{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Working with HOT data\n", "\n", "----------\n", "\n", "Lecture notes from Friday, Feb 18\n", "\n", "----------\n", "\n", "We saw in the previous classes how to deal with data of a single variable, sea level as a function of time, and how to make some line plots. We will now deal with data in two dimensions: time and space (in this case depth). To visualize these types of data we will use contour plots, with values contoured (or color-shaded) on a grid with depth along one axis and time on the other.\n", "\n", "But first, let's continue to work with line plots and see more features of pandas DataFrames. A data set containing a summary of surface values from HOT is avaiable at https://hahana.soest.hawaii.edu/hot/products/HOT_surface_CO2.txt We will use this to do some line plotting.\n", "\n", "The next set of data come from one of the two HOT sites: https://hahana.soest.hawaii.edu/hot/ in the data archive for CTD: ftp://ftp.soest.hawaii.edu/hot/ctd/year1_31ctd.dat and we will use this to look at contour plots.\n", "\n", "First, as usual, we import our needed functions:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# define the url end point to the data\n", "url='http://hahana.soest.hawaii.edu/hot/products/HOT_surface_CO2.txt'\n", "HOT_surface = pd.read_csv(url,header=7,delim_whitespace=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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cruisedaysdatetempsalphossilDICTAnDIC...pHmeas_insitupHcalc_25CpHcalc_insitupCO2calc_insitupCO2calc_20Caragsatcalc_insitucalcsatcalc_insitufreeCO2_insitucarbonate_insitunotes
013031-Oct-8826.28335.1860.080.711963.912319.51953.5...-999.08.12928.1097330.9256.33.986.029.06250.2abc
126202-Dec-8825.65934.9840.090.991958.942304.91959.8...-999.08.11938.1092330.6262.63.875.869.20243.5bc
239908-Jan-8924.61035.0280.070.931963.772305.01962.2...-999.08.11138.1168324.3268.73.805.779.27240.1c
3414826-Feb-8923.47934.8830.090.881957.802295.51964.4...-999.08.10918.1316310.9269.73.745.699.15237.2cd
4517727-Mar-8924.27834.7350.122.011946.332283.01961.2...-999.08.11138.1218317.7266.83.745.699.17236.4ac
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5 rows × 22 columns

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" ], "text/plain": [ " cruise days date temp sal phos sil DIC TA \\\n", "0 1 30 31-Oct-88 26.283 35.186 0.08 0.71 1963.91 2319.5 \n", "1 2 62 02-Dec-88 25.659 34.984 0.09 0.99 1958.94 2304.9 \n", "2 3 99 08-Jan-89 24.610 35.028 0.07 0.93 1963.77 2305.0 \n", "3 4 148 26-Feb-89 23.479 34.883 0.09 0.88 1957.80 2295.5 \n", "4 5 177 27-Mar-89 24.278 34.735 0.12 2.01 1946.33 2283.0 \n", "\n", " nDIC ... pHmeas_insitu pHcalc_25C pHcalc_insitu pCO2calc_insitu \\\n", "0 1953.5 ... -999.0 8.1292 8.1097 330.9 \n", "1 1959.8 ... -999.0 8.1193 8.1092 330.6 \n", "2 1962.2 ... -999.0 8.1113 8.1168 324.3 \n", "3 1964.4 ... -999.0 8.1091 8.1316 310.9 \n", "4 1961.2 ... -999.0 8.1113 8.1218 317.7 \n", "\n", " pCO2calc_20C aragsatcalc_insitu calcsatcalc_insitu freeCO2_insitu \\\n", "0 256.3 3.98 6.02 9.06 \n", "1 262.6 3.87 5.86 9.20 \n", "2 268.7 3.80 5.77 9.27 \n", "3 269.7 3.74 5.69 9.15 \n", "4 266.8 3.74 5.69 9.17 \n", "\n", " carbonate_insitu notes \n", "0 250.2 abc \n", "1 243.5 bc \n", "2 240.1 c \n", "3 237.2 cd \n", "4 236.4 ac \n", "\n", "[5 rows x 22 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HOT_surface.head()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# replace -999 with the numpy Not a Number (np.nan)\n", "# NOTE: the command 1) will replace our DataFrame,\n", "# 2) that will replace ALL -999's\n", "\n", "HOT_surface = HOT_surface.replace(-999,np.nan)\n", "plt.plot(HOT_surface['sal'])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "pandas.core.series.Series" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(HOT_surface['date'])" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# convert date to DateTime\n", "HOT_surface['date'] = pd.to_datetime(HOT_surface['date'])" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(10957.0, 12417.0)" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from datetime import datetime\n", "plt.plot(HOT_surface['date'],HOT_surface['pHcalc_insitu'])\n", "plt.xlim(datetime(2000,1,1),datetime(2003,12,31))" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'HOT Total alkalinity')" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# three panel plot, temperature, salinity, total alkalinity\n", "# method 1: subplot(number of rows, number of columns, plot id number)\n", "plt.subplots(nrows=3,ncols=1,figsize=(14,10))\n", "plt.subplot(3,1,1)\n", "plt.plot(HOT_surface['date'],HOT_surface['temp'])\n", "plt.title('HOT temperature')\n", "plt.subplot(3,1,2)\n", "plt.plot(HOT_surface['date'],HOT_surface['sal'])\n", "plt.title('HOT salinity')\n", "plt.subplot(3,1,3)\n", "plt.plot(HOT_surface['date'],HOT_surface['TA'])\n", "plt.title('HOT Total alkalinity')" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# second method is to use graphing objects\n", "# create to objects, a figure (fig) and axes (ax)\n", "fig, ax = plt.subplots(nrows=3,ncols=1,figsize=(14,10))\n", "\n", "# to access particular sets of axes: ax[0]; and command are little\n", "# different, e.g., plt.title, but here it is ax[i].set_title\n", "\n", "ax[0].plot(HOT_surface['date'],HOT_surface['temp'])\n", "ax[0].set_title('HOT Temperature')\n", "ax[0].grid()\n", "\n", "ax[1].plot(HOT_surface['date'],HOT_surface['sal'])\n", "ax[1].set_title('HOT Salinity')\n", "ax[1].grid()\n", "\n", "ax[2].plot(HOT_surface['date'],HOT_surface['TA'])\n", "ax[2].set_title('HOT Total Alkalinity')\n", "ax[2].grid()" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'DIC')" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=2,ncols=1,figsize=(10,14))\n", "# first plot\n", "ax[0].scatter(HOT_surface['sal'],HOT_surface['TA'])\n", "ax[0].set_xlabel('Salinity')\n", "ax[0].set_ylabel('Total Alkalinity')\n", "ax[1].scatter(HOT_surface['temp'],HOT_surface['DIC'])\n", "ax[1].set_xlabel('Temperature')\n", "ax[1].set_ylabel('DIC')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Line plots\n", "\n", "The first data set is called \"HOT_surface_CO2.txt\" and can be found at http://hahana.soest.hawaii.edu/hot/products/products.html. The dataset was by John Dore (jdore@montana.edu) and can be cited as:\n", "\n", "Dore, J.E., R. Lukas, D.W. Sadler, M.J. Church, and D.M. Karl. 2009. Physical and biogeochemical modulation of ocean acidification in the central North Pacific. Proc Natl Acad Sci USA 106:12235-12240.\n", "\n", "There is also documentation (HOT_surface_CO2_readme.pdf) at http://hahana.soest.hawaii.edu/hot/products/products.html\n", "\n", "The data are laid out in an ASCII table, so we can use pandas read_csv to read them in and put them in a DataFrame. Note that the file has header information at the top, so we will skip that (header=7 to skip the top seven lines). Note also that the file has column headings, so we can read them directly. Remember the tide gauge data had none, so we manually created it; here we just read it and the DataFrame will use it as the column headings. Finally, this file is __not__ comma separated, but __white space__ separated (data columns are separated by a different number of white spaces)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "URL = 'https://hahana.soest.hawaii.edu/hot/products/HOT_surface_CO2.txt'\n", "HOT_surface = pd.read_csv(URL,header=7, delim_whitespace=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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cruisedaysdatetempsalphossilDICTAnDIC...pHmeas_insitupHcalc_25CpHcalc_insitupCO2calc_insitupCO2calc_20Caragsatcalc_insitucalcsatcalc_insitufreeCO2_insitucarbonate_insitunotes
013031-Oct-8826.28335.1860.080.711963.912319.51953.5...-999.08.12928.1097330.9256.33.986.029.06250.2abc
126202-Dec-8825.65934.9840.090.991958.942304.91959.8...-999.08.11938.1092330.6262.63.875.869.20243.5bc
239908-Jan-8924.61035.0280.070.931963.772305.01962.2...-999.08.11138.1168324.3268.73.805.779.27240.1c
3414826-Feb-8923.47934.8830.090.881957.802295.51964.4...-999.08.10918.1316310.9269.73.745.699.15237.2cd
4517727-Mar-8924.27834.7350.122.011946.332283.01961.2...-999.08.11138.1218317.7266.83.745.699.17236.4ac
\n", "

5 rows × 22 columns

\n", "
" ], "text/plain": [ " cruise days date temp sal phos sil DIC TA \\\n", "0 1 30 31-Oct-88 26.283 35.186 0.08 0.71 1963.91 2319.5 \n", "1 2 62 02-Dec-88 25.659 34.984 0.09 0.99 1958.94 2304.9 \n", "2 3 99 08-Jan-89 24.610 35.028 0.07 0.93 1963.77 2305.0 \n", "3 4 148 26-Feb-89 23.479 34.883 0.09 0.88 1957.80 2295.5 \n", "4 5 177 27-Mar-89 24.278 34.735 0.12 2.01 1946.33 2283.0 \n", "\n", " nDIC ... pHmeas_insitu pHcalc_25C pHcalc_insitu pCO2calc_insitu \\\n", "0 1953.5 ... -999.0 8.1292 8.1097 330.9 \n", "1 1959.8 ... -999.0 8.1193 8.1092 330.6 \n", "2 1962.2 ... -999.0 8.1113 8.1168 324.3 \n", "3 1964.4 ... -999.0 8.1091 8.1316 310.9 \n", "4 1961.2 ... -999.0 8.1113 8.1218 317.7 \n", "\n", " pCO2calc_20C aragsatcalc_insitu calcsatcalc_insitu freeCO2_insitu \\\n", "0 256.3 3.98 6.02 9.06 \n", "1 262.6 3.87 5.86 9.20 \n", "2 268.7 3.80 5.77 9.27 \n", "3 269.7 3.74 5.69 9.15 \n", "4 266.8 3.74 5.69 9.17 \n", "\n", " carbonate_insitu notes \n", "0 250.2 abc \n", "1 243.5 bc \n", "2 240.1 c \n", "3 237.2 cd \n", "4 236.4 ac \n", "\n", "[5 rows x 22 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HOT_surface.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It appears that the data file uses -999.0 as the missing values, so let's replace that now, and make a quick plot to see what it looks like." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "HOT_surface = HOT_surface.replace(-999.0, np.nan)\n", "plt.plot(HOT_surface['days'],HOT_surface['temp']);" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# convert to DateTime\n", "HOT_surface['date'] = pd.to_datetime(HOT_surface['date'])\n", "plt.plot(HOT_surface['date'],HOT_surface['temp']);" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Let's zoom into a three year period\n", "from datetime import datetime\n", "plt.figure(figsize=(14,10))\n", "plt.plot(HOT_surface['date'],HOT_surface['temp'],'bo-')\n", "plt.xlim(datetime(2000,1,1),datetime(2003,12,31))\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Example 1 three panel plot\n", "plt.subplots(nrows=3,ncols=1,figsize=(14,10))\n", "plt.subplot(3,1,1)\n", "plt.plot(HOT_surface['date'],HOT_surface['temp'])\n", "plt.title('HOT Surface Temperature')\n", "plt.grid()\n", "plt.subplot(3,1,2)\n", "plt.plot(HOT_surface['date'],HOT_surface['sal'])\n", "plt.title('HOT Surface Salinity')\n", "plt.grid()\n", "plt.subplot(3,1,3)\n", "plt.plot(HOT_surface['date'],HOT_surface['TA'])\n", "plt.title('HOT Surface Total Alkalinity')\n", "plt.grid()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Example 2 three panel plot\n", "fig, ax = plt.subplots(figsize = (14,10), nrows = 3)\n", "\n", "ax[0].plot(HOT_surface['date'],HOT_surface['temp'])\n", "ax[0].set_title('HOT Surface Temperature')\n", "ax[0].grid()\n", "\n", "ax[1].plot(HOT_surface['date'],HOT_surface['sal'])\n", "ax[1].set_title('HOT Surface Salinity')\n", "ax[1].grid()\n", "\n", "ax[2].plot(HOT_surface['date'],HOT_surface['TA'])\n", "ax[2].set_title('HOT Surface Total Alkalinity')\n", "ax[2].grid()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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sq0GL7NCfZLeAtDsjhN1Gnuc/LGil51rxisyonZR0g3PuxyRdLuntZvYSSTuccy9zzl0q6c8kvbtz+e9Jer1zbr2kX5T0X7tu6yOSrpN0Uee/1xU4bgBASnFbJ/kgS8YvabYoS9at93yNjbZ0zqrWknM3PkA2bMQs1/MfFbSOrYreu7SobOSwKWwxgXPuMUmPdX5+wswelDTunPtm18XOUidr65zb33X8sKTnmNmZkl4g6XnOua9Kkpl9UtKkpC8WNXYAQHpF7TaQhyy9wZJkiwbZCSHJ+eodc2uFLduIvZdJevOrLsj1uYgKWs9cuSJ0d4S43nC+vkZ8VUqNmpmtkbRB0gOdf7/XzL4j6Vqdzqh1u1rSfufcM5LGJR3r+t2xzjEAwBDKmsG6+rLxJbsJzM0v6IY7D2pNxO0kycIVWaMVlqXc8caX9820OUl37ZvJNYMVFbT+YG4+NJN675Hj1K7lpPD2HGZ2tqS7JF3vnPuhJDnn3iXpXWZ2o6R3SHpP1+UvkfSfJb02OBRys6FfJ8zsOrWnSHXhhRfm9RAAAJ7ImsHatX9Gd+2bWVb3Ffw77HaSZOGKrtGKyrr168GWd2uUuGa5YWPcuvNA6O1Qu5ZeoRk1M2upHaTd4Zy7O+Qif6x29iy4/PmS/lTSW5xz/9A5fEzS+V3XOV/So2H355y73Tk34ZybWL16dR4PAQDgkawZrCR9y4IMW5CJiqq7k7SY0VsRsbYt79WW3VnEHXuO6urLxhfHFSXPoCjpYpFgnFGTs76sAq6TwjJqnZWZH5f0oHPuA13HL3LO/X3nn1dKOtI5PiZpt6QbnXP3BZd3zj1mZk+Y2eVqT52+RdKHixo3ACCbuMan3b97/mhLZtLsifnUDVKzZrCSBi0Lzi3JrPVmi3ozemErM4tYbdmbRbxr38ziYoGN2/cOvG1WP0ma5fbbbcGnVcB1UuTU50ZJvyDpkJkd6Bz7TUm/bGbrJJ2S9G1Jb+387h2S/ndJ/9HM/mPn2Gudc9+V9DZJn5A0qvYiAhYSAIBH4qYkpaVTdbNz84vH0xaZZ93LM+p6YeKmDaMycyNmOuVcIZ35++36UNYm6v0WP8RlLccLOC/DoshVn3+j8PqyL0Rc/hZJt0T8blrSS/MbHQAgT/2mJPOop9q1f0Ynnj257LhJuuLi+HKXsGAmTtrM3YJz+uA1ly5uVbVx+97ctlSKus+Z2Tnt2j/jzSbqUeM0SfdNbQr9Hfpjr08AwMAGLarvd7m4abVglePEi14QGZx0BzMzs3MaMYttKBu34jMqMxfsu3nXvplc21L0u8/gtqvOVmXNdiIeW0gBAAYWF9gk+aBeYRbbTqLfYoAkCwomN4zrvqlNenj7Fv3DrT+th7dv0QevuTS2SD7Ijq2Z2q01U7tjp0/n5hf06Qe+k3tbirhdDHxqeeH77hR1RaAGABhY3Id0v+2SpNNF/FHBWpLMXJZVjnE7KnR3408qKks3yArMYIxRfGl54fvuFHXF1CcAIJPeVZ5XXzaue48cj6yT6l71+cOn59XbYD+uVi3JYoCozN1v7TqkTz/wHS04pxEzvflVF+iWydOBT9S0YZKWHr2iplRXmGnt1O7M9WOTG8YXp217FTm1GLeSN2qcBGb5IlADAKTWr2VEr94P8LVTu0NvNyo71G8xQLBtUW8R//S3v69P3f/I4uUWnFv8d3ewlmYsUUZbI7r6svElNWrd9ysNVrNW1urOwCDbYyE/TH0CAFIbdOuktJuk99vEPAiQejcNv+OBR0Jv79MPfGfZsd6tqaI2HA8TTPPdMrlet161XufEXDdrXVnZU4tFbo+F5MioAQBSS7phedS0WZbsUNy02sbte0ODiii905Nh2aPWClNrxDS/EL06dLQ1sixYCqYpHz8xH3m9rHVlZU4tFr09FpIhUAMApNavFUNY4LPtMwd18+cPL+5I0K+mLY20wcNIz9ZPYdmj+VNOY51dFMKCrrHRlm668pLQMfcbTx1aVtBuww9MfQIAUuvXiiEq8Hn8xPzi1ORd+2a0bfM6PbR9i+6b2jRQpiht8PDmV12w5N9RgdXs3LxWnRGe0zjrzJWRY44bT11aVtBuww9k1ADAY2lX3ZWlXzf8JBmu7nqnQR9j0p0HwlZ9StHZI5MiV5vGPcao8ZyzqqX3vD48C+cbX3Y8GHbmYjoz19nExISbnp6uehgAkFlYN/6wmigfRW0UHma0NZLLYwyC2qj7NUkPbd8Sed2tOw8o7BMxquXG+Nho7NZIvgbZ8JOZ7XPOTSw7TqAGAH6KCnb6BQh5yhpsxG351K1fEJTl/qPO2zmrWtr/7tdGXm9NRMsQafBg0oegLa8x+PBYmigqUKNGDQA8VfWqu+7O/N0tL+K2egqEtdNojSwt4B9tjcR28s96/9s2r1t2X5L05NMnY687HlFXFrTByNoWY5DzmJe8xuDDYxk2ZNQAwFNVZ9Tyvv+wTEzUVGUQNGW9/0tv/pJm55av1Bzvut/ejFBeU829j/OpZ05GjqXo57HfdHDaMVT9mmyyqIwaiwkAwFNld6LvlXdGL6oHWNRj3LrzQOb7/0FIYCSdzgDFddsfZFovrC1JlKIzo0mmn9OOoeos7zAiUAMAT1W96q6MPlpxjzHN3pbdmaMRs9BFAVK7Ji6q234QSGZdxPDo7JxWRNTchSm6H1mSvUrTjoHeauUjUAMAj1W5yXWeGb24AvSox5j0/nszR1GBUu+CgG4znZq4LEFakvsOG0vY3qR5Ptf9slxZnsuqs7zDiMUEAIBQee0tmbUAPen9J8kcdS8IiJKlKD7JfUvtFafdjyNqb9I8i/LjslxZn8uy9xsFiwkAADnrzZ6dePZk6BZMeRWgr53aHTnVKS3tn9avbqt3TP1aUfS7byl8QUIZRfl17sM3jFhMAAAoXBXF9FF1U92/DwQByvUJFiqEPZbehQdR9z1iplPORU5pllGUX3WNI/JBoAYAyE3SqUApnwL0XftndOLZk5G/D6ufSrpQIeyxdC88kKJrtvplrcoqyq+yxhH5oEYNAJCbNBmhE8/GN6DtJ8h49U6rBq1u4+qnkmw4niTrlbVmiw3PkRQZNQBAbvpNQ3Z7/MT8sqnENKKyd+clqPMKmxa84uLV2rHnqLbuPKDzxkY1tqoVWlvXm/XKkrViWhJJEagBAHJzxcWr9an7H0l8+d6pxCT6ddtPmtXrDrDC6tFaK0ytEdP8wunlAnlmvfKelmQPzmYiUAOAIVL0h/m9R46nvs7M7JzWTu1ONJ4k3faj6rziHntYdm7+lNPYaEtnnbnS++AnycIH1BOBGgAMiTI+zOOyWSZFtrLo7iUWN55+ixWiMl79HnvUuH8wN68D73lt5P35IsnCB9QTgRoANEjarNHc/IKu33lAO/YcTZTN6peNi2tX8eZXXaC79s3EBlr9gou4QDDYcF063adspLOl00jI1k7d9xU17hVmibN9VWIPzuZi1ScANES/HQDiivz7dcZPurtA1GrG97/p5bplcv2SFZJR4oKLqGnN7kaxwTil01s6RW3tFNxX2LiD6xW1c0Ceos4Le3DWH4EaADRE3PSX1M5qxem+bNrbDvRrVzG5YVz3TW3SQ9u3RG7nFBdc9GtrkaaPW/d99Y477FzFnZ+q0e6juZj6BICG6Df9lWTD8LRTaGHHk65mzLLBd7+2Fmmm+nrvq3vca6d2h17H16lE2n00F4EaADREv2734wl6nMVNoUXddtaVpFHBhdSuMes9luQ++vVx67e1U5LH6yt2IWgmpj4BoCGuuHh17PGoOqxAXDYramrtiotXa9tnDy6pXdv22YOJa7mCqdDbrrlUUnsPzq07Dyy7vW2fOdi3Pq7fYwxq5R7avkX3TW2KDWqYSoQvyKgBQENE9TALjvdmsEZbKzR38pSca2earr6s/fvebFZ3pqY3q3Xz5w8vaQgrSfMLTjd//nDi7E5v64zeCdre25eiV4d2j7N71ed4yqnAQacSaT6LvJhLULNQRxMTE256errqYQBAadZO7Y7sU9YbqIQ1jm2NmOTajV4D/TYYXxNRyyVJD2/fkmjcQSuNtEzSQwnvo0xh5zbJRu0Ybma2zzk30XucjBoANERcfVZvg9fQTvwJMle9maI4u/bPRF4v6wKAbr7Wi9F8FnmiRg0AGqJfDVp3e4k0wVFw2bBeanGCOrJ+PdiyBFytFeZtvRjNZ5EnAjUAaIigF1hcv7QgWEgTHAWXTdujLAgM+/VgCwswg0cQ9VjOfs5Kb7NTNJ9FngjUAKBBJjeMx/ZLC4KFsOCoNWJqrVgaGHWvdMySEXp0dq5vhimsSe5t11yqh7dv0amIxzJ7Yj71WKR2VnDj9r1aO7VbG7fvLWSnAVaMIk/UqAFAg+zaPxO5+blJi8FCXA+zqFqyqBo4kzS2qqXHQ4KnIDDs15MsqgdYnv3MytiUvvu2WPWJPLDqEwA8kLWdQ+/1Tjx7MjRgkqSfv/xC3TK5fqAxbt15IDQIHBtt6ZmTp0JXOkrKvAoyzxWUUatLu/cJBaoSteqTqU8AqFjSDc+TXC8qSJM0UJAmtTNFUV/tfzA3H7nHZ+/U5jmrWjpz5Qpt3Xmg7/Rjv71D06DIH3XE1CcA5CRrVixrO4c0xf1RG6D3Ch5Db+bprDNG9N5/sz5yG6rzxkZjtzAKfpdl+jGvrZHquC0UQEYNAAYQFKevmdq9bOujJFkxKXumJ2kmKGkhe3eGrtdTzy7ohs8c1BUXrx6oUL7fCtAiUeSPOiJQA4CMegOb3mnBpAFIVEbn+aOt2BWKY6taodfrXre5qrUi8TTjTfccjs3QLZxyuvfI8YGmIqucfsxzGhUoC1OfAJBRkqnHJAHIts3rlm/ntML01LMnNTvXrjkLmyKMWgvWffjE/CmdmD8VeRuBXftnFu+r3+MZZCqy6unHvKZRgbKQUQOQqzL6VPkiSRCWJAAJy/Sc/ZyVy7Z0mptf0PVdmbEfJAisevXeRiDp1GP348nyXDP9CKRDew4AuRm2zaj7bSY+yGOP22A9uO0zV65IlAWLEvRbi1og0Gtkhen9b3x56KKAYExJW27QYwxYivYcAApXZaF4Fa64eLV6NzgK/j1o/VO/TNzc/ILMFLu3Zz9BIDgzO7fscfQyaTFIkwZ7ric3jOu+qU16aPsWbdu8Tjv2HB2KDCyQBYEagNwMU5+qXftndNe+mSVZL5N07eUX6uHtW3Tf1KaBskRJpgIfP3G6d9mgnNQ3WOt+PHk811n7xwHDhMUEAHJTdaF4HpJOy4VllJyke48cX3ZbM7NzGjHTgnMa77nNqPub3DCum+453Hdqc+vOAzpvbFRjo62BpkGD8Qfj7NX7HObxXGftHwcMEzJqAHJT90LxNBmefhml3tYdQfDTfZv97u+mKy/pO7UZXC9JkNbvtsbHRvX+N7080XOYx3M9TBlYICsCNQC5qXufqqgMT9gqyajMUXA8rnVHkDXqV+cVnM8R6zcp2V/wXATTpL23GARZSZ/DPJ7rfucQAFOfAHJW5z5VcZmc3h5kYb3PujNKg+wq8Ojs3JIp0eePtvTUsyeXtetI46lnTkrS4ubjUVOuaVZkDvpc9zuHAAjUAAyZuEAkqu4q0Fs/9ZzWisUgY2y0pZuuvCTxbQVZo7DLPH+0tSSAmZ2bV2uF6ZxVLc2emNeKiDoys+gmuLNz89q684Cu33lgsU4uCNq6z03afTgH0b2ClFYdQDimPgEMjX41YWF1V72CbNeNdx/S4ydO14U9c/LUksvF3VaQNYqq8zLTsinR+VNOq85YqYe2b4msI7v2VRfGjr+7HUdY7V0V7VW6W3UMulIWaCICNQBDI2lNWFy7i/PGRiNv5+bPH17s1L9jz1Fdfdn44m0FdWbdtVyTG8Z19WXji78bMdPVl41r9kT4woBgujSqPuyWyfWJ23WEBWAU9wP+YeoTwNBIEogEAVRU5/1tm9dp684Dobfz+In5xSzbzOyc7to3E1tgH/RiC6YxF5zTXftm9PyIVhvdRfZR9WHB8X67JvQ+7uD2695eBWgaMmoAKpHHnqBpbyPNKsO4VY1JA5d+04ZRmbmwHQfSFtknmcbtfRx1b68CNBEZNQCly6NoPcttpF1lGJW1CrudKP1Wd4aZPTGv2665dKAi++CyUU1zwx43xf2AfwjUAJQuj470WW4jr0Ak7HaeeuZk3+nKsN9FTTXm1eakd5GDJJ2zqqX3vP6S2KlTAH4gUANQujyK1rPeRl6BSO/thNW0SdKJZ09q1/6ZxJm5PKcao5rurjpjJcEYUBMEagBKl0fRep6F72mavMZd7+rLxvVnBx9bkll7/MR85JRs1gxfkvHu2j8TuZiAVZxAfbCYAEDp8ihav+Li1cu2QWqNmJ565mSqBQpp9vfsvd62zxxccr2df/sdhe32FLaoIFgIEawgve2aS7Vt8zrt2HM0dvxJxhtcJkpUMJvHAg8A+SKjBqB0g9aKBW0tepvwLyy4xWxW0gUKWevlbrrnsOZPLR3B/Cm3pAlut+4sVthCiG2fPSg5Ld5m1PiTjDdun9GogLjsXQkAJJMpUDOzc5xzj+c9GADDI0mtWNQUX1Qg0ls2H2yovmPP0chAMGutW9jCgTjdWayw8Yft4xkWMCYZb9zYo/q65bHAA0D+Iqc+zexjEccvkPTXhY0IABQ/xZe2xipuOjNNb7WkWiO27N/dWaxBFk0kGW/UZcY7q0mT3E+/4wDKEVejttLMPmVmi5cxsx+T9BVJ7yt8ZACGWlSG5/qdB7QirBCsj7n5BW2984DWTO3Wmqnd2vDbX2rXmWWslztnVSv0+FlnjGjZnGzPv9MumuiWZLxZHlMRASuAwcUFav9O0glJO81sxMz+uaQvSXqHc+4T/W7YzC4ws3vN7EEzO2xm7+wc/x0z+7qZHTCzL5nZeV3XudHMvmVmR81sc9fxy8zsUOd3HzLL8C4NoFbiMjnBlkvdWiOm1or4t4buqz1+Yr5dFyZF7kAQ5z2vvyQ0c9YaWRFau9a9mCAskAobf1RT2n7jTXKZXuxKAPjJXMgb3pILmP2epB+X9CJJb3LO3Z/ohs3OlXSuc+5rZvZcSfskTUo65pz7YecyvyrpJc65t5rZSyR9WtIrJZ0n6b9JerFzbsHM/lbSOyXdL+kLkj7knPti3P1PTEy46enpJEMFUJKkbSV27Dnad59Kqb2J+SnnFm9LUuLrBsbHRnXf1KZM4w47vnXngWUJtcDD27fE3mYw/jx3BUjTeiRrmxIAgzOzfc65iWXHowI1M/uw2gl7k/Rzkr4m6cHg9865X005gM9J+n3n3Je7jt0o6ULn3Ns6P8s5d2vnd3sk3STpYUn3Oucu7hx/s6RXO+d+Je7+CNQAv0Rtct6d6YlqGhvFJD3UFfzE3Vfa20gz7m5Rm6Gb2i04ygx80o4dQHWiArW4VZ/TET9Lyysw+t35GkkbJD3Q+fd7Jb1F0g8kXdG52LjaGbPAsc6x+c7PvccB1MigbSXCRNVP9bb/WGEWOl0qSSvMtHZqd2SmTLZ0yjRs3FL/TKDrjKfMACnqnN9wZ3vKl2AN8F9koOac+6Oo35lZ4sUEZna2pLskXR9MeTrn3iXpXZ0s2jskvUda1rtSOp3RCzsedl/XSbpOki688MKkQwRQgkHbSoy2RlJttdTd/iNoTttbOyadrncLVoZOf/v7umvfzOn7ivhaGtcXLUrZKyij7m/BOXqkATWRdWeCNyW5kJm11A7S7nDO3R1ykT+WdHXn52OSLuj63fmSHu0cPz/k+DLOududcxPOuYnVq1cnGSKAkgzSVmLETHPzCxrprCMa72zXFNfFv7vL/o49R3XNKy/Q2OjplZpROwh8+oHvJMrq9euL1u86ZYi7v7DdEgD4J2ug1nfVZWdl5sclPeic+0DX8Yu6LnalpCOdn++R9LNmdqaZrZV0kaS/dc49JukJM7u8c5tvkfS5jOMGUJGsbSWk01mvBec02hrRFRev1l37ZiK3UQrrwXbXvhnddOUlenj7lnZRf0SmLGqKNOzxBJJkyqpYQRl1PgP0SAP8Fzn1aWYviPqVEgRqkjZK+gVJh8zsQOfYb0r6ZTNbp3YT8W9LeqskOecOm9mdkr4p6aSktzvngq+ob5P0CUmjkr7Y+Q9AjSTZNipJbVmQ9Qo7HtSAJamHi9rUfSSmni1w1hkjS8Ydd1vdq1LLnmYM7u+GOw+GPiZ6pAH+i1v1+ZCia8TknFtb4LgGxqpPoP7WTu1OtXIpWMEZdb3uFZ5RKyKvvmx8aY1aiNYK0443vjx2tapPqyt9Hx+ADKs+fQ/EADRf2qxXkCGKul53BikIUG7+/OHFjdTPXLlCEy96gSZe9ILYVZ9BA9vgNgbdZF4qtodZHuMDUI1Um7Kb2T+T9LOS3uyce2kxQwKAtm2b1yXOenXXgEVdL6xG7On501u5z87Na+vOA7r28gsXm+CundodOrbe+q4km8wHeoOyoOYuGG9Qcxfcbh7SjA+AP/ouJjCzc83s+s7uAIfVDu7eXPjIAAy9qK2QbplcH7tFUtItlMJq2ZykO+5/ZHFhQt57YIYtdLjj/kcia+oADLe4GrV/r3ZAdr6kOzv/fa4uU6LUqAHoJ64GLthaKqpH2thoSzddeUnkFlhRU4xROxdEGR8bZboSGAJZdib4L5K+KunnnHPTnRtJtSMBAPgsqpZNOj21GVbLJrWnSXunJ3uDurApzDQtMaxzG1G3BaD54qY+z5f0J5I+YGZHzex3JLViLg8AtbJt87rIXkPP72qOO7lhXKvOWP69tnd6Mq4tSCBqyrR3HKblrd6YDgWGT1yg9ufOuY845/6lpH+l9r6c3zWzB83sP5UzPADDqntngbCdBwa9vNQOwK69PHy7uaeePbnkNgbZAqv7eFTj32svv3BJTV3U9AVNaoHhEjf1ufgFzzl3TNL7JL3PzF4sFhMASChL24mwKcRtnzmomz9/WLMn5pfdTpIpxyi3TK7X7q8/tmRaU5LmF1yiBrm9W2CFXWaFmXbtn1my8rLfOYmqZaNJLTBc4gK11Wb2f0f87okiBgOgWbIGUGFTiPOn3GIw1Xs7SXYiiDPbE6QFejNh/Vp+hF1GWr4JepJWGWlajABorripzxFJZ0t6bsh/Zxc/NAB1l6RmK0yS6b3u2+m3IKCfJC04krT8CC4zErLje9r6sqQtRgA0W1xG7THn3G+XNhIAjZOkZitM3GrM3tv5rV2HYm8nibDslUm64uLVSy6XJBM2uWFcW3ceiBxvGjSpBRCXUUuy8ToAROqXqYpaABBWcB91O59+4DuRv086TTi5YVxXXza+5E3PSbpr30zoooR+CxfybpILYHjFBWr/qrRRAGikqBWO2zavC+3Qf+PdhxaL7run/cZGW2qNWOjthO35GUiTjbr3yPFE7TDixp3kcQNAGnGbsn+/zIEAaJ64FY4bt++NXQDQO+0XtXr0hjsPhgZrYXVicZJO0/aruwvG+PzRlp7TWhG6ShUAkkq1KTsApBVVZ5W2fq37doKgbevOA1p1xoieenZh2eXf/KoLUo0zSfuNuPEFmbUgiJudm9doa0S3XXMpARqAzPpuyg4ARchax9U79fjUswsaWWGL9WVmUmuF9Kn7H9Gaqd3a8NtfStT8Nul0ZdT4RszYWB1A7gjUAFQiax1X2NTjwimn88ZG9cFrLtVKM82fOv27x0/Ma9tnD/YN1pK2w4gad1StHDsJABgEU58AKpG0Q3+vuCnTHXuOav7U8oCpd5eBuDEluUzYuHfsORo5dZpldwYAkAjUAFQoS5+wuFqyuOxVnpmtqHGH7SRwxcWrM29vBQBMfQKolbgp07j6tqJ7mEVNnd575Di1awAyI6MGwHu9U4dXXzaue48cD51K3PaZg8umP1sjVkoPs7BMW167FAAYTgRqALwWtrH7Hfc/omsvv1C3TK5fctkgSLrpnsOanTu90fpZZ1T3Vpe07QcAhGHqE2iwflsdVSnp2MJWeTpJd9z/SOh1JjeM66YrL1kyPTo7N79s94CysEsBgEEQqAENlWSrozqMLWqK0EmRdV79dg8oU9K2HwAQhqlPoKHigpWqg4Sosd1w50Ft3XlgSd1Z1NShlH53g+B4UPM2MzunETMtOKfxAttmZFndCgASGTWgsdIGMWWKGsOCc8sybNs2r1PUrp1pdzcIepoF2bzgPiW/Mo4AECBQAxoq6xZNZUgyhu7s37WXX7gsWIur84qrCwvL5vXeZ1o+1wICqDcCNaChfC5iDxtbmCDzdsvket12zaWJ67zi6sL6ZRTTZhx9rgUEUH/UqAE1kmYroqxbNJWhd2wrOnVivbozb2nrvKIuH1fz1nufSfhcCwig/gjUgJoI6yfWbysin4vYu8fW+9ik4rJ/2zavW3Zfg9ynz7WAAOqPqU+gJnxqOZG3MltYdN+XJI1Yu/ot6336XAsIoP7IqAE10bTMTdg07n1Tm0q9zw9ec+nAwWBYhs6XWkAA9UegBniiX/3ZoFsRpalvK1qWadzu62Z5HIPcZxyfawEB1B+BGuCBJEHEIJmbooKUrLIW4A/yOIos+ve5FhBAvVGjBnggSf3ZIHVcvtW3ZZ3GHeRxNG3qGMBwIKMGeCBpEJE1c+NbkJJ1GneQxzHo1DEAVIGMGuCBolcO+rYyMWsz3kEeh88NgAEgCoEa4IErLl6d6nhavgUpWadxB3kcZbYAAYC8MPUJeODeI8cjj6dd5Rh3eZ9WJmaZxh3kceR5HgGgLOZCtm1pgomJCTc9PV31MIBE1k7tVtRf4mhrZNlKz6hMUFSH/2HPHKU9L5xHAGUzs33OuYne40x9Ah6IqrEaMUu1yjGP1Z279s9o4/a9Wju1Wxu3723E5uJpz4tvq2QBDC+mPgEPRPVIC9uPUkq/+jHqeO/03hUXr9Zd+2a86beWl7zOF608AJSNjBrggahC9/GUqxyTHt+1f0YbfvtLun7nAc3MzsmpHZTdcf8jjcwkDXq++h0HgKIQqAGemNwwrvumNumh7Vt039QmTW4YT73KMcnlg/qrx0/ML7t+VJ1c3TNJRZxHACgDU5+Ax9Kuckxy+bD6q37KyCQVucqyiPMIAGVg1SfggTJbQcStMJUk09LMWhmrHfNeZUlrDQB1w6pPwFNBkNJdK3bj3YcKW20Zlx0bbY3o2ssvLL0pbJ6rLMs+nwBQJKY+gYrFBSlFBEhhK0wlaWy0pZuuvKSSzFOeqyzLPp8AUCQCNSAHg0y1ld0Kwsf6qzw3TKe1BoAmIVADBtRbX5W291ieQUpSWbZvKlJUH7ksqyyrOJ8AUBRq1IABDVpfRSuIfDdM53wCaBIyasCABp1qq2oq0reVkVFZvrTj9HFqFwCyIlADBpTHVFvZU5GDTteWJes4fZvaBYCsmPoEBlTHqba6bDpel3ECQFHIqAEDquNUW11WRtZlnABQFAI1IAdlTbXlVVdWl5WRdRknABSFqU+gJvLsuF+X6dq6jBMAikJGDaiJqHqtG+48KCndIoC6TNfWZZwAUBQ2ZQdqIm4z9TI2TgcAFIdN2YGai6vLYiUkADQTgRpQE2H1Wt1YCQkAzUOgBtREsM3SiFno71kJCQDNw2ICNIJv2yEVJXhMeW1gDgDwG4Eaaq8u2yHlhZWQADA8CNRQe3HbDDU1eGEvSwAYDtSoofbYZggA0FQEaqi9qCJ6iusBAHVHoIbaY5shAEBTFRaomdkFZnavmT1oZofN7J2d4zvM7IiZfd3M/tTMxjrHW2b2R2Z2qHOdG7tu67LO8W+Z2YfMIvoTYCgFbSvGx0ZlksbHRunSDwBohMK2kDKzcyWd65z7mpk9V9I+SZOSzpe01zl30sz+syQ5537DzH5O0pXOuZ81s1WSvinp1c65h83sbyW9U9L9kr4g6UPOuS/G3T9bSAEAgLqI2kKqsFWfzrnHJD3W+fkJM3tQ0rhz7ktdF7tf0huCq0g6y8xWShqV9KykH3YCvuc5577aeSCfVDvgiw3UAB8NS783AEA+SqlRM7M1kjZIeqDnV7+k0wHXZyU9pXZw94ik9znnvi9pXNKxrusc6xwLu5/rzGzazKaPHz+e3wMAchD0e5uZnZPT6X5vu/bPVD00AICnCg/UzOxsSXdJut4598Ou4++SdFLSHZ1Dr5S0IOk8SWsl3WBm/1RSWD1a6Hytc+5259yEc25i9erVOT4KYHBx/d4AAAhTaKBmZi21g7Q7nHN3dx3/RUk/I+lad7pI7uck/blzbt45911J90maUDuDdn7XzZ4v6dEixw0UgX5vAIC0ilz1aZI+LulB59wHuo6/TtJvqL1w4ETXVR6RtMnazpJ0uaQjnVq3J8zs8s5tvkXS54oaN1AU+r0BANIqMqO2UdIvqB18Hej899OSfl/ScyV9uXPso53L/xdJZ0v6hqS/k/SHzrmvd373Nkkfk/QtSf8gFhKghuj3BgBIq8hVn3+j8PqyL0Rc/klJb4z43bSkl+Y3OqB8bKYOAEiLTdmBErGZOgAgDQI1VIaeYgAAxCNQQyWCnmJBu4qgp5gkgjUAADoI1FCJuJ5iYYEa2TcAwDAiUEMl0vQUI/sGABhWpWwhBfRK01OMjv4AgGFFoIZKpOkpRkd/AMCwIlBDJSY3jOvWq9ZrfGxUJml8bFS3XrU+dCqTjv4AgGFFjRoqk7Sn2LbN65bUqEnR2TcWHQAAmoRADd5L2tGfRQcAgKYhUEMpBs10hWXfem/zxLMnU7X8AADAdwRqKFwRma6w24zCogMAQF0RqKFwaZvbSv0zcGG3GYVFBwCAuiJQQ+HSttdIkoFLmiWLWnQAAEAd0J4DhUvbXiNJg9uo646NthK1/AAAoA7IqKFwadprSMkycFG3edOVlxCYAQAag0ANhUvaXiNw3tho6OKA7ixa2tsEAKCOzDlX9RgKMTEx4aanp6seBjLorVGT2tkypjEBAE1lZvuccxO9x8mowTtkywAAaCNQg5eSbi8FAECTseoTAADAUwRqAAAAniJQAwAA8BSBGgAAgKcI1AAAADxFoAYAAOApAjUAAABP0UetYXbtn6FRLAAADUGg1iC9Wy/NzM7pxrsPSdKyYI2ADgAA/zH12SA79hxdsj+mJM3NL2jHnqNLjgUB3czsnJxOB3S79s+UOFoAANAPgVqDPDo7l+h40oAOAABUi0CtQc4bG010PGlABwAAqkWg1iDbNq/TaGtkybHR1oi2bV635FjSgA4AAFSLQK1BJjeM69ar1mt8bFQmaXxsVLdetX7ZIoGkAR0AAKgWqz4bZnLDeN/Vm8HvWfUJAIDfCNSGVJKADgAAVIupTwAAAE8RqAEAAHiKQA0AAMBTBGoAAACeIlADAADwFIEaAACApwjUAAAAPEWgBgAA4CkCNQAAAE8RqAEAAHiKQA0AAMBTBGoAAACeIlADAADwFIEaAACApwjUAAAAPEWgBgAA4CkCNQAAAE8RqAEAAHiKQA0AAMBTBGoAAACeIlADAADwFIEaAACApwjUAAAAPEWgBgAA4CkCNQAAAE8RqAEAAHiKQA0AAMBTBGoAAACeIlADAADwFIEaAACApwjUAAAAPFVYoGZmF5jZvWb2oJkdNrN3do7vMLMjZvZ1M/tTMxvrus7LzOyrncsfMrPndI5f1vn3t8zsQ2ZmRY0bAADAF0Vm1E5KusE592OSLpf0djN7iaQvS3qpc+5lkv67pBslycxWSvqUpLc65y6R9GpJ853b+oik6yRd1PnvdQWOGwAAwAuFBWrOucecc1/r/PyEpAcljTvnvuScO9m52P2Szu/8/FpJX3fOHexc53855xbM7FxJz3POfdU55yR9UtJkUeMGAADwRSk1ama2RtIGSQ/0/OqXJH2x8/OLJTkz22NmXzOzX+8cH5d0rOs6xzrHwu7nOjObNrPp48eP5zZ+AACAKqws+g7M7GxJd0m63jn3w67j71J7evSOrrH8C0mvkHRC0l+Y2T5JP9RyLuy+nHO3S7pdkiYmJkIvAwAAUBeFZtTMrKV2kHaHc+7uruO/KOlnJF3bmc6U2pmyv3LOfc85d0LSFyT9eOf4+V03e76kR4scNwAAgA+KXPVpkj4u6UHn3Ae6jr9O0m9IurITkAX2SHqZma3qLCz4KUnfdM49JukJM7u8c5tvkfS5osYNAADgiyKnPjdK+gVJh8zsQOfYb0r6kKQzJX2502XjfufcW51zj5vZByT9ndpTm19wzu3uXO9tkj4haVTtmragrg0AAKCxCgvUnHN/Iyms39kXYq7zKbVbdPQen5b00vxGBwAA4D92JgAAAPBU4as+m2jX/hnt2HNUj87O6byxUW3bvE6TG0I7hgAAAGRGoJbSrv0zuvHuQ5qbX5AkzczO6ca7D0kSwRoAAMgVU58p7dhzdDFIC8zNL2jHnqMVjQgAADQVgVpKj87OpToOAACQFYFaSueNjaY6DgAAkBWBWkrbNq/TaGtkybHR1oi2bV5X0YgAAEBTsZggpWDBAKs+AQBA0QjUMpjcME5gBgAACsfUJwAAgKcI1AAAADxFoAYAAOApAjUAAABPEagBAAB4ikANAADAUwRqAAAAniJQAwAA8BSBGgAAgKcI1AAAADxFoAYAAOApc85VPYZCmNlxSd+u6O5fKOl7Fd33MOJ8l49zXi7Od/k45+XifEsvcs6t7j3Y2ECtSmY27ZybqHocw4LzXT7Oebk43+XjnJeL8x2NqU8AAABPEagBAAB4ikCtGLdXPYAhw/kuH+e8XJzv8nHOy8X5jkCNGgAAgKfIqAEAAHiKQC0hM3uOmf2tmR00s8NmdnPP73/NzJyZvTDmNkbMbL+Z/VnxI66/Qc+5mY2Z2WfN7IiZPWhmP1HOyOsph/O9tXO9b5jZp83sOeWMvL6izrmZ3WRmM2Z2oPPfT0dc/3VmdtTMvmVmU+WOvn4GOd9mdoGZ3dt5LzlsZu8s/xHUz6Cv8c5lh/qzc2XVA6iRZyRtcs49aWYtSX9jZl90zt1vZhdIeo2kR/rcxjslPSjpeQWPtSkGPee/J+nPnXNvMLMzJK0qYcx1lvl8m9m4pF+V9BLn3JyZ3SnpZyV9oqSx11XoOe/87jbn3PuirmhmI5L+i9rPyzFJf2dm9zjnvln4qOsr8/mWdFLSDc65r5nZcyXtM7Mvc777GuScB4b6s5OMWkKu7cnOP1ud/4ICv9sk/XrXv5cxs/MlbZH0sSLH2SSDnHMze56kfynp453betY5N1vogGtu0Ne42l/8Rs1spdpB8aNFjbUp+pzzfl4p6VvOuX90zj0r6U8k/esChtkYg5xv59xjzrmvdX5+Qu3AYbyQgTbIgK9xPjtFoJZKJ/16QNJ3JX3ZOfeAmV0pacY5d7DP1T+o9gfdqWJH2SwDnPN/Kum4pD/spMw/ZmZnlTDkWst6vp1zM5Lep3bG7TFJP3DOfamMMddd2Dnv/OodZvZ1M/sDMzsn5Krjkr7T9e9jInDoa4Dz3X0bayRtkPRA3OXQNuA5/6CG/LOTQC0F59yCc+5SSedLeqWZvUzSuyS9O+56ZvYzkr7rnNtX/CibJes5Vzu78+OSPuKc2yDpKUnU8PQxwGv8HLWzOWslnSfpLDP7+YKH2wgh5/ylkj4i6Z9JulTtwPf9IVe1sJsraJiNMcD5liSZ2dmS7pJ0vXPuh4UPuAGynnM+O9sI1DLoTKH9pU5/MB00s4fVfhF+zcz+Sc9VNkq6snOZP5G0ycw+VdZ4myDDOT8m6VjXN7fPqh24IYEM5/v/kPSQc+64c25e0t2S/nlpA26ArnP+Oufc/+x8uJ2S9P+pPc3Z65ikC7r+fb6Ybk4sw/lWp8bqLkl3OOfuLmusTZHhnPPZKQK1xMxstZmNdX4eVfuDab9z7kecc2ucc2vUfuP8cefc/+i+rnPuRufc+Z3L/Kykvc45sg19DHjO/4ek75jZus6hfyWJot8Yg5xvtac8LzezVWZmap/vB8sbfT1FnPMjZnZu18X+jaRvhFz97yRdZGZrO4tlflbSPQUPudYGOd+d1/XHJT3onPtACcNthEHOOZ+dbaz6TO5cSX/UWWm1QtKdzrnIpcJmdp6kjznnIpcco69Bz/l/kHRH50PsHyX9u6IHXHOZz3enlu2zkr6m9uq4/aLTeBKh59zM/quZXar2VObDkn5FWnbOT5rZOyTtkTQi6Q+cc4ereBA1kvl8q53d+QVJhzr1VpL0m865L5T7EGpnkHMOsTMBAACAt5j6BAAA8BSBGgAAgKcI1AAAADxFoAYAAOApAjUAAABPEagBGBpm9i4zO9zZtuaAmb0q5rKfMLM3dH7+mJm9pM9tv9XM3tL5+d922gwAwEDoowZgKJjZT0j6GbUb9j5jZi+UdEaS6zrn/s8El/lo1z//rdoNPNkpAMBAyKgBGBbnSvqec+4ZSXLOfc8596iZvdvM/s7MvmFmt3c60C9hZn9pZhOdn580s/ea2UEzu9/MfrRz/CYz+7VOFm5C7WbLB8xsi5n9addtvcbM2H4IQCIEagCGxZckXWBm/93M/h8z+6nO8d93zr3COfdSSaNqZ93inCXpfufcyyV9RdK/7/6lc+6zkqYlXdvZiPoLkn7MzFZ3LvLvJP1hLo8IQOMRqAEYCs65JyVdJuk6Sccl7TSzfyvpCjN7wMwOSdok6ZI+N/WspGBrrX2S1vS5Xyfpv0r6+c6ehz8h6YvZHgWAYUONGoCh4ZxbkPSXkv6yE5j9iqSXSZpwzn3HzG6S9Jw+NzPvTu+9t6Bk76N/KOnzkp6W9Bnn3MkMwwcwhMioARgKZrbOzC7qOnSppKOdn79nZmdLekNOd/eEpOcG/3DOPar2woLfkvSJnO4DwBAgowZgWJwt6cOd6ceTkr6l9jTorKRDkh6W9Hc53dcnJH3UzOYk/YRzbk7SHZJWO+e+mdN9ABgCdjqDDwAoipn9vqT9zrmPVz0WAPVBoAYABTOzfZKekvSaoD0IACRBoAYAAOApFhMAAAB4ikANAADAUwRqAAAAniJQAwAA8BSBGgAAgKcI1AAAADxFoAYAAOApAjUAAABPEagBAAB4ikANAADAUwRqAAAAniJQAwAA8BSBGgAAgKcI1AAAADxFoAYAAOApAjUAAABPEagBAAB4ikANAADAUwRqAAAAniJQAwAA8BSBGgAAgKcI1AAAADxFoAYAAOApAjUAAABPEagBAAB4ikANAADAUwRqAAAAniJQAwAA8BSBGgAAgKcI1AAAADxFoAYAAOApAjUAAABPEagBAAB4ikANAADAUwRqAAAAniJQAwAA8BSBGgAAgKdWVj2AorzwhS90a9asqXoYAAAAfe3bt+97zrnVvccbG6itWbNG09PTVQ8DAACgLzP7dthxpj4BAAA8RaAGAADgKQI1AAAATxGoAQAAeIpADQAAwFMEagAAAJ4iUAMAAPAUgRoAAICnCNQAAAA8RaAGAADgKQI1AAAATzV2r8+q7do/ox17jurR2TmdNzaqbZvXaXLDeNXDAgAANUKgVoBd+2d0492HNDe/IEmamZ3TjXcfkiSCNQAAkBhTnwXYsefoYpAWmJtf0I49RysaEQAAqCMCtQI8OjuX6jgAAEAYArUCnDc2muo4AABAGAK1AmzbvE6jrZElx0ZbI9q2eV1FIwIAAHXEYoICBAsGWPUJAAAGQaBWkMkN4wRmAABgIEx9AgAAeIpADQAAwFMEagAAAJ4iUAMAAPAUgRoAAICnWPVZMDZnBwAAWRGoFYjN2QEAwCCY+iwQm7MDAIBBEKgViM3ZAQDAIAjUCsTm7AAAYBAEagVic3YAADAIFhMUiM3ZAQDAIAjUCsbm7AAAICumPgEAADxFoAYAAOApAjUAAABPEagBAAB4ikANAADAUwRqAAAAniJQAwAA8FRhgZqZXWBm95rZg2Z22Mze2Tn+AjP7spn9fef/53SOv8bM9pnZoc7/N3Xd1mWd498ysw+ZmRU1bgAAAF8UmVE7KekG59yPSbpc0tvN7CWSpiT9hXPuIkl/0fm3JH1P0uudc+sl/aKk/9p1Wx+RdJ2kizr/va7AcQMAAHihsJ0JnHOPSXqs8/MTZvagpHFJ/1rSqzsX+yNJfynpN5xz+7uufljSc8zsTEkvkPQ859xXJcnMPilpUtIXixp70+3aP8O2VgAA1EApW0iZ2RpJGyQ9IOlHO0GcnHOPmdmPhFzlakn7nXPPmNm4pGNdvzumdsAXdj/XqZ1504UXXpjfA2iQXftndOPdhzQ3vyBJmpmd0413H5IkgjUAADxT+GICMztb0l2SrnfO/TDB5S+R9J8l/UpwKORiLuy6zrnbnXMTzrmJ1atXZx1yo+3Yc3QxSAvMzS9ox56jFY0IAABEKTRQM7OW2kHaHc65uzuH/6eZndv5/bmSvtt1+fMl/amktzjn/qFz+Jik87tu9nxJjxY57iZ7dHYu1XEAAFCdIld9mqSPS3rQOfeBrl/do/ZiAXX+/7nO5cck7ZZ0o3PuvuDCnWnSJ8zs8s5tviW4DtI7b2w01XEAAFCdIjNqGyX9gqRNZnag899PS9ou6TVm9veSXtP5tyS9Q9L/Luk/dl0+qF97m6SPSfqWpH8QCwky27Z5nUZbI0uOjbZGtG3zulxuf9f+GW3cvldrp3Zr4/a92rV/JpfbBQBgGJlzoeVetTcxMeGmp6erHoaXilr12btQQWoHgbdetZ6FCh2suAUAhDGzfc65id7jpaz6hF8mN4wXEhzELVQgGKnXilsCSgDwA1tIITcsVIhXlxW3QUA5Mzsnp9MBJdPYAFA+AjXkhoUK8eoSyNYloASAYUCghtwUvVCh7uoSyNYloASAYUCghtxMbhjXrVet1/jYqEzS+NgoCwm61CWQrUtACQDDgMUEyFVRCxWaIDgvvhfpb9u8LnT1rm8BJQAMAwI1oER1CGTrElACwDAgUAOwTB0CSgAYBtSoAQAAeIpADQAAwFMEagAAAJ4iUAMAAPAUgRoAAICnWPWJ3LCRN8LwugCA7AjUkItgI++gSWqwkbckPpQr4EtwxOsCAAZDoOYpXz5ok4rbyDvruOt2DnzhU3BUxOsCAIYJgZqHfPqgTSrvjbzreA584VNwxAbvKBNf7tBELCbwUNwHra/y3si7juegbLv2z2jj9r1aO7VbG7fv1a79M5L8Co7Y4B1lCb7czczOyen0l7vg7wKoKwI1D/n0QZvUts3rNNoaWXJskI2863gOyhT3oeRTcJT36wKIwpc7NBWBmod8+qBNanLDuG69ar3Gx0ZlksbHRnXrVeszTzukOQdRmaUmi/tQ8ik4yvt1AUThyx2aiho1D23bvG5JfZZUjyxEnht5Jz0Hw1rLFvehFDxuX2p12OAdZThvbFQzIX8XPn/BBZIgUPOQbx+0VUh6DnwqnC9Tvw8lgiMMm7p+wQX6IVDzFB+0yc7BsE538KEELMUXXDQVgRpqbVinO/hQApbjCy6aiEANtTbMmSU+lACg+QjUUGtklgAATUaghtojswQAaCr6qAEAAHiKQA0AAMBTTH0CDcKm1PXA8zTceP6RBoEaSsebVDGGdZeGuuF5Gm48/0iLqc8h4NNemHGbiWMwbEpdDzxPw43nH2mRUWs437695bXlU5VZOV8zgsO6S0Pd8DwNN55/pEVGreHK+PaWJmOXx5tUlVk5nzOCUbsxNH2XhrrheRpuPP9Ii0Ct4Yr+9pY2cMnjTarKqQOfpy22bV6n0dbIkmOD7tLgw7R52BiyjsuHx1PE84T64PlHWkx9NlzRe2GmncoM2/JJkk48e1K79s9ETiF2Tze6iLGUMXXg87RF3rs0+DBtHjaGbZ89KDlp/pRLNS4fHk/3ffk4fY7i8fwjLQK1hit6L8y0gUvwZnTTPYc1Oze/ePzxE/ORH5q9H7BRypg68H0T+Dx3acirnjDvMcwvLA/Vk4zLh8cTYDeN4cbzjzSY+vRM3lMzkxvGdetV6zU+NiqTND42qluvWp/bm0SWqczJDeM668zl3xGiphDDPmB7lTV1UOa0RdXTdD5kD9PcV7/L+vB4ACAtMmoeCZ3m+cxB3fz5w5o9MZ85RV7kt7esGbs0H5pxH6QmlTp1kHbaIusKUR+m6XzIHkaNIeqyWW7Ll2woAIQhUPNI6DTPKafHT7SnCAf9sC6irUTWeos0H5pRlx0fG9V9U5syjjy7pIHvIMGWD9N0RU+bZx1Da8SW1KglHZcPjwcA0iJQ80iSKZisH9ZFZmiyZOzSfGjW9QN2kGCryGm6pAF72UXPcePqPZ5lXBRxA6gjAjWPJJ3myfJhXXaGpl8wkOZDs64fsIMEW0VN06UN2Msqeu43rrjXRRoUcQOoGwI1j0S1ruiV5cO6zELqpMFAmg9NXz5g00wfDxJsFZVF9GFKNYyv4wKAqrHq0yO9KzTHRlvtepwuWT+sy+yG7XNT2EGkbe6bZYVosNJz684Dek5rhcZGW7mu1vV15aOv4wKAqpFR80xv5iivBQBl1nk19UM3bdYnywrR7ufo8RPzGm2N6LZrLs21nYqPKx99HRcAVI1AzXN5TfmVWefV1A/dLAFomuevjOk/Xxdm+DquqhWxUhtAvRCoDZGy6rya+qFbdABaRibS14UZvo6rSj700gNQPQI15K6pH7pFB6BlZSJ9WZjRy9dxVYUFFgAkAjUUpIkfukUHoE3NRCKbptZ6AkiHQA1IocgAtKmZSGTT1FpPAOkQqAEeaWImEtn0y7Cy0AAYDgRq8B4fSBhGcRlWFhoAw4NALQMCh/IM0wcSryv0isqwstAAGB7sTJBS2u70GExTdznoxesKabDQABgeBGopDUvg4Ith+UDidYU0ytwSDv4ItphbO7VbG7fv5YvckCBQS2lYAgdfDMsHEq8rpJFlH1nUG1n34UWglpIvgUOSb1ZVfvvK676H5QPJl9cV6mFyw7huvWq9xjuvjxGzxQwsH9zNRNZ9eBGopeRD4JDkm1WV377yvO/uDySTND42qluvWt+4gmkfXleol8kN44uvmwXnJJFlaTKy7sOLVZ8p+dCUNMmKrypXheV938PQW8yH1xWqk3XFL6s/hwcNkIcXgVoGVQcOSb5ZRV1mZnZOu/bPFDp+vvllU/XrCvlKGnwN0oKGv7XhwRZzw6uwqU8zu8DM7jWzB83ssJm9s3P8BWb2ZTP7+87/z+m6zo1m9i0zO2pmm7uOX2Zmhzq/+5CZWVHjroMk9Uxx37KKnhqJuu8VZqxWwlBIM/0/SO0RtY3DY1jKQLBckTVqJyXd4Jz7MUmXS3q7mb1E0pSkv3DOXSTpLzr/Vud3PyvpEkmvk/T/mFlQtPMRSddJuqjz3+sKHLf3ktQzhV0mUHQBatR9LzjHaqWUWI5fjUHPe5rga5CsGLWNw2Vyw7jum9qkh7Zv0X1TmwjShkRhU5/OucckPdb5+Qkze1DSuKR/LenVnYv9kaS/lPQbneN/4px7RtJDZvYtSa80s4clPc8591VJMrNPSpqU9MWixu67JPVMwc/X7zwQehtFTo30jm+F2WKxc6BpdTRF7CowTLsy+CSP854m+Bqk9ojaRqD5SqlRM7M1kjZIekDSj3aCODnnHjOzH+lcbFzS/V1XO9Y5Nt/5uff4UEtSzzS5YVw79hwtvAA1KkgJxrd2anfo9ZpSR1NUQEWheDXyOO9pgq9Ba498qG1k+zOgOIW35zCzsyXdJel659wP4y4acszFHA+7r+vMbNrMpo8fP55+sA0UNTVyxcWrc5lSS1KLE1dH04SpvaL6G1EoXo08znuaKcm61x7RiBUoVqEZNTNrqR2k3eGcu7tz+H+a2bmdbNq5kr7bOX5M0gVdVz9f0qOd4+eHHF/GOXe7pNslaWJiIjSYGzZhUyNXXLxad+2bySUDlCT7EJUxuOLi1dr2mYOaP3W6B9S2zxzMNI4q5R1QBdmJqBcwheLFyqMNQtTf3Y49R7V154HFf9975Hjts1BVZ367s3nPH23JTJo9MV/rcwp0KyxQ66zM/LikB51zH+j61T2SflHS9s7/P9d1/I/N7AOSzlN70cDfOucWzOwJM7tc7anTt0j6cFHjbqLeqZGN2/fm9saaJEgJbvPmzx/W4yfmJUlnrlyhu/cdWwzSAvOnnG6653Ct3lzz7G/UO43ai0Lx4uXVBqH77y5sevxT9z+yeNk61x9WmfntPa+zc/OLv6vzOQW6FTn1uVHSL0jaZGYHOv/9tNoB2mvM7O8lvabzbznnDku6U9I3Jf25pLc754J3yrdJ+pikb0n6Bw3xQoI85PnGmqY9wNPzpxZ/np2b14muf3frfrOtgzxX3oVlJwJ1mxKrqyKmIuOe18Dc/IJu/vzh2pUCVNkipN95ZYslNEGRqz7/RuH1ZZL0ryKu815J7w05Pi3ppfmNbrjlmQFKmn1I8kGVVdWFzHmuvIsKlk3SfVObBhkmUsi7QD/pl6DHT8wvZp3rkhGqshFrkvNKTSfqjp0JhlCeb6xJg5Q0b5bnrGqV0tU9T3l9sLNNTDNFPa/91GGVb5J6vKK+PCU5r/ztoO4I1GouSzYp795LSYKUpB9UrRHTlpedmzj4qrqQOW9xCy82bt9b+8LzYRX2vCblc0ao9/3ntmsulaTSvjz1O6/UdKIJCNRqbJBsUp5TO0mCxagA5OrLxpetfEsTfDWthUXRq3RRrH49BXuf1+7X/lPPnAytz6w6IxT1mKLef85cuaK0L0+955VVn2giArUa8yGblDRYTJPF25piN4UmThUWuUoXxen3t9Dvy1HYit+qM0Jxjynq/Scqu1XUlycfGv4CRSJQqzEfsklpgsWkb6iDdnVvjZieeuak1k7tbsS3ah+eZ19lXUhSxAKUQb84+bgdVNxjSvv6q/OXJ6BKBGo15kM2qYggIs1ih94Pt7FVLT359OkppCZME/rwPPso69R/UQtQ8vhb8C07FPeYol6X56xq6en5U15lBrOqekU5IJWwhRSKk2f/rqyK6KGUto/V5IZx3Te1SQ9t36JVZ6xc1kS37r2UfHieq9Bve7GsW3cVteVXlf3EihL3mKJel+95/SW13hIrwNZY8AUZtRrzYaqkqB5KWTMLTZwmrLL9QbcyswtJsl5Zn+uiXiNV9hMrStxj6vf+070rQ9mv1Tz4UAMMSARqtRcW0JT5gepDsNitqdOE/bYjKnp6t4z7DF63UW1cej8ksz7XRb1GfPtbyEOSYKyKaeYyNPFLH+rJnGvm3uUTExNuenq66mGULmrlWL+ph7rWYvSOu7eVhRTdBqQOjy/Mxu17QwON8bHRwnYvKPo+++1xGjBJD23fEnmdpK/1LNdLo65/T3mr4rWalzqPHfVkZvuccxO9x8moNUyWdH0dvvWGffBJyxtr3rVvZllQ5mMfskE+yKv4pl/0fSbdYqw765U1g1V05qsOf09lqXNWqolT2agnArWGyfLGWGYtRpYAJW1jzXuPHF/yjde3PmSDfpBXMb1b9H0m+eAO+5DMWsuY5XpJX7s+1jZVleGrcylCE6eyUU+s+myYLCvPyvrWm3UVVdQHX1gXd2n5uH37Vj/oqsMqVoEWfZ/9PrhHzFJNTfZbMZpWmteub6+3Klcv1n3FcveK8vumNhGkoRIEag2T5Y2xyLYC3R+YN9x5MFOAMmhjzarbJvQGDVHF8kkfZ9r2JXko+j7DXreB0daI3v+ml6cK0vIOTNIE12OrWqG3UVUWqah2JElU8VoFmoapz4bJkq4vqhajd4pvIWLhSr8AZdDGmlXWmoRNc5qksDOR5oO8isaoRd5n9+t2ZnZOI2ZacE7jGaabiph6TJol27V/Rk8+fXLZ5VojVlkWqeoMn29NfIG6IVBroLRvjEX16cpSIB4mKtB6z+svWTbusHFWWWsSdg6ctCxYq9N0UFHy+kAvIjBJWmu1Y8/RZQ2XJemsM1bSsgZAJgRqkFRMn66sBeJhY5P6N9bsdxtVfFBGnQOn9jQQRcr5KyIwSZqVjXq+fxBRT1mGsjPKtCYB8kWghmXymjqK+sAcMdMp51K9ifsyfZL2QyjqHNCLqThFBCZJs7JRz7dTe/VxFUFLmRllWpMA+aPhLZZZO7U7tIaqu9loEmU0Fi1TlsfTtHNQF2VkdZL09uvV9OeeJrFAdjS8RWJ5TR01rQ9Rlkxj085BXRSdgY3KHN161XrdetX6yK2w8uqnllcgmndAW/XCBaCJCNSwTJ5TR75MWeYh64dQk84B2uKC9qDfVlRmetCgJa/pxSKmKVm4AOSPPmpYht5H4aruxwZ/JAnai3q95NUXrYj+anVvcAv4iIxaw+Q1lRGXBRrWVV3s/YdAksxRUa+XvKYXi5imZKofyB+BmmcGCYLKWHE1zKu6qv4QGtYA2UdJgrCiXi95TS8WNU3JVD+QL1Z9emTQFYJlrLhiVVc1+r02eoO4Ky5erXuPHE8cIBAEplfVOctrJTErkgG/sOqzBgbtX1bGiqsy7oOgYbl+9US9Wc5P3f/I4uX6ZT2HOUs6iKoyR3ll6qrOEANIhkDNI4MGQWWsuCr6PoY9aIgKUuNeG0m26ooL+IvYGxPFyitIZJoS8B+rPj0y6CqxMlZcFX0fRaxEq4sgSJ2ZnZPT6SB11/6Z2NdG0kA+7RcBel/V2679M9q4fa/WTu3Wxu17tWv/TNVDApABgZpHBg2CymirUfR9DHPQEBekxr02kgbyab8I0HakvuKCfgD1wtSnR/KoGSljKqPI+xjmhplxQWq/10bctkVSfMBP25HmiQr6b7jzoLbuPDBwPRp1pEB5CNQ8M+w1I1dcvFp33P/Iko7ugwYNdflQyRqkhgVxaVZ9UlSena+vrbDXkSQtdFb5D1L7Oex1pEDZaM8Bb4S1CzBJ115+oW6ZXJ/bbfragiBurNLyrJmvj2NY+Pra2rV/Rlt3HgjdvqpXlrY6tOgBihHVnoMaNXgjbLrGSbr3yPFcb9PXxQlx9X91ehxZ1a343dfnZMeeo4mCNClb7ecw15ECVWDqE94o4gOgbh8qUVPfdXscadVxOs3X5yTN/Wep/RzmOlKgCmTU4I0iVh82ZUVjUx5HFF+zU3F8fU6i7t96/p219jNsBbIknXj2pPdZ0KLVLSuMeiBQgzeK6NFWRm+5MuT1OHz9IEmanfJp/L6+tqLGde3lF+bSVieYoh8bbS05/viJ+aFuAUJLFBSFqU94o4jVh01Z0ZjH4/B5ejHJdFra8Re9ItPX11YZ4wrqJmfn5pcc77ejha+rZPPADh8oCqs+gSHh82q9JCso04zf1xWZVSgqOFo7tTt00YJJemj7ltBxNPk5SXs+gF5syg5UqIxMQr/78LX4XUqWBUoz/iZlNwZ57RSZRU27qKBJz0kYFlmgKARqQMHKmHIMu49tnz2om+45rB/Mzeu8sVGNrWrp8RPzy67rywdJv2bPaT4IswalvkzNBeOYmZ2TSYuZmrSvnSKDo7Q7Wvj8RSEP7PCBorCYAChYGSsaw+5jfsFpdm5+sbD5yadPqjWydO1fnT5I0hTvZ1mRWWQxeJpFEN3jkLRsOi3Na6fI4Ciu71/Y4/V1lWxeythrGcOJjBpQkO6sSJg8MwlJbmv+lNPYaEtnnbmy8oxRFmmK5LNkN4rKPqXNqIaNo1fS107R03FhWdCox3v1ZeO6a9/MksfWGjE99cxJrZ3aXbvXY5hh3wIQxSBQAwoQVjjdK89MQtQHcq8fzM3rwHtem9v9FiFu+jHpB2GWlY9FZZ/SBoBJ7m+FWaLgZtvmddr2mYOaP3U6L9daYYVmUaMe771HjuvWq9YvPidjq1p68umTiytHfVqFDPiEQA0oQL+sSN5TjmEZpDC+TzNlqeeLCuzSZjeKyj6lDQCTBN2pNlfv7XTb+++Mos573OPtfk42bt+7rGaySYsLgLxQowYUIC4rUkTtSm99zDmrWmqtqF89Wtp6vjzryopqYJu2NitsHMEzOWLLo6y487Njz1HNLyytcptfcLr584f7jDpe3HlP+nibvrgAyAuBGgbiU6d4n0R9WAU9v4rIGExuGNd9U5v00PYt2v/u12rHG19eu8LmtB/eeS7UKKoYPG0AGDaO2665VA9v36JTEX0v0563x0/MD/S3Gnfekz7epi8uAPLC1Ccy87nTfdV8WKpfx8LmtNOPeWdlgnMWTOtt3XlgMfjIei6z1MtFPXdpzs+u/TNaYbY4TdprkCnGftObwe3HPV4f/kaAOiBQQ2a+NLD0pfdVN1+3F/JR9/M31pmy7S5+j/vwLqKurIgvIHkFzUmDm+AxRAVp0mBTjP3Oe5LHW/bfiI/vE0ASsYGamf2upH90zn205/hWSf/EOfcbRQ4OfvOhxsTnrF4dM1pl633+Hj8xr9aIaWy0tdiot9+qxryzMr58AQmTNLhJ0uJjkGA26rxfcfFqbdy+d+DMYV7yahwMVKlfRu1nJL005PjvSfq6JAK1IebDlik+f6iWrY4Zg6hGvWeduTJRG5EisjJl9L0bRJLgJslYn3rmpHbtn8l0rsLO+xUXr17SJy1sd4wyX5O9XwKiGgf7/jcC9AvUnHPuVMjBU2Yhy48wVHyoMfEhq+cDnzOLcfJ4/vLMyuzaP7Mk89KtTkXuSVp8zM7ND/Qa6T3vG7fvjdwdQ2q/JrfuPKDpb39ft0yuT31/aeXZOBioUr9VnyfM7KLeg51jvMKHnA9bprByrK2MbaqKEPf8lb2ieNf+Gd1w58HQIM2kWhW5x7X46JbnayRJ0OMk3XH/I6WsDk8ynmF7n0A99cuovVvSF83sFkn7OscmJN0o6foCx4WaqLoOy4esng/qmlmMq3UqMkPYO00cTNtFFd+7nO43b3HNfqWlU5NFT+km3R3DabAVp3mNZxjfJ1BPsRk159wXJU1KukLSJzr/XSHpaufcFwoeG9CXD1k9H9Q1sxj1/N175HhhGcKwZq133P9I7DTZuIfnsV+z3+6+evdNbYp8DHm9RsKyeFHK+AIRl1Uc1vcJ1FPf9hzOuW9I+sUSxoIhlEcBfNVZPR/UObMY9vxt3Xkg9LJ5fMCHTRNHN7Hw9zymXUhT9GukN4s3tqq1bIuoQBlfIIpYaFLHBTuov37tOT6vmPcw59yVuY8IQ6OuBfA+alrftiJXFKcJ9kbMvM28pJ3uLuM10ht0/9auQ7rj/keWfIjkHfjGBU95LzTh/QpV6JdRe18po8BQorVGvpqUWSwy+xMVBPau9hxtjXgbpEnZgtmyXyO3TK7XxIteUFhwWGbwxPsVqhIbqDnn/ir42cxWd44dL3pQGA51LYBH8YrM/kQFgVdfNq57jxyvTUbyiotXF56tykORwWGZwRPvV6hK3xo1M3uPpP+g9hfOFWZ2UtKHnXO/XfTg0GxRGYGxVa0KRgPfFPUBnzYI9LEuadf+Gd21b2ZJkGaSrr7M/6xqnuezzODJhwbfGE79atS2SvoXkl7hnHuoc+yfSvqImW11zt1WwhjRUNs2r9O2zx7U/MLSMsgnn87eMT0NHz+AUY6kQaCvdUlRCyLuPVLshMegfzN5n8+o4Mmp3YA3z7/pOi/YSYL3Q3/1a3j7FklvDoI0SXLO/aOkn+/8DshscsO4zjpj+XeF+VOu8Eat/VobYDBlN6stiq+NhKuYhsvjbybqfF6/80Cm10lcS5C8/6ab3AqI90O/9QvUWs657/Ue7NSpxc5PmdkfmNl3zewbXcdebmZfNbNDZvZ5M3te53jLzP6oc/xBM7ux6zqXdY5/y8w+xNZVzfKDufDl+0XXffj6AdwETXrT97UuqYq+eXn8zcSdtySvk94vAJIWg6cwef9N9/ama0KQJvF+6Lt+gdqzGX8ntZvjvq7n2MckTTnn1kv6U0nbOsffKOnMzvHLJP2Kma3p/O4jkq6TdFHnv97b9F5TsgtFqKpRq68fwHmr4rWX9k3f578PXxsJh2WSip6Gy+Nvpt956/c6CfsCIEn3TW0K3SIr7fiG1bC8H9ZVv0Dt5Wb2w5D/npAUu6uuc+4rkr7fc3idpK90fv6ypKuDi0s6y8xWShpVOwj8oZmdK+l5zrmvOuecpE+qvVNCbTQpu1CEKj5wJH8/gPNU1WsvzZu+738fVb0++8l7Gi5JsJzH30yS3QuiXj/9vgAMw990UYo6dz5/CauTfltIjTjnnhfy33Odc1mW5n1DUtAk942SLuj8/FlJT0l6TNIjkt7nnPu+pHFJx7quf6xzrDZ8SCn7/MdSVd1Hvw9gn89ZUnm89rKchzRv+j78fcTxuS4pr2m4pMFyHkFr9/mMEvX66fcFwNegug6KOHe+fwmrk77tOXL2S5I+ZGbvlnSPTk+fvlLSgqTzJJ0j6a/N7L9JodnsyJ0SzOw6tadJdeGFF+Y47OyqTin7umqtWxWNWuNaNNThnCUR9RqbmZ3T2qndidpSZDkPaVbHVf33kUSTGgl3C1b5ha2anJtf0E33HF7293HrVetz2/Kt9/UlxQcH/dpjNG13jjIVce5oEJyfUgM159wRSa+VJDN7saQtnV/9nKQ/d87NS/qumd0naULSX0s6v+smzpf0aMzt3y7pdkmamJiI276vNFX33uGPJVrUB3BTzlnUa0/SshqfPM9Dmjf9qv8+hlVYkNRrdm5es53FPsFr5dar1uu+qU25jCFtcJDkC0BTg2ope/uMpNfL+9zV4UtYXZQaqJnZjzjnvmtmKyT9lqSPdn71iKRNZvYpSaskXS7pg865x8zsCTO7XNIDarcE+XCZYx5U1b13+GNJrynnLOy11ysu8BrkPCR906/672NYhQXh/RTxZSVNcDDMGbOs2e0qZwf4EpafwgI1M/u0pFdLeqGZHZP0Hklnm9nbOxe5W9Ifdn7+L52fv6H2dOcfOue+3vnd29ReQToq6Yud/2qj6jcX/ljSa8o5633tRaWYowKvfuchjwaZVf99NFnc85P1S0fVX1aanDGLkzW7XeXsAF/C8lNYoOace3PEr34v5LJPqr24IOx2piW9NMehla7KNxf+WNKLO2d1697d/drbuH1vqgC033nI65v6sH74Fqnf8xM3LT4+NqoTz57U4yeW9zis25eVpsia3a5ydoAvYfkpezEBStbEP5aig6Wocyap1osM0gbtca+djdv3NqKOr6n6ZVKiXgvBita0hf4oVtYsf9WzA3wJyweB2hBo0h9LWTUXYees7sFJlqA96rXTlDq+pur3/PR7LTTxC16dZZ0ZYUalGQjUUCtV1lw0ITjJK2iv+ps64iV5fvq9Fpr0Ba/usgbOBNzNQKCGSmSdvqwyWHr+aGuxXUG3YQxOhuGbet3qEbsNw/MzbLIGzgTc9UegNmR8+PAZZPqyqkzOrv0zeurZk8uOt1bYUH74Nf2behOaHj+ntWJx/GOjLd105SW1GTuA0wjUhogvHz6DTF9WlSnYseeo5heWN7g4+zkrh/bDz7dv6nl+CUn7GvXhC1D3WHr/Rp45eaqSsTSdT887motAbYj40nF/0EaqUvmZnKixzYa0MED58v4SkmVj+aq/AAV8+Tvv1sSAxrfnHc1FoDZEfCmGH3T6sopMTh2L55v44Ril3+buac9Dmufbt8DIl7/zQFMDGt+edzTXiqoHgPJEBRVlBxvbNq/TaGtkybGqC5137Z/Rxu17tXZqtzZu36td+2eW/N7HMccJPhxnOjsSBB+OvY+rKeI2oM9yHtI8374FRlF/z2OrWrGv8aL0C6LryrfnHc1FoDZEfAk2JjeM69ar1mt8bFSmdif0oNFmFcKCmq07D+i3dh3ydsz9NPXDMUpUcDJiluk8pHm+ffkCFAj7O2+NmJ58+mQlgXtTAxrfnnc0F1OfDZFkmsunlXo+FaKHBTVO0h33P6KJF71gSRPQqDH7Ns3Y1A/HKFGLTKI2Hm/yxvJhf+dPPXNyWWuZsqbp6lg2kIRvzzuai0CtREV9mKepAfEpQPJF1Ie2kxJ9kPlYg9PUD8coUV9Cduw5Wvh58OkLUPeYuu9/7dTu0MuVEbg3NaDx8XlHMxGolaTID3OKWgcTt0F1kg8yH89/Uz8c40R9CSnjPPj+BShp4F7El8kmBzS+P+9oBgK1khT5YT5s01x527Z5nbbuPKDlXdKSZV58PP9N/nBMg/PQliRwL/LLJAENkB2BWkmK/DAftmmuvE1uGNf0t7+vO+5/ZEmwljTz4uv5L+LDMS7j4ludXoAgIVnAevPnD3uXGQZAoFaaIj/MfZ/m8vUDvNstk+s18aIXZBqn7+c/L3EZF0ne1elhqX6LYR6PaN5ch8x8Hd5jgKwI1EpS5Ie5z9M7Phba9+p9k7/tmktTjc3n85+nfi0/yMbUV1y7kqozw/3U4T0GGASBWkmK/jD3dXrHx0L7bnm9yft6/vOUZfq+DtmYMvie8Yl7nnzPDPv+HgMMikCtRMPwYd7Lx0L7brzJJ9dv+t7HOj0flJnxyRoQRj23Y6Mt7/8OfH+PAQbFzgQolO/du3mTTy5uZwtfdr3wUVm7RAyybVjU83fTlZfkOsYi+P4eAwyKQA2p9dsXs9sVF69OdbxsvMknF7etUt222CrToF8Gkv69DRIQ1vn540sCmo6pT6SSdhrn3iPHQ28n6njZhmXFZl7ipu+HcWo/iUFWfKf5exs0IKzr8zcsi3kwvAjUkErami7fpxZ5k6+3QYv0yyjyH+TLwE33JO9t5ms/vzLUNcgEkiBQQyppA686fHjwJl9Pgxbpl1Xkn/XLwK79M8s2Ug+E/b2RHQaaiUANqaQNvPjwQFEGXbFb5orfLF8G0vY2IzsMNBOBGlJJG3jx4YGiDDqt7vu0fJbeZmSHgeYhUEMqWQKv3g+PYBUbgRsGMei0uu/T8lHjO2eV/73NBuF7c2CgbARqSG2Qb+1s94K8DDqt7vu0fNT43vN6/3ubZcX7A7AcfdRQqrKaf6L5Bu395XvvMN/HVwTeH4DlyKhBUnnTDb7XBaFeBq3J8r2my/fx5W0Y3h+Y2kVaZNQw0NYzabETAIAoTX9/KPO9Fs1BoDZkwrajKXO6ge1eAERp+vsDU7vIgqnPIRJVqNv7xhEoYrqBdh0AojT9/WEYpnaRPwK1IRL1bW7ETAvOLbt8UdMNw1Z30w81K8BpTX5/8L0lDPxEoDZEor61LTin0daIt20Kmox2BEBbvy8sPn2hyToW31vCwE/UqA2RqG9twbL/YWoD4AtqVoD+RfY+FeEPMpZhbLmCwZFRGyJx3+aKnG7w6Zuwb6hZAfrvu1rmvqz9DDqWJk/tohgEakOkikJdpvbiRdWsrDDTrv0znCM0TtgXt6gvJjOzc9q1f8arLzQ+jQXF8iXJQKA2ZMr+NufTN2EfhWU5pXbdIAEtmibqi9vzR1uanZsPvU7c74suwg/7oGZBwHDwKclAjRoKxbfPeEHNyojZst9Rq4amifriZqZl/dO6fz+/cCr0d1dcvDr3MQaiatGuuHh1o3u9oc2n+mECNRSq6Z3G8zC5YVynQtqjSNUEtGFNkYE8RL2eZ0/M69ar1kde76lnw3s93nvkeC7jChP1QX3vkeMsCBgCPiUZmPpEoZq2HL2omgVfplN8SvejeeJe58GigbDfR0n6oZnl7zbug5oFAc3ny3uyREYNMfLIrDRpOfqu/TPa9pmDS6ZCtn3mYC4ZJ1+2zvEp3e8bMo2D6/c6j/r92Ggr9PaSfGhmbafBbMBw8+U9WSKjhgh5Zlaa8u3zpnsOa/7U0inK+VNON91zeODH58vWOT6l+31CpjEf/V7nUb+XlDkzn3VBU9NmA5COL+/JEoEaIjR9tWaWqZCoVWlRx9PyIaD1Kd2fp+D5npmdW9wybTzFG2/T/x7K1O91Hvf7LB+aWb98+PRBjWr48J4sEaghQtmZlTL71ZAdidbELELv8x3sa5vmeSfTWL2sH5qDfPnw5YMaw40aNYQqsz6j7O1hstZhnbMqvE4m6ngdJa0prFO9VtjzHUhaf0e9Un35VGsEZEGghlBlvrmVXcCeNTvyntdfotbI0n5nrRHTe15/SW5j88HkhnHdN7VJD23fovumNoUGab7su5hEv+c1SVaMD/v6atKCJgwnpj4Rqsz6jLKnlbJOhQxTzUrcVHTd6rWinu/u3/czTM992cooe2AKE3VGoIZIZb25lV3APkgd1jC84fer4atbvVbUNl1SuqzYMDz3ZaNeNF++7E2JfDH1OQR8rycqe1qJqZB4/aai61av1f18S1rcrovnvXr07ctP3UoSkBwZtYarwzfWKqaVyI5Ei8qMzczOaeP2vZqZnZNJ6u4o53u9Fs+3n+qWnfVZ3UoSkByBWsPV5Y+XD1J/RE1Fm7R43HX+7aRU/ciAbk3t21cFgt7mYuqz4fjjRVphU9G9GTTpdJAWtjIUzVNECQWrafNTt5IEJEeg1nD88SKtsBq+3iAtQMA/HIqqf4qqF5XkdV2tjwh6m4upz4ZrYqd5FK93KjqoTetFwD8ciiyh6H2t1aGu1ke0kGkuArWG448XeSDgH25lllDUpa42qTJbZlDr20wEakOAP14/1LnHEQF/uXx7rZRZ9N+kulqyg8gDgRpS8eUDZNBxlP04mvCGTcBfjrJfK0n+FsrMqDZpJWjTsoOoBosJkJgvDRUHHUcVj4PGnm2+N1/2QZmvlaR/C2U2ic6jKN6X11mTsoOoDhk1JObLt8NBx1HF4+AN289MkY+SvFbyemxp/hbKyqgOOs3uU/a6SdlBVKewQM3M/kDSz0j6rnPupZ1jL5f0UUlnS3pY0rXOuR92fvcySf+vpOdJOiXpFc65p83sMkmfkDQq6QuS3umci+oWgAL5EmwMOo4qHgdv2OUGyD59WPfqF2T1e63k+djidqGo0iBBoS9fKCUW4SAfRU59fkLS63qOfUzSlHNuvaQ/lbRNksxspaRPSXqrc+4SSa+WNN+5zkckXSfpos5/vbeJkvjSk23QcVTxOOhx5M/KwSolmWrs91rJ87FFveatM9Y68uULpcS+wshHYYGac+4rkr7fc3idpK90fv6ypKs7P79W0tedcwc71/1fzrkFMztX0vOcc1/tZNE+KWmyqDEjni/BxqDjqOJxDMsbdlxtUJkBsk8f1t2SBFn9Xit5PrZtm9fJQo67zlizqrJGzJcvlIHJDeO6b2qTHtq+hV08kEnZNWrfkHSlpM9JeqOkCzrHXyzJmdkeSasl/Ylz7ncljUs61nX9Y51joczsOrWzb7rwwgtzH/yw86VFw6DjqOpxNH3VZL8pOVYOJg+y4l4reT62yQ3jun7ngURjSqrqaWemG9E0ZQdqvyTpQ2b2bkn3SHq2axz/QtIrJJ2Q9Bdmtk/SD0NuI7I+zTl3u6TbJWliYoI6tgL4EmwMOg5fHkeT9KsNKjNA9vXDOk2QFVXLlvdjG885qK26RsyXL5RAXkoN1JxzR9Se5pSZvVjSls6vjkn6K+fc9zq/+4KkH1e7bu38rps4X9KjpQ0YQGJJskV1WTlYlKRBVpKsVF6PLe/Az4dpZ76IoUlKDdTM7Eecc981sxWSfkvtFaCStEfSr5vZKrWzbD8l6Tbn3GNm9oSZXS7pAUlvkfThMscMIBnfpht9/LBOGmQlyU7m9djyDvx8ex0AdVdke45Pq71684VmdkzSeySdbWZv71zkbkl/KEnOucfN7AOS/k7tqc0vOOd2dy73Np1uz/HFzn8APOPrdGM/ZfdbSxJklZ2VyjPwq+vrAPBVYYGac+7NEb/6vYjLf0rtqc7e49OSXprj0FCxujYiRTxfpxvjVF34HqXOWak6vg4An1lTe8dOTEy46enpqoeBHr0fjFL723YTW1XAfxu37w0NiMbHRnXf1KYKRtTG3wkwfMxsn3Nuovc4W0ihVFWvCAO6+VD4HsbHrBSZcKAaBGoola8fjBhOdZliPPHsSd10z2Ft3XmgkiCJfVqB6hS5hRSwjG9dwzHcfNlto1fvVlOPn5jX7Nx85LZTRStzS64k22z5psqdGIrU1MdVNwRqKJWvH4wYTr5u7RUWGHUre99S9mmNVsfAMommPq46YuoTpfKx9gbDLe9+a3lM2yUJgMosFyhzirhu5RFNrbtt6uOqIwI1lM7HRqRAHvKq5YoKjLqNrWplH2hK7NMarW6BZVJNfVx1xNQngFIMQ71LXtN2YSUCvZ58+mRp57DMKeK6lUc0te62qY+rjgjUABRuWOpdorINM7NzqYLT3sDIbPll5k+5Uuu2JjeM676pTXpo+xbdN7WpsKy4r3WDUeoWWCbV1MdVR0x9AijcsNS7xE1Zpp0G7S4RWDu1O/QyTZ2GqlN5RFPrbpv6uOqIQA1A4Yal3iWslqtb1uC0bnVbw6ZOgWUaTX1cdcPUJ4DCDUu9S/e0XZQswSnTUMDwIlADULhhCjSCWq6oYC1LcFq3ui0A+WHqE0DhhrHeJe+WFkxDAcOJQA1AKYYt0BjG4BRA/gjUAKAgwxSc5rEjA5uxA8sRqAEABpLHjgxpb4OgDsOCxQQAgIHksSNDmtsYlgbKgESgBgAYUB598tLcRlRQd8OdBxu9RRmGE1OfGDpMmQD5yqMhb5rbiArqFpyTlG3qFfAVGTUMFaZMgPzl0ScvzW0kCQDTTr0CviKjhqESNWVy8+cPk2UDMsqjFUma2+i3VVegaVuUYTgRqGGoRL1xP35iXo+fmJfEtAmQRR6tSJLeRm9Qt8JscdqzW9O2KMNwYuoTQyXpGzfTJoDfgq26Htq+Re9/08uHZosyDB8CNQyVsDqYKEybAPXAXqhoMqY+MVTC6mCeeuakZufml12WaROgPoZpFwgMFwI1DJ3eN/TejugS0yYAmon2RPVDoIahx+bZAIZBHlt9oXwEaoCYNgHQfHHbdPH+5y8CNQBAYZhq80ceW32hfARqAFChJgcyTLX5JY+tvlA+2nMAQEWavqVZ3FQbypfHVl8oH4EaAFSk6YEMU21+od9cPTH1CQAVaXogw1Sbf1g4VT9k1ACgIlEBS1MCGabagMERqAFARZoeyDDVBgyOqU8AqMgwNFtmqg0YDIEaAFQoSSDT5BYeAOIRqAGAx+hFBgw3AjXAU2RRILHtT1Px942kCNQAD5FFQaDpLTyGEX/fSINVn4CHmt4IFck1vYXHMOLvG2kQqAEeIouCQNNbeAwj/r6RBoEa4CGyKAjQi6x5+PtGGtSoAR7atnndkhoWiSzKMBumXmTDUGTP3zfSIFADPDQMjVCBXsNSZM/fN9Iw51zVYyjExMSEm56ernoYAICENm7fG7qJ+/jYqO6b2lTBiIDymNk+59xE73EyagCAynRPdUalDaoqsh+GaVj4j0ANAFCJ3qnOKFUU2Q/LNCz8x6pPAEAlwvqJ9aqqyJ5eZ/AFGTUAQCXipjRNqnS6kV5n8AWBGgCgEueNjXq7eCBqbPQ6Q9mY+gQAVMLnXRd8HhuGCxk1AEAlfO4n5vPYMFzoowYAAFAx+qihcPQcAgAgXwRqyAU9hwAAyB+LCZALeg4BAJA/AjXkgp5DAADkj0ANuYjqLUTPIQAAsissUDOzPzCz75rZN7qOvdzMvmpmh8zs82b2vJ7rXGhmT5rZr3Udu6xz+W+Z2YfMzIoaM7Kj5xAAAPkrMqP2CUmv6zn2MUlTzrn1kv5U0rae398m6Ys9xz4i6TpJF3X+671NeGByw7huvWq9xsdGZWp3Fr/1qvUsJAAAYACFrfp0zn3FzNb0HF4n6Sudn78saY+k/yhJZjYp6R8lPRVc2MzOlfQ859xXO//+pKRJLQ/m4IHJDeMEZgAA5KjsGrVvSLqy8/MbJV0gSWZ2lqTfkHRzz+XHJR3r+vexzjEAAIDGKztQ+yVJbzezfZKeK+nZzvGbJd3mnHuy5/Jh9WiRWymY2XVmNm1m08ePH89lwADgq137Z7Rx+16tndqtjdv3atf+maqHBCBnpTa8dc4dkfRaSTKzF0va0vnVqyS9wcx+V9KYpFNm9rSkuySd33UT50t6NOb2b5d0u9TeQirv8QOAL2gyDQyHUjNqZvYjnf+vkPRbkj4qSc65n3TOrXHOrZH0QUn/yTn3+865xyQ9YWaXd1Z7vkXS58ocMwD4iCbTwHAosj3HpyV9VdI6MztmZr8s6c1m9t8lHVE7M/aHCW7qbWqvFv2WpH8QCwkAgCbTwJAoctXnmyN+9Xt9rndTz7+nJb00p2EBQCOcNzaqmZCgrO5Npnftn9GOPUf16Oyczhsb1bbN65jKxVBjZwIAqKEmNpkO6u5mZufkdLrujkUSGGYEagBQQ01sMk3dHbBcqas+AQD5aVqTaerugOXIqAEAvBBVX1f3ujtgEARqAAAvNLHuDhgUU58AAC8E07is+gROI1ADAHijaXV3wKCY+gQAAPAUgRoAAICnCNQAAAA8RaAGAADgKQI1AAAATxGoAQAAeIpADQAAwFMEagAAAJ4iUAMAAPAUgRoAAICnCNQAAAA8Zc65qsdQCDM7LunbVY+jZC+U9L2qBzFEON/l45yXi/NdPs55uXw63y9yzq3uPdjYQG0Ymdm0c26i6nEMC853+Tjn5eJ8l49zXq46nG+mPgEAADxFoAYAAOApArVmub3qAQwZznf5OOfl4nyXj3NeLu/PNzVqAAAAniKjBgAA4CkCtRoyswvM7F4ze9DMDpvZOzvHf8fMvm5mB8zsS2Z2XtVjbYqoc971+18zM2dmL6xqjE0S8xq/ycxmOq/xA2b201WPtSniXuNm9h/M7Gjn+O9WOc6miHmN7+x6fT9sZgcqHmpjxJzzS83s/s45nzazV1Y91m5MfdaQmZ0r6Vzn3NfM7LmS9kmalHTMOffDzmV+VdJLnHNvrW6kzRF1zp1z3zSzCyR9TNLFki5zzvnSk6e2Yl7jb5L0pHPufVWOr4lizvmPSnqXpC3OuWfM7Eecc9+tcKiNEPee0nWZ90v6gXPut6saZ5PEvMY/KOk259wXO1/+ft059+rKBtqDjFoNOecec859rfPzE5IelDQeBGkdZ0kiCs9J1Dnv/Po2Sb8uzndu+pxvFCDmnL9N0nbn3DOd3xGk5aDfa9zMTO0vJp+uZoTNE3POnaTndS72fEmPVjPCcARqNWdmayRtkPRA59/vNbPvSLpW0rsrHFpjdZ9zM7tS0oxz7mC1o2qu3te4pHd0pvj/wMzOqW5kzdVzzl8s6SfN7AEz+ysze0Wlg2ugkNe4JP2kpP/pnPv7SgbVcD3n/HpJOzqfne+TdGN1I1uOQK3GzOxsSXdJuj7Ipjnn3uWcu0DSHZLeUeX4mqj7nEs6qfaUEAFxQUJe4x+R9M8kXSrpMUnvr250zRRyzldKOkfS5ZK2Sbqzk+1BDsLexzveLLJphQg552+TtLXz2blV0serHF8vatRqysxakv5M0h7n3AdCfv8iSbudcy8tfXAN1XvOzWy9pL+QdKJzkfPVTpm/0jn3PyoaZmMkeI2vkfRnvMbzE3bOzezP1Z76/MvOv/9B0uXOueOVDbQhol7jZrZS0ozaNa/HqhpfE0W8xn8gacw55zpfQn7gnHte3O2UiYxaDXVeSB+X9GDPH/dFXRe7UtKRssfWVGHn3Dl3yDn3I865Nc65NZKOSfpxgrTBxbzGz+262L+R9I2yx9ZUUedc0i5JmzqXebGkM+TPJta1FXO+Jen/kHSEIC1fMef8UUk/1fl5kySvppvJqNWQmf0LSX8t6ZCkU53DvynplyWt6xz7tqS3OudmKhlkw0Sdc+fcF7ou87CkCVZ9Di7mNf5mtac9naSHJf2Kc+6xCobYODHn/L9J+gO1z/uzkn7NObe3ijE2Sdx7ipl9QtL9zrmPVjW+Jop5jf9Q0u+pPc3/tKT/yzm3r5JBhiBQAwAA8BRTnwAAAJ4iUAMAAPAUgRoAAICnCNQAAAA8RaAGAADgqZVVDwAA0jCz/03tRsOS9E8kLUgKmq++0jn3bCUDC2Fmr5b0rHPu/1fxUADUFIEagFpxzv0vtXt6ycxukvSkc+59VY3HzFY6505G/PrVkp6UlDhQM7MR59xCHmMDUH9MfQKoPTO7rLNh+D4z2xPsYGBmf2lmt5nZV8zsQTN7hZndbWZ/b2a3dC6zxsyOmNkfdTZ7/6yZrUpwu//JzP5K0jvN7PWdTcv3m9l/M7Mf7Wxx9VZJW83sgJn9pJl9wsze0DXuJzv/f7WZ3WtmfyzpkJmNmNkOM/u7zph+pdQTCsAbBGoA6s4kfVjSG5xzl6ndRf+9Xb9/1jn3LyV9VNLnJL1d0ksl/dvONKrU3tHjdufcy9TuUv5/dfYEjLvdMefcTznn3i/pb9Te/3KDpD+R9OvOuYc793mbc+5S59xf93kcr5T0LufcS9TeZeQHzrlXSHqFpH9vZmvTnxoAdcfUJ4C6O1PtwOvL7a38NCKpe1upezr/PyTpcLDllJn9o6QLJM1K+o5z7r7O5T4l6Vcl/Xmf293Z9fP5knZ2Mm5nSHoow+P4W+dccL3XSnpZV/bt+ZIuyni7AGqMQA1A3ZnaAdhPRPz+mc7/T3X9HPw7eA/s3UvPJbjdp7p+/rCkDzjn7uksILgp4jon1ZnJ6GwQfUbE7Zmk/+Cc2xNxOwCGBFOfAOruGUmrzewnJMnMWmZ2ScrbuDC4vtobv/+NpKMpbvf5kmY6P/9i1/EnJD23698PS7qs8/O/ltSKuL09kt7WmX6Vmb3YzM5K/nAANAWBGoC6OyXpDZL+s5kdlHRA0j9PeRsPSvpFM/u6pBdI+kinzUfS271J0mfM7K8lfa/r+Ocl/ZtgMYGk/0/ST5nZ30p6lZZm0bp9TNI3JX3NzL4h6f8VMyDAUDLnejP+ADA8Oqsz/8w599KqxwIAvcioAQAAeIqMGgAAgKfIqAEAAHiKQA0AAMBTBGoAAACeIlADAADwFIEaAACApwjUAAAAPPX/B4T79btcoWalAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Now we try repeat L et al 2001\n", "fig, ax = plt.subplots( figsize = (10,14), nrows = 2 )\n", "ax[0].scatter(HOT_surface['sal'],HOT_surface['TA'])\n", "ax[0].set_xlabel('Salinity')\n", "ax[0].set_ylabel('TALK')\n", "ax[1].scatter(HOT_surface['temp'],HOT_surface['DIC'])\n", "ax[1].set_xlabel('Temperature')\n", "ax[1].set_ylabel('DIC');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### reproduce the HOT figure:\n", "\n", "" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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site_codeyearmonthdayhourminutesecondtime_decimalvaluevalue_std_devnvaluelatitudelongitudealtitudeelevationintake_heightqcflag
0MLO1973110001973.000000-999.99-99.99019.536-155.5763437.03397.040.0*..
1MLO1973210001973.084932-999.99-99.99019.536-155.5763437.03397.040.0*..
2MLO1973310001973.161644-999.99-99.99019.536-155.5763437.03397.040.0*..
3MLO1973410001973.246575-999.99-99.99019.536-155.5763437.03397.040.0*..
4MLO1973510001973.328767-999.99-99.99019.536-155.5763437.03397.040.0*..
\n", "
" ], "text/plain": [ " site_code year month day hour minute second time_decimal value \\\n", "0 MLO 1973 1 1 0 0 0 1973.000000 -999.99 \n", "1 MLO 1973 2 1 0 0 0 1973.084932 -999.99 \n", "2 MLO 1973 3 1 0 0 0 1973.161644 -999.99 \n", "3 MLO 1973 4 1 0 0 0 1973.246575 -999.99 \n", "4 MLO 1973 5 1 0 0 0 1973.328767 -999.99 \n", "\n", " value_std_dev nvalue latitude longitude altitude elevation \\\n", "0 -99.99 0 19.536 -155.576 3437.0 3397.0 \n", "1 -99.99 0 19.536 -155.576 3437.0 3397.0 \n", "2 -99.99 0 19.536 -155.576 3437.0 3397.0 \n", "3 -99.99 0 19.536 -155.576 3437.0 3397.0 \n", "4 -99.99 0 19.536 -155.576 3437.0 3397.0 \n", "\n", " intake_height qcflag \n", "0 40.0 *.. \n", "1 40.0 *.. \n", "2 40.0 *.. \n", "3 40.0 *.. \n", "4 40.0 *.. " ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "URL = 'https://www.esrl.noaa.gov/gmd/aftp/data/trace_gases/co2/in-situ/surface/mlo/co2_mlo_surface-insitu_1_ccgg_MonthlyData.txt'\n", "CO2_data = pd.read_csv(URL,delim_whitespace=True,header=150)\n", "CO2_data.head()" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Get the CO2 data from NOAA\n", "URL = 'https://www.esrl.noaa.gov/gmd/aftp/data/trace_gases/co2/in-situ/surface/mlo/co2_mlo_surface-insitu_1_ccgg_MonthlyData.txt'\n", "CO2_data = pd.read_csv(URL,delim_whitespace=True,header=150)\n", "CO2_data.head()\n", "\n", "# make datetime; note a little more tricky this time\n", "year = (CO2_data['time_decimal'].astype(int))\n", "doy = ( CO2_data['time_decimal'] - CO2_data['time_decimal'].astype(int) ) * 365.25\n", "CO2_date = pd.to_datetime(year*1000+doy+1, format = '%Y%j')\n", "CO2_data = CO2_data.replace(-999.99, np.nan)\n", "plt.plot(CO2_date,CO2_data['value'])\n", "plt.plot(HOT_surface['date'],HOT_surface['pHmeas_insitu']);" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "months 1, 2, 3, ...12 %m 01, 02, 03, ...12 %M\n", "day of year 1, 2, 3, ...365 %j 001, 002, ... 365 %J" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# We have a figure, but we have quite a few parameters to change:\n", "# 1. add titles and labels\n", "# 2. use same x-axis but different y-axis so we can see the variability\n", "# - we will define two axis objects, ax1 and ax2 and reference these\n", "# 3. add legend\n", "# - use plot object to get this\n", "\n", "fig, ax1 = plt.subplots( figsize = (12,12) )\n", "plt.title('CO2 Time Series in the North Pacific Ocean')\n", "\n", "# 1. make first plot, CO2 (atm and ocean) as ax1\n", "ax1.set_xlabel('Year')\n", "ax1.set_ylabel('CO2 (ppm)')\n", "ax1.plot(CO2_date, CO2_data['value'], marker = 'd', color='red',label='Mauna Loa CO2 (ppmv)')\n", "#ax1.tick_params(axis='y', labelcolor='red')\n", "ax1.plot(HOT_surface['date'], HOT_surface['pCO2calc_insitu'], marker = 'd', color='blue',label='ALOHA Seawater pCO2')\n", "ax1.set_ylim(275,400)\n", "ax1.legend()\n", "\n", "# 2. instantiate a second axes that shares the same x-axis\n", "ax2 = ax1.twinx()\n", "ax2.set_ylabel('pH')\n", "ax2.plot(HOT_surface['date'], HOT_surface['pHmeas_insitu'], marker = 'd', color='cyan',label='ALOHA Seawater pH')\n", "#ax2.tick_params(axis='y', labelcolor='cyan')\n", "ax2.set_ylim(8.03, 8.38)\n", "ax2.legend();" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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s9SO8ymG8zCQmMccsLyiAjRv9lXQnxz0pUlRkxlNbo/zsKpH/rSdVPCLLly+nR48eDB48GKX8cogFIX+01qxbt47ly5czZMiQjj4dQRAEoa2IxzOFP5gqQJWVmeL/lVfM44UXOhH6RILEEz2Z1TiZGkx5mxq68QzHk+Bs4jxgBhPuMHhVFeq7BdAE2l0LpbDQzDpsZcm+YCZFnnwS6uvN2GXDBjPhUbDV183ZOulyt72mpobtt99ehL/QJiil2H777WVmSRAEoStjs1T98Ip1gPnzjS0H4I47nFI2sRiVhb8gSfe01auJUcmNJjfg+OPTk4jjcVTf7QCP+K+vNwnDW2GmbCwGO+0EPXvCt79tljWKsbvD6HLiHxDhL7Qp8v0SBEHo4lRWBtei9Ir1ZBIOO8xRs+vXp+UFVB3xIjE2p+2inCQ3ckVg9R61116AR/yDM+uwFVJfD6eeapxUIOK/I+mS4l8QBEEQBCFvqqqMf99LcXGmWJ80Kb0hWG1tWoQ+Pnk1k5lFUap8Z2lRI8fzDOfsNNvMLvh4+FVRIQBNXpnmN+uwlbBpE/ToYdxLkJ5HLbQvIv4BFi6EkSPNYyuglOLbdl4LaGhoYIcdduC4445rlf3nypw5c9rk2Lfccgt77rknI0eOZJ999uHBBx8EoK6ujunTpzN06FCGDRvGCSecwPLlywFYtmwZkyZNYq+99qKiooJf/epXgfu//fbbm/fZ3lx66aW8/PLLHXJsQRAEoYOZNi39te2ou8MOsP/+jl5IJIzlx4s7Qr/LLiSIU15qQt3bN67mPr5jKgMNHux7eOuFr6c4faF31mEroanJTJB07+40JpbIf8ch4j+ZhGOPNXV7J09ulZZzsViMBQsWsCXVve+FF15gFzvP1UW4++67eeGFF5g3bx4LFixg7ty52MpRV155JZs2beKjjz5i8eLFnHjiiZx88slorSkqKuLWW2/l/fff51//+he/+c1vWLRoUcb+GxoaSCQSfPOb32zvSwPg/PPP58atNLoiCIIgtJB4PD00XVQEP/whrFyZrhfCLDj2N2TAAGJUc5L+CwC/VucToxq+/DKwbKhaaQJmDe66LFrDoYe26LJak1ziplu2mNPv3l0i/50BEf/xuKnbq7UpsxVUvzdHjjnmGGalkoVmzpzJ6ac7Jb3mzZvHgQceyJgxYzjwwAP58MMPAXjggQc477zzmtc77rjjmDNnDgDdu3fnqquuYp999mHChAmsSpUEe+aZZ9h///0ZM2YMRxxxRPPyKMycOZNRo0YxcuRIrrjiiublP/jBD9hvv/2oqKjg2muv9d325z//OXfddRc9e/YEoFevXpx11llUV1dz//33c9ttt1GY+gs/55xzKC0t5eWXX2annXZi7NixAPTo0YO99tqLFStWZOz/5ZdfZuzYsRSlQgSHHXYY06dP58ADD2TkyJHMmzcPgOuuu45vf/vbfO1rX2PYsGHcc889gJntOPTQQzn11FPZY489mDFjBg899BDjx49n1KhRfPzxx2zYsIHBgwfT1NQEQHV1Nbvuuiv19fUMGjSIdevW8cUXX0S+n4IgCEIXIJEwtp36emdZUxP89a/muVsvBNmDxo93IvR9+gAQq14DwKCmT8xy2/HXJ4FXLf4I8BH/113XoktrLXKNm25OpTxI5L9z0LXF//TpJgkn6N/w4fD44+YPEMzjY4+Z5UHbTJ8e6dCnnXYaDz/8MDU1Nbz33nvsv//+ze/tueeezJ07l7fffpsbbriBK6+8Muv+kskkEyZM4N133+WQQw5pFrkHH3ww//rXv3j77bc57bTTuPnmmyOd38qVK7niiit4+eWXeeedd5g/fz5PPfUUAD/72c948803ee+993j11Vd577330rbdtGkTmzZtYujQoRn7XbJkCQMHDmweFFj2228/FnrCA0uXLuXtt99OuzeWN954g3333TfjHvzjH//grrvuIu4qsfbee+8xa9Ys/vnPf3LDDTewcuVKAN59911+9atf8d///pc//vGPfPTRR8ybN4//+7//49e//jW9evVin3324dVXXwXMQOroo49urt8/duxY3njjjSi3UxAEQdgaiBKunjHDhKrd1NTA0qXpr595xvj7UwGkZsrLTZ1/9/6ALZhBQh2uBl8BCbxqjz0Aj/jvRH7/XOOmbvEvkf+Op2uL/2x88knmH21Tk1neQvbee2+WLl3KzJkzOfbYY9Pe27BhA6eccgojR47koosuyhDFfpSUlDT79vfdd1+Wpv4TWr58OUcffTSjRo3iF7/4RaR9AcyfP5/DDjuMHXbYgaKiIs444wzmzp0LwKOPPsrYsWMZM2YMCxcuzLDlaK0DK94EveddvnnzZqZOncrtt9+eMVAA+Pzzz9lhhx3SltnZk0MOOYSNGzeyfv16AE444QS6detG3759mTRpUvOswLhx49hpp50oLS1l6NChHHXUUQCMGjWq+f5NmzaNR1KdFR9++GGmuXye/fr1ax5ICIIgCFs5UcPVAT78DKqr4aKL0kPYSsGcOU4SbyIBzz0HQA1lgMfHHyDo1a4DAGgoNr0BfEuCdhC2Cqo7bhpWgXThQjj6aPO8Rw+J/HcGulyTrzRuvz38/UQCLrgg/T+A8nK4885W+QObMmUKl156KXPmzGHdunXNy3/84x8zadIknnzySZYuXcphhx0GQFFRUbMFBUirJV9cXNwsngsLC2lIDZnPP/98Lr74YqZMmcKcOXO4LuKUYFBn508++YRbbrmF+fPn06dPH84+++yMmvY9e/YkFovxv//9j9122y3tvd13351PP/2UTZs20aNHj+blb731FsenaiDX19czdepUzjjjDE4++WTf8+jWrVvGcb2DCvs6aHlpaWnzsoKCgubXBQUFzfdvypQpVFZW8uWXX/Kf//yHr33ta83b1NTU0M1vOlcQBEHY+pg6FZYtSw9XextmJRJmcOBl8GAT6nZX9SkuNvtyh7BLS+G//4Vx48xrV8lQG/lvFv8hgt7+rDX06ANfqcCSoB2BXxXUoL5ndry1bJl5XVgokf/OwLYd+Y/Hzei/zIzGW3tkHY/Hueaaaxg1alTa8g0bNjQnAD/wwAPNywcPHsw777xDU1MTy5Yta45gh+He1x/+8IfI57b//vvz6quvsnbtWhobG5k5cyaHHnooGzduJBaL0atXL1atWsXzzz/vu31lZSU/+tGP2LhxIwAbN27k97//PbFYjLPOOouLL76YxtSw/sEHH6S6upqvfe1raK35zne+w1577cXFF18ceH577bUXS5YsSVtmI/Svv/46vXr1olevXgA8/fTT1NTUsG7dOubMmcM4+59uBLp378748eO58MILOe6445rzFAA++ugjRo4cGXlfgiAIQifl7rth9mwj1iE4XB1U3z+ZBHfVvLIyU32nri59vZqadBtPVVXzLEBG5D9E0DeL/wsvgREjAkuCdgSuS2omyJHktgeB6X8mkf+OZ9sW/2D+8Pv1M39prTyyHjBgABdeeGHG8ssvv5zKykoOOuigZoEMcNBBBzFkyBBGjRrFpZde2pwYG8Z1113HKaecwsSJE+nbt2/gei+99BIDBgxo/rd06VKqqqqYNGkS++yzD2PHjuWEE05gn332YcyYMVRUVBCPxznooIN89/eDH/yASZMmMW7cOEaOHMmhhx5KebmZnqyqqqKsrIw99tiDYcOG8dhjj/Hkk0+ilOKNN97gj3/8Iy+//DKjR49m9OjRPJeaEnVzzDHHNNuQLH369OHAAw/k3HPP5T7X5zR+/HgmT57MhAkT+PGPf8zOO++c9b65mTZtGn/605/SLD/19fUsWbKE/fbbL6d9CYIgCJ2Q6dMdBWrx89v7KduyMrjpJqMXSlJ+/f79jbsgmwq2QcbCwvTIf1GRyTEMEPTN4r//LrBgAVRURL/WNsZeUio9jpIS/7ip1x4E8MYb8Npr5rlE/jsQrfVW+6+8vFx7WbRoUcayrCxYoHVFhXkUOg0nnnii/uijj7TWWh966KF6/vz5Getce+21+he/+EWrH/svf/mLvvrqqwPfz+t7JgiCILQ/992ndUmJ1kb+O/+KirROJDLXP/JIZ52yMq2nTXPeO/RQrUtLHb0wdWrwupbNm7Xu00eP518atH6Ck4LXTXH88WaXd97ZsktvKzZv1nq77cw59utnXnvp1y/zloPWPXuax61RcgFJ3Qn0b0v/SeQfzIi6k42sBbjxxhv5/PPPO+TYDQ0NXHLJJR1ybEEQBKEVqazMtOeACT2femr6smQS3BXu+vVLdwTsuSf07OnohWuucd4Lcg/EYnDkkem2nyxZss2R/04aHY/F4NxzzfNrrvGfwPCbROnWDWwP1M56bdsCIv6FTsvw4cM55JBDAFO338+Cc91113HppZe2+rFPOeUUevfu3er7FQRBENoZPxUKxrfirVEZj5vmW2AU+IgR6dvuvDOsWeMMJlavNo+DB4f78mfPzkz4DSjzCa4Ov/W+b3cKUu0LCOphau1B7pockydDqvCeeP47EBH/giAIgiB0XawK9VJfnx59tyZ1q7i1hrlz06PzVumOGmVqWNpeML//fbh7YODATPEfUre/s0f+wbQ4gHARn0iYAkiW+++Xaj+dARH/giAIgiB0bYKK0Luj72E1LC3bbWceFy+GY46BX/7SvP7ud4P7BiQSsGRJZrWfiorA6oJbg/i3ibxh5xiLgauCdlqTL4n8dxwi/gVBEARB6NoUBMgdd/Q9Sg3Lu+82j1rDihWQKncd2ua2shKqqzMj/+6OwR62BvFvI//ZznHXXZ3nCxc6pT4787V1dUT8C4IgCILQtVm+3DyOH+/09iksTK9RGY87hnTI7P2TSMDrrzvvu5pyhibwpgYVaZF/Wz40ABsV78wCOUrkH9JzrSdPdl5L5L/jEPGPGYmOHGkeWwtb1/6DDz5oXrZ06VLfplHLly/nhBNOYNiwYQwdOpQLL7yQutRfx5w5czjO3VgEOPvss3n88cebX69Zs4bi4mJ+97vfBZ7Ps88+y5gxY9hnn30YMWJE6Lptwfr167nrrrva9BgPPvggI0eOpKKighEjRnDLLbcAppztT3/6U4YNG8Yee+zBpEmTWJj6sKurq5k8eTJ77rknFRUVzJgxo03PURAEQegAbN+Yc84xFXzAiPdLLknXAMce62zjrd6TiuADLGQEI/kvCxnhvB+UwBuPU3/MFBoxIe/6onI44YTQhqJbg/iPGvl/5RXn+apVcOut0bYT2o5tXvzb1tOLFpkRaZBlL1dmzpzJwQcfzMPe1uEetNacfPLJnHjiiSxevJiPPvqIzZs3c9VVV0U+1mOPPcaECROYOXOm7/v19fV873vf45lnnuHdd9/l7bff5rDDDsvlclpMPuJfa02TO7ISwvPPP8/tt9/O7NmzWbhwIW+99VZzB+Df/OY3/OMf/+Ddd9/lo48+orKykilTplCTCltceumlfPDBB7z99tu88cYbgV2NBUEQhE5E1MhdMglXXGGe//Sn8Mc/Gl+N1iSnnsmxxzQZDXBsE8nLrzfr+TXhSkXwk5RzLLNYxF5MZhZJTIPLsATeLXfc0/y8vnvvrA1FtwbxHyXyn0g4ky52m3/8wzyXyH/Hsc2Lf3fr6TDLXi5s3ryZN954g/vuuy+r+H/55ZcpKyvjnFQEoLCwkNtuu41EIkF1KsKQjZkzZ3LrrbeyfPlyVqxYkfH+pk2baGhoYPvttwegtLSU4cOHA2bWYOrUqYwbN45x48bxRqpywbx58zjwwAMZM2YMBx54IB9++CEAxx57LO+laiCPGTOGG264AYAf//jH3HvvvWzevJnDDz+csWPHMmrUKJ5++mkAZsyYwccff8zo0aO57LLLAPjFL37BuHHj2Hvvvbn22msBMzuy11578cMf/pCxY8eybNmytGsZPHgwV1xxBePHj2f8+PEsWbIEMF2Fb7nllubuvmVlZXz3u98F4KabbuLXv/51cwfio446igMPPJCHHnqI8vJyJk2aBEBJSQljx45luft/KkEQBKHzkUvkLh6HDRvM83Xr4Fvfas46ja/4CatX1hsNsLyB73xlZowpKnJC1O79TJ5MnASr6YemkFX05zvcl2kR8lBT6Awi6r95dnBJ0BRbg/iPEvmvrMx83w4aRPx3HEUdfQJtyfTp8M47we9//jksWeLY9mpqzED/7bdhp538txk92nT0DuOpp57i61//OnvssQfbbbcdb731FmPHjvVdd+HChey7775py3r27MnAgQObhe1rr73G6NGjm9//7LPPmq1Ay5Yt44svvmD8+PGceuqpPPLII1x88cVp+9tuu+2YMmUKgwYN4vDDD+e4447j9NNPp6CggAsvvJCLLrqIgw8+mM8++4yjjz6a999/nz333JO5c+dSVFTEiy++yJVXXskTTzzBIYccwmuvvcbgwYMpKipqHiy8/vrrfOtb36KsrIwnn3ySnj17snbtWiZMmMCUKVO48cYbWbBgAe+kPpDZs2ezePFi5s2bh9aaKVOmMHfuXAYOHMiHH37I/fffHzhT0LNnT+bNm8eDDz7I9OnTefbZZ1mwYEHGfQTYuHEjyWSSoUOHpi3fb7/9mq0/lvXr1/PMM89w4YUX+h5XEARB6CS4I3effQbf+Ab4zdomEsaLbxVoTQ2kgkoJzmZW09epwdSirGkq4RmOI8HZxGsecDz88bizu0kPMuvRBmpS0f4auvEMx5Mo/xHx+64PPN0tW5zn9X36Zb28rUH8R4n8V1XB976XLvTLysy2nfnaujrbdOT/k0/S83XAvP7kk5btd+bMmZx22mkAnHbaaYF2HDDWFuXugOGzfOLEibzzzjvN/6ZMmdK83sMPP8ypqQ6FYce69957eemllxg/fjy33HIL8dR/Zi+++CLnnXceo0ePZsqUKWzcuJFNmzaxYcMGTjnlFEaOHMlFF13ULJQnTpzI3Llzef3115k8eTKbN2+murqapUuXMnz4cLTWXHnlley9994cccQRrFixglWrVmWcz+zZs5k9ezZjxoxh7NixfPDBByxevBiAQYMGMWHChMB7dvrppzc//vOf/wxcLwzvfW9oaOD000/nggsuYLfddstrn4IgCEI7YOvxW/WpNfz97/Db32auO2NGuvJ2UcmNJOmetqyaGJWkrDs+Hv7Ka0tJEsvcRgc0EkthTxWiNe7aGsR/lDr/8bhJnbA/t2VlcOih2bcT2pYuHfnPFqFPJOCCC9JnC8vL4c47Q/NwQlm3bh0vv/wyCxYsQClFY2MjSiluvvlm3/UrKip44okn0pZt3LiRZcuWMXToUNatWxd6vJkzZ7Jq1SoeeughAFauXMnixYsZNmxYxrqjRo1i1KhRfPvb32bIkCE88MADNDU18c9//pNu3bqlrXv++eczadIknnzySZYuXdqcIzBu3DjefPNNdtttN4488kjWrl3LPffc0xx1f+ihh1izZg3/+c9/KC4uZvDgwc3eejdaayorK/n+97+ftnzp0qXEskyHukW7fV5RUcF//vMfvuYuKIyZJYjFYvzvf/9LE/VvvfUWh9r/gYDvfe97DBs2jOnTp4ceWxAEQehg/Orxaw0XXQQ/+EH68sGDTUdeH6qYwQX8Om0AUE6SG0nlB/h4+Kuq4IIfNpCsLUrfZtiDgOfYLtIi/zmI/87c4TdqtZ9Ro2DtWnMt/fvDDTeYsVpnHth0dbbpyL9t+merfmWx7EXi8ccf58wzz+TTTz9l6dKlLFu2jCFDhvC6uzyYi8MPP5zq6moefPBBABobG7nkkks4++yzmz3qQXz44Yckk0lWrFjB0qVLWbp0KZWVlRl5Bps3b2bOnDnNr9955x0GDRoEGP/7nXfemfYewIYNG9gl1cnwgQceaH6/pKSEXXfdlUcffZQJEyYwceJEbrnlFiZOnNi8Xb9+/SguLuaVV17h008/BaBHjx5s2rSpeT9HH300iUSCzZs3A7BixQpW2zbpWXjkkUeaHw844AAAKisrufzyy/niiy8AqK2t5Y477gDgsssu44ILLmBL6n/fF198kddff51vfvObAFx99dVs2LCB27ONFgVBEISOp6rKKRbvRuv0UpuJBCxYkLlenz5QVkacB5isnmteXFZQy/E8wzn8IVAQxOMwufQFCjDqvIwtZpsFlwY3EiN/8d+ZBXLUaj9aw/DhMGKEmbDp2dMsl8h/x7FNi38wf6v9+pkpKW9Vr3yYOXMmJ510UtqyqVOn8uc//xkwgn3AgAHN/x5//HGefPJJHnvsseZSlGVlZfz85z/P+1he64/Wmptvvpnhw4czevRorr322mZBf8cdd/Dmm2+y9957M2LECO5ONTC5/PLLqays5KCDDqLR8xc6ceJE+vfvT3l5ORMnTmT58uXN4v+MM87gzTffZL/99uOhhx5izz33BGD77bfnoIMOYuTIkVx22WUcddRRfPOb3+SAAw5g1KhRfOMb30gbHIRRW1vL/vvvz69+9Stuu+02wCQi/+hHP+KII46goqKCfffdl4bU/0jnn38+48aNY9SoUQwfPpyf/OQnPP3003Tr1o3ly5fzs5/9jEWLFjF27FhGjx7NvffeG+k8BEEQhFYil5rb06b5K866unSbTpDlp7Cwudxnott5zYv79djCfXwnXBAkEiQ2foNi6gFNf1aZbYLKfKboirafqJH/hgbo1cuMwyoqnA6/nfnaujxa6632X3l5ufayaNGijGXZWLBA64oK8yh0bgYNGqTXrFnT0aeR1/dMEARB8GHzZq0HDtRaKa0HDTKvwzj1VLOuCSo7/8rLtU4knPXGjctcp6zMrLNggdbdumk9YULzW/8uP8w8KS7Wet48/2P366c16KF8pKFRL2CEs2/3sT3MmuWsFo9nvyX21E89Nfu6HcWI1KX/+Mfh602cqPVhhzmv//c/s90DD7Tt+bUFQFJ3Av3b0n/bfOQfzEjUjkgFQRAEQWhHcqm5bav3aJ353iGHpHfjXbQoc51Ro8w6FRVwzDHo9Rua3xq2xZSxprAws8ynJVXrv5YyimikgtQxxo8P9Qy7I//ujrdB2Kh4Z46O5xL5Ly52Xkvkv+MR8S9sVSxdupS+fft29GkIgiAIrYEV81ZJ1tQ4JTb9CKnew6JFTiKwX1IwwNKlzvNddiH5mVNUo0EXZD+HVLLgenrTZCVUeTm8/HLwNeKcslJdx/YT1fNfX5+eomGfi+e/4xDxLwiCIAhCx+An5sP884MHB+9r9Wpn1qDKp/RmWRncdJPzeocdWFvtVLprcBdADDmHxnsSbKYHTRSii4phzpysTbvsJXbv3nXEv0T+t15E/AuCIAiC0DH4iXml4HqfhllBVh6LO2Ifj0OqRDVghP8JJ6Rbc2bNYi3OTHKa+Pcp82nZ2OgIff3W2zBuXPA5uU4NTKWbriL+o9T5B4n8d0ZE/AuCIAiC0P6EiXlXeepmgqw8btwR+yOPdJZ7q/ckEvDuu/yHsc2LmsV/lrrfG5w0AZr2ipYsaCP/XUn8R43819dL5L+zIeJfEARBEIT2J0jMa+3vub/+eqdVbBA2Yp9MwnXXmWVFRfDYY+nWnMpKkjUFXMXPmhdtss2+stT9dov/qNFrK5R79Oga4r+xMXpSckODRP47GyL+gYXAyNRja/Hkk0+ilOKDDz5oXrZ06VJGjhyZse7y5cs54YQTGDZsGEOHDuXCCy+kLlUOYM6cORx33HFp65999tk8/vjjza/XrFlDcXExv/vd7wLP59lnn2XMmDHss88+jBgxInTdtmD9+vXcddddbbb/6667jltuuSVt2eDBg1m7dm2bHVMQBEFoAX6+fIuf5/6VV9JfFxTArrtCaal5XVzsROzjcbC9Y4qKMqv3VFURL/wDG+jVvGgGNxrhP2tWqId//XrneVNTyPW52LLFnEa3bl2jw6+1/IBE/rdGtnnxnwSOBRYBk1OvW4OZM2dy8MEHZ3Tb9aK15uSTT+bEE09k8eLFfPTRR2zevJmrrroq8rEee+wxJkyYkNHcy1JfX8/3vvc9nnnmGd59913efvttDnN7IduBfMS/1pqmqP+zCoIgCFsX8Tjst5//e17PvV+JT63h4othhx3M6+7dTcQ+kTAC3ipon+o9CeLM4jgaKGle9gqTSPxkeda632m2nxzEf7duRgR3hch/LuLfm/Arkf+OZ5sX/3FgNaCBVUBIdeHIbN68mTfeeIP77rsvq/h/+eWXKSsr45yUt7CwsJDbbruNRCJBdXV1pOPNnDmTW2+9leXLl7NixYqM9zdt2kRDQwPbb789AKWlpQwfPhwwswZTp05l3LhxjBs3jjfeeAOAefPmceCBBzJmzBgOPPBAPvzwQ8B00n3vPVMLecyYMdxwww0A/PjHP+bee+9l8+bNHH744YwdO5ZRo0bx9NNPAzBjxgw+/vhjRo8ezWWXXQbAL37xC8aNG8fee+/NtddeC5jZkb322osf/vCHjB07lmXLlqVdy+DBg7niiisYP34848ePZ8mSJZHukSAIgtDJSCb9Pf/uCL7FryqQ1mb24PnnjR3oxBNNxN7PTuSZSaishGRjWdoqNZRTOSP7aedr+ykr6zri3923INdSnxL573iKsq+y9TIdeCfk/c+BJYAduNcAjwFvAzsFbDMauD3LcZ966im+/vWvs8cee7Dddtvx1ltvMXbsWN91Fy5cyL777pu2rGfPngwcOLBZ2L722muMHj26+f3PPvus2Qq0bNkyvvjiC8aPH8+pp57KI488wsUXX5y2v+22244pU6YwaNAgDj/8cI477jhOP/10CgoKuPDCC7nooos4+OCD+eyzzzj66KN5//332XPPPZk7dy5FRUW8+OKLXHnllTzxxBMccsghvPbaawwePJiioqLmwcLrr7/Ot771LcrKynjyySfp2bMna9euZcKECUyZMoUbb7yRBQsW8M477wAwe/ZsFi9ezLx589BaM2XKFObOncvAgQP58MMPuf/++wNnCnr27Mm8efN48MEHmT59Os8++ywAt912G3/605+a11u5cmWWT0oQBEHoMOJx+Oor53VpqQkp9+iR6bkfPBjWrElfZmcHRo409h+rJquq4PzzjeD3rouzygUXpI8RytjCjVwNyRtCbT8S+c9N/Hsj/wUFZqwmkf+OY5uO/H+CI/wtTanlLWHmzJmcdtppAJx22mmBdhww1hblk8DkXj5x4kTeeeed5n9TpkxpXu/hhx/m1FNPzXqse++9l5deeonx48dzyy23EI/HAXjxxRc577zzGD16NFOmTGHjxo1s2rSJDRs2cMoppzBy5EguuugiFi5c2Hwuc+fO5fXXX2fy5Mls3ryZ6upqli5dyvDhw9Fac+WVV7L33ntzxBFHsGLFClatWpVxPrNnz2b27NmMGTOGsWPH8sEHH7B48WIABg0axIQJEwLv2emnn978+M9//rN5+UUXXZR2n3beeefAfQiCIAjtx8KFRqMvtMl11prjVo72t/Ab30gX30FVgSoqnNmBHXc03YHBDCoOOshZz6d6T6pXF4U4xz+Y1zln/e3hHYbJz/Pf1SL/uXr+izyh5sLCzntt2wJdOvJ/e5b3E8AFpPv8y4E7geAm3eGsW7eOl19+mQULFqCUorGxEaUUN998s+/6FRUVPPHEE2nLNm7cyLJlyxg6dCjr1q3z3c4yc+ZMVq1axUMPPQSYaPfixYsZNmxYxrqjRo1i1KhRfPvb32bIkCE88MADNDU18c9//pNu3bqlrXv++eczadIknnzySZYuXdqcIzBu3DjefPNNdtttN4488kjWrl3LPffc0zx78dBDD7FmzRr+85//UFxczODBg6lxhwhSaK2prKzk+9//ftrypUuXEsvSLMU9WPIbOAmCIAidh2QSjj0Wli0zgnvhQoj5WXNqakxY2K0sIVq33v794bPPnNdnngkvvGAGFAHVexKHPcisR08mmarycwU3GjX/5JNOrwAf8rH9dOXIf7Z74I38gxH/EvnvOLbpyH8ck+RrXX9lwPHkL/wBHn/8cc4880w+/fRTli5dyrJlyxgyZAivv/667/qHH3441dXVPPjggwA0NjZyySWXcPbZZ1NeXh56rA8//JBkMsmKFStYunQpS5cupbKyMiPPYPPmzcxx1Ux+5513GDRoEABHHXUUd955Z9p7ABs2bGCXXXYB4IEHHmh+v6SkhF133ZVHH32UCRMmMHHiRG655RYmTpzYvF2/fv0oLi7mlVde4dNPPwWgR48ebLKVF4Cjjz6aRCLB5s2bAVixYgWrV68OvV7LI4880vx4wAEHRNpGEARB6BjicdN8V2sTnP/OdzC+G+9vXHk57LwzPP64a4ogYF1vt97+/eGLL5zXb71lHgcPDqzeE7vuMg5lTvPrYjsLUFcX3GEYsf1AyyP/RUWd99q2BbZp8Q8m+t8PUEB/ILiybzRmzpzJSSedlLZs6tSp/PnPfwaMYB8wYEDzv8cff5wnn3ySxx57jGHDhrHHHntQVlbGz3/+87yP5bX+aK25+eabGT58OKNHj+baa69tFvR33HEHb775JnvvvTcjRozg7rvvBuDyyy+nsrKSgw46iEbP8HzixIn079+f8vJyJk6cyPLly5vF/xlnnMGbb77Jfvvtx0MPPcSee+4JwPbbb89BBx3EyJEjueyyyzjqqKP45je/yQEHHMCoUaP4xje+kTY4CKO2tpb999+fX/3qV9x2222RthEEQRDaCZfHx7p7bKS4ufAOcRgzxtmmrAyOOQa+/NJE+SdPdqL9fjYeb7feHXc0I4yKCpg/H+65xyxvavLvIgxQVUW5clRsc5OvkpLA7r7Q9RJ+MyxZEYjq+W9qMv+8kX+ABx7I7ZhCK6K13mr/lZeXay+LFi3KWJaNBVrritSj0LkZNGiQXrNmTUefRl7fM0EQhC7P5s1aDxyotVJaDxqk++3QqE3MP/1fvx0atd5uO2fBwIFan3yy1oWF5nVZmdbTpjn7ffBBszy1X715c/pxb7nFeb+8XOuCAv/9eJiy87zmU/gbR5ntQtbXWuujj3ZOe9myaLdlv/20PuYYrb//fa379cu+fmmp2f9OO0Xbf754Pq6M2xrE3//u3O7DDw9er7bWrPfTn6Yf0348uRyzMwAkdSfQvy39t81H/gEqgAWpR0EQBEEQ8sTj8aka/LsMx015Odw4+G4nhK4U9OwJf/97cG3+//zHPA4Z4m/jsblzWpsqP9aP41Pj303tiDGoVOmPBopgwIDQ7r7Qvgm/q1e3bXTc15IVARv5j8XCI//2Wt2R/3jcuW+5HFNoPUT8C1sVS5cupW/fvh19GoIgCIIX24jL5fGJ//diJo/4X7Pnu7QUjq/4H+csutxRuFrDggXBtfmTSbj3XrOssTHTxpNIwNtvB5+XX7fgFHWNRZR3M43DGnbcFZ57LrTMJ7RPwq8V1I2N6Q6o1iTQkuU/TkrDev67dw8X//Y9K/7tMS25HFNoPbqk+NfuDoCC0MrI90sQBMEHv0ZcNTUkPvka3U1BHbbbDu5beng0NWtr88fjTs1+v1BxZWW6CT1oPz7U1UGsh+k61XDn3Vm7+4IR/yWpxsBtkfDr/Ylpq+h4hF5ogeQa+beDv5YcU2g9upz4LysrY926dSLQhDZBa826desoKyvLvrIgCMK2REBibWy3/nz72+b5bbdB7MYf+1f6GTfOTA2A0+VXaxMqtr/pfqHiqqrgaL1PjX83tbXOqUSN4m/YYAYx0Da2H6/rqK2i4363TSnTHy0b+Ub+/Y4ZMjYT2oguV+d/wIABLF++nDXeToCC0EqUlZUxYMCAjj4NQRCEzkNQIy6ABQvo3f9tYAyDBgET4jBzJrz4onnfCvT77oMRI0y9/vJy83q33YJDxbYOfzxu8gUefzxdjYfU+LfU1TniP0plnfp6c/hBg0xl0XxsP7YCTkFA+PXKKzOXeS+5NbC37dFHnWVaG4fVRReFu5/ckX93I2Uv3si/PeZjj5ljZRmbbZUouAj4P0AD/wXO0VDjev8E4CeYvrINwHQNr6feWwpsAhqBBg37tcU5djnxX1xczJAhQzr6NARBEARh2yGoERdAdTW1L70OjHGi3gcfbMS/W6DHYsZzv88+cMQR5nVVFfzoR+m2Hr9QcSIBzz8P7pLRRUVGZYao2Npa6NHDPI8i/q3fP5fIv9bpkX8wothOcni54Qb4wQ/Sl7VVdPw3v0kX/+DYjDwtg9JwR/43bgxezxv5B/NR/fWv5p5kGZttdSjYBdM/doSGLQoeBU4DHnCt9hLwVw1awd6YdfZ0vT9Jw9q2PM8uZ/sRBEEQBKGViFoE/vrrjZD3o7yc2gO/BqQiwckk/PKX5j2vQK+ogNGj02v8u+1EQaHiWMzMErhpbIRbbw097Vwj/1b89+ljHqOI/7o6MwCwkX8It/6ccYZ5tNHytoyOW5OE+6OLYjPK1/Nvtzn4YDP4Cei/trVTBHRT5rEcWOl+U8NmbWYFAGI4z9sNEf+CIAiCIGSSTMKxxxo7T7aSM6+84r885d2v3d0k0jY0YAR9qrs7hYWZAr1nT7O/hQvNMZctc97r188/VJxIZA5QmprgySdDVWxdnSM+84n8R7H92Bzobt1gbSqe+957wevbffboEcm51CI++cQ8etMksyXh1taacysry73UJ5hGzjvuGCm/urNRpJR60/Xve+43NawAbgE+Az4HNmiY7d2JgpMUfADMAuLpu2C2gv8o+J53u9ZCxL8gCIIgCJlELQJv6zf6Fdro3h3uu6/ZJlI/a7ZZN6gOfzJpOvTW1poBx5lnOqZypUxOgF+ouLLSX4XW1YWqWHfCb1vZfmyUXCmn8fC0acFjKSv+v/99c7ltGR234t8v/zrMZuS2MUVJ+C3ymMxjsbYpX9oONGit93P9+737TQV9MJ7+IcDOQEzBt7w70fCkNlafEzH+f8tBGsYCxwA/UnBIW1yEiH9BEARBENLJpQh8mN+/sRGWLqWuzrys/8Ofw2s9xuPOMVesgKefdgYVWsPcuf7nUFXl1N90U1ISqmLbw/ZjI/9//rMz4bFmTfBYyor/AQNM+4O2jI5/8okR8ccd50TnS0uz24xqa816RUX5Rf67d3fuRRfjCOATDWs01AN/AQ4MWlnDXGCogr6p1ytTj6uBJ4HxbXGSIv4FQRAEQUgnl4LsVVWZoeNu3Ywy3LgRJk+mNmkUYsM3zzTvubFhZjvgsGqyoSHTVxN0DvE4nHhiegmdggI46aRQFVtb60TVo1h4bHdfK/6jbGPHMu+954jh2trgsZTdZ2Fh9n23lE8+MSkViQT06mWWbbdddpuRjfxnE/9+Cb9g7nlNTfRqSVsRnwETFJQrUMDhwPvuFRTsnnoPZaL8JcA6ZWYJeqSWx4CjgAVtcZIi/gVBEARBSCeoCPz112euG4/DhAnO67Iy6NvXidivWkXtvHcAqJ/4NVPP372uDTOHzSBYwvwoiYQxk1sGDAhVsVrnH/nPxfZjI//W+mQJGse0l/hfuNAUV+rb13zU11xjlv/qV9ltRrlG/r22H9v0bSu1/gSi4d/A48BbmDKfBcDvFZyr4NzUalOBBQreAX4DTEslAPcHXlfwLjAPmKXhb21xniL+BUEQBEFIJx6Hr30tfZlSMGeO//oHH+ysU14O69Y5Kramhtov1gMpobj//s667mzWoAGHJVvZm1gM/vY3GDoUdt/dKNsQFdvYaAYA7WX78faGDBrHtIf4t7ncNTXw7rvm9dCh5r2BA7Nv7478h0XvgyL/Vvx3ReuPhms17KlhpIZva6jVcLeGu1Pv36ShQsNoDQfYGv8a/qdhn9S/Cg0/a6tzFPEvCIIgCEIm1gdiaWry96okk3D77eZ5UZFR1J7OT7VNJvRbv7kW7r7bWddd5jMeN0m+ViUXFsIuu5jnUcveVFTAkiWweHFWs7yNxOcq/mMxJ70gF9vPAQdE89W3h/i3udxgBiff+Y5zbjY/I4yWRv7tR97VIv9bCyL+BUEQBEFIJ5mEhx7KXO7nVZk61en0VFhoou6eiHttgfH519/3oKP4/Mp8JhKmnCcYNWprY0Zo2JUrVuTaFISo4r9XLye1IJfI/3XXQe/e5nmYr76txb83l7uhwYzpbMPlsB4ElpZ6/rty5H9rQMS/IAiCIAjpxOP+y71elbvvhtmuMuY1NcZMPmKE08K2uJjankbQN/z3/eAyn+B0+bVF7q1C9RsotBAr/m++2ew+ivhfv96IfyvMcyn12acPXHuteX7bbcHjmLYW/0G53LYMaZTIf02N+Xiz3TeJ/HdORPwLgiAIwrZA1G69QXX7i4oyvSrTp/t3iFq61Ingd+9O3U6DAKiva8pc1zuTUFFhkoJtyByitZ3Nka++Mo9ffGEEt8ep5Is38p9rky/rqx80KHj9thb/fqkV5eVw3nnmeZTIf21ttMh/WKlPkMh/RyHiXxAEQRC6OvPnw5gx0br1BlXdaWxM96okEv6NvUpK4Kab4PnnjUqePJnaeiM36osidpOaOzdzWba2szlyySXm0V7C889n32bDBmPdycf2Y6ufQrhgbmvxb1MrbN6CzT+YOtW8jmr7sZ5/rYPvQ1iTL5DIf0ch4l8QBEEQujLJJBx2mFF12br1gn/dfjDq0B0yrqz094goZWYHKipgjz1gy5bm5NqGnXd11guq3hM2qAhrO5sDiQS88kr6so8/zj6xYCP/Vph/8kn2yRRr+7GRcuhY8Q/mOnv2NM+3396M6XJN+I1yPRL575yI+BcEQRCErsykSemelpoa0zk3SOnG4+mVcmz1nYMOSl/Pb5CglFP5B0yY/Lnnmpt81fcf4KwXVL2nstLfT2MHFa1AZWW6qwiMgM02seC1/fz4x9knU3KN/AdFy1uTWAwuv9w8/93v0isY5Rr5h+DrCboWEf8di4h/QRAEQeiqJBLG8uOlpgZmzPDfZv58ePNN53W/fka9ffFF+nrxOIwf77xWCo4+Gs5N9TJKJuG//zWR/6/M4KP+nUXmvbDqPUH1/t2DihZSVZVZd7+oKPvEgk34teJ/w4bskymdMfIPsOOO5nGvvcyjjc5HEf+bN5u0EFuMKSj3ISjyL7afjkXEvyAIgiB0VcJC2UOGZC6zFiFru1HKVO7p29eEiL3+lpNOctYbOBAef9x5Lx5vLqZfq436a6hP7Teseo+33r93UNEKxOOm7r6bXXcNn1iorTX/evWCZ581y6xFJiwfecsWE1UvKOhc4t8rzKPafpJJI/rXr4d77zXLskX+veK/WzfzsUrkv2MQ8S8IgiAIXZUg/z7AggWZanX//dMtQlrDq6/CmjVG7Xn9LXaGYLfdTCjYhnRtxaCU+qvDeErqSanfbNV7bL1/v0FFK3HRReZRKSO0vYMBL7a7b+/e8OtfZ74flI+8ZYvTS6A9xX+24k5eS05U20887iT4btqUvi8vQaU+CwrM11Ii/x2DiH9BEARB6KrE4zBxov97XrV6993+SnHLFkeRuv0tyaSx7oBRf4MHO9u4KgY1UEgTRsnW4woBh1XvsfX+R4xIH1S0Ita6M2QI7LST8zoIO87ZtAkuvDDz/aDCRbYhFrSf+E8m4dhjw/MRgiL/YeLfjuks9jr+9Cf/9YMi/2B8/xL57xhE/AuCIAhCV+aHP/Rf7lWr06dn35c7Yh+PO4Z2r+nd5duvpbR5cQOuEHCQWrZUVJjZCXfycSti7S1PPGFOJUyQJ5PO5f3yl0ZYuwkqXAQdE/mPx2H16vB8BG/kP4rtJ6gK7M9+5r9+UOQfRPx3JCL+BUEQBGFrI2rDLnCyMrt3T/d4uNVqIhGtaD2YiP306Y7xHTJtPC7fvlv8N0f+w9RyO2FFrq1aEybI43H48kvzfMMGuOaa9PeDChdB+4v/RMJ8FHZcFuSw8kb+o9h+rr/ef/kVV/gvD0r4BTM2FNtPxyDiXxAEQRC2JnJp2AWwfLl5/PRT2GEH87xnz3S1WlkZrPq8OQP2tbclrtfGk/LtZ4j/sDKf7YjtPVBSEi7+rdXFDhbq6mDOnPR1wpxJbtuPFfRtKf79ypj6Oay8kX97vDDx7+2NoJR5PPFE//XtMfyuRSL/HYeIf0EQBEHYWsi1YRfAe+8Z9fX556a+P5go/9Klzjp+tS/BFLI/7jgnLGxnDG6/3YTM3XhtPCnffm33vs2LGiiGPfdsMx9/LkSN/PtZXbziOsyZ1N6R/6qqzEi7n8PKG5VXyny8QbYfr98fnKJQYQm/RUXOIMGNRP47DhH/giAIgrC14NewK6xqTjJpFFtjo5klGDTIZLZ++WX6rEE8bpJrLUrB178ON9zgVN4BE6697z6z/tChzvpBNp6KCup2HNj8sp4icw5t5OPPBStys0X+q6oc8W7xvg6jvRN+43HYeWfnddBHY8/BnehcXBwc+Q/y+7vP2UtDQ3CzMon8dxwi/gVBEARhayCoYVdY1RxXrX1WrYL99nPCtd5Zg4MPNo/e8pqxGDz/vHne2OjMGNguUSE2noU/+QvHLvlV8+t6iuHvf4ff/jbCBbctbttPYWGwIJ82Lf11WRkcfnj04/hF/oPEsvu9liT8bred8zzIYVVfb8S+OypfXBwc+ferGmsnf8Ii/35+fzBfKxH/HYOIf0EQBEHYGghr2OVXNcf6NKzYr6mBZcvSX7tnDRYuNOp06NBMW86QIUbFbdhgZgxWr4bXXjPvBXTrTSbh2OvG8T92a17WQJE5vi2y34G4bT+1tfCPf/jnT8fj6eK2oCC4P5kf7W37aWqCjz4yz/v1C3ZY+UXlS0qCI//xuJkMspSVOQ2ew5p8BYn/7t3F9tNRiPgXBEEQhK2BoIZdJSVw6qmZy8N8GhY7a5BMwty5Rq3V16fX7Aej/Ny1/vfd11GJAd1643FYXbgT2iU1mqv9aB1sVWonbOS/vt6I/urqzPxpO35yC+KmpvRCR9lob9vPsmXONZx7brDDyi8qH2b7AbjzTud5//5wySXmeTbPvx9i++k4RPwLgiAIwtZAPA6HHpq5vKDAP+k3qC6jG5sJGo87qs9rB7IK2JYCralxKgjZ1568A7tJTX268ltKyv9fVxc+k9EO1NWZW/fd7wZfut/4qabGjMOi0t6R/0WLnOdhNfv9Iv9hth9wBjE77pg+o5BP5D8WS+8fJ7QfIv4FQRAEYWvh/PMzlwUl/XrrMhYUwK67OmqstNRkgmodXrM/lxkEwjdZwh7mSbYGX+2AFf/ecY370l29ypopLzdFkKLS3pF/K/4LCsKFvF/kP8z2A855X3WVmVHIdj3ZIv+QWTFWaHtE/AuCIAjC1oLtNOXFr8a+15uiNVx8MfTubV736WMyQSsrw2v2+ylgLx4x77+JZhBLO0WDLzC2n8bGzEGK+9JtrzKbFGtP/Ywzoh/HHfmPUuf/s8/M48cfRz+Gm0WLjCWnd+/8Iv9h4t8OTOx2UcR/WOQfxPffEYj4FwRBEISthZUrzaNf4y13JN1P0GttVPmvf21eX321UWBVVeE1+60C9q5j8RHzdhM33djCdnzVKRp8gRHG3bv7R/bdtzKRcASsPXV3VL4gREk1NZlBxv33m7yCggLzL0gsJ5OmhQKYe5iPMF60yFRtLSlx8hr8CIr8ZxswgHP92cR/tlKfIL7/jkDEvyAIgiBsLaxYYVTTccdl2nfckfSwTk8TJpjX1osSj8Puuzvr+UXmE4lgH0q/fr5i3utC2nVQIQ1l3TtFgy8wwrhXLzNIsZfmd+mxmCl21KOHc+puwR9mz7ETNWvXOsnEYT0F4nHYtMk8X7Mme/82LwsWwLx5ZpBSWtr6kX9vV+CWRP5F/HccIv4FQRAEYWth0SKj6C691Nh2wPg7vOJ72jTHyA7pqnaHHcyy1aud9/fe26jYoJr9jzzilAj1MmKEr5j3LurRt5T6YRWdosEXmNtYUmIGKXYiJWhSoqgIjjzSOfWo4v+73zWP7mbMQeLfW1motja8f5uXZNKU4mxqgtmzzXFy9fzna/v54Q/9y6SGRf7F9tNxiPgXBEEQhI5k4UIYOdJfPblJJuHVV42iO+UUuOces7ypyWm8ZXGX5gSjVq2qLS83YVe3+P/gA6P8/Gr8g7ERbdnif15z5wYqVHcn3O7dw4Vle1NXZ6LjsZi5nUoFT0o0NqaLWLfgDxK3iYTpZ2axycRNTf7i3y9JOqx/m5d43MwWgImmr1mTe+Q/V9uPXXf58swyqSCR/86KiH9BEARB6Cjmz4cxY4zwHzPGv4OvZepUR22tWgUPPGCer1mTrrz8kn2bmkz03tKvn6MUk0l4912jTv1q/EN40m+IQnWnJsRi4Ymu7U1trRG7AIMGmej8nnv6r9vQEOzzD4r8+42XqqvNcf3uQ1BloShFkeysgf161NUZ+9DixcHb5BP599p+rr3WPLpnNrzrS8Jv50PEvyAIgiB0BMkkHHaYo7bq681rPzV0993Gy2GpqYG//tV57VZefsm+NTXpAj0Wg6eeMoOOM890LEJ+Cg6cDF6/MHeIQnWL2c4a+QdnkBJUdtIbJY8i/quq0mc+7HGCBkHeW5xLUSS/WQOtzYROEC2p9lNYaAYcr77qvOdXcTZKqU+J/Lc/Iv4FQRAEoSOYNMm/xOakSZnrTp+e6bl323rcyquqyglpW9wCPZmEJUvM4yGHwHPP+e/HSyIBO++cviyLQvVG/jub+Le3KVsUurExXeQHPXfj7clmb1WPHsEzIImEI4oD8qh9uf56pxyppaDAJCoH0ZJqP0VFwTMb7jFmlMi/iP/2R8S/IAiCILQ3iUSwxWf+/HTxnUgEJ9u6scorHoftt3eWewV6PO4ovC+/NILfbz9eYjEzUNhrL9hpp+DkYBdu8V9a2nltP7lG/t1COyzh191k2d6qsGo/sZiZiAEzMRO1KJJfP7cddkj/GnhpaZ3/KDalKJF/sf20PyL+BUEQBKG9yZbF6X6/sjI8HGuxyiuZdPz8kB5CtuZw96xB0H78qKgwFYdeeMFU+clSttNWEwUjAjtb5N/afnKN/LvFf5C4BWf/u+7q3Kow8Q/Qt695HDUq/Pwt9iN1jw+1Nvtpyzr/1qZkLVB+k0BhCb92wCWR//ZHxL8gCIIgtDdVVenK2I1XfLvDxxalYOxYR3m6a/2fdZaj0pRKL8XpZw53E9VoXlFhispnKdvpFqTZosrtTUsi/27CmnzZj+HOO51bVVQUPvZy++qjEOT3X7Ike6nPltb5TySMjcme9yWXZK4fdt/KyyXy3xGI+BcEQRCE9iYe9xfOfuLb6+kAOPpoU2LT1vrfbjsT3U8k0j38WqeX4gyq2lNUFMnGkyvuCPeGDZ3L9tOSyL+bMEeWty6+fR52HxobzUfh9fAHEWS/2Wef7FH8ltb5j8Xgmmuc/Z1ySvo93LwZXnopuIpt9+4S+e8IRPwLgiAIQkcwYUKmwrMi3mI9HW6UgilTjPK64w6z7KqrzOtsWZjWq+GddSgtNXUuW7n7rtt28sQT0dxL7YU74bclkf+wKL63Lj5EE/9Ro/4QbL8ZPjz3yH+udf4B5swxj95yn8mkqf+/caN/DwAwXzUR/+2PiH9BEARB6AjeeceEWnff3bH5aJ3esCvI03Hddeb5xInm0aq4bJV+wAworLHcUltruvy2cvdd96Ukk6aiaJTc5fbAbftpSeQ/ioUn18h/LuIfzEdqo/h28qakJNzzn0/k38/28/LLzvvuYlHxuLN+UAXZoiJTsTZbfzuhdRHxLwiCIAitRS7dev/1LxNmra+H444zy7/4Ij1MWlXleFMsbjHfv7+ZCVi50ryOx03HKoufjSgWg1690vfZ0BBc4jNPEgnTaMp9CIB77221Q7SIltT5974XRHtE/sF8pIMHG/+9nbwpLW19z783HyGoK/H06ekTVn4VZJNJ+PRT8x0JmhkQ2gYR/4IgCILQGthuvYsWZVczZ57pKKlVq+DrXzfPvd6JeByGDXO284r5oiJjFfr1r50Bx/DhRsUFefgTCf/BSUin3nyorPSP8l91VasdokXkWuc/H9tPe0X+wezzuOOcyZsoFp6W1PmH4HwD8B8UuL9eUWYGhLZBxL8gCIIgtBR3t16vgPfiTcqtqTHmaPdrd5h0wADz6Cfmk0kTOv3qKzPgmD/flOHce+/gUpxhAj+oxGceVFX5J636FS/qCGpro0X+rVUpSJB3hsg/GO+8rbwD2YV8UORf6+ABjXcw400hsWPT228P7wFgU1lsY+mw3nJC6yPiXxAEQRBairdbb5iaqazMbKzlxYZJk0nHVF1UBI89lq6q3OHTL74wA5DaWvjoI/j3v/09/EEVf8aPz17iMwficSMGrZC1gvHUU1vtEC3CHfnv1s08+kX+/aL3fu+Hvdcekf9Nm3IT/0Gefwi2/vgNZhIJ00rCPTa1gwKLd8IqyC7UihNPQggi/gVBEAShJQR16w1SM1VV4Z2hgIVl+zKy6AMWTr3GUXCFhXDrrenHdYdPa2udAciWLcEzD1aZuXMJysvTMzdbiR49jLBWCnr2NMs6Q63/hgZz26z4Lygw5+kX+fcTvG5au9pPQ0Pu4r+x0Zy77ZoL5uNtago+VlC1HwgeNHhtP+A0fvZONP3+98463gmrKN2Bhbaj7cS/UmUoNQ+l3kWphSh1fWr5aJT6F0q9g1JvotR41zaVKLUEpT5EqaPb7NwEQRAEobUIC1f6eVymTXMEO5iw6K67NiuqZOl2HFvwPIs+78Xk2ReQJOVJ8c4mhDXsypbAm0gYRQYm3DtnTquW+LQ0NRkf+ogRcMEFzql1NFbcusc/sZj/7fQTvH7v+5Fv5D/L2DADe97eyD+EC/lcI/9BsyB+Pd/sOv37Z7rPguxCrTjxJITQlpH/WuBraL0PMBr4OkpNAG4Grkfr0cA1qdeg1AjgNKAC+DpwF0rlMfElCIIgCO2IX0UeMOFuWwTdTTyeLv4LCuDNN5sr8MTV/axu6ovWBazS/fgOrpCpezYhyL7jt64XG66tqIC334Zx48KvMU8aGowlZMECpwhRZ4j8W0HsropaXu4f+c/WcTesfGl7ef5tVaVcxH9LIv9Rzs862666yt995mcXEtqHthP/Wmu0tq0bilP/dOpfavKPXkCqPhknAA+jdS1afwIsAcYjCIIgCJ2ZeNw0yPKidWb0PZGAZ59NX6+pySy78UYSnM2zTcdQU2MyZWvoxjMcT4Kzzbpub4QNn3rr+luy+Sj8wrWtjLtEZraocnti69/nG/n3rucuaerGL1JeWNh24t9t+2mLyH+2WRA3Vvx7+8lZguxCQtvTtp5/pQpR6h1gNfACWv8bmA78AqWWAbcANiyxC7DMtfXy1DLPLtX3lFJvKqXebOgMc4eCIAiCEBQ590bfKyszw8s1NWb5QQdRyY1U16UrsmpiVHKjvzfChk+9dBIfhZ/47ww/3S2N/Mfj6esEpVe0V+Tfdsl1R/7twMav0ZfW/r0L8rX9+JFN/EO7jD8FH9pW/GvdmLL3DADGo9RI4AfARWi9K3ARNM9n+hQEI2MiTWv9e631flrr/YpyNcUJgiAIQluwYIFRbN7alt7oe1jTrl12oYoZlLEl/W2S3MgMf29ELAZ/+1vm+RQUdAofhVtg2sfOFPl3i/+okX+bZ+3muef80yvaq9pPrrYfe15+df6DtoH8bD9h4l/oGNqn2o/W64E5GC//WcBfUu88hmPtWQ7s6tpqAI4lSBAEQRDal1y69c6fbxRVt25GeIN/9D2saVdhIXH1Bw7mdedtVcvxvV/nnIr5wd6I117LXNbUBI88ksPFtj7e6HJnsv34JfxGjfznUqYyKPKfrTxoW9t+7GfQ0ZF/oWNoy2o/O6BU79TzbsARwAcYQX9oaq2vAYtTz/8KnIZSpSg1BBgGzGuz8xMEQRCEIJJJOPbYaN16zzrLUUWNjY74D8pi3CXlaPVmOqa8JJX8PLWipr/+nPvG/y7cGzF9euYyayUKIerYJl9sTvPWYvuJGvnPpUxle0X+/Ww/YeLfHj/I83/SSf7fC4n8dw3aMvK/E/AKSr0HzMd4/p8FvgvcilLvAj8HvgeA1guBR4FFwN+AH6F1yNhYEARBENqIeBxWrzbh688+g298w389b7det8H6r3/NVInJJLzyinnubtplvSRaU4xRWDuzgllMJvavl4IHH4mEf6mZkpLQZN9cxjb54hXNndH2k0/k31umEuCoo/zTK1rD8x9lkOZn+wnz/AdF/u2A7ZNP/L8XrZnwK3QcbVnt5z20HoPWe6P1SLS+IbX8dbTeF633Qev90fo/rm1+htZD0Xo4Wj/fZucmCIIgCEFYIW7Vi9bw97/Db3+buW5lpWmo5cYqpB13zFz/nHP8m3a5vCSNGOV3A9dSwaLwhl2Vlf6hXaVCk33dY5tVq4J33xK8QrEz2n7yifxDZp61u/eam5ZG/qMO0nK1/QRF/m+/3TwGfS/E9tM1kA6/giAIguDGz9StNVx0Uea6ft16bch11ar05d4yn+6mXS4viRX/9pH6+uCGXX4eFKUcFeeDd2zj7R3WWgSJ/85q+8kW+ffrarvzzua1X5sHaHnkP+ogzdp+WuL5TyTg3/92Xvt9L8T20zUQ8S8IgiAIbqqqHN++G60zFbJft94DDzTPV69OX9dvlsBmilovSVFRpvh3r+fF60FRCo4+Gs49N/DycklYbQlbm+0nFjP3weuiChK8FRXwk5+kr+OlJZH/XAZpmzaZ83d/bXON/FdWOseyeL8Xdju/Pw8vIv47LyL+BUEQBMGNV9Bb6uoyFfI552R2673lFvP8rLPSjdrnn5+5T3emaCIBffr4i/+whl3uVqkDB8Ljj4deXi4Jqy2hM9t+liwxj8tc3YXKy43w9wrgMKuLHRAEVe9pSeQ/l0Hapk3pUX/I3fNfVZUp1L3fi8ZGs423oq0fIv47LyL+BUEQBMGNt4OTxauEgrr1vvyyeb5ypWPUTibhnnvS1/WWAo3F4I47HPGviv3X85Jjq1TXJANgHtuiH1hntf0kk07E/oILHIFtb1tQkquf1cVeW5D4b0nkP5dB2ubN6cm+kHvkPx6HiROd135fu4aG6JWIRPx3XkT8C4IgCILFT9CDUUleJeRn46mpgauvNs/dRm1r3nbjVwr0kEMc8V9QHLyelxxbpSYSTqQ4FmubfmCd1fYTj8OGDeb5unWOj7683Dx6ff9hFW6sEA4S8y2J/NtBmo3g+30FLZs25Sb+g6r93GBKs2RUoXWfW9T+qiL+Oy8i/gVBEATBUlkZnPXpVUJ+Np7i4nTTeE0N/OUv8NRT6X4SpYzq9IZ2+/enocCotsYmZRRdhGh+LixcCPvvb1IDAI44olV330xntP1YH709h9pax0cfFPn3lvp0k832Y9s+uG0yRUVmgsjPWWa3sftNJKBvX/O8Z8/gQZqf7SeK+PdW+7EDiF128f/aSeS/ayDiXxAEQRAsVVXpJWAsvXvD0qXO6yAbT0FBptqqr89cpjXceWfmcQoLaezeG4BGrYzSGjw4x4sIxl068vlUQW0/T7gfuTYFaw3bTz6NyMK2CfPR5xP5z2b78RPLUaxCdptYDJ54wjw/55zgQZqf7SfM8//RR+ZxxQr/c7v5Zv9JJHfH5mzU1Jg/h6jrC+2HiH9BEARBsMTj6QXcrWL96qv0QutBNp7bb89UaMXFmQOKIPN2MknjRle9/2SyVYvwu0tH2kv54ovs2+XTFKyltp98jpltmzAffUsi/2HVfrziN8o27mONG2dmDrp1818fcrP9JJNOU+jrr0+/3nyuJ4iaGjMejpIcLLQvIv4FQRAEwZJMpot6q4bc/n1vDUZwbDznnpueTVtaCiefDCee6NRHDEvgnTSJxtRPcyOF4TX+c8R72lbU2so3YeTTFKyltp943Bwrl2Nm28ab7Oz+KFri+c8n8h9V/BcUGMuPzVPwIxfbTzxuxrIA69en36N8ZjKCsOJf6HyI+BcEQRAESzyerpbcStUWWp8+3b8JmLXxJBKw3XbmeUMDXHIJXHqpY/IOSuBNJGD+/MxSn61UhN/P8gJGAIZZa/JtCuatKJOL7cce01pWohwzkTDrZNvG7e93fxT5RP6jCHnvoCFX8Q/Qq1e4+I9a7cfeV7usri79HkVJYM418i90PkT8C4IgCAL4V/rxhkBtWNjrwXDbeGIx+MMfnO2nToWTTjKvCwrgscf8zdspgW9Ff5P7J7oVivD7WV4sYdaafJuCtcT2k88xw3qouYnF4LTTzHN3UmtnjfyDEf/r1/uvr7WJ/D/0UPoAzg623J7/bPc1SgKziP+tHxH/giAIQtcnSuZoUKUfN+XlJhvSbWT2s/Hcf7/zfMUK+Pxz87ywEG691X/fKXWeEfkfP75VivBby4tfPnOYtSbfpmD52H7sx3T++eHjKz+iNKmy9Oxp9u9Oam1J5D8XsZxLwq8lLPJvXWpr16YP4JQyn7U78p/tsxTbz7aBiH9BEASha2OzQBcuhDFjYP58//WqqvyzM63QtyL/lVfSw7YFBek2HuutsLjrOoZ5+FPqvKHIKKZGCo0ys03DWgF36UgvQTYZO2iwoi9bzzFLUOT/9tv9x2DuZN1774WDD3bei3LMeNyUMI2yTV2dfw42tH6d/9aK/AeJ/+99zzz6DeC84j/bZym2n20DEf+CIAhC18ZmgYIR34cd5u9vmTYtvfh6WZlJ1LWZlP37m23dpmkw2zzyiPM6yFxvCfOvJBI09ugDpJp8zZnTqkX4YzH4059yP7VEwikdGaXnGGSKZpszsGaNv8XIm1TsFqBRj3nhhdG2CRP/QZH/fGw/be35TyTghRec194BnFf8223stXvvUT6zEkGI+O+8iPgXBEEQui7Wx+82PldXw6RJmeuefXa6+C8oMN7973/fvJ45E669NlMd1tSkK+Ywcz2E+1diMRq/9wMAGs84y9R5bGXGj3eee4Vc0KnFYnDQQeZ51J5jtorQZ5+Zx3jcec8bofZLKv7nP51zinpMW1ApW2+02lpnMGMpLjb/giL/+dh+Wivy37u3v/jPludQWppZ5z8Wg913N4/eeySR/20DEf+CIAhC1yXIxz9/frq/xS/Z10b0x441r3v1imaAt94Ka3IvcP3URvCvNPbbyTz23j7b1eVFeblzSkOGRD81K+RGjMh+jGQSfvxj8/zSS+Huu9OdUN4Itd9kiR0I7LGHf8MpP2yUe+zY8G38Iv9gPtp8Iv/tVe3H3Twasuc5+EX+Fy6E99+HI4/MvEf55DAEIeK/8yLiXxAEQei6XH998HvuaP1ll6XX7Qcnor/zzub1558bYR/FjJ5IQB9j36FvX0fNRfCvWOEVJMBailIm4RXguOMcMZft1GyibpTzisedSPWXX/pXR3VHqP1ErBXnmzZlP57FRrnXrcu+njfyD0Y45xL5b89qPw0NmVH+eNyZkYHMr6NX/Nu8ioYGk7ri/UzyyWEIQsR/50XEvyAIgtB1eeUV/+Xu8GiQP9+us5OJxHPWWWbGwJ2t2q+fv2KOxeD3vzfPL77YPPbtG8m/0tbiH4yYBDM+GTUqmrXGishsdfq9teRra80kSliTYz8Ra6PSmzdHuyb3OX75Zfb1okb+wxJ+27POP5h8dW+y9OWXm0elMgdwfgm/Nv2lujqzulOUwYxE/rd+RPwLgiAIXRM/Kw8YO447PBqPZ4Z73SFUGyZfudIk/Lo7AI8YEayYDzvMPP73v0ZNnXdeJP9Ke4h/e0mxGAwdCgMHZj+1qJF/PwtPfX326qjXXOM879/fvA+5Rf6t0F23LtMi413PT/wXFJiBi1tgh5X6bK/Iv52lWLw4M1na7m/QoMwBnNvz722c5ld4qqDAfE65DGaCEPHfeRHxLwiCIHRNgvz+jY1OeNSbaWqJxZx1bAkZrc3+3KHUuXOD28726mWKyT/0kHl9113hVYBSWOHVXuJ/xx3hiy+ybxM18n/99elCH0yU//bbw91PVuAWFqZ/JNXV0e+Fe7bBa5Fx42f7SSZh6VIz2HAL7CiR/7au9mO/Yn7lPO01//nPmQM4d+Q/auO0wkKp89/VEfEvCIIgdE3OP99/eZ8+RuVBcFlOrY0y9tbs9xJWtjOZTB9UbNjg30XLQ3vafqz4X78+c/zjxUb+s4l/r9OqoMBE8c8916RP9OrlbzFyX29FRXrEP6r1x13ZJsz37xf5j8eda3QL7CiR/7as859IwJtvOq+9ydJW3PvNZLjFf9RmbUVFUu2nqyPiXxAEQdi6iNKtN5mEe+5JX2ar73z5pRPararybyV7yy3mebaa/WFlOydNSvee1NYGN/hy0d62nx13NM+zRf+tiAw7LztWcl+21nDooeZ59+7+VWbAqbJq979xo/NeVPHvnpQJ8/17I//2vO05uAV2lCZfuUT+o1QIcov/ysrMgZl7zBkm/uvq4N//Nn8q3g7PpaX+uephkX+p8981EPEvCIIgbD2428D6dYqy2I5RbqxqcXsnpk0LN6OH1ewPq42ZSPh3Eg6bKUhhhZe75UBrY4XnmjVOPnM28R8l8u83VtIarrvOPPcrPWnxXq9b/Ef1/bv3nUvkP8wSExb5j1Lnv6W2n6DxqR1z2s/FK/6TSXjnHWN/sn8qiYQz8Nt+e/9c9aKilif8NjSYfyL+Oyci/gVBEIStB28bWD8bTZCP361obGh30qR0FVZQkK6IbLjUKh53uDisNmaYwA+aKcBEaO+9N/N0W5NkEmbPNs+vu86xALVG5D+btaS42BGrXrz7zUf8u20/YZF/r/gPO+8okf9c/Pu5iv94HL72Nee1d8xpPxc7seXezr5n/1RiMac60O9+5z+uLSxsecKv/RxE/HdORPwLgiAIWweJBPz1r+ltYP1sNEFWHa/qrK420Xl3uNg29vIe19bs793bPPbrF14bM2jGYPz4wC5adlLDRqy9nVm9RHE/+eEubvTVV3Dzzeb555+Hbxcl8m/HSraJmFeohol/d+S/ocGI/x49zOvWjvx7bT/2vK3odp+3HZQU+CimfEpjhol/rf0HDHfc4Tz3jjn9bD9hNiZr8wpq1pYt8h/F9mP/REX8d05E/AuCIAidDl9hO2NGuPnZ4lduprjY3xTtxTb2chOLwQMPOMcDU7s/rDamVZNuhVleDi+/HLqJ26nkTvL0EtX95MWKQis8a2vhxRfN86iR/yh1/u2t9grVqOJ//XpYu9YZAOXi+bdjrmuuCR4Y+SX8JhLOtu7ztoLX+5WC/Cr3hG1j74F3Gzv23HHHzDGnn+0nzMYUNpNhj93ShF8R/50bEf+CIAhCpyJQ2A4alLmyUpldfF95JV2pFRTAySfDiSemh6THjYtW/gTgwAPNow1B33ZbdsWdSBgVCUb1zpkTOFNgWxK4xzZffBGcGxzF/eRHkChUKrrnP5sdKRaDffc1PnWvUA3z/Lv3u//+sHy5s+6aNeHHtNTVmaRipcz9CRoY1dVllvqMxeDMM83zp55yzjvM6tKSyL/fNnaZdxsroi+8MHPM6Rf5D7Mx2c8x6JrCIv9RbT8i/js3Iv4FQRCEToWvsE0kYMEC/w3mzHGee/0O4JSbSSSMAgIjyl95xahDO1AIS+D9/vfTX69Zk11xx2Lw3HNGrb39thlsBODXkqCx0T91wJvSEOR+8iNIFO6yS+tF/u0+99knU6hGjfz/73/pFYN++9vsxwQzU7Bpk7Nt0MCottZ/Imi33czj4MHOsjCrS5Q6/7lE/oOSi+1Axc8K5uf591b2cfe1a2nkX2w/Wz8i/gVBEIROQ6CwPf8t/0L0Wqcr37ByM7EYnHWWWWZDu4mEMxsQlMCbSJj13TQ1wZNPZlfcFRVm0JKlfa5fRZeCAv9JiKjNmvywotCKMjveqaiI7vmPkojc1OQvEqOKfy/vvRdtcPPBB+nNvYIGRkEdfu3Y0D0QixL5z8Umk4/4Lygw987vTyCo1Kd74sndsy6K+G9ptR8R/50bEf+CIAhCpyFQ2G65Nngjt/INai9rVfTee5vH7bc3j4sXG6XTp09wAm9lpb9Xpa4umuKOQDwOBx+cvmyHHfwnIaI2awoikTD5yko5451sXX61zi3y39jonyAbJv5tBSI/6uuj3ep3302fMQD/gZFfh19w7qv7OxgW7Y5S5781Iv9gztcv8h9k44nF4PnnzT2fMMG5Nntcb3Ug9/nlksPgh4j/zo2If0EQBKHT4FvTvLCGGwuvDN7IrXz9/P5uK4+7qH0yacLgdj2318N7UkHtU6Mq7ghc6bnE4cP91/NWHy0qCnYr+WHdSCNGOOMdK/69wtniFrdRxH9Q5D/M8//gg8H7KyqKdquHD88cdHgHRo2N5vyiRv7Dot2tXe0nTPyXlQVH/ouL/ROSKypM/synn6afk/s8vEjkv+sj4l8QBEHoNMTjcNBBzuuy4gaO51nOabjXf4OUb2Xh+HMYuctXLHzmf/5+f4utc/iNb8DUqaakDBijeJCHPx5PTxYG8/ykk6Ir7ggERWL9cFemcVs6opb/9LqRdtzRRJBHjPDf1i3Yo9h+8on8n3FG8P4GDox2q/v3N9VYw9I47LVEjfyHRbuVMtfZWtV+son/IM9/WCGrvfeGDz907FCS8CuI+BcEQRDaH7dK9SjWK65wVuvf+Dn3NZ4VvJ/+/UnecZ+pDrSyJ5O3PEaScud9d3tZcDpaffaZ8ZlYJVhXF541m0jAzjs7rwcMCG7wlSdeURwmsmMxRyyffrp5nW/5T3BKSX74of+27nOLavvJ1fN/2GH+y4uKYMyY7McE8zGOGBFcahQcAd0akX97fu0R+S8t9Y/819eHi/999jHj4UWL0o8bZmWShN+ujYh/QRAEoX2xKnXhQhg9Go44Ik2x2ojxzjvDrOvmE+vm8aKUl8PXv26eFxQQP7PBVAeikFX05zvcl76u2/Nx1VXO8yjmcEssBn/7GwwdCrvvbnwzQQ2+8sQruMISYMGZxOjb1zzmW/4TnDYGQdvmGvlvaso98u+33513hj328Be9ftTVGdtYUKlRuw74C+ZcI/+QvSNua0b+g2w/2SL/AFOmmD+5hgbz2fh9Pvb8xPbTtRHxLwiCILQv8bhRmGDUhDWbp1SnjcxefTVUXHx0upnZ+jhSBdkTnxzGrNnFTnUguvEMx5Pg7EzPRyJhMiCDyJY1W1EBS5aYJOEs1XvyIZfIPzjirampZeU/Ewn497+d137btlbkP8zz7x7s9OxpHm+/3SQnR+3wa0t49u5tJpP8Pib7/fKz/eQT+c/VI9/aCb/W8x9E//7mT2jlSjO+rq4OXz/bYEbE/9aPiH9BEASh/bAq1U/FpFRn7SzTcraxETNQcCurggLj47j/fgAqqSKpy9N2U02MSm7M9Hz4lRKyhNX4bye8gisX8d+S8p+VlenlMf22dQv2qAm/uUb+3eLf9lQrLjZNu6KKfxsFDxOwrR35z+aR7+jI/3e/6zxftcr8+bXExiS2n3AUXKRgoYIFCmYqKPO8f4KC9xS8o+BNBQe73vu6gg8VLFEwo63OUcS/IAiC0DIWLjRWmGHDsmeaelTqQkYwkv+ykBFmQXU1tX98FIDGN/6VOVBoaoLzzoM33gCgihnE2Jx2iHKS3MgMeOyxdM+HX41MS1CN/3akJZH/lpT/rKpyIt5+2y5cCEcdFf287Dq5ev7d+9282Vm/R4/cxH9pabiADUv4zTfyn0udf3tffvnLzD+XfEt9Bol/O9a2DreaGvj44/DPMOh6tDbfNYn8B6NgF+ACYD8NI4FC4DTPai8B+2gYDcSBe1PbFgK/AY4BRgCnK+x/jK2LiH9BEAQhf5JJ47//+GNjiTn22PBM06oqZ1PKOZZZLGIvJjPLJOqWl1N7yrcAaHz2ucx91dTAH/7QrM7iPMBkZqEwaqaMLRzPM5xT8me49db0bb01Mq2dqF+/4Br/7UhLIv/20uyyXCYy4nE48kjntXtbm56xZEnwefqRLfLvV1LUHfm3H3tJSe7iP1vkPyzhNyjyn6/tx28QZI+/enVmcnVLSn364Tcj1NDgP4iwBA2cws7Ny7Yq/lMUAd2UeSwHVrrf1LBZg/0LiOE8Hw8s0fA/DXXAw8AJbXGCIv4FQRCE/InHjZnYsnx5eKZpPN5sxI6TYDX9nERddT8cfzy1+x8CQNMxx/kU/S+Hs89OE+oJ4hTSCGj6s4r7+E5w9Z5EwiltYxXoeee1iYc/V/IV/3a9RMIRgblOZNx5p/Pcva07iTjqedl1gjz/4C/M/cS/jfxv3py5vh/W8x/WqCrM9lNaasaE3sh/mODVGh591H/Syy/y/3//5zz3Jle3dqlPvxmhoiJjpQoiaOCUrT+Am5oa8/2Msm5XQsMK4BbgM+BzYIOGjPZ1Ck5S8AEwCxP9BzNrsMy12vLUslZHxL8gCIKQH4kEPPVUumpraoJHHoGf/MR/m2QSNmwgwdnMYjI1qbKcJlH3OBKH/aFZ4DSOGu2f7JtIpIW5Y2VNbM+XFFPPLCYTI6Xc/EzvsRiMGpW+7Oc/z60uZhvREtsPmEsbNsyIt1wnMnr0MI877uhs600itrzwQvb9hUX+wd/6Y6+joCBd/Hfvbl6HVT+y1WKrq1tm+1HKKZtqCYv8J5Pw5Zfw1Vf+JVK9gyB7Ty3e5OrWLvXpnewqK4Ndd3Uq3voRNJNhl0UV/2Vl/o3HtnKKlFJvuv59z/2mgj6YaP0QYGcgpuBb3p1oeFLDnsCJwE+czTMIaLvXMkT8C4IgCPlRWRlcuuW66/wFdTwOa9ZQyY0kSQ8/VutyKq8tdcT/o0+khyBtsi8YtWRnBfr3p6ZbH3ZUq6hgkbO+n+ndW9oGjFKZNCn8WtuBlth+LIWFRtjlOpFh93Xppc62QfnRM2dm31+Y5x/8xb+93rKydPFvn8+f738sd3+DjRuN4Ayz/Xz4oXlcscL//fLy6JH/eNy5/34lUr2R/2yJ2W2R8JtIONWT+vaFCROyJ/yGRf6j2n66qOWnQWu9n+vf7z3vHwF8omGNhnrgL8CBQTvTMBcYqqAvJtK/q+vtAXgsQ62FiH9BEAQhP6qqglVHYWGmEnJV+vFN1C3X3HijY21o/HBJ+uDCziqACc9OmwaAfuZZNtWW0ljmCnUHmd6DFO38+dHqYrYhLY38g7l3UTz5UfYVlB99yinZ9xcU+bdfl7DIv1v8NzQ4H8s3vhE8nrTWJK3hxReDI//JpCO0r7jCf39RI/9+ybTuKH5Tk3nPLZazJWa3RanPWAwuucQ8v+ceMzjKJ4chV9tPFxX/2fgMmKCgXJlI/uHA++4VFOyeeg8FY4ESYB0wHximYIgyy04D/toWJyniXxAEQciPeBxOPNH/vfr6TM+9S3jbRN1ijLgvpYbjC5/jnPELmwVOU71HxdbUpNt49tkHgC29dqSpCZq6uWYSgkzvroTjDKLUxWxDWiPyX1sbzZMfZV/WMuK1bhwYGMd0yBb595swcot/Ozi44QYn2XfNmuDxpDsibnPP/QZB8Ths2GCef/WVf3pK1Mh/1Ci+Wyx776l3jNoWkX8wjdIAdtkl/47F+dh+tjU0/Bt4HHgL+C9GZ/9ewbkKzk2tNhVTBvQdTHWfaalxawNwHvB3zIDhUQ1Zyqflh4h/QRAEIX8uuij4Pa/nvqoqLYE3QZweGGW3Heu4b9M0mDyZ2s1GGTYWedSD18azi8mF27TENAxrWp9SdYWFmWU+LfE4jBuXuTxqXcw2pLNF/sGIa6/Ya2m1H8hu+7HMneusW1sbOp5spr4e5s3LPE87ULADD7/9QWbkP0gs5xvFTySca/SOUVu71Kf7vMD8SeZbujSK7cfmXqxatW2KfwAN12rYU8NIDd/WUKvhbg13p96/SUOFhtEaDtDwumvb5zTsoWGohp+11TmK+BcEQRDSsb/g2Wr2J5Mwdarz2hsiLitLF9TTpqWtEytr4rwRrwBwBxcQIwmrVlH7bKrJF4Xp+/LaeHbeGYBN3/oB4BKuRUWZZT7dvPJKemH7TtDgCzpH5N+7bSwGAwbkdl52nVw9//Y63AWesjUf8xPgxcVmdsJ7nlEboXkj/0HXki2KH2STicXMen6J2VGq/XjLpGaz/dhrAkf8h60fFPnPZvtx5168/nr2cxI6DhH/giAIgoP7F9yvfImbeBzWrjXPS0oyVWJBAZx6qvN66tR0VVVQwI579wNgEJ+ZZTU11P5vOQCNTSpt3QwbT+/eAGz63MweNNmftKCQriUWgzlzjDpRqlM0+IJMQRxW3QbaJ/LvR9TIf1ipz2yef4tfpVf3eNLPmjRyJOy9d+Z5Rm2EFjXyD+HlVcOE/PDh5nr33DN9eTbxD5mWqSi2H3f/gvr6/CL/2Ww/7tyL2lpT9VfonIj4FwRBEBzcv+B+5UssiYQR2FaJ1NWZgYDb69HU5Gx/990w21PuuqmJpiefBqABR1HUNhjl09iUvm5zsq/lmmsA2IgpZdLk/knzC+m6GTcO3n4bRozoFA2+oPUi/95lUQgT/16rSdTIf5jtx8/z72f7OfJI53XQBE0ikS6WP/8c1q/PvJ9+ZS/99hc18g/mazNihHn0fo3CIuU77GD+xL78Mn15NtsPZPr+o4j/XGw/2SL/fufmzb1oajI5FR2cQy8EIOJfEARBMHh/wWtq4Omn/X/BZ8zI9GRs2ZKuHt3lT6ZPz/Qr1NQ0C/Y08Y9ROWli3pvsm0jA888DsIkemetH8fBXVMCCBZ2iwRfk7vm30W57y5uanH3kGv337suNV/y3JPIfxfbjFv+/+Y1pwBw2QROLOX0KwIxZn3jC/zwTCafBVb9+wfuLGvkHU1p1330zv0ZhQn6HHczjgQemu+vCtrEDhXffTV/eXp7/sMi/n6WqqanDc+iFAET8C4IgCAa/X/CaGiP0vQweHG2f1dX+wh+gpISmk78BQKNKqcKyMmr77GSWuT3/XjHvOtcM8d9JPPy5kmvk3y36IV1Q5+v7by3xny3yH1X89+4Nzz0XPkGjtVMRyL6urvY/RiwGp59ungftL5fIv72mXDvi2gHIxx+nu+uCxH8yCb/9rXn+zW+m/5lG8fy7bT9RxH+ukX8/S1VhYYfn0AsBiPgXBEEQDNdf79+Sc8iQ9NeJhMkJ8DJ4cHoiLTiv/XweStG43/4ANJSmlEP//tQecCjgEv9+Yt6lNjLEfyfx8OdKrpF/O56yotkt0vP1/beW7ae1PP/FxdknaGw02/3VtdfvN2nVo4c5xsiR/vvLNfJfVBRevcjvPvz61+bR664L2iYedwY4a9emu/Hysf1kS/jNdTBjLVX2vJUyxbi2svH3NoOIf0EQBMHwyiv+EfoFC7LXVwSz7LjjnNdlZSw85AeM7PEpC7vtl76uUnD77c2Cr+GY482Txx6jtsGoi2bx7yfmXQbuNPEfVuazk9PSyL9bpLdW5N9tJQo6Tz9ay/MfpWLMV1+ZR7+vrp/tZMuW8DKU5eVmwsvei6AmX+5zzEUsJxKmGo7F7Y7zE//WjRdU8jSK7ccmTtsZkXwi/9kSfhMJZ5BRUACHHhp+TkLHIeJfEARBcBSGH1nq9QNGTd10U1r2ZXKHwRy78GYWfd6HyfpZkqSUgVJw9NFw7rmOwNp9uHnyzW9Su3YjkBLzRUXBYj6RgD590sV/tjKfnZjOGPkPE+lhtKTUpxXmhYX+Awgv69ebR5sQ6+YnP8lcVlOT+fV1Y79q1voT1OTLki3yf9VV6b7+ysp0W5E9VmWlv/gPK1GqdbTIf2Gh0zm5LRJ+wdy3s84yz7t1S8/DEDoXIv4FQRCE4Gg+ZPrtp01Lf7+sDE44wczxx2Kw117QvTvxEf9i9ZoCY22o6cl3SEXvd90VHn8ccARfQ/fe5snHH1P7zvtAKvIfJuZjMZg2LV38Zyvz2YnpjJF/r+VHqbZr8mW3sUI2ap14K/73398ZOFhxe8YZmetv2RIu/t0WGYgW+fe7no1mDMvKlem+/rCSo37iP2x9+1lEuVc2l6GlTb7Ctt19d/O4efO22+Rra0DEvyAIguCvMCxFRTB+vPM6Hk9XB94a/AMHktj+Uma93sspHEQ3nuF4Epzt1EbEJf7/+px5ojW1TUbJNFKY7onw4557Mj3/2cp8dlK8AlJrfyuL+31o28i/V/yXlka3/eTq+bdWoVzFv7X9/PSnTmUgG3X2O9dsth93cqzdR7bIv99xrrzSPHp9/daxZgdH7pQWP/Fv17f3paTEWd/OzGSL/EN08R8U+c9m+wHo2dN5LuK/8yLiXxAEQfDvlmTZtMkJXXoNyJBZg79fPyqX/TDTqkCMSm6EuXObxXyz+P/v+83r2VKfzZ7/IDGfSIDWLvGfWr+kZKssMxJWXtEPtycd2ifyHyQM/c4tV8+/TRLON/K/005OZaDvf98s8zvXbLaf1oj8JxLma+4+pnsM6/bHu1NaghJ+Uw43wFRAsuvb40YR/zaRub4+/N5mi/yHDYRE/G8diPgXBEEQDO7o/U47OSZqd+gyqByoW5z360eVupJYLD1sXU6SG7kiTcw3C9g6R21kiP+gmv2VlVBX1yz+ATSYAUyWMiMLF5pqL24vdkcT5hv3oyMi/0HC0HteWufn+S8ocNaJImjBifz37u1UBtp1V7OsPSL/fgm/lZWZbTDcY9hYDL77XfP80UedYwaJ/1gMfvUr8/yaa5z17SCqNW0/9j3vdyFK5L9XL+e5iP/Oi4h/QRAEwfDWW0a19e0LP/xh+iyADV0ee2xm2NQrzvv1I954L5OPaqBAGQVRQg3H8wzn8Ie09Zsj/yWO5SityVdYzf6UVckt/psohNtvD73MZNJcxqJF6V7sjsZPqIZ16u0Iz3+UyL/dR66e/3xtPzby37t3+nmC/z3NNfKfT6nPqqpM8ev9M5kwwTy61wsrD7rXXuZxp52cZW1h+7HH9t47ifx3HUT8C4IgCEYBn3qqeV5QAHfc4XT6tVRXG8uPWyH6ifNU+9LEe/tRUGAGENvxFffxnYz1m8X/3mObFUkdRsk0Uhhesz9lVdqkHMXRdNTX4dxzAy9z4ULYeWczkeH1Ync0bgFpx135Rv7bSvxHifyHCdhsdf7zFf/du6cLWntsv/uQLeHXG/mP0uTLez3xeHqajN+fiW2f8cknzrLPPjOPH3+ceRx7X9yWqXxsP1Ej/957FyXhV8T/1oGIf0EQBMGolS+/NM83bDANu/xKjAweHJ7sC80KoOTj92lKKYgqZhCjOkPMN4v/M+PNodtm248KKfNpSSTYVNjb2d/MRwJXTSbhkENMFRYrarPlE7cn7ttqxVwUz3972n60zr7vKJH/1vT8f/WV44e3hEX+o9T5h9wi/37H+eEPzaNS/mPY3XYzj1b8J5OOteecczJnpPzEf3tG/iXht+sg4l8QBKErE8Xc7tdFaOFCkzlpKSszhupFi9IVqTfZF+CuuwD4jF1pwiiFAazwbcDV7PkvKm0+XrP414XZa/bHYmzqNcDZX7fggYJ7fOOmsxQHckePo4j/joj8r1tnqrSGfZ3CIv+5lPqM6vlfvz7d8uM+dj4Jv60R+Qfn8xk61Px5ecew221nqhL973/mdTzulAddsyZzRipM/EcZKNXVwQcfmOvPlvALwZH/sHshnv+tAxH/giAIXZX582HMmOzm9qAuQkuXOkm//fub19mSfV3tS5ewe/Pieop9a/Y3R/5f/yf8619o3J5/BU8+mTUsv2mLo2SCPPJhPcyC8onbm5ZG/t2isK0i/01NZmIo7OvU3p7/r77KFP+tFfnX2lxPPh1+7czBSy+ZcbMXpYz155NPnO+n3Y9fu4qWRP6TSVN9qL7enFdYLknQvYti+ykvTy9hKnRORPwLgiB0RZJJOOww82ufzdwe1EXoppvg8MONupk1yyjkoG5DFleZkwzx76NonDr/z0NdHQ0UoVM/TY0UGnUTEpZvbDRipnv39P15CethFpRP3N64xZYdc7Vn5L+wMPP+BQ2YVq4M/jpF8fy3dqlPr+0nyLoCuXn+w67FYpOgvT0ZbLWfsGNZ8X/ZZcFdfC0t8fzH4875aA2zZwevGxT5j2L7Ucqx/oj477yI+BcEQeiKTJrkhB4h3Nwej8NBBzmv3dmJFRVGLUybZlqoHn20/3oW10DiY4Y2L64npeQ8iqbZ9nPMcVBS0hz1h5T4z1Kzf/Nm82jtBkHiv6rKiei62X774Hzi1iCXkqK52n7aw/P/hz/4r1tfH/x1svvwE8yFhUYgRin1mYv4D4r852P7se9Zf7x7f37Y8/Tec/vn5/e9swwZ4th+vHjH1fnafuysgvtefPxx8IRatoTfsIEQOH+LIv47LyL+BUEQuhqJhLH8eAkytyeT8N57zut+/RxF3K+f+dW31qELL3TW88tidDULW8LulGIqBjWLf4+iaY78jx0PJ55IrXJUWSNFcNJJoWH5TZvMYzbxH4/DUUelLysshFdfDc8nbgm2pOjChcZ95feRuMnV9tMenn9bAMqPoK+TPbaf7QeCPfItsf1ETfhtbDSCOUyYFhaa992R/yjVcbzXFCXyv9tuZj1v1N9vXJ2v7cdv1qu+PnhCrSUJvyCR/60BEf+CIAhdjbDsVb8oujcTdsQIRxE/+aR5tNahq682r4cM8c9iBDP4KC1lCbuzh1oMpMS/j6KxgqKhwWxXu+Mg573S8qxh+ajiH+AXv3Cel5bCgQf6e7Fbi3jc3DIwYuuww8J7CrjFoxW+HR35t7Xo/aK9QbkSYZF/CBb/XttPlITfxkaTJBs14ddWrw0T5JBeGce9Pz+C8hiqq801BA2CAJYsMY/e3IpYLPOrb2dNchX/fq6+4uLgCbWWRv5F/Hd+RPwLgiB0Nfx+7cH4T7xRdOsJcCuKuXPN8kTCNP6y1NTAP/9pnt9zT7ByjsVoOvJo/sdu7DXC/MzUU+w7U9Ac+W8w29Xe/2fnvb1HZw3LW/FvxV+Y+LcibJddYJ99wtdtKT/9qSls5BZ11dXGjRVEQ4MjmHKJ/G/ebD7aZcuc91q72s+OO6YvD+u9li3yX1IS7PnPNfK/YYN5jJrwa8V/NmFqa+LnEvn3HmvLlnDLD8Cf/uS/XOvMr75SmfcuiuffTsa57+deewVPqGVr8iWR/60fEf+CIAhdDftr72XjxszQc1Cln8pK88/V6GshIxjZ8DYLGWGyPUPC2C/HjqeWMrZf/C8A6gvKfGv2N3v+UyKrdtAeze81lmX34+QS+beX8stfGpuIX/S5NUgm4dprMxNAwVh/grzW9fWOWMzF879okfn3xz8677V2tZ9HHzWC0UbMw3qv5Rv5z8f2Y7v7Rk34jWLFgdaJ/GdLLAb42c8ylykFt9ziv75X/Ect9ZlIpN+j004LXjco8h/V9mP59NNo6wntj4h/QRCErYVcskcTiUzFsnp1ZomW66932slarJ/DNYOQpJxjmcUi9mIys0h+sSmw3EsyCWfMOh2Ax+qmAFBfUOpbsz8t8k/uvnVbFz0X8V9WFixAW4N4PNzqEeTKamjITfzbwYUt6GSTn7NtF4Sf+LficvRoM8A45RTzdQlyfLmPnavnP5/IvxX/URN+o9p+con8hyX8Zov8f/vb6a+VMtsEReWDxH82i1Qs1tx+o/l1ENki/2EDoWQSXnvNPPdrVCZ0DkT8C4IgbA3kmj1aUuKvfLwlWl55JX2dggLHz+GaQYiTYBX90RSyiv58p/Y3geVe4nH4arNRI5voAUB9A77rt1T85xL5t/suKwvuytpSvPXavYT1FHBH/q3bKux67Dp2EOC+X60d+belR4cNM8cbNix4P9nKY7am5/+rr8xj1IRfG/nPZknJJfIflvCbbZARj2cuGzgweP18bD+W8eOd51E6/Hr//pYvN4+LFwdv6y4punZtcDlYoWMR8S8IgrA1kGv26MqV/svdJVqsUnX7U7SGQw91XicSJAr/j2eZTC1GydTQjWc4nkT1qRlh7OZmwdqoi1qMyvoHB/iWhwkS/yUl0Tz5+dh+SkvbLvIf1k8gzCcP5h5YkW334Y7me3nppeD3WtPzX1joCEIrsq3o9iOsyRdk9/znUuozKPIfJGCj2n5s5L+lpT7DIv9+jee0Tq/Q6yVf2w+YsraWXHMYkkln3P6Nb/h/x70lRcOqCwsdi4h/QRCEzk4iYX5Fc8kenTvXPHpDgu7Qs59S1Rquu855HYtRWXgz1XRPW62aGJXclBHGDhK/z3Osb9g7w/Nf65xmFAFrq6VYwdTRtp+gXGtIr6DqR3195pjtmmuC18+WPJwrQeK/1Gm9EEn85xv5z8fzb88j14TfqJ7/qE2+IPfIf9DfStC4HfK3/UD6QCTs3voNnOJxZyDq5x6E8PQhoXMh4l8QBKGzM2OGE7J0E5Q9mkzCxReb5wUF6R6HQw5xQs9VVZn+Bx+BXnX4i3QjPRxZTpIbxz+REcauqoJYSaayO4IXTXUgz/pBkf8o4t8djbz77vT9+eEV/21h+/FWViktheHDzfNHHw33Wm/e7ESyLa+9Fhw53Xvv4H21ZuQ/V/GfLfIf1fbTFgm/779vHsMENuQX+fcr9Rkm/oMGimGWqpaIfzdRIv/2O+S1sgVF9IMahYf06BM6CBH/giAInZ1+/YLf8wurTZ1qDLdgIvnuhN5Fi5zw3LRp6ZafAF9K/JgvOJQ5zmps4fjylzjn5TMzDh2Pw2Q1i0IamteFJipYCEuXZqwfJP67dcsuYONx51Js4m9U8V9U1HYJv4kE9DCpDuywA3z3u+b50KHB29jz80vTCIqc+l2rFepbY+Q/34TfwkLonj4x5Zvwm0zCj39snl9+ebhrLpfIf5DtJ1upTztQ9I6/d9steJuWeP7d60Xx/NvriRrR915PNpub0HGI+BcEQejM3H23Eex++IXV7r4bZs92XtfWptuF3HP28Xi6Yiko8Pel7LADV/Lz1AtNf1Zx34GJwDB24raNlFHbvG4ptdQXdoObbspYN8z2Eybkvf5iK4IefTR4m/aq9hOLwQ9/aJ7/6U9O3XM/n7ubwsJMwVtWFhw59SslakVwZ478B3n+vbafP/4xe2Grr74ylh9vwSo/20887swUfPlleDJqLpH/INtPtsg/mO9xv37p5x+WjNwSzz84uTG5RP5ziei7ryesHKzQsYj4FwRB6Aiilu2cPt1f5YF/WM1vfbeis3P255yTrp7teo88knmcG26gEaMI+vAVs5hM7B8vBPpRYj84k0N3/JAS6pjFZEqop37onr4hwHxtP0F+aZ9qos20l/gHZ7Jm5EhHzHq7uHrRGnbfPV38HXBAcOTUb3BkI81ba+S/sNB5b906E0kOi9CvX5/p93cf22tdsfuurQ1PRvVW+8kn4TdKk69YDJ57Lj3an6v4Vyp7112LHYjmEvm3EX07mAuL6NvrGTEivBys0LGI+BcEQWhvbNnORYvC1U0iESz8AS65JLf1LdXV8Ic/ZB7Xz2OSSMD77zeX7DyBp6lgUdZMvu4H7s2QomVUqPcpLmik/rAjfdfLV/wH+aVtqoMfLSn1mUuLBUgXwFb8h0X+tTbbnHhieiT40kvDt/Fi70lnjvzX1sKbb2beS2v7cX+Gq1aFR+ht5N+LN/KfazJqLGbOx56jLXPpR0tKfYJJhXFX/clF/NfXm2XemY8grPgPmynws0wlEs73OFtEv6ICFiwIbgAudDwi/gVBENqbqVNh2TKj3sLUTWVluGI85ZR0RZNtfUt5OZx9dmZY0m8uP6WONqeq/dTjUg0hmXxNBUUUDBwAI0ZQ3Kd7+nbu9fL0/HujkVbMnHBC8Db5Rv6jjtXcuCPGUcS/Xb+83EROBw82r8O83GGR/7YS/8XFRhjnG/lPJuHtt40w9t7LxkZYswb+/ndnWbZykevXZyb7uo9t72uuyaj2PtrB1/XXB3/u9ru3eHH6ADGK7cfivse5Rv5zSfa1wj5sMOOXLB2LmZyV7t0lot8VEPEvCILQnlhPvg3b1tTA00/7qxu/ajzghPm8A4eqqky1oRSMHevsp7DQzNknEnD44c56QXP5KdVkxX8dKaUxfnxoJl9jIxSWl8GCBRR3Kw4U2i0p9ZlIOKLJRn+jJPyWlOQm/uNxkyqRbazmJtfIvxVaxcUmYvqnP6Xvxw+/yP8HH6TvLxeiiH8wYjvfyH887twH771sajJjYm+d+7AIfbbIv71/drBol2dLRrXi1uYIrF8f/LnbfV59tTNA3LjRXGc224+lJeI/qt8/mTQReTAlZIMGM0HdkWtr4bjjJKLfFRDxLwiC0J74efJrakw5Ty/eajxg1KR74OAOi3rXVwqOPtrU/Lcm9LIyZ87e2obCsvNSqmlToQmv1lFiFM3LL4deZmOjE0EME9phtp9sTb5iMTOu6dYNrroqfX9+1NQYkaWUOaempuzHsF5xO3CI2rgo18i/vT9WeFnhHCb+/c7dCuewRlFBtJb4D4r823tpj+G9l01NMGRIbhH6qJF/e3ybEJ2t58K8eebRfi51dcGfuxXfGzY4A0TbuTefyH/YNi2J/LsHXmGDmaAyqRs2+A+0hK0PEf+CIAjtRZgnf8iQzGXeajyQqQbdYVHv+t26weOPO1l45eWw116Oulq3zjzutlv4XH4iwebu/QGoU6UwZ07WeX+bvAm5i3+ljBiKYl0pK4MxYxybTDbxb6OqQU2gvOTbuMjut7DQEXZRI/92Owi/nrD0jocfDj8/P1o78u8V/9nuZVMT7LxzbuUiv/wS/vKXzPwBv+h1LAann26eP/ts+FfYr2pU0Of+7LPm0X6+NTXmzw3aPvJvPf/Z8KuOFTSY8WvypbUR/7ZakLB1I+JfEAShvQjz5C9YkP5L7P21hvQwssWGRb2deCC9ek9FhVFR7i5S8+ebxwceCJ/Lj8XYfPJZANTvPxHGjQu9THDKNkK4+LeX5xb/paVGgEQR//X1Zv/2WFHFf1BjJi8R+6Bl0NhoBjHu0pVh1X68kX8/AeYl7FoXLco+O+Elqvjv3Tta5N9r+8nmu7ffmajlItetM39OX36ZmT8QNLjr3du8N2pU8PmDf1Q86HP/1a8yl9mefG3t+V+9Gj7/PHsiei6DWL+BU02NOa6I/66BiH9BEIT2IqhEDWT+Evv9Wjc0OGFxMArWhkX91vdW79llF1ixwoTxkkm46y6z/FvfyprFuqm0LwB1Jd1D17Pkavtxe/5LS40I7AziPx6H/fd3XkdtXNTQ4IioXD3/4Ny7888PFnZhkf/6erjssvBz9JJL5N/bidhNUOQ/WxMoO1sUtVyktdb45WIEWVei2mSOPTb9ddjn7nefbVpO1Mh/UVF6Kc0g3OI/mTSTcPX12RPRc0l49rt3GzaYR7H9dA1E/AuCILQX8XimqrB4f4mrqvyr8dx+uwmH2tc2LBolRL3LLiYkOWKEqThk1UKELNbNm81jlGJC0DLbj438Z/Pj2+3cwilsm9ra3G0/YAS4JWrjonzFv93GzhIsXx4s7NzX6lfqUalolYksre3590v4DYvq21KfkL1cZCIBL7zgvPbmDwQlrUYV/95+dEH97wBOOy1zmf08okb+wbnPUcV/PO7komT7E86l+67fvbODPYn8dw1E/AuCILQn112XucwdwbfE46ZuoMX+Wp97rgmLFhaaaj02nDdtWrpy8/t133578/jBB6bikP11j5DFasV/1Ao5UW0/YeK/M0T+3ey4Y/Qyh+6Zj1wSfu15XXuteQyrMOSO/PfokSkak8lolYksuYj/zZuzf6Z+pT7Dovru70w2Kisda43FPXnWksh/IgGvv56+LKj/HfhX27H3YO7c8GO5yUX8Z0ue9iOqnUoi/10fEf+CIAjtiVUVO+1k1CSkR/AtyaQpHG5xlyepqIB99nHCfpCZ7OsXqvzDH5znXs9IlizWTZvMY9TIf0ttP51J/NvbfMkl0csctiTyn0jAq6+mH99P2LmvdeDAzImiqJWJLLmIfwi2/oRF/iE4qu+eLcpGtokue+8//zy99n5dXeb1ePEbWPj1v7OEldq8//7wY7nJRfznk4ge1U7lF/l/913zaGsECFs3Iv4FQRBaStT2r8mkU9KzsBD++lfH37J0afq68bgpFg4mVDdiRPqv9U47wcqV5rk3DAiZocpEAv71r+Bzy5LFmqvtpyWlPnMR/7nYfmypT3tO7uOGYYVgWMKul5ZE/rNFtS3u8VuQoI1SmciSq/gPsv6ERf7DcNt+shGPwwEHOK+9E112P3/6U3pztiiR/1wbglmx7IfbMpaNqOK/vj73c7RE6b7rjvwvXGj+67niCrNsxozcrGRC50TEvyAIQkvIpf2rW9CvXWuMxUVFJqzu3tZb6Udr4x9wh3B33tl0RBo50mQcZkv29VOUlhADsB3XrF1rXke1ybiFXD7iv60Tfq1gyyXyn4v4d0f+ragL294d+Q9K9/AKO/e1FhbCL36RnyC0tJb4zxb5DyIX2w/ARReZxzAbi7v2/ne+E038W3+89e3bvnhBSd5+kX97HX75AEHY72a2Ov9gcvQnT07fNkoiehTs97a62vzX9v77zizPunW5WcmEzomIf0EQhJYwdaoR4dnav3oFfU0NPPWUf7vTKHP6229vfokXLTKvsyX7hlUaClBO7nGNnZhoz8h/lITf9rT95Cv+c23yFY+b3myWIGHnjvzb7VoiCL3iv7HR/MtX/Ldl5B+c+zt4cKaN5e6709e1FqjFi6PXxbf793PlufH7Xtht2yLh1x4zkXAGKFET0aNgP7errzbFwdzU1uZmJRM6JyL+BUEQ8uXuu03ibFDHXTd+gr6x0X/bKKFfW+pEazMwcCsfP9XnDWda9bvHHoEG4Hjc1BHX2hF0nc3z77X9hG2Tr/i3EybuFIts5Gr78Zb6dH+FgoSdW6hbsZlIOPciV0HoFf9W1HrFclTbT66R/1w8/+B8do89lmljmT49c/3qajOQjdoR1/6pZLuOH/wgc1mPHuaxrcR/XZ35zLU26UBRE9Gj4B7s+v095WIlEzonIv4FQRDyZfr06ImzfhmKXuy22YrLJxLGuGupqXHm5cM8EImEozDs46OP+hqA7USFV/DaxN9stEapT/f7QeQS+XeX+szF898ekf+PPjKPy5ebR9uMqm/fYGHnjfyDWa9vX7N9roIwSPwHRf4vucQ/zaW9Iv/eCkmWoEbaJSUwdGg08e/On6+uDp/Qe/75zOU2MTZqnX/IXfzbwdd110VPRI/CeeeFv5+LlUzonIj4FwRByIcghQFw/fWZy7ylOIuKMtWR+1d1/Hjz6CfmKyszlahVXEVFJhTqp/piMRP9LyhwlM0JJ/jmKfhNVEBw2oCXlpb6jBLJh87r+W9sTO/WW1AQLP6TSSeh8sornfteXg5nnBEs7Pwi/3a7E07IXRBGFf9WgH7xhX+aS76R/1w9/0HiP6iRtlJmYBSl1Kc7f76+PrcJPTdtGfn/8kvz3A7GWoOgwYzFryqxsPUh4l8QBCEfghQGmLabXrylOEtKjEKzv+buX1V3910/Me9nC7IUFsKttwaf96hRRtVYZReQpxCUIhBVnLWG59/9fhANDW3v+c+n2k9DQ/rYzt2cyUs87kzcfPWV83GUl5uocxB+kX/7PJf+BZao4t/aXILSXFoS+c/H9uMV/37fXaVMf7woCb+5lNEMS6UpLg6vBOQl38j/dttFP0Y2KivDv3M779x6uQVCxyHiXxAEIR/CBLg3TBhUivOII0woEqBnT+dXNR531IefmI/H4bjj/I+drbj7//5nHrPkKXiTR8FEMZuagic83HhtP0H2mjDPv3t5EPX1bV/qs6W2HzDH9dvefjXswKCuzvk4unULn2kJivwXFUW7Li9RxL89X0tNjXGO/eQnmeeVj+e/NSL/3m62YBKozz239Ut9+h3LkkvUHzpH5D9oMNOrF+y1V+vmFggdh4h/QRAENz41+33L+MfjcOih/vvwhgn9Qok1Ncas+9e/mtdnnGF+VaO27nSXI8l2fDdPPx15fe8hd9vNPEYRlvnafmwTplzEf5TIv9b5235aWucfgiP/YVHmXCL/7mOFDbbC8Ip/e75u8e93vlqbr7Jdnm/kv7VsP+B0swUzrn78cfO8tjZ6qU/7XclWNcl9LDe5+P3BGWR+8knwOm0d+fdee0mJuX9vvGGSpVszt0DoOET8C4IgWHxq9oeW8Z80yX8/fmU2vd4Ju86++zqlQSC65yAWM9sWFWWqmbCMvAEDsp+v6xBu7CRFlIo/LbX9RPH821mIKOK/vt6s2xGlPiFY/IdFmbOJ/7DIf1vZfoIiw4WFjv2nvav9+Il/2822oMAId3vOUSL/4Aj6sPx577F69UpfnkvkP5mE114zz08+OTiPwJ77Bx84eSKtKf4h/dptL0ER/V2LthP/SpWh1DyUehelFqLU9a73zkepD1PLb3Ytr0SpJan3jvbbrSAIQpvhrm2ZMjP7LDIkk/Dzn5vnSjkKxC8jzpvs6w0l9u9vdg7+VYGCxPxee5lt3b/MYWHKRMI/rFhRESmDz4qMthD/+dh+3LXxs4l/K+A7m/i3kVZ7PqWlzseXzfYT5vlvK9uPPV/vpJM7KTbfyH9tLfzlL9kbZVvs/fQT/2C+1v36pUfgo4p/K+hHjIhmdamoMC0/3OQi/uNx53sW1i7EnvtFF5mEa8gtryAKuV67sPXRlpH/WuBraL0PMBr4OkpNQKlJwAnA3mhdAdwCgFIjgNOACuDrwF0oleN/HYIgCC58/ToBeGtb1tSQeKIns56qdy9yHDjxuFP3sqTE+QXu3j0zTBiPp6vYgoL0ddziPx6HIUOc98LE/MCBpgvPkiXmdbYwZVA2n+3glQUr/g84IPstdUdx16839y6sLGQ+Cb/uyG++4j+KSG5L2w+Y71PPnuZ5377Ox5dv5L+1bD9BCb+JhP99thNU9r1cxH8yaTzsX32VvVG2JSzyb+nWLf0eRhX/YAT9ggXRo95+Y/Yo+PX/C0rbsefu7rHw3e9GO04u5HrtwtZF24l/rTVab069Kk7908APgBvRuja13urUOicAD6N1LVp/AiwBxrfZ+QmC0LWxfp2FC2HMGJg/P3x9H7tNZcNPSNalK4vqaqicviX917q21gnDNjami+mgZN9HHnFeu8V/Mmk6Blv69QsW89ZobAchYWU+wd+zUVYGN93kv76H7t3N40cfZRdo1r+dTDqXeuSRJproHgS4bT9a5+b5z0X8WyHbklKfuTT5ihr5B/ORXHCBef7AA85HVF6ef+S/Lav9xGKmmq1tgmWxE1T2M8vF9hOPO8cOi3y7sdcYJua99zAX8Z8r3vsUNfKfS3Whv//dPLq/S9JxV8iVtvX8K1WIUu8Aq4EX0PrfwB7ARJT6N0q9ilLjUmvvArh+8VieWubZpfqeUupNpdSbDfmENgRB2DrJJYoPZg7+s8/M8/p6OOywcLXqo2aqmEGsIF19lZfDjVzhn8ALsHFjujIOSvZ1/7IXF8OHH5pri8edUKVSRi0HiflHH01/3dgYXubTlc23kBGMVAtYeNiPIhftfvll8xhU4tF7KoWF6YWLPv8c3n8//fa4xb87wTSK+Lc/AZ3R9uOu8w9GcIZt37+/eXRHWr1Ray/ua33qKedPoy1tP5arr4ZTTvFPis018u9XQSiKoHXbvoLwWqfaUvznG/nPpbrQb3+buUw67gq50rbiX+tGtB4NDADGo9RIoAjoA0wALgMeRSkFKL89ZO5S/15rvZ/Wer+i1ja6CYLQOQnNuvXh7rth9uz0ZdXVwQm6AK+8klHDMs4DTFazUMqomWaBc/voTEVUWOgMHtzKuKoqPCE3mYS//c0opkMOgWefddST1jB3rr8KSiTgH/9IX9bUBE8+Ga6aEgmSfQdxLM+xSO/J5EU3h95Ot4D74APneTaB1tQEixcbUecVoitXZiaHNjY6YvNXvzIDBbs8iM5s+/HW+S8tDc+V8BOyuVT7cdtl2tr2YwlKis018p9L5NuNLfPqnYFw057iP9/Ify7VhS66KHNZWZl03BVyo32q/Wi9HpiD8fIvB/6SsgXNA5qAvqnlu7q2GgCsbJfzEwShcxOYdRvA9On+xejnzw8W0u7Qo/utxrMo1Ua1NQucadP8PRd+tfO963p/2d2R/i+/zFR7QSqostJf4dXVhaumWIx4xb9ZrfqjKWTV6oLQ2+mOSHqj5GECrbER/v1v/3GaOznUPc5Zu9Y8X70a7rjDPG9tz78VaG3d4TcX249dH9L967nU+QfnTyPI9pNt8ixX8R+UGJpr5D+XyLcbW+Y1DPc9dNvK2gJv5D+XhN+o1YWmTctcVlAAp54a/ViC0JbVfnZAqd6p592AI4APgKeAr6WW7wGUAGuBvwKnoVQpSg0BhgHz2uz8BEHYOkgkjFL0zboNWD+sC1WQkA4If8fKYd/d19Otm0vgeLv1NjRkhqitMvau6072tYOOMAUapIL8ZhTALAtRTYkEzHq9FzXaKJVst9OKMr/oaphAa2yEAw8Mdix5k0MBzj/fPGpt3FN2P0G4bT/ZEoQ7wvYTNeHXfR65RP4//TTzPJ95xuSAe8eFUSbPchX/4J8Ymmvk39tQLltdfUsU8e++h/aetJft5/nno7sUo1bY8RvvNzVFy5EQBEtbRv53Al5BqfeA+RjP/7NAAtgNpRYADwNnpWYBFgKPAouAvwE/Quss7V0EQejyzJiRGf4MCzlXVgarrDAh7ddWs6gIjj+e7fbakeHDUwLHL4E3qNb+5MlmXfdgxJ3sGzLoAMJVUDwOJ56YrrAKCuCkk0JVU64WCytg/cZTYRVCm5pg1Cj/spDgfBTu2/jKK85zK4a9aQ1u/CL/y5b5R7dbIv7ztf20NPJfXm7OL8jC47ZhWaqrTV6Fd5sok2f5iH8/8qn287vfOc+z1dW35Br5t/e/rW0/9pzWr49euQiiVdiZMSNzWdQcCUGwtGW1n/fQegxa743WI9H6htTyOrT+VmrZWLR+2bXNz9B6KFoPR+vn2+zcBEHYehg8OHNZmMm1qso/0y4l5H3VqrcOvyVVdzFNuPmp54YGExp3//off7wR/mHJvkEdkyBad6FEAnbe2Xk9YEBW1ZRLGwEIF8dhFUJttR/vKYJ/cij4W1xuuSX4GH7i/5e/9I9uf/SReVyxwtkGonnjWyvhN4r4d29jbSNB1p899siMrpeXwz77pH9uPlVsfcVia4n/fKr92M+jf//oteU7m/i3f1fuQU/UykVRSCTgpZf835OkXyEXpMOvIAidl0TCKDkvTU3BJtd4HMaNy1weJqS91hyrDi6/HGKx9CZVQTUOb7/dKb0Zi5ljZVPa3kw/N0OGZFdBsZhJFh46FHbf3fgGsqimeBzGu4ooZ7NYrF/vv7y0NLxCqLW9WDvDHns477k/imzi2y/B0eJX7WfTpszodjIJ113n7C+ZjO75b2w06xQWmuOF5SB4z81r+wkbPNTXm6+Vexs7hg2y/uyyi+kq600U3WOP9PsadbanIyP/VpjPmBG9tnxdXecU/+5BXmtG5YPadEC0HAlBsIj4FwSh8xJki6mrCw+n7befeVQK+vQxz2+5xV8Y+9l4rLhPKYs08e/2poBRTMcfD+eea0y+hYWmoH0sZpT26NHOun5K22b6efniC/9ZDy8VFabJ1+LFkVXT97/vPA8bEyUSwYL18MPDPdluz3tFBbz1lnM895jmyy+dbdxjKivqpkwJPoY78m/tQXaZW3TF47Bhg1m+bp2TFOtePwgbLe/VyzxGjf57bT/Zqv1414fskX+tzZjPmyjqrfYTNaE2SPznKpbzify7y7xGJVfPf3vZfrwDxNaKygdNFPo1FReEMET8C4LQeQny4kNwOC2ZdAzERUVO3XvbocqL3wDDqp5Uvclmy4YdKLgN8FrDoYea5xUVxnPh3t/ee5vHIBtPLGZadHpnE7KVJm0BVhjutFP45EKYYLnhhvBjuDv8giO4fvQjZ4ziHVy4b2vv3uYxaqnPqqrM96urTeEnd051ba356tx/f7R6+F7xH7XRVz4Jv17xny3y39RktvEminqr/dgJJivGg2Z7/MS/21IVlZaI/1yEeX199vW7dTOfma30k+sxcsHP9gOtF5UPmijceedoORKCYBHxLwhC5yUed8Szl6BwmrurVGEh/OUv5rntoOslyJrTowfcdRcsXOhE/v0GClo7nhIwqvWll0zGaTIJDz1klod13/31r3MrTdpC7CVcdVX4ZIGfoPZMigRiPf8WW4/dLYArK/0vu6AArr3W2U8Q7iTZq6/OfN+K5yDLS9qMTgA26t7SyH8Uz7/3nmYT/1qbe+VNFPUb1CQSjugNmu3xE//5lMVsasp9wJCv+I9i+wEzAGgv8d+vX7Sa/fngLgm6006w117RcyQEwSLiXxCE9ieXbr0jR/ov9wuneSPzNTVOW9og8R+PG8+8pawMjjnGKJ9UuY5i6o1IzObhTyaNYK+tNSG6M890lFthYXD3XT+VbWmDLL7Nm81jNuEbjxuRYUVsWRkcdJB5HhYx9/N823xot3gOuuwbbzQpDxAt8l9UBGeckf6eFV233x5seQmqh+/mv/81j1ZkRhX/uSb8+kX+s9l+mpr8S7D6DWpiMTOOLi8PFoutJf69sx5RaGvxv2VL/jamqNh7td9+0Wr254O7JOgLL5iUqKg5EoJgEfEvCEL7kku33mQSHn7YPHdnQwaF04IyG8EIb7/Bxvz56UnF/fqZwYNVt6tWUfLK34048c5E+DXsskptxQp4+mn/xl9egpKU2yiLz96iKGUu7WlYIWMTcHMV/5ApgONxI96sgLXR4jPPzF63333+ftYUK7qsVcI9gLEfWbbIfzLppJYsWGAec4n852L7aUnk30uQnam4GCZMCBaLXTHyb+/hli3tF/nv1i1azf58iVISVBDCEPEvCEL7kku3XreYLilxFEWqBGcG11+fuaxbN7Pdl19mDjaSSTjsMEegKwU9e8Lf/+6ooJoaij/+gPraVAh6zz2ddd1hPTvrYFVXWOMvP155Jb1EaWv7BVxEjfw3NZlb861vOULGpk6Eif8gz7c38g/mkq0YswI9FnOEc1TPv9di5BZdiYTzvF8/5yPzJsZ6icdNgjA4552v7Wf9erOtHUT4XUtrRf6DxH82j3xBgfm87Z9DV4r8V1e3X8JvSYkIdKFzI+JfEIT2I2rBcfe6biViue02/3CaXyWevn2dfXgHG5MmpYdVtTa/2J7Zg+KGauobC9Gbk8a3D5ke/mwNuyA8kh+LwZw5Tii8tf0CLqJG/q3w3nlnR8hYgRpF/HsFoJ/4b2qCQw4xz7fbzjx26xZN/PuV+gTjhXaLrlgMvvlN89w9KAiz/divnxWMdixoP/5suG0/7gmsoMmu1oz8B81o1NVlF/92v9A1Iv/uAVR7Rf6znZMgdDQi/gVBaD9yaS/rt65VNH4VgBIJePbZ9GVNTUbw+1lvEglj+YlASbHZvuGc7zoDF6+H368On1sBRYnkjxsHb7/ddn6BFDbyn63SjX3fLeKjlMiMavux6w4aZJ6vW2fEZmGhc+vyjfx76d3brOdOIQmz/QSN5e68M/h83LhtP+4c9NWr/Se78q32ExT5b2zMTKbOVhff3kP7+bVn5D8fP35nFf9PPRUtnUkQOgoR/4IgtB9VVZm/vEHdev2Sa+0v+fe+l/nrGtQBx6s27WAjLJF23DjnPEtKKN5rGAD1s2YHe/i9dfiKimD4cPM8l0h+O/gFco38u0VpLpH/KLafpiZTSUcpcz5W8LbE9uMnCP2i3mG2n6Ca6v/3f8Hn48bafrxusKDJLr/If5Q6/0Gef8i8d1Ej/y0V/94yr1HIR5hHafLVnp5/+xl/9VX2dCZB6EhE/AuC0H5Mm5YZjiwo8O/W69cg6+tfN88//zzz19XP719cnPlLb603QT0Exo839qG+fc3rHj0oPn0qAPVbPGrZO2vhbthVWmpC2kVFpppQJ6rHF9Xz77bVWKzYak3bT1GRqawKmeI/LOE3yPbjF/n387uHRf7tWM5uY687ausFG/2OOtkVFvn/2c/8I8lh1X7sPr3HyFX85yOUvWVeo9DWtp+zzoKPP879GLlw8cXO82zpTILQkYj4FwShZeRStjMez1SNTU3Bv5JHH20ebeTcrXS8v65+fv+TT4YTT3QUQmmpY72Jx01DLjfl5aY0aCxmxDrAN75BSXcT/qwr6ZG5vnvWwtbhKy83rVdfftlcb319tG697URLxH+UyH+utp+CAqeOvh0ftUXk37s8W6nPRMIZlOTS5EtrZ1ATtbuuX+TfXvuqVf6R5GyRf+9ntDVE/nPt8JtNyNtYw7Jl8POfm+dtIf4TCfjb35zXYelMgtDRiPgXBCF/cinbmUiYX0Nv5D/sV3LBAqNIhg41fou//91/O+utcGM77yYS0KePWdanT7r1xnbmBaO85sxxlNro0bDjjvDwwxSvWQlA/bARzvpBHv6KCpg6FT780FE0nSwMGNX2k6/4zzXy7xb/Ntrd2p7/INtP2D2IxZzSprajcZRqP267lJ1B8Bt/eq/Fe95ui5HfVyjM8w/+4r+9PP+dJfJvPzetYcMG8zyfa8qGn+swrLiXIHQkIv4FQcifqVNNSC1K2c4ZM4LNy36/ksmkEfRNTeZX/o47gv0TYZ13YzH43e/MsksuSQ/Dvv22UUq7726eu2vtJ5PGvLthA8W/uQ2A+n32M2orm4d/zZr0EHEnCwO2RsJva3r+/cR/S6r9BNl+vEIxW6lPcNxfo0aZx0svzT7J5b1viYSpIAuw/fb+Xxtv5N87nvX7CoVV+4HWsf10Zs9/NvGfSMCrr6avD07T79Yk6gyPIHQGRPwLgpAfd98Nsz0JsE8/HSxww2wvfr+S8bijFFetMtsH/bpWVWWqFPc+bS1JtyJJJk2kP8iW47IolWxcC0Ddh59E8/C/+GLmsk4UBmyNyH/YtkGRf6/tx9aUDxP/UZt8uSPgUSP/UTr82q+g3efKldknubz3LRaDq64yz++80/9r4438R8kVyCfyHyaubRNsO7jpjJF/t8swm/gPqgEQ1lA7X7z5/m3YpkMQWoyIf0EQ8mP6dH8Lz4wZmesmEulddN34/Up6a/zX1Jhf+xEj/Fu1xuOmGH3QPvv0MSpm5UpnnXPOcZSfd9bCHj+lYovrjYKof+u/ZpswD38ikXlfwKiaThIGjOr5z7faT5Dn3xv5t7epNTz/bhHsJ4hzTfi12PP96U+dc842yeV333bbzTzasqZevJH/KJHk1vT8J5Nwzz3m+bRp5nVdXeeK/HtdhtlsTEEVm6wVqLWx+f5t3KZDEFqMiH9BEHInkQgOyQ4ZkrksrAGW14cftH51NSxd6mRgurv8JpPpwt7dxhXMr3HfvkbdLFyY2RPA66nwHL8YoxDrdUrRhKm/ykp/xapUpwgDNjU50dC2rvbjZ/txR/7tVyhfz7/f+UFwg6t8bD/2fN355NlcXH52qSArjvuc3ddhI8l2IOM3Rs6l2k9jo1k/SCzH47Bpk3luexF0tsi/tzn4xo3h4t/eQ/s52PvbVn+GNt+/jdt0CEKLEfEvCELuVFYGq5gFCzJVkV8ZTvtLrLUR9W6qqvzbnd50k+Of+PWvnV9Xt0VIKfPr6/7lTSZh7VqT8Td5sn/+gdtT4QkZlmCUSR0pZRKm/vzCjUrB7bdnrtsBbNniRNzbO+G3pCQ98h8m/nOJ/EcV/y2J/OeSzOkX+bfH9lY7svhV+0kkHPHtF0nOJfJvr9NPXHt7EdTWmq/3xo2dJ/Lv1xy8oQE++CB8v+6KTfa71ZYdeNuhTYcgtBgR/4Ig5I6fx97ip4r8ynAec4x57lfHcNq09JkFd9hz333NMptBaasIWbSGuXPThbm7xKjNHwiq/2/Xnzy5+RqbI/+4VEOQ+vOaf5UyJUvPPTdz3Q7AfZvbKuE3qu2nNcR/UVFm9NtPYPv5w6N6/gsLc0vmbI3IP5hjTpxovqp+keRsnn/3scLEddBE25Yt+Yn/L7804/lcutza8wsS5kGTh6+9Fr7fWMyJPYwcaT6TXAcmgtDVEPEvCELuxOOw117+73lVkddiA0agr1jhPHfbaBYuNP59t+orKHDCnraJ1urV5rGyMjyK7/HvN+cPWJUJwXkH/fsDUFxsFFaa+A9Tf27z78CB8Pjj/ut1ANbvDx1T6jOq7Sdqky8/sdjakf9YLLsFx3te4G+XCjpe0LUMGAA77OAfSc5W7cf9GYWJ/6D8Ashd/CeTRpDX1eXW5dYOsoKEeZB//4gjsu/btgtZsqTtGnwJwtaEiH9BEBxyadh14IGZYUc/VeRXckNreOst57W10fz2t6Yyz8aN6es3NcEjj5jnXvFfVRUexQ8Ka65f77z25giAY+AtLqZkv70Bl+0nm/rrxObfXMR/WMJvlGo/XmEaZPspLHTE//33m69fLpF/v+V+y/zEfxTPf0mJGc/ZyZxsyZxhtp9cIv9gLCvWi+8ll2o/7uRoL95uxqWl5rV9ngveIl1R21tkq0Rkz9F+p+xnMX589n0PHWque/VqEf+CACL+BUGw5NKwC8x6RUWmjEnv3mZZQ4Oppe/GT5z7UV1tOip9+WXmezU1TiR/u+2MArDiPx5PL6HiFeZ+IUN3eNEvR8BSUQGjR1P8n38Brsi/32DBb9tOaP51f6zt3eE3zPZjvyJr1pivn/V2ZxP/uUT+/RJ+o0T+S0vN1+OEE8y5ZhvPhdl+wjz/QeJ/82b/AlLZPP9RbT9gBjd2ANanjylJCrmJfzvJZj/XXNpbZBP/dv9W9NsYQBT/flER7LGHeS7iXxBE/AuCYPGW0ggL2SWT8MYbRl00NsLPf26WNzbCKaekK8x43PmlBvPrPW5cpnoqLvZXOJAeyS8oMOrkrrtMiHjhQlPpx5q/vWFZb1jTq0j9cgT+n703j5OsrO7/37e7Z6ZnimWGYRZWASEgjWsQURMRJYIgokGD+RmTWG4kRoNbZKJfFZeMGkkwGiWo5ZrEDRcEBImCxoiAKzC4gILsw7AMMDXTM9PT9/fHqeN96qnnuUt1VU9113m/Xv26t27dqnvrVnXV5znP55zjvs4bbmDBNgmXb2dB/mBhDqCR/8WL+1/tJyT+p6YyceiK/49+VNb14/fGN7Y/V2hSKib+Q7XdZ1LnXwXwxISc88EH5z+ml7af3XZrr9DkUlTtp6ztB+Tj/L73yfo//VN27lXEf5neBDHKlBVV+9XoKHz+87KtbPKuuhRN/BuGiX/DMECE7wUXtJfSyGvYVa+318jPK4LebGbdg0AGApdfLr/irsIYGYmHRd1IfrMptqAHHpCk4Wc/W7aNjcFhh4XDso1G1qp1eroznJyXvLt5c3u1n7zBwhxAxdnSpd0l/GqkuZtSn37FG93vqqvghz/M9puchMsuk/Xp6fik1IYNcN99MiBwRecDD3SK0G5tP674X71alnffnf+YkO2nm4RfyCrV+E44qFbtpyihFjKBvHp1NkNTRfzPpMttmcg/yCTfwoXZAMzEv2FUx8S/YRhS+lKFv5LXsMuvke/W2Pfn+t1mWm7UvNGQCD7AsmWs+4dPc0SyjnUc3n685cs7I/mqru64I0scnpqCxzwmbLOp1eCrX5X1444LlxH1FYrTaKyj2s8Adeutikb+ly7tLvKfJHK728g/ZMJSI//f+EZnzrbe3rEjPCnVbEqD6akpGRD85V9mj52e7py46tb244rSvfaS5V135T8mNGjqptQnZOI/5PuvUu0nr9SnsnixLLds6U78l+lNEKOs+N91Vzk//boqK/4Pb32t3HFHtSpEhlGVBF6XwLoErk/gvxMY9+5/cQLXtv5+kMBjnftuSeC6BH6WwI/6dY4m/g3DiHerjTXsCnkQXFQc+wMFN2peq8G55wLQfO0aTvz0adyQHsZJXESTJaIEdtsNvvvdLJzom4qnp7P1qal8g/FRR4lyWLWq3V4UUyiOh0Ej/78X/2XDmQOIG/nvJuFXb3fj+fcFsO73vOfFq8384Aed9d2/8Q049ths2x13yESVi/9RCEX+q9p+VPzPZuRfK9qGxH+vqv0oKv4nJ7sT/yDXXI9fpcttFfEPWWrQO99ZTszrV1zVKkSGUYUE9gFeCxyZwhHAKPAib7ebgWNSeAzwLuA87/5jU3hcCkf26zxN/BvGsNNoxH89/YZd69aVa92p4rioDOczngHASz//LNavh5QR1rOKl/EJUVp33tkeyc/rFOw/d4jVq+ErXxFVlCThHAHF8TBo5H8bC0XZlA1nDiAa+V+2rLvIv97uptpPLPL/R3/U3hphfBxOOEHWL7oo7CO/5prsOFNTxU6ubjv8hsR/N5H/bj3/M4n8VxX/ev27jfyD/MsccICcd5VCV1XFv0743XVXOTH/gQ9k61WqEBlGF4wBixNZLgHudO9M4QcpPNC6+UNg31k+PxP/hjH05EXyXQWlxms/7DkyAvvtlykdN5L+mtd0PqcbNV+6lMbCV3HRtfv/XmxMsphvcDKNl3ynUznEin2HnjvEvfdmr3VkJF+hOM262mw/e+9dPpy5E4lVba0S+Y+J/yLRXGT78SP/IyPtrRFWrfr9pBAnnNBdbrX/UZhJnX8975Ur5VzLiv9elfqE7jz/IdtPnk1mprYfJUkkFadKoauq4j8vzcin0YBLLsluV6lCZBhVSOEO4APArcBdwIMpfCvnIS8Dvtn+FHwrgR8n8Mp+naeJf8MYdvK69Y6Pt3e9vfPOzn3SFF7/ethlF7mtZTCbTfjYxzqfz0veXbPtLDazpG23zdRY88/LO4/lV+7R6H3ouX3OPVcyQZUdO0SlXXVVeH/4vSJdqOJ/1b4DVbdfBf7Xv94u9POqtm7aJJdqfLy7hF/IbD+xAUaR7ceP/I+MdLZGULvLE56Q1ZyHeLGo0dF2YXviie0fhbyE31iRKWgXpaOj0nBrJrafkOc/TXsb+d+Zth9oHzCVpar4//GPs21FYn4mVYgMw2MsSZIfOX9tAj2BZcApwIHA3kAtgb8IPVECxyLi/83O5qem8ATg2cCrE3haP16EiX/DGHbq9bjnf2QE/uzPMq99SC2mqQwgtL7/eeeJMtMsTZdAGc61rGEJ7b/MS2jy3uk3hX/N3co9y5ZliqHIYHzGGZ3bihRAS5EuOOyRAGx7wz8OTN1+Ffjr1sGpp7YL/byqrZs2ycsq43fPs/1s2RIfYFRN+NXotdsaQbft2AEf/3j2HKtWZcWi3IZPz3teZsuBrE69ErL93HefLL/ylXhvO1/I7rVXceT/pptkeeut2bY8208stwK68/zvTNsPdCf+t26tJv79QVTev/JMqhAZhsdUmqZHOn++X/844OYUNqSwHfgK8BT/SRLx+38cOCWF+3R72rIIpXAP8FWgRBu76pj4Nwwjq7rjo2VT8rz2+it6ZCs3addds8GCW0EoSeS5vOTdOp/kOP7n97uNs4WT+QYv3f6x8K+5hohB1M327cUG40YjHN5duLBYAUxMsOBn1wDFYnk2ccdWO3ZkQv/YY8MJsjqOajZlkqaM5SUv4feKK+IDjCLPf8j24+N2+NX1JMneZj+x9NOflo+FluN0haRWd3W3NZvwuc/J+mmnxXvbVRX/zWb2sT3zzOz58jojq0ivGvnfulUGLv6gJTTQKCP+x8aygd1MxX/VkppVI//+wDJPzDsOPqBaFSLDqMitwNEJLEkgAZ4J/MLdIYH9kUHBS1L4tbO9lsCuug48C7i+Hydp4t8w5isxT4ZPswlXXy3rIyPtv/aqHE88MSys3eRXNxsyNFhI0/ZwrLPPP9Pq6MQ0q1jPJ3hZ/q/5wQfLr/9DD4myGxmJz17osUJ+iyQppQCKkjVnm9DYCuT2NdfkWxw2bSov/mOR/82b4fbb4wOMbmw/Pm7kX4+TplkBqlpNLEJLlmQDgokJ+H//T+4v8rvX61nyszt48r3jVcV/vQ4bN8r6/fdnz5ckcvzQx1DPLxT513+7f/7n9n/lZlNmLjZu7By0hCL/ZTz/INafuWD7cfctI+b9nJI5kLZjzEFSuAr4MvAT4DpEZ5+XwOkJnN7a7W3AcuAjXknPVcD3E/g5cDVwUQqX0AdM/BvGfCTP9O3z4he3l87UX31l82YJqWprTRc3+dUV/2Xm2Z191FO/N3dyESdRG5/O/zV3a/2DDALyMv5C55MkcM458cc4jIzIS4/VaJ9tiooe+biXvtmUS1Gm0k1M/G/c2PlYd4DRre3HZ3RU9nEHOffdl60vWiSVglwnVpmod8zFFvKO+6J09WoZJOi5u+jz6vG2bWt/vtiAKy/yv3mzfFQ3bGj/V67Xs3PwBy3d2n5AhPTOsP2U6fALmfjfsiXe1DuEn1MyIGk7xjwkhbencFgKR6QS3d+awrkpnNu6/+UpLGuV8/x9Sc8UfpvCY1t/Eym8p1/naOLfMOYjeaZvl3e/Wzr75qHKsdHIVMVee0nLTPdXdMUKUXFnnQVPelL7YCEUmnOSd6eQ530v/8gEN+T/mjca8LWvtW9LU2nildeR2J33TxI4/ng4/fTw/gHKRMpni7yiR0uWSJKs4l/6biL/vohfuTJ8XB1g9ML2o8fdsaO9Wuy992broQo5ocRav8FV3uDJ946HIv87doiI9CfVihJLY9c8L/Jfr2eONf1X1kGG4g9aurX9gET+ZyL+p6flc9PvyD9I644qYt7NKTGMYcbEv2HMN7SxluvJ+PrXO4Vxswlvf3t+qRNXOd5yi/yq77orXHaZzCq4v6JbtoiovvdeEdqvfnWm7mJivtGAFSvYgajLMbZLDcq8X/OYhWfbtvzkXWfef93qZ3LE7y6q1Olz4cLBEf86lvFFub5d7njOv/Qa+deKPXlvfyzyv2JFe5UZf4ARi/xXsf3odtf2A53iP1S7X+9T9OOi9xUNntwJKl/8a3rMr3/dOalWNOG1cGH4oxuL/MdE/hln5A8ydqbtp9vHlRX/4+PZ5+qxjzUxbxjdYOLfMOYbobr9k5OSfehSr4dV1+LFWYRclWOzKYW7Nfsy5K93fQh33y37p6moxC99Kay2ajX45jd/H/kfYyr+/MratWGVUJS825r3bx72h5zIRdzwy5FKnT5jfm2fsqkWM6XRyEozKvp26du3556d4yg38g/l6vWHEn7dQYM/wIh5/nsd+Q+VxwzV0/ej3vW6RIxDTEy0T1D54l/H0KFJNR2U6fXyB0VVI/+xmQTIH2SEkotny/bTb/GfJFlV4Uc+stoxDMMQTPwbxnzjrLPC2zVTEuKm5wUL4LnPhVe2Sheff35n2c5ms9NGpM+ninDr1kyljI7C2WfHz/egg5hCFNwoO6SsSZ5/v16Xuo6uYhwZgec/vzh5d2KC+qOv4Z4HFpZqDuRSxiZTJdViptRq8KxnidBbsQJ23z0T+iraX/GKzqioW+0H8l9TXqlPZfXqzgFG1Q6/3Xr+82w/RQm/t9wSPqa7fceO9ipBjQZceWV2f2hSrdHIroU/KKrq+Y/NJHzwg529D/xBhvu80L3tp2rVnn6Lf8gGt0WzGIZhhDHxbxjzjcsvD2+//vpMpcRMzzt2iFp5zGPk9vLlmbDXX/Xt2zuzIvNM1FNT+R14jj2WHa2vojGmOrMkQzQakmys7LtvqfIdfpWcKp0+y9h+yqZa9IrFi2H//WGPPSSFQYW+iu+QpefBB2VMpyI6L/JfRvy/9rWdA4yqth9/P6WM57+K7ccVl+99b+fMyfg4vO99nY9TIbtmTfu5QOekWq2W9SDwB0Wxz1As8q8zCaE+du5n1h9kzCThd9BtP1rlCOS96ucA2zDmKyb+DWM+0WiImg3hmoJj1W/OOku2a7H09evLtcfMM1GH9nfP95pr2m0/efsrtRpcconM+x98sJTxKJHxN5NOn0W2n5kMLLpl61YRhIsWtRdpUtHnV6TZtEle7/33Z2KxTOQ/1OHXPQefsraf2AyBEvL8f+hDmaUqT/znJfyCCOuTT86iyCCTXr7lxz3v2MfcnVQDed377985KIp9hmKDLJDPT6iPnZ73ypWdg4yREfl3Ds1+hI7hMuiRf7fQl1tK1TCM8pj4N4z5RCg0qbimYD9jdHxcOvm+9a1ye9UqWa5fX65spz5fbB4+VrO/pbo7xD+Uar7FTTfBjTeWzvibSafPItvPTAYW3aJ+dF/8xyL/f/3X2bo2jerG9uO+zX6vAff4vSj16Uf+778/s1RNTZWz/fgJv4rmgCsf+Uj7/b6QjeUKuJNqIKVQly7t3K/I8x/696nVJIfE7WfgvqbXvS788fdLuWqHYzdRO4Tr+V+4sHh/n27Ef5qWawzmuwtnY4BtGPMRE/+GMRcom0UaS4Z1m3Epb3xjptJ834BG/v/mb6Rs5x/9UXZfrKNOoyE2IYBFi1jHBEdwHesWPj5es7+lxlX8j9I6n6OO6kv7TR2jFL2UEEW2n5kMLLplcjIc+de31Y38NxrwzW9mt/W1aJfbEDt2iPjzxbkruPPEv/+4qtV+VPz7x1BLVSjyXybhV9Ha7/px9wcroceFcgX8Qd6DD1YT/3mRf4DddpPyra7ID81muGg1J6VsZN21/XRb4x+qPVbPs+j8dsYA2zDmIyb+DWPQqZJFWq93ehBAQmVveEP7c77gBbI+MtJZjUfX77pLqvb8/OfZfStXhv31tRr893/L0//pSziRC7mBR3HSjgto/lvEj99S4zsWiPl6jClRzN/5Tvw1zpA8r3QeRbYffzJl0aLyA4tuqRL5DxWBgvzBSSiyDsXiv6jDb5VqP9PT8O1vt2/XiG+zWc7znxdZn5iAt70t/FpCQva97223CkHnIC8W+Y+V+vzVr2R5xx2d94Fcb7enHcRnM9zH+AOgsuJ/y5byTbd8uhH/ZfMRdsYA2zDmIyb+DWPQcbNIb701E+0xDjssa32pRcl37IAXvrC9Pej69bIeqsajza/SVBSJ7gvie4j565/2NBgdpf7fx3EPK0kZZf3o3rzstTl+/EaDqaV7AjA2ClxxRV/bb7pPXaXTZ5lqP41GJnr22KP8wKJbJifzxb8b+Y9NCr3xjfHnLyP+Q57/mO1nZESuY9U6/1/5Sud9mzfL81Sx/cTEpYr5MuK/Xofjjmt/rD/Iq2L7aTaz9+Dtbw+P7UdHOxOziyL/SQKf/Wx+fkQI1/Yz2+K/6DF+r74qM3eGYWSY+DeMQebd75aovKqSNIVLL4WPfjS8/7p1cv+jHy0i/dGPzh7ntweNVe/xOwtNT7eHkL/3vbjJdssWGjv+kos4iUmWADC5bSTfl1urMfXOfwJg7LOfhCc+seCi9I4qzYHKVPup1eDoo2X9Xe/q6xgGyBJ+x8fbhWso8n/aae2DARWCJ58cf/6pqXAlnm5tPyDXsart5/jjO+9bskQEbrcJvy4qJv2BTEzInnNOth6aPdq4UUqv+oTEf70ODzwg6w88EE5grRr5bzYlp8PNjxhk20/ZyD+09eqrNHNnGEaGiX/DGFRiHXjTVLL8QvufeKL8ct94I/zd38GPf5zdX7Y9aF7ZTn9fn2OPZQ1rabJL6YcATO3zCABGDzkovtNOpmyTryUy5qFW63/Dr1jkP1Ttx62SApngLkr47aXtB+Rcqzb5OuKI9uOOj8NzniP/ClU8/7HId1Hk3xelu+4qy732Cvc4eOihcrYfHWfrtliV26qRf7ffno75q9p+9LNVlX6Lf83TOPzwajN3hmFkmPg3jEEl1oEXRPX4CsFtxDU5GRf5kG+cLSrbGTPZtsp2ruVMamxqfwibc325sU6yg0QZ2w9kIu322/vf8CtW6tO3/fhVUtz78l7Tjh3h98QV0VVsP9B+rlWafC1cmInuFSvgvPNkvRe2HxWqvvhXL/5dd3WeF0h9f3/26KGHZFnG9lM2gbVK5N+fuNMx/69+Vd72AzJzMIjiH+SaX399tZk7wzAyTPwbxmxTJhwc68CrbNvWrhD8IvNTU6Ka/F9TbQ+aV71HjbWqqtxaf3km29b51PkUJ3ERIEpznC2cfNTdub7comong0AZ2w9kr+WTn+x/w68iz7+K/ZDI1NfSj8h/nvh3o99VSn0uXpzlrH/sY9lHO2b7+cd/bPe7h/ZVQpH/ZhPe/GZZf8tb2q9fqImWcvXV2eN9fPFfNoG1SuQ/NqC49trykX8Q69Kgin/DMGaGiX/DmE3KVu4pst74CiGm7pKkvZb/ySdLPf/rr8/2C1XvaTSyZGE3XByr9ANtSqZBnYQUSFm18AE+8Z18O8/OEv9+E6w8ytp+VJT96lf9b/hVNvIfEpkqeIs6/M5E/IdEfZXIv9vka/HiLNK7cmVc0Ot7dNdd7X53qOb5r9dFAENnMyn9l/Kj8c1m1kvhgx/s/Jf0B5B+e4xYhSgdBIVep//6YwOKQw+tJv4ffNDEv2HMV0z8G8Zs4lbuyQsH51lvQtH3tWuzX21lyRLJTFQTumbH1etw773ZfqHqPbUafOpT7duSJL/SjyqZRYuosZmFbGU3Huai7y8t9OXGOsn2G19Q5VHV9uM/d5l65FVzBMqW+gz1N3jyk2V9Z3j+u2nyNT6eWWk2bsyusy9+dXbA/Rcrm/Crr6XIix8T//W6DBRAxLP/7x0aQDYa7Xam0Njar9kP8dek77VO2OnXxapV5cS1XguL/BvG/MXEv2HMFo0GXHhhuXBwqGi8KqRQiYtHP7pdhekv/umnw8tfLtu+9CX4whfaK/1AvHrPb3/bfjtN8yv96GtsdQdOGeHYp+1g4olL4vu3mE3PvxvtryL+q9p+fIrqkVdp56D4Tb5U7IcSfj/2sWx91aqsmXPea7r3Xqn06g9Gui31Cd3ZfvR1uuJfz9s9l0YDvvWt7Lb+i333u3I7ZvvxPf9FXvyQ7adM8m5oAFmrwStfKeuf/3x4bF0l8q/nokJavy7Klvo0249hzH9M/BvGbPGmN3V2WcoLB7u/4KtXw/OeJyrJL3HRbMLTn95uzxkZyQYIj3+8LJcurdYiM1QAvih8raU4JiaYGlnIjt2Wxfd1mE3bjztGyrO8+JS1/fjJocrERH498rKTQoqmdSxaJMI4TTtnHdyPhIqxlSvlI7TbbnI7Jv6bTWm5sH1752DEFZHd2n7WrYNXvSq+H2QJv+r5D4l/91xCjcw2b4YLLpD1spH/Ii9+KPJf5l8rNnukr0v/VX1CCb95sxm1mlTMXbw4+7qoUu0HZrfUZ6yqkmEY/cHEv2HMBrEwbpLAWWeF76vVpJbgrrvKL/gTnyhK6IUvbA/FHntsp+KZnpYoP8hzgKjSshmGjUZniVGQX+eidpoTE6TXXc/0dFJaXM+m+N+yJVvvh+0n1qX1llvij/HztcvkCOi+avuBTESFmnzptje+UQYioao4LvV6dgx/MKLv0+hovu0nVud/82aZ5bjttvbz9nE9/2VsP7GP9wknZMcO4Yt/P+fd9+Lr63I/P2X+tWIdfvW4fudgJZTwW1S+dMUKeOQjszyJsuLfPYduxH/Zhl2hx5j4N4zZwcS/YcwG9XqnQAcR/1dcEX7M9dfDzTdLxH9i4vd2Gn75yywU2yqv2cHkZBZyVPH/4hfDk56UX+lHWbMmrFKSpFQ7TRVFZcX1bHr+uxX/ZW0/K1Z0bhsfh/e9L/6YKhMyigpmtf1AJiJDkX//GqtoDA3QdDCiIt4fjKgo3nPPuO1nZKS9UJSyaJF8hHWWA6QhWgi1u9x3n1Srue02ec4HHwzbfmJ+98c8pv01+4QSfhsN2KXVriKU5+778Msk78YGkFu2yOcrNgOSV+ozJpi1Xr+yfXu1yL++hqpo1+XYawlh4t8wZhcT/4bRb/ywrsv0dDjE22zCs58t6uiii+T25z4n97m+kDx1qCFHbTV6xx3ynNdem+0Tq94TCmMmSXtr0xxUFJWN/M+m538mkf8ytp9Nmzq3nXJK/pip7ISMS9XIvz+7osuQGC3red9zz7jtJyb+1q+XyL37uP/93/Asx+ioXPN16+R8Tj5ZJsJith+Q51Ex7/rdR0big8tQqc9aDV7yElm/4ILO9yfkw3cHDKHk3Zj415mNGHmlPvMGNO7r2batmucfuhf/VR/XzWyBYRjdY+LfMLqlbGmWbjrmug27Hn5YrD1XXpndr6HYE08MZwgedVSmNt3yJ3fcIepLiVXv0TCmKpIkgeOPlwTiEnQb+Z9tz3+vbT+NRvitPuaY/Mfp5VbBvGBBvJ2CEor8l7H96DXOs/0UDUa0os3ixfExbUxo/+IXnSVW3Ykql9FR2V/Pcf16EYqNRmbl8QVtrSaDrdHRdr97nvCNNfnafXf56D/2seFz8z8/tRq84hWy/sUvdl7DhQvls+476jSnIUYvIv+zZfvpRvxrbYHf/a768QzDqI6Jf8PohiqlWc46K+x/UPwQr182ZPt2sfa4v+Qgg4aLL26v4ajP953vtD+XMj3drrzyqvc0GjIzkCSw//7w5S/HX4NH1cj/zvL8V0n4VdtPKBVCWbMmfP873lH8/I1GJpqWLo23U1DyIv/6usrYfkLiP2afeelL5aP+n/8p22+4QUSpfx137IiL/8c/vvPfYXw8PMtx990y0NDXMTkpfw8/nOULhN7Dww+XczjkELldJHzHxsL5CxqRD/37hspvAuyxhywf97jO+3TQ9POfh48TQyP/bryhm8j/bNl+qjyu2YT3v1/WX/Wq/nTCNgyjHRP/htENp54q6qNMaZbLL4+L/5DnvmimQNFBwxlnZNsWLJAcAg05djProGjlnsMP76wwVMB89PzneeSVtWvDb3VRjjTI5VXB+Ja3FF/uqpF/f4BVlPDbaGT7uNVl6/XM2qTH833/eeL/kEM6B0hPf3p4luM3vyluxPbhD3duW71aljp5VsbvvnAh/Md/tE/k5YnyUOQf4pVrmk347Gdl/ZRT2v8ttYlZDB1ouPGGhx8OH0fRyL9e6248/x/7WPmeE0pV8X/qqZLTAVJath+dsA3DaMfEv2FU5dxzpZi4G4784hfDWYt+5qTiF+F2Cc0ULFki1X78UOyf/Zn8eoKokf/7P9lPyWsWps+bp0wnJiTxWEuGlGS+ev4h3/pTr8t+Knz19ZTIkQayj4XmaOfhllT0E1bzEn598R97j2o1OPhg8bDr2E8/zn5JUX/yKM/z/4MfdG77p38K75sniJUrr+w8vop/LbtaZPtpNuXa3Xdf+0ReN+J/27ZwfoE7aLrnnnaRq03MYmjk3y0F++lPy3154j9Ns89rWc+/+5oeeEAGHFWi8VXEv36Vuo/tRydswzDaMfFvGFU544zO0GWairfD/5WMRd5VGY2NddaA9GcKRkZE6F9+eWcmo9utd2wMzj67/bn8moWuIotV+ukBsS63RftXqRDSLd16/lVkFfn+Fy+WMVWSZOOuPKuQi4r3MonFbnnIbjz/eQm/ytgYHHdcNvaLfZzf+c722zHPf6MR9nVfckl43zKic2qqc/JKxf8LXiCR6yLLS72eXSt3Ii9P/MdsPyHx6w+a/OpJRZF/zdF3S8Fed52sF1Uw0sFuWduPO5EIcPvt1aLxVcR/6Ku0TCdswzBmhol/w6hCrP49iNrxfyVjmZPPf76s//a37aHGRkNUgava0lQyRjWTURt9abdeVW+xsFmjkRVI1yWEZx16hArNKp7/sbH81IheMdPIf5Ew37FD3t7DD8+qxZQ9ThXx/6tfyfKOO+Liv1vPv+ILxthE0pve1H47ZvtZsyb8mfDHrLpvmeu2YEHn5JUWuLrtNvn32rIlLpL9tBhXmHcb+fdFdlH1pKLI/7e/3bktr8kXZIMJHTCUsf3o14/L9DR89avlo/Flxf9MWokYhjEzTPwbRhVi9e9Bfl198R3LnNROUH7OwJlndib26qwCSLbf9LR07ylbHL5Wgw99SNYfeECWo6PwpS9V8vFXoZvI/2z4/aG/th+Q17J6tbil9tkn21aGsuK/2YT/9/9k/U1vysaKfsLvTDz/eh6uYPSLQOlzPOc57Y+L2X7Wrg2L8De/Obyv/5kI9Q445pjOyau3vEWW+u/1gx/EhW/ev1G3nn9f/BZVTyqK/B9/fOc2vY5lIv9pWs72E/t627atfDS+rPifYSsRwzBmgIl/w6hCkYc+JL7f8IYsxLVqlWQ3uo253FDjAQd0PqerEvbeW5ZVuvUCPPnJstTzCFmEekjVyP+OHbPj94eZVfuBYvG/fXs1a42LW+Apj3pdat2DVJB5z3tkPa/Jl2/7UWFdRfxDexEonUjyq+TEbD/1Ohx6aOf2UGWceh2WLctuj4/LjIoOqBS/klKjAd/8ZnZ7chLuvDNLkPXJ+zfqxvYTumZFDcCKIv9HH91+e3xcEqeTJD5o1sHEli3y3qdpceR/7drwPlWi8WXF/wxbiRiGMQNM/BtGFfxIvo8vvptN+NM/lfWREYm2v/3t4bKdZ5wh4WKfiYlMJaj4f+YzpVuvinrI9/C/8IXtt/ucWddN5H+2xP/NN2frvbb9pKk8px+V7WXkX20qrtvre99rf3xetR8Vi0kSF7BKKFrsFoHSHHdf/OdV+zn22M5tWkLUZ889s/VVqyTJ9ZJL2rfvtlv7Y0KR/B07pGxoiLyypr2K/IO8b2pH2mOPdsddUeTfv5arVslswIIF+YXE9LnLdtCt16WhuDtrMzIig66y0fiy4n+GrUQMw5gBJv4NA8o37AL5Fddf4yVLsu0h8V2vw4YNsq7R9lioEToHBdCeEKzq4ZZbynfrbTTaZxqUPmbWdev57zfNJnz849ntUDfeGGVsMrGk2l6K/5C41Y9NlWo/UNy4LOYT1yJQhx3WflwlZvtpNuEzn+ncHivxqP3o9tknqzg0MQEf/GD7a3AJ/XuNjMAjHtH5/EqjES7A1SvPP8g56SzFv/5r+zkWRf79/42vflXEcp6YdyP/RfkBLo1GFmMA2HffaqlBVRJ+Z9BKxDCMGWDi3zC0Yde6ddKBKCSUXfRXdflyqamvv3Q7dmTddKGzWde2bVk2XSjUqErKZXwc3ve+7LbOKmi3Xh1YJEm8W2+ewO9TZt2gev7r9XbhHKrOGqOM7Ufv61b8u8mZMULiVj+Sb32rfIzLVPuBYvFfVCEm1hn3/vvFauOPpd1yly6hiahmM0tRSdN2R5wb7ffFfyiSv3y5iNgYtZpUyF28uL2lRZH4j9l+YuJXm47tt1/79qqR/z/4g2IPv5vwq19BZUp91moyu/LIR0qp14svrpYaVEX8z6CViGEYM8DEv2HU61mIcft28eTn1Rj83/+VX/1XvUoUw8kny/apKbHX6GPzMgkbjfaynU9/unTv8Xn0o7OZhEYD/ud/svump7PQbprGu/XG8hSOOqpvmXXd1Pnvd+TfL7cI8P3vl3c+lbH96HPrvlU8/2kqH4+iY6i4VUE4Pi7lOEGsLSedlD1Pnu1Hz3Mm4t+1lijNpjSY3r69s5DVRRfFB4T+RFS9nq3ff3/7zIAr/kOfG79B2YEHFke9V6wQseu2tCjy/MdsP7Fj6Xb//a0a+d+xo7h6j5vwW9b2o0xMwE03wY03Vm7xUbnJV5etRAzDmAEm/o3hRmvbub6FzZvDxmQQJfOiF8n6xz4mt3/zG7ntV+5Zu7YznKc5AbWaDBpGR0URvf3t4QGHa/nptluvqkX3F3nJElFofaKbDr/9Fv+hyzc5Wd75pGLytNPi7jDfWlMl8r9tW7ZfUbWfRiN77lWrMouNfgQ///nsduzcIF/8a4OoMgLT/fep17Pb7r9D0cfXTZfJK78J+ZF/kH8vnQjTHntFwnfRos4ZjG5tPzHxq+fgXq80rR7537GjWuS/iu1nplQV/4ZhzD4m/o3hJlRaE8T6EwoJ1+sShgR46CEZJPziF9n9rko57bT2x/o5AY9+tPyKH3RQODrvW35m0q230RCVCKIYrriir3PsVSP/syH+Y5e4rPNJhd4tt7RHtF1820+VhF+3Gk2R+K/VxCu9227w8pe3TwhNTmYfySLbT17Crz+LEcK3/fjRffffIe/j6/9rFFWx1dSXvPNbuhT+8A8lolymzOX4eHXxH2vyVSXyv22bDACKOvy6TE31N/I/E0z8G8bgY+LfGG5CpTUVPyTse/i3bpVBgq8YVKWcemr7wGJkpD1zTk3Ij32sVO456aTsvvFxaejlJw/HKg0VdetVc+3EBPz0p2JX6iPdRP777fkPXb4nPam88+kDH5ClP8HjErP9lBH/P/5xtl5kE0pTSZJ9+culhYMvlPXxeU2+9DxjxyojGH3bT55o96u7LFqUdUL2+80VVbEtsv3oebvpNkXCd3y8M3G5G9tPXuRft7viX69dXuQ/ZPspG/l3xf+b31yupsFMMPFvGIOPiX9jeGk0wj57CEfRi3wL7mOf9Sz41rfat09PS1deZY89ZHnTTaKK/umfsvti3XdjdqRarbgkxyyaawfR8w/ylrtVaM44o/zjrrwyu+3bUJRubT/NZvsgpOhjtnGjiLp99gkLZRWFeU2+dL9eiH8Vza95Tec+vp1Hq7usXi0TUKFkT3+g4I9td92187X6uK9t+/b+RP574fnX+ECVyH8Vz//kJDz4oKzffnt81qpXmPg3jMHHxL8x/yhbtjNPzIei6Ged1Rl1X7KkPYquKuVLX+rsXe8bzD/6UVlqKPklL5Hbq1fHS1+8/e2dz6vPMUClMga1zn+tJiJQK6uWqX4CWbdXl1CKRUz8F0XyTz21vQ79d7+bv/8VV8hyejoTyoo2gIL8Jl/Q28h/swnnntt5v/uv5Fd3eeIT4+NRd6Dgj4Xdc4q9h1Uj/77nf2pK/mIRebX9+F83eccKif9uIv9TU9Ui/29/u6znzVr1gqkp+Uya+DeMwcbEvzG/0LKdN9xQHOKKmZAXLgxH0S+/vF38j4yIsrn88vbSIk9/eligu20yG42sMxOIAtDQ8shI3I4Ua4upLV4HhG7q/M9Gqc9Nm+RSP+c52XHLkJe77dJNqc9zz5VJIvcjc9tt8SpEzWbWCOnss+W223pi1SppAQHlqv3Ezq2M+FeRd/bZnQMYPRf/X6nsBFTZMpBlbD9FUXKQgcq2bdk109mMPNvPtm2dXzd5ke9Qwm+/I/8/+AH83/9l22OzVr1AX5eJf8MYbEz8G/OLeh3uuadciEtDpuoDWbhQfmX32UfM4O7Mgfr9XTWVpnDMMaJKjj5afm21ck8oYzNJ2jMatR6jj1/XMO+c9Xk1FDwgqKB0q5EW7d9N5L9KbzaQjwbIWwzlZybqdXja07LbsRQL3/NfJuH3jDM6r9GOHfEqRKeemr2OBx6Qj0qtJk2sdttNPoIqFouq/YyNxSP/uj0vuqzCdcMGGcC41zNJsnPrljIDhdig0Z3VKJvwq/tCFpHPs/3ceGPn1023kf+qpT6LXtPoqNx/2WXlZq16gYl/w5gbmPg35g8q0PWXrkyIyw2Z7rWXqLlbbumcOQhZhNI0a9l52GGivCYm4tH5c87JbueVPik672OPbVd109P9C+V1iSsCywjsbjz/VSZ5FG3nsNde5c9NcSdXYikZVT3/jUZ4cJQk4SpEOkuguM2xli6FP/5j+Qj2oslXmci/W4vffx1pCh/+cPyxvSI28Osm4Rfavz7c7T533im5F/7XzYMPFkf+Q57/KqU+y1T70ed86lM7zyevMFi3rFsHT3mKrJv4N4zBxsS/MX8oqg8YolaT7MFly2Tg8OMfi2rxZw5ifn/9Bd1nHwkBbt/eacJOEjj++MyrAeEIftnzDvn++xXK6xJX7JYR2N1E/qtM8igq/vfeu/y5KZpkus8+cRtKVdvPmjXxsp6hKkShWQJ965csyYSkvq5+Vvvxa/H79ENgKu6/eWzg59t+ykb+y4r/X/+6fXAF8l5s3hy/ZnnVfnod+dfnPOggeNzj2rflFQbrBh2I//rXvXtOwzD6h4l/Y/4QEuhJIttjbN8uNpvXvhauuipes//yy9sfp35//QVVNakelA99KNt3//3hy1/uPHajAbvskp2nS55yKqqDuJNZt669ik4ZX31Vz383kzyQ2WW6Ef8qwN7znrgNpWqH39gEkCbsusRmCTSVZPHiTvHfz2o/efny/RCYLu6MQ2zg59t+yiT8QnnxPzER/rcdGYlHvkNdoruJ/Jfx/OtzTk7CX/yF3A4lT/cCdyAO8OlP9/b5DcPoLSb+jfmDn5ALxX54NxQcK+lyxhmiNF3lpX5/ZflyWd54o4Qi77hDbueFiWs1eN3rZN1VC0XKqagO4k5EI4D68qE/kf9uJnlgZrYfFWB5j/EFdpHnX99K3T9JpALsypWd+8ZmCTSVpBvxn9fkq0j85znX+iEwlaLuv4pG/nfskH/XsrYf9a2rnUgHjD4HHSRjd/1cjI9LIvmOHfFjjY7K39atWb7KjTe2Hz/2OJcy1X70ObdsyT4Phx6anzzdDdok3f3q/OlPB8qFaBiGh4l/Y34QSsiFYj/8978vy+3bRc1oDUhFb+f5/QH+4z+y7evXw+tfL7c/97n8bMUjj5Sl+8tZRjnl1UHcifgRQCgX+a/q+e928mP9evHGa5S1bLUf6E78l6n2404A7bcfPP7xYZFflEqyeHGWQ67HC5X6LGv7KUr4DZUYBfk49lpgupQd+Kn412tZxfbTbMpkIMA73xme4Rgbk9eqn6WVK7OvgTzP+8KFUnVK81U0l6SbJl9lIv9btmTn/7Of9b7Nx5o1nU3St24dKBeiYRgeJv6N+UGeByEWEnZ/4d/zHjjttKwGJGQR9fe/P9+W02hkgwgQ9aC3/V9FH78wepJIj4Ai5VS2DuIs4ltxlM9+tvixVSP/9XpWzhLKT37cc48ItjJC3qfMY3zBXEb812rw538u6xdeKB+tkPj3OxT7qSSzbfuB9nx5na1405v620eu7MBPX1uZ1wHt4r9el0pKIEm9IVvR6KgMro4/Xm5/8YvZtc071sKF8M1vZoNkbcDVTanPso3LNm+W5yi6Bt0QKoO7aNHAuBANwwhg4t8YbMrWcszzIMRCwu4vvJbXbDSyX0iNqBf5/UNlO1VpnX56fFASyiVIU3j1q8P7+8xix94yxMZf73538WO7qfN/9tnZetHkh36Mfvvb/or/bpt87babfOwe/WhZxvZvNDLB56eSlE347aX4r9Xkeu6+e9a8OpbD3ivKut70vPVfs6zn/ytfkUGsWykoNHmoTb40Efzgg7PH5EX+p6fh5puzQbJe/69+Nf6YWJOvspH/zZvl8+HHMHpBvS6tTVye8pSBcCEahhHBxL8xuFSp5eh7EJSxsbAyUKOqKiKtmfiFL4iXf+FCUQBf+EKx3z9v4HHPPfEyNLFa/9dcMycNs7HLUGb6v5tqPypw9a2KvQXux+jnPxdP/WyL/yJ7kdsYyq1S41OrSf+3XXftfM1Fkf+qtp+yEfNFi+Rf7NBD5Xa/xT+Uc73peW/aJMuytp/zzitnKxobk2uq7+327Vm+QN41azbDn4e8QXK3kX9N+G02Ox2NvcQdiAO87W39O5ZhGDPHxL8xuJx6qrQ6TVO49VZ4wQvy93dLgOivZaxb75lndlpy9Bf+0Y8WVXHaaeJhKPL7+34Ml7wyNGvXxl/LHDTM1usisn3+9E+LH9tNnX+1S6xenT/54eYhTE3JZIkeq9+2nzJNvkA+Jio+FyyIi3+Qcz/++M7XrJ7/NC0f+Z9Jwq+SJHIcHWjMhvgv43rT89Z/37K2n5e8pJytaHS0U/yXuWZ77BH+qsj7OujW868Jv5s399cZuGyZLPUYS5f271iGYcwcE//GYKLdjFS9pClceil89KPh/ZtN+Mu/lPXRUUm0XbxYfiVvuaVz/wMO6Nymv/CrV0sI74Ybsu2h/VwajbhpN5ZzUK/DE58YP485iNvHTOlXnf+HHpJlrFEyhPMQbrkF/vu/s+OWZRAi/xCP+C5eLP8mWuEGZub5L9PhF0Tsz7b4h2LXm563iv+ykf8/+iMZy7tVfEKTh2r7CUX+82w/e+7ZfntsLOuGHCPW5GtQIv/6eh/96PbbhmEMJib+jcEk1M0oTbPSmD71uvj2QX5Nv/zlrKaebxlqNDJh7zIxIb/wX/96drzNmyVUp8SUQK2WRf/97Lc8MX/55e2/ygNUtrMb/GJL0J86/5BF/vPEfygPYWoqm7gZFNuPG/nP8/zrc4UGSvqx27Ilv9qPK857YftJEnnf9b2v+j72C9/2U6XOf6OR3Y7ZikK2nzLXbOHC9vdl8eLiqHwvIv+zIf51QG7i3zAGGxP/xuAR62YEst230Gh41/Xvf+1rma3H7wIUy0y95RZ5rh//ONs2OQkbNmS38zJLDz9cln/8x9m2IjFfq0kfggULBq5sZzfoj7/LbET+Yx+XWB6CTvwMSsJvlch/7FqpuHPruvuR/9HRdstJL8T/zor8F9Gt7WfrVvnMPOpRck1jtqI820+e+HXvW75cqlbllfnUY7ls357fT0DRyH+/bT8m/g1jbjEgX9OG4RDrZgSy3bfQhMT8jh2ZAvJ99yFFOD4O73tfuNGXzuXvu29+Zunq1aKCHvOYbFsZMf/EJ0pXnAEq29ktDz/cua0fdf4hi/xD51um1OvZmMxFJ34GodQnVPP8b99eHPmPiX//cf2I/A+K+O/W9qOfpQ0b8j+TIduPNgi/667449zredpp8r4ViX//PPQcyzb56rftR5uX6f+/iX/DGGzKfU0nyTKSZIIkOYgkGZCvdmPeEiocrYQsNGedVVzDzvXd1+vw5Cdn942PwymnSHQ+r3JPkoRzBRRtG6ulLxYsKFezHwaubGe3hMR/vyP/kG/9CaV86P47u8Ov4kf+i2w/Mc8/yGsLJfzu2NEZQc5L+NVzKBv5D9mKdiZVbT9+k6/bbpPPWKzQmG/7eegheMMbZP3tb48XJ3PPY9u29oFfDP9900nNKk2++h1TWLTIIv+GMVeIf00nye4kyT+SJNcBPwT+A/gi8DuS5EskybGzdI7GfGHdOimGfcgh+XX7Tzst7ONYsCBsofFr5UPnr6U7aGg24dprs/tWrsyi837J0JGRbGCxYUN+Vt7uu8tSz310tLMG3jwnZPvpt+cf8sX/e9/bObDQKGiVhN8kkb/Z8Py7E1ehY8xm5L8oujyokX/f9lP0OlzP/1/+ZfZv7LsGFd/28853Zm1DHngg/lXhi/8tW6rbflT8l0n41fPpZ+Qf2nMZTPwbxmCT9zX9ZeA24I9J00NJ0z8iTY8kTfcD3gucQpLkKCHDcGg24YQT4De/gZtukpqQsdBYvd6ullR812qdFhr1+7uDhSSBxz42U1N+rX+3uVeSiC/EDYu5jb7SNHvuvLKdIEnKLkX7z0NmM/JfVvzX61kNesjSMFS8VaHoMTOx/biRf/e5fLpN+I2Jfzdq71JW/A+q59+3/RRFycfG5P29+mrpwKvE/o19288PflDcGMw/j7KRf/99Kxv51+e9//7+i39X8Bd9ZgzD2LnEv6bT9E9I08+SphsD9/2YND2DNJ27mYnG7FKvw513Zrdvvz0cGvOTd0F+SUZG4JnP7Jy7Dvn901Tm7FeulNvj49mgQZ9flVWawve+1/4rXatlTbz8GYhY2c5Go302oWj/eUq3kf9uPP9lbT8Az3mOLN2c6n6Ifz/yrxNHZRJ+Xc8/xH3/Mc9/UcJvyPajxwqd37ZtcpwiMT9XIv9FQhnkPfjOd+ItQFzGxuTrQa+dn3cS+9d399u6tbvIf1nPvz7v1NTs2H502Y9OwoZh9I6ynv/HkCTPJUn+9Pd/hlGWRgO+8pV2JTI9Lf3s/dBYSMxv2ya/Jpdc0mkXCuUHLFkiybsXXyy/RE94QvbLF3r+0K/0oYeKEihT41+fN8YcrdnfDYMY+QcRTyMj7TnVsyH+db3Xkf9uPP+ha5xXjahMKUnYOU2+ylC1wy/Iv/zRR3faVmJNviBe2z/0mGYT/u//stubN89O5F/Pp5+44t8wjMGm+Gs6SRpAAzgVOLn195z+npYxrzjzzLD6CVXuCSXcLl4sv7TNZmf23WmntQ8q3NKaExPwjGdkv/76/P4vbehXeu+95Vf56KPDz+0TSxQ+6qg5W7O/G2bT8//QQ5mgKxL/09Py/G5OdT/Fvys0Fywol/Drev4hHPlXi04vPf/uebts315O/I+MDGad/6q2H5DX8pOfwEEHZdvymnxBFoU/8sjsmIsWhR9Tr2eDhSSBn/1sdjz/YOLfMIyMMjGao1te/78iTV/a+qv3/cyM+UOsQs7ChZ2iu16XSL0yPi4tMVVZ+Nl3fn7AyEh7XsDq1XD33dltP5k49su+996y/OlPZVlUg18Thd1fviVLxEMwRHQT+deocTeR/9WrZb1I/Mcq3fTL8+9Gv6tG/vNsP3rssuK/qNpPke2nTLR80CP/ZRN+m01JBdq4Ee64Q7bl/dvre6Bi/vTTYbfdZH358nh6kvvebNggX2mzEfmfTduPYRiDTZmv6StJkkClbMMoQaybbpLA85/fKbqbzaxYNoiAvu++TD252Xf+rymIAvnCF7Lbe+0l4n9iQixD9Xq70vEHC8qyZbLUxODR0eKynY2GKAUQpXHFFXO6Zn833Hpr57YigZ0naPN46KHy4l8j/y6asFmFIiGv0XXX8zw2Vs3znxf59xOKXWYS+Z+J7We+lPqs17PX0GzK/nmtN3zbz8hIVurz4x8vl540PS1fbxb5NwxjNinzNf1pZADwK5LkWpLkOpIkkNloGAFi3XQhLLrrdQm9gSioTZs6lZ169EPPPTnZbiXaYw/5hf3FL+BpT4MLL+zMPXAHC8pHPtJ+e3q6uGxnrSZ5BhMTMmPwxCfm7z/PaDbh29/u3F4ksEM++TI8+GDWWqFM5N8Xpf2y/YR89VVLfUJYkOddKzfht0q1n9ixqnj+BzHht4rtxy8apiU8X//6eOsNX/xv355NGB52WOf+IWfgyIgI9H5F/k38G4YRoszXdAN4CXACmd//5MJHJck4SXI1SfJzkmQdSXKWd/8bSZKUJNnT2baGJLmpNdA4vsLrMAaVWAOu447r/CX0K/1omU3/F049+mX8++efnz3X/fd3qkR/sKDn4dt1YgnKPvOkWVc3uH5mlyKBrW93Fa94mlaL/IcsL/0q9elHY4s8/2kqQttP+A1F/vPEfyjh14/8h6xPet4+VSP/gyb+q9h+YlH5vDx+3/azfXv+7Ic6A/Ura2QEdtlFrl1R5N9/viodfhWz/RiGoZT5mr6VNL2ANL2ZNP3d7/+K2Qo8gzR9LPA44ASSRLInk2Q/4E+AzCQg1qIXARPIQOMjJMmApI4ZXeM34BoZkV/NUGgs9Au8fbsMHlxDtHr085J9QYS6evZjhJJ916yJq6EhKttZBR23uW+HUhT17sb2o9Htr35Vbndr+xmEyL+KxzKlPvPE/8iICN68Up/9SPgd1Mh/FdtPKCo/NpZfqCsU+dfrHhvINhpSgThJsnSmMtV+kqT9ulrk3zCMmVDma/qXJMl/kSR/XqnUZ5qmpKmWWVnQ+tNJ6H8F/sG5DXAK8HnSdCtpejNwE3BU2RdiDCChBlxpKllxn/pUuGxnqLTmOedkXvolS9q78bpKzPfvr1nTWXzbJZbsu3Zt+Fc1lKBsAPnurrKR/yriX3O4771XluoUixGy/fQj4Xcm4t+P/L/oRZ3/InmefxCxF0v47cb2Uybhd1Aj/77tJ++1aFTe/bfff//8Ql0q8PXalRH/6gw8/HCZ/NyyRa5bUeQf2t+7sp5/i/wbhhGizNf0YiSK/yyqlvpMklGS5GfAPcBlpOlVJMlzgTtI0597e++DdBRWbm9tMwaVdevgiCM6FYoSa8B1//1SFsYv21mvw+Mfn91WcX766fKLOToqXYJrtXLJvqHBhMvKlfG8g+c9r13FjIyEE5QNIF7pFPrj+X/1q2Wp4lZnAGL0KuG3jPj3BVlRwq+OT1Wo6fPfckvnv0jRtfLFf5Htpx+e/0Ep9Vm12k+jAStWZLcfeCA+oIXO92D79nLXQJ2Bq1dnvSqKIv/+c1rk3zCMmVAs/rPynu5fuVKfabqDNH0csC9wFEnyGOAtwNsCe4d6AqYdOyXJK5Mk+VGSJD+aqvrLbfSOa64RoX7DDZ0KRQkpwtHRLAfAL9vZbMIvf5nddsX5xIRYhdQLUSbZt17PWrtC1m4VZHn44XHF2mhk2XsA++4bL/Np/D5yGqLXnv9GQwopufzmN/npGLOV8Bvqvls18v/P/yzLNO38FykS/0uWiAUqlPCbZ/uZ757/Mp2KazWJZSibNoWbkCv+57XI8x86P7WrzUbk38S/YRhKmSZfB5Ek3yBJNpAk95AkXydJDqx0lDTdCFyBWHsOBH5OktyCDAp+QpKsRiL9+zmP2he4s/Op0vPSND0yTdMjx6qWBzF6wzXXwJOeJL92IYWi1Osyt63o+6WKxC3bqftrKCwkzlevhrvukvWYRci35TQamQrQBGJd/9734oqxVpOOwo98JBx8sMw8DFnZzqo0GuHc7l57/kNurqmp/HSM2Ur4jVlr8q6BG/lvNOAHP2i/z/0XUZHebeS/Soffqp7/QSv16eYzlLEvNRrw/e9nt7dvb7/2Pnniv8xA1r22sxH5N9uPYRhKma/p/wK+COwF7A18Cfh84aOSZAVJsrS1vhg4DvgpabqSND2AND0AEfxPIE3vBi4AXkSSLGoNLg4Brq76gow+02zCU5/aHlL0FYrLP/yDLH2FoGjZzlClH1+ca81+kIHCU56S3Rfz79dqcr76nKFjx5iYgJtughtvHMrqPVXRsdjSpe3be+35DxV5Gh3NT8eYzYTfkO2nbOQ/NLBxP6ahDsIu3Xr+Yw24y4r/QYz8u5OMZV5HaDIx7ysiZPupIv5dkWyRf8MwZpMyX9MJafpZ0nSq9fc5AnacAHsBl7d6AlyDeP4vjO6dpuuQQcYNwCXAq0nTij/NRt859thwmDD2K6kZmQceKGU//fCTRuvL/PKuXg133pnlGTz96bK9qPvuxIT8uvq/sKGZAqNrtm0TEVj3TIG99vzX63Dkke3bkgSOyikPMMi2Hzfyv3Zt/sd0Jp7/fnX4HVTbT5Jkor/M6wi5FPO+IkKR/yp5D7MR+dcKUNB/8a/HMfFvGINPma/py0mSM0mSA0iSR5Ak/wBcRJLsQZLsEX1Uml5Lmj6eNH0MaXoEafrOwD4HkKb3OrffQ5o+kjQ9lDT9Zhevx+gnjYZYfmKEfiWvuip77FvfKsbwUNnOMjX7ly0TRXLDDfDsZ8P73y/bx8byu+/uu29WVkOJzRQYXaP+5eXL27f3o87/a17T+Ryx1BMIR/7LNN/y6bbaT17Crxv5r9fhmGOy+/yPaVXxP8xNviA7/zKvw6/DX/QV0QvPv9KvyL8+98KF1ZvoVcUi/4YxdyjzNX0a8CrgcsS3/zdAHfgx8KO+nZkxeJx5Zvy+o47q/JVsNuHDH5b1v/orua2FrkHEukbri2r2A1xwgSzTFO64Q7o8gfwK53Xf3bPVR87tQBWr9GN0jYr/PbyQQD/q/KvwqtXi+eP+MWarw29V249f7Wft2uw+f0KryPOvCb9+5H/dOrjuukw0uufmPq/LXE/4hey9KPM6oL0Of95kIvTW9lM18q+fmTKva3y8/1F/MPFvGHOJMtV+Dsz5O2gWztHoN+vWSVLrIYfEy3YCHHBAePvYWGdHXJBQmoZiVZnVavDNb4pCOP74LFpfr7crJL9mf6MBP3eqw7oDhbycA4DPfa5zW16lH6MrVPzvumv79n7U+dfHTE/H88f9c5itDr9VE379aj+77CLLffaRNBj3Y1rW8++mzjSbcOKJcn2uuqp9diQv8t9syvHzvhJgcEt9QjXbD7TX4fevvU8vE37LRP5Dz1nmdY2OSuWiovdxppj4N4y5Q5lqP+MkyetJkq+QJOeTJGeQJCXiFMac4Jpr4HGPk1qJN90kKiHknWg0xG4T4lWv6vyVbDREiemvoavMJibgD/4gUxah9rB+zf6ihl2xnAO/hIfyne/k14Y0KqPi348y9qPOv4pVP5Id+xgMcodfP/Kv5/nud3fmmRddq8lJ6Q+g12d6WsbV99wjt7dubZ8diSX8NpvymI0b8+1UMNiR/yq2H0Xr8Bfl+Od5/qvafspE/kPvedHr0vexyBbXC0z8G8bcoczX9GeACeBDwIeBw4HP9vOkjFmi2ZSkWfeX//bbw96JvBaufhUdEItQTJk1m/C730k46qSTZN+imv1FDbtimXlr1sRLmeRV+jEqo+LfFz7+x8CnG8+/PqZsDvds2n6qev5V/Kto0usQOk6e+G824bLLZB99zq1b4cILs9vT0+2zI7HIf72eCdk8OxUMbqlPqG77qULM9pMk4ZK3PrMR+XeboBe9jzPFxL9hzB3KfE0fSpq+jDS9vPX3SuAP+n1ixixw7LGZYlOmp6Vdqh8VD5XCGB8XY+xnPtM5pxyyCKkyq9ezZl3r18u+Rcm+fsMu99c1LzNv7drwL//ChVbpp8foR+mDH2zf/uUv5z+uG8+/itVnPjN7XN7HIJbwOwief7X9+JH/0HHyPP/1eudAa9u2zn9xd3YkJP51Ik4pctXNhch/WdtPFfzP07ZtYXtZjKqe/9CgMm+Qoe9jGVtcLzDxbxizQwLXJXBt4O+6BK4t8xxlvqZ/SpIcnR01eRLwf12eszEo5FXuCUXF63V4xjOy2+PjErV/6KEsgq/R+5hFaGJCfokuuqjdDrRunVTycZ87pOIajeyXRfcvysyr1+F5z2tXJCMj8PznW6WfHqMi88or27f/+tf5gmMmtp8PfhB2313Wly+Pfwxikf9eV/uZSanPKpF/X8yq0PMf45a7VNxxdSjh901vqlbvfr5U+6lKzPNfVvzPNPJfNKCp2rdgppj4N4xZ4znAycBzgdHW+snO9kLKfE0/CfgBSXJLqyvvlcAxJMl1rRr+xlwk7xcgFhV//etlqYI7Tdsj+DqnHLMI3XJL/BdJO/dCvBJPrQbPepb8CqpaOeig4sy8RgP23ju7ve++VumnD+jb6qdmbN+e/3GbScLv7rvDO1tFhP/5n+Mfg0Hu8Fsl8h+7VrF/uTSFxzym/fzdcbXv+Y85+/Lq3Q9qky/IXl8/Iv8h28/0dPnXP1PPf9GApmrfgpmion/t2v4nFxvGMJPC71p/twBbndu/S+F3ZZ6jzNfUCcCBwDGtvwOBE6kwwjBmkXXrsiZYecQ89EkSj4pr1uBBB8HLXw6XXhpO6A3V7B8fh/e9L/yL5LbiTJL8SjxHHCHHfPhhub19e7wKkVKrwSWXwCMfKVWNLr7YKv30AY38+1HMBQvyBUc3nn8d+y1YkDX88qsMufQq4bfIKjSTUp8z8fyH/q1AhOirXpXdXry4fdzr237q9U6bUFG9+7lg+7n66t4L0plG/qt2+PWft0j8V+1bMFPUXnTXXf1PLjYMY2bEv6aTRArOpenvon9w3yydp1EGrel3ww3F3771entIUNlzz3hU/OqrZfm5z8GHPhSfU67XYf/9s+3j43DKKfKr4/8iqejXX440he99L+4T+Z//ab8dS1D2mZiQakY33lhcxsPoChWNf/In7WO/gw7KFxzdeP5d+4u2jdCxaewYvUr4zRPymzbJR9QVmlWafOkx9Jx9Yp5//bfyt4+MtA+KnvOc9kGCK/7VOuTP3LjtOEIMsu1Hr2Wz2XtB2ivbz+houc9+rEFbHlX6FswUzfVJ0/4nFxvGMJPAE/QPWOzebm0rJO9r+uskydkkydNIkuznIkkOIkleRpJciswKGIOC1vQr8+3bbMKvfpXd1l+sl788HEJsNuG882T9RS+Cs86Kzyk3myLKFd/G4zb6StNOlZNXtvOnP23fFktQNmYdFf8f+1gmOJIEjjsu/3Ez8fyPjcGKFbK+YUN8/9ko9dlswm23SRqMKzTLRP4XLMhEsy7dyrdKXp3/RgN22y27vWCBPIe7r/7buftAZs2KWYfyJsr8yP8g1fn/9a+z9V4L0pjtp6r4LxP1h+qRf6jWt2AmNBrwwx9mt/udXGwYQ87Zzt/dwAdaf2e3loXExX+aPhP4NtLddx1J8iBJch/wOWA18FekaUEdD2PW0Lr6GrYr+vat17MOuarQFi0SgR+aH/cbdl1xhSgcDVcuWJDNKbtlR0I2Hv1FqtVEufklK6xs55xExf+ee2aCY9ddi8sezsTzPzYmH6PFi/PFfyjyXyTKQ+SJf7dPnSs0y3j+3ZmSbkt91mrwhjdktxcuFFHuVuINVTwCEa4h69DixfCBgp+SQS312WjAvfdmt3stSGOR/7KvX786y/j9obvIP5TvWzATQm1Y+plcbBjDTArHpnAsYsG/EHgQ2Ahc0NpWSP7XVJpeTJq+mDQ9gDTdnTRdTpo+hTR9D2l698xO3+gpeXX1ffzSIGq12b4d7ruvc35cBxYa2tNf0ac/XeaSQQT7Jz4h+154YbGNZ2ICXvxi+XV21YmV7ZyzbN4sb9/ISCY4Fi4s3+G3quffTRVZsaJY/Pcz8p9XHrNM5N/1f3db6hPEYqWMjcm/lms5CtmCRkbk/Op1cQ26PPvZxR7xQfX8r1lTflKxG3pl++ln5H+2mO3kYsMwAPg08Cjg35BeXI9CenMVMiBf08aMCSW9JonYc3xC8/tbtsS7+sQGFu94h4R4x8bgmGPk23/NmvzC4i7XXNPZICxW6QesbOeAs3lzZw55meh6t3X+3chnkfjvt+0nr6ximTr/vYj8Q/sgIlTDP/S4BQuyff7939vv+/Sn4+etDKrnf+3aznPppSCNNfmqKv7LRv6rlvqcTWY7udgwDAAOTeHlKVze+nslcGiZBw7I17QxI2J19UHsOT5r1+aHm/z58byGXRMTUoFHsxzXru0s9Bz6xY2d8267WdnOOUpI/JcR2N3aftz9y0T++9nhNy/yWabDb9nIf57nH9qjwbqPVuN1n9vFFf/uNd1jD9hll/h5K4Ma+T/ttPKTit3gXsvx8eqef33Py0b+q5b6nG1mM7nYMAwAfprA7/twJVKav1QfrgH5mjZmRF6mXsjkWq/Dk56U/5watsxr2PXSl8pxf/1r2f+kk+QX91Bn4Bn7xV2zJitz4nL99fmmXCvbObB0G/nvNuHXj/znVfvpd+S/XocTnPIH7se+auRfE6V7Ffl3xX/oce7gxN3XTw6OMaiR/3q9XfyPjPRWkLqfp8WLq3v+51PkH2YvudgwBp0EXpfAugSuT+C/Exj37n+x05X3Bwk81rnvhAR+lcBNCZxZcKgnIY+/JZGa/1cCx5Tp9DsgX9PGjIjV7Ie45eapT5VlkkiIz3+8hi3zGnaB/ML6jb60zGdeCGjt2vjrKTLlWtnOgWSmkf8qnn+/nv7KlTs/4ff978/W3Y+9Vt0JVe8Bifz7AjB2nCLPvyv+Q917i2w/7nj8d78rVxt/EJt8+TkYIOf3hS/07hjutXTFf788/yGb0aAxG8nFhjHIJLAP8FrgyBSOQDrwvsjb7WbgmBQeA7wLOK/12FHg34FnA4cDf57IMkbXfbjy6vw/miT5IUlyG0lyHkmyzLnv6rwnNWaZvEh+yHLTbEqdfpBflEsukQLgoco9eQ279BdWFdTkJFxwgTyfPveXvhQOAdXr8MQnljtfY04w255/3/azZUu8jvtsdPhV8bvPPu2Rz/ta3VCujcRhtm7tdMqNjMyu7Uef1xX/W7aUq40/iKU+QzGLycneVp+JRf6r2n66jfxfe6010jKMAWUMqb8/BiwB7nTvTOEHKTzQuvlDYN/W+lHATSn8NoVtwOeBU2IH8Tv7Vun0mxej+SjwDuDRwK+B75Mkj2zdN2ATjkZQSC9cGLbcnHpqVuZzdBTOPluEvBZM32WXLGyZ17ArljjshnLPPjt+zpdf3q4WLUtsTjPbnn/f9gPx6P9s1PnXf6l///cs8tlswmc/K+unnBIWa7HIf16d/5jA7GXkH8rVxh9E289sVJ8Jif9u6vz/4AflZlj8925yEl7wgnLHMgyjZ4wlSfIj5++V7p0p3IHU2r8VuAt4MIVv5Tzfy4Bvttb3AW5z7ru9ta3n5H1N70KaXkKabiRNPwD8HXAJSXI0kOY8zugF69aJp/2QQ4p/GZpN+MhHZH1sLDPrTk21F/4GOPdc+JbzOdTk3i98Ab75TfklP/HE7Jczr2FX6BfWpaiwdq0mCckLFliW2Dxgtj3/fuQf4JnPDP+79DvhF+Dhh2XpNtqq16XrL0hOQkhIhyL/seNMTbWXOPVxn0fFZZHn3xX/X/pS+31lauNr5H+Q6vzPRvWZmXr+9X15+OFyMyw339y57dJL4aMfLXc8wzB6wlSapkc6f+e5dyawDInWHwjsDdQS+IvQEyVSq/9lwJuzTR30RW/nfU0lJMnu2eHTy4FTgc8Cj+jHyRgtmk3JHvzNb8TbfuKJ+b8MbgOusTF49KNlfXoaXvjC9seecUZneU3NCzjiCBlwXHBBpqDyGnb5v7AhigprP/GJ0rXXssTmPJs3d759/fL8+wm/WpXm5pvDQmo2I/+77irLkCsuJKSrev7zBkkh248b+Q9dYzfhV92ALkX/woMY+Yf+V5+Zqef/Fa/I1svMsPzsZ53b0hRe97pyxzMMY1Y4Drg5hQ0pbAe+AjzF3ykRv//HgVNSaJlDuR3Yz9ltXzzLUK/I+5p+H9IwICNNrwWeibwYo1/U63Cn837ffnv8l0EVhgr6yUmJpmto0P1VaTTCXgJtkqVRfg1FnXtuccMu/YUFCTv6yqTMXLtlic0LHnxQJo/cyHu/PP9+qU/tQpumYSEVS/jtZ+Q/r/a/S9XIf16Vl5Dtp0rk/+Uv77y/6F94UEt99rv6jCvylyyR61xWR/PFXwAAeTZJREFU/Oc1hYsRcnaCXPtedS02DGPG3AocncCSRCL5zwR+4e6QwP6Ijn5JKrZ65RrgkAQOTGAhkih8QT9OMv41nab/RZr+UM402YUkqbW230qaviL6OGNmNBrwta+1i/TpaTj//PA3fEhh7NjRPhjQX5U1a8IlIpJE5sP9yj1nnFHcsEt/YRculApC/SysbQwszab47TdubI+898vz70b+G432dhYhIRVL+O1ltR8/8l/Wd14l8u8Peny6bfKl1+G442TplqEs+hce1Mg/9DeuMBPPf9mBocujHhXevm1bbxOZDcPonhSuAr4M/AS4DtHZ5yVwegKnt3Z7G7Ac+EgCP0vgR63HTiEW+0uRAcMXUyiREVSd/K/pJPkbkuRWJGv4NpLkdyTJ3/bjROY969aJrabIv79mTXuoTpmakk67PkUNuyD7VQk14EoSOOecLBSlimNyUn7JykTyJybgD/9QFJirWHpdWNsYWNya6m7kvYrnv9tSn2WaSs+G7ceP/KsrToW0m3/vfh34Tb7yjlMk/l3bj+7nJvGGcgVCCb977FHeLjOokf9+49t+duyQ96fM6+8mITn2vluBNMMYLFJ4ewqHpXBEKtH9rSmcm8K5rftfnsKyFB7X+jvSeezFKfxBCo9M4T39Ose8Up9vReqEPp00XU6a7oEkJzy7dZ9RlmZTfPs33FCc2bV2bfxb/sADO7fV63DUUdntsbFOlaO/DvU6HHZYtj1J4Pjj4fTTw6EoDWUpsTBgswk//nGnpajXhbWNgaTREHeY4kbey0b+R0biSawhXO97GSEVS/hN0/bJqqIxelHkf2SkPem50RAhDbD77iKk/a+DXnr+i5p8hSb+QuL/Ix8pb5cZ5Mh/P/Ej/yDXr8wgtpuEZH3eww/P/ldsctUwjG7I+5p+CfCnpOlvf79F1v8M+Ms+n9f8ol6XUh8xQ7K/b8zcGet++//9f7JMEikyfsop2S//okXtvw4HHJDtu//+8OUvy+2Qglq8uP2XzK30459zaLai14W1jYEkL/Je1vNfxfID7ZF/FVJKSBDFIv96fCg3RtcSnH7OPEjkf9dd2wcxtVr2L3vGGXLb/zrYtKlanf88z39Rwm/o3zTU4beKXcZv8jUIdf5nA3eQo+J/crL866+akKz/I6efDvvtZwXSDMPonvwYTZpOBrZtASK9Ko0O1E4z2bqUk5Pw9a/nZ2g961nh7TFTqBY3f9Sj5Fif+UxnuBFEzcQacKmCcht97blnptz8Sj/+6wth89FDQajBtL71ZSP/VcW/HwFvNDLRHRJEMc+/3gflxuh6zFDevIp/H+2/t2RJ+OsgTeGXv+w8t1id/7xr5QrSUOTfr+Ov+/mRf38wksfIiJzrIJX6nC30vXDFf9nXXzUhWT+vixf3N5HZMIz5T97X1O0kyTM7tibJM5DGBcNLWf8+xFtNhvz7ys9+JkrG90HExPS118ovwxe/KKG6Wg0++Um57+//vl3g6697qAGX2+hrbExak+ZV+om9PsXmo4eCeh2e8Yzstht5L+v5rxot9kt91mqwbJn8hQRRrNqPHj8kykPVV/wBg8tDD7XX+Fd2bxVMfuCB+L/Lt7/deZxubD8uoSZfZ5/d+bU1OQk//7ls168HdwahCD/yP0zi3xXkUN72o1SZYdH3c2TECqQZhjEz8r6mXwv8B0nyKZLkNSTJ35EknwbOQ7KRh5Mq/n2As84Kbw/59/X5L7lEfk0XL47bd9z9v/ENUQru+RxzjCz1lzjPmK3UalKrEeT4RVmUEG/0tXy5zUcPEe9x0pLcyHu/Iv+hxyxeDM9/flgQFdl+ylZf0ceEBjSxyP/oqAwANm6M/7s85zmdj+km4dclFPm/5572r4lmE370I/k6OOmkrGJR1ci/iX9ZVrH9dHusYbFVGYbRP/JKfa4DjgC+BxwAHNRaP6J133BSxb8PcPnl4e0x//6pp2bhN9erEOrWq+ej4Ur3fJYskTDkXa1JmjIlUUBmNPbbD57whE4FEJp58DPXFi6U4373uzYfPUSo4Ntvv/bIe788/37kH9rtK6FjhBJ+9b6y1VeKIv8h8Q8yI/HAA9m/i75e/Rf74z/uPE7oGPffD7/9bblJx1DkH9q/JtzJwPXr4b/+q/28yuAn/FZJ3J7r6DXeuFGWDz/cP3HuRv4NwzBmQl61n4OBPyRNG6TpG0jT15OmnwCeSJI8ctbOcJDQ6HmRN8DdP+aHDwnvc8+Fb30ru711a2a72bGjs1tvoyHHD9X0B1Ecn/qUKIW1azvn8mM2otWrRcUcfHC2La+shJu5ttde0qDM5qOHCv2X+MhH2t/6fkb+q4j/osi/X5ZzbCz8cc8T/w8/HLb9ACxdKuIf5N9FI8XLlsmyTLWfZhOuvFK+FspMOur1ueWW9u36NfHSl8rXk4r2yUmZ0IRqth838h9yK85n9PPwsY/J8v77w7kavTyWiX/DMGZK3tfIOcDDge1bWvcNH2Wj5+7+sV/okPA+44zOMiJuhp4/03DmmbBlS/h8mk24+24JR550Epx2miTwKnlifvVqOdbq1XK7qKxEv1tpGgOPin9fxPbT8+8PGNyqNT5lEn4bjUy812rhj/tMI//63Grzede7ZFmmzr8fpS+adFTx/5vfdN63eTN8+tPh6r5QbTDmRv6HTZjq50F7PExPl5uVmcmxhu0aG4bRe/K+Rg4gTa/t2JqmP0JsQMNHyBswPh6vaLN2bacagnBYsdEI1w908SP7WrbTxa3pr6pr/Xr4q78Su5ISK9sJEva79lqx7uj5upWBQlgG2lATE/+zHfmPDTRCth/9d9Bod60G//APsv4nfxL+uHcb+XfFP2T7LV8uy6LrppOIbpQ+b9IRsuuz777h2gF//dfx11gleu9G/ofNj675FO6g85578t+XbjHbj2EYvSLvaySgWn9PQUvZeYp6A9xfuJER+LM/i+//mMd0bk/TTv9+rLOvj0b2G41wiGliQp7f79b7ta8Vl+0ECQVedpn8krutV/3KQIbhMJPIf7eef/8xVWw/zSZ86EOy/pKXZBHwVauy5w8RE/9pWj7yD9m/eizB1q/zXzYh2UXF/+67y3n5DaUaDfk6c8VkN7YdjfyHBljznU2bOrdpAnmvsci/YRi9Iu9r5BqS5BUdW5PkZcCP+3ZGg462LVWmp/Pn3w85RJZJkpXRnJ7u9O+vXRvOsov59EMWJBCDb0gpuEoiVrYTZMDysOf2KhNmNIaaQYn8l034dT/m996b/Qu7k2UhYuJ/clK2lY38q/jXc8i7buvWyfVZ7IVcitpouAm/BxwQbih17LHtE45pmpU+LYsb+R82Ybp0aee20dH+tDexyL9hGL0i72vkDOClJMkVJMnZrb/vAi8H/n5Wzm4Q+cIX2r9984Rxswnnny/rY2PZLECoUlC9LqVSlCSBE06A5z2vvTSI2oXWru1UP+Pj8L73xesJuoTChuotCNmPisKMxlAzCJ5/X/xrO47rrpPbegz9mLuNrfRfWM/17rvDx42Jf43g50X+Jyez66THjkX+tcmXVha+6672qHxeyo7ilvpctCiclvP2t4f/3av8qw+z53/pUnmv3BjN3nv3p72Jlfo0DKNX5JX6XE+aPgU4C7il9XcWafpk0jTy0zgErFmT/YIrMWF86qnZvmkKV1yR3ecPGppNuP327P799oMvf1nu1/DSHntkIbvTTmsvKzE+DqecIr86frfekZFyDcOqJigbRovZjvyHSn26Cb9uO46TT87OBfItNPr49evDojgm/jWCnxf5hyz6Xzby71YW3rEjO6e8/HtFr48OlEJpOaE4QZJU+1d3m3wNm/gfHZWvRncG4Oij+3Msi/wbhtErir9G0vRy0vRDrb/vzMI5DTZlC4L7ZTunpjoVgztocEt5uJ78Wg3+9V9l+9ve1t6t132+kZF2NdBoZAbmNC0XNozNGCxYYN16jVxm2/NflPDrt+OATDTl/Qvr47ds6XS/wcwi/9Ap/vMi/3fc0d51WL8earVyRbXcyH/s+vptOgB22aXav/ow235GR+U6u1//VXokVD0WDN81Ngyj99jXSFX8Lj1JAk97WuevZahsp48qDu0foPv7nvynPlWWOres9f1dpqfFkqTUajJzoM/nduCJhQ1DSgBkHtu69Ro57IzIf8z2o7Yetx0HwE9+Iku/pr/rpnMHKiHf/0wj/9oMyrf9hK7bLbeEJ+LStFxRLdfzn3d9tU2HEioilscw237GxuRPU7ugf9fAIv+GYfQK+xrpBteKk6biLfCbb4U6vSRJ9s3tRt+L+gfstZcs3W69fn3/yclO69EHPtB+O00lNJkXNvQbdj3qUVa73/i9fz5Ww3w2Pf9qgYkl/Mbca5demq03GlIFB0SY69jWzRk4/vjO19uvyH9I/O+7bziKfMIJ4WP4lIn8Q9amQxOK/cTiIoa51OfoqFxb93X36xpY5N8wjF5hXyPdUKu1h97uuac9edc1D7ssWJApjj33zBRHkZVofFxUxb/8S/luvY2GlPf0mZyEq67Kf22aGXjZZTKwsdr9Q43rn491lp2czISQSz8i/zqYiEX+Y+61k07K1ms1ePe7Zf3978/2dwcqt9zS+XqLIv9lxb9+PejjQraf5cvl31DRAcIxx4SP4eN7/vOYmIBnPzt8LkUMc6lP/cy719fEv2EYg459jXRDowE/+lF220/ePeuszsckCXzwg1JeA8TH7/r3XbuN78lvNiXSf//9WbfeRzwie+6Qhz/WN2DbtuJSHtawy3Bw/fO33goveEHnPpOT8X52vfb86/OFEn6nprJ/J71fn/vJT27fX60a+++fbXPH7KGiXEWR/5jtRycKy0b+tc7/n/xJtk0bgpWdhCsb+Vf23VeWVcX/MHv+VfjPRuTfbD+GYfQK+xrphqKOO5df3vmY44+H00/PSkH4c+uu3cb35NfrmY1o/XpRX3feKb8GMQ9/aHYAZJtV7TFK4vvn01TsMx/9aPt+MfGvkf+89JeqkX8V6HmlPhuNTIgvWSJLXzS5nnjlx14HE39c323kv0j8hyL/O3bAgw/K7YUL4SMfkfVddgkfw0dzFspeXxX/oa+NPLSOgEX+hX5dgzvvlOWtt/bn+Q3DGB6G7Ku6R+TZdELJuEkCz32urPv+fcW127gee1VfKv4nJ0V9NZvyi3PYYWFPfr0uPQLcX6KREXj+861qj1Ga0Dg3TeF1r2vflhf5h3AKjFLV869iPa/JV60Gf/d3sn788bL0j+HaYpTQuN0d1+eJ/ySJR+UXLBDRXsX2Mz0NGzZkx9tzz+y1xXDfq3/7t2y9jPjXNiP/+7/x3I4Q+hUzjOJ/chJ+9zuxiCn9iPw3m/KzA/CP/xivyGwYhlGGIfuq7hF+xR8/eddPxk1TeMc7ZH31aln+4z92/sKG7DYx9QWimh7zmLg9p9GQSj3Kvvta1R6jErEJpDRt72uXF/mHfN9/t57/og6/e+whS41M+8JUH+/akrSwloubTqPnGbL97LprZzsNF7fLrxv5X7Cg89w08u+K/+uvl/W8yH+9nq3rrAF0XqsQait6+OF4bkcIfc1TU8Ml/ptNyYPZuhX+5m+y7f0Q//V69n4+8EB+U3nDMIwihuirusc0Gtkcv5+86//Suuph+3b5hdywodwvbF633qmpeHdhkMddcgk88pFw8MEys2BVe4wK1OthQeunjsTE/333yfLaa+PHaDal/13ZaHMZ24+eE0iqDHSKspDt57DD5Hli6Td5kf+Y318Jif/Nm/PtUhs2ZOP3n/1MlnmFui66KLvtvq4yg6sPfjBb93Md8hhW20+9nl1j/ZxD78W/vq/6mdm2Lf9r3zAMo4gh+qruMbValtj7gQ9kv8hPepLM18caatXrWeS+zC+sX5TcJ9ZdWJmYgJtughtvtAReoyvOOae4QXRI/Deb8MlPyvqf/ml4nNtsws03V4s2FyX8KtoUKyb+Q7afqSkpyBVLv8lL+I35/RVX/LvHDCXYuuJfZyN++lNZxiL/eQ26i8R/o9FuefJzHfIYRtuP78bUzxr0/hoUpZgZhmFUZUi+qvvEU54iS/311pqIqgx89aC/GCr+y/7CNhrZnLxPqLuwYfSQ00+HZz0rGwAsXNhZXCok/ut12LRJ1jdsCI9z3UbVZaPNVSP/KrjL2H62b5ftofQbyMS/X8Go28g/xCP/27bJwOVRj5IByc9/LvfFIv95k4RF4r+o1Ugeru1nWOr85w20en0NyjaVNwzDKIuJ/5mgGXJ/8zfiWajXsxIbIyOdDbViIZxXvjLf8+B26z300OzXJVTi0zD6wPnnZ+kqu+/emTrii38d56pIDo1zux0Ll/X8F0X+Q7YfzT+IVbudaeRfO/y64j8W+d+wQa7NihVSllRTiWIC368Y7E4WFon/mQhMHVQNk+c/b6DVa/FfVAnaMAyjKkPyVd0ntIbg3XfD054GF16YKY4dO+TX0G2oFfrF0A45RZ6HJz9ZHnvccdmveqjEp2H0gVoNPv5xWX/DGzo/xr74L2NV6NbOkFftZ3q6vTAWZImSsci/L/7zkmN75fl3jxmK/I+MZOe/YgX8wR9k9+Ul/LoVg7W8KBSL/5kIzGFM+PWvlzuA68c1yKsEbRiGUZUh+aruEy97WfbLd//9xfPmvn8/SeQv1E3IR7/1P/MZsQD5swqG0Wce+1hZahUdly1b2kVsmUhyt9HmmO3Hj+S7PmyIR/5920+eUJ5p5L/ZlGOUifwrGvnX7Xl1+N2Kwe96V7a9TMJvtwJzGD3/0H69Vq7MtvfD+hSrBG0YhtENQ/RV3WN8z0KIkJJx/fvaFhOKPQ/NpnR5efhhuP12OOUUS+A1ZhWd6ApNUPmRf7/L7qJFnZFk3UcpG23Os/2492vkXCmb8NuN+H/44XLiH+Dee9u/NvJKpEK7+N9ll/xyopBZlg46KNtWRvx3KzCHMfIP7ddLXZnQv7wHa7xuGEavGKKv6h6Tl/EFcSVTq4k9KESe56Febw8XfvGL1unFmFVUDPoTXBBO+HW77LrVcP19lLLR5ryEX/d+P/JfJeE3Rkj8p6lE/svYfiBLC1KqRP6bzfIlUd1BQtk+Ct0IzGGN/EN2vY44Its2LEnPhmHMXYbsq7qHhDwL7q94npI59NDw9pjnwa8rBzIQOPbYaudsGDNgwQIRNmXFf60Gb3qTrP/Hf4QjybWaiNQ99ywfbS6K/Kv4L4r85yX8xgiJ/8lJuV0U+VcP/j33tG8vivwvX57V+p+aKl8S1RXiVZqoVWVYI/8u7vUd1mtgGMbcwb6musXv8rtwYfatPzICX/pSflkOn5GRuOchNstwzTXW6cWYNZJExqdlbD/KIx4hS9eC4jI1JZHz1762fLS515H/mSb8PvSQLPsR+V+2TM7nDW/I7itbEtV9vVrxqB+4Tb6GNertfhaH9RoYhjF3MPE/ExqN7Bd9ZCRTBKOjcPbZ8cd87Wud26en4Zhjwo9ZuzZ+DtbpxZhFlizpjPynaVz8h5JqXVSghwRwjN/8Rpa33RY+VtXI/0wTfh9+WJZlPf+++M+L/K9Y0dm5t2xJVPf1f+5z/XMJDmOpTx/3dZv4Nwxj0BnSr+oeUavBv/+7rE9PZ5787dvjv85r1rR7913e8Y7w9nodnvjEzu3W6cWYZWq1TvE/NSUf/zwR6yfIKlXFf7MJb3ubrL/hDe2C1vfwb90abtClJIlsm6ntp2rk37f95EX+V6zoviTq+96XrW/aVG62oBvM9iPo58bEv2EYg84Qf1X3iKc/XZa+oI/9Oq9dG67Vt3BhvpC//PKs3ApYpxdjpxCK/GuEeTYi//V6Vrf//vvbBW3I8++WYAwJU78xWDe2n35E/vVc99yzu5KojQZceWV2e2qq3GxBNwxzwq+LftaH+RoYhjE3sK+pmbLnnuFv+9ivc70Oz3te+2NGRuD5z88X8rUaXHGFKBPr9GLsJEKe/zzxXxT51zFzXu16pdEQAauP2bq1XdCGPP+rVnWei8uCBTO3/ZSN/C9cKNeviud/xYruGnCtWdNpeyozW9ANFvkX9D2zyL9hGIPOEH9V94jNmzsLbxf9OjcaWfkOgH33LSfkn/hE+OlPrdOLsdMI2X5mK/J/5pnSTMzFFbRFkf+QKBsbm7ntp2zkHyT6X6Xaz4oVsqzagGvt2vaJQuifS9Ai/4LZfgzDmCsM8Vd1j6jXO8OaIyP5v861GlxyCTzykXDwwdIppqyQt04vxk6kqu2nl57/Aw4In48KWn+gsXVrJp6h/7afosg/wOLFcN112bGhOPIP1Rtw+Q3UFizon0vQIv+CiX/DMOYKQ/xV3QNilXu2bYMvfCH/sRMTcNNNcOONJuSNOUNV20+vIv+NBtxwQ+f2iYlM0IYi/0uWZBH5WOS/V7afosh/sykVivR4KuBD1+3ee2XpliutOu7/5Cez9d12659L0K32M8zCV1/7MA+ADMOYG9jX1EyIVe6ZmrISnMa8ZGdF/mOtLm65JVsPif9Fi2D33eV2LyL/OjDwI/9JUi4a7x4r9tqbTfjMZ2T9X/+1+xKdtVrWWOyNb+yfS9Ai/4JF/g3DmCsM8Vd1D+i2co9hzFF67fkvm/B71lnh1Bq3nKUr/tNUxPX4eCb+Ywm/riDvNvK/666d5+cSatIdu271upTmBKlsNJMSnfvsI8sDD+z+OYpwm3wNs/i3hF/DMOYKQ/xV3QO6rdxjGHOUkO3nl7+U5V13de7fq8j/5Ze33x4ZgVNOaf83c8W/9h5wI/9lbD/dJvwWWX5CMxdpKktX/Osgwc1bmEmJTq129KY3wbp13T1HEdbkS7DIv2EYc4Uh/qruEd1W7jGMOciSJVJxRyPYzSa85S2y/uY3dwrcXnj+VRCrWAZZ9xtiu8fS53Uj/71M+HVfz0MPFSf7hmr16/m4r73bhl4xli+X5e23SwJwP7r8WuRfsDr/hmHMFexraqbMpHKPYcwx9KOtlpV6HTZulHW/6Rb0JvIfi5r7DbHdyL+eX1Hkvxd1/stE/rX6jvvcGpV3I//dNPTK4+c/l2WaSn+BfnT5tVKfgtl+DMOYKwzxV3UPsco9xpCgteObzSwi7zbV8i0qvYj8lxXErvh3I/8q1H/7287nrlrn3xW6SpnIP8h1cfd76lNl6b72bhp65R3vd7/Lbk9O9qfLryX8Cmb7MQxjrjDEX9WGYVRFxb9aUYosKr3o8KuCWIVlTBCHIv8Al14qy1e/uvN8q9p+kkTOo2rkH2QAc+aZ2W2txOMn/FZt6BVjzZr2UqHQny6/5vkXTPwbhjFXGOKvasMwquKK/zIR+V7W+dd9YoI4FPn/5Cez6kT33ddpe6lq+wERd91E/gEe9ahsXc/xzjvb96na0CtGry1EMdzI/zALX6vzbxjGXMG+pgzDKI2Kyc2bO33soYh8r6r91GrwuMdJh9yYIHYHGhr5/8lP8ivnuLafNC22/ehr6ibyD+2DhK9/XZZnntk5I9GLRt69tBDloWI3TYdb+Frk3zCMucIQf1UbhlEV1/MPIqR1Wygi36vIP0iU/qij4oI4FPkvsr24th+tYJRn+4F28Z+m1SL/7n46I/HAA/1JxIXeWYjycPsbDLP4t4RfwzDmCkP8VW0YRlVc2w9IBF79+KGIfK8i/yD5AXn7hTz/vp/et724th8dBFSJ/E9Oyno3kf9e1fLPo1cWojz8NifDipX6NAxjrmBfU4ZhlMa1/SiLF8Nee4Uj8mU6/I6NlRNMW7eWF/86qHjqU/NtL67tR8+xSuT/oYdk2U3k36UfibhKLyxEeVjkXzDbj2EYc4Uh/qo2DKMqGvl/7WuzjrHNZjyiHIv8r1sHRxwBd9yRX+nHZevW/H1VfLmR/3e+M9/24tp+VPxXifw//LAsy0b+Y/v1IxF3tjDxL5jtxzCMucIQf1UbhtEtd96ZdYzNE/+hyH+zCSeeCDfcAF/5SjXxXybyf8450nYDYNmyfNvLpk1w880yGOnG9qOR/7Li3z3/fifizhZm+xEs8m8YxlxhiL+qDcOoyj/8gyzdjrHNZjYj4BOK/NfrcM898hybN8OWLeWOXeT512j/hg1ZFH3RorjtpdmEK64Q0X/SSZmQr2L70ch/WduPS78TcWcLN/I/zMLXPP+GYcwV7GvKMIxSNBpZwyzIOsbeckv5yL92BVahvmOHiPoyya5Fkf96PVtXIe8n/Pr763msXw9nnNF+zjFmYvtx+bd/628i7mzhit3zz8/sYMOG2X4Mw5grmPg3DKMUa9a0J/qC3L711vKe/1BX4DQtl+ya5/nXQYWiFp7zz8/f363a8+1vy3oV8X/DDbJcv774/KH9tf/938NVV/UvEXe2cCP/DzyQ2cGGDbP9GIYxVzDxbxhGKWIdY5ctKxb/GvkPPUeSlEt2zYv8hwYVAO96V/n91X5U1vbTbML73ifb/uZvygled3ZCbVNzHd/mMl9eV1VM/BuGMVcw8W8YRim0Y6yiiaqjo3HPf5KIONRIuT6HRotHRmDp0nLJrnme/9CgQreX3V8tQkWR/7ExeT31emYvuvfeYsHrz06obaof9f1nk8sua789X15XVVT0m+ffMIxBx76mDMMoTaORiRtNVM2r9gMilt1qP41GJrDHxuAP/qD4uFNT0oE3Jv79QYU+f0yQ6/663/g4HHOMrJeJ/N90kwh5fV1lBG9otqGf9f1ni099qnPbfHhdVbHIv2EYcwUT/4ZhlKZWg+XLJVp/0UUS8S8S/65HXp9jr71kffXq+KyBizbtyisL2mhkwn3JEmk+lkejkR171Sp461tlvYzn//rrqwv5mG1qrtb3V1wrkzIfXldVLOHXMIy5gol/wzAqUauJ3WdiQiLeaVot8g/Z7WYzHM3XJmBaOWbbNlnmVfup1eDxjxfRf+KJxeK/VoMXv1jWL7ywfTYij9FReNSjqgt5nW2YL/X9lRNOaL89X15XVSzybxjGXMHEv2EYlVi0KIvEa/WfvOi9H/mHLGr+wAOd0Xy3CZhWjtHj5Yl/kJmEQw6BXXYp3hdg771leeih2YCkjO1n773l3FTolRW8jcb8qe+v+B73+fK6qmJ1/g3DmCvY15RhGJVYuDCLxKuIrxr518eFfPxuEzCtHFPG9qPn0WzKjERejX9Fhf7UVHaOZUt9NhrZ7EJZwVur5Xccnou4pT5XrJg/r6sqZvsxDGOuYOLfMIxKuJH/MuLfj/xv29Y+GHDFv98ETBNp/+u/OvcNscsusGmTDB7uuKO44ZTbhEx7A5QV/7WazFCMjlYTvLGOw3MVN9J9xhnz53VVxWw/hmHMFUz8G4ZRiZlG/v1EWVfQxyrifOADnfuGqNVE/P/v/8o5FjWcUsG2fXs1248OZpYuhT33HF7BC+2R/6KB03zGxL9hGHMFE/+GYVRi0aJM/Hfj+c8T/7GKOH/3d537hlDbj85MFDWcmknkH2Q57GLPjfwPs/i3Ov+GYcwV7GvKMIxKLFxYzfZTJfIfqr9/8slw/PHZsfP4xS9kOT0ty6L6+yHPf5XI//S0iX+L/AsPPCDLG2/cuedhGIZRhIl/wzAqUdX240f+N23qfD6XRkO8+yCVcT7xifLVfi69tHNbXv19N/JfNeEXZDnskV6L/Mv/wec/L+svfnG+1cwwDGNnM+Q/W4ZhVKVqwu/YWHnbjz7XGWfI+ic+IbfL1PkHeOELO7fl1d93Pf/d2H4s8m+Rf5AZK/1cb9iQbzUzDMPY2Zj4NwyjEm7kv6znv6ztR9EE2lWrZFk28v/sZ7ffLqq/P1Pbj0X+TfxrhSr9/BRZzQzDMHY2Q/6zZRhGVfod+QdYtkyW6qMuW+df7UJKUf39mdp+LPLfPvgpGjjNR2IVqmJWM8MwjJ2NiX/DMCoR8vz3OvK/dKksN26UZdnIvzsIWbasuP7+TG0/Fvm3yH+sQlXMamYYhrGzGfKfLcMwquKX+hwfz49++5F/rYay++6yDEXz/ch/Wc+/G/l/6UuL6++HIv9W7acaw57wqxWqtKN0kdXMMAxjZ2Pi3zCMSvilPvOi/tAe+W824d//XdY1X6BfkX8VY3mEPP8W+a/GsEf+Qfz9K1fKtSiymhmGYexs+vezlSTjJMnVJMnPSZJ1JMlZre3/TJL8kiS5liT5Kkmy1HnMGpLkJpLkVyTJ8X07N8Mwusa3/eTZaqA98l+vZ6U+VWyHBL3OClT1/Lvnsnhx/r56bnouavuxyH81hj3yD/K5u/hiOPzwYquZYRjGzqafMautwDNI08cCjwNOIEmOBi4DjiBNHwP8GpC0qCQ5HHgRMAGcAHyEJBnyn1XDGDwWLRLxu2NHOfGvkX+/KkqayvL73w8/Zrfdssh/N7afMpF/1/NfNvLvDmYs8m+Rf2ViAq6/vthqZhiGsbPp389WmqakqbbzWdD6S0nTb5Gmmv73Q2Df1vopwOdJ062k6c3ATcBRfTs/wzC6QqPv27aJdads5D9UFQXgc58LP27p0s7IfxXbT7eRf6v2Uw2L/BuGYcwt+huzSpJRkuRnwD3AZaTpVd4edeCbrfV9gNuc+25vbfOeMnllkiQ/SpLkR1NuCRHDMGYFFeBbt1aL/IeqogC84hXhxy1blkX+b79dlr/8Zf6xFizIBifdeP6TpFjMm+e/HTfyP4ylPg3DMOYa/f3ZStMdpOnjkOj+USTJEb+/L0neAkwB/6lbQs/Q+ZTpeWmaHpmm6ZFjFmYyjFnHjfyXSfjVyL9WRVFxrcvnPjf8OI38N5vw+c/LtpNOCs8euOgAo2rkf2qqXOTaIv/tmO3HMAxjbjE7Mas03QhcgXj5IUn+CngO8GJSdf5yO7Cf86h9gTtn5fwMwyiNL/7LRv5BfP9uSUSAO+4IP04j//V6JvjXr4eXvSz/eOr7ryL+tc5/VfFvkX+z/RiGYcw1+lntZ8XvK/kkyWLgOOCXJMkJwJuB55Kmm51HXAC8iCRZRJIcCBwCXN238zMMoytc208Vzz/Ivk9/umxT0fj614ej+UuXwm23SZKwPn5yEr7xDRlExNDz6cb2U8a24g5mLPJvkX/DMIy5Rj9jVnsBl5Mk1wLXIJ7/C4EPA7sCl5EkPyNJzgUgTdcBXwRuAC4BXk2a7gg+s2EYO42ZRP5BIvPj47Bli9y+//5wNH/ZMnjwwc6BwebNkjwcYzZtPxb5t8i/YRjGXKN/X9Vpei3w+MD2g3Me8x7gPX07J8MwZoyf8FvW86/cdJM8Tg1/W7dm0fx6Pdtv6VLZZ8mSrCEYyO33vjd+PLX9VCn1qdV+ykb+XfFvkf9s3cS/YRjG4DPkMSvDMKqikf+yth8/8n/ddZnwV0LR/GXLZPl4J4QwPg4nnwwvfWn8eN1E/rXOfzcJvxb5z9ZN/BuGYQw+Q/6zZRhGVTTy/+CDsqzi+Qc49NBOwRyK5i9dKst167JtK1fCJz6Rfzw91m235e8HnZ7/bmw/FvnP1k38G4ZhDD4m/g3DqIRG/u+/X5bnnNMu0H38yP9ee4mwd6v+hKL5Gvl/6CFZJgkcfnj+YKPZzDoGn356cVnQmdp+LPLf/vqtzr9hGMNOAq9LYF0C1yfw3wmMe/cflsCVCWxN4I3efbckcF0CP0vgR/06xyH/2TIMoyoq/u++O1vm1d/3I//bt0v0f+VKEfSrVoWj+f/3f7KcnpZlmsL3vpdf6adel4pAAPfeW1wWtFvbT5rKn0X+LfJvGIahJNKc9rXAkSkcAYwCL/J2u7+1zwciT3NsCo9L4ch+naeJf8MwKqG2HxXsaZpff9+P/E9NSbT/4oslkn/RReFo/nnndW7Lq/TTaLSXBXUTiWP4kf+y4h/kOFbq0zz/hmEYHmPA4kSWS/B6VqVwTypVMLfvjJMDE/+GYVREI/+/+lW2La/+vkb+162DI44QG8/YGExMwPXXyzLEG9/YuS2v0s+aNdXLgnZb5x/kNVmpT4v8G4YxVIwlSfIj5++V7p0p3IFE9G8F7gIeTOFbFZ4/Bb6VwI8TeGXh3l0y5D9bhmFURSP/272YRUxoj47KvieeCDfcAL/4Rbnj/MhzO46M5Ff6Wbu2cwahqCxot3X+wSL/iol/wzCGiKk0TY90/trmqBNYBpwCHAjsDdQS+IsKz//UFJ4APBt4dQJP69mZO5j4NwyjEhr590VvTGiPjcnMwD33iEVo+/b8BGGQGYRLL23flqZwzDHxx9TrkntQlEjsoq9h+/ZqCb9gkX/FbD+GYRi/5zjg5hQ2pGLr+QrwlLIPTlsWoRTuAb4KHNWPkxzyny3DMKqikf8VK7JteUL7+uslQq6JuJojkOfFD1l40hTe8Y78c2s0ihOJXZJEBKtF/rvHIv+GYRi/51bg6ASWJJAAzwRKzXcnMkuwq64DzwKu78dJmvg3DKMSGvk/4ABZFgntK67o3LZjR74XvxsLD8hjihKJfWYi/i3yb6U+DcMwlBSuAr4M/AS4DtHZ5yVwegKnAySwOoHbgdcDb03g9gR2A1YB30/g58DVwEUpXNKP87Q4jWEYlVDxr5H5gw+Gr341LrSPOw4uuKB92+hovpCv18X2c8EFMmNQxsKjaCJxWVT8b99efrAAFvlX3Mj/sA+EDMMwUng78udyrnP/3cC+gYc+BDy2j6f2e+yr2jCMSqjtR5tvffvb8Yo9AEe1HIuuSNxvv2IhX9XC0y1jY9Xr/INF/pVhf/2GYRhzDfvaNgyjEqOjIshV/I+PF+8PmbAeGYGnlahf0I2FpxsWLDDP/0xwB3WGYRjG4GO2H8MwKpEkEv1X8a8zATFUUK9aBbffLmJ7yZJyx6pq4ekG1/Zj1X6qM+yv3zAMY65hX9uGYVRm4cKsk27ZyL9W+9m6dbCqwszE9mORf4v8G4ZhzDVM/BuGURk32l8ULVdB/eCDndsGgW6r/UxNWeQfTPwbhmHMNYb8Z8swjG7Qij/j48Xiz22kpQxSSUj1/Hdj+7HIvw1+DMMw5hr2tW0YRmVU/Bf5/SEcTZ8PkX/z/AsW+TcMw5hbDPnPlmEY3aCiv8jvD+HI+KCJ/+3bLfLfLcM++DEMw5hr2Ne2YRiVmWnkfxBtPxb57w6L/BuGYcwthvxnyzCMbphvkf+ZiH+L/O/sMzAMwzCqYF/bhmFUZj56/ru1/Qy7+LXIv2EYxtxiyH+2DMPoBrfaTxGhyPgg2X66rfM/NQVpapH/YR/8GIZhzDXsa9swjMpoxH8+RP4XLBDxv2NHNfGvpUuHXfxa5N8wDGNuMeQ/W4ZhdEMV289c8Pxr9+Eqth8V/8Me+TfxbxiGMbcw8W8YRmWqJPwOerWfsTHYsiVbL0LF/rZt7beHFRP/hmEYcwsT/4ZhVMYi/2b7MQzDMOYm9rNlGEZlZhr5HyTxv2CBRf4NwzCM4cHEv2EYlZlp5H/QbD8a+S8j/nUfi/wbhmEYcxH72TIMozJVSn2qWB4dhSVL2rcNAq7nv4rtxyL/hmEYxlzExL9hGJWpUupTxXGtBosXy/ogRf4XLMiEvJX6NAzDMOY7AxR/MwxjrtBN5L9Wy4TyoEX+Q+sxLPJvGIZhzGUG6CfYMIy5QjeR/112gelpWR9U8W/VfgzDMIz5jv1sGYZRmW4j/7r/INl+LPLfO9at29lnYBiGYRRh4t8wjMp06/lX8T9IkX93INJNwu+wR/6bzWz9pJPabxuGYRiDx5D/bBmG0Q3dRP532SUbLAyS+LfI/8yo17P19evhZS/beediGIZhFGPi3zCMynRT53++2X7M8w+NBlx0UXZ7chK+8Q3ZbhiGYQwmQ/yzZRhGt2zYIMt77y3eN+T5H9TIv9X5r8aaNZ02n82bZbthGIYxmJj4NwyjEs0m/Mu/yPoHPlDs8VZxfOGF1erpzxau4L/ttuL9LfKfsXatDOpcliyB975355yPYRiGUcwQ/2wZhtEN9To89JCsb9xY7PFWwf/AA3DllbI+SLYfLT8KcOaZ5QczFvmXz8JJJ2UzOuPjcPLJ8NKX7tzzMgzDMOKY+DcMozTq8Vbhu317scf79a/P1icnZTlIkf/zz8/W77+/eDBjkf92Gg1YuRKSBFatgk98YmefkWEYhpHHkP9sGYZRhaoe70YD/ud/sts7dsjyK1/pz/lVpdGAX/wiu71tW/FgxiL/7dRqcPHFcPjhMjD0bUCGYRjGYGHi3zCM0lT1eK9ZI4MDn/e8p/fn1g1r1mQiXilKWLXIfycTE3D99bI0DMMwBhv72TIMozRVPd6hwQKIRWQQmkGtXZuVLVWKElYt8m8YhmHMZUz8G4ZRiSoeb3+woGzZMhjNoOp1OOSQ7HaZhFXr8GsYhmHMZexnyzCMSlT1eDcaEk13GZRmUM0m3HVXdnvlyuKEVRX7DzwgyzLlQQ3DMAxjUEjSNN3Z59A1tVotbQ6Cd8AwjFyWL5dKOj4rV8L69bN/Psppp8FXv5r59084Ab75zeLHjY5KudKtW2X24ze/sURXwzCM+U6SJJvTNJ3z3/YW+TcMo+/88z8PXjMoLVuqwh/ge98rNxuRpu39CwbBwmQYhmEYZbDIv2EYs8Jpp8EFF4jlZ3wcTjkFPv/5nXc+q1bBPfd0bi+ajWg0OsX+kiXwoQ9JDoFhGIYxP5kvkX8T/4ZhzArNpuQJ3HYb7L8/rFu3c60yjQa89rXtVYeWLIEPfzg/4bfbQYNhGIYxt5kv4t9sP4ZhzAqD1gyqatlSZe3azm0728JkGIZhGGWxyL9hGENLt7MRCxdmuQKLFsHznrdzLUyGYRhG/7HIv2EYxhyn29mI3XfPSn7usUdxeVDDMAzDGBTGdvYJGIZh7FQmgOurPWRsDBYvlpmDc8/d+RYmwzAMwyiLRf4NwxhamsCJwA3ASa3bZRgdhakpWX/Uo/pyaoZhGIbRF0z8G4YxtNSBe4AUWA+ULdc/OioNvkCafRmGYRjGXMHEv2EYQ0kDuAiYbN2eBL7R2l7E6Gi2PmbmScMwDGMOYeLfMIyhZA2dNp/Nre1FuOLfIv+GYRjGXMLEv2EYQ8lawM/TXQKUKddvkX/DMAxjrmLi3zCMoaSOJPlq4H4BcDJQ0OMLMPFvGIZhzF1M/BuGMbQ0yKL/uwJly/Wb7ccwDMOYq5j4NwxjaKkB/19r/c/otAHFsMi/YRiGMVcx8W8YxlCjgn80d692TPwbhmEYcxUT/4ZhDDWbW8t7KzxGxf/IiPzNF9YBR7SWhmEYxvxkHv1sGYZhVEfLfVYR/xrtn09R/267HRuGYRhzCxP/hmEMNSpy76vwGI38z6dk3267HRuGYRhzCxP/hmEMNSr+r6e83UXF/yBG/rux7syk27FhGIYxtzDxbxjGUPNwazlFebvLoIr/bq07M+l2bBiGYcwtTPwbhjHUXO+sq92lKHq+M2w/ZSL63Vp31gKLvW1lux0bgiVLG4YxVzDxbxjG0NIANjq3J4ELgKeRHz2f7ch/mYj+TKw7deBI5/Y45bsdG5YsbRjG3MLEv2EYQ8saJErusgW4n/zo+UzEfzcR4jIR/Zlad0511ldRvtuxYcnShmHMLUz8G4YxtKwtuD8WPe/W9tNNhLhsRP8sIPG2VbHu3NVa1lrHK9vteNixZGnDMOYaJv4Nwxha6khn37zuvqHoebeR/1OB26gWIS4b0b+cdvE/QjXrzi2t5WOBiZKPMSxZ2jCMuYeJf8MwhpZpYAewi7NtobdPKHreTeT/XOBbZDajshHitXRG4f1z0ujztLMtBY4pf3r8rrXcUuExRrn3xzAMY5Aw8W8YxtCiVo06cGBrfbtzfyzxtZvI/xl05hdsBt5U8Lg68KyCcwpFn1PgHSXPbR1wTWt90tlm1WuKqSMWLv0oLMKSpQ3DGGxM/BuGMbSoYD4I+Clim1GBnhBPfK0q/ht0Cn8lodj7/0ZnPXROoejzOOWiz03g2cgMCMiAxKrXVKNBVip1TyxZ2jCMwcbEv2EYQ4uK2hrwSjLP/AiwK/HE16q2nzXAtpxzKPL+3+msfylwThp9dnMX/phy0WetVKOsx6rXVKWGXH+Af8eSpQ3DGGxM/BuGMbSo+L+ads/8NNLx96rI46pG/kOReaWM9/+3zvpekX0aSLRf+YcS56W5Alu98/kaVr2mKpo3su9OPQvDMIxiTPwbhjG0bG4t/5tqFVuqRv7rwPEF55FXHcYV/w9E9qnRnuBb5ss9lCsAnbMUVr2mGL1mk7l79QbLxzAMYyaY+DcMY2hR4ftKqlVs6TbhN0ZRdZjfOOsx8Q/tlYrKiNC8GQkXq15TjM6e9Fv8Wz6GYRgzxcS/YRhDiwqnFyBCSm0zsSo/SjfiX6P3atvR/IIFBcfSxx7aWs8T/1uQajPQbuWJobkCei6hl1O1X8CwMlvi3/IxDMOYKSb+DcOYl5SxRrgJvw1gJflVfpRu6vyvQyLzX/W2715wrO1IDf4jW7fvz9l3C7C0tV5WhL6OrBJR6OVU7RcwTLifsdkQ/9ZN2DCMXmDi3zCMeUdZa4R6/mutv4uBw4lX+VE04l8l8r8OOAxY0bqtgvvlBce6DSnD+Yet23mR/83AstZ6mch/E+k6DFIpKAnsU6VfwDDhf8b0s9RP8W/dhA3D6AUm/g3DmHeUtUbc1Fre2lpOANe3lnl0Y/tZ13repd72xZ27tqF+/8e1lu8lPpuxhUz8lxGhdWBDa30MmfHwMb9/GP8zpu9JP8W/dRM2DKMXmPg3DGNeUdYa0URqsgO8hGqJk1VtPw8j1p0JYDfvvrxIPmS5AnsjX9gbiM9muOK/KPKv10k7Gm+lvZ8AyEyA+f07CX3G1I5VZsalW/yqUUW5KYZhGCFM/BuGMa8oa42oA5ta6/dQLnFSPd73t7J2y0b+b2gtJ5AI+67OfRsLHvtbJFfg/5FZhWKzGa7tpygCHbpOvnAdwbrVhghdO+0R0e+E3/c760W5KYZhGCFM/BuGMa8oY43QyO1U63aZxEnX4/3Fv5QnLRv5V0uI2omWOvcVRf5/gwj6i8nEf+x83YTfogh06DotctYXt/6sW20noWun+RL9Fv/6mV1IcW6KYRhGCBP/hmHMK7R8pQrZUCnNbhInXY93cxfgE+Uj/+sQi8ZBrdvLnPs2lnjsPSXPdzMyqzBGsQj1y3yOA09x7j8JGUykGD567ZRFZLkbVcR/N826Hmot96Q4N8UwDCOEiX/DMOYdDUQcgYhh3xpRNXHS93hPtUYUv3pK5AEeWumnlSrw++h8Qn7kfxPwK0SA+5V4/PPdgfj3FyNitIz3vEFW238V8Hbnvv1az+l3+zUEd9ZlN2CX1npZ8d9tsy4V/5ty9zIMw4hj4t8wjHlHDTi/tf5SOoW+Rm71C7AocTI0U0ANfnBy8bmsA74N7Ots0+OuIj/y/xdkkXdX/IfOd0truaR1fxnxXwNWI+L1ItpnJPR8TWSGqZFdr2nak3/L0G2zrgdbyyY2K2MYRneY+DcMY17yxNYy5on2o955iZOhmQKa8PRL8s+hCZyA+LS/37rdBK5p3f8A8aZdDeBS5/a0sx46X60zr5H/siJ0G3AaYiFxy44udV6DEWZJa3kfUtEJyl33mTTr0sj/DvpbWcgwjPmLiX/DMOYlI4hgfzhyfw2JbmvUOy9xUmcKxlu3x7YD34AnXJt/DhrdBRHRL2tt+719CImsT3U+lDXEhWTofDXyX8X2A3J9tPrQuLNdn98i/3E2OOtuMnYRM2nW9ZCzbu+NYRjdYOLfMIx5y67ExT+IUHsh5RInG8BKxH6z62bgZfnVfjS6q5757cBXgK8hUVuc5UcDj1+LJCu7jCHiPnS+vu3HF6Gh5NIdZEnC0C7+72stLfIfpkE4H+IXJR67ls7mbmWbdd3orA+a+O8mgdkwjNnHxL9hGPOWIvH/IJ0dd2PUkHKbhwOnXwhszq/2E4rubicsGM8KbKsjSctuNZ6Dabf/uPi2HzfyH0suVfGo4t997nd6+xjtxKL0BZNBgLy3j3dul23W1QQ+49zeENtxJ9BtArNhGLOPiX/DMOYteeJ/OyJQdq/wfBPA9cC+razLvMh/KE9gAVKf3efVkedYgIj5BPH5Px8R9aFET9f240f+TwVuozO51Bf/f+c8RqsQmYgL857I9kNKPv4JznrZZl112t+PfyzxmNmKxnebwGwYxuzTP/GfJOMkydUkyc9JknUkyVmt7XuQJJeRJDe2lsucx6whSW4iSX5Fkhwfe2rDMIwy5Il/9U5XEf/KaKtmZ17kX/MEtLznOPCnwPPI7DU6EPijwOObwK2t5zkcsRDpuYZ85Rr5X0J75P9c4FuEG4Tptdm1dfubzvPpDMU3wi9v6Pnz1tL/EV1e4rFN4FPO7S9R3KxLbWQ7nG3fp3xjun5G42eSwGwY840EXpfAugSuT+C/k3ZHJQkclsCVCWxN4I3efSck8KsEbkrgzH6dYz8j/1uBZ5CmjwUeB5xAkhyNvJhvk6aHIBXw5MUlyeHAi5Dg2gnAR0iS0cDzGoZhlCJP/F/dWnZjaykj/kHEj3q7Nbrr5g5oL4KNgceqd/xYZLZhguwXZEtg/1jk/ww6Zwo0udQV/8FypsB/B7YZ2fX2RXuZhF8/gn92iceE3p9Jyjem62c0fiYJzIYxn0hgH+C1wJGpTLqNItrW5f7WPh/wHjsK/DvwbCTm8+eJLHtO/8R/mqakqf6uLmj9pcApwKdb2z+NBMJobf88abqVNL0ZuAk4qm/nZxjGvCcm/puIMAI4h+oRURX/ebYfEGH4TCRRVyv0uLkD6t8ONfpSm4ab3JvXRdZN+NXIf4NwjsBCJLnUFf/BcqbAcwLbjOw9+LvI9hgaJXcHZGWi5KH3ZxHlG9P1Mxq/lk47W9kEZsOYh4wBixNZLgHudO9M4Z5UKj5v9x53FHBTCr9NZfL184g27jn99fwnyShJ8jMk+HAZaXoVsIo0vQugtVzZ2nsfxJaq3N7a5j1l8sokSX6UJMmPpqZCBfIMwzCEmPivk9XXf5DqEdGykX8QUXQw7SJecweObt3eGHjcutZjH+lsy4v8uwm/2uRrDZ2/LiCzDi8luza70FnOVJdHBB5vZKL6UcCK1vooxeK/2yi5vj8uj6ZaY7rNwJsKjtMNdWRmSymbwGwYc5Ax1aCtv1e6d6ZwBxLRvxW4C3gwFedlGUrp4F7QX/GfpjtI08ch5bSPIknyfkf87vUQyGtL0/S8NE2PTNP0yLEyv7yGYQwtIfHvl+DcRvWIaNnIP4gAi/m5lyChoVjk/1CyRmSQRf6LbD/a5GstntkU+aI9p7XuRv6h3ZK0ChGzlvAbRkX+OFk35N0pFv+hMp/jlIuS/5t3+08LjhP63CX0/j1tIrYiZSXlEpgNYw4ypRq09Xeee2cijb9PAQ4E9gZqiTRrL0MpHdwLZqfaT5puBK5AvPzrSZK9AFpL7YFzO7Cf86h98aZKDMMwqrArIordOcJe+JM17lAm/pAn/hPkl2Kjt30dcBmZqFRUyBfZfjTyX6e9qgzA8cDprXVf/LuWpIta263UZxh9DxaTJWIvplj8h96TJ1MuSq6doXW6PDSr4x7nxMB2bTaXR9UKQXXaS9geTnECs2HMU44Dbk5hQ5q1d3lKycfOmg7uZ7WfFSTJ0tb6YuSC/BK4APir1l5/BXy9tX4B8CKSZBFJciBSMe1qDMMwukRFrStgQxHRqv7kKrafza3nj7GU9sh/E8n22g5cSftAJS/y79f5VxH6184+NeDLzm1f/ENmSZpo7W+R/zB6fVPgR631ewi/Nz7Pbi01zPeKEo9xRXuCvMdF7837A9uKvP9VKwQ16KwI9b2c5zeMec6twNEJLEnkX/WZlOv9BzK+PySBAxNxfb4I0cY9p5+R/72Ay0mSa5EXdBlpeiHyG/snJMmNwJ+gv7lpug74IvKdcwnwatJ0R+iJDcMwyqCi1rX+hLztVf3JvbL9QGfkv05mofCjtEUJv2OtP7fUp856jCLZZO65PIz8OsXObwFShtI6tnaiIv9fyd6PKcoNlm5FBn3aE6DMY+pkg8SNyKCjaFbmwcj2vJmuqhWC1tA54LFKP8awksJVSIzlJ8B1iM4+L4HTk9akawKrE4nyvx54awK3J7BbKl8hfwdcigwYvpj26eu3f6b5NL2W9iaGuv0+ZCQUesx7iPdOMQzDqERI/INEJQ9HMqvKNlhyueMOWd5ZYkK2SPwvJRN1fj7CdrIobZ3iUp86w+CW+lRh+Tjaa8SDXJddCBtNm8h88zZksLSu4HUMG3p9ryQbYKWtP32/YtyIJAp/C/mM3p+zL2SfC7X5bEXes58VPK71MWUh7bac2ExXXoWg2OtZi9Qs9GeorNKPMayk8Hbkz+Vc5/676XR16n0XI399xTr8GoYxb3HFv+tj9r3tVURtswnvfKesv+tdctvF90tXifwX5SMU2X70/kVIic8psujw3nSKzIdpt/y41MnEpnVs7WTSW7oUdea5CakAVUNmV4rEf+hzkQI/Lnicjk3dJnJ5M13d5MP4M2l6PKv0YxiDi4l/wzDmLSps76HTx+x626tQr8ODLT/Fxo3wMkcVh/zSTcp7/ovyEYoSfpcE9tPj70lnVaGY+Pdr0VvH1k7chF8fP+TnsgWZcToYid7vQbH4P4vO2ZmR1nPkoZH/Tzrb8ma61tL5WS2TD+NWiQIbKBrGoGPi3zCMeYsK2/fSm06njQZcdBFsa3kotm2Db3xDtkOnX7qOiL0ykf+ULIqqrc39KG2VyD+IPWRT6/jL6BT/mwiLf+vYWoyK/+PIBlvqo43VtNbyrZC9V8spFv+X0y7+R5DB3NKCx92JiHL1F6wgf6arTrsnt2w+jM6k/UHr9oaC/Q3D2LmY+DcMY96iwvbHtNs0vgi8q4vnW7Om0+azebNsD/mlL2ytF3n+t5NV62mQiUk/SluU8Kv3+5H/XRDxv5l273cs8t+LikjzHR2AfZis9KZ2U34xnYOnJlLrWjv4nN3aVhT518+V26k5RT4bRQm/dyJ2rxGkHOmfUzzT9W5nvUo+zAQy47UQyWQ0DGNwMfFvGMa8RYXtVm97CryD6mUs166FmqeKlyyB9743Hi2H4sg/ZL7/GlIUeiGdUdqyCb+xyD+0R/9j4r8XFZHmOzoAW45EvXcj+0G9l87ZpTrtBbs3tPbZA7gv5zgxv/+vKRb/d5C1B90NeKhgf8gGGbtRPR9mhM4WpYZhDB4m/g3DmLeosA1V5Byluv2nXoeTToLxlioeH4eTT4aXvjQcLVcRXuT5h3ZRPgI8ls4orT5fke1HRfv1SEWZEURkQnuUWav9hPC7/VrH1nbcDr9XIZWUtOrPVtpzJBrA12iP3k8DX0WEf17kP9QReAlwNMWDV438g0T+Y6U/XXRA8TSq58OAdCiqIv6rNhQzDGPmmPg3DGPesph4YqRbRrMKjQasXAlJAqtWwSdaqlij5YucfdWnXSXyD/GIfEJ7GU+XUOT/VYhA/DWZgCwT+ddz7rYi0jAwiQwqRynOkVhDu91K2Qb8lHzxfxpZ4jVkszB/SH7kfzuSf1JV/OvrKOpUHGM/ytt+qjYUMwyjN5j4Nwxj3pIg4vbRkfu7SWKt1eDii+HwwyX517UBNciSdSGL9BZ5/qFdlMcScUFEfCjyvxFJDF1HJv5VVG4D/r21/udkUdY88Q/dV0QaBibJZliKciTWIjYun4VIHsBm4mK7TjajAPKj/Qmy7svToQchhcRTMttP1ch/t+J/X0T8x87LpWpDMcMweoOJf8Mw5jW7IBH+EN0msU5MwPXXy9LlC7RHaTXa+92c56oS+Yew+G8i/u4HkQjqpd7xp4Hvt9Zva+3zICLw8sS/EccV//6szwLacyTqwPPorNjzfKTNPXRWYoIs2dcV/9PI52wX5LMWGghCll+gkf+ynv9eRP511iGPvIZihmH0FxP/hmHMax4mE0gJ8TKavWANYTH28ZzHLG0ty9pxRpDe8a5Huk7WvXc98JHA41RkaZRVX7eJ/+7YQntjqwZSfhNEaPs5Eg3aZwf2be0TysVQQnaiydZ2zdWIWWV88T9bkf/9Wssi64+VkzWMnYeJf8Mw5i0N2n3RKZkdoR9JrCH7B8Drcx6ztLUsI/6biHDXCH+TLIKqTNI++xBiEriktW7ivzvcyD/I+/6F1vor6Pwc1IDjyXJQLm5tyxP/eU23VPzHfP/a4Ktb209sRqEI7SlQlPRr5WQNY+dh4t8wjHnLGjq9xykS/e9HEqtfIlP5i5zHjCFCbmPr9nakWsyn6KyA4vq/1SMdiqBOUYyKOxP/3eGLf4AntpaxCkrjwAHAjWR5FCr+Q+U+60jVHffxOluln92Y+P95a7m+tdwd+Vz5ZW99emH7Afhb8iv4FFmlDMPoHyb+DcOYt6ylPQEXJLr4MfqXxOraP8ridt+9u7XcQHsFFI3wa1RfPdIn0hkd9ktDLg7so8LVxH93TNJ5nRciIjYmyDfT+T7kRf4B/rq19Euu5kX+m8B/t9ZPbt3erXW7yPc/U9uPXpO7Ka7g00BeE8h1sXKyhjE7mPg3DGPeUiezIcDsNKuq0TmweGPBY5aSRf7/prX0K6DEPNIXA3/sbBsHjguc0x+TJZyOA09qrZv4745Q5B/kej4ceYxbjlVZ3lrGxP/VreUBtM9W5Yn/OtnMjn6Gdm/dLrL+zDTy/zKyz1lRBR8tJzuG5Kzc0uUxDcOohol/wzDmNcc767PRrKpBVllH+Sb5VUw08t8AvuNsdyug5Hmkz2jd1ujw+7z97kNqqatYXYX0AAAT/93iJ/wqu1At8r8LIn5D4r8JnNdan0YGAErN2cdFZ4jU7qafoWtat4vE/0wi/7HZqbzP/gHI69+E1fo3jNnCxL9hGPOa7a3lMmanWVU3VUyWIjaJV9KZaKmPVY90qFqRHu8g5DW+xXuOFLERrUC+9C8iuy4m/rsjFvnfhXjk3+3CrCSI9Sck/utk760fRY9F/mOfv8+21otsP/rYHWSfkbJ089mvO8fpd61/6yZsGIKJf8Mw5i1N4Eut9YT2yGm/CEXoE+CsnMdMIV14d9BeCx7aK6A0yCLH7izGva3ld4GryOr8u0wCdyER4Re2jgfx5FQjnzzbT5XIP4TFf1EUXd+3N9MuZmMzRGe01stG/vWYVahawUdfo5apLTNTUFXA6/7XMLvdhG2gYQwyJv4Nw5i31BHBBRKNnY0Oohqhd79cE+CKyP5N4FuR+/wchRrwl631r5MJLa0UsxyJsupr9tEI6y/JOv5a5L87Qgm/UBz5j4l/v9pPURRdB4l+Yq1+/hT9DL2kdbuf4j9vdipE1ZmCJtUEvLv/05GZhdnoJlz1PA1jtjHxbxjGvMT3Pm9n9jqIHkt7rf3pnGMfS3tpTvdxoRyFg1vL/Z1t9yKic5x4rwHIvvBTMpEXErBGMb2M/C+nM/KfV+Mf4DWtZUjMup8z/QyVSfhdB/zUuV1G/PsR7gbZZ6oox6bqTEEd6RxcVsC7+28mK3Paj27Ceh2+jjRWm62BhmF0g4l/wzDmJTuzg+jb6Wy0FTp2gywR0yfWi0BLNroi7l6yqjGxXgNjtFuKdMDxycjxjXy69fyXtf3k1fhvIFVy3HNxxayK7xVkn6GiUp8arXb7ABSJ/1CEuwacQpZbkpdjo5/Vha3bC4nPFOhgXs+pSMD7+/v08rtAr8M64PnINe7nQMMwZoqJf8Mw5iU7s4No2WPniY9/JdyLQCO4PyGLuN6CRBjd6OvK1vooIvqnybzVZc/BiBOr9hOL/KeES32CvDe30ekPf11r6df4LxrYbmstX0/2GVqADApikX+NkrsUdfmNReL3RoR8mV4aDbJeB7sTnymIveZXEvbVh/Z3KfNdUNa37167UHftfgUdLK/A6BYT/4ZhzEv8CPhs1Piveuw8i87LI9s1gvu3SMT12UiS7yTt0deLEfF1PnA4knAcSkSejcHQfGMaEdhVIv/bkcGXL/6bwAWIaDyRdsGqgwit4qTvX9HgUqPd/vntTlj8x6LkXwrsG3uMG+EeRyLfISHsUyOLip9B/P8hlkg/TdhXv5ase7BPme+Csr79ohkG6E/QwfIKjJlg4t8wjHmLRsD9yOmgHFsHCSGREhKWkEX+H0DE1R1kkV43+joBXI9YMK4H3to6llp/RpDyp7MxGJrLhKKr6ov/EJ1R1y2I8P2Zt12TsP0cC7ec523AC5z7NrSWV9AeRdfPjdu0zRWzajnxP1fjwBcC5xyLkn84sC3vMRrhXoR8NsuWCj2qtcyrPKWveax1e6T1F/PV14FHRJ5rBcXfBXUy3/6ttL8vLkUzDNCfoEPV/IdusdmF+YmJf8Mw5i0aAT+c2anx382xG8jgQBlBRJBf8lO5rLVUwT/t3FfGB63nsQB4TGQ/QwhFV5vAc1v33097tL4J/Gdr/bm0i0IV/27kX6PGmn+RImVaP9q6rSVcVwTOrUEmhP3BZSjy3wTuRPzofqR4LeHE73pgm/uYBd42jXDrcbdSDh3QbizYr+Hsm5JfIrSJDIxdVreWHyb/u6ABXEh2/v774hJKzHZZTu+DDlXzH7rFZhfmLyb+DcOY12gEvIz/eGcc2x0kgIj5PGFyTsEx8/zFNeDvW+vjSHMxI04oulpHymsqt5NFXetkVp17aI/GhsR/KGqcknn9NyA5BKGZoRrymanRObgMif862SDDjxTXgSc7t7VU55eJR3yfRHtfCnf2Qc+3bKnQMWTAW1SGtEY2G1GUUF+nM2fhhNZyWcFxQuVy3ffFpQ48K/I8Y0jvjTJBhyoR9m6LGVQ5xjqsatF8xsS/YRjGTkYHCfqFnCcW3lXwXEX+4j9pLR/EavznEYqufgXJoXBnW6aBryKi1+2cvJX2aGxI/K8lq3TjkrYep12ZYywHHkfn4NK3/fhlb0OR4tc463qOtxGO+DYRwavP51vbqkb+QQaiG0vs98eR7X4zPPf1Kl9pLTeQz4mR7TsIR9c/ENn/KMoFHapG2EMNA4v+76sco4lUmrKqRfMXE/+GYRgDQELmec4T/6/Kua9MIuMRzrqJ/zih6Kom7fpsAz4d2N+NxmoU2hX/dcL2rm2txxWJ/8WEK/L4kf8ykeJtzvperWWen16r24whnyN39qFq5B/Ki//XB7YliFjVz33Mh69lTovE/8WR7VOEo+sxIVXWJlPVv3954PhF//dVjlGns/QslK9aZHkCg4+Jf8MwjAGh5i1DJGS+Z8h832WTmpeTibu8BMthJ1RdZgHhH82FwF8H9k/IorShyD+IjcsfAGgUt0j8jxMW/37kv0zpWddyc4uz7kd8/TyF7a31q7zzcs+jDEsp5/m/KLA9RSLaKrbzqmgBXFJwnLVk1ieXhYSj67GSqLGeCi7d9C+40NuWAsf06BixawzlqhZZnsDcwMS/YRjGgKBiPC+BENq9+lOtx1VJatbo/6ew6FwMvxLTAuBPgad4+40gjZ0arf3dH9UEqdQD8IvW8i7v8acjFhodAIyRRXHvBL5P/D0qG/kvU3rWFf/uLAC0R3zLzCL0K/KfV1nHzbGok/n7Q1xacJw68IfetgR5n0PR9djrLCP+q/r3Y/kI7+jRMfKucZmqRbNVhciYGSb+DcMwBoQykX/Iav0rh1AtqfnQ1nIDFp3Lo0HWOVkbUL3I22dfstmWY2lPRJ0Gvo5UiXl7a9sb6Lze5wP7tdZrrefbhIiojcTfo8WI8PRtFqGE36LSs64VJjYTAeHqNn5EuJvI/+4Ui/+8iL4fzT4nsl9CuSpXJ3u39yA+qzaTyH/VZoR5VZZ6cYxY9SL9XOYxW1WIjJlj4t8wDGNA6Fb8P7LicdSiYdG5fGrI7AjAa1u3NUJ+EHAw4g/X9+vtdFahmUSqxOjj7qPzemvFp1Hgma3bf+ncH3uPFiMRXN9mEarzX1R69qvOuiv+/VmCOnBczv3ucXsd+fdnMHzcaLZbhWiRs76Mzv+fEPch11d7BbyG/IFHiO0UD4D0NakYW0B+hP00Oj9jZfz+Jzm3F+Y8xn9/NSH9pRR/L3VbhciYfUz8G4ZhDAhlEn6h84u7jJhRGsgsgWLRuXw0SqwzAOuRBNffADfSPtsSi0xvJV4FSJlAovfbW/e5Saex92gx0k3Yt1nEOvzGSs82gJud226VnD3pjPi6Yi40i9Ct5/9BirsC6wwGhGcoXoNcx5+3tn2odY464/Eo4HsU293uAvYBfty6nVce9IKc+87NuU9nbN5INkDZgcwOxajTmXT+oZz9ldc667uRH8Vf66zvhXwvjUX29R/n94voR3djY+aY+DcMwxgQykT+m2SCRPka5a07a+i0KVh0Lo4KWRXU99DelM2lTtavIY/Y9V7Zev4z6RTOocf8AhHLvs3if7xzL2INWQKvz1l0fh61l8GBhGcRuo3876D4c6wzGBNIroSKmHHg2cDHkFmQl7e270E24/ElpPPyVortbnchwlevYczaA1LpKUasNK+bGPtCMivedOt26NzUVuMPkPKOr8d6oXP7xRQXFQCxtF2EDHxD1X98/FmJvBkGY+di4t8wDGNAKBP5r9MpDDdR3rpT1WM87GgkU4XserLIc4hbSjxn7Hqvaj3/ASUf853AfpuRHAIINwcLsZZOMaCvO9R4a31r+U3CeSbdRv6hXLlPncE4n2zWawUiPHUW5L7W9sXO/h9wzqnI7uaL/7yBzAtz7ntNZLufGOvOxsXOLZaM+085x9dj3efcLkp41tf6YeTa7UE58e82kgMZRPS6u7HRG0z8G4ZhDAhFkX+N/PnT/tsob90pU/nFyFiAiJgykX8Qge5bH3wmCF/vlcAdhC0pocf4SakggwRtUlU28l9HEm7dKPpzkdd5bWB/rfEfuw7dRv6hnPhXamQDouMQUavH1IpFV7SWfonSIrubiv9R5DOQF/k/qrV0BZWuPz2wfygx1hXNsXML2Wog/39Xj+VWcLox8Nwu+lr181NG/PvXF+R76gsFjzN2Dib+DcMwBoSiyH9eGb4q1p2iyi9GRoKIoLKR/zphUe5yS2T7KsTz75dyjD3mUO+2lgl9bOt2LPIfasK0DHmd7mfiMYTF/3rE0rF74D7of+Tf5Xmt5ZcI/298rLWskoy6qfWn/TC0qlIMvW+1s00/I6GKP3n/x3nnVgeOdG7r++uXJS061o7Ac7vo69GBRhnxHzpOrCmasfMx8W8YhjEgqOiP1fnPK3VYxbpTVPnFaEebaU0h9om8yD/I4GqPyH1jwPsi9+WJaf8xTToTPaeBf0PEW0JnSUh9XKgJ08Ot2+5n4jHIAMHPB7iHbPAYYrYi/yDvxd7IYGZh4H7tCBz633GbsLloLwYV/7Fmaore9zWk8tbBwMdb20Lify3FszKxc/sz534dYNyb8zyh0p0J+d8VfsJ4GfEfur5jBccxdh4m/g3DMAYETaR8IHJ/rNRhN9adWOUXoxON/N+LeLTzIv8gIuh7iB/dt4KcSvx9+s/IsU8JPKaOCHaXBKnqMkkWxfeJNWF6EEngdT8Tj0Gi9zfSPltQNPvRbZ1/kKZnvu0pNFPh8gTkWuztbNOBz4tbS7+kJrQ3YXPxxX+smZqiYvkJwE3I9dJofEj812nP69DBkvt+xc7tntZ9jyLr9Ptu4tfmSbRXb9LXf1RgXyVm+8mrxBT6btoXsxMOKib+DcMwBoAmmQ/3bOK2ALfU4Shm3ZkN1PZR5HV3mUA69LqC1G0I5tMArglsXxJ4TMjHDWLn+AbwU8KWn1gTpvNaz+XPPKh96CraZwvuIv8adBP5V7F+J+0zErGZCpcnIJWPXPG8a2vpRr1DTdhC3vqQ+M97LVta5z/qbNNE5JD4bwK3ObfVXlPm3G5DPlPrkFmGEeLN+vTaueeetv7yqh2FbD9TZMGJGK6dcAEyQDEGExP/hmEYA4AbyX2QeCUSt9Th+Zh1ZzbQyL9WuSmK/Cs14BIyK4jbEMxnDWGB+XDgMUW5H98nbCuJ+d7f0lr3+0UcRmZTcmcLfkn+NRht/cUi/6FI/ptaS39GIjZT4fIERCxrr4IxsoGAK/5DTdhC3vq7W8uyth+daXFZjFyDWOTfzeuYDuwTO7fbybpB18leT+ja1Mk+s6PIddEByt2B/ZWQ7QfiM5KKayd8AuFKUcZgYOLfMAxjJ6MRWW0EVVS9Ry07p2DWndlAxX+VyL8yQWYFyXuf1hL2rCeEq77k5X78IWHxHyvzqk2l/Mj/IkTk30j7bMEWsmsRw02SdglF8htI2VBFZyReSnimwr8ehznrY2S5GdAurMuWub0LeS9U9JZJ+PWr8CTIYMoX/6Fa/bqP/56Fzu02RPz7z+NfG71fB2A7kOui+RuxZnPQafvRBmdlyn3qd9MjyM9FMHYuJv4NwzB2MlUqkRizjy/+y0b+q1An7NHfRrjqSyj3I0FyP/YlbPvRx+l9C1r7/0nrdijh+D46S8sC/G9gm8siwpH/UCQ/9vn/dGS7fz3e5qz75/oq79ih1+/70u9CKvfo+1Em4Tc02AqJ/7xZmyPJBoChBlnXA79uHavoO6PbikIQtv1AOfGv7ImJ/0HGxL9hGMZOxhpvDTYq/rTE5dI+HeccOgcAsc+Bn/sB8oP+CcI2FPdxK1rru7T2V3tGSPw/J/I8fx7ZroQi/7GcgxMJf/7/OrLdvR76nIpv6/Gj2w2kYy2IOA/lYGiNf6VMwm9Z8R+qvqPcTBZl3907tybSwThFEn1DnZfda5M3OxTa3yVm+6kq/h8gPHA0dj4m/g3DMHYy1nhrsHETfvNKXM6U04Fn0R5xjn0O/NyP5cgP+hIk4h6r8V8js9g8v3Vbxb/v+Qd4uXdbI9MvyHkdEI78x6LVFyOff/91N1rbR73t7vUoinD70e0a8OXW+ssIC2SN/CtlEn5Dzbd2o7MiUx043rntirD7yHo3nOGdm86Y0HrOK8i/Nvqd4l7T/cg+F2PEP1tbyHIEoDvxvxwZqBTlCRg7BxP/hmEYA4A13hpcNIp9E2JliJVV7AXnIyKtzOfAzf14E1mDsLzIP0iy7b5kfvi8yP/B3m0dIBTlPYQi/3kzXA0ysem+7gaZYA1dj6II9zid0e0nIdc3NkDyI/9Ftp97ETuO/7kIRf4BPuCsuzMVk2QVn3ZxtjeQaL9Wd5pCZjSeTvbaQ9fGv6Y/InvfaoH93fNwBzPdRv4hy70wBgsT/4ZhGAOANd4aXMYRUX0VIozyyiTOlG4/B2pluZ9i8Q8iAjWSrAI1JP7f4t3W4xTlPYQi/6FotEafa0hpyBrtr7uGDHKWEL4e/qyZL2pGyBpjudt2J9xQbBsiWH3bTyzy3wR+jAwO/M9FTPy7Ni3fpqSDDDdivobOrs+bgXcAr2jd/gKd16aGzGDsjly7lchnawSxEMU+W34Ow+LW7W7Ev/n+BxMT/4ZhGAOCNd4aTMaRaLBGXmMlJ3tFN58Djc5eDfyMzh4APouB7yDR6pjtx/fTg8x+QHG1n2nn+f3nVPHrR6uXIyUi/df9IJJ7ELse7qzZPrRH9KcJv1dLCVtS/DKfkB/5rxP/XMTEvw4kQrajJcj5u+d2YuTYJ5HZhPaK7LMNOI3s2k0gpWfzGnaFBo97AL8hv9maiw4STfwPJib+DcMwDCOHm2mP/MZKTu5MVGz9LXJ+VxOfnWgijcB0FuNeZDCwwNsv5KfXBM5TCp7/V62lHw2vtc51KZ2R/JDIToE7aG+W5uPOlryS9pyM2Hu1jHDk32/wBfGE36Jym7sSFv/6XCcQzvVZ5Z3bxYHnoHXspa31WE39TbRbiKC4Ek+odOlSJFckr9mafwww28+gYuLfMAzDMHL4YWDboJViVfGvEfnNxJNy62SDmfWInzxk+cnz0+fNftTJelaE9psEXkJnJD9kr3kYEZp54h+y2ZIPBZ4j9F4tJRz5v8p5jHteW+mMlheV29ytdb9f8cYtpRnK9VnmnVuoB8RiJJdB37eQ+J9uHT8k/vNEeah06V2t7XnN1vxjgEX+BxUT/4ZhGIaRwzMC2watFOuFgW2XAh/1tmm0WgXpJPA7wjaQWD8BfVwooq7PPx3ZL0Wi0bsGnjMUYb+ztSwS/0rZsrm+wAYRyme11t9AJuz19VdJYIbMRuVX/HFLaYZyPJbSHvmvI43blIXAc5FciaWtbe7+ig5g/Gu9nOLIv/uen0v7tSoz86X2JRP/g4mJf8MwDMPI4Wjv9iCWYn1HYFsKvM7bFrPyxCLBbj8Bn1BEvSgaPtk6Xkj8h2w/Kv73iZyDT5WyuX6FnjqZTedesui2WmB88a/HUvxjqfh/knccv4Oun+MxisxAuI95SWuZIJYkzZXIi/xvai39yD+IlSrm3fdtP2cE9ima+UoonmEwdh4m/g3DMAwjBzcKOoilWBvEEzhT2iO0oWj1CPAHkcdrZHpF4L5QRL0oGq5R8JAgDdl+7mgty0b+obhsbhO4DCmZqf51nbGYau3jRrf1/Y/5/hX/WGrVuZF2n7zfQdc/t6sQm5H7GD2vQ2nPlVjaWm4MPFdI/DeBryGfixMJe/dd20/ss7WQ4pkv6/I7uJj4NwzDMIwcXPF/GINXinUN8eo+22iP0Gq0WoXpQrIymzEmkHKWLrGIuj7/WGQ/FaRVI/+xajYhisql1p3jqH89b8YiFvmH7DquDBzr462l75P3O+j65+bmY+hj9Lr9lPZciaqR/zrZ67yNcF6Ia/uJfbYSime+iuxFxs7DxL9hGIZh5KBCaHek2smglWLNS8wNRecbZKVBlyLiMJTw6+JH6vNmPxrO/iu9/TTyn+f5dyPNd7b2De2fR6xcaizCfyLxGQsV/6HIvwrpM71jNZCKS4o7k+Dbfvxz2xF4zCbEDuQ3JhtvbdsYODd/lkWfX5OxU8J5IW7H4tBnKwHOCRzPx2w/g4uJf8MwDMPIQYVQWd/5bBNLzI1F52vAf7TW34SIxCLx74rv1eTPftTIfOKf8PbLs/3o+W9D/OgHAx9DRHCvuirHIvwXE29Almf70aTaJYHjxKoOxWw/ebMPWrIzoZPdKRf5Dz1/KC/EjfyHPltPAk4PHM/HbD+Di4l/wzAMw8hBhU8V3/ls4ybmjlKcm/D41nIXRCT6Db58xpz1tRTPfuj9q7ztebYfFcP3IjXwf4MI7u3E/elVyctJiPn382w/ek7+c66lc0Cgx4nZfvLOrRm4T1lKOfEfKhkKnXkhfrUfN4cC4P9FzsNnOVIlyC91aux8TPwbhmEYRg4qhK6hdxHoXqM+9wngfOJ+d0XFt3rq/4Pyr61olgCyRFS/nGaR7QekUdmd3n2305uuyhrJVvvMArII/ygihH3/fl7kX8W/L/TrSFdixZ1JiNl+9Ny02doi5zGhZl3K7uQn/Oq1rhOeOfDzQlzbD2SfrQNbt8uK+T2Rkq+hczN2Lib+DcMwDCMH9aA/SLnupjsL9bmfQtjv7qKC8ObWcj3lX1sZ8b+stdzobc8rP6li2O0ToEwDX6U3XZXdWZIaWYR/Q2v5HtqvXV7kX20/oUFWgyzS7s4kTCIiPBSFb5DNwix3HlMk/ssm/J5D5wDAzwvxI/8g1+Mi73mLsEZfg4uJf8MwDMPI4V+c9TLdTecCo4jou6x1u2znVii2CMHMIv+xyLIfoe6WGvBNRAA9m0y4a3dkv6xpmYTfkPivAX+MRPDdmQQV16EofA14a2v9Q85j8sT/UsqX+jwdeJZz7DHa80J2IDarUCUifZ6y4l+7TlvS7+Bh4t8wDMMwIjSAK53bZbqbzhXGyAQvlH9t9xTcD/HIf574DwlOlzK15csygdTMd8tYauTfb2rWTcKve5wR4DQyW5VbRz+E9lzY19mW5/nPi/yP0TnDcL7z3LvQnheS14OgqvjXyP+fM7h2uWHFxL9hGIZhRFhDp+gr6m46V2jS2cAp9tpcO9CrKLYHqTXIj/xvQjztIcvLt3OebwR4Pr3tqrw37bkFOqjxxX83Cb/KKuTzcwOZrcrvoOujAwP3eN1E/h8mXCFIZz4SxCLmnnteD4Kq4l9f420Mtl1uGDHxbxiGYRgRijrWzmX2DWyLvba6s34vxfagUcQetNHb/jDxmv3n5jzfvvS+q/JewF3ObY38+7afmUT+L2wtXVtVyFPvosnIW51tRZ7/LXQ248p7zATy+ke97Sr+30dntH4MOe+y4l+rAuVZytYBRwSOZfQXE/+GYRiGEcGvcx6rnT8XOdC7HXtt2hxKKWsPWkrY8x8S/w06ZyGUlUi1mV53VdbIvx73HkR4++fXbeS/gXTkVfS6/YJ88R+K/BeV+oRO60+e+AexZvnvj/rz7yIcrdfSsEU0kAZiSugz00RKuLqzIsbsYOLfMAzDMHJw65zn1c6fa6jILeoLkNd8Ko9lhKv9hATpGrKuuy6LkKhxP7oq74VEyw9HIs8bkKi/b5PpNvIfa/R1Pb21/ajF6kjgELIoehnxf7+37R9ay1i0fheyvI08ynxm6siAq0qyudEbTPwbhmEYRg5a57yodv5cQ6v2HEb+a+vW+hSKLMci/6FjJEhpyn6xR2v5KyTyfCedfn89j0XEq/2MkFl1XGKNvg6iWuR/G1KBJybkdf9bgZvIGqJtIm6xgs73pwF817kditaXjfwXfWZ0Nklf43xKpJ8LmPg3DMMwjAK0hn4/ItA7CxWGB5L/2rq1Pi2lM/J/D3AdnR5v/xgJcDxSmrJffKq11MjzNXT6/ZXFxOv8LyFctjPW6GsZ1Tz/eb0RAD7q3daGaEWR/z1oF/+xmQo3Wl9W/Ov7qdfF/8x0O5tk9AYT/4ZhGIYxhGjkf68S+3ZjffIjy03E390k7PF2j7E/8OUSx+iWBvBD5/Ykcq4PRfYfJx75z5sJaiCJspBdt6rVforyCr7vbdOGaHdQzfO/ls4qTP4MT1nxr+em3Yr9z8x8TqSfC5j4NwzDMIwhRP3qfsWXEN1Yn6YQAapR/jpiX4Gwx3s27VWhEq4p8PPI/qPA52n31K8DvkAm7kPUgCcgYl9fU1G1H1/8a9Kwb6GCeK7ENqQqU574344I+Z+1btfJegzoefgzPLtSXvzXgEcjot5/P3VmIO9YRv8w8W8YhmEYQ0YT+M/W+hcpV2mlivWpCVyACOoTkTKeZSoGzZa9KhR5BjlXnyYyWNlE5qm/p7V8sLWed/0OAvYhe01FTb5c8d9E+ioAfCBwnFC0nta2MeLivwn8V2v9ZOd5j0ZmXmIzPFUi/yCNvo4g/H6+z1mfT4n0cwET/4ZhGIYxZNTJRNzD9L7SSp1MUK4HzmCwPN5+5FntKc+O7OtG129HKutoU7Ap8q/fKuQaKEW2nzFEnG1tHVsr8mwMHKcOPI9OMXcsEv3/HOEa+u77v8F53nuARxKffakq/pcQtktBVlZ0v8ixjP5h4t8wDMMwhgittKIWnO30ttKKPr8K5q20N6xSdrbH+0PO+o7W0q/20wC+5m2bRrrWqi0nBb5O/PqtRgZYarMqsv3Quv8a5Dpq865thN+nBtKzwOW61vJeOvMr/Pd/q/O8dyDiPzb7UlX8LyZ73T6/ay2/HjmW0T9M/BuGYRjGENHvSiuh5/cZBI/3a8hEkC598b+Gzs65ISaBMyP3rWotNfpfZPuhdf/3KPc+1YBLaI+ca+fiUA39vPf/DsSiFGMX5PxDeQYh8iL/t7aW+5d8LqN3mPg3DMMwjCGi35VWYn56l53t8dbo93TrtorZz3v7xTz1IfyOyYor/lMk0p5n+wEp93kk5d+nq7zbbrdkP78i9v7/LXA3mQUqhOYQlO3Gu5i4+P9d6zz2iNxv9A8T/4ZhGIYxRHRbt7/q8+dVEXoZO9fjHZud+KC3PeapXxp47PWErT+rW8u7yexPZSL/j6D8+1Q02+LOGPjv/yiS6/Cx1u0v5TyX9oYoa/3Js/3cikT9Qz0SjP5i4t8wDMMwhoxu6vZXff4dOfd/uMfHq0psdmKUzqRa31OfEB7YxKxTbuRfo+BlxP9Wyr9PRbMt/oyBPi9IpD9FEn8hPwFcI/9lxf8S5HVMB+77HTLAMWYfE/+GYRiGMWT0u6Z+Xv37hez8Zk6x2YlQ8rN66h+JCOYU+IvAc8YsOSqy15MlCRfZfsZb+5Z9n/xo/gjZawvNGOjz7o68H5eS5TbkJYBXFf/6OkPWH438G7OPiX/DMAzDGEL6WVM/1nwK4PkMRjOn2OxEKII/gdT4/9/WbbWqqD8+z5KzAFiO2H4mnf3zWOTsW/Z9cmcJ9kFmK/JmDCaAv0e6GpdNAO+V+N+MzDRY5H/nYOLfMAzDMIyeErOh7MHgNHOKzU7kzUwcgvj9/6d1exnlrFNa67+K7WeyYB8fd5bgm62/ohmDg1pLfyYiNovRje0HOsX/ba2lRf53Dib+DcMwDMPoKb4NBUQ4fo/BaeYUm51IiM9MJMBRSCQe4F8oZ51S8V/F9hPqjVCEO0tQZsZAxf9jvWPHZjFU/J9Oe/OwdUgnX7+hmL5OP+lXy3xa5H/nYOLfMAzDMIye49pQHoHYXgapmVNodiIBzil43JOc9cdRzpKzmmq2n24i/93wyNZSy5kWzWKoaLyDrHlYEzgRuIHOhmIx2482+LLI/87BxL9hGIZhGD2n30nFM8WfnUiA45Godh6u+L8rulc7Gvn/RcnHuZ7/frIaEf7fQyw6jyL/vdJGZikSvX8Bch3vIdxQLGb7+VFrubH7UzdmgIl/wzAMwzD6Qj+TinuBOzuxP/DlEo9xX0udcg2vViE+eRXPRXX5Zyvyv4X2hmBXE3+vGsC3nNspUgXpa2Tn6jcUC9l+msDnWuunUL5hmNE7TPwbhmEYhjGUdDM78Wayaj8biNfEd9FGXxtbywcKHtet578qdbKKR9vJP6c1hBt2bfNuu5WCQrafuvM8/kyBMTuY+DcMwzAMY2ipMjvRQAYJGi33I90xft5aaoLx1oLHzUbkX1+LNuDKq+8PkiOxMHKfi1spSG0/Kva7vX5Gb0nSNC3ea0Cp1Wpps2kTRoZhGIZh9J9ViL/dZyUSxY6xBxLtL/u4NwMfpL8DgG5eS9GMxDhi5fl86/ZvkaTiTwF/1eUxB4kkSTanaZo7QZTA64CXI2Oc64CXps5bmcjE0QeRPOnNwF+n8JPWfbcgTZZ3AFMpHNmP12GRf8MwDMMwjBKEKgTFauK7vDWwLe9xDyEi+/rI/b2gm9dyDpnlSVmMNDELVQrybT9ryWYDyh5zLpFIf7XXAkemUv10FHiRt9uzkZYRhwCvBD7q3X9sCo/rl/AHE/+GYRiGYRil8CsE5dXEd3mNdzvvcU2yyLlfOrOXdPNaTgee5dweB54LfJdw3oRv+6kHHl/m+s0xxoDFiSyXAHd6958CfCaFNIUfAksT2Gs2T9DEv2EYhmEYRkncCkFFnX2VBYj1R8l7XJ2sg+5tSDnNftHNazkf6WwMsGfrMbG8CY3830LWBOxdzv1ljzlXSKUFwgeQSqh3AQ+m7UWSQGYHbnNu397a1noKvpXAjxOZFegLJv4NwzAMwzBK0m3/Ag3tLs15nCbEamJwClxKpy+kV3TzWmqIfQfgPQWPWYAIzU+TNQF7sHXf/hWOOUCMJUnyI+evTaAnMi46BTgQ2BuoJfAX3nP4zinIcqCfmsITEGvQqxN4Wo/PH5ApCcMwDMMwDKMkGumugorcFxGvLBSq/58iGaR/U/F4Zenmtah1xy/z6ZO0/ppkTcA0/+GzDG7/hxym0jTN8+IfB9ycShVYEvgK8BSy1gYgkf79nNv70rIGpdnyngS+ChyF9GDrKRb5NwzDMAzD6CNNMoH9JeI+/lg5zZTBKoe5P9KF+FcF+zWQsjXaS2ASuLK1vrQvZ7bTuRU4OoElrao+zyRr7KxcAPxlAkkCRyPWoLsSmSXYFSCRseKz6FPOt4l/wzAMwzCMPlInK5H5MPHGVnXCnpBtZI2zBoFRZABwLuLjjxE6Z70OS3t8ToNAClchjaJ/gpT5HAHOS+D0RPKlQZxWvwVuAj4G/G1r+yrg+4m0hbgauCiVJso9x+r8G4ZhGIZh9IkGUvvRVStLgA8hYt/nXEQNpt7+H2ZwquI0kUThzcAjkAFALIdBC977PEQrzD2HKFPnfy5g4t8wDMMwDKNPdNPY6gSkRExKZ+OsQeA0xMw+RfH5LQM2OrcT5HVNE57lGGTmi/g3249hGIZhGEaf6KaZ1vlIRmiVEpyzhV+RaBL4BvGchGXebQ05f7L3p2aUpH/iP0n2I0kuJ0l+QZKsI0n+vrX9cSTJD0mSn5EkPyJJjnIes4YkuYkk+RVJcnzfzs0wDMMwDGMW6KaZVrflRGeDUEWizcRzEm7PeR5j59DPyP8U8AbS9FFINvOrSZLDgfcDZ5GmjwPe1rpN6z6tgHUC8BGSZLSP52cYhmEYhtF3ummmFWuctbOpOpOxd2DbSM7+Rv/pn/hP07tI05+01h9GSh3tg8z47Nbaa3eytsdiGUvTraTpzUgW9FEYhmEYhmHMYQY5kl+VqjMZKvhcwblnzv5G/5mdJl9JcgDweKQE0hnApSTJB5DPwlNae+0D/NB5lNvu2DAMwzAMY87STTOtQaWBDGRuo3gm46HWchyxBwE8uX+nZpSg/wm/SbILkrtyBmn6ENKk7nWk6X5I0zr9zOS1O3aeLnmltlWempoKPMQwDMMwDMPoF2VnMppknn832rxn/07NKEF/xX+SLECE/3+Spl9pbf0rpEIUSKM7tfZE2x27pGl6XpqmR6ZpeuTY2OxMXBiGYRiGYRgZZXIS6rR391WW9umcjHL0s9pPgkT1f0Ga/sv/3969hlpW1nEc//7yeB1TuynmJScYoxlFxUGEgkTQjDADUaRQKVFfmN00cMxI8EX3qBCLyFsappWhJioigXkp8ZozXtCwbJphhtBShxybmX8v1tqd3XiOuWfOPnv2Xt8PHPY6z1p78QzrN/v891rreVbfmlXAh9rlo4Fn2uWbgVNIdiRZCCyiecKZJEmSxkhvStCe1/qWN5/+U/NrmKfOPwCcCjxO8mjbdiFwJvB9kimaL4JnAVC1guQG4AmamYLOoWrj5juVJEnStm2mKUF79pjHfuj1fMKvJEmS5tQVwGf53y8Avaf7Xgt8chSd2ko+4VeSJEmawUxTgu7eLv9zJD1Sj8W/JEmS5lz/w83eBaxv2y9h9luCNHwW/5IkSZpz/VOCLmZ60O+LwBmj6pQs/iVJkjQcS4AvAvcwPe3neuAWmisDmn8O+JUkSdLQ7AWsnaF9T2DNPPdlazjgV5IkSfo/vsbrnwK8C/D1EfRFFv+SJEkaoplm/jke+NTIetRtFv+SJEkaqv6Zf/YCLh9tdzrN4l+SJElD1T/zz628/jYgzZ+pUXdAkiRJk28JsHzUnZBn/iVJkqSusPiXJEmSOsLiX5IkSeoIi39JkiSpIyz+JUmSpI6w+JckSZI6wuJfkiRJ6giLf0mSJKkjLP4lSZKkjrD4lyRJkjrC4l+SJEnqiFTVqPuwxZJsAv416n7oDU0BG0bdCW0TzILAHGiaWVDPuGRh56oa+xPnY138a9uX5MGqWjrqfmj0zILAHGiaWVCPWZhfY//tRZIkSdKbY/EvSZIkdYTFv4btx6PugLYZZkFgDjTNLKjHLMwj7/mXJEmSOsIz/5IkSVJHWPxLkiRJHWHxr4EkuSLJ2iTL+9oOSXJ/kseT3JJkt7Z9+yRXt+1PJlnW957D2/Znk/wgSUbx79GWGzALOyS5sm1/LMlRfe8xC2MsyX5Jftv+H1+R5HNt+9uT3Jnkmfb1bX3vWdYe76eTfLiv3SyMsUGzkOQd7favJLl0s32ZhTG2BVk4JslD7TF/KMnRffsyC3PM4l+Dugo4brO2nwAXVNXBwK+BL7XtJwE7tu2HA2cnOaBd90PgLGBR+7P5PrXtu4o3n4UzAdr2Y4DvJOl9/piF8bYBOK+q3g8cCZyTZDFwAXBXVS0C7mp/p113CrCE5lhflmS7dl9mYbwNlAXgVeArwPkz7MssjLdBs/B34Pj2b8TpwDV9+zILc8ziXwOpqruBFzZrfh9wd7t8J3Bib3NgQZIpYGfgNeClJHsDu1XV/dWMOP8p8PFh911za8AsLKb5oKeq1gL/AJaahfFXVaur6uF2+WXgSWAf4ATg6nazq5k+ricAP6+q9VX1HPAscIRZGH+DZqGq1lXVPTRfAv7LLIy/LcjCI1W1qm1fAeyUZEezMBwW/5oLy4GPtcsnAfu1y78E1gGrgeeBb1fVCzQfACv73r+ybdP4my0LjwEnJJlKspDmStB+mIWJ0l7ZOwz4A7BXVa2GphAA9mw32wf4a9/besfcLEyQN5mF2ZiFCbIFWTgReKSq1mMWhsLiX3Ph0zSX9B4C3kpzhh/gCGAj8G5gIXBekvcCM92v55yzk2G2LFxB86H9IPA94D6ay8JmYUIk2RX4FfD5qnrpjTadoa3eoF1jZoAszLqLGdrMwhgaNAtJlgDfAM7uNc2wmVnYSlOj7oDGX1U9BRwLkORA4KPtqk8At1fVv4G1Se4FlgK/A/bt28W+wCo09mbLQlVtAL7Q2y7JfcAzwIuYhbGXZHuaP/A/q6ob2+Y1SfauqtXtpfu1bftKpq8IwfQxX4lZGHsDZmE2ZmECDJqFJPvSjBU7rar+1DabhSHwzL+2WpI929e3ABcBP2pXPQ8cncYCmkE/T7WX+l5OcmQ7av804KYRdF1zbLYsJNmlzQBJjgE2VNUTZmH8tcftcuDJqvpu36qbaQbu0b7e1Nd+Sns/70KaAXwPmIXxtwVZmJFZGH+DZiHJHsCtwLKqure3sVkYDp/wq4EkuQ44CngnsAb4KrArcE67yY00/3mrvdx3Jc1gzwBXVtW32v0spZktZmfgNuDcMoxjZcAsHADcAWwC/gacUVV/afdjFsZYkg/SXM17nOb4AlxIc3/vDcD+NCcCTmrH/JDkyzS3iG2guR3gtrbdLIyxLczCn4HdgB1oJgI4tqqeMAvjbdAsJLkIWEZzRbjn2KpaaxbmnsW/JEmS1BHe9iNJkiR1hMW/JEmS1BEW/5IkSVJHWPxLkiRJHWHxL0mSJHWExb8kTYj2mRr3JPlIX9vJSW4fZb8kSdsOp/qUpAmS5CDgF8BhwHbAo8BxfU/MHGRf21XVxrntoSRplCz+JWnCJPkmsA5Y0L6+BzgYmAIurqqb2gevXdNuA/CZqrovyVE0D2xbDRxaVYvnt/eSpGGy+JekCZNkAfAw8BrwG2BFVV2bZA/gAZqrAgVsqqpXkywCrquqpW3xfytwUFU9N4r+S5KGZ2rUHZAkza2qWpfkeuAV4GTg+CTnt6t3AvYHVgGXJjkU2Agc2LeLByz8JWkyWfxL0mTa1P4EOLGqnu5fmeRiYA1wCM3kD6/2rV43T32UJM0zZ/uRpMl2B3BukgAkOaxt3x1YXVWbgFNpBgdLkiacxb8kTbZLgO2BPyZZ3v4OcBlwepLf09zy49l+SeoAB/xKkiRJHeGZf0mSJKkjLP4lSZKkjrD4lyRJkjrC4l+SJEnqCIt/SZIkqSMs/iVJkqSOsPiXJEmSOuI/KzMxoMo/VToAAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# All looks good except legend is broken in two parts\n", "\n", "fig, ax1 = plt.subplots( figsize = (12,12) )\n", "plt.title('CO2 Time Series in the North Pacific Ocean')\n", "\n", "# 1. make first plot, CO2 (atm and ocean) as ax1\n", "ax1.set_xlabel('Year')\n", "# note here we can color the axis label the same as the line\n", "ax1.set_ylabel('CO2 (ppm)', color='red')\n", "ax1.tick_params(axis='y', labelcolor='red')\n", "\n", "# save the plot object as lns1 and lns2\n", "lns1 = ax1.plot(CO2_date, CO2_data['value'], marker = 'd', color='red',label='Mauna Loa CO2 (ppmv)')\n", "lns2 = ax1.plot(HOT_surface['date'], HOT_surface['pCO2calc_insitu'],marker='d',color='blue',label='ALOHA Seawater pCO2')\n", "ax1.set_ylim(275,400)\n", "\n", "# 2. instantiate a second axes that shares the same x-axis\n", "ax2 = ax1.twinx()\n", "ax2.set_ylabel('pH', color='cyan')\n", "ax2.tick_params(axis='y', labelcolor='cyan')\n", "\n", "# save the third plot object as lns3\n", "lns3 = ax2.plot(HOT_surface['date'], HOT_surface['pHmeas_insitu'], marker='d',color='cyan',label='ALOHA Seawater pH')\n", "ax2.set_ylim(8.03, 8.38)\n", "\n", "# finally, show the legend based on lns1, lns2 and lns3\n", "lns = lns1+lns2+lns3\n", "labs = [l.get_label() for l in lns]\n", "ax1.legend(lns, labs, loc=0);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Data with two dimensions (depth and time)\n", "\n", "Next, we will look at how to visualize data with an added dimension, depth in this case. We will use contour/color shaded plots. These are a common way to visualize two-dimensional data. You could have, for example, a map of temperature so the x-axis is longitude, the y-axis is latitude, and then the temperature is color-shaded.\n", "\n", "There are a few different ways to make such plots in Python, including \"contour\", \"contourf\", \"pcolor\" and \"imshow\". You can find the difference from the Python Matplotlib help pages on the web. First we will go through some generic examples, then try make one from actual HOT data.\n", "\n", "\n", "### 2a. Synthetic data\n", "Let's start with a simple example. We define a variable, A, that is a function of y and z defined as follows:\n", "\n", "y = sin(x)\n", "\n", "z = cos(x) " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# Recall how we can create a sine/cosine 0 to 2 pi:\n", "x = np.arange(0, 2*np.pi+0.01, 0.01)\n", "y = np.sin(x)\n", "z = np.cos(x)\n", "\n", "# We now make a two dimensional (axis), array\n", "A = y[:,np.newaxis] * z" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Now we make a four panel plot, 2 rows and 2 columns showing different methods\n", "fig, ax = plt.subplots(2,2, figsize = (10,10))\n", "ax[0,0].contour(x, x, A)\n", "ax[0,0].set_title('contour')\n", "ax[0,1].contourf(x, x, A)\n", "ax[0,1].set_title('contourf')\n", "ax[1,0].pcolormesh(x, x, A, shading='auto')\n", "ax[1,0].set_title('colormesh')\n", "ax[1,1].imshow(A)\n", "ax[1,1].set_title('imshow');" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# color levels in plot\n", "clevs = np.linspace(-0.75, 0.75, 100)\n", "clevs1 = np.linspace(-0.75, 0.75, 10)\n", "\n", "fig, ax = plt.subplots(2,3, figsize = (14,4))\n", "\n", "# contourf cuts out data beyond limits normally\n", "cs0 = ax[0,0].contourf(x, x, A, levels=clevs)\n", "plt.colorbar(cs0, ax=ax[0,0])\n", "\n", "# this can be fixed by extending the color range, \n", "# which automatically extends the color bar as well when \n", "# it is called\n", "cs1 = ax[1,0].contourf(x, x, A, levels=clevs, extend='both')\n", "plt.colorbar(cs1, ax=ax[1,0])\n", "\n", "# contour behaves as contourf does\n", "cs2 = ax[0,1].contour(x, x, A, levels=clevs1)\n", "plt.colorbar(cs2, ax=ax[0,1])\n", "\n", "# in some cases, it makes more sense to add labels directly\n", "# to contours instead of a colorbar\n", "cs3 = ax[1,1].contour(x, x, A, levels=clevs1)\n", "ax[1,1].clabel(cs3, cs3.levels, inline=True)\n", "\n", "# pcolormesh takes limits only, not color levels;\n", "# it does not cut off data beyond the given limits,\n", "# but it does not automatically extend the colorbar\n", "cs4 = ax[0,2].pcolormesh(x, x, A, vmin=-0.75, vmax=0.75, shading='auto')\n", "plt.colorbar(cs4, ax=ax[0,2])\n", "\n", "# that must be done manually\n", "cs5 = ax[1,2].pcolormesh(x, x, A, vmin=-0.75, vmax=0.75, shading='auto')\n", "plt.colorbar(cs5, ax=ax[1,2], extend = 'both')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2b. HOT data\n", "\n", "The second data set we will use is somewhat similar to HOT_surface_CO2: it is an ASCII table with columns separated by white spaces. However, in this case there are no column names, so we will have to add those. The data are available at ftp://ftp.soest.hawaii.edu/hot/ctd/year1_31ctd.dat and there is a copy in our data directory.\n", "\n", "Note the data are aligned in an ASCII table, so we can use Pandas read_csv. The columns are day since Jan 1, 1988; depth (m); density; temperature (C); salinity; oxygen. There is a space between the columns, so we will need to specify that as the delimiter." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# Download the data from the web site, and read it in. Note we need to\n", "# specify that the column separater is white space (not commas)\n", "# Like last time, we can specify the column titles since there are none\n", "# in the file itself\n", "column_names = ['day','depth','density','temperature','salinity','oxygen']\n", "hot_ctd = pd.read_csv('data/HOTyears01_31ctd.dat', header=None, delim_whitespace=True, names=column_names)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# The time is given as \"days since January 1, 1988\", but we can easily\n", "# change this to a more proper date with datatime\n", "date = pd.to_datetime(hot_ctd['day'], origin = '01-01-1988', unit='d')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "# Let's now add this variable to the dataframe, and make it the index\n", "hot_ctd['date']=date\n", "hot_ctd = hot_ctd.set_index('date')" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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daydepthdensitytemperaturesalinityoxygen
date
1988-11-013050-23.12520026.26930035.2335224.00
1988-11-01305-2-23.11851626.27065035.2252226.20
1988-11-01305-4-23.10494926.27230135.2079224.75
1988-11-01305-6-23.10568126.26925135.2076215.70
1988-11-01305-8-23.10797726.26650235.2095218.00
\n", "
" ], "text/plain": [ " day depth density temperature salinity oxygen\n", "date \n", "1988-11-01 305 0 -23.125200 26.269300 35.2335 224.00\n", "1988-11-01 305 -2 -23.118516 26.270650 35.2252 226.20\n", "1988-11-01 305 -4 -23.104949 26.272301 35.2079 224.75\n", "1988-11-01 305 -6 -23.105681 26.269251 35.2076 215.70\n", "1988-11-01 305 -8 -23.107977 26.266502 35.2095 218.00" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Okay, what do we have\n", "hot_ctd.head()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(312, 721) (312, 721) (312, 721)\n" ] } ], "source": [ "#Z = hot_ctd.pivot_table(index='date', columns='depth', values='temperature').T.values\n", "Z = hot_ctd.pivot_table(index='date', columns='depth', values='temperature').values\n", "X_unique = np.sort(hot_ctd.depth.unique())\n", "Y_unique = np.sort(hot_ctd.day.unique())\n", "X, Y = np.meshgrid(X_unique, Y_unique)\n", "print(X.shape,Y.shape,Z.shape)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "fig = plt.figure(figsize=(10,10))\n", "#ax = fig.add_subplot(111)\n", "plt.contourf(Y, X, Z, alpha=0.7, cmap=plt.cm.jet);\n", "plt.colorbar()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "x = hot_ctd['temperature'][0:400]\n", "y = hot_ctd['depth'][0:400]\n", "plt.plot(x,y)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 4 }