsmXLUFhYiAceeABWqxX5+fILiZI0Rjg98zX3PORlMmRWv+fKn5wEYzJEUocmfu+vfW0Y4XUaCow8YTPy2IxIZhyoZmmY3J2ozIzZP2LJaUVvt9thTV+Ex77epOCIhHGuZRZKQVwt3fff9UiYtginSoKju6qejJTVSERkZJIDQVarFenp6Zg0aZIjC+jAgQMsJE1eHSkMnkCQXBan/wYPC+65siNeu7UXlj11rdelbwZOUAlKZQKLA+uhyuBBCaORmxFUVW1HhYFfD4u2Hkf353/BZ2vyZO2nWGRGk5ks330K1XZx3eKU4lwjSO5rkbxbsacmu+7fv6rfwZWIiAiQEQiaP38+rFYr0tLSMGvWLABAUVER0tPTFRsciSN3KYgSa/851xcmGDOCIsPDcNfAjujUvJHX+2s7yjEgJN3q3DOCr3aWGTjDghlB4sguFl1tV/0533GsWPJjH/kqBwDwwsIdkvfR9bmf0eeVJZiauUXyPozsnMymD3IwI0g7DLQREZFWJAeCYmNjMWHCBEyYMMFxW79+/dhRTEdyT8+UmCgYuS6JUQRboWhvvP2EjpcGXyKS/eWjdYK3NXJGEAvOiiP3vbnaLqxYtByj3v1d8mMjFCiaVn7p9T4v+4jsfenh+y3HMChjObYdkR5QU4vzZxaDuERERMEh+Pv3kuBFSHYVZ+g8dXQVbPEyIbGtIPuRNffDFnFLQowcCOJkUhy5WRgXKqoEFYvWS0SYeU9F9p8+p8gFkL99tQlHiy7gwS82KjAqZTm/vzMjiIiIKDiY9+yLHI4XX9B7CCSC2fKBmjWKVmQ/x4pqXqdqBhyD2aNfCS8SmzBtET74NVfF0dQpKi0XXQSXk0lxlHi+Nh8ukj8QlSiREaSH1xftxNC3V6LXi4sV26eQotnTJLTI/uDX/Vi4+Sie+XYbVstoeMAgLhERUXBgICgI/PWTbADys0yUyFLxtYtgy4CRzzxPiJSVbN4e88f+mo6CfC1oQ4slMnlnzqPvK0vx07YToh7HyaQ4by7ZI3sfn689qMBI1BERbs5AUO3r/ny5cvW4hARVv95w2PH1v3/NRcK0RXhv+T6f2+84VowZv+zGY19vxpfrDnksMa2utsMmMLOpysCZZR/9ZkPXZ38OiQ50REREcjEQFAR2HS8BYIxMC07yhQm258ks07hnv92GhGmLUFquX+FVs5v5yx7HROu3facl7YMZQeIs2npc7yGoKiKcpyK1xP5tzPylJkj41pK9PrfxVmA+YdoiR2ZR+oJtuP7tlfjkj7zA49Ppw+tiRRUSpi3Ck/M2+9zmtUW7UF5VjfdXaJMNSeqTkv1GRETCSD778tcdbMGCBViwYIHUXZNExggueB+EEYJURhECtaJh8RMa0vOV8L91hwAAc1bZdByF+S3ZeVLW45kRRM7MujRMDWp8jvuqwVSbWTQ3u+b/7y7znVVUq0qnrla1QaoFOUcDbltYWq7yaEgLi3ecwMmSMr2HQUQUtCKkPnDjxo04e/Ys9u/fD6vVipiYGAA1AaKlS5ciPj4eNpsNTz/9tGKDJeDsRe+to7cdKTZEqOVo0UW9h2AKRvhdCXX6rLInYlp0lguU8XNBwaUcoUju75Bdw8iZWZeGqUGNjBt/CVe1tdsAYZlZYoO458oqEWYBGkRJPt0EwPfsUHQw/7ykx4UzsExEJIjkjCCr1YqEhARMnToVycnJ+PbbbwEAc+bMwfLly7FkyRLMnj1bsYFSjbt8tI/ec/Kso32uO6HtypU4//ybj4K2xshWMoZgzAgS+hrTyv2X6maRMVXqlFVA2qoXGR5wm8MFpThcUBeMGPH3VWoOyfDELA1ba8sXtF24n65s1735q+PrSAETaDHd5yqqqtHrxcXo+cJiLgclzTz77XZNLjgREZmdrIwgm82G2NhYAECXLl1w2223obCw0JEdFBcXp8ggqc6WI8Vebzf6h962o97HHaoM/uuSz898Qosffd+pcx63Pfi58doyh6q1tgKkdIzXexiksuiIwNeaJv/P9e9yz8mzag3HFHx9NngrIv3Q/3IE7TPcT6C+vKouKCskI0hMQOfMubps0nNllYitHyn4sURSHSooxf7T59C5RWO9h0JEZGiSM4IKCwsRdukqU0lJidegT2FhoeSBkfbUrONTxDX7LoweuFOTmj/6xoMFPu/7ZYe4zlakro9+Z52mYCckI6jwvPflzmaTMG0R/pHlu2CzUN6Whl2sqMITc7d4vV0IoUtlhCzRY30vMoOi0uB4XyEiUpPkQNCsWbPQsWNHdOnSBUlJSbDb7Rg+fDisVismT56MyZMnY8yYMUqOlfzwtzTHdtozO0JrIRz38OCvkLJZuf9Eeq0UG/3BGn0OTKJdrODysGAnJCMomPwjy3+x5VveWx1wH94yf4Rm1PrK1hEaCIr0s4Qs0DGIjORsGTuDEhEFInlpWGpqKgoKClBcXOxYHlbrzTffBABMmTJF3uhIMH8ZJn8ScPJZsw+lRuNl3+rt2pRC+flQu4Pc5sNFqu6fiITxlxG05XAROrdopOFo9He8OHAzBTmfw//M2osnh3fzuF3ZjCAGcMn4zl1kIIiIKBDJl+veeustAPAIAgE1ASAGgcgZM4KcWEL8+VD5Z7/1fWGBT6JgYdQsDV8ZQatzz+CW91fjshcX46hT1yqSZ85v3pdbRgjNCFK4RpBaPl97UNB2drsdCdMWIWHaIpVHJN7/1h1EwrRFmLvhkN5DESxQN04jOesUCPoj9wwSpi3CLe/9ruOIiIiMR3IgaP369Y5OYaQ/JU7N1Dy9UzsLhIArrU11O7b7UjBvga4uGl79dy5SSqSn9XkFSJi2CIcLSlU7hq9ujXrbf/oc5m44BLvdjh+3HsO3m44AAH7PPaPzyAL7ZfsJPPS/jab65PIVyAkTuFY3UkBGkBECQc9/t13QdrlemgY4+3xNngKjkebZb2t+hrRvtuk2BjG+3XQEPV9YjC7P/qT3UAQ5V1ZXI+gfy2qWbPpqtkJEFKokLw1LT0/HuHHjYLPZMHToUJdi0QkJCQoMjcR4fdEu0Y+p1vCELqQzYLxQIzD2778kod+rSxXfr1Lsbv8nCiVfrT+EqSO7q7LvTYeM2Zhh8Y6TWLzjJBpFR+KRL2uCVdd2bWGIYEIgD35R083sum5HdR6JcEIyevyJCLIaQYEKWz+/cAfuvjJBm8GYXObGmiBuRZU5fv+1S8P2nz6H9Qd8N5EgIgplkgNBEyZMgN1uxwcffIAPPvjAcbvFYsG+ff4LJpLyii+I75Dww9ZjLt+HcicrzanwVDdpGKX8TqXy8vPVvr74MiMKLVuPFjm+Lr5QgUqTTCYB4IiXTK7yymrc8eHagMvauj//s1rD8kroEjCfj2fXMAoStcWi313G+QgRkS+SA0HZ2dlKjoN0sD9A2jSpI/h6hnl2QvOW8cTpA5mV3EyLUFdRWffXX1lVjSqVCw7vPFaCnm1iVNv/P5ftxcaDgbOw5HbGq61t8+lfBwjaXu7rVM0aQct3n8Rt/dpJeiyRWOcuVmLPibNYuPlY4I2JiEKUrLOG5cuXY/LkyXjmmWcAAMuWLcPy5csVGRhpT9UaQUwDcaHkszG8Z0vcNyhBwT2KV15VFXCb2pcA60WR2fjrfkWBOb8/VFTZUaFyVskjX+XgjZ92IWHaIlysCPzeJNbxosDdv5S0Zn++oO2E1PjxR0hGkdSMoCfmbpH0OCMpLq3AI1/m4Nc9p/QeCgVwrqwSv2w/ofcwiIgMTXIgKD09HbNnz8bEiROxdGlNXZLk5GSkpaUpNjhSl5bTcU7961gEFu4Uas49KXjx5ssU3adYttPnXb73FvervZLMmCCZja/uV1KFWqes8sq6zJjK6mpUqbw0rLSsCnNW1XTQ+s/vB1Q9lhqOFl3AT9uOi35cXn4pCs6XSz6usIwgY7SP16MhQMYvu/Hj1uO4978bND82iXOW7eOJiAKSfHabmZmJuXPnol+/fo5sj7i4OBQVFSk1NtJYoYwTyEA4+a9jgfGfj+pqO06WCL/qLeTHqTb6D03kg5IZQQXny/HO0r2K7c8MnANBFVV2TevMmHFC+Oy32/DQ/3L8bvPajzu93v5wgMf5IySjSIv6TpVVgYNNKa9lBdzmhn/+psRwHI4Uqtf5j5RVWyOIiIh8kxwIio2NxZYtNam+tRkOmzZtQmxsrDIjI9W5z8vfXZar3rGYE+TC6M/HU/O34Io3luFnCVelAe+BobqlYUTmomRGkO20uNpswTD5dO40pEWNoBMigthG5H5RZtbK/R7bfOQj0+lYcV22WYWAgIqzCBVrBAmVlrkVKa9nyc74KbkorIHGhjzhHaXM1DEt1J0T+PsX6mJFFTJ+3o1TZ8393kJE5Ezy2e28efMwZMgQjBgxAoWFhZg8eTLGjRuHjz76SMnxkYbUqKVQi8kgxtIo2nud+MRmDQEA326qaZn8r+XSgoPeakJVO7qG8cVA5hIdoVxGkPvym4Rpi/DE3M0+tx88Y4Vix9ZLmVNG0ITPsk3feepA/vnAG8mgxPOTMG0Rujz7s6iJq6CMIJV/d3OzD6OotAJfrz8kaz9CP2bGzlojeJ8MBJnHOYUzgh7+Xw5mrdyPAa8vU3S/RER6khwIslqtKCgowMSJEzFp0iQkJSUhOzsbffv2VXB4pCb3wI+aS3d4+lSnqtpu2MBYfbclMO7ljIovCLvKVj/Kc+LMpWFkVvUiaz4q/6VAK2JvLbprA6/BqtwpM6XkYqXoTBWj2XSoSNbjDxeU+r3wIifgcDC/FHln6gJVk78QvlQsIqzulDD31Fks3XnSY5tqux3VGgRE6kdJbmqrGi0CQVsOF+OHLex0Jdc5hZeE7jpeouj+iIiMQFQgaPLkyR63jR49GlOmTMGECRO8Lgvz9hgyBvfUcjVPchgDqPPKjztNExhzDwQt3Oxjwur2AzWIisCH96S43Fb78uJrgcymdmnYp2sOyt5XVIDlN3lnzuO+/66XVfTXaFbtPe3yvRZ1ZvSWtct7Z6kth4tw9cwVuNFP/Rq5QfNb/73a8fXGg4U4LHB5oXOQMvWdVZjwWTZyT5112WblntOwPvMTejz/i6wxBtLAy8UEvVVp8OG17WgxHv1qE7YdKVb9WMHsfHkV/p4VWrXYiIjEEnXJZe7cuUhOThZ1gKyswAX9yBjUvdgV/Cf+Qh04o+6yAiVZ4BoJemHhDtxzZYK3DT0M69kSFotTbSBGgMiklCwWHagz03Vv/QoAuPPDtfjl8WsUO66RGH1p2OGCusCJ87I2JdR2A7P5+RyQ+/wUlbpmbjr/PP54e23uPnEWPVrHOL5ftrsmwHVBwaXkB/PP45/L9uG1W3s5bnPPThXjWNFFrLPlu9yWf64McQ2iRO3Hbre7dPkUkwl13ZsrcOZcOba/PELUMWsdKihF73bK1tw8fbYMI/6xCu+M64PrurVQdN9ERGQ+ogJB48aNQ3Z2tqgDjB49WtT2pB8u3dGO3kERX5Ug3Eclt9O9849p8LkfkU/RkcoViw4PE/ZHladyHRo9Gb3WytUz6+oyzb7Uhl4pQlq0a7H0ypsIL6/NR77cpPpxr33zVwA1gQrHWMItOFdW6bOenT/Ld5/C8t2uGVnJl7qM9W0fJ2gfCdMWAQByX7/BUURbaICuym5HXn5N8O1o0QW0jasv6HHOhL5PiPHkvM0oOF+Oe/+7AXkZoxTfv9KMHjAmIjI7UZ+ws2bNUmscZABqBoLKKsxdE0JpZjm9EXwqKuAHqisWLXk4mri8XSz2njyLi3zN+lVVbfTed8pxrp1iRMeKzdXJplLlrmFGJiQQpMUSJG+EjE1N247WLYeqDUBte2k4GteL1GtI+GLtQdw7KBGA8ACm86+vTGLmlJDC3UIdK7qAqzKWK7Y/rfyRmx94IyIikszYZ7ekKTUvviwI8mKoQUtuSpCT2qvcZggfGH3ir7fKKjtG/mMVXli4Q++hhLwft5qvsGwo1AjyJSqi7r1lxN9XYa3Nc7JbpfDz8x8frebdiQ0+VFZVY96GwyhXaPlcabln0MQ5OKSmf2TtRcK0RR5t61/6YScqqqpRWl6J3SfO+ni08h7/ejMe+HSDIvuao3BWm1ac/1ZqRXu5jYiIpOE7KjnovVwppJjkqVYyOZ1Z3sHjcGEp9p06p/cwgprQjLTPFChgrbVQXvLhHGzZc/Is/jxnrcc2QjOCvAVOvBH6txomcjnS7R/8ganfbMVVGcq01PYWUPIXlFeyoPI/smo6Aqa8loW/L3UtMlxaXoX3V+QK3pcSSx/PllUia9cpHC++gBv++Rum/7RL8r7EZHsPeetXJExbZIjzQW+Bye8eHoSo8DAsfHiQDiMiIgouDASRw2/7zug9hJAhJitmSLfmuPeqBGUH4ON83/3kT8GEINMsDaPAGhqwtXOoCtSFzIiMXiNITb4yGpxjMFUmWTm39VIg5sw56R3uxs76w+/9/mrl3Pze73h/RS4Spi3Csl2ere6l+ueyfR63nRXRjlzJulJfrD2IXcdLFK9V5UttM4v1Bwo0OZ5YPVrHYO/rN6CPwFpPRETkm/nOIIlCzH/vG4CHruuky7GFxoGu7xG4A4kjECRjPMGm2m7Hre+vDryhwYjNHCD1RChYS0QrWmYEGW0pqq86PM4Bj6oQqqG0Ia/Q7/0RYRYcL76A82XeAzFvLt4DAHhq/hbFx2YEetWqU7pbnhKmjOim9xCIiIKK5Mu6CxYsgNVqRd++fR23ffPNN7BYLLj99tuVGBtpzNq8od5DCBmis2J0mutZBKYENRHQljeEkwB8+ug3YbU7iHzRu8CvFFoGOtbuz8fRogu4WFGFTs0baXZcX3z9vsIsFtSGyQvd2r+HspKLFbhFQLBcqTpFRlNpwPSwY0UX0EZCJzQ5sp68Bp1bNNb0mEREwU7yGWRaWhqsVqvLbampqUhLS5M9KCIS5u6BHVXdf84hz6u13pZ1+AoXNW8cXffNpYcZofaAUXzyR57eQzC067sHzjQLdUp2F9KKlhlBW44UY1DGcgx9eyVu+7f+2XfeCuACtYEgcrf3pLD6RkLrJSlp1d7TSJi2CDuO+a5VtCCnplFGRVU1Rn/wB7J2ilvCVuHjbyXfrai1lq7KWI7hf1+p6TEZBCIiUp7kQFB+fj5iYmJcbouNjUV+Pts9mhbn55pRIhYy/8Er8cLNPSU9VuiUw9s4dx0v8dyfjx0uenSw42suDZMuVOeIH9/bX+8hGJ4ZM4K07BrWICrc8fWmQ0W4KLGdt1KELA2jOhEKPy+bDxeJfoyv+kP3fLweAHD3f9b7fOx7K3JRWVWNfy3PxcaDhXjgs2wkTFsk+NjeMoKenLsZya9lYdzsNY7bjhdfwMLN2nVnFRqgM6p1tnxc9+YKXQNq3jw5dzOe+26b3sOQ5OzFCp9LOM2gqtqOh7/MwZxV+/UeCpFmJJ9BpqSk4Ntvv3W5bfny5R5ZQmQenKBrR/zKMM+T4f4J8YIngbf3ayvr+M681STxtYSsRUw9x9e1nXAqDJjqbnRx9SP1HgIZlL+uSkalZbHoxvVcV8DrXag6KsL7e2WoBnsDefH7HXoPAU/O86w/dLLkouPr4gsVWGvzfRG0stqO40UXJB3bW9B0waaagI9zQecrpy/HY19vxk/bjks6TqgZP2ct8vJLkfrOSsNkKReeL8eCTUfxxdpDplvqWFZZhd4vLcFlLy5GtUnrACzdeRKLth7HGz/t1nsoRJqRXCNo1qxZSElJwdSpU5Gamor9+/dj48aN2Lhxo5LjIw0Z5cOQ9CPkJSB14lm77zkrtel+EkyaNYpmu3YnTRtGIf+89E5FwcRXYMHIKjWsEdS4XiROlhjnqn+4j/dPZgSZyxVvLHP5/s9z1kreV1ml7yw156VhCdMWoXVsPZ/bAsCmQ4W4sXdryWMJNYWlFfhx63Hc3KeN3kPBOadsGr0D1mIdL6oLjJZXVaNeWLifrY3p7EXWZqPQI/lSotVqRUFBAaZPnw6r1YpJkyYhPz8fCQkJovaTk5OD5OTkgNvZbDbMnDkTmZmZmDlzJoqKiqQNnMgAtA66uR9NzpRD7oTlj/36Lx/VohXvG7f1VmxfLrWWNHJg+o3Iyxil+XGFaB3nfzIUSpgR5F+9SGM9P49/vcnr7eEGSQkqq6zCzmOey3+D2ZNzN+t6/G7P/eLzPvelYceLL/rYUj8frrIhYdoiXNChTpNY3pYGfrtJuyV1/ixxqh/V4wXfrwkjKnd6nZq13lk1L4ZTCJKcEVRrzJgxkh+bmZkJq9WKnJycgNuOHTvWkW1ks9kwYcIEzJ8/X/KxyRPfArWj9XOtZOBJbnFao7VzVsudV3TAM98qs9a/WSPtA0FCO8bpwSiTZrFyT53F/tPnFd2nGWsEnTmnXTaXt2W1evLVEcwof2/+ghLBaoFBAgHeVASop1V8oQKxOi8dfv2nXQCAfy3fh6kjuyuyz+pqOxbvEFdYW4hb31/tcYHDKNl4r/64U+8hSFZWYa6lbN5o2cSAyChknUFu3rwZ6enpmDx5Mt566y3k5eWJevyYMWOQlJQUcDubzfXqvdVqRVZWlqhjUWAMhsvTrFHgFupSyZ0juP9q60V6T9sVEqSR+zrhZ614TVV8bXnjq7ORUTRvbL6MoGo7kPrOKkz6XNnl02bsGqalbUd9d3QyEiPE82b+skfvIQQlux2Yv/GIpMcGWkb5p/d+93I8OxKmLfJblPpfy/Y5CvtWV9tx1K2G0T0frxdd66XognJLa1bsOaXYvgJxL0ge6LkjT+VVxs8GC8Rsy/GIlCD51OPNN99EUlISbDYbrFYr1q9fj06dOnkUkFZCVlYW4uPjXW6Lj4/3mUlUVlaGkpISl38UWKhkaqjlyWHdBG+rddDN/fOtW6vGuGNABzw2tIu2AwFrUUmh9WR/z6sjNT2eWF1bNtJ7CKL5qwMi1ZT5W1TNCErp2ES1fRuVGr8nIcy6nEKMhGmLYE0PvQn21xsOSX5soA57B/NLPW477dQJq6jUe/bd20v34to3VwAArM/8hEEZy/HL9hMu29jOKJu9KEaZhsWSnTOCbKc9a/HtOl6CYwZckmckQZERpGE3SyKjkLw0LCMjAxs3bkS/fv0ct+Xk5GDYsGG47bbbFBlcLV/1gAoKCrzePn36dLz88suKjiEUcH6uJf2f7Om319Sw+eeyfZoel68z4zPKMpVgsvWI8pkp8zceweOp2gdzg5leS6NCIRAEhGZG6Ms/SF/yo2aXzTPnyjHXKUi1ZMcJP1sHL+eMIG9ZIa/I+P2FirIg6AbLjCAKRZIvJSYmJroEgQAgKSkJiYmJsgcllK8AUXp6OoqLix3/Dh8+rNmYzIwT9ODlLwtnzt3JaNIg8tJ2QvYlcywSH+feBtrI/ntvf72HIBmXGqlj48FCVfZrxhpB5MkodUrIWNSuW5L2je86dqnvrBS1L+d29mbiq5NfLTWDcWJUVlXj201HPAqIy1V4vhwH8+VlfxkxI6i4tAKp76zEH/vPCNqeNYIoFEk+gxw/fjzS09OxefNmx7+33noL/fv3d7lNCXFxcR7ZPwUFBYiLi/O6fXR0NGJiYlz+ERmJezDl8/sHeN2utlWs3CmCR9cwp6vPwy9rhff/ErhWV92+5H1YGn1pWL0I+W1Ph3RvocBI9LHv9Rv1HgKJwMBdcGAcyLzUzCRQetLvz++5nhPmchFLtHJPncM6m/5dQcVyrxEk1MLNR3Hnh2txxmkpnpqG/30Vnpi7BcP/vkrR/fZ7dSmuffNXjzpRYpQbJFjm7Kn5W5B76hzu/HCdoO2rAtTjIgpGki+xL126FDabzWvnrqVLlwKomWzu2yd/2Ulqaipmz57tcXtKSorsfVMdOR8CJM/VXZp7vV2xblEKnqfqlRGklYbR8gJBXz5whUIjIQrsjZ926z0EUkAYI0GGluelFo8WtkhYUmqT2Jnw1FnPgIbYltrZBwtxhbWppOPrJVxiMP2xrzcDAN5estex1F5NtTWb1KrdlJ1XgLZ920p6bFmF8YpFnywRV9fJgLEsItVJDgQtWbJEyXGgqKjIJcMnJycHcXFxsFqtsFqtLtvabDakpKT4zAgi9Sx46Crc/u8/9B6G6Qk5tRpojcf02y9X6HiuR/R12iNkXHIDOQZPCEKjevJa8V7VuZlCIzEuM7e5JTKi8BCpEWRWq/ae1nsIPuUccl12+uc5a3UaiTn5ywjKPXUW2QGW9Z69qFy3ND2Jyf7yeKyBoigXK6rQ/Xnxtd70yAjq9tzPKKusxoHpN7I2I+lC1+ICWVlZSEtLA1BT4DkzM9Nxn/v38+fPR1paGjIzMzF79myvmUikvqQOTfDtQ1ehf0LodZMJRMx7uJCrbF9PvBKJzRrKGFGdQIeziFh8Jndpl9grjFprJDMjiChYPHhtJ72HEDLMXiz6ogEzAkJFMF6cU/M0objUNXDjqz5X7qmzeG95bsD9BUudNjnBHCPVCJq1cr+kxylRI2jN/nycENFhrrY73vaj7G5N+tD13Ss1NRUzZsyA3W7HjBkzMGbMGMd98+fPx9SpUx3fW61WxzYzZsxgNpCO+nVogi8nDNR7GIYj5sTlo98OiNq33CsFvdrGuu1P1u7kUeAE7y9XdJC/Ex8aRpmnKDUFj6umL9N7CC4SmzVEas+Weg8jZJh9adhL3+/QewgURLIPqld4us8rrisafAVyUt9Z5bXL3bhZa1y+F1Nj6ETxRTz+9SYUlZYLfozSikrL8fmaPFS7/XDBkhF09mKlpMfJrfW181gJ7vhwLQZK+CyvYH0i0klwhLFDxP7T5/QegoO5T1n1t/lwkabHi44Q9qcuJNtH7Edl+/j6sh7vjZoddhrp3J1ssApLy6KC5IplMDsm4iqiFg6oVIeCPC3ffRK7jpv7ivDXG9idNRj9vk9YxyWlXdQww0Ts+cT6PNcgVYSIz9eB05fhu83HcPsHgbO4xASLxBTq7vvKUjy/cAeeX7jd5XY5gSAjZQRJJTcjaOuRImUGQqQhzg5MZOjb4lp5qolrWYOLmF+n3JRtqUvDnkjtKu/AAjWKjsBjQ7tocixvvpBQbLpLi0Z+728Z67vo+B0D1MuuIjKDssoqrM49g7JKfZY3/fWTbF2OS8FH6cSMBz7T57XZWMMLMlK7htWS0rnRuaC33W73+t7T95WlgveX+s5KjJ+zFqdEFEh2vyApLyPI/EtD1ez+R2RUkt9pS0pKYLPZUFBQgPj4eFitVrZpDyEmz2IPefJ+ffI+LEvLxZ8w5GWMAgC8okGR4kbREfjzgA54/addqh9LKQ2jpZ80GzVZqHljhTrmEQXw4sId+HrDYbRrUj/wxkQG9vFqccvOjap+pHa1+uRmGH+25iCev6knIsPD8OS8zbDAgrfH9RH8+MT0n2Qd39mBM+fRIqaepMcGS40gqSp1XJ5VW+er9lyXSCuSpgDDhw9HYmIiHnjgAUydOhXXX389mjRpghEjRqCkxNzpzcHinis7Snqc0Ii4WhlBQ7p5b6NuBmomScndtcViwXOjegTcTlDXsCC/aCImqKLGMi4pxFw97drSNXvIqEVqf5s6RO8hhLRmjaJ83ndznzYajkR9tcuajhRe0HkkoUVu4wEKXlp+Lv0jax8Spi2SVbfn0z/ycK6sEgtyjuKbnCM4XyatTo2e5HTGM1KNIDF2HCvG4h0nABijfbx73SYitYkOBI0fPx5jx45Ffn4+srOzkZ2djYKCAlRVVWH06NGYMGGCGuMkkV65pZekx60VuMZYLR3iG+h6/GD2wNVWx9fugTwxp1xiP6bEdCQzgkYiAkHORbifG9UDvzx+tRpDCkhMgevUHq4FgI0aCKqn4RVh8uSvrhRrTpESuBTDPFbnej83fPzrTRqPRD1frj8k+bG2M+ddOueVyVhmpZRtR4qRMG0Rrpm5QtD2BSIDYYcLSpG58QgA42cE3f2fdThcUOpx+6h3f8ekzzfiUH6p6u3jX1i4HQnTFiE7z3ch9EEzliN9wTZFjrchrwAJ0xZhfjbrt5Fvos/mcnJyfAZ7Jk6ciJycHNmDIv0o0T5RjqdGdNP1+Eox6NxaEcF+EVdMseiB1ngkd2yCcSnt8MDVVnRvpc/yWDkFrtUsvE3BKSqCrxmSz6xZBKHmm0uTfW++23xMw5GoS8y5zdduQSP3QMiX6w4qMSSss+Uj/1yZpMf+53cbAOCQlwCIN+5xkNxTZ33WDbLb7bh65go8PX8Lftl+wvB/y7/tO4Or/QTE9p8+p/r857M1Na+Jl3/wXeLgePFFfCUjIOls8hcbAQBTMrcqsj8KTqIDQYmJiVixwvsf04IFC5CYmCh7UBS6YupFomdr4ZPpCVfz9SaFz2lckAd5hBCTXRMRFoZvJl+FmWOE1wNQg5x6ClECO8qR+t5fkav3EATx1W6ZSIyKSn7gqG3l3tPYc+KsrH3onSluRNPcsjbcAyFvLdnr8RgpxZjHz1mL5NeyMGvlftGPFat2qWZlVTWumr4Mqe+sQtfnfva6rXNdo82Hi3QrtK8krTIUtbrgrmXnPTIv0ZeRZ8+ejWHDhsFiscBqtSIuLg5FRUXYv38/LBYLli4VXuWeyBsxb5FG6l7W22mZkNLU/jHFPI922L2m2AYLLbuVCBWoNbOc18d9gxLwwa/qn2TqqVvLxthz0nMyNKRbc6zYI70ugtLeXLxHt2NPuDoRH/4mrNBssC0NiwoPM/wV7WDE51x9j329We8hhISyisCBkBm/7Ja8/4yfvT/2w1U2LNt90uW2+dmHBZdZcK5JU/vlws3HcKxYePcxwHuQq7rajjATZRzrvSKCSA+iZzyJiYnIzc3Fpk2bPLqG9evXT40xkkD1I8NxoaIK30y+Su+hGFL3Vo2xW+aVMV/mThzoUi9GbfcNSvB6e4f4Bl7TgN0/iuUEDux2YOnOk4E39HIs9xTnh67rhH9LDELkZYzCjmPFGPXu75Ie74uYYtFNGkYqemxfnFvNKmnkZa3QonE9jE1uh/l+0v/NrmVsPa+BoG6tYgwVCNLTs6N6IrljEzz4ReDl3Q2igqt+U2S4BRKaGZJMFQwEkYEs23VScsFof0FNu90Oi8WCT//Ikzgy39y7mx7ML8XUb2qWAt3aN3BR/wqn9WD2S5dhT50VvxTNvSZSzqFC03XCqqoyZyDIbrcjMf0ntGgcjfXPpmp67KNFF1BdbUd71nc1LcmX9Tp16uTxj/RV+ybewuRtlyPDhUcpRvVureJIhLvC2tTleylxlkev7yxou8WPX4MXburp9b5nbuwuaB8dmzb0ervaXcNyT52T/mCNNIwWPsm9rI12wT81TB1p/JpcfxvaRfF9zn/wSkVOTuMb+u6sZUYjewV+P/37+D5BtzQsIsh+HrOQslSGtOfrwlHCtEXaDkRlOYeKBGdFuvNVLPlQfikGTl+GD1fZ0NRPJ0al5OWLu2hUWeWZEVQpIUDrHggyY4HiA2fUueCmhu82HcUjX9ZctNl+tKZbt5QAnhyVVdUYlLEcV89cERRLA0OVrPbxEyZMYPt4UtybY/qgTWw9tGtS3+92G55NDaoo9FPDu+ExAZPeJg0iJS+J+3riQNw1sAOeGNbV5XYxu7M7Qo7BKTpCWCDo9qS2Ko+EAODJYV1xYPqN2PHyCMX2GVdfm0wuo3noOvkXbHqZPPjpTbAFtsyCGUHmIPQzUWsLHx7kcdsdAzroMBJgjS3f60Wyl3/YgZMlZXj9p11o1sj1Iu0GP92jAtnnJcNVCue/wdoaQRU+lkg99vUmJExbhHeWetY/MkKXNDkKS8u9Zg0b1eNzN+PHrcexfPdJlFfpE4Q575RGW1RaocsYSD5Z7eM3bNjA9vEGEizdnLq1aow/0odiXEp7v9vF1DdeLZdaUgM1ET7WU0tpwX5dt+Yetw20NsVrt/b22SI9L/88Xli43e9+lXydCdmVkWr2XJEY7/g63ED1qYKdxWIRtWQvkC4tGyuyn4qqaqT2aKHIvszC2ryR3kNQXJSILFRSzgUBdVVIf5+vVaYDltL6tI/zuM3XOZQWft5+3OO2UqfJsvu509hZa/DmYml1gx6fu1nS49z1faWurquvjKCEaYsw45fdWHipQ9y7y/Z57EdKdt+h/FKs2H1K9OPUYIZsdW8OF1zQewhkcmwfH4RCZX4qNjhST0ZnJX8eHmLMZZH/vbe/6MfY7XUtLv0R88w7byslhrTxuWESHqWO9+5McnytZqHTBwazG55a/j5euQ5vZy9WYsLVVsX2Z2Sv3doLB6bfiPAwC7qL6OxoNOWV1Y4r37Ui2TlPEe7Pqz//zNqHP723WsXRUCiK0DGoe8JLgeWLTktmdh73XDHx/gppNRKLL4jLwBCydKc2mOOtaHKghhJSlgZd8+YK3PfJBqzOPSP6sWZRcrECz3y7DadlLtt646ddSJi2CFki6nMSCcH28UEkSBKCVNOnnTpLGuIbKleTSW4Qz7lmjXNWUqD9ij2sUq+1QMcd1LmpZu3NU3u0xKu3XObz/vbx9dHMaY1/uApXHve8NhIA8NxNPZH7+g0Biz3+977+WDVlSMClLY9er3ydHapxhbUpvn/Ec4lCMKp9TxnWs6Vp6yP1e3WpS+tjQN8sgmAiZnnIh7/ZVBwJhSql/5a/33JM8mMTpi3CpkNFyg3GSZMGUdjlJbDkS7fnfgm4TW0gSMqSTTn1vjYfLpL8WLH2njyLJ+duxsUA2YhbjxQpcryxH6zBl+sOof/rWbL2M2dVzfvl8wEy9vVWWVWNr9YfMlW9pVDH9vEmsfFgoeBtjdRSXY5AFxctFnEBjCq7HQOt8Vhrk74u2xsxV0EDcV9DXqtxvQh0at4QldV2n9sAQPv4Bvjl8avRpIF6kzQ5P67Yx/rK+vK1tE2Oj/4vxeX72/u1xYJNR13H4/S3ldIxHkpqG1ffpRZDRHgYzpVVet22f0ITJHeMx5BuNcuSHrquE/7zu/cil5Ov64RxKe0xNXOrouNVQ2z9SNFXOo3g8nZxyMsYpXjx1CcUSv9XQnO3JgT3D07Utd29klgjSBkXK6pUy7wlEiJU/pbjGkTihn/+pug+a7OcKyV0z5JTI2jWr/ux83gJ3nfKuFbL8L+vAlBzIe/Nsb6zg//03mpFGkrsPaVs3aEqg7e4/3TNQbz6404A5ukWF+okZQTl5uZi3rx5mDhxIlJTUzFx4kTMnz8f+/btQ0JCggrDpDPnBKQVGvv9QXFCgkCXtalbwlBVLSwQoUTXNamhuNHJ7XDHgA741x39XG4PC7Ng6RPXYvlT1yEswBWv7q1i0DKmnsQRGIt7WeraYrcPD6npsNY2zn9BcTneGd/X7/1izze7tmzk94OxtNwz6OMrKHLPlQmYdkNdh7imjaKRlzEK3Vt51r4x+omDFN3cfs5BnZv62NLcvnULROohbWR39Ggdg+E9W7rcLmWyYFRaZR0Gu4s+OicRaeXWfqHRxCHOx8W+fzst4fpus/9sJl8Xmiqrxf0dz1q53+/Sp4qqany2Js/rOQ4AnC2rxKKtx5ErImhSXlmN77ccw4OfbxQ11lr7TweuCeRrvEBNh7HFO05IOnZ1tR1Hi4TV9jmUX4pqE53D/bbvtN5DIJEkX1bv168f+vXrF3hDUkSYgCyf2klzcOQDCdMgQKvvaTd0x93/WQ+g5s03RkC3oKaNokW1YVSyeHJkeBim397b632BAkByiO0aJm7fvncu9qmbOrI7po6sC4DENYjCpGusmL1Ku2UGAxLisT6vAMN6tlJ0v2cvep50lFzwfiJSLeJFJzcQtHLKdbj2zV9l7UMpa9KvR/65crSIEResfWBwIlbt5QmKFJOv64TJXrqNiZ0sGFmoZBGojcWfSU9/G9oF9UMkI61JA/mdLw/ml3rcVl1tx+bDxbL37eye/6zHGls+Xvx+Bw5M930x7PTZcnQW0HvhjZ924T+/H3Cc2/y07Thu7N1aqeE69HxhMQDvmS1D3voVAPD5/QNwdRfPxiz+7Dl5FoMyluOzvw7wu91X6w8hfcE2jEtpJ2r/enIujq6UncdK8NqinfjgL8mIVeB1T64UP/sZP3680rskAGJiAHJWhhk1iOS+LKFWoLamzvPlKrsdL//pMiR1iMOABOWW9SQ2a+hxm9FW5xllOO6Tx2FuWQbuhBQET1HwdynE1xMHYverIxWvkeKtQGPJRe8ZQWKyMeQGgjo29Xx966V1bH30ahuLFo3r4a6BdW2CL/PT0rxzi0a4pqu4EzUKzNvr1axYI0gZF9wmAVdlLNdpJBSKGkTpGwTSMvtWSFMPKYb/Y5Wo2kNCbDpcU9pCqYumc1bZXJ7rI4WeAS2tbDvqPWg28bNsrNmf7/exWbv8F37+R9ZeAMC87CPSBqcD988AJdz47m/4Y38+Jv9PWvYX+Sc6EFRSUuL3H7uGqUNIRlBFEKXqu5sx2jNLRkgtJOcgTXW1HW3i6mPBQ4NwY2/f2RxipwRDQ6x9tJwP89/dukPECcjQMpqwMItmdTBKfCwNE3PCGYxLwwCgT7s4x9dpTlliYtw5oEPgjcirYHhd7T99Djf88zesO6Bs3bhQ5Z4RpGS2LJE3u14Z6Wgjf9+gBF3HIqdOjlGo0UbdiEtGcw4VKVLTL8pHNumSnSdxx4drZe07IizwFP1cWSXyz5XLOo6S/C2nc2e325EwbZHg38NhPwG/kyUXkTBtEfq+skTw8amG6KVhY8aMwbJlywC4Fsm1WCyw2+1BU6jYaMQ8rWLbqmvt4SGdcGPv1hj17u9+twu0BKn2pxx1eWss2nrc6zbt4xs4vr62m7CsALEvYW+v+ZrfgZnOglVcdub0tehi0cZ+KavuvI+rK1UinshgytzwJTzMgsRmDUV3qujQtAHyMkZh3Kw1WJ/HYAAAtImth2PFFzE62X86utlrBHV77md0bdlY8avfoayMS8NIY/WjwrHwYWN0bQyGQJBWlGyyoic1s0mF1K5TsmHDmXNlaBQdIetCp5iMIOcSHMUXKhAr48LwV+sPAQCKSs3XbERvojOCMjIyMHr0aFRVVaG6utrxr/Z71g1Sh5CMICN5enhXfPvQVV7vi44Ix2VtYn3e781VnZo5vrY2a4gfHhnsqJnz9tg+GNy5ma+HYsOzqfjsrwPwpz7+W3EroeGl1ORebWMCbFlHzYLHarADyBdSvPyS1nF1havdP/wDnQq89Cff7dzN5m9DlWvh7iu4839XJXjcZpZCgy/L/F336xAn+bFPDe8KABh5mfdMQXM8g8r4I30osp9LxVPDu/ndrkqjGkH3enlNB9JKQLH8sspqFJw3zpVUtTzkpb6TWlgjiEKZnBbqocZbRukdH671mR3y/ZZjSJi2CEt3+l9OJZXUz/hIFRsNaLlk+XjxBaS8loVrZq5w3CYlWFca4DNArQBgkMQVdSH6FZyUlIT4eN81OVJTU2UNiLwTEwiSGzN6f0UuHvt6k6wJ5CPXd0G/Dk38bhPofmfOEeoHr+uE3u1iXe67spPvrkHNG0fjmq7NXTJ3/P1kcp6/hY8Mxj1XdsT7fxHeBjPOhMXPnDtTBHJDr7oifmIzBjs1bxRwG281msTa/vII2fvwp1F0BG66XLlApK9CkXcM6OBRJ0GJjKCVU66TvY9AvAWxxHhrjO9WsIFcYW2KvIxRmHV3stf7F231330l2DRrFLgYd4VJAoz+8Aq+shgIolBWVsnXv1D+zkvc5x5llVX421ebAAATPstWZTxSlzqr2WhAyyYGq3Nr6hnVZul8sfYgEtN/wrjZawDU1Kuct+FwwECOv2LRl7+0GInpPwWsnUTakvQqmzVrls/7MjIyJA+GfNOyluWbi/dg4eZjWGsz1h/rb1OH4N07+mFMkroV9L0trRPaXrhzi0Z45ZZeaB3rmuXz0s09FRmbVIECMKK6hokMvTt3wwp0nHqR4t+SOrdo5LVtuhiNoiU3UNSFc3DNXbjbm4WYDmO+iC0Y/ciQzrKPKVZYmMVrJkhLkR3Gvp44EADQPr7ub3jxDnWuQprZbUHQprmiioEgJRmxFghpKzLcXNnrSjJ6RtBHv9lw3kfLeK2VC3zvnb1yP7o994vfbeassuGFhduRMG0Ruj77s6TxSP0scK4RVKjwsiQpf0tbDhcJ3tZutzsCYO5znNmrai72rr9UP+/yl5Zg6jdb8cy32/3u09/fQMmlucAXa9UpdE7SsGeqSYjJpFDqY/iiwa5utI9vgD/1aaNqG3VfkkVkL3lz76BEhUZiPi4vXbeYROvYuol7t5aNsTrteknHuENG0d8Nz5ori7F7q8YewR5/lKoR1MGp3pY/eRmj8PSIbvjl8atxz5UdFTm2UF88MAAWC3B997oC7v/8s+ty5a4t/QcNB17KDvptqrTXYqjonxCPVVOGoF0T7Za2PnitssucjD5xE2PWXcKzUNXCjCDyVTw3FAgNbujltUW70P/1LL2HAcB/jTnrMz85vhbSHe3MuXLHdlJ/B2Jq3jlfDK3N2ik8X44Zv+yWdGxfpGQE3fL+asHbJqb/hE7P/ITS8kpECQw6bTpUKHpMZGzmugwewsRM/JRigQVFpfrVUEjuKC/44o+/DBClyjEN7twMv+eewbVB1rpabFjB30u3QVQE1j87FBFhYWjSIJLF5lWgVC0XsevVu7eKwSu39FKtzW3jep7L4zq3aIwD00d53f6HRwZjz8mzflvNkzgdmjYQnC1pREafuIkx0k+WoFZYLJqiIvRt4a6nMhNkxPlbuqMlNbMxpSzzEvO8OF9cq83a8dVGXo4IL8GZU2fLcFHh99nNh4pEfY4v23USWbtOYtoNPRQdhzefrD6g+jFCnXnP4EKMqDmYgnPpOatsjq8vb6ftBOrqLs3xn/9LwaopQwJuK3a50i192+KGXt4Lw7o/fZ/c11/Uvmt9eE8KPr9/AD68JwWAvGK2atMq/OJtmVKLxvUQ3zAqqINAWv/tOKs9Kap9esf3b6/p8f92vTrLxEZc1hJhFmC0wKWivdvFYkyATlhiaZ3xJJd7MM+9nlSoETth0LLwshm9tmgXThRfDLjdO0uU63RDxhJt4sCwXGsMVk7ByAIFgsS0IXf3yR95oh/zTc4Rwds6j12tYtF2u91nRtA/svYpfjznYwWqD3v/p9n4av1hLN5+QvFxADXZVbVe+mGn6Mc/++02ZLMLrGCh+45tMrrMkS2ukW+rAkV5L+1WsKE9WqJDU2FLUsSIigjDB3d5Lwzr7rpuLQJv5EX9qHBc3aW5I9LevZXwTmJK6d22JgAxwkc3JCnklJwJogvwgmx9aTjSb+iOT+4boNsYaie7B6aPQl7GKM271D05vBvyMrxn6QDAhKsT8b8HrhC9X4vFAtv0UXh7nPQi0XLsemUkXrmlly7HlqpHa9f3oJsu1z+LhIJL+oKtAbd5d3muBiMhPZg5Q5C0UxFgKVbPFxZrNBJh7Ha7o1tuRWXd2NVaCpmY/pPPQNBv+04rfjznn8N5aZ4/efnnfd4ndRHLws1H0e/VpT67xwnxv3WHMGbWGsmPDzWSX8HLly/3uK24uBgLFiyQNSDyRUyNIHWiRmpkbGjR0l00iwX/vVdaFpA/vt4Y1QzyfffwIGx7aThaxQZup+xPn/Zx6CgxIOccOJqXfVjWOPSUILJgMgDE1IvEpGs76XpyLCTrQY+lp7WeHdUTgzo30+34ocRica0lkzayOwZ3boZ/3dHPz6PIF62DqkpQu8i3UjXJyJzUyAjydyGBjOd8WSW+Wu//XM9Mhfqrq+14e8leJL+WhYRpi9DnlSWO+/7y0Trc9dE6VY7razn+jmMlih9LaGbT7hNnBW3XIEpa5ZmFm0OrQ6sRSH7HTktL87gtNjYW06dPlzUg8k6JYIGQE8Bf99RFmi1wDT+pMVV8V8UJyL0S21FbAAzp3gKf/XWAoGVpQoXpkNYVHmbxWkvFXaCTd9eRizvRr++0/OScQTpWSPH+X/QvxiqFkInZQ9fVLN+6uovvgEyoT++KLyjbEcQImjaKxhcPXIGbjRiQJ1Wo/TkUUz/w5w0FL2YE0TUzVwTcRkggqOC8fjVKnVmf+QnvrfCdxfh77hnsERggcXa4oNTv/WotO/N6rDDXYx0uuCBrf/VDfNm5mYgO2X300UcAAJvN5vi6Vm5uLjZu3KjMyMiFqBJBPjaefntvfLvpqN/HfuxUmMsjA0ih80f33bZoHI1TZ8tcOkiJ5W25Uu2yKKmuUbjIs45JFwEFqusQZpH+648IM/+JYcOocMQICKjJcVWnpqrs170uk/PfdW3R9A5NGwS86mqUkzK9zF65P+A2cQ0iUaRwC1kiM4llICikMRBEZwVc8Au0NAwAkl5dqsRwNJEv4fxoxR7/S7wiNZo03PnROjRrFC17P861Wo1Qf7B2ednsu5MVLY8RbES/Y+fm5iI3Nxd2ux3Z2dku/wAwEKQSucuymjWKQr1IcX+YRwtdI8JKLTnr4ta++auJAzE6qZ2kOiFq8PZU2xXIhzBzMWTnsYutEeStQLTZqL3cISLMgs/vV+f1794WNTzMglv7tsE1XZujRYzw4GswZsSIcfpsWcBtFv3tag1GQkbUMCocix+/Ru9h6I6BoNAWDBd+SH2VJloaphcp7eOlOnMu8PmNu3//6npxzLkLZ32R800x1tny8b91wrvRTvqccQl/RGcEZWRkAACKioowa9YsxQdE3slvGiY+CPHMt9sw6Rpr3R4UimMM79nS5ftOzRupUvBV6tRdrXCNHkvDlBJmkR7IEvt7mHiNFXNW2fB4ahdJx3M3qndrLNp2XNJjmzWKwplz5Ujq0ESRsfjSICrca52evu3jsPlwkax9ewvE/ePP2teEad44OmAwpXG9CMMGnIRkRJmxZgwpY8crI/UegqqeG9UDry3aFXA7BoKIyJeEaYvQODoC74zvq/dQDG/+RuGdzNR0vFjYMrEL5XVt7dXMCBo/Zy0AILFpQ1wlsL5kwrRFWPbUtejUvJFq4zIryeFGBoG0pVcMwXkKqdQQzJgZ4ysbyl9NFXdGXhoWiEtGkMjH2kVmBKXf0B0rnr4Ojw1VJhAkp7bPN5OvwqRrrfjnHX0VGQsALHjoKsHbfvfwIFwrc4miUYq3bng2NeA2H/1fCoCaVF6jEZr6vSb9epVHYlx/HZSo9xBUJSWYHyzBwXZNhDULaFxPWpFQIjUlKtT1luQ7W1aJyV8wS8Msrpzu2RzKm1KnQJAW2Uz7Tp0TtX36N9tUGom5yfrEXr58OXJycpCfn++4rWnTpnj66adlD4xciVmWpWSgxXkSb+T4jbeprtQTUm/Pn6+lYWKCDGEmjgS5Fw4Xo1pkIMJisRjmpK1j04ZIv6GHovsUm10kt+aC2OdfT91bxRiqQ0xs/UhHhtKwni0FZWe1jg2Oib8UL9zc06XOXLAZdXlrv0VDAWDSNVbMXmVzfH9L3zYeKfRSfHxvCv76SbbX+1rGyK/voJRwI58okGn8PWuv3kMgFRnlApXa9KiMMPmLjbixd2uP20d/8Ac2HizE5/cPUCUzxjkQJMSV05dperyySnHbhwrJM4xp06ZhzJgxyM3Nxfz581FYWIilS5diw4YNSo6PLpFbo0bquZlzQTe12tKrZViPloE38kLoT9mpeUNRBYSNvDQs0NDCZNUIkjAgksw9KyNUTrjUsOXF4bA2rwlK9pJZfD7U9G0fp+r+7xjQXtX9e9MwKgKPDOnsd5v0G3u4BDPbxwvLpAmkbVwDn8demz5U8H6SO0pb5hoZbtzPLwoueWfO6z0EIlFmCWgmoZWft5/Ao19tcrlt3Ow12HiwEABw93/W46oMYVk+YlzwEpgpLq3AhrwClwuSZZVVOFxQGnBu8Kf3fvf7uXOhQlxgh4XsvZP8rHzzzTcoKCjArFmzkJqaipkzZzoKRpPyft5+QvC2Sp6uffJHXt1+3Xb8zI3dFTyS8sRm4NR2LRvZS53q8r6CLWYIsFlkpAQ14lIBTT0xrCvuH1wXDKpSKBD0U4gWQvZV9FCJAvJimGXJzT//3Nfx/zYyOkEG4l4E3WjevzMJoy5vjRsU+jzp0qIRmjaK8rhdbP22O6/oIOn4DaPN8foj8ysyaJ04IrNaf6BA1f3b7UBpuWu3uN/2nUafV5Zg7Kw1+MKpuHPWrlO4euaKgPvceqTYZYnZ4YILLgGliwwEKULys+K8ZKhTp05YtqwmxSsrK0v+qMjD4YJSRfaz9IlrJKeRu59r3j/Yii/uvwJbXxquwMj09+Ojg/HRPSm496oEQduLnYaYeGWYW0aQuJ/81r5tlR6OLEZaRiGFkEnf8zf1dHytVCCoZ5sYRfYTLC5WaNv1ZFyKMhkw7l0blXZL37bIyxiFjk0b4o/0oYou9evVtu41qNTrWqx+HeIEbTfq8tZ4/07p9clqjUluh7yMUQgLs3gEv55I7YqlT14rep9XJMaLfkwjBoJII9EKTdj+e29/RfZDZEbnyioDb6SQgdOXoazS9ZzIOfgkpOuqNxFuEyfrMz85vvaWgeRPlIZd2MxE8rMyZswYLFiwAAAwceJETJkyBf3790diYnAXi9RLlxbCT969zRNrb+rSsjH+ckVHiaNw3XF4mAWDuzQTtTyqmZcrmkpQYh1u00bRSO3ZEhFC3yxEHtMMmT++WCzSM82MFIXv2z5O05acahD7fFbpsUjdh7yMUYoVATeyBQ9dhS4tjNidwoJOzRth1l1J+Pkx82R45WWMQl7GKJeTQr2WPA7t0RLv35mkS1HwepGuf/uPpXbRrAsKA0GklRiFOs8NtDbFzldG4MD0GxXZHxEJ993mo4K3XbH7FHYdL/G43d/5rtilYdER6nUyMzPJn+y1beQBIDY2FkuXLoXNZsPQocLXqpNwl7dXrj6F1Am9EiVuUjqKvxIZ7AxcOshBTtcwozlSKKwVplFFiwxk6ZU54cugzs3wz2X7AADZzwXuJGZGSR2aYOmT1yJh2iK9h+JiSPeaDnQje3kWkjQbPV/Xoy7X5/kbm9Iezy/cocux6/lYIkmkNCULjjeIYgCTSA+HC4Sfaz8+dzMA4PruLVxujwjzfb67au9ppC/YigZREYIuVBjporSRKPasJCYmMgikIjEfi4EyT6R+xirx0WyGoIdQYqchZv7ZLVC2G51WhKSYi13qpjfRGUEGCwQ5x7HMnGUQYaLiufcNSkBexqiguiLWws8Sz5Yq1SaKjtT3RLJeZDg2PT8MADAupZ3H/auneWYpDerczOM2KVmRJnz7pxAU7pQ1yNcskblFRvj+Iz51tgxfrT+M//x+ANUCzuMZCPKOz0qIcP5AlDqhV+JD1cids/wx+3KiQAIFD52X6ZolbvLA4ET8+OjggNu5r2s2OrHde4wXCDLv31LtJMNigaglsUoeGwDaNQmdFvXdW3lfFv14alefj/nw7mTFx9EwKhwtY8QHmJTOSGjSMAp5GaMwc0wfj/vaxtW9LkYntcPWl4Y7miA4SzdAowex9SvuG5SgzkBU9uyNPfQeQkhp4/Q3wCw2InMTk1UUCANB3vFZCUaX5gtJAotaCuUviCO0wLJaZXLU7uDzyi29PI9ploiIAiwWY1c4qh/lecL33E09BRXGLa8yVyDI9BlBJg0GO1snol23Uu4cUNftqbGAIFSP1sFR3Ht8f+9FsmPrR6J3W+9LpltICNj48+aYy7HjlZGSHhsVEYYfHx2MHx4JHJT2pkLi+1OYn2DlZW2UW2quhIHWePwlQDczf+9741LaYfer0n4/FHxqa4oRkXZW7Dnl+HqdW5eyrUeKBe1j+e5TgTeSiMWiveOzYmIzR1+Oj+9N8Xn/HQO8n1ipMQ8b2qNF4I2gXkaQlCu1YiQ2a+hxm+ilYcoMRRcuGUEGrBJ0ez/pncliFSpMqZUokct7tAgE3SSiZkq4mdvnifTQdZ0U21dcg7rXqb9W8t8/MgidmjfEJ/fVdcypr+KVcSWKYn/5wBVebx/Ws6Upl6S669U2Fr3bSQu+BEtAz59ebWLx+m29fd7frWVj1PPzvldRZQ/a7I+7B3YUfqGNiEgn/12d5/O+lXtPazcQH5TqRhhs+KyYWJ/2cV5v9941TP7JtL89+Nr/08O7um2njjHJ7XD3wI6OgEV8Q3W6kwWrwHMti6HX20eEhyEvYxTeHuu5XMKfuwd2RLNG5monL3ppmMEy10IpEDR1pOsSHKUCQzF+AkGXt4vDsqeuQ8uYeo4si8kKBqTc/WN8P4xPaY+VU66TvI+rOjfDSzf3BADMHHO5QiMLDv6CfqFidoClflKzptTwzrg+igZeHxrSiRMYIiI/zpcF7iB2UWSXsVDBTxeT8DaVq2npLX5SJTUoJOXKbH23+ghqBRMiw8Pw6q29kPP8MDw1rCsWPjxInQM5ET2/NnAkJdDP4jJ3N1ZcwcXo5HZY8sQ1yH39BkHbX9O1ucojUp7YSUFVlbF+YaEUCFKLkKVhAPD6bb2RlzFK8PZS1I8Kx4wxl6NjU8+sSTHuHZSIvIxRGJfifSlYqLpNRrajPykdm4jaPsxiEVXcXe0rwM0b1wXwfQWCOjZtoOoY3FkswO1JnkW8iYhIPR+vPhBwm0/XHNRgJOajWiDoww8/xIgRI9TafejxMpeL87GkJdA0yz0qqsTEzFeMY4WK6z29iWsQhUeHdkH7ePVPAI24REotzr/ffyzbB2tzeZM+NXVt2RgRQbwWWOw650qD1QiKYCBINm9ZIjf3aYNfn75O+8GI8OC1ymYmCSmarfQxtXLT5a2RlzFKtfbXH9yVjAQRgZLmjaNdAkG+injX+r+P10semzfOr/k5dyfj58eudnxf4SXY3a5Jfbz7536KjiGQAQnxAJTtKOivfbJYZllmOHD6Mr2HQEQUEhSdLeXl5WHatGno0qULiouLMW/ePCV3H9Kcgw6Pp3bBe3f2E1UQ03ki/+maPJf7hE4spSS0/J57xnUf4ncRNHz97EZ4TgL9bsMsFuw9eQ4AsP5AgaGzgoKd2CCXFkvDGoqYrDoHng22as00vAWC/nVHPyR4qWUWzN4c2wdXWpsGzADd+tJwjUbkn5ZJoYGKyjdvHI1fpwwRtK+5EwcCABpG1y15+uXxa6QPToJ7rkwAUNMNcvhlrVyW9LpnBN01sAN+T7tety4xzt3b5HLOfAoFRaXlquxXbAYcEVEoUORTcvny5Rg+fDgmTZqETp06YerUqXj66acRG2uszhRm5jxhuq5bC9x0eRuf2wZawlVyocJte/Fj8DimsF1gbBCl/YudxKpVKFsL7mPn/F1ZYp5PsQk1WhSLnjKyG4CaIHUgzoEgo9UvMjLnJb3NTVbXSi2NoiPw1cSBPuvlGY0W2XC3J9UsJXtsaOC/RaFqM1wauS0xnHVXkmLHCCQqoqYO3HM39fS4r7xSXI2gJg2kLZVc8NBVeGRI54DbSV2Sdl235i7drnwVUZfi/67sqNi+1KRWF8+ZYy7H22P7YK2Pjo9KBu+IiMxCkUDQrFmzMHv2bCxevBgTJkxASkoK0tPTldg1eSG3bbn7o4UGKPxeXRN4ftv/Uup0KEpopm29AiVdcFtO2ErlLm2hpqxC+ZPf2ongG7f1Unzf7po1ikZexig8nto14LbB2t1Hbc7LTZRuj07+De7STJH9aFEf651xfZGXMUqx14jFAvRsXXNRr1G069/uyF6tDdGmW2yx6EiRWZXrnx2KA9NvRFKHJoIe66te1md/HYCmIhpZREdKO0V3P1frn9AEL9/i+TkQJzEgppSLFVVYsuOEJseyWCwYndwOrWK9/13Uj/L/udQ/QV5Gkdm6kxIFo49+s+Guj9Y5SqSUV1YjYdoiJExbpPPI9CPqU2b58uXYvHkzSkpKXG6fN28eEhMTHd/369cPqampGD9+vDKjJJfsk0Bdjrydavrv+CWMErUW9ErVVsOUEd1Eba9F3SKpAr0GlrvVehJSm4OEU+Mq6BPDuiLn+WEY37+D4vuWI75hFCZf1wkPD+kkqvis3r7ZeEST7CryLamDtss7xia3w/aXR6B1rDLvd0rWe1HK39wyh5xr/zx/U0/semWkY5Is5u+1QYCJtZK81QhSUnREuCPTWkgWYwcfn/XXdG2ORgK6wI1OaocrEuPRt/2l17vI+GF8g7pg08zRl2P+g1d5bDM2uR1WClwaqJbuz/+CiZ9vxOuLdjpuO3exUpexKNnpzRuWxiPS32uLduH33DP437pDAIDfc/Vva683UWclEydOhM1mQ3Z2tkcwyN3QoUMxZ84cWYOjOs6nHi4BBQU+XGIEXqnw15Jdifb0epBzsnpLX3HdXHxOYgywZEzsafT8jUdUGYfa3H/f9SRecTULf3+zekob2R1TRnQPvKGBfL/lmKTHKVGfJiLM4tItzqi/10DkdnFqEVMPG55NxZ7XRio0Iv/EdsoKRMkiwkp5clhXj6yeUZe3BgDcPbCjSwZfQwHPxbQF21B4vlzTovDuGUG1gRBvF80yH7xS1rGqqn0H7f86uOaCqNzX+dvj+mDupCsdGWR3XVG3rEtITcfIiLrn/k99vZcReHNsH8Nkqay1Fehy3BinoFygjCAiCh6v/rgT58oqWacSIgNBY8aMwe23347rr78eMTGBuw+wRpByapeD9esQF3Db2riCrzR091svbyf/92SAWIYkcydeif4JTfDNZM8rZhQ8nhvVAwDwxm29XW4f3FmZJR9EvsQ41VW5sXdrSfuIighDRHgYFj48CJkPXqlptoWSrM0ayu5c1LxxNKIjzPnzOwdHhvVsqeNI/Hv/ziTkZYzyyOB1zjTxJ+Pn3ZKOO+uuZEmPqw0EvXhzTzSICsdDl+r4NG8cjWdu7I4+Tuc4KQnxAbOq/fGVvNmuSX2MuKwVAKBjfN3SsGoFZhrt4xsgL2MU8jJG4fe0IUho2gALHvJ9zmLWvw9A21qKzufIZn1PJSJp3Fc6hCpRgaCmTZs6vl62bBk++ugjbN68WekxkR9iPiKdP+T8FZA2axBHCb3bxWL+g1chOcQ7SgT7S+CBq63Iyxjl0lXp5T9dFrCwOrnSosZJMKqdxEm9Al9bl6RP+zikmLjOWkpCPO4eaI6itWpw/vt5c8zlOo5EmoeHdEa3lo0DLos+V1a3vKeniMDfyF6tJI2rdmnYfYMSsfOVkS5ZTBOv6YTbk9q5bP/R/6VIzqpzzghyzhZz/ihpE1dXh+bWfq6Zw/WcgjRSgg8tYurh1ylD/C6TjBaxBP+Xx692FBgPFf/+SxJaxkTjw3tSHLepvTSMiIxl13H/K5tChahAUJMmdR88Q4cORXJyMtLS0rBgwQLFB0aufF5T8nJH7TItMVdWEmSmMvtsjR6k88ZbfaRbSzHxaqti+yJS0/43btR7CCFJiaxNPdUGwkI9kOhcIyhOYHaNkTRpGIXFT1yDhwV0zqr17KVsTDWJLRbdJq4+cp4fhqwnr8Gf+4vrZOp8qJznh3ndJiI8DOufHYo/pl2PljH1cGD6jY7ld2+P6wOgJnuptNy1CYNSnavEBIK6t4rBO+P6KnJcs7ixd2useybVJajOpWHyPHSd/BqiRFr64Nf9yD9XrvcwdCcqELRx40acPXvW8X1tUejbb79d8YGRq9rsYiEZDIGWhrnHjiywyE7H9TWuYF1/+ffxfRXZz5/6tHHUYyAi8uYvV4RuFo1Qj6fWFD2efnvvAFvqp3db7QN6zsWJ/z6+j+bHl0pM5pjYQFCtzi0aI2O0uMws54wgf80vWjSuhzaXAjvO50e92sYiL2MU7huU6LL9gIR4PDeqp6ixpI30XmfNzEvD9CKk9pJYWtbJIiLxjhdf1HsIuhP1zjd79mzExcWhS5cuGD9+PD766CMUFLgWeWN2kFpqIiruHyt2P2V+xQR31MrcCdaMIKWWFLUNgu5bwfo7JjIKTigCezy1pujxHQOM1SXP2RVW7Zf1tWhcDzf0aoU7r+iA2/q1C/wAgxCzjLK8Uvmui77ahfvqGtYoWl7h5XkPXik6K2XydZ08Cn0D0trOZz+XKvoxanh87mZdjhvoPEZKNuPdV9YFM4UUWjezQay3SCZUPyq4G8YIIeoZmDFjBgoKCjB9+nQ0adIEs2bNwowZM9C0aVOMHz8eb731FpYuXSpqADabDTNnzkRmZiZmzpyJoqIin9vm5OQgJyfH8bjar0NBXUaQ6+0dmzb03PiS0+fK/O7LwSK/9oevD1FOX4JfsGZ9EZG+WMBVGR/clexRKN+oWjSuKeR85xXCA3qB2scPtDb1e7+7CVcn4r07k7zeV1Xteqx3Li31+tcdfUUdQ01ilobVklNAWynlldXYfLhI72F4Jbam1L1XJbgs9ZNSCF3K71Fro3q3xvpnh7rUXyQyi3qsDSYuEDRlyhTExsZizJgxmDVrFrKzs1FdXY25c+ciMTERS5YsEd0yfuzYsZg6dSrGjBmDMWPGYMKECT63nT17NpKTk2GxWDBp0iRYraFXW8W9TXun5o18bltcKnzto5adGsh4+OvX1o6XR+g9BCLD+tv1NTVonrlR/foy/rR2KvrrTeN6wXeVv2vLxroef/2zqcjLGCUqMFHpp6U7AHRr1RjLn7oWu14ZKXd4qHQLOt2e1A55GaPQuYX0501q4Wpfru3aQtH9aaXogjHqdXjLRvP3O/J2IfWugR1w36BEDLTGY9ZdyeglclnorLuSJTcX0NKka61o0dj/+6QZ1QakKbixYQygyFlMamoqUlNr0krffPNNwY+z2Wwu31utVmRlZfncPjk5GYWFhQCAuLg48QM1MTFJF3U1goTH+WTXCJL1aKLQEupFc4n8eXJ4Nzw53H9nKqHGpUhbDtWnXWzAosjv3ZmE1HdW4t07+kk6RmS4JWA2i1Z+mzoE//n9ANJv9F53Riol2qcHIuQ5tPq5aCaGr6VhUnx0Twqm/7xLsZqD13Vrjudv6omLFVWBNzagotIKvYcAAIhrEIniC65jiW/oOzDQMCocJRcrXW5r2jAa4WEWfD3xSq+P6dM+Dlv8ZD9d27U5YutH4tRZ75n9RpDSsQkubxen9zBU0Sg6AjH1I5F76pzeQyFSleJ5h2PGjBG8bVZWFuLjXdfMx8fH+13yFRcXF3JBIMBp+Y2I+aPQ2ncWqLg0jNFWIiLSWG2nMikBgMRmDbHwkcGIDPAh2rlFI+RljMKf+gjrInmz23ZGCgi3j2+Al/50meKFhi9WSKvf43zqIKXmjRz+2ti7Lw2TI7VnSyx76jrFJtP1I8PRqXkjVYtF//L41art2zCBIC+ZOE39ZAQ1rle3fVKHODw3qgeaBMjymj/Je4DImbeMoOdvEldQnKQ5X14ZeCMyvZe+36H3EHSn+KdrYmJi4I0u8VUPyL0AtfP2mZmZyMzMRFpamkdGUa2ysjKUlJS4/DM7u49i0d7ULh9zzgiyB7iKJfd81Cgf4ERC9U/QvnArEYWuZo2iHQEqAIgUkbVrVhckZqdEhoehQ3wDNIwKR+tYbZoqXN4uFptfGIbkjr4/G5QMBKnFubaM83jHJtdkx8lZita9VQy+uP8K6YPzo8hLOQM9Ah+xDTyfH3+BnYbRdYG3iddY8cDV3stW1LZYf2BwokvHudQe3pfyuQeC8jJG4f7BrnOsq7uwSLMcrWK8L2s7beBMLFKOGd7P1WbIBe6+AkQTJ050ZANZrVYMGzYM+/fv99hu+vTpePnll1UcofZ8FYv2J9xpW38vdSWydvae9J4+aZzrnaSn0Unt8E3OEb2HAQDY9tJwHCm8gB6tY/QeCoWY5grVHTh3kVcrg0FEuO9PyAk+JpOm4PRj+ZpoCbFq6hC/9z83qgdeW7QLr93aS/IxnFkAxHkJAjgzw8TBub6Sc1bbXwcnYkxKO8TUk1d7ZnCXZsjLGIWEaYtk7afWtqPFPvflHvjQgtiMIKEdwZ4e3g1/6tsGXd3qSTWKjsBnfx2Aez5e77gtLExaV9m5Ewdi/+nzeObbbaIfG4p8vQeb4M+cFLbWlo+ebWJkvz+aja6Xo+Li4jyyfwoKCnwu/XLOALJarbDZbF6zgtLT01FcXOz4d/jwYUXHrSf3YtFet6mtERTunBHk/zFy3/OqfBRr1KI+ABmfkdpfN64Xabgg0E2Xt9Z7CKSBepHhyHryWjw2tIus/djOnFdoRKQnb7X5WjSuyRrq0z5O+wEpxDmToVmjKPzwyGCsePo6xY/zwNVWbHlhOO4a2DHwxgoxQyCoflQ4ljxxDZY+cY1L5gkAQZOcZ2/sgbyMUXhzzOV+t9v9qvzi20YU10BcsehGAgNBYWEWdG8VgzAv50PXdG3u+LpPu1hER4TjyWFdBe1Xjg/+koS/DqoLthnpXE0LQv+e3xrbR/S+nbvGaeGff+6r6fGCzZ/nrMXlLy3Rexia0zUQVFtg2l1KSorHbTk5ORg6dKjH7e41hgAgOjoaMTExLv/MTsqph/MbeqCAjNy3/kofb6YmOGciAGrnbu04Xqzq/s3OV6tiI3vw2k56D8GUOrdohA7xDRzfX9/dnB1+iHyJd8uq6d0uFonNGnrUSFJCrJdJu5rMEAgCarq/dZHYAU5oN7xgbb18VSfP5VbeMoK6tKipPzYmWVpBenc/PDIY8x+8EgsfGQygJjtNzaVfl7WJwQ29W+OFm+uW3zWIMubvdOkT16iyX+fs2tl3J/vsVqjU71hNoZbJQsrQNRDk3v7dZrMhJSXFkRGUk5PjyPixWq2YMWOGY9usrCyMGTMmZApH19b4EbKKq3aTcKeN/S4Ng/zlYc5xpp/+pl4xQdLPoM5NJT92+1Hz1+kiqhUhtBK/AB/f2x/W5g1FPebKTtL/FvVmhgvOD16r37Ksp0co0y1NT94yKgAgtr73AINRQitCzoOU7BpGxtSkQSS2vjTc9TYvgaBvHroK30y+0qVYfEIzce/lznq3i9W9dqHQ7CatSQ1qBnK2rC4QVFVtV2z5NpFZ6F6pcP78+UhLS0NmZiZmz56N+fPnO+6bPn06MjMzAdQsI0tJScHMmTMxZ84cbNiwwWXbUCGqRpDTGXegcxe5ZYJu7dfW8XXTRtILEZJxCVmWSBQKvNWQ0FKn5o0kpaobQW1WSIOocOx5baSjcLJRHJh+I8b376Db8celtNft2EppEqDOjruySn3bnd/Yu6ZL2NSRgYNwZskIInli6kXiJadMmcjwMEy8xuqxTXLHeFgsFnx+/wA8N6oHurfSdgVCG4ULqTcwaCDIl3uvShC1fXLHJi7fJzoF7hKbNWQgiEKO7n/xzpk+7q3n3QM9SUlJSEoy3xIKJcTWj8Tl7WJhbRa4FW7tVS3XQJDvkxeLBejcvBE2HSqSPD7nqwgMF/gWFRGG8kpp7XT1pkBNcaKg4K3Gg9Zax0ovwqunhtERhgv+OFOieYJQXVo2Qr7Ne5dUMxO7ZOh8mb6BoH//JdnjNudlFvWdfh4Gglxte2k4ftt3Bm8t3mPq2mWx9T2Dl1Vuv+pnbuyBOau8dyu+uktzXN2ludf71PTin3piyshuSHkty3Gb0I+nx1M9axA1dFoa9uqtvVAvIgxTMrfKHqdaoiOE5zMM7d4C/7m3v0th8uE9W2L2pd9pmMWC5j6WhvkzPqU95mZ71qKdcHUiXvphp+j9qenZG3tgwjVWyYXe28bVx9GiCwqPivSke0YQCXNdtxb4/pHBeFVEdwzn89n8855tOZ29fMtlUofmcSwiIiLy7+N7++s9BEM4V2a8Lnj1o8Lx33v749O/DnApuOyrHmKoalwvEjf2Nm+zg+dv6omIMIvXAv7j+7fHFYnxLplBM0fXFNB+3wB1/azNG6JBVIRHXZs/9fWsxZWXMQqrp12PR4Z0xrpnhiIvYxSG9WzpsZ1zB7S7B3bE2JT2aCKjDlfnFoEvXvvSzM/qglsv/YyTrxNWq3DHyyPwHy/vt+6BfykZQdGR3qfS9w5KhO2NG0XvTyohQWq5GU+jk9oG3ObHRwf7rLVExsNAEAEAGkRFCC4Q6I3F5zfBZ8LV2rczNQItr5ST8V3WxvxF+In01CBK96RsVdhhFxUwOW/AQBAADOneAtd2dc3yqGYgKKjcPzgRuW/ciPpeiiQ3io7A3ElX4l6nrlrj+rdHXsYojFKw02ein0z/Id18NxPo1SbW6+0NomqyLqe41RtrG1cfT4/ohpYxvrNJxbwn+eukdmD6jbIzP98Z1xcDEuOR+eCVLrfH1o/EP/7cD3kZoxAncBlqQx9L3tznPfcNSkCj6AhRxaGj/NQM1DJ7uNKpe7OvZa5SAzTW5g3x/p1JeFRAx9Nebb2/LsmYGAgiR9wmUkYBVJcgQZCfJ/VuF6f3EBQn5KqN0h9n/7qjn8J7JC3Y3rgRe14badjuImoLV+DEjnUIKJg98uUmlJYLX+5l1ECQN6GQEZTkVkcl1Gh10WvBQ1fhtn5t8fAQ31ktfx2ciO8fGYTc129w3Lbh2VQ8kdoVb4/zXyfuYoX4JZeNoj0/1309H9Nv7+1zP0o8h80bR2PepCuRomIB7fsHu17YbRlTDznPD8ObYy73+zjnzp/OGUFdW0rPgAKAhKYNAm/kQ4XTWsbIMO/zuWaNawJnG5/z3rXbl8b1IjHq8tay5olkTPyNBqHaiYrQN+J+HWo+9OW8bYdCrkjWk9fgrbF9cLOMK0FGfZ4EBYIUHnyon2yaVViYBdERoRkEAvxfBRXqmq7NkdyxiaDitBQ6Jl2jX7cyPRlxaZgvwVwjaPMLw/Djo4PR9VKHpohwo56xqCupQ5xGx2mCv4/vG7AL5eXt4ly2ad44Go+ldgk4Kb8gIhhby1ux6Gdv7AEAuGNAXRH9VjH10FTB5T/fPzIIH92T4nJbQ5kZk6k9PJe+Obvp8tZe65lFRYQFnD9d160uU9D5fMhX5pFQK56+Djf0aiXpsRVVdRlBkT7+dmszgsT+7ir81DZ9J0BAUoy3TdoEw8wYCAoyQ7v7TiP15S9XyO+QEiawVb2ZdW7RGGOS2wXtEqlAP5bSP3XbOGW7XZC2+raP03sIumiqQCAIAL6ZfBUeuq6z5MeXV5mz6Dz5NnVkd72HIMk3k68MvJEfeheLFiOYA0FxDaJclnWYufaPFHkZo5CXMSpgYMYsLkjICGroJdN3dHI75GWM8psBJIS/C45hFotLLS4AaOglO0mMQJ+R7h3ExEi/oYfja+caSoGCV4GCU97mFw2jwgUFWyqdMoJ8ZS6L7ejo2He153M5pFtzbHwuFY2dCutveFZcppG70cnt0L1VY0mPva2f9/pFtXW9yLvgeLcjyb6ZfKXjQ09WfMN5ZVjwnieFtDAFA2ChXl8mGCYTTRtFY/MLw7D3tRsCbxxElMgIUoKZltNQYNZmDRVZdqiH5I7ylm6YKSOor0bZIkYQHRGOvIxRyH4uFd1bNcaLTkWTyfiknLLJ/VsGgFl3eXbhA4CsJ6/1+ZiySs+gldzsGl9ZLNnPpeKdcX1Et56vldisIepHheO5UT0wqndrjOxVFzANFLz66P9SMHfiQMHHevDaTvj+0cG4Pcl7zSLnpW1CLg5J/YypcG+hB6B1XH2PzCI9l737mqOM699e45GYS3BWKgxhy3afcnztr2V8LecWqXIEaZKM4sz8PFUEQfDCKCqCJJtDaKHGYGKUQNC5i+aZPOvNDBcnKrxccQ0VZgoEpd/QHa1j6uFGBYsFG12zRtH45fFr9B4GifTo9V2wzlaAO0Vk/beJq4eVU64T/TnnHF+4pmszUY8F4LWmmJjW8ACw8OFB+HXPafw9ay8A34GRZo2ifQZWxHjg6pqlvIVOXZnvHpiAxTtO+n3cFdamyMsY5dHC/Yv7r/DYdtoN/rNEnZcHVso8r0xs1hAHzpz3el+5l6BaXH1l5o+kL2YEhTjXVE1lohT2oF0cFtwC/fbXH8jXZByhQMzywvxzZSqOhMRSammYXGaaPOvNDBl4VV6uuJrJa7f28nr7nhNnNR6JuhrXi8SjQ7ugU3N5RWEpsEDLaMi/ljH1sPTJa3GfU9czITo2beiy3Mcb925brWPrlvpL6YborZ6R0POkR4Z0xi1926BP+zg0chpXc41amDtf2LusTYzkjmmtYmvG26WltKVR3rJ2xFj8+DU4MN17u3tvFy+v89PRTqinhnXFu2wcoytmBAUxX1dBoyPCUHYpuqtUvRsTJ7qQAJHhFnRu0Qjbj5Yosj8zZ0ZpLedQkd5DICedJZ6kKY2BIOGcr5T6u+qpJ7NnXN41sCO+33IM6w8UuNwuZLmCkGYFFFp+eGQwerUN7SXkRvTuHf3wt6824YO7kjzuk9MuXs7b39MjvDddePmWy1Blt+OeKztK37kX/fwsD20QHS54XrXrlZHo8cIvju/DL3X6emxoF5wvq8S4FO9Lmvq2j8Pmw0UetyuRVWqxWHBFYjzWub2POweCVk+7HnlnzmNAovxlhO4BRTlGXNYS3+QcUWx/oYIZQUHMV2bOI0OkFygleSwGDpm5f3g5r/UNs1gUHfugzuJTh4mMYKACJz9K8JaqTd41bxyNP/Vpg7HJ7fwuebhJx+U+ctP6jUpI55+P/6+/BiMJfsG0VNdi0a6NOwn3pz5tkJcxCp1bKHtBZGiPwNkltYGHvwrMcGoZUw8f3pOCq7s0D7yxANteGo6M23vjrTGuhZtbxNTD08O74sWbe3rtqNr4Uq2jNrH1XG6vHxXushws/NLrPTzMgudv6oluAoomOxe8rqhU72KCcyHqtnH1FTuHb+Ql88xf7SZf3dAAYPhlrdA+vi4zLbZ+JN67k9lGgTAQFMR8ZQRF+lh3K+cz1/kD2wz1GPRipvOa1WnXO75WuojpE6ldFd0fkVbM9DdMNSwWC969ox/eHNvH74nke3d6XuXWSqXJM4J8EfL30qFpA/UHEsTeuK03LJbA9USMxt/fIoWOJ1K7utS68WXepCux7/Ub8FhqFw1G5alxvUj8eUAHhHk5H37k+i4+l+CtnDoEf7miA35+zLPOlnN2UbiIv4eNz6Xim8lXuWTNOXf28jbGD/4i7PMtJcGzm5paXUq9dQ/+84AOqB/pveh2oNpV7eLqPks2vzAMN13eRt4AQwADQUHgfR8nr74CMmrUS3B+y3Hee7smbBHuzP13MjZZfsE6pbh/bLi38lSy9lM9H2/yRKEo0Okfl4EpJ8rLFVsjqDR5jSDSz51XdMCB6aMQa7LirUYpvB9M2so8524ks1OXUInNGjq+bhEjvJaPkICR0cQ3jMLrt/VGbAPPv0/nCwDhIq4yNW0U7ZINBLjO7a7v3gL93QI6N/R2zXjNyxiFPa+NdHxfG5h9eng3/GN8X2x9abjjPqUbnMQ3jMLDQzphoNV7hrWvi89iXp9SMgp7tA695ajm+4siDzH1vf9h+Dqt9BUIUuPaTJtYBoKcub8vWU1ScDIizMJMLyKVTLuhBwCgV9sY3HR5a3Rzq0OUfbDA28NIgiiDZiFUhnDXMApNTYJoKZvePrwnBS/e3BPtmkjLrkvt0QKJzRpqek766q290L1VY4z3UQtHisEmKzvQIKruwkScl0BRIE0b1gXRnPfVOrY+5j94FZoE2Gd0RDh2vzoS+16/wRE4sVgsuLVfW5eu0krnD4xOaospI7r7DNbc0KuV4+tJ11gdX/MisvJYLDoI+Krd4qt9vNop6M7HZQcxV8acgvj2rzv64ZUfd+KDvyTh+YU79B4OARir4EkTGcOwni1dCm0+/L8c7DlZ123JPTBE0rlnOhpFsC4Nc9avfRN8sfaQ3sMgg2jaiIEgpQzrKa/D2kc61Om6e2BH3D1Q2ULO3Vo1xh/TrkczBTqGRShcEsGbyPAw/DHtetghLcgRFRGGjc+lIjzMgi/Xe763Csk0VSO40jA6HGfOSX/8m2P7YOI1VnRu0QgWiwWzV9kA1IzV2rwhbKeN1/DBrIx5RkSi+ErZ81XZvsrHlUc5tS+cT67Nlp5MNbx9XNzcpw3WPzMUKQnxPgOLpJ0be7dCVwYFQs5dCp8shzJfSwt+efxqjUfiKhTeXkcbaCk06a9+JK9Fk3ef3z9A8mPbxNVXJOD/4s2XAfBfvFgJbeLqe62V48sVbsupmjaK9lko/kJFlayx1T6PYgNr/xZYj8ifLi0bOzKGru5Sk+l1/+BELH7ctdZSYrOGeGCw/wLi7oW6qQ7fhYOYr6r+LWOU/4OIDA/Dj48ORmW1HY2d0glv7dcWG/IKFT8eaaf2jbg6FGYqBmfkrnOkHnbPUY6vQFD3VqFXG0AP13dvgeW7T+k9DDIAvq2RL0p1+hLD2ryhy/dXdmrqkqmrtx0vj8DKvaddlk0FIjfT9NuHrsI7S/Ziyshuoh53WZtYjLisJRbvOIk+7WKx5UixrHF8fG9/HC4o9bp08T//lxJwSeMf6UORMG2RrDEEKwaCgoDY5Vd/7t8Be0+exbVdXds1+ptkPnNj4G4UvdrGetx2R/8OePbb7aLGR/oIVER8UOdm2HtSWq5ndEQYytjumoh0ZtSlYUGB1wqIyGQOTL8Rdrv3TltG0jA6Aje6FXwOpHVsPRwvvuhSP0iMy9rE4j/3+l822LON94sos+9OwcH88+jYtCEuVlTht31nMOGzbEnjiAwPE1S/6tpuzbHGli/pGEBNaZNNhwrRo3VMyNQj4hlREBCbqBEVEYbXbu0tak1xJ4kF5Iz+xqo1s1zZb+mli8PUEdJb0yZ18GxHSUSktSgTdp0xi4uV8pYhEBFpzWKxBO1c5dO/DsCIy1piwUNXqXaMtnH18dPfrkb2c6ke93VsWpNlVS8yXHYdKyEevLYTvpl8Ffa9foPHfbUdtt27rTnbfeIsbvv3H3j5h52qjdFoeEYUBLhix5yu66Z96qtQmQ96fmjUl3hFAWDRcCIyBm8ZQbX1B0iec2WVeg+BiAyktYjaLM0byy/wTK66tmyM2XenqL70uWebGEUKdCshuWMTr0vAR13eGnkZo/DN5MBBsa+8FN4OVgwEBQFOsc3D+ZrDxzp0aRAqXMTVkTECCoCmjZSeTURkJOfKmPVgZpFu7ePzMkbh8/uv0Gk0weXcxcCBoPsDFPWk4Pf8d9uRMG0Rlu48qfdQSGX/uqMfereNxbcCMlJ6tI7BDb1aYcoIcfVoyNwSmzYMvJHC3r8zCbcntfV5v3u9qGDGGkFBQKluTv5WLTHrSHlGTkUVuoLt43tTcFWnwFfT+3FpGAWJE8UXgPZxeg/Dxe5XR+o9BNOICg+Ndf96OC8gI2hQ52Zo0Tgap86WaTAiMqLP1x7UewikkbgGUfjh0cGCt//grmQVR0NG1LtdLKaM6IbeXurMqmXU5a1hbd4QC3KOer3f2ix0AkHMCAoCMovCE3loJbCz3PXdW4ZMQTUlxdRjDJ58c+7QJ6StLP8GhbvjivZ6D8HFrLuSYbEA/xjfV++hyHa+XFi2XGO+/xGFNJOUyySNPDykM67patxyGcGMgaCgoFBGkCJ7oWAgpKi1mBaWAPDb1CEID7PgvwE6EIQCi8WCqSLbcVLoOFZ0wfF1x6YNdBxJ8GnRuB6Ga1C0UqiRvVph72s34NZ+vtPUg42YpcdEFDzGXiol8NyoHjqPhPQUUy9S7yHQJQwEBQEtlm3JOcS4lJo3/hYsBIe+HeL0HoJi/FXe96Z9fAPsf+NGDOneQqURmUt9ZnGQD3tPnnN8HcEuV4qTU/heDd4KWwaLMF76J6JL3hzbB3kZo3B9d+ME40k7j17fGQAw4RqrYvts2pBzSzmYnxsElIoDjUlpj3eX7VNob3VevPky9Gobq0nrQKMLpig460bJw0AQ+XKhggWp1RQRFryBF6MZzI5sREQE4Knh3fDUcOWy4W/v1xaxDYJnXqUHng0FAaUm5I9e3xn/va+/4mnbDaMjcM+VCWgdG7jWRdAz+cVR5447bAkvj9GyEohCRQSXJmni5T9dFtTZTkREpJ/bkwJ3LSb/+AkdBJSakEeGh2FItxZeC9kq1ZmMzO3OAR30HkLQkFLgN6Y+kzj1xyCC2f3fVQkAgNQezFLV28jLxNWaIyIiImVwVhEElI7ReCsUHEy1bfQUTFNIxgblkbI0LG1kdxVGQmIM6W6MzhYsIi1dzzYx2PLicDSO5imQ3mbdzXbRRESkrQbMygfAQFBQUHo+7i1Y0aKxsHbi5J+QblxmwTiQPGKXhvVpF4u4BlEqjYZ82XGsxPH1goeuQnSEMU4exqW0x5r9+biNqdGSxNZnXQEiIiKzahMnfW7asWlDBUdiXlwaFgSUXrb1t6FdFN0f1QmeMBAzguRisWjyZZKAjhoWiwX/+HM/XNvVGBlKREREpI8erWL0HoJm/vnnvvjb0C6wNm8kaz88f2IgKCg4T8iVSHUb1JldPtRSW5viGpO++Yzr397xNYtFy6N0UXYKHuk39tB7CERERGQSQ7q3wHOjeuDHRwfrPRTV3dK3LZ4c1lX2fho5LQ//U582svdnRlwaFgScJ+TXdJEfYAii1UuGk9yxCTY8m4r4huZc4nNZm1i9h0BERAZ0bdfmWLn3tN7DIIOqqKrGQ//L0XsYREHrgasDZxNTnbZN6rpZP3p9Z3y/5ZiOo9EHM4KCgHNGkBJZGowDqat54+igyAbh0jBtJF0q1D75us76DoRw+myZ3kMgMqz//F+K3kMgA3v4fzlYuvOk3sMgIgIADEiId3zdpWVjZNzeW8fR6IMZQUHAeUJercDkPIwpQSSA0rWpyLsFDw3Sewh0yZHCC3oPgciwIsJ5bZF823qkWO8hEBE5cLrLjKCg4Dwd59yciIiIiIiIiHxhICgIVDtFf9rH13e576lLxbSc098CYSyJhGDQUZ5gWB5IRESkhPsHJ+o9BCKikMKlYcHAaULuXkX9oSGdkdyxCfq0jxO+O87wSQC+SuTp0kJe20sKDe2a1A+8ERERERGRCAwEBQHnAtGN60W63BceZsFVItvBu0/wByQKzyai0MF4oTwWiwV5GaP0HgYZ1LxJV+Kfy/bihZt66j0UIiLZTpRc9Ht/VAQXKRCRdi5vF6f3EHTHd90goPSE3H1/027oruwBKCgo0aGOyOhyX79Bl+MOSIzH/x4YiHqR4bocn4hIKe8s2RNwmwev6aTBSIiIajRvHI0Nz6Zi96sj9R6KbpgRFASUn4677rFKiVZkREQmxE5IRETSZecV4N3luX63uaFXK8Q2qMtoj3HLbiciUkPzxtF6D0FXDAQFAbUzghKbNVT2ABQUuDSMiIiI/PlszUHB297ery0OFZSiQ9MGKo6IiIgABoKCgtJLdJz3lvXkNWjWKLSjpeQd40BERESklHfG99V7CEREIYM570FAzYwgazN2NiIfmBJEREQiJXVoovcQyGDG9W+v9xCIiEIOM4KCwEBrUwBAmEWZ/TlnGFkU2icFH4aBiIhIrDdu642+7eMw6vLWeg+FdNYhvgGWPXUtIlmLjYhIcwwEBYHOLRph2VPXollDZZZwdW7eCB2bNkBcgyhYGAkKGRm398a/lufik/v66z0UIiIKUmFhFvx5QAe9h0EG8O+/JDEIRESkEwaCgkSn5sot4YoID8Pyp64DQ0Ch5c8DOog6OefKMCIiIpKqV9tYvYdARBSyGAgir8KVWmdGQUvpIuVERje4czO9h0BEZBqf/pGH77cc03sYRETkBQNBl9jtdlRWVqKqqkrvoWgmPDwcERERXP5FkjAjiELF3tduwOlzZWgbV1/voRARmULOoUK8+P0OvYdBREQ+MBAEoLy8HMePH0dpaaneQ9FcgwYN0Lp1a0RFRek9FCIiQ4qKCGMQiIhIhB1Hi/UeAhER+RHygaDq6mocOHAA4eHhaNOmDaKiQqNAst1uR3l5OU6fPo0DBw6gS5cuCAtjwT4SjglBRERERERE5hPygaDy8nJUV1ejffv2aNCggd7D0VT9+vURGRmJgwcPory8HPXq1dN7SGQi1VwbRkREREREZDpMAbkkVLNhQvXnJvn6tW+i9xCIiIjIhJ4a1lXvIRARhbSQzwgiInFWPH0dth8txojLWuo9FCIiMpBZdyXjwS82AgCusMbrPBrSWlFpOYpLKxBTPwLPL/RdKHrllOvQIT60svCJiIyGgSAiEiWxWUMkNmuo9zCIiMhgRvZqhZ2vjMDx4ovo1LyR3sMhjU38fKOg7To25TkEEZHeuC7I5GbOnInk5GR06tQJaWlpjtuzsrLQqVMnNGnSBMOGDUNRUZF+gyQiIqKQ0CAqgkEgIiIig2NGkIlNmjQJcXFx2LjR9QpMUVERZsyYgf379wMA0tLSMHToUI/tiIiIiIjkqB8VrvcQiIhIJGYEeWG321FaXqnLP7vATkw2mw3z5s1D06ZNHRlBOTk5jvucs4NmzJiBnJwc2Gw2VZ4vIiIiIgpNd/9/e/cP28iZ3nH8x9VtZC9g6SU32Xgd7+V2WAS4FAGGFJAc3CQicUWAFAEpAykOKSJO5caFJmzi4BpliLQpOJsq3YpE+oDj0kghcZoA23EcwICLBawda4E9L4x4UggckJRIcaXV8s98P4BgzryvZh6Sj2jOs+/7zp//8dx9/7X+Z7cYCQBgXgsfERRFkbrdrizLUhRFajQaMsbcuO9N/O7H/9Mv/+m/3vpx5/Hst7/Wvd+7+m0Jw1BxHMuyLPX7ffm+r3q9rsFgINu2x/oOC0CWZd1KzAAAAMimvfIj/eN//s+V/f73X/76HUQDAJjHwgtB9Xo9nbIURZH29/fV6XRu3HfdnZ6eyhijWq0mSWo0GnJdV1EUXSj4eJ6ng4ODRYQJAACANXbnTm5m+9/af6Tf/MUv3k0wAIC5LLQQNDlVybIsBUFw47439f7dDT377a9v5djznHsehULhQsGnUChcKAS1Wi0ZY+R53luNEwAAAJjl73/1C/3z3/zposMAAExYaCEoCAIVCoWxfYVCQWEYXpje9CZ9X79+rdevX6fbZ2dnbxRXLpeba3rWItm2faE4dnp6OlYEchxHpVKJ0UAAAAC4Nf/+m7L+4T9OLuynCAQAy2mhi0VPu6X56enpjfoeHh5qe3s7/Xn06NFNwlxKlmWpXC7L931Jku/7siwrLQQ5jqNqtapGo7HIMAEAALDmKr/8wwv7/vJP/mABkQAA5rGUw16mFX3m7dtsNvX555+n22dnZ2tZDOp0OqrX6/I8T5Zl6csvv5R0PnrK9/20SDTU7/cvjJ4CAAAAbuq/m3+l73/3o7beu6uNOzk9+GBz0SEBwFx+Vfx9/dvf2XqwlZ3PrYUWgowxF0b0DBdBvknfzc1NbW6u/5tojFGv17uwv1KpzH0begAAAOCmHm6/r4fb7y86DAB4Yz+/f08/v39v0WG8UwudGlapVC7dXy6Xb9QXAAAAAAAAFy20EDR516soilQul9NRPmEYpgsiX9UXAAAAAAAAsy18jaBOpyPXdbWzs6Pj42N1Op207fDwUDs7O+ldr2b1BQAAAAAAwGy5JAOLyZydnWl7e1vff/+9tra2xtp++OEHff3113r8+LHee++9BUW4OFl//gAAAAAArLpZdY9JC50atkwyUA+7VFafNwAAAAAAWZT5QtDdu3clSa9evVpwJIsxfN7D1wEAAAAAAKyvha8RtGgbGxsyxuj58+eSpHv37imXyy04qtuXJIlevXql58+fyxijjY2NRYcEAAAAAABuWeYLQZL04YcfSlJaDMoSY0z6/AEAAAAAwHqjECQpl8vp4cOHevDggX788cdFh/PO3L17l5FAAAAAAABkCIWgERsbGxRGAAAAAADA2sr8YtEAAAAAAABZQSEIAAAAAAAgIygEAQAAAAAAZEQm1ghKkkSSdHZ2tuBIAAAAAAAA3q5hvWNY/5glE4Wgly9fSpIePXq04EgAAAAAAABux8uXL7W9vT2zTy6Zp1y04n766Sd9++23+uCDD5TL5RYdzrWdnZ3p0aNH+uabb7S1tbXocIBbRb4jS8h3ZAn5jiwh35El5PtiJUmily9f6qOPPtKdO7NXAcrEiKA7d+7o448/XnQYb83W1hZ/WMgM8h1ZQr4jS8h3ZAn5jiwh3xfnqpFAQywWDQAAAAAAkBEUggAAAAAAADKCQtAK2dzc1BdffKHNzc1FhwLcOvIdWUK+I0vId2QJ+Y4sId9XRyYWiwYAAAAAAAAjggAAAAAAADKDQhAAAAAAAEBGUAgCAAAAAADIiJ8tOgCci6JIQRCoUCgoiiLVajVZlpW2dbtdWZalKIrUaDRkjLmyDVgmYRhqf39f/X5/bP9185vcxzKblu9hGCoIAknS8fGxnjx5Qr5j5U3L91Gu66rZbJLvWHmz8j0IAkVRlH6Hr1Qqksh3rK5Z39+5dl1xCZaC53lj241GI31s23b6eDAYJLVaba42YFl0Op2k3+8nl33kXDe/yX0sq1n5PvpZ73neWB6T71hFs/J9aNj+4sWLdB/5jlU0K997vV76/X0wGCSWZaVt5DtW0bzfZ5KEa9dVxNSwJfH06dNL90dRNLZtWVb6r8mz2oBlUqvVZNv2hf3XzW9yH8tsWr6HYajDw8OxfmEYKooi8h0ra1q+jxodITHcHkW+Y1XMynfHceR5nqTzvO31epLId6yuWfnOtevqoxC0JAqFgkqlUjrMrlqtSlI65G6y73B6wbQ2YBVcN7/Jfawi27b15MmTdDuOY0nnuUu+Y111u13VarWxfeQ71k0URTo9PZUxRmEYKo7jtPhJvmMdce26+igELYlOpyNJKhaL6nQ66Zem4YXCpNPT05ltwCq4bn6T+1hVoxfET58+VaVSkTGGfMdaiuP40rUfyHesmzAMVSgU0rVPfN9Xt9uVRL5jPXHtuvpYLHpJBEEgz/MURZEcx5Ektdvtqf2n/SFd1QasguvmN7mPVRHHsbrd7szFdYf9rtMGLIOjoyM1Go25+5PvWFWnp6eKoigt7jcaDeXzeSVJMvV3yHesMq5dVx8jgpZAFEU6Pj5WpVJRo9HQYDDQ0dGRoiiSMeZClXQ49HRWG7AKrpvf5D5Wneu66vV6ac6S71g3QRBob2/v0jbyHevGsqw0fyWl/w3DkHzH2uHadT1QCFoCYRhqZ2cn3bYsS81mU3Ecp7ednFQul2e2AavguvlN7mOVtVotua4ry7IUxzGf9VhbR0dH8n1fvu8riiIdHh4qDEPyHWtndDH0SeQ71g3XruuBqWFLwLZttdvtsbUjvvvuu6l3WSqXy2P/6nBZG7CsRteMmPziNG9+k/tYFZNrpHS7Xdm2nRaBhlNnyHesg9F8n/zC7ziOHMe59IKZfMcqmvw+Uy6X033DO+XxXR7rYjTfuXZdDxSCloBlWapWq2q1WukfwnCupXS+GJfrutrZ2dHx8XG6ONdVbcCyCIIgvY3q4eGhdnZ20v95XDe/yX0sq2n5HkWR6vX6WN/hWhIS+Y7VNOvzXTq/ePB9X5LkeZ4cx5Ft2+Q7VtI832dKpZL6/X7ab7SNfMcqmZbvXLuuh1wyaxUzAAAAAAAArA3WCAIAAAAAAMgICkEAAAAAAAAZQSEIAAAAAAAgIygEAQAAAAAAZASFIAAAAAAAgIygEAQAAAAAAJARFIIAAAAAAAAy4meLDgAAAADrq9VqaTAYSJLa7faCowEAABSCAAAAcGt6vZ46nY52d3cXHQoAABBTwwAAwJzq9bry+bxKpVL647qu4jh+J+cuFouqVqu3fq5llM/nFUXRUp/PcRzl83k5jjO2/7PPPlM+n9cnn3xyaX/XdW8cLwAAmB+FIAAAMLdGo6F+v5/+3L9//9ojPVzXle/7V/ZrtVqyLEuDwUC9Xu9a58J0874P8/A878L0r6+++kqVSkXPnj0b299ut+V53ls5LwAAmB+FIAAAcG0HBwcKw/BWRwUNBgMVi8VbOz5ul+/7arfbCoLgnYweAwAAs1EIAgAA1+a6rmzbljFGkhRFkUqlkorFYjrlJ45jVatVFYtFFYtFtVotOY4j3/fluq5KpZKCIJh6/KOjo7SfJJVKJYVhqHq9rlarlfYbHn9yqlGxWJTv+6pWq8rn8/J9X77vq1QqKZ/Pj537svgn1et1dbvddHvyGPl8XnEcT42pXq+PjcCJ41j5fH7u80/rM/k8R2MMgkDFYlGlUkmO46harcp13ZnvQ7fbTV+j0WO9iSAIVC6XZVmWbNt+ayOPAADADSQAAABzqNVqiTEmsSwrsSwrMcYknueN9THGJP1+P+3f6/WSdrudHBwcpH0Gg0GSJEnSaDSSdrt95Xkn+w3P3+l00n2jj40xSa/XG9uu1WppP0lp3J7npW3T4p/UbrfT3+n3+4lt2+nzGwwGiWVZM2Pq9XqJbduXHm/a+Y0x6es2q8/o8xzGMWx78eJF8uLFi/TxtNf3qmNNc9lxarVa+jq02+0Lx5nMDQAAcPsYEQQAAObWaDQ0GAzU7/clSbVaLW3rdrsql8uybVuS1Gw21el00rbhaBPLsm4ch+M4Y+cefby3t6cwDMf6f/rpp5KkSqUy1t+27bTvrPhHVSqV9LkEQSDHcdLtbrebHntaTJVKRVEUpdOkOp2OHMeZ6/xX9Rl9nsPFnuM4VqFQkDFGxhiVy+W5FoK+7FhvKgiC9HXY29tTFEXvdNFrAABwEbePBwAAb8wYo0ajIdd100LE8CJ/OIVLOi8iDBeYrlarMsao0+mkBZlR9Xo9LRJYlnVpEWb0uKPiOJbv+xoMBgqCIJ2qNjQsPg33D7cLhULaZ1r8kyzLUqFQUBRF6a3R2+224jhWr9cbmxI3LaZKpaKjoyPt7e3p5ORElUpFrVbryvNfFeNlRbbheeM4ljFGURTNVYy7acGu2+0qjuOxWCUWiQYAYNEoBAEAgGtpNpt6/PhxWlgwxqhSqVy4a5R0fvHfbrfl+74cx9FgMLjQZ1bhZ9JoUSWKIlWrVXmelxanZvWfdcxp8U8ajgo6PT1Nfy8IgrSoc1VMjuPI8zwVCoW0kDPP+a/qM+15GmO0u7urOI7led7cr8dNtNtt9Xq9sUJVt9vV/v4+hSAAABaIqWEAAOBajDFqNptyHEfS+dSfIAjSKVBxHKfbw5E+o0UBY0xaELrJ3aSiKJIxRrVaTcYYnZycXOs40+K/TLVaVbvdVrlcvnT7qpgqlYpOTk709OnTK1+/68Y4qlAoqN/vazAYjE1Zk97e+zAqjuO0KDaqVqvNHTMAALgdFIIAAMC1HRwc6OTkRGEYptO+9vf3VSwWtbu7K+m8KFKv15XP59OCiXS+Bk2r1Zp517B5DIsN+Xxe9XpdlmXp/v37b3ycafFPO+fwzmXD7SAIVK1W545pWNQZHRF01fnfJMZRURQpl8spl8spn8+PjVB6W+/DKN/3tbe3d2lbrVaba9QVAAC4HbkkSZJFBwEAAIDb0Wq1NBgM0uJLHMfa3d1Vs9m8MDroJhzHUalUUqPRmPt3hmsoMVUMAIB3hxFBAAAAGWKMGVskGwAAZAuFIAAAgDV2cHAgY4yKxaJKpZKKxaKq1epbHQ0EAABWB1PDAAAAcGOu66rb7c595zXHcRQEgRzH0cHBwTuIEAAASBSCAAAAAAAAMoOpYQAAAAAAABlBIQgAAAAAACAjKAQBAAAAAABkBIUgAAAAAACAjKAQBAAAAAAAkBEUggAAAAAAADKCQhAAAAAAAEBGUAgCAAAAAADIiP8HC1NHWIIAx6QAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s = Spectrum(\"cv_test/cv_standard\")\n", "print (s[\"inclinations\"])\n", "fig, ax = s.plot(\"62\", ax_scale=\"linlin\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also make a log-log plot, with all axes plotted on the same figure. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(12, 5))\n", "for i in s[\"inclinations\"]:\n", " s.plot(i, fig=fig, ax=ax, ax_scale=\"loglog\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also look at the total angle averaged spectrum using the log_spec_tot file. For example, we can look at the total emitted spectrum (spectrum that escapes to infinity) by first switching spectrum type, then plotting. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s.set_spectrum(\"spec_tot\")\n", "_ = s.plot(\"Emitted\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This spectrum is pretty noisy, so we can smooth it. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s.smooth_all_spectra(boxcar_width=20)\n", "_ = s.plot(\"Emitted\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the spec_tot spectrum, again most of the keys correspond to columns in the spectrum. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['units', 'spectral_axis', 'distance', 'Freq.', 'Lambda', 'Created', 'WCreated', 'Emitted', 'CenSrc', 'Disk', 'Wind', 'HitSurf', 'columns', 'inclinations', 'num_inclinations'])\n" ] } ], "source": [ "print (s[\"spec_tot\"].keys()) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Some important ones are:\n", "\n", "* **Created:** total spectrum of all of the photons packets as created, that is before having been translated through the wind\n", "* **WCreated:** spectrum of the photons that are created in the wind before translation\n", "* **Emitted:** is the emergent spectrun after the photons have been translated through the wind\n", "* **CenSrc:** is the emergent spectrum from photons bundles originating on the Star or BL,\n", "* **Disk:** spectrum due to photons starting in the disk\n", "* **Wind:** spectrum due to photons starting in the wind\n", "* **HitSurf:** photons that did not escape the system but ran into a boundary\n", "\n", "**Units:** The units of the spec_tot file are typical $L_\\nu$, i.e. monochromatic or specific luminosity in CGS units. \n", "\n", "We can plot multiple columns on a log log plot." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(12, 5))\n", "for i in [\"Emitted\", \"Created\", \"HitSurf\", \"Wind\", \"Disk\"]:\n", " s.plot(i, fig=fig, ax=ax, ax_scale=\"loglog\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reading data without pysi \n", "You may, however, wish to get more direct access to the data, which can be done easily by reading in the ```cv_standard.spec``` file, for example using ```astropy```. In the next code block, we read in the spectrum file and print out the columns." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['Freq.', 'Lambda', 'Created', 'WCreated', 'Emitted', 'CenSrc', 'Disk', 'Wind', 'HitSurf', 'Scattered', 'A10P0.50', 'A28P0.50', 'A45P0.50', 'A62P0.50', 'A80P0.50']\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import astropy.io.ascii as io\n", "fname = \"cv_test/cv_standard\"\n", "s = io.read(\"{}.spec\".format(fname))\n", "\n", "print (s.colnames)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first two columns are:\n", "* **Freq.:** frequency in Hz\n", "* **Lambda:** wavelength in Angstroms\n", "\n", "The next set of columns correspond to the same as the spec_tot columns above, but only over the specific wavelength range requested. The remaining columns show the spectrum extracted at various angles, where A45P0.50 denotes an inclination of 45 degrees with respect to the polar axis, and a phase of 0.50 relative to inferior conjunction. Phase only matters if a companion is present. \n", "\n", "**Units:** The units depend on whether flambda or fnu has been requested by the user, but correspond to CGS units either in per Angstrom or per Hz.\n", "\n", "We can now plot one of the spectra. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "angle = 45\n", "field = \"A{:.0f}P0.50\".format(angle)\n", "plt.plot(s[\"Lambda\"], s[field])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also plot the components contributing to the total escaping spectrum in the requested wavelength range using the ```plot_tot.py``` script. Note that this script reads the ```cv_standard.log_spec_tot``` file and plots the flobal SED in $\\nu L_\\nu$ units as a function of $\\nu$. This file can also be read using astropy but excludes the angle columns. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The Created luminosity was 4.4785704755842e+34\n", "The emitted luminosity was 3.915719839799196e+34\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import plot_tot\n", "plot_tot.doit(fname, smooth=10)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.2" } }, "nbformat": 4, "nbformat_minor": 4 }