{ "cells": [ { "cell_type": "markdown", "id": "f4dc53e9-80ec-4cd8-bdcb-1551e6c90b38", "metadata": {}, "source": [ "# Create line-by-line look-up tables for UV cross sections\n", "\n", "The built-in programmes in NEMESIS with names *Calc_lbltable* and *Calc_fnktablec* can be used to create line-by-line or correlated-k look-up tables based on the spectroscopic parameters tabulated in databases such as HITRAN or GEISA. While this is typically used for most cases, these spectroscopic parameters are often not tabulated for ultraviolet wavelengths. Instead, it is more common to find tabulated cross sections at a given temperature and pressure in databases such as [HITRAN](https://hitran.org/xsc/) or the [MPI-Mainz UV/VIS Spectral Atlas](https://uv-vis-spectral-atlas-mainz.org/uvvis/index.html).\n", "\n", "In this notebook, we are going to show how the cross sections in these databases can be converted into a format readable by NEMESIS (i.e., line-by-line .lta tables). In particular, we are going to download the cross sections of OClO from [HITRAN](https://hitran.org/xsc/) as an example, and write the NEMESIS look-up table." ] }, { "cell_type": "code", "execution_count": 1, "id": "bf3ef51f-e851-4bf2-be34-7218009338a4", "metadata": {}, "outputs": [], "source": [ "import archnemesis as ans\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "07fa256e-e329-48f5-9a0c-85a12dcde7b6", "metadata": {}, "source": [ "## 1. Reading the UV cross sections from HITRAN\n", "\n", "After we have downloaded the UV cross sections from HITRAN, we can just read the files using the function below." ] }, { "cell_type": "markdown", "id": "8b8c1ae7-6862-49e6-b400-cdedd805899b", "metadata": {}, "source": [ "### Defining function to read HITRAN files" ] }, { "cell_type": "code", "execution_count": 2, "id": "6acaf11c-ba6c-4668-a8ec-623b411c172f", "metadata": {}, "outputs": [], "source": [ "def read_hitran_xs_file(filename):\n", "\n", " # Open the file in read mode\n", " with open(filename, 'r') as file:\n", " # Read all lines from the file\n", " lines = file.readlines()\n", "\n", "\n", " #Reading the header\n", " header = lines[0]\n", " vmin = float(header.split()[1])\n", " vmax = float(header.split()[2])\n", " nv = int(header.split()[3])\n", " temp = float(header.split()[4])\n", " \n", " # Skip the header line\n", " data_lines = lines[1:]\n", " \n", " # Initialize an empty list to store the values\n", " values = []\n", " \n", " # Iterate through each line in the remaining lines\n", " for line in data_lines:\n", " # Split the line by spaces and convert each element to float\n", " line_values = [float(value) for value in line.split()]\n", " # Extend the values list with the values from the current line\n", " values.extend(line_values)\n", "\n", "\n", " if len(values)!=nv:\n", " sys.exit('error :: Number of values in cross section array does not coincide with NWAVE')\n", "\n", " waven = np.linspace(vmin,vmax,nv)\n", " \n", " return waven,np.array(values),temp" ] }, { "cell_type": "markdown", "id": "9a897b99-9a1a-458c-8abd-dc76e764fbec", "metadata": {}, "source": [ "### Reading the HITRAN files" ] }, { "cell_type": "code", "execution_count": 3, "id": "a50a3b49-03b6-4407-8b71-2af7bf1d2dc9", "metadata": {}, "outputs": [ { "data": { "image/png": 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bNmzAKaecghEjRqCoqAgTJkzAokWLoCjJJyJXV1fD6/Xim2++CS9ra2vDKaecgoMPPhjbtpk3t4F7ZDkch8GYAgSdsHammqLB0AJKKBhjPdbZNhuF6Zcr5pCsDhwOh5OMzZs3h18vW7YMt912GyorK8PLcnJy0t5mZ2cnKisrcdNNN2H8+PFobm7G3Llzce655+Lzzz8Pb3f00UfjxhtvRGlpKWprazF//nxceOGF+OijjwAAsixj+vTpmDBhAvLz87FmzRrMnj0blFLceuutvbKloaEBZ599NgRBwPvvv48BAwak/XhDcCHL4TgMjalhIWtnqimN6I1LRAFlgGivjoUGim2SyD2yHA7H8ZSWloZf5+XlgRASs8wM8vPz8cYbb8QsW7x4MaZOnYqamhqUlZUBAGbNmhVeP3z4cPz+97/H+eefD0VRIMsyKioqUFFRAUCfcFxaWoqVK1fiiy++6JUd27Ztw+mnn44hQ4bg+eefN0W0R8NDCzicOOxOuK+xSIlaxebQgrnLNAzfJNga4hDizyUaTi0bigbaaLcpHA6HYwqzZs3CwIEDu/3rC62trSCEID8/33B9U1MTnnvuOUyePBmyLBtus3nzZnzwwQc48sgje2zv559/xnHHHYcxY8bg5ZdfNl3EAtwjy+EkoNmY8goAKIsaOve1AHnFttgh+DUctoEBG0S0TbfFhBjWePXvxc98NlvC4XBsR+kE2bVRf80YRFUBkWTTQ6DYgH0A2by8KTfffDNmz56dln35fD4sWLAA5513HvLy8mLWLViwAA899BA6Oztx2GGHYdmyZQmfP/bYY1FZWQm/34/LLrsMt9xyS49tzpw5E1OmTMEzzzwDURTTchw9wYUshxOH3ZWjooUsU+0TbYNrusKvVaoCcNlmSww8RpbD2eshuzbC88RJlrfru+Q9sNIDTdt/SUkJSkpKUt6Poii46KKLwBjD/fffn7B+9uzZuOSSS7B161bceeedmDlzJl566aWYB4GnnnoKra2tWLt2LRYuXIglS5Zgzpw53bZ72mmn4fXXX8err76Kc845J+Xj6A1cyHI4cdg9jK5FCdmc1p+BIcNssUOIyh9LVa2bLa3lsI530Y6T7TYjTGeAYleXhrJ842E5DoeTftiAfeC75D39NWNQVQWSVR5ZE5k1axaWLl3a7TYNDQ3drg+J2JqaGrz11lsJ3lgAKC4uRnFxMfbdd1/st99+GD16NL766itMmjQpvM2wYcPAGMOoUaNACMGsWbNw/fXXd+tpvfHGGzFu3Dj85je/AWMMv/71r3s44tRxpJD95JNP8Je//AWrV6/Gjh078PLLL+Pss89Ouv1LL72Ef/zjH2EX+NixY/GnP/0JJ5/snJsdJ3OwW8huIjvCr9vFQhTYZEdrnh5CX1sMyJoCIMsmS3T28QEbPcD3rjGwPrtvchat2Invd/ptyTnM4ey1yN6wZ5QxBi0QgOhyATZnV0mVVEMLQiJ206ZNePvtt3uVLSBUQdLv9yfdhlIKRVFAKe0xZGD+/PkQBAGXXnopGGOYNm1a3w6ijzhSyHZ0dOCggw7CZZdd1ivX9CeffIITTzwRd955JwoKCvDYY4/hjDPOwJdffomJEydaYDFnT0KzObRgCM3Fsd9QNOQDgXH2XZSF4KS3dg+Q74BMAa7g80ULsb7aWnd8vzP5xZ/D4XD6QiqhBYqiYPr06aisrMSyZcugaRrq6uoAAEVFRXC5XPjqq6+wevVqHH744SgsLMTmzZtx6623YuTIkWFv7NKlSyHLMsaOHRv+zMKFCzFt2rSkE8LimTdvHkRRxKWXXgpKKc4777x+HVNvcKSQPfXUU3Hqqaf2evslS5bEvL/zzjvx6quv4vXXX+dCltNn7PbICtBw9Vu6mu644SNgv4NssUMMKnpGnFGEQGYMeuHcgN2mcDgcjuOora3Fm2++CQCYPHlyzLp33nkHU6dOhdfrxWuvvYY77rgDHR0dKC0txYknnoh58+bB7XYDACRJwr333ouNGzeCMYaysjJceeWVuO666/pkz9y5cyEIAi6//HIwxnD++een50DjcKSQTRVKKdra2lBUVGS3KZwMRKUMWzz6NP3v8HkPW6cfxiIu4Y15EzHOcgt0xOCsNwpAo/YLWRG6kGVcyHI4nAxixowZmDFjhuntlJeXo7Ozs9ttxo0bh7fffrvbbaZNmxYOB2CMIRAIwOVydRt/nKztOXPm9DhBLFX2SCF7zz33oL29vVtXtt/vj4kHaW1tBaCLYEqdUZLTTELHuDcca19RomIL+tM/Kfcti0ysCqh+276jUGgBA6Cpiu3nCmUU46sALV8XsnbbE4+mabZXP0sVfl0wD963/SMUv8kYC7/uzfac9JPuvo3+buN/F335nexxQvY///kPFi1ahFdffbXbOJO77roLixYtSlgeqhe8t1BdXW23CY5ja2vkB1RVVdXv/fS3b7v8kZRbTS2NKdmQCqLKUD/wYIxorMG3tdvg89nrlT38a+CYlRRPnNEEjHTSuatfRjdXbYGQ2To2jHP6ds+D923fkCQJpaWlUBSlxwfFQICP1piFGX2rKApUVUVdXR1UNfb+0pNnOZo9SsguXboUM2fOxAsvvIATTjih223nz58f4+5ubW1FWVkZysvLLalEYTeUUlRXV6O8vByCwAu8RaPWtQKb9NfDy0dA7KM6SbVvt26L/Cybs9vDpQKtpp4yfD/2crgCrSgZ4EPFCHvsCDF4nf5/ezDMwSnn7oH/XYHTxP9iePk8yHbX8U0Rfl0wD963/SPktZNlGS5X8lzWoeFvTvoxq28ZY5AkCcOGDUt4SGlvb+/1fvYYIfvss8/isssuw9KlS3Haaaf1uL3b7Q4HNkcjCMJedZHZ2463NxBEngwVSiBL/euf/vat5I+EFhSxLNu+H0EDIAABVx5U1mr7ebKrAMjtALI9+mXLKefua+6bAQCryE2OsCcdOKVv90R43/YNSikYYyCEJPXIRg95Z3p4j9Mws29D+yOEJPwm+vIbcaSQbW9vx8aNG8Pvq6qqUFlZiaKiIgwfPhzz58/H9u3b8eSTTwLQwwkuueQS3H///Zg0aVI43URWVlbS+sIcTjKIFhlCUWzIYODqiMRuazZWsaLYL2KHYn9Z2BHb9f9z/c6MgbM7bRuHw+HsjTjysXDVqlWYOHFiOHXWnDlzMHHixHCd3x07dmDr1q3h7R9++GGoqoprrrkGgwcPDv9df/31ttjPyXCihOwPDdbnCNWihqejq3xZT6QajKLYnyt12yD9f8nuGsJJULmS5XA4HMtxpEf2mGOO6XZ23OOPPx7zfsWKFeYaxNmrIFTBnUWFGKaq+K7ehyll1k7+I1GzNZlm3+QFQvUyiG7fbmhKl212hGjKB4bVR7IpOI1NjZ04uCyxFCSHw+FwzMORQpbDsZOC9k14Nj8XADBV62FjM4gSshs7f7bBgCBEvzwQpkHw77bPjjhE1ZlCNt/FPbIcDodjNY4MLeBw7KS49Yfw6wEu65UsYRSUiNAEGVXYaXn7YZheT5sREQHVDkUfCwnqxF9+5BwhSxnD1x43/jSgCJoDqp9xOBzO3gYXshxOHFsKjwi//rauw/L2CWVYcfRf8fHUJTixbYDl7UcICllBhF/pfSoUsyCUYNuQqaBEgFPCZCkDZpcUY1leDl77wTleaw6Hw9lb4EKWw4lDi/pZDLajNkZUaMG+HfYUQ9DRQwsCrjwQxc5JZzoBz0RsGH0+6ksORadDnJ+UAaGpeVqDjWEgHA7HUXi93m7/br/99rS3qSgKFixYgEMPPRTFxcUYOXIkZs6cidra2pjtxowZk2DPPffcE16/YcMGnHLKKRgxYgSKioowYcIELFq0CEo394FQMalvvvkmvKytrQ2nnHIKDj74YGzbti3txxuCx8hyOHFoNKKSJg214ScSNdGxAaXYx3oLgojhV6pqf/otJuSGXqHLIXGylDG0iHo/nTTc/vALDofjDDZv3hx+vWzZMtx2222orKwMLzOj8FJnZycqKytx0003Yfz48WhubsbcuXNx7rnn4vPPP4/Z9uabb8all14afp+bmxt+Lcsypk+fjgkTJiA/Px9r1qzB7NmzQSnFrbfe2itbGhoacPbZZ0MQBLz//vsYMMC80UUuZDmcOFQWJUg0G2JkozyyfpplefthWGSyF1XtL/0YErKS5nNMPGp0OfDyrnUAzrDNFg6H4xxKS0vDr/Py8kAIiVlmBvn5+XjjjTdili1evBhTp05FTU0NysrKwstzc3OT2lNRURGuKMkYQ2lpKVauXIkvvviiV3Zs27YNp59+OoYMGYLnn3/e9GqpPLSAw4lDZVEiSW21vH1GI3lkBVsnWemXB0ZERwjZ1qJTAeiT4Qi13x5ArzoU4sDWd2y0hMPh7AnMmjULAwcO7PavL7S2toIQklAc6p577sGwYcMwefJk3HfffVDV5M6BzZs344MPPsCRRx7ZY3s///wzjjvuOIwZMwYvv/yy6SIW4B5ZDicBLUrIjml4G8B4iw2Qwy+JrUI2qhyhA2JkpUADVNdAbB9yJDRq/SQ8IzQWEbJf5J2I4Tbakoz2AEWWRCAKvHQnZ8/Bp/qwpW0LAN1rqCgKZFk2vUTtiNwR8Ege0/Z/8803Y/bs2WnZl8/nw4IFC3DeeechLy+S4/p3v/sdJkyYgMLCQvz3v//FwoULUVdXh7vvvjvm88ceeywqKyvh9/tx2WWXhYtSdcfMmTMxZcoUPPPMMxBFscft0wEXshxOHEpUNS23Yn36K0IjAyVEtXHQhEVuCAO22V8QIatzI9pcA7FrwHiA/tDzByyARYWe7JLyHSlk/+f5Ghw/Mhs3HF5stym9YvPuAEqzJXhdfMCQk5wtbVtw8fsXW97ukyc+iTGFY0zbf0lJCUpKSlLej6IouOiii8AYw/333x+z7rrrrgu/Hj9+PFwuF2bNmoVbb70Vbrc7vO6pp55Ca2sr1q5di4ULF2LJkiWYM2dOt+2edtppeP311/Hqq6/inHPOSfk4egMXshxOHE2sFe4Ag0iBKu8Y7Gtx+4xFbuCCZudPNCJkm4pcNtoRhEWe7im1f/IZANCoeGoVzp3s9aUDHkR6y3Vv7sCBg9y480Rz4wk5mc2I3BF48sQnAVjvkTWTWbNmYenSpd1u09DQ0O36kIitqanBW2+9FeONNeLQQw+Fqqqorq7G6NGjw8uHDRsGxhhGjRoFQghmzZqF66+/vltP64033ohx48bhN7/5DRhj+PWvf91t2+mAC1kOJw4Pk/HUvboo+eLG3B62Tj8kJkbWmqGZJJZEXmoOGJYOVhobvGMltlFnZC1glGLqtxQXfEyx/mL7wy/2FKqbeV9yuscjecKeUcYYAoEAXC6X6ULWbFINLQiJ2E2bNuHtt9/uVbaAdevWQRCEbuNvKaVQFAWU0h5DBubPnw9BEHDppZeCMYZp06b1+Tj6AheyHE4cWpRnjWp+y9uPFrK5mn2eRxI1FzTgI6jc0YUJg+3JosAYQ2jyGRUkMGZ/gQYAYFTFRR9RFHQAn7m3Y4rdBiXBGbK/d3zgmovHcDaAC+02hcOxnFRCCxRFwfTp01FZWYlly5ZB0zTU1dUBAIqKiuByufDll1/i66+/xtSpU5Gbm4svv/wS8+bNwwUXXIDCwkIAwNKlSyHLMsaOHQuXy4WvvvoKCxcuxLRp0yDLcncmhJk3bx5EUcSll14KSinOO++8fh1Tb+BClsOJI3oCj8asF7IsOpkIdSff0Gw7omJkJU3CguU78cZF5fbYAoQ9slSQ8GmtH6SqA8eNst5jHmMXpZCCzz1r3N0P99nFFOF71LDhAMp63NYJ7CPU4vd4GrVcyHI4faK2thZvvvkmAGDy5Mkx69555x1MnToVLpcLL7zwAu644w74/X6MGDEC1157bUzcrCRJuPfee7Fx40YwxlBWVoYrr7wyZpveMHfuXAiCgMsvvxyMMZx//vmpH6QBXMhyOHFExz3u7rKjRG1EyPppDvwqhVuyY+JLRMgGRA1i9gYANglZpqcBAwBKJGQxH1Zu63KEkPUGn3VEh5TNjedZ1x34jo4A8IzdpnA4eyUzZszAjBkzTG+nvLwcnZ2d3W4zceJEfPzxx91uM23atHA4QG/DNpK1PWfOnB4niKUKnxbK4cRBaUTI1rbYMEkmalJTB2T85qXt1tsAgEQJ2Sz/WHiHP2qLHYB+MQ0LWUFCMWuC6IABc6qpEIJmHNsxyF5jumEYcaa3OBkMmR3nyOFwrIMLWQ4nDqZFJpp4AtYLWY2OiHonoy1gl6uPhAsPqKjtYVtz0WNkdSHLBAlni8sxedcLttoExJYzdqpHFgCIA0R/X8gsazkcjp1wIcvhxEGiKpyM2N5sefsiq4+8pjamvWIEQlDIDm6SsM92O+VFrEf2toIB6Mhfa6M9OkrUZECpyQ/VIdkUMh3KuEeWw+H0Di5kOY7m0dW7UdNibSoeElXFqstrxw01IoZyNBmHC9/ZYAMAEBCmAkzFgHYZdz5pX55UvRSs/l205lXApQJV7jbb7AmhsQD8rjw0FB+II75oxRWv2BMG0hP5pBM1LQoUjQttDoezZ8GFLMexMMbw0vpWXP26xcPaUdWa3Pk2/ESivFGEufAf153W26C3DoBB1BRQwd6CCIxpQNREg4s+FFHQYv9cVY1q+Gb87/DtuCuxz9YAGjqdWxTh6tdr8c9VTXab0Ssoj5HlcDi9hAtZjmPxqfZ4j0hUjCyiwgwsaz80PM0oFLiwpDAfOzust0O/PDCIWgB+dz4UyZ4csgBAWWwA6v7bvZj6of2XL0pV+DxFAAAGhlHEmR7ZEJubAnabkJROhaLFp+HCwYPwWTYXshwOp3fYfyfgcJJQ126HeAMENeJVy2qz/sYfyhZAoECAjEcK8uELWO/pI4yAgEGgAdSUHY9Pj7zHchtCMFAAAlyaLhQVKRtMtF/sUKaCCnqC8J8nqlju/oPNFiXnZdctOFCzK0ylZ65+vRYXvrgN6zxu/K3YvocmDoeTWdg/NsfhJIHZFM7HqIbNI05DW24Zsnc+aX37oQNnCgo6JJy4hkIeZceQNQEYhUjteaCIhlI9JRMh+uQqX1YxvB2NNlulhxZQUQ+7UB3oFqjaHQBcLpSpCiZiI7ICT0PFiXabZcguB4dlcDgc5+LASy+Ho+OVbfK4MYotI36JXQPGY+fA7mtKm0GoIAIBgya6ccW7FIpmQz7bYIxsR/ZgG9qOg1LdHKKHGHw77rdoyTvaXpsAaCwShrJBduMPA3uua24l39b7cMHQUswalLyGOofD4WQyXMhyHItiV17OqMpebhszWlIhF9uGHQMA6Aq022CBHiPrBCg0AEJYyAJAw8B97TMoCFMjoSdZ4tl4JyfbRmsSCT0KbuplfXSnQJxx2nE4nAyAC1mOY1EpwzzpWesn0ESlKCrQrJ/lbXQT7wq0Wm5HyCMbjV3pm2jIjighSwX7h6KpGvHIyvLxNlqShKCSZSCg0CekOZX/lZ7BM/IdAMBzFnAyHq/X2+3f7bffnvY2FUXBggULcOihh6K4uBgjR47EzJkzUVsbyfzzySefJLVp1apVAIANGzbglFNOwYgRI1BUVIQJEyZg0aJFUJTkqTCrq6vh9XrxzTffhJe1tbXhlFNOwcEHH4xt27al/XhD8BhZjmPZvDuA66XXcYa4Es141bJ2SVRwLtPclrWbYAda4e7SPX51jV8C5eMttyBayLr8TahqysHogV6L7QBAtaA9EfFKmANm4Btc2BWNQXbARDQgMnGwTRRwUMVwXLSb4jSbbUrGb6U3g6+GZ1wlMg4nns2bN4dfL1u2DLfddhsqKyvDy3JyctLeZmdnJyorK3HTTTdh/PjxaG5uxty5c3Huuefi888/BwBMnjw5xjYAuPXWW7FixQoccsghAABZljF9+nRMmDAB+fn5WLNmDWbPng1KKW699dZe2dLQ0ICzzz4bgiDg/fffx4AB5oVdcSHLcSw/1OlxoW5YXBAhKtVTFyuxtG0AANXFR5Zci06MwYfHPICJ39wHHGKxHcGsBSEESlHgsmfiFwUDIyToVwzCrD0vjGCaAlHtgiZlIX/3d/jFBopVJV2YUmaD2DdgcOdPMe//63WukA1xyiqK7WV2W8HhpEZpaWn4dV5eHgghMcvMID8/H2+88UbMssWLF2Pq1KmoqalBWVkZXC5XjB2KouDNN9/EVVddBRLM1V1RUYGKigoA+uTj0tJSrFy5El988UWv7Ni2bRtOP/10DBkyBM8//7wpoj0aHlrAcSxHDNUnWmlWn6ZRZUYDgvUzvENeNBGd4WU/DKyw3A6Q2BhZRgQoSmfy7U2EMb2yF4kKLQiVz7UTpqkQglkdClq34cZlFEz19/Ap6yhu+yHmfSZU0L3sfYpZz9ltBYdjD7NmzcLAgQO7/esLra2tIIQgPz/fcP2bb76JXbt2YcaMGUn3sXnzZnzwwQc48sgje2zv559/xnHHHYcxY8bg5ZdfNl3EAtwjy3EwgqYLFQ3WZg6I9kJSoQJv/tSG0/bLtc6AUPOsI7yodpfPuvaDkFBlL5lAUxioIEHz2zHpDKCUASAAiQ4tsD9GFkwBI/qDFiP6eTqq6ROg4iw7rQrTqWSAcjWAT/bi9ATt6oKyZQsA3WuoKiqYLIW9imYhjxgBIcu8PMc333wzZs+enZZ9+Xw+LFiwAOeddx7y8vIMt3n88cdxwgknYNiwYQnrjj32WFRWVsLv9+Oyyy7DLbfc0mObM2fOxJQpU/DMM89AFK25d3Mhy3EshOqeLZVZ65ElUROamFiKf3zdhFP2zYEoWBP3SIIlattkCQiO5I/02jBUzXQhe+hFRah89nMoajlUX7P1dkAviMAIgRAVIwtmfWq0BDQtLGBDgnYbWjDITptiiD1ns2H9A1F/4DqW0xPKli3YMf1Cy9sd/J9n4N5/f9P2X1JSgpKS1EPaFEXBRRddBMYY7r//fsNttm3bhg8++ABPP/204fqnnnoKra2tWLt2LRYuXIglS5Zgzpw53bZ72mmn4fXXX8err76Kc845J+Xj6A2OFLKffPIJ/vKXv2D16tXYsWMHXn75ZZx99tndfmbFihWYM2cOvv/+e5SVlWHBggX4zW9+Y4m9HHPI7aoBAJQLO7FKpfBIFglaGmnH3bUVKBgIlTLLhCwYAEZR4M5HczB9LNHsiE3Vhaw7W4TsboW/U4Lq6+jxU2YQCi2IxX4hqwts/XypKTsektqFHYIdGSaMYVHeqSvf0rDR6vmC/cUZc+U4DkYeMQKD//MMgIhHVrLII2sms2bNwtKlS7vdpqGhodv1IRFbU1ODt956K6k39qmnnsKAAQNw2mnGkfPDhg0DYwyjRo0CIQSzZs3C9ddf362n9cYbb8S4cePwm9/8Bowx/PrXv+7W1nSQFiGrKArq6urQ2dmJgQMHoqioKKX9dXR04KCDDsJll13WK0VfVVWF0047DVdddRWeeeYZLF++HDNnzsTgwYNx8sknp2QLxz6i5lyhI2CdkCVRHuBRVcuBwf8DhQJW5S8IDekPcBWgObTQliHiyGQvIhEwQYbqt0vIhkILgInnFWDt881wgpCljIY9sgBQVXE6RPqKfQbFUZIj45CfKTaXEhz/DcOYegE4226reoZ7ZDk9IWRlhT2jjDGQQAAul8t0IWs2qYYWhETspk2b8PbbbyfNFsAYw1NPPYXp06dD7kWeaUopFEUBpbTHkIH58+dDEARceumlYIxh2rRp/TqW3tJvIdvW1oann34aS5cuxVdffYVAIKCfTIRg2LBhOOmkk/Db3/4Whx56aJ/3feqpp+LUU0/t9fYPPfQQKioqcO+99wIA9t9/f3z22We47777uJDNYJpUV/i1Zd5QRCprAQAV9J+IZuUsGab/Q/JygJ3BRaodt/bIZC8h+BCh+ewZmmZMC3sXc4oleLp+BnGCkKUUTIi1Y9CPDdZnmEhCsbID816k8AXvU2oGuDq73EXQHOTV5nCsJJXQAkVRMH36dFRWVmLZsmXQNA11dXUAgKKiIrhckXvqihUrsGXLFsOR66VLl0KWZYwdOxYulwtfffUVFi5ciGnTpvVK9ALAvHnzIIoiLr30UlBKcd555/XrmHpDv4Ts4sWLcccdd2DUqFE444wz8L//+78YMmQIsrKy0NTUhO+++w6ffvopTjrpJEyaNAl/+9vfsO++5lXhWblyJU444YSYZSeffHLaAqY59vDZllacJorIp1pwso9FRAnZpsIReNM1H9sCTyDfY5FwYgRgDBg6BNioT67qsmWGfiSPrOTSLxWq354Z+XpBBAIS/mpUR8TIMpZ4Xrr89qQoM0IMpijzBDOVBZyvY7Fyym3I312JQrsN4XAyjNraWrz5pp6PefLkyTHr3nnnHUydOjX8/oknnsDkyZOx3377JexHkiTce++92LhxIxhjKCsrw5VXXonrrruuT/bMnTsXgiDg8ssvB2MM559/fj+Oqmf6JWS//vprfPLJJxg7dqzh+sMOOwyXXXYZHnroITz22GP49NNPTRWydXV1GDQodnrFoEGD0Nraiq6uLmQZzDD0+/3wR92UW1t1DwClFJTaVRvVOkLH6ORjPWqYC8dLQwEAS1QNlFoUWhDVzs5BR+GT0ieRX9WC88b3LmQm1b4lwSH9aJFUR1tt+K50IUsphSAHPdO+gC3nDFVVhDzElFJQokFisu3nr9EDloYs2+0KISASbqpI2WDo7NY2p1wXOnJG2W5DunFK32YaoesgY8zwwTHZ9k7ioosuCk+8MpPhw4ejoyN5+Fd0+4899ljCshC//vWvY2JbA8GwjWTbx7cdvc0NN9yAG264wfCz0d9t/O+iL7+TfgnZZ599tlfbud1uXHXVVf1pwnTuuusuLFq0KGF5qMza3kJ1dbXdJiSlvW0XQm6ZmurNaPe6uv9AmqBqbPRlxedukEO/RlXV6D7tp799y4KhBbt27QLgAQAMDhSgqqqqX/vrPwLAGKqqqrC7Sw8p2FLfikLL7QAaW7aDkeFQNU3vV0IBSDb0SSz+Dh/iB9o6AkNttytEQacPoUHKT4/8M3J3vdsr2+y4LvyYm4MtsoTsOr26nlP6MN04+ZrrRCRJQmlpKRRF6TH+NRCwP7f0nooZfasoClRVRV1dHVQ1diSrs7P3Ocv7LGS7urrQ1NSEoUOHxiz//vvvk3pozaa0tBT19fUxy+rr65GXl2fojQX0YOToNBKtra0oKytDeXm5JQl87YZSiurqapSXl0MQnFkXY0fDd+HXpUOGYEihNblct8X1x6mrGXaf1Iycit4VJUi1b78LekIrxpZi7ffNAAA3c4UrrVjFLvwEEIaKigr4qxvRsAPo0nyW2wEAYm0nakEgSSLKy8uxEz8DxGOLLdHs2OhFfDZb4pJstyvEi235uCDqfcC7X7e22XlduLBZH/G4CroX2Sl9mC4y4ZrrREJeO1mWY2I844n2GnLSi1l9yxiDJEkYNmxYwkNKe3vvc5b3Sci++OKLmD17NoqLi0Epxb/+9S9MmjQJADBjxgysWbOmL7tLG1OmTMFbb70Vs+z999/HlClTkn7G7XbD7U6chy4Iwl51kXHy8RIWeUJjDJbZSVhipffN7Z9hgnCB4fbJ6H/f6jGyeSUuTP3dQHzyYAMIJTZ8T7qgFgQBg4sL0ABg37oWe84XAoDo+RwEQQCIBgbJ/nPXINyFMNV+u4IIwYloofPZrfTud2T7dYExx/RhurG9bzMMSml4Inkyj2z0kHWmZy1wGmb2bWh/hCTe3/ryG+nTr+n222/H6tWrUVlZicceewyXX345/vOf/wBIb1xKe3s7KisrUVlZCUBPr1VZWYmtW7cC0L2pF198cXj7q666Cps3b8aNN96IH3/8EQ8++CCef/75cFwGJzNhwYkqgMVxZcGmCPOhdMdKAMCPcmLVE7NgUZOsiEBAqAJQOyY2RezILtTDbQZ5m22wA2CaPt0rkhdVBSMO8L4YnJbMCRXHwpC4/50XP8jhcDip0CePrKIo4UlVhxxyCD755BP86le/wsaNG9Oq1FetWoVjjz02/D4UAnDJJZfg8ccfx44dO8KiFtCHoN58803ccMMNuP/++zFs2DD8+9//5qm3Mp0oj6weL2PNPGYhWD9KICqooEdAHvx1C3C4Jc0HJUfUU7BNQpZE5ZGlOcUA2tAq963Od7pgoAAEkFDt0qjvxlaYwXXPQUKWAPC78iGpXXab0ke44OZwOL2jT0K2pKQE69atw4EHHghAz0v2/vvv45JLLsG6devSZtQxxxzTrYf38ccfN/zM2rVr02YDx34oUzCsgaElG2jKsvBGHBQnGnKwc9AvgPWPodYvo29TvVJoHgKigxsEpoLYkmqKgIXyyLrdANrgg03x41QNemP17yagtsNNZKhUgWSnoDUUss6ZcEIg4PPD7wy/78xyTvHc7kgM7uFwOBxj+hRa8NRTTyUk6nW5XHj22Wfx8ccfp9UwDocxBYv/reGuxzUMEnZZ13DccPGHxzyAHcOsTJkTGdIHAMIUm3KmCuEB6XDOf82e2L5wmqtg8zlqKfyeIvhad9piTxiq91C2Grn+CbaUEzamgbXFvFflzMjI4ncXOjKNEofDcR59uisNGzYMpaWlhuuOOOKItBjE4YSg0GNkS1qA0l2fWtYuMah+NEAZbln78UIWTAFhaakm3Xc7SKiyV7BPbCtCQAESEdbtuRMBAEpbW/KPWEHwa5JIRLwK2m6bjElES8ipkDl8syPTwiE4HI4dpOXu6PP5sG7dOuzcuTNhUs6ZZ56ZjiY4eyFaVKyhqPQ+FUfKMAIQIFurQYdYBgDI8ls32Uuf1RTlkYUK2CJkIyVqiQCAUcNZ+lZAqRacBBe0LOtT0K6j4O8m+bclhBzFriyENONm2Y2+F+Y2CaPQhwwhf+eXwJBje96Qw+Hs1aR8V3rnnXcwfPhwTJ48GWeeeSbOPvvs8N+vfvWrdNjI2UuhUd6kOrd1QpIEh4uz1O2RZWyLZe0bhRaQ9Dxz9tsOQoieDs0uj2wotCCkyyS9QIPWZbPXLlSZJkpkH/6T/aVzQxzYlDk5sV0Kg9cXOe9dms0PKRxOCni93m7/br/99rS3qSgKFixYgEMPPRTFxcUYOXIkZs6cidra2pjt1q5di9NPPx2DBw/GsGHDcM0118Tkbd21axfOPPNMjBw5EoWFhRg7dizmzJkTroDa3TG/9tprMfZccsklGDVqFL7//vv0HmwUKQvZWbNm4dxzz8WOHTvC5V1Df5qWucNaHPuhaiT91k6XcUiLOeiiRCmIjC5QZYKFzceFFkBFmgZPeg9jCXYI1K5YXYAyBkYIwslRgt2hdNo8sSooZD2iJ7xIk5wjZEuqnBPm0BP3/FvD4/fxewZnz2Dz5s3hv7/85S/Iy8uLWTZ79uy0t9nZ2YnKykrcdNNN+OKLL7B06VJs2LAB5557bnib2tpanH766Rg5ciQ+/vhjvPLKK1i/fj1++9vfhrcRBAGnn346XnjhBXzzzTd48MEH8dFHH+G6667rky3Tpk3D6tWrsXz5clMLZqV8d6yvr8ecOXPCabk4nHQxsKop/FrVlG62TC8kOBzrGrQPsEVfxtgoy9rXh4NjY2StDy1gMJ50ZodnGCBUBSCEPbJM0p/BVZ/fFnvCBLvHFZXTdtvQozHCHmsSoFLmJN4vbY5fYuUESw4nvUTPJ8rLywMhJOkco3SRn5+PN954I2bZ4sWLMXXqVNTU1KCsrAxvv/02ZFnGkiVLwkUH/vrXv+Kwww7Dpk2bMGrUKBQWFoaFLWMMpaWluOKKK7BkyZJe2dHc3IxzzjkHHR0d+OCDD0w/7pSvctOmTcOKFSvSYAqHE0t0YnlXV203W6a74eD/uZFhWRezsO57nCdUEVRoxGqPLIVzsicAjFHEzMELCjQtYN0DjiEGE+s1cYj1diShUeEz/zmcTGLWrFkYOHBgt399obW1FYQQ5OfnA9DLzcqyHFM5KysrCwDwxRdfGO5jx44deO2113DUUUf12F59fX04h/+7775ruogF0uCR/fvf/45zzz0Xn376KcaPHw9Zjs3p2BdXNIcTTVtu5FzytL0G4BpL2g15ZHPzitGATgBAduBzAMlLHqcVRmLzyEIFQZY1bYdMYEyP+4wSj3rJYHtytobsCRVeYWEh6wyvHS0dBFTrrz1dnwCYZqs9IbZ3UJQ6J9KhT1SzRgy12wgOx2JuvvnmtIUd+Hw+LFiwAOeddx7y8vIAAEcffTTmzZuH++67D9dccw06Ojpw8803AwDq6upiPn/JJZfgjTfeQFdXF375y1/iwQcf7LHNP/zhD6ioqMBHH30Er9eadH8pC9lnn30W7733HjweD1asWBFT4YsQwoUsp99sd0VSK/1M3BhvUbuh9FuSK6IAdogeHGhR+4yQmKwFMtPAiMUCkumVtBJCHGyZdAYwqumpE0K1uWURDICm2CxkQ9+TK/r7cc5wPiWJtlQ3B1Be4IDyvj2wm1mYqaSfvPh9CyYN86Is3wFV5vYy1ICG5np9sicDoCoKJFkxSJ6YXgoGZcXcG9JNSUlJQr7+/qAoCi666CIwxnD//feHlx9wwAH417/+hXnz5uGWW26BKIr43e9+h5KSkhgvLQDcfffdmD9/PtavX4/bb78d8+bNi9mXEaeeeipef/11PPLII5g1a1bKx9EbUr4r/fGPf8SiRYtw0003JXQCh5MKuUrk9Dyy3Wddw0w/j0U5ckmUNOtuVCQ+RpZosNoTqiejj82oS2wVsrFZC4gs61nKVHuLD0T7zSMLHeQCNbir7/p+OcqPONV6W/pIJgRFPL62GW9vaMMjv7IwPR8HANBc34XXFn9rebtnzhmP4jLzsoHMmjULS5cu7XabhoaGbteHRGxNTQ3eeuutsDc2xPnnn4/zzz8f9fX1yM7OBiEEf/3rX1FRURGzXWlpKQYNGoSKigqUlJTgxBNPxE033YTBgwcnbfuCCy7AaaedhquuugqMMUucmSnflQKBAM4//3wuYjlpx6sK2FV0AFz+FlDafdqP9BL0+kWd0tma27LWWdS/uiEamMUxsiEhy0hcPlubhGwoP3Wk0pgLFABV7fXIhront1CP5xa0DjjJI+shiVkdhgYsjPdOiUyQshy7KBiUhTPn6ON0EY+sbIlH1kxSDS0IidhNmzbh7bffxoABA5JuG5qk/8QTT8Dj8eC4445Lum3oGhwI9Jwp5qKLLoIgCLjyyitBKTUlQ0M0Kd+VLrnkEjz33HP43//933TYw+GEETWKbw7U42JFdiusSsAVipFt3BSZES9SKz2isUP6jNgRWsCClbSihawCZlOMLGFBwSoEb1OyPjTONHuFbKiMqiuL4ehrS/DlXz4D4ByP7MnCl/iaXhuzTCTOiCvuibAXnsMxQHKJYc8oYwyBQAAulysmvDETSSW0QFEUTJ8+HZWVlVi2bBk0TQvHvRYVFcHl0q+b//jHPzB58mTk5ORg+fLl+OMf/4jbbrsNBQUFAPT6ADt37sQhhxyC7OxsrFu3Dn/6058wZcoUlJeX98qW6dOnQxAEXHHFFWCM4YYbbujXMfWGlIWspmn485//jHfffRcHHnhgwmSvxYsXp9oEZy9lwn8b8O3++uvy1c3YcJIfo4st8IwGheyQA73Y+bMuZotaLBQn8ddhQQOzVEgDofRbMVKCqWCwJ7Yy7JENhRa49fPAbiEbJnzzpHCSkN2NQxKWrZTrcIYNtvSVwT/vAibZbUXPcLnNcQq1tbV48803AQCTJ0+OWffOO+9g6tSpAIDVq1fjjjvuQHt7O/bbbz/87W9/w/Tp08PbZmVl4bHHHsO8efPg9/sxdOhQnHXWWZg7d26f7Pmf//kfCIKAyy+/HJRS/P73v0/xCI1JWch+++23mDhRr3v+3XffxazL9Ccjjr14OiLpt/Ib/bj6nTq8cVHvngZTQwCYhvzBMiZOK8TGx74BFSwUcAkxshRMsHZIXxeOBITEemRBsi21I2JQbIysKLuhAGCazTIiqKNJOLRKg5NCCxTkJSxrEJxZdGBTxZloz4nkKRCc8pDSDYeR9djFRthtBsfhzJgxAzNmzDC9nfLycnR2dva43b///e9u1x999NH46KOPAPTN223U9nnnnYfzzjuvR5tSIeW7Y+hgOZx0s/awoWGhsGEYgQSrJvaQ8FB2XqkMQQuAClZ6ROOErEgt98hSphlUGNNsCy0Il8oNKllRDlbSog55WI4Wsg6a7CUgMZ7tgG/bLcsk1xeqy0+224Q+87z7NqyiY7G76x/IcQmQRYecjxzOXoRzXAccThw0agJhfQGw2n1VOCbRVBhBdFUhzeWDKlo32UsXslHeKIGCCjIotdCTFpzsFZNHlqiA1YUZQuaEvHNBe9ySDDBqv0c2eD4KwZmBosYgoshOi2IggsFkr+qePTZOgDHnpwgDgCHYiRnLtuHuz7qfSc7hcMwhZSF711134dFHH01Y/uijj+Luu+9OdfecvZkojXLa1xLySSfarEiAT4TI5CIAmuyD321h1oL44RvCwAQRasC6cqwao3pBhBg7VOsnnQUJPb+Q4GQvSRBAmGZ/gGLYLv1S2pFzEDqyh0DpbOvmQ9ZBDMq8VhdWGGzpPFTVijCi9LG21sIUgRwOJ0zKQvaf//wnxowZk7B87NixeOihh1LdPcdhWOIRDUKjho03D5fxnteq6laxQ+oCFEsFXHwe2a5gqd72dgsTxLNgrCeJjtVVAZuELFisR1YSiC5knRJaEPfwEWi3Ml1ccnxi4m8mW9zPBkv6gd0PKb1Eo8AWz3TMF5602xQOZ68kZSFbV1dnmBx34MCB2LFjR6q75ziI5ZvbccYzW9HUaU2saoBGTs9vh3hwZ1Yx1tdbMSwa65ElJGCpkGVxsanZWXo/BDq6LLNBozRBnIFooHZ5ZLXYGFmBAIRpYHYL2ThPcQhfLyZcWEGTPCRhWZ1kbxGJPY3QhMjzhA9ttoTD2TtJWciWlZXh888/T1j++eefY8iQxIsoJ3O574tdAIBtrdbcCAmLnJ7Hfl+EfzygYc02CzxdcTGyftFj+WSvmPytwbBU1UJxxMASQwsE67MnhO0JjQRECUY9tMAZQjZUPcOVswYAEOh0xjBzK0m0o2ynM7MWxMMyxSXLsQQrRwM51pCu7zTlu9IVV1yB2bNnQ1GUcFWI5cuX48YbbzQtZxjHXjosqm+fJUTyFGwbdgwKWzZCUK0YXo/3yFodG0pib+KSLtbULgvFEVV1cRadfkvQsxYwxixPrcfishYAQSFreh2fngjaFRTYomc30A6oPuu8592xUWzE/nHLvAF7Hka6Y3urkrCM2P7d9o5hpBFAxkRCZByEEFBK4fP54PF47DaHk0Z8Ph8YYylXhk35ivaHP/wBu3btwu9+97tw6TKPx4N58+Zh/vz5qe6e40ACqjWXbBY1YFDY/DMAYHLzWwDMjfFjcZW1QlkDrCPWIytIej+oPuuErBYsiBCjVwUGBgka1SCJFouhUEGE6Osdsz9na0jnk6AdRAx+V4FEYWYHRl7NmrLjMNIGW7qjw2gSJ/fAcRDJR9/QoGeF8Hg8CQ/SjDEoimLLQ/aejhl9yxiDz+cLf6ep7jfluxEhBHfffTduvvlmrF+/HllZWdh3333htnCWN8daNjUFcHSF+YnxGcaFX7v8zQAAX1O96e0SkMjkIgAgFFSQwDQNRLQiR2hsjCyRrRdHLFgQIT6fLTTAHwhAyrJWyLLQaDiJ9sgqsLuKVij8goTyhwaFLFWcIWQz+ZYeUDIjBIJjPqIoQtM01NfXJxU9qqpCkpw32rAnYEbfhsIKxDTcU/tl2datWzF8+PCYZTk5OTj00EMNt9++fTuGDh1quI6TeaQ4CtB7WEv4Trx55JlgRERu1hrzmwWJSVtEBAoquEDVLohijuntAyTGGyVI+g9dC1g3SYdBF7LRqcCIwAANCPh8yM7yWmaLbpBRaIECZrOQJeHTJCho5eB35U/M32oHFJkrBgdpdXab0Cdkywq27H0QQiBJEhhjhnGVjDHU1dVh2LBh3CObZszqW0EQ0ra/fkmSQw89FFdeeSW+/vrrpNu0tLTgX//6F8aNG4dly5b120COc5gs/IAtnukokqzJZyqwSILxTm8pvh97Ob53me/pJ/GeSIGBChL8XVblBo0tRCC4gl4+C4UsGAMjcSVqg4+9gS7r8tlG7AkqRjFayKqAbZXGYhGCMbJC0GtBVWeImnyaGSNj3q7MEq3x/L0gH+s9zqnotqdCCIEgCAl/hBCoqpp0Pf/r/59ZfZtOUdwvj+wPP/yAO+64AyeeeCI8Hg8OOeQQDBkyBB6PB7t378YPP/yA77//HgcffDD+/Oc/45e//GXaDObYx7nixwCA5es248zxpeY3aDAjffg3BcCvzG441iMKEQARoHS1AgVmt53YvujSxRoNWOdd00KhBdGVvYL3aV+njROZYk4JBWmIjkqNkKc4OEwR8sg6JbRgmJZrtwm9wq00A4jNeZsJfrW7iwpwensn/lmYjyfzc5FYGojD4ZhNvzyyAwYMwOLFi7Fjxw78/e9/x7777ovGxkb8/LM+IefCCy/E6tWrsXLlSi5i9yC0YDoswbL5uYm3smG7zC8DyeJjVIMCLtBljYBjIDHZAsJCVrWyRK0GRmIvD6FYXcUGIctoUDDG2KSCMbtj4oLnaNC7IAS/K2bld7UHkJDqDcAqj1UFUPrP0/l5+H1Jsd1mcDh7NSndBbKysjBt2jRMmzYtXfZwHIxE9JuzZFXcHUscqvN0mC+iE26pwQk8iq/D9LYjFkSOUwqGFlgpjqhB1gIhJGQtzJ4QJlyjNnqhAsBlvS0xxKbfCoUWMItS1PVExfpWVA3veTvbMRhmLHZGcTQOh+Nw7M1dw8kozhE/AwAIBvXbzYAYnJ45ykDzG2ZxBQlCKZWsyuMaX9mL6IUQJL9VMboA1bSECmNepisL2mFhqdwgYR0bU0FLhf2hBfEeWV1YOyVGNm+3Myad9YeDqjIj/Va0lUb5cDkcjrlwIcvpM6JFQtbo9KwdfIT5zRIg+vYkBOMeVb9FNykWKyCVopEgVIEfVmRMCJrAKAAhJkyZuHWRpvmsv1mTcGhBrJBldk/2Clf2ChZECIYWQHOGRzYzIk2NQwvacofZYEnfqZUjD1PrdjijEAaHszfBhSynz5QT83O5AgCCMbnFjevCi2TFCq9k7E2VhNJf+SzybsV5QkU5GwJVYWUmJUq1YNaCSF8oObo3XLNh2JxFXLKRhZZXXDMgzlMsyXqWAKY5xJuYMamIEu3cNuw4G+zoH0evoxjUxDC65TO7TeFw9jocK2QfeOABjBgxAh6PB5MmTcJXX33V7fZLlizBfvvth6ysLJSVleGGG26Az45Yvr2Av7n+bkk7ocIETI4M03r8u81vmAGIziMb9LJpilXDxbFC1uXyQqAKmGadKGFU1e2IukIIHl2kUTsS1Qe7IyayAGokJ5jdhDyyWbrXmjnGI8uxgmvepFjwNEOWxgN7ORyrcaSQfe655zBnzhwsXLgQa9aswUEHHYSTTz4ZO3fuNNz+P//5D2666SYsXLgQ69evxyOPPILnnnsO//u//2ux5Xs2DECnhR4exkQQpmFX/sHhZe3ZVhTWiCt/GCzHqlg2pB7bvuT2QqCqpUIWlMYUQwAAVzC0gNoxkSnkkY2qxqEKKqjdHtkQwa6SQnmOHeKR3TI6M9JvZY7nODkuZ4RFczh7HSkL2a6uLnR2dobfV1dXY8mSJXjvvff6vc/FixfjiiuuwKWXXooDDjgADz30ELxeLx591DhL3xdffIEjjjgC06dPx4gRI3DSSSfhggsu6NGLy+kbi/IPwKQRZdhtUWkvAgGExYqm6vKTLWk5Oo9rTZd+k93RYk0hgPj0X5LkAWEKiEFeXbPQqAaAxIzky26P7iFX7RCy+n/RoQ4aUQCnCNngb8LtCnlk7TQmQiCYpD8324YiFn1AZdyDzeFw+kfK43JnnXUWzjnnHFx11VVobm7GpEmTIMsyGhsbsXjxYlx99dV92l8gEMDq1asxf/788DJBEHDCCSdg5cqVhp85/PDD8fTTT+Orr77CYYcdhs2bN+Ott97CjBkzkrbj9/vh90cu7q2twRnZlILSPf+iGjrGvhzrsiJ9tvoajxsDLekjAsRNLJPUnaDU7LyNeh7XUN+IwWpSJdt296q/+tO3Ce0j0r4giiBUAaOCZedmJGtB5Dh0z7ACqjDrfyOh9kjEHjcBFCLZ+3uleh+x4PclisE8shZ+V91BWSFAgKIDCtD2dWQiUjLbUj93+8c2dQeAkqT2ZAqNrAOlDuvbvQHet+ZhV9/2pb2UheyaNWtw3333AQBefPFFDBo0CGvXrsWyZctwyy239FnINjY2QtM0DBo0KGb5oEGD8OOPPxp+Zvr06WhsbMSRRx4JxhhUVcVVV13VbWjBXXfdhUWLFiUsr66uhtdrcR15G6muru7zZ2YPGojbq6pMsCYWxghIXF1tt+9bVFVZkCidAVXBY3QL+g9KVrXwst7Qn77V0QV8qC2V6uVYNY30qf1U2NWwEyD7IKAo4TYDLW0QaDEUf9/6IR34fPpDZ0trS7hfGTRQQbbclmhCF9vqrVsBjwt+pR2EDoRGma12hfATvSDN7uZmAJFytT3Z1v9zt3/s3t0Eo1+1E/qwO275j4bXJkVGCb5Va5DtsL7dm+B9ax5W9230SH9PpCxkOzs7kZurx2G99957OOeccyAIAiZPnmzZga9YsQJ33nknHnzwQUyaNAkbN27E9ddfj9tuuw0333yz4Wfmz5+POXPmhN+3trairKwM5eXlyMmxLs2RXVBKUV1djfLycgi9DRVYq/93kM+PiooK84wLspN8jHiPLGGS6W3vwrcAWLidHI+MH6uArsFF2L8Xbferb6NYS2oAINw+ZQxrUQcB5h97COrfgloQuD1yuM2ObKD5UxUCsc6OEI1r3fABKCgsQll5Oaqrq0EkgBEZ5eWD+tXP6aBOEKBqQHnFCAgeN1TFh120wZY+MmIbGgEABfkFaEXEIzuszQf5wP0Ttk/13O0vjXQzjKbmOqEPu0OuZhhXzdBUsB9k/w64XZ6kNtvVt3sDvG/Nw66+bW/vfb7ylIXsPvvsg1deeQW/+tWv8O677+KGG24AAOzcuRN5eXl93l9xcTFEUUR9fWyKp/r6epSWlhp+5uabb8aMGTMwc+ZMAMD48ePR0dGB3/72t/jjH/9o2PlutxtutzthuSAIe9UPoT/He3p7hzV9xAgIoygqd6GpWk991Z57tAVt60P7oXY8uTkAVDBK+tR2/8+l2PYFAGAKNCpadm4yygAigCByzKLsgkBbQakdv5FgwQES1bZAAQZoGoUk2ZS9IBi3LAoCiCBAlt0QmAIG676r3lBY5sbW1V3hWOPaNd+jYsLYpNtbfR0Ukkz2EgjJiIlglROug7ezDoS81WO/7W33GCvhfWsell8T+nKvTbWxW265BXPnzsWIESMwadIkTJkyBYDunZ04cWKf9+dyuXDIIYdg+fLl4WWUUixfvjy873g6OzsTDloU9UkOjDlj9vCegMfPMP0jDX7LJh0JABiGjLej5nrkvHG7svTZOxZlDYif7AUABKphyV7ToPpsJRb1s5JECYRZmwYsTOh3LEa1LerLAn470+zF5gUjggjClNiOcwAur4Cjr4nEoO4MZEbifkodMmuuF/jchXabwOHslaR8tZ02bRq2bt2KVatW4Z133gkvP/7448Oxs31lzpw5+Ne//oUnnngC69evx9VXX42Ojg5ceumlAICLL744ZjLYGWecgX/84x9YunQpqqqq8P777+Pmm2/GGWecERa0nNQ5/SuGs//L8F5bvkUt6h7ZwjIX8ofIENUOFDRvsKbd6IIEkksvSECtEnD6ZLNYFAgW5kwNPQBGZwkQJNk+kRa0R4hKJBvS9UpHh/X2hI0I/h/VT4QqYFY+dHSDTL8GAHjyYu0xqqTlRDSWOTmtCICSLTyPLIdjNWm5M5aWliYM+x922GH93t/555+PhoYG3HLLLairq8OECRPwzjvvhCeAbd26NcYDu2DBAhBCsGDBAmzfvh0DBw7EGWecgTvuuKPfNnASGdiq37Uty5fIdEEniAQTzinEF/euhmLJg0nsTV4UBRCmhxZYg1E7ChizcPg8mNA/elRXECQQpgLUBpFmUNmLSATwA0qXjUIWIU9slF1MsdZ73g0CGiBofghi7DlFMmRyt6YGIEseu83oNTnNzk5zZoRfpWjxU5RkO6S4CIfTR9Jy5i5fvhzLly/Hzp07E1ImJMv92hPXXnstrr32WsN1K1asiHkvSRIWLlyIhQsX9qstTs8wxnDsOl1M3LiMQrvA/DYJBLCo/JJdQgASsSrBe8QjKhASFHBWeSJjPcK6NSrS9HPtFeEh3SglK0oSCAuA2OCRjdRDiPLISvprrcvGYXIDjyyYxQ8d3ZEksipTIq4Cfh88nr7PteD0nv/7tBFfb+/CGxeV220Kh9MvUr4jLVq0CCeddBKWL1+OxsZG7N69O+aPs2cQf9+79o1abGkOmNwqAYnKWsAsS4BvEKPKNBCrPLIksX1AAbMytCAUmhglHIkgAEyFaEOuRhJ2yEZ7ZHWvp9ZlcylqRmNDC6AAcIZHVsdAtVpYXKM3yK3GXnUtYPY1Jn1kyLNBAt/V81LunMwm5TvjQw89hMcff7zb4gOczCfeg7O7eTde+cGF2YebWZxAQHT6Lb2SkxVizuAmzxRYV9GZJOoMYq1HltHE0AIqeQEo0Ei2ZXaE7Ql7PqNLjemv1S47h3OD3vMYj6wKZuF31T3OEqzJcLUa54y0dyJf7/C7dI8xFd3Q2KAetuZwOOkm5TtzIBDA4Ycfng5bOA6GxgnZclIPEYrJrcaWis1lIphlJUnjPbIqqGWxoSThyUEgAUs9stASQwsAPf6TMevLwoasiPHIunQ7NL+NXjuGBFccQcBBQhbGcQQZEiPLAmZfY1JDkbLx+eF3hd9r1DhFpFPZ1aliP1TjCvENu03hcPpNykJ25syZ+M9//pMOWzgOhgH4fqx+93v7EILX3Dfjn7XTTG5UiAktUDUVgAUiiulpv2JRwSyKkWUGMbJAwEIRrxdhAGBwhVBgpWc4hMFcLwiyCwCg2jj8TAzCUGBxPHNPGPtkHeapTWIOVZw9YP/jfhZMFjCJ9Q1+XPLSdjwt/gl/lPk9nJO5pHy19fl8ePjhh/HBBx/gwAMPhCzH3mwXL16cahMcB0AZC2efKt/J0DGamH8rJLGhBSNq27B9iAT4fIDHxJnMBgdGmArL4h5JYvotVYC1HtlgaIFA4pWsaq0dYXv0/wiJfAdE1gua0ICNKZpY+J8wXd6DAeLsGNnO/N5XzbETp09KaxjY91zpTmFHm+7tTnxo5nAyi5TvSOvWrcOECRMAAN99913MOpIBFVk4vYOxSMqeA2qAySPKAADPmtporLdrd66IgLsATNPMFdEG4gRQLczjmnh0jGiWemTDeWSFeFvs8ciGvg4iRoS14NGFrKbam2uUxKstEinG4rRroJrbAqktH27irFhOlqSfGMucgghAxkRs6DCGXwr/dZpvnsPpMynfkT766KN02MFxOIwBguX3lNgh9paSKQAFujq64M02ccKRYdYAFcSy3KCJ7TNBAxMkMMoMxKUJaCHlGNcWUSwV1BFCBREiQlZ06RXfnDr8zKgDHLNxswYrxrai5r/5UFsn2WSQMcnOaEExngTmVNSA8yenhRjZ8l9c5/qr3WZwOCmTFtdKc3MzHnnkEaxfvx4AMHbsWFx22WXIz7eqAhTHbCj00vbWEhtaIGevQaDtOPg72uGFidkSmJGQ1SybwGNUojb0FEE1QLQgVJfSUGWv+DWqLUI2bEZUQQwxGF5C7fTIGpwrw7atwLZhx4CpLLakrm1EVakLClunFURIlg2s4KfngAOdJbq7YyBpDT7BOKtEsREuamchEQ4nfaT8a1u1ahVGjRqF++67D01NTWhqasLixYsxatQorFmzJh02chwAYwyUlODDYx7Apooz8YcXNZz7qdku2lghC1l/HehsM7dZo2FOolrnXiMkwUXFSEjIWuN9JKH0W/HeX2JtPtswwdMg2iMreHSvPFPt9cjGhxYUtGwEAFDNKcPi0ULWRjO6gaouw+Xbv8k8sUU6G+02oZc44SGLw0mdlIXsDTfcgDPPPBNbtmzBSy+9hJdeeglVVVU4/fTTMXv27DSYyHEClAF1QxYBAKrLT8ahPzOc+5nZd8XYNFSh+EjF7EpOBl42Bg3WxYYaxMiKupKjFom2cEU1h4QWRNLIRr4D2ZMDQjXLxL0hBvHU703Q+46pDnN7AnCN0L3YHcJymy2JRQu4DZd3yb+02JLes60lMTVYmyai1WdvzHZfYYDpiRQ5HDNJi0d23rx5kKTIDUaSJNx4441YtWpVqrvnOAR7pEKsR9YtBBPft5vs8SCAYfotS4VsfIxsUMgq1nj5QsW7SHwcQ9AzzeITC5tNeLJXZJHsztazSdjo+DTyaQUk3SDNETlQScypVDhgfwhaAAMcNvKdzDfYnjPaUjv6Ql17omAt2yKgvbXBBmv6g97rdwwoxMEVw222hcPpPylfzvLy8rB169aE5TU1NcjNzU119xyHwBhQuMvqpNmxk72YS/fasI4Wk9s1+FkQ1aKqYsEZ3PF3dikoZLssypnKEidXAQBCIQ5WD+eH0tpGp9+SXBC1ACi1L2erUTzzvqo+YqApDvDMsdj0SnqkCAUsm7jYW5KcTw7L+tATflc+NL/JI0Zp5vUc6yv1cTjpJGUhe/755+Pyyy/Hc889h5qaGtTU1GDp0qWYOXMmLrggc5NFc2JhlNpQnz3WI6vk6BO8/JoVwiXOI0o0C2NDE8URDXlkA9a4H8Me17gYWSbo4oxa7QUNmiNKUZO9RBmS2g6mGQ9LW4JBaMEQTX/YUBUbK44lQSAAoRrCSaGdAkn2YOQwO3tgy4hfQgtkiM0Z9pDA4SQj5TvzPffcA0IILr74YqjB2cOyLOPqq6/G//3f/6VsIMcZUFDsLj4t/L4zayA8viZsaWzHiOIck1qNFbKSO1iS1HQxZ5w1gFlRopYxw/ZZ8JdKfRYNV4cKIsSHFoSFrNXBJsEsClH2SCKBQLugUjvSgekQkITJXluZ/sClKU4ILYiFEAICCmb5Q2n3OMua3lHQsRkdGJiwPMNS33I4GU/KQtblcuH+++/HXXfdhU2bNgEARo0aBa/Xm7JxHAcRFxP530l/wrBtK9DQ6jNRyMYKOikYWuDrNKs943aBYNYASzyyFABJdJZIuj1WVbEKl4RFvEdWF7ia5aEFuh3RlcYkgQBMAax4wOgDPlce3H5A8ztByCaey4RpCd+rc3GunbV1tYCBkHXeFL/uKa9j2L+KAofYbQmH0z/Sdmf2er0YP358unbHcRjhWexRbBt2DIa0fgfgGJNaFRB7E9ZjuVpbx5nUXoSEso1EL0hgNoxSMELA4oW0rEsPzW+RkA0+uAhirEiMZE+wxIwEiBAtZAFGFBA7haxBhouCHBFdfkDxOyG0wEAIMud5ZJPVok0aceAAWn0qjGaBOKxnu0G39KZnGbICDNp1NpvD4fSTft2Z58yZg9tuuw3Z2dmYM2dOt9suXry4X4ZxnIWRkAUAb2sVzBOyBNFT0l3Z+hCypJo9mSJRSEKgYJZMKgqFFsQtlYK9YZWXL1yiNja0gAkawEKeYQsnWYVOvyhXtSgQAArA7B79iT9XdBudEVrAkOCRBQWYw9IWJCHgLrDbhKSUZIswvBI5WHwb4eSHBQ6nN/TrTrR27VoowYv02rVrk27ntDrjnP7DqLGQFbqaTGw19vzJLVCxE8Ag8haA/c1tN/7UFTRQQQI0Laa6VLphlIEZzMFslxXkAQgE/Ka1HWNHaK5XnJAlEgOUUKyuxxJboomO2ZUFAoYAGOysIEgShAuRgkLWojCQ7km8BhOm2TBxc89jH9dufGu3ESnQhHaMrxiOJ+GE85TD6T/9ErIfffRR+PUTTzyBYcOGJdzwGGOoqalJzTqOY2CMQVbaocix8akdmzeY3XL4lZhdAgDYKk3BSJNbTczjysAEGUxRQEwUssF8SQn642vPVhwPoKVzN8pMbD1sRcgjK8X9rkVdyKoWD5uHvEbRHmJd0yqw1DMcDzMIQwmeH1R1QGiBQVYFv2cQBBtTlhmTecK6rOVrfItjDdZkhotzMzIl3y2H0z0pjy9VVFSgsTExQX1TUxMqKipS3T2nFwQsmEHOKEVOW2K+4HbfUBNbjY0/9Mj6ZC/C9jGxTSAxNhdAKDbU5KwBlOqhBfHi6BhxHAhV4dGMS3mmGxKKkY0ryxt6q/gsFmmhAYHoErWEAPCDEus9wxEMJlPJuo2qEzyyxHhaFxUGWG7KnobRyIm+IjOELIezp5CykGVJfrTt7e3weOy8wewdNHaqOOfZrfh8q7k1ySmjYERAfDHDYe51JrYaK+i8bv18UtinJrZpDLNIyJJQjGyc+siScyBQxbLhapakshcLZrrSAvZ4GxPsgR9MsEbc9xYi695Oq6qw9YzxNbqjyQFCO4Opyx1rvCJDhGzm+cA5HGP6Pb4UmuRFCMEtt9wSk25L0zR8+eWXmDBhQsoGcrrnq236dIP3NrbjiOHmVWhhVANI4nOP7DEz2UysX9ItuSGq7fDAZ2KberuJw8XB9FcmZw1gjIERg/ZlNwSqQrWqWlSosle8cAyGGqgWp5YKT0ghsR5QRqwsHZyMOI9ssM+Y6gCh2I2m8rcoyC6yu+8ylzZXieHyTEm/FfLV7yo6CI0lR8D8XDAcjjn0+yoWmuTFGMO3334LlyviFXG5XDjooIMwd+7c1C3kdMvDq/TJVj/sNHkSkEbBiAggNvn8d1IBjjCt0URBR5iKTmJFQYQ4gr8U1ReAmXWkKNPzyMabILk90KgCqljj7Qk5lUQhLv2WJAGMWj9sHoqRjesXJmjB89IuDEILXPpvhKpO8cgmYXMVUHGA3VYAyEzvYA1LDKkDkDEe2dCp+/Poi0FFDxSNQRYz8Zvg7O30W8iGJnxdeumluP/++5GXl5c2ozi9R6XAIDRhp1pkajtUDQRDC2JZLQ82VcjG3xIkTUN+p9leJIPKXkGPrGpybCgJCdk4ClkHmqgCapFHloU9srEiUZRdEKkCzeph87BHNnYxtbR0cCKEkQTdIoRCCxwhZA3O5RAOElzOsaT3dMIHZ5Xi6Cv6jyk02lG9oRL77D/RRns4nP6RcozsY489xkWsjYwhW/Gl51oskf9uajtUUwyFrFszL5xB90zG3uIEqkKTzfYaGNz8iZ7iqaXR3IFDxgBmkLZOoASEqdBUiwYuQ+m34kILiCsLAlVAAxaHFiRbEfTIJovVt4bYtkW37rNX/Wb67ntL8n7xmR6is2dDM1F9d8PZ319rtwkcTr9IWcjeddddePTRRxOWP/roo7j77rtT3T2nB8YJVQCAs8QvTG2HUhWMiJCk+pjlo5vaTGw1UVBqxAdFyjKxzWCKzXjPX3YLAEAUO81tO8lkr46c/UCYAs2qKlZhIRvr7SQuT3DSmbWRgKFKVAkaX9Bjt5PU67CE+HEDSdYnJXZ2mJnRo7ckf+hrUs3MAd1H9iBRmCmHQjSK5+9yQBw3h5MiKQvZf/7znxgzZkzC8rFjx+Khhx5KdfecHpAtSmbNgh5ZWd4Zs7yw9QwTWzWqE98FDeYKWQKSMOz6k7QDAFC/a4upbSNYojZeHOVneQGmAtSiGLZQHtk4j6zg8gQnnVkdWhA87rjDJ0RXsMyCFHSGGJSolT1eSEoHPK4ttpgUg0Ee2RCSf7elpnRPpsi/CB1JPdqZcSxDfgzG+PLCRZwMJ2UhW1dXh8GDBycsHzhwIHbs2JHq7jk9cJf8iCXtqDQYIxt30WspMDOnq9EFVgNMjkxjBh5R2adPphv8+U+mtp1sspdbzgKYAmaZkNXbkYRYj6zs8kLQAqCK1S5QAjAtoVogEYLZJOwSsgbnqOj2QlbawZwQImvwUBZeQ5zjjUuMhnc+3yIxrzaATNGxEPa02AjOXkvKQrasrAyff/55wvLPP/8cQ4YMSXX3nB6gAF7OyYbZ90ymKmBEBImLWaWdS01s1aBULFSAmT28nihORg44EADQfMC+5jZNVT3NWZwJLikLgALGUv7J9oqQ9iFS3GQvtxcCVa0XjowEJ8LFLRb1M9/stGjdE+eRlTwgTAVsE9cRunvs6bI2zHmPw7jUBBw1ia47Qr8mTXRCLDeH039Snu57xRVXYPbs2VAUBccddxwAYPny5bjxxhvx+9//PmUDOd3zvjcLtwwcAB8hGG9iO5SpYESAQIAplxVDlIDPHm6E4P0fE1s1mnGtAaYmwAoRK5ryvLloBRBwmZt8X6OaoUNHlN0AVDDTRXyQUGUvIT60QJ/spWrWCOoQDATEQCBkoxXNAKhfgTXnRTyJHk+X6AYlfkBzdkEYxUEeufgqWbJ3O5ROJ8QYJ+ew+mSTnJ3Tr92xpVnFL+w2gsNJAynfjf7whz/g8ssvx+9+9zuMHDkSI0eOxKxZs3Dddddh/vz5/d7vAw88gBEjRsDj8WDSpEn46quvut2+ubkZ11xzDQYPHgy3243Ro0fjrbfe6nf7mcKnXj1e9M5ik9NvaSoYBBABcHkFiC6rhEx89gDzQwuM/Fh5Xi8I1cAC5vq+maYBIIh3vAqyGwyKBd7oEMHJVXGTvSTJC8IU6ydXMQAG4w5eQZ9sSDvtqTSmE+eRlT3weQfDh/1ssicCi/o3caVzYyM9eRvCr7X2dhstSU5+l/HyDHHIJpwVl5UaF3jgcJxOyh5ZQgjuvvtu3HzzzVi/fj2ysrKw7777wu3uv3fkueeew5w5c/DQQw9h0qRJWLJkCU4++WT89NNPKClJ/LEFAgGceOKJKCkpwYsvvoihQ4eiuroaBQUFKRxZZvBqbk74tejbjezGSrQOOzbt7VBN0z2ygoU3P8NJCPYIWVnK0gWcyTEcjOrppBIsEF0AFFCrhGwotCCuIIIkugHWab23kQmGcZTb3GUQVED1JVEVZmMgBmXRBSPRbQ9JB8C7WWMHcZM6o2xTujoh5uTEf8B+MkWxJmEYaYh5/3WWs0cQOJxkpC2TeE5ODg499NC07Gvx4sW44oorcOmllwIAHnroIbz55pt49NFHcdNNNyVs/+ijj6KpqQlffPEFZFmvqjNixIi02JJJlH15M3Ia1uK7aYkxy6miUV9wslfcxVtZD8CcJ3l9uDG2PUY0pPG0TU7ccbokPe0UNdkTSVUVgCdBxLtdemiB+SI+SDhGNtY1LIpZABrArEoDFjaHwKj4pyLqAQVql505UePyyIouADYJa0Ni7ctpq0Z7bjkER3lk422JErKUwYkSK/5SGCZDBO4+wnYAZuYB53CsIS2K4NNPP8U///lPbN68GS+88AKGDh2Kp556ChUVFTjyyCP7tK9AIIDVq1fHhCUIgoATTjgBK1euNPzMa6+9hilTpuCaa67Bq6++ioEDB2L69OmYN28eRNH4huv3++H3R8q6tra2AgAopaBmqxWTyGnQywb3xv7QNr091mZ1N1xEhB9K+DNiYDuYutPU/mIk1saBjQHsLpTM/Y6IALDYdmXBDcJUMI312HZf+zbms5qq38PjjlsUCBhRAGLysQcJ3YsZYu2QRBcYFDBGrP2dMAICGvP7pJQiyyOAtuoV18yyR6MMv1q6DTceMQBHlnvj1uqp0mLaFkQU7v4RuwvHOOZaEmNH+1NA7gIQg2tdKuduKsQXtGBR4lulqmP6MZqcxg4YZZVmSe4hdvVtMghjaCwaG35/65Mq6ERn2NZXnNa3exJ29W1f2ktZyC5btgwzZszAhRdeiDVr1oTFYUtLC+68884+x6k2NjZC0zQMGjQoZvmgQYPw448/Gn5m8+bN+PDDD3HhhRfirbfewsaNG/G73/0OiqJg4cKFhp+56667sGjRooTl1dXV8Hrjb1aZRdXmzb3ODVhdXd2r7WiLnkdWUoGqKr0IgyaXQNSawu/TDwEYjdm/QBVQQTaxTR2G2HZZcwMIKwULqL1uu7d9G42vYTsYCqFoSkI7DAoYJNOPHdBDSQCgettWCJ7IZaKjdRfAFFAqWGJHxCAAQux3Ul1dDQUKRAA7d+5Ee5U5E/G2dQBuUPz5810YSusNtmAxdmkUGLDre7TmllvbR0YwACTWvhemqjj1ZyDg60pqX3/O3VTo6IiNg/X5Ik6G2tpaNHU6rwpZ/pYm7CxLXN7c3Nrt92513ybDi2HYcODvwu/HbAc22H2+pohT+nZPxOq+7ezsffGhlIXs7bffjoceeggXX3wxli6NpGI64ogjcPvtt6e6+15BKUVJSQkefvhhiKKIQw45BNu3b8df/vKXpEJ2/vz5mDNnTvh9a2srysrKUF5ejhwnxmMlY23k5fiK4ShVVdxbMUL3KnYDpRTV1dUoLy9PmJluRFPtaviIAHeWBxUVFQCAbaQRWtZ4VFQUp3IESdmJdSACCbcHAGuKvgAVpJhl6aYB34CQ2HZbm3PR8FEtiOjqse2+9m00u1gbGokAWZYT2mkkH4ERc489RB0RQQGMqKiAGCVkm5uyUU22ALDGjhAN5L8goKio2Cemf+vWZ0EFkO/NwTCT7Kn/aSt+8lyMhcolqKiYGbOuEZVgQExfMMZQSzQwQUJFhYHSsZAGshpArH3yZv0hxS0nnsupnLup0P7Td2iOeu/xeqAEFwwbUorcQc7LYLBTNL59Dsg1vkbY1bfJ2EKGJyyz8jedTpzWt3sStl0T+jDJM2Uh+9NPP2Hq1KkJy/Pz89Hc3Nzn/RUXF0MURdTXx3o+6uvrUVpaaviZwYMHQ5blmDCC/fffH3V1dQgEAnAZpExyu92GE9IEQcjoH0KdJEEgAHp5DL0+XkbBiAhBjErJFPgJHn87BOHU/hvcLXr6rWj7WrwaPJps8neke7Oj2xBdwcletPfnR3/OJRaKAxVIwmcZUcCI2ceuE4r/E0Qxpj3Z5dFDHCBZ+ztheoxsdJuCIABu/bdNFcU0e4ROvQLSIvkJfCf8Nm5t4jkKAGtHqciHDEJIQhEHKyFMH6aPtu/iRhG1AHxd+ybtM6uvg0JcAp3oPhMMfgtOYMfwsTAqrFhevQzC1OTXRKfcY4zOSifYlQpO6ds9EcuvCX1oK2WrSktLsXHjxoTln332GUaOHNnn/blcLhxyyCFYvnx5eBmlFMuXL8eUKVMMP3PEEUdg48aNMTEVGzZswODBgw1F7J5GXkf8jN/0TzZgGgUTxFhHL1EgmDr5KDGPbJO7C1SQTZ5QQRJmcoiSWy8Ra3JBAqYln+3eLqqgxIKJbgAi6bdib3eiFIyRtWrSWRjjrAXEpU/uVP3mZfcvRGv3GxiciyrRv0fL05QlkChXnvafCwDw+/t+fTaP+GtYBEqdkgEiFiVJZh5J67DYEg5n7yblu/IVV1yB66+/Hl9++SUIIaitrcUzzzyDuXPn4uqrr+7XPufMmYN//etfeOKJJ7B+/XpcffXV6OjoCGcxuPjii2Mmg1199dVoamrC9ddfjw0bNuDNN9/EnXfeiWuuuSbVw3M8p2/0499/1TB6W9SNwIy7Z/BmQqKeknJoAARy+tsKQYKznqIo8QNUkMGiJuqZ0HDCElmWQaCAMZOFpBbyyCauUkUFEKSEiTGmEudNFGUZIHqsrrUQGKa08ujz2bWAeUJWVroRssyo+hygCbqrjtlc3cuo9TY4cA5AwmSvSKe21lptTGo0CFY/5PWX2D5XJJ7BgJOZpHw3uummm0ApxfHHH4/Ozk5MnToVbrcbc+fOxaxZs/q1z/PPPx8NDQ245ZZbUFdXhwkTJuCdd94JTwDbunVrjNu5rKwM7777Lm644QYceOCBGDp0KK6//nrMmzcv1cNzPIdWUQAibn9Kw3nz9a+zU/EhK91lB4MaIjqPLCEKmKnpWwhYnGe0uFFBY4kA2rALYplJcXMGwkTPQmV++qvQJCujyXrFmg8dsv5MkSQ8L42GGJshS1I4xMFaBEPPp+jOgso0aKp5XjtRacXfCvJxVlsnGKUxD3MAjD2yogZoANWs913HkjiqcdbYAcCX9ljTG8afWYDq1ZH321dqKDvEPnv6St33eRhotxG9IH6E49Mj/4yjbbKFw0mFtBRE+OMf/4g//OEP2LhxI9rb23HAAQekPGHq2muvxbXXXmu4bsWKFQnLpkyZgv/+978ptZmJuDojSmNMDUO2j2H34O+QNeSItLbDaKKnsM01CTArcoMxGCnKrYPd8GqAAmKiQEi8+RNCAKaAIcu0VoFg+i29wcSVgu51pCqDKJkdd0li/gubQAgYUcFMCnFgjOGMZ7bihikDcPyoqGsIIyAkcaRBlLNBqAoaMAhWTBMBtQkPF+bj4cJ8/KGmCeOHDYAcDrkw/h7GBjqwGwANaECWuVKWMZY0DpfEJLLSGV7ixlZTLeoPoXxvGoqGu7B1TeR4/HDm5FtGjT3bo+rtKJXcd1oFwSg1M4eTcaQcWtDV1YXOzk64XC4ccMABGDRoEP7973/jvffeS4d9nB4Y9UNEUNz6tIZ5L1I0/vTX9DcUrMsuiIk3TGpCKANjGhgISJxHVg2+D/jNTMdjPFxMoIKYXFmL0FAlgkQD/MHJjNSK4Wqmpz4zFEhCACAiGE2/HU9UNgMA7lu5K26NcUEESfRAoKqpfdIclS304q/Pwu1L34/bwsAuoj90MBNjd4Eo4f/2DuP1BieyK8d58wZYaKSHGD9AORFVMY4x/u6Ayyy2pH+szcoMwc3h9ETKQvass87Ck08+CQBobm7GpEmTcO+99+Kss87CP/7xj5QN5PQdMdCc9n1KXXote8FgGFVh6b9Zh+JA41sryNWFu7mVnBI9sgCQ1alADpgcWhCsgWukH5mgr7Nk7gtjMI6wBBjRvZ+amn7x+N73O7DFMx0LpSdilhMIhrHfAeqGqHVBVcz7XprjqnQtc0fnnzZWXG1EFwlmeooBoGqXD1s803Fd6z2G6/Uo87jRBcHqsJCeCVuYAQI2gvH53+UdZLjcaST66jmczCRlIbtmzRocddRRAIAXX3wRgwYNQnV1NZ588kn89a8meAY5PaKYkO7H29gGABD8gYR1Pl/vExf3GkoBCAk3ti2K3tbPDUaJ6dMDS+KRbfOqCMjmigCmhIKRjTyhQSFrsjgCAMIISJJJZTQ4kckMQb3MeycA4FLp3dgVTICR5zPHkwW/pxh+OiT9xgTpYgqufEvD+CpqlDcBRoKmkejD4TRg7lNHrm87AOAMMVlYVaJ9ohMnI8V/tRkgaAnp5mE6Q8rUxiMEesjQweE4kJSFbGdnJ3JzcwEA7733Hs455xwIgoDJkyfzKhsWUDUk8YK5M0lZ3lRoLc4HALCivIR1jfW9T1zce5ihW7LJowvqnR3bTGgzSJIHAeYaDJ/X3AT3Wmi43uCXSUV9HfVb4JJlxkP5AMBCQtYEj2y2nCTWkyWmRAOAXLcepxiAeV4wuT2A479huHkpxYEVwzGzF8n5leBhaCY/dGjRgmn1Y6CNP/f4GWL5RL3eEJe1wLI0c/1HlLq5v2WokD3gNbNygnM45pGykN1nn33wyiuvoKamBu+++y5OOukkAHrJyLy8RNHDSS8VtYk3/sfyc9PfUGiuV9QZExr+V9vT75ENTy6LO7x8WgQAyFNMOMYwxl42Vd7XxDaD0NBkr8SfJhOCNa9NjrsMkcwji7BHNv036yfbD8ODBfnYKsULGWOPrCx7kbv7K0i0Oe22hHB1RFK9Hf4DxQ/Rl01mfK4MyNUfJrWAmWniAKZEvILjqv6N4R9f3+NnAtSBHtkwwZCirAE225Ea4UmbDoaHFnD2FFIWsrfccgvmzp2LESNGYNKkSeGiBe+99x4mTpyYsoGcvnPQZhMuUOFKT5FThgWH1rT2LqNPpNheKGtB7LG4mC5gXap5HhtmUBABACTlC9PaDLcd6mej0ILgIVO/BaEF1FigAQAVgyEOJphxqecF/KMwH6eVDcFDX+5Ea9j7bGyPLLohK7sMJzWlC8kXOdDZr1I8cn+0R5yAGHmu9XxtUE32yFLVDxURiS+zeOGc2G8UBN7OemR3OClBq25j/rBNAIAB+46y05hekvw6q9lfCaP/ZKg3mbP3krKQnTZtGrZu3YpVq1bhnXfeCS8//vjjcd9996W6e04PMBB8eMwDaBwwDs15I1Ez9BhM+9yEi2jw4hadQ5OJzQAA1YQYWb1Ua2Ksqhas1BaOJU13uywU0pAojCq2bAVh5g7rh/PIGghZFg4tsMLbk1zIMhNjdVd7IjOp/17zK3zx0t9CjcLIIyvKLuR3aBBNdFILRuca615gk2CIhJmFGgCABrowsWI4zh46GN+4XfCTnr8TjyQgv2UTRNXMCZN9Re9DV5YepjR8eCZMmEr+8MSo84VsfI5uAJhVUozuBDqH40TS4tYqLS1FaWlpzLLDDjssHbvm9MB3+/8CALBufKSK2nErVhjVQEqNcGhBlJDN3wA0DUa7rzndrYFRCkYShWytHxgOoKXNHIEQCpcwKodaXcbAiAimURAx5WdA4/aDlb2M0l4xSdDrW1ky2QsgSbxKVKaAAlCfAsCT1nY/94wG0BR+P1d+Ad9hNggTDL3kouzW028J5nnoBUWDKrpBGIVIFezKA/J87RCy8pFU8Ic8sqamiQMCvk0AAapcMi4aUooSVcX9MVsk2leSI2FD8f7Q5MJuc9BaSiiNbNAWR9jUE93oPZYBHllP4rxdrMj24reMghiENnE4TsX5EfWcbmkY9JuEZX5XXtq/2NB1WZAiF7hhxV7UNQEezYz0W8Ye2c5gWiPFpNngupA1Fk2BrFyA6TPRxSyTLvRBTw4x8sjKoeFqgztQukkS+wkATIwWsuklW2N4/i4Vr0wmGH/scMxvbMKBAAgkMKOCCKKEDWUqZBOFLFGBT45arL+mCvJavsF+Xa3I6kbICrIEDYBqskdWUXZFipIwhuZ4AZJEbGlyob6aAsQJIbPh9MkZIGCDdOe3pBngkT15LcN3Y2OX3fNvFfRvFCY9p3M4psBP10wmyVO/KqbXSwZEdJ0QVVFK8upVrqgv/cJKH5pLvKmpsn7Xlky6T9CQJ9iQfQAAXU3mCUktGFqQUAYVAJF1xaFaMdmLhf9JRDIvxKF4sx5vffZ/Gc7+gmJJri64QNyQkZgdQxYFUKKCmSpk88OvmSCjpfAX8Le3hNYaxhQSVzDfsclCtknIw+lfUpy0muL5/9Nw3mcGP4xutGF7o1MmJYX6MHOErMGzbhhmRdGSVDE4b0taCzI6RFbRGGgmHwCnX3Ahm8GwJIk8kw0Jp9RWyGMSlYNSzsrW/282IUaW0WBlr9jlZ4wrAWEaKtpMyF2LyO2UGd1P5U8BAEL6Azci7YdjkQ0MkN0gVIXWacLkujgIMxZoACKTzkwIcVCi+nb6xxRPLNagaRSMeMLpx6IRBUAVNT3kw6QbmKBlJyxrawlNlErikXXrD1xmT/ZStQAu/pBi5nv6b/7YNQD1Rwv+br5HAIE2ZwhZZvAqk8mE0AKjvv5iyh1R8d+Zx6+f24a//je+KiBnTydtJWpDVFdXY8mSJbxErQXYIWTFqBy1Yp7uqSqoak57e5RSgCRGqu47MBcCVeFtMSetkd6niQIaAAJiMO2UiZOtaDceWcHlhUAV0F3NprUfgrAks/EBsKBXXjPBM6wYuLk6uzrAiNswtEAgBF3BLAqm3X9ZbLEFWWlHQdVrwXfGQlZy6blaO1rzE9alE1djS8x7gQG7dlT1+vOyyyGCK5yuI3M8snuK6I4nEyaqdcfyTR12m8CxGF6iNpNJcueuK52c9qbC+iJKYHWIuqdqS+mZaW8vlH4rXlB6pVyA+lE/rCj9bSIU20YMPbKbPPoDW1uDeUI2dBMRDKov0ZwcCFQNZ24wl25iZF0uEKZBMSGkRAwk3kS7ar+BJnpQ2Jik6hDRBTWl5ggLwmJDdSgRoTWFCg8Yp2ojHj3spqPD3Nn3WlR56Ob8UQDJgZhw7ibvF7ax96LXCkhUaEErXrbRkp7p7mzz1H5rmR39Jdkjg2ZJDWxzOEaoxGA02m0Gx2J4idoMhiVJul1VcZoJjQX/jxKyObl6VSWQxKHXVKFBz2h8vKoou0FYACI1pzpRsmwJALBfw2AAwNZ15sU9hockDVzCgisHAlVMH64Otpb0QYm49EwBZkw6kwMUuwrHwOcuRM3QY9CWPRT+mo+hSh7sGp5j+JnBmnmVxgBAoL6YvtCkLKysLwi+Mxb8Lnc2XP7dyJK3m2JTCKroIxMMwJqJc7Bhv8vQ4m+K2sJYrhy47kH981leU+0L8e3Kt7HhpVv79Jl6r5PSg/WNxrXr7TahRwKy8XU7M8IijHnc9We85F5otxkci0l5hgQvUWsfzIRsAckb02/W0aEFLpcHQAfyWjYDKElrcxrTgoIyrk685IZbCSDHpNg+Cl1AG5HbvgsdBUBe51YAPZcp7Q+hSSJG6b1csheEBqAp6b3RtPg0XPjiNtx+fAkmDM4KGiKAJIkFZi4PBC0AzYQQC9EPfHPQrJhlubv/Ciq6Qd3G34ss+OBnwZAPb/qn4DPIEKgfVIyIvoE0VKrYWMi65SwILVXwUXNDC4ii4ItJi8L5jdtzhkLc/WXcVgalfdtrAJgT52zEBdtvBwCsrD4DUm4xsoriSj2Hg/Aji0ox0BLbzGCrz2Ni0eT08NN+Fxoupybl6LaKEjRzn+xeBi9Rm8nYkNCcRQ15i7KeCqs1f2Ta2wkN8cen4xFkGR3ZQ1BXenTa2wQApqoAiOEvozVHj70q2rbalLaBiDdENIiRlUQvCPMj3c8vty37Als806F+/OeopWJyj6w7Sw9xMCEFmqQl3v6FxmbdIrfx5coj6CEftMusbBIyCIvtdIHo3mGSpHSuR8qCSANg1OT5tIoKX1Yxurx6v2mCDLEperKLsfh/8Je6zYoVqdyimPL1tThk+QUJy8Pz0aLMHejlc5HtgCWJjedwnAovUZvBMM3Cm1Aw/lAQI078Qq+JaYiTiSjBnJCCEBpVwQgxvP0fULgBAMBMyJ8aIhwjKyZ6Fl2SF4QFQGl6J8QcJawDAPxGip6gKSb1yAqubPg9hWhrT39ICaGJ4QNSS/DG6jI+33YHRaV5k/BcICwAb6EId45+yezIOg8AkpbG9cheNHtVKO70p8KLQY2L3xXdULX4iZCJHtmfh4SErPkZMOIRuslbRaJuSXLUw5ymOHBi1R6a5sms7B8cjlnwErUZTCfp5iaZ7otRaFKxwZB3lu/H9LYFfcKBYayqyQnTmRqMzTWYPb2sYBIELYC2Q817QAsXnjCY7CVLOWBQoKXZEfpH+T8Ghhh7GgFAFoPhB2ZMCiGJQpYG9gMAiG7jh5iWYEZ/zawHDKJ7ZH8xvQiTLh4AAHD7NoVWGnqwPHI2NCEAxkyuOWOQr1SLyUxn/HvxS/p3p/jNSWOXbnZvzbR42cwVg2bFmltFdw9KnD2TtIzdlJaWYuLEiTHlSw877DCMGTMmHbvnJKGxI4Cc1u8BGjubu7BpPSRfmqOEwpO9Ym/MLt9mELU5vW0BoFQFIJitW43bNYjNBYANOZ0QqIK6wG7T2mfhyl6JP01ZygZDAJSmNw70PfoLfOjNQgBA1e4AGjtUvdxTEq+4KGYhp3UDJNqWVjt0Er28Lbmn6+1mGWdrUIMPHaoJWRQAgAU9soQQEIFADlRDVHXvr7HvHnDLXihCAAzmls0iBqELmj9e8BtUqQsKWXQ4JOemYfqtKLs7HCi4u9VLmZRGLBZqYp5sDscMeB7ZDCbfrZdT9ZAdMcvbc4bB9fUtprRJ4oa8CRSIJtTVoJo+xG91XkmmqcHh4sR289sqIGh+ZGm5prVPDSbVhZDkLDAoIGn28r1XQnD9oIE4pGI4Hn9rBa57eQMYBCDJDc0legHmA9XS/70zkgVBi80DSSW9v6WsLMPPKIIu/gNmVTwjupANIaIt7DlmSfPIZkERFVBibiiMoCZ+B0yJ9l4SJGZjBh5srAehGlRmcuhDkIXFRRhfMRzHlg3FbQMKIfqaYtaHQjSS/tq3m5v9Id10dp5qtwn9hmRCVbI4VMpw/UoJ37hd2GXgBODs2fA8shmMnu9PBInzHiquXKjNm9PbWFBgxQ9553QocHelP69ppNiDwa2NmRfXR6kW9MgmrstDEQSmgJkg4CIG6MctSokCiEguMBIASz3ZSAzv5taHX19XcDceLbgWYGLSggh5oGDwpz1WFwAIRBCmYOThORhzYuxkUVe2caqoojz9+zAjry0AMCKBIBJ/y4QuMCGUjcBYKAqyG4oYACPm5vw1fKjpRTzpw/7zQJgK1aLY05dydeHfoQl4yZuD1h/ej93AaLZXVHhUTZ0TJw5nnuDrDZnokX3tR3106KIhpfjNYKfni+CkG55HNoNhTAMgGA6DUzXNla9C2XHiPIUCVUDF9N+sNVUFiGAoKD3qe5ADLYkr0kDYI2vwy3DL2QBToZnosQiFFkhyopAVZA9AlLQL2fwoYX5taQkuHTwIDAJUwXjyVD71BYWsCcPmQQFddrAXg/aL9RbKOcaecNklBQs0mHUDFhEdL6y5NWhSLtDShKSFI0QXsuEHFWRTJ88IauJ30BiX1sKo9Q2sXE/ZZbH37YnFGv70jIaWgHG7SQIL0NphTb5bDpCJhb06FIoxZCsAYIvL3FEQjvNIWcjyPLL2obJgLKNRZSHiTm9jwVJX8bGbOwoVdCaZhJMSQc9kfPotABCIH5qY5uOLbpcIICTxp7FvcT4IU9BBzSuBGApLFQ2ErChKYMQPhvT2t9dH8fxdKn6xgeK2J1VM/0iDQEUQYjxU31YwHpT4QZH+BxgCCYCxgM7KNRayotsNUfVBNS1rQWyYhSp3wu/Kw/ZV7yJZZS8QAgh+gAgwM788CT5MSFE5dnOVqPODwdBjrEIEYZplouWSDzQ8/Wf9+xldCyQLIrA6Jj4l9kyHLECtyS2cTkSm4R33TXabwbEJnkc2g6GU6rGMBJh6zUBMvSaSQFxLe2quUGhB7CnjYiqQZmEFAFqoapnRGSoEQAWXKZ4uTQm2ayBOJgwpAqBCNqmqGBBJfWPkkfXIAigJpD3uctxPupq5cRnFftuBs//LIDLRcMIZoHuGNeKHkmbPcHDvMSENTcLa8Ou8bON0X4IrC6Lmh+Y3zyMbbdPuoQKYIGN7cyeMZWLwU0T/DZqZOoowXci6cyOe2ZwYQW9s32FD80GYmmw+X9o57WsGV1RbgYTh60Qrm8qLzTUqjfxiujkls+2AmVTq2UyObHktdgFPIbZXkdY8socddhjPI2shlFGAiCAC02dUR7kz2tI8AYsl8chKUAHBhBhZLXmpVlnw6Z4uMzxwwdxWzMAzlMP8UKVseJiJNy0aErKJfeqRBLRLatqF7JEbE91yIhXBRGP3mOTShSzpLv1bv5FisiWo2REvbI7H2AsveL2Q1C6ofpPciyQ2FVnZUD0bi7tVAiACxLhdv6B/l1rARLdn0CM7dHyoIhuFpzXKc02MY3gPL88DYaopcc7doUhZ0AQZa4StsSsMSmD7HR/rGOk71x5UvIGZkVbPZLK0dgDAE/eqOOdziv3eOsdmizhWktY8stGZCngeWfPRU0XFxpEy5SMAwMOewvQ2FnzCJXFZBBhRzZnQ0k1oAYju6Q+0pjkOGHq2BL3dxJ+Gkj8CinswulwVaW83RGgYWjQUsgSKqICluShEi8GpwgQJSBJaILs8kEkXqOBOq1ecMqZP9ooShsrQnmMjJTnkkTVLMMbGyA4aogssuq1FD+1JMjlGC4ZIaF3mFdAgQa/4oDEeHH1tCTy+JsiBIgi+YEq+JF+PJMkIuAeihRxqmm1GfHrkPVgz8QaUbmyNW2MwAlKwnzVG9Zeoc19yZVJMRPdkoEM2TFYA+J9PKOSunXabwrGQtIwNejwefPjhh3jggQcAAGPHjsVll12G/Hxz64zv7aiaAkbkmMeR4sZO7BoMFG9N87CvwaRiAJBIOzSS/iFmLZT13+D+4G3tQEsuoNXvAkoSE+inQtgbYdCu5PbC1fkVmFwKoCSt7UYM0P8TpEQhKwoE+SwAJshglCU8VPSXA7+LvN42ZCoai8dDFT2oddUYbi+5swCie8WpCohp0tW6Ez5WGE7cdxR2/th9lgqX5IHCfNDU9J4LIRgRY7yaxfnF2KJuQ5aSA3+WBJAk+XZVBRABraUDGGScOix14ySAUYSeu3xZxdg6/CSU7doOaWgekk1GoxYnjadEghY8Udpyy5HXGTuaEhrxiR6BGZbvwiY4mYit6fotOgIzg7o5HBNI2SO7atUqjBo1Cvfddx+amprQ1NSExYsXY9SoUVizZk06bOQkQ9X0m2zUTam29HgAwO7CEWluLBhaEOchrXEDVHClPSaJhtwCBveHmlJ9iJlKJuQxDc3iNrgxuWUJhLVAoOZ52MJpzkTjhwMm6F7odA5XbxzB8OExD6Cq/BRsGH0+mooOgCplIb/DuJqSW5YAQV+XzvhPPYdurPdz1JCey+C6JA8AP3yqWSEfQoxYdUsCNCkLOweerBc8SCJkOwYEK461m1eVikECYUrC73J3YwOA5HlZ8+U0j9j0wDfjr8KnR94Tfj+44/uY9YQZ/96z2zMrf+yeAMvEtAUZXICCkzopK4EbbrgBZ555JrZs2YKXXnoJL730EqqqqnD66adj9uzZaTCRkwymBcCIgJhR8GDlLULS7AFK4pHN1w6HKntB052MPjhz1sjTwWT9GAO+9Ff7YaGKTQbXRVmAnsfVxNyg4RK1knFqK7egx4JpnembzOdz63HtVRVnhJf5PUUoHT/J2AaRQBP171tT0nfT058hpJiJVS6550uUR5CgSFnGgc1pQUS0V5MQAkFrgqerGoxISFbKlwU91ZrPxFngTAaJmmUuD9TLRbfv0qvPJSvY4JZM8hAnYXfR/jHvu2AcnhNfKU3s/NA0m3qDq20r3M0bjVfGnW8HnGlNcQmzyUwhy9mbSYtHdt68eZCkiAdJkiTceOONWLVqVaq753QDU3QhKyqRG1legf6VDug0J74sXuDlMj3Wzd+e3ryuNOgZNYqRDRBd5Cm+9Hu6aHCiETMQ0IQQBLwnIOAyKawAiOTrTTJUKUpBj2xXeoQsYwzthTMM1+XlDDW2QSCQBD0FWVo9sjTokY2bPPVubh3eyqk3/hCALNGFQY2bISrmeMoZSbTJo/wEVwAAEcGEJH0QFLLUtGwKeowsYZHj9gzUrwW+6Phxo+xgsgfDtq1AVmfyfk0X/s74eFhATRCyoRM/9rxvyE5zYZc+MvrdC7DvB5f0atuiIeaEtlgNsyqVRZpp4hW99lpS/ubz8vKwdevWhOU1NTXh/LL94YEHHsCIESPg8XgwadIkfPXVV7363NKlS0EIwdlnn93vtjMFpqlgRARzRbx3hOlf6aCuyWluzFhYZbW8DQCof/el9DYXjpFNbHe3Xx9ubmlIa5Mx7RpN9orZzqz0LqHsEEmci2IwtICmySPLVD8KGt8ybsuVvA9EUY9b1dJYhEDT9LzIJE40HjWlApedPjr5B7NKIGp+ULM85SQ2JRgAFDT50FKwDxgRQUXjc0F0CQCjUEzLbxsJLQjhKSwAACgd3Yt6jTJQQUKXd5CpBRsAwNe2O2FZY5LMG0Lcif/DGAcPGcd1m2hCqJMdsAwsUQsAH5BsfHjMA/h5FM9YsLeR8i/v/PPPx+WXX47nnnsONTU1qKmpwdKlSzFz5kxccMEF/drnc889hzlz5mDhwoVYs2YNDjroIJx88snYubP7mYhbtmzB3Llzw5XG9nQYpWBEAJMjQtbXrP8vsTRXwjF2mMAHvW1/V3rLxrLgGDsxSAHlD4pMNd3hDAhmgkA3HlHlY30705wWoewQxmt3ufQJlOmaCa+pCkTNeCixdP/kQ6Vhz3AaQxw0TTEcqj91dC72K05eAEN2ZeHnIQFoBhPk0oEeBxt7c981bAgAQJVzkKzAmeDyQtQCCJhUOldHAmERoZwzSB8tUMODFcYFG4q8ImqHHAkA6NhlrgeOGTyVlW+OjQEPaen452XK7KnSJK1/CeNePKJX23q6nD0lra/QDAwtYARY3q5fG2vKjsfaJl4Jbm8iZSF7zz334JxzzsHFF1+MESNGYMSIEfjNb36DadOm4e677+7XPhcvXowrrrgCl156KQ444AA89NBD8Hq9ePTRR5N+RtM0XHjhhVi0aBFGjhzZ38PJKKimJsTIFo01t7Z7fIxsw+igsCodnt52ghdTYnCKdsi6iAr40+85COWvTeaRHVb7AwDzktwT2r1HVpDSm9KJUgqC2HjJI68ciMmXDoDsSX55aJF1Yal1pu9hQqMBAHpe5L4gyh5oUgCMSOGQlLRCBLA4LzEpXR5+zcQkhSNcXoia35QHrgixldCKigZAVLsgNUf3Q2KfRHs+zU6AHx/3CgBastzTcSe+oo43w6Qe8f7wbMr7UNvMm+RnKhlYTEADRXRK5C1bzrLPGI7lpJw3yeVy4f7778ddd92FTZv0J9NRo0bB6+3fE1EgEMDq1asxf/788DJBEHDCCSdg5cqVST936623oqSkBJdffjk+/fTTHtvx+/3w+yNxZK2tehwXpTRjnki1YGgBIZGn6JLRbjR9r3uAujuO0Lq+HitjLGYo8gA/sBVAoH5IWvuNRqXBit9vl6CLqNbm8rR/V5oa8cga7bugWUF1OaB2BiC5jW/G/e1b3QCiP14KzPDzI/GT3t8dgbQceyDgAxU8kFgtVKJ7GYnIIGcZH38IJlEQAEqnP23fgar4w/GofTl3ieQCC2ZRUAMaJHeai4EQfbJXtE2PdJ2Ii5ieNYRKxt+16MqGqPmhBFQTryl6+EJo/1myC5qUhd3SScFlBGDdn4ttG3chu1j35KZ07gLIavoe+ds/Rt3434WXMQMhXTXiNAyNbiMophmL/e5z2bDIJhZel4ezWgDAqznZaBUEHNTdbwHGtvm2NcK735Dw+1T71iqI0ul4G+P5xF0HGvWz73Kl9360N2PXeduX9lISsoqi4JRTTsFDDz2EfffdF+PHp/703NjYCE3TMGhQbFWXQYMG4ccffzT8zGeffYZHHnkElZWVvW7nrrvuwqJFixKWV1dX91uEW01ry26ACPAHfKiqqgIABAIAoMcmh5Z1R3V1da/aYhQAoQn7zHLrM3qz6Leoqhpo8Mn+0d6qz87v8vkS2vQHPYgutglVVW1paxMAWpqb9Hb9fsP+27m/LrBrfq6CNLB773dv+zYGVQAkDVuqtxiu3uEaCDCKxp270FGVumDraN8JCFkA86NoQheI2LvzhooEkhbArromdFWlJ6xkV1sDBCJBY1qfzl1FUUGlAMCALZu3QvSk16PEiAAWZ9OEoYNAGjUwUYRKjM+VQAAQNT+6OozXp8k4gLC4/cf9/hPW6wzfuhJbh5+Emp986BoUu75f5y6As9ZeBQBYmXNqeJm/fTeA2BEbJojY8dMq+FwDAAA+/cKF5ubmGFsDWiTswbQ+NODA4P8LBur23W7QNtWYnpkN0f0bmReys3YrmCuxaEt/+zb9GM9hKax6HVX5QwzXORX3tlbMfYniw2Miy6w8X/YGrD5vOzt7n5UoJSEryzLWrVuXyi5Spq2tDTNmzMC//vUvFBf3vjb3/PnzMWfOnPD71tZWlJWVoby8HDk5mTH7tK02B61EQJY3CxUV+ixgxU+xE7oYCy0zglKK6upqlJeXQ+jFbM+dRABhLGGfT647HBUAAv5s7NtNe32ls2oVfACyc7MT2iz5fhPk+nYMq/kWQytmpq1NAPD9rLfrNWgXAKryNchdwKD8AcirMD7f+tq30XRQDQEaSPrdbdowBNlqJzyyt9vvt7fU7VTx84BRENGCsUeU9fpzP650IUvzI9vlxYg0fe9iPUUDaYckkj6du5QxfPWZinIfMLRkMLIGJI+n7Q87sBUkzqbLhzP897tdAACPRzK0d2fLDyDMD0LktHxXRuzG9wBozP7Xix8iVzsQI0oHohGbAWZ8LdjZ9ToAQJZdqKgoBZDauQsAWKv/F93e1p3GMcKDBg2CUKCfc7u//i9UAAUFA2I+O3FnLdCYuE/TCR7H7U+oKG4Fch9NbLtBCI38Ra6L20LGAvDk+FAaZXPKfZtmom2NpsOXeJ13Og1LYx+m2woOxriKNIe77aXYdd62t7f3etuUQwsuuugiPPLII/i///u/VHcFACguLoYoiqivj00LU19fj9LS0oTtN23ahC1btuCMMyI5MEMuaUmS8NNPP2HUqFEJn3O73XC7E294giA44iLTGyjVhzajbZajSiX25jh6fbwMAKEJ29Z6hqECQBNOSGu/hXIZEpJo3y/HFGPz1hx0ZZWk/7sKeoAEUTLcd0FLAB0ugK37AcL+x3S7q970bWeAYleXhrL8UK4mGYSpST8nurOgyjnYviMH+6Th2NVgqh2KrD71JXF5IGo+KH4xbd8BDWUtEPp27goAPEQXS8ynQBDSmyOVEQGExNoUHb3QOCLH0F63lAswPzTNa+I1hYCw2N9lQKsBcCDU3UGhQphh+75sPYyGNbdCEGI9cKleB6M/S5lx1obc6nfRVfTb8HEAgCiSmM+WlQ9AzerEfZpNtSThw+wsTNYjDKAZtp14rSVaAEzUR2oYjPvQ6feY1h86MMjB9hlD0J49OPxOlcz8ze2dWH3e9qWtlIWsqqp49NFH8cEHH+CQQw5BdnZsJZ7Fixf3aX8ulwuHHHIIli9fHk6hRSnF8uXLce211yZsP2bMGHz77bcxyxYsWIC2tjbcf//9KCvrvZcp0wiJvejvWzCY5Z+exowTq0suk2Y8B+NwjbIWbG7SRcuOwYejm6RM/Ws2GJtLkkzgQdkOoB7ozBmCdNRGuuOFj3Cq+DXyf/UH5LoEBJgbDMknB4lyMKxCa0U6yuSqqh/ejh1AwS4Aw3rcPkRObi4kzQ8lkL7JhVowhZbYx8leAFAE/ZxIZxYFIPRQLBgWDqoqWIOK5oNRXGw8DOuRs0GVXfAFzAxVEhJiUEsKs6DtBjqbdyIUI2tE9WD9ujmwfQOAMSlZQRmDL3oCJGORiVtaEiG76ll0TdSFbLKKuYJo7uTVwWsXY/eI0+ErjL2SXD+oGJtcLjwfmkjHNIDEpqdgBq8EpkCDbnOrn8E4E7Ozack5yW4T+sxgsguqZGJ+b46jSVnIfvfddzj44IMBABs2bIhZZ5TMvjfMmTMHl1xyCX7xi1/gsMMOw5IlS9DR0YFLL70UAHDxxRdj6NChuOuuu+DxeDBu3LiYzxcUFABAwvI9jVC+P0vqfJOoMpJRuGR9eN2vfQHg7LQ1F/bIGjyVUUpTT7eRrN1g1oJkJWI35fhQWg+QYCxtqrzqvgUAcNqLk3HSlF8gGy4wllyMuUQv8hvWwjd4cNJt+oIW8IMKeRCT5EJNRmhGvhZI+RIShio+MJLVr/OZSrr96cqvG0KjGhghhkUP3h3zBIAn8X+FDxh+1iPnoKa4PK32xEMYSSjWQDz6SFNXcwsIxJjZ3NH8nOPDAS1t0LTU+2zzx0/h7MZ/4uWcbDxUkI+Hd3yOtmB6L7mpBS5/DgLu/JjP7Hq3GLiihx2L6Q0TiWfApmUQalZi+5kvxCynwScXVXQDIMja9QN8xbFzQBiRAKZ7XiNEOruzboBZZpsKFTIjtI7DCZHyXeijjz5Khx0xnH/++WhoaMAtt9yCuro6TJgwAe+88054AtjWrVv5sAEQrmea7MYvBFpBXXlpass4H6XkGgy3rwGDG5vT006IcGWvxO95VKEEs8L4w17uJEL2nfwsXK75wb5eA1yYvqITb7r/iCu3PomjqATajUc2S3RDVn3o8qVnBilVfKDCAEh9FLKinAtC/dCU9HkbqeIHFfqefgsAXGIwr60vvamuVBpMcWewruPHO1AgNCJvrPFvTHKZK8J0BCS4XIOjYoHWVoANSBC6IT4ZSzD+Uz98palP0hy36x0AwC3ByVE1DU0oCDqqCQgYISivfhfV5SeHP1N54DUIScPwEcRdyzyeAQB6HyvXHwoDtdgev7BJwuXfaPhi8h1Q5RyMba1F/BQMgQhAlOM5HvfOZhOsNR8Hl6DoFkqSJHTm7PH0Ww1++OGHOOCAA8Jpq6JpaWnB2LFje5UGKxnXXnstqqur4ff78eWXX2LSpEjd9xUrVuDxxx9P+tnHH38cr7zySr/bzhRClQSTDYPnb0t3nfJEgVGaK8HvKcKOYb9Mb0vhggiJx6YmKZ2aDmjQIyvKxonYj1AKdE+knJ44zPkDB2B8xXA0igL+0XAxvF0yPN3kiB0W2AZR6wISJ0P3CxrwgYpy/Khpj0iCF2A+0DQWraJqQE91lSysoxuGSnUA0pdfN4SqKfqQssHD4l9OGYohxcNRmGXceZLsRlbzMwBSy9UqKB0oqnwQxp2dGPJDivWgF2W3D/ol3jj8p4BoEKgffi318CAStCG7i2Gf7QwdgSibCANAIGo+DB4bKbLRVHRAZJuIko3ZrzvKI/vx37sviJNOrntVw8lrGFRZ904aVT+LLIpeFxU3m84fh4UQRlDy3cN2m9EnVDIAlROut9sMjk30W8guWbIEV1xxBfLyEr0R+fn5uPLKK/scH8vpIwYxstEwpffpK3qEEcPQgl+O7n8Z4u7bC032ShQQAwYmTvpLW7NBISvJxh7ZfYSxEDQfOvbZJ+W2KFXxRo7uPbuitAQzMAxUkCEmiSkEgKaCyZBUH1QxedWtvqApfmiCDKGPYzMKzQaFH1RNn/+GqX4wQYLQD8fK12Rf3a40V9HS1OD+DLzE+xW78X8nJT8XBXcOFFn/DaZSQKNz7VIM2fgMyt+5CCVf3h6zTh/WjvW4SiW6h1XcQHURnsQjO6OlHYCGjo7UPZ5C0Ib7/6nhzic1lHRtjLIRUFy5YAQYfWz3I0TxP/d+Rqf1ChIpf4asXd/HrIuvMNb9txcVLRv1Oap29N84G9HEUmR9/6bdZvSJNtfeUc2TY0y/hew333yDU045Jen6k046CatXr+7v7jm9IOSRFZJ4sNrqdqW7xYQlskAgqj5ktycMzqXWUrApo2PL95g3hBTKeCHKxpNMXEIWGHxIgxMLit+P4TsZnr9LRWNAxoLnKDRBhkiTexU9ci62lPihpMkjTAMBMEGGIPdNMQiBACjxgyarz9ofWxQ/KBGTT7TrhoDshaAF0l5FSwvmN+3PeKvkzkbAFSrU0H8h+4utekXD3M4alNS8HbuSJIYWFOYUAABqBp6ql9eFsZBVkAdCqWHBgr5SwbYBAPKCWZC01ogQUlT9Kal61Ind7MHYhmxZQFZXQ8r2GZHz0wtY63ahnRBI/tiY92Fxl842mihKIxXLIieHGjU5dZdrEjIRX9ZAPNnwL7vNSJmCLZklxjn9p99Ctr6+HnKS4VdAT33V0GDOBYijExquTHbjf223cQGJ/mGctUAUAE3yoCPNw/3dTfYCgOJdz6e1vXC7wdhcOYmQVaQsgAXQHkh9bH/rzkbc84iuiO9+VP+/ceAEdIxKPoM8Bz6AdIIKbsPhzr7CgsKPSH0TpCUDh0ATfKAsfZO9WEDRPbL9mOzVCZdeRcuf3iwamhIUxv1wDbolAiWYEF9Lo12CEi2qEj2yBe5sQGuAy1eN7kIL1rVOhSpq8NDU5xuoAHZF/VZ3RJ1PNPgsQKkeT106Pja1ok6oNHNsP8sigafLON9pqmxo7MLFQ0oxr6QY21piH4AUKQtNBZFMBk3+RKeAi+nH6I4qt0sPiC3QEujk1aXsglZ/YbcJHIvo9xVs6NCh+O6775KuX7duHQanaWY1JwnBa2SyyV613jTe1BkxrMEtmDX2F0q/lWT/bYX6saW7TjwNCVmXsZAtkssgIAtESz28IV+KfD+F/9/eWYfJUaR//NsyLjvrbtl4duNCPIFA8GA5CBDkkDuOHJI7jkMODjgucDhcgCPoYQHyw45AkAhJiLt7dje2lvXx6e7fHz3WMz2zoyuhPs+TJzvV1V3V1fbWW6+YAcH9Mbc1hxYqHcZigLIBFA0+juVqDx4Bi1FE9ypwqjPA0XbwSFx4JN7lEaqjfy0VZ6SAdZnhsic4ZbFTFERjiaSgYmlwCrcg22broHbHtNAUTrIMev1wg19p8AQzRc2C4w6A4gUADIQQpgWH7RUAODBC/Nfw+TQTphQXwKYyoS5jCCg/Cw9BkL6HNGk+BYjmxGpPLQDyz3ubJrnC4EqtBhaHtI3dA38rsbksOrA6cDcv/j2eOnmAZJvt0MmE9JEQPU1NiYksQ+j+xCzIXnjhhfjb3/4Gmy34BW21WvHoo4/i4osvjqtzhPB4l99DfGSHGPsltL1Qn3LWmQSvYreASjPyQp0dQwEA1obEpEf1IoTXyAoqE6zafNhU8ccsbLRLNVP1GYND1PRrX5sOmhHPOZ7lai9uGwlKEZ1G1kapwTNi3NdEwbs8fYley6tiNWA4C5zO2CZWAs+h7lCwKRQfh0ZWQQOCQpToXO2xC7Jfs31QUVqECcWFmF6YD7W1xrtNzkZWyVAAZYHA6AGKBhXCtCCloD8EcHAkIJjderVos71u9KPYVX47vm1M827j3bFYKVocA4VfCnDqu8WeE3EXBPeFEpIjyDL+iRoCLq9NlSb5ndm8LWh/u0a897lcXzr1QFMoyplYm22CPHLmMQo+QR6xXUx1swOtCV5pOtOI+Q328MMPo7GxEX379sW//vUvfPXVV/jqq6/w9NNPo1+/fmhsbMRDDz2UyL4SAqDc2kMm4OXJu1/8igRqKymBQihbO49nbyIRvIKs/C16RP+TWK+lTXZ77O2K/7MhBLt2QQPWshIqu9zyaHRwLqlws6tcDA4/6MIUueoAAJVSCZoWBdl4HIg8CE7xY84ooxMeW3gVOMYKgVaAdyXoPvP0JQYbWZbRgObM4JyxvdKOfP4Izt52F6ybP5KUcx4tcQyHpSgKPCueE2eJ3Xb3rSzxPhmzj8fkHbz0KZSxkRXLHeAYHYQwGtkRuRoI4MEFejbFgCdWLe9OYMD6NUm7Hyp9xnYAgFLrs+9e3zJE2m2ZrtBh4irHCms7jbMbPsSn81yYvomHteUHyXaLLoIVF09f2dDPDmMPjupDSDy1cqZRCV6t6yr+8M0p/GlJTccVf8XELMhmZ2djzZo1KC8vxwMPPIDLL78cl19+OR588EGUl5dj9erV3rivhOSQWtUEAGCbWyTlntnpiso9iWssRGYvSRU+gZoTT1MhXNhrTKKdYCKWbCXN8p7Jgbz9dy1SwTNWMUxUnOw80eRr1688rSi0llPN0mAZ0RM+EcvogjN8uLFQ9Mk2AbSoiXcmKKat4EkPrIx+bBWsBhDMcHGx2ezOwAoAwKij0uQGXo1sjHGrT+rE/V1xJGo4ogRKTwn40xc87lzMY0Zuqd9W+fjOgsYFjtUAlBKhJqAqlgINDowQ/708cD+FT+f5NJx3fMuDcjstehwoKUb8X6XxCbIOl3jfeXsoM8wKV6KdVoH+31yK5W6B+pYfeejbtoStv4cuCjat8mqRQ+/XloAJrywCB8benJxjnyFwexPr+NmVnGrrmaHcOou41pSKi4vx7bffoqGhAevXr8e6devQ0NCAb7/9FqWlpR0fgBAXTbluzV2edJnbZRPtsiYcHJTgFsMLsm3tzQlsyhN+S/4WNVGiJpZbsz5xbcL3rWJC2GkOyzdCa7NDQPzB7vNUFhzqdRmWTZmPI6WXeMtpNvSXUc1SsLo3u6wJeLl54uaqojMRUChUEBSJ0wwDgOByh5NjoxOqAUDDGsFRZnB8/M5n5YvGg22pAgDwnEeQjU1r2U8QBTqXNXZBduxeAU+/61taHLPe/1jyGlmnxp2ZitWHDL81rkgLu3YwbNr43xMT10vHx6YyIfXoNwB8MVg9Xv5KtS90nFkzVvzD3UVGRiq0apKjWTvkN3lT1oS/bw62ZXhjW/vwOKiF3s8mJEeYyt75Hwz430VJOXZPJKcx+B7Zxp7TBT0hdAUJSY+VmpqKUaNGYfTo0UhNTUQGekIkCO4lwUCP80Z3tHyXPnE2ylQIZy8A4N157ncvPZWw9jzf5lARGS63iJ7MlkOJ9WimPSHN1PKCqkFFw6kqg1Np8DqGxcrQuq9RXSSGJKoqFkPZmQrCC3EMTcHFiuPNmeNfchXcZgHRamRVChpgbe5+JMgWzWMqE4ONrFZpgIuywIXY4uvuZErxz7RUeEa0cflLAADe6bkhYhNkB1KnwHJ22GOMbyvwHKZtk95nV67xi1sKeZMfl04cB45Vy6bXBQCVX6ioeCNgBCqFG1P744RTNDnieU/mFvE/f7MdwRvA2DNxldMO+8yHEhGpQxZH+Ot77lY+SJClKFFIVelC79eaCDt2GfR1m8Q/kmQ/3NNIlQnZ62CJLPJrgeR57cl4Y61KX/4njGIorMDc5vFBhXQaYaxbAQCa3S2y22PBY6VAMfIfGJ1BXNY+1PuqhLUJAJTnmxsiHJVRxcDudvSKVxN5XBHsjJeS27FAWXDKLUBWxe8R7UkAoYhSI6tmaXAq94SpNUEOdy6PmUP0gqxGqYeTMYOj1DEJO9cWcfg4xYCr83NQUVqE/Trx2vAuUesdyla7I7ZrRoFx2eCyxaY9F3gOFVXi+VQVnot9fa+RVghhI8vr/dPOyo8HRVFQ2KsBACe2x3cN2QBflH39Z8PWdExs3WsmJI6h/CJLaO0m7fJliGxvSNwSK9XAwqLJRKuhCO+k+BI1hDKRElzStilalJ5yBobuU7KsNF0O0bwoc9/7SWqBQOg5EEG2J+ONWiAVuo6kJf6yUkIIpxIA5lRRY9Jiij/blZcQ5+ZBj+TYDJndS8mhlgsVDAWl8BUAwNkan32umQ9OapBXoZWpKYUvbQTN2eGi448Y4HEYZKM1LWAoKJXiZMLVkhhB1hPDl1ZGb7bBKDVwsWaAYsDFogUTBFy3nEOtS4H7P+XwEy2arAhebWJsGlmLMhcMZ4PTEZvXMe8nVB0uuwwn8yZi44DB3mwoclELAIDP9nPADGFaAAAKThzrw6vjizyS1xRcxh9dKP7hnix5lNoURWHErVJtmdf8QEbK3TDcdy5CohwLAbAnWawb83dsGnE/Juwt8rUhM567B9wEjg+4hp4+h9XWJyc8ocUqPnOq+m1JOf6ZAJ+kse8qGizETjYURJDtyYRYfi/JET9OjOXn5DQYQCqTBM9cz7ckhEb2ZJQB/COllfZ4qYd+CepbygEANSuq42pLkEmqoNR2/Eh+lK8F67LBWRd/nERvdrgYhMdtOnGfk0cS9MHwxPBVRy+gKxkKPCtqyFz26IWdD59xYcY6AW+9xGHEYQE3rhMdjDwaWcSokT3UpALF28E5YlsCFngX9hSlYdkUnxNaW/bvYDyxUvxB0aDkEpVofF73FB1aiDY1itE/WCa+j6ST1WLnwFskZWyL+xn1CIB+DnN6tfzKg9wwM4yfUH4yMRkEbRSFI36xostqjQAvjoFcbGqbJhN8QMY9r2lXQN3Vha97/06WKOWJNGGq25CkFnoWzSlySpQzS5C96fPEZs88kyCCbA/Gs2RHBYR/Obe3ASpbIwrqLQlsLHT4LZt6f+LaceNZ4qdDOF2Ns4raUHWC01eyfLjlTzf6jQAAjoreKckf44nYTDF0igywLitc7fHbpnpDuKmity1t0oof9jRDdNq8g6dOw/7pTWhva5aUe4TqUMkowsEb8iAoYozmIAiwBZx+vXs8PIJsLGlzAcDKGwHYPDJS1Ag8D0vKuKBys9kz5vJRC8rSfA6gPBtasD+W1wwAYBzxrS7sHngz6rOGS8pOux3vfKYFUsHCJfg+zN53mcyD10yZ/HZKTDzNUSWFSGv1GxcKUNg89vYhfAFsgaH+PJkVpZNqW2uxX5XkCFNyk5dEk9AoNEmmObVvUJnSKaA9xglkd2IcvQuV6mtxCU0ylYWCCLI9Ge/LX/oiPdnmAi1wYogoZ2KWfakQKWoBwEInIYOb5wMQQvN6jCtEWuMeGNqPJ7TZHI/TR7iQOr3FwPlsU11cbWlPi9KNUguMuTEdI2eldbCHSG5bLliXBc5EJCPwxs2NXiif4NBA6WiF0x6dZ/blv1yKEfRBnPV9gNe1x8whhr5oFCx41p0oItqQbAKHylzfBbeoM6Crdt/rTk8w/9hWAC7oVwAIdnCu2F61POeCTRecKGNdVSUAt2mBjCCrZlQwNK0Q64QRZG3qQwCAnJbtMfXPg11lCipjj1wmtu9JpR1gnsFzu6FwNIt1PEKhTJizk5bf+P2KX4CjOHECaDL72qpPH+w9NM/JCz9B9qghhNSLC8t8bSXJGWuDhsYFBUnOnMn19PBVNL7a2/Pj+M5b/R80HtTiJvb7ru5Kt4UIsj0Yr11ZgLBnVNGwajJRXXQerHyi4qyGFmQ5PjZP8bB44rmGEGqecM0GRznAJcBO1B8KBvH/MDaRh9TpYF0WsI747Arr8kRnvN4TdFAbGOjSI3NysrmUYF1WoDZ+5zrPd5YJkUEtHAOpI2CdZtht0WnJ7AKFN1KMsAcMseCOqh9tBAVAjInKKd3OZ23RaaopgYPSDnC0Ao2mflh31mNQM+cAvAsc53b2ChP0PhwaVRp42MDHGKvVyTvhUOcHlatOuSOEhHD2ytQxOJEqfsQphG57j9EFjaXWF50hRng6+JrpzWIfvYJsgEZWSwNOpUkSDYWWmUGq/TSygeluY0HntivNb/dpumtyx8Li9Ngdywuf7MlNkt/engacV6bf6zAZelPa2Y73U2kcVyiwVxnfqlA4GGdik810NixnQr5lX1d3I24sdSrUbjZ1dTe6NUSQ7cm4NQKBDlG903zC3Z7WXQlpigqTEOFjXJCQNvzxxnMNkZiASu2Fdn0pGtMTGyu3TTOjwzrfpblAcXY0q+OLWeoxn2CjPM7AjFSAotBiLImrfcDnBxSLV/469QAonW2wRakBfSNtJF5JM+FjgwFlS38L1uYOeO+ZvKhiEGQZCjU6d1iyKPtD8S6YjVPx86QXsW3oXQAAqyYTlqZaCLwnakFs15rR6GFJGQcbEyyMRoKTkxfKGU8qrRATTIOKwWmDKEi6wpiNbC+lwPBOuAqKQtaJBKsmM6hs94AbxT88s6UAbavGIrZp/nmjt4yW0cgOzPTZb7e0xp/kpc3B4/xNPFys1NmyvfkIAIDn5IVlBReYeEYewc8pzNkS2SpLxPAu9P7+erS4n9f5qaagKuWLxiN/0z/jboraui7uY3Qlzan9YNq4vKu7QegEiCDbg2HcL8zAj6xJ4xNsFYcrE9RaaEG2d6YhQW344dEUhgjFNGFAIThFIsOLuduzdJxgQS2wULjs0B2ML20g77YhpBXRPYZahR6NaQPhkFnOjb4TboeVGN4ERgyEwmkG2xCd4PiusRZKp4Dn0lOhadqP/t9cKukLHSI9cDgoisJxvUtMPhBlfF2Bc6I5UxrGjRI4WFpOeIWaWJI0AACj8jkqxRI6ysk5YGw5EFRutYlCYCjTAgCwZ5/C+tyX0d4n9H16T0szODhQ70xc6DwPPCMKoJ5JKR2wyuF0x/k01/j6J7cScusIX4QDIcS5RkNNuwu//ZEHT0vfLYUbnxL7LchfpxUn02XLqYDPqL9tadvpPvF0NQjW3gylrR5qO1BeyaM9xMpRauVi0E6Z4KpR0GZNwnu9k7FzxR1X6iFQEHDlBwfRZE2MnfiZBBFkezAZdtE+NDDWqtrPQSrth58S01iY8FvjisNEBI+5PfcycwgBIk3DQOlO0Rit4BIOo7kNtDN8WsmrzSYwnB0cE192L8rtWBatsi8NAmhbfDaNXoTYBVmGToWTVaMxbWBU+523kccHz3J4boELFxXkYpMn+YQ3wUdsr6WZ9mbRCc4SnW0fz7nAOqQRIE7kT0b78f2+tLlsbCYsCpUWmmYxuYIrhlS+Lt4BgQ6+z9RWt1lLCNMCAIB2ELaWHIZTEzowfDPVCxQc4BLkRCWHR7ALNC2oNYjOKw1UuzdwNCXzMPgLty4q/ox6lFuyNuvyJOW85zUSIg5x1j6l7LbA8xJC2NgmAoXbufW6b4FHPuZR6Qw9Hrnbno+rrdMhEmkQuobh9CHsV9+Extr4ouWciRBBtgcjQN60wB/L6cRkXaLcLcqh8BekE5R5x2u7GcJeMk3LwKwWb9+2kwmyAxYEaB0KaDtwXrq2aRfsrB2Nmcaw9TrEo5ENk5JWjiL7SSht1VA44ndkoDxa0BgyVzlqj8FBR28nPNTtHF7YADz7LIWVVW5BKw7tMACcVmZD4TTDHmXqXp5zQmWTZqWjeBe408e9GlkmRhtZrZJF9mkx3a2zOXrHS95mh5PVQqFwT1rdY8Px4jMvUPJRCwDAmHo1qJrzodaFTmWq4wBBcEDgE2trLkegI9eKXqKjWdvpLF9M1hCzuj6HFgEAju8bDYc1PkGRco9Xi7GXpLyVF1d4Qgn1Ga0MdHWbOzw+nwA73lCULbsVAFDonmvf+n3osUitWgLWGnvmw9amni8w0XFmX+xONLoK8Gbtf6Fpi8/J+EyECLI9GLq2VPw/jH1jmjk46H6MrSFU+K0ReX5tuBIUtNn9/mFDaGQztSx4XhQQ6H1742oq7dBnKF80Hqd3LUNLShnM2vDewFXpM+FU5cCmCPYmjwq3IMsoohMiqzPPQWG9FRyTACe7ODSy+/li5DYcB+OyRpVNq/9e6X10wXIa4F1eDTUdInZwR9Qo+4DhLHBEmUWLczkBSipAURCgr93l08gqYhP0tAoalQWiqs91Ovrle95mhkAxYBRixoHUIiWU9maYajxmNXLuUSIcz6K1aQq2nwo9HqrmdAiwQyMkz2lILi4rADCO8wAANn4wOLto686HiMSxsr8vzF7rqTi96QUBLkYVlPlwpVnr7q+8ILq3/w2gDsqEGgyYBFrzgu2FEwkP75wPA6oFKNtCC5z9F3ds8w8AFB+s8OBOZMfSvajot/hy5G59LnkNJCn8WWdzOm0g1rVdB7tggK0t+ZPOngYRZHswx7JF28JwMS5TrPE5JPkIbSOboqLh4EUnjLZdRxPTnDezl/yLSMFQMLSL2gbLz1vjaipv24sAgN7rn0S7vgBCB6GW2rX5EJg4tbEA4PZkj1ZwO+pMx+FSFjyjjDtNLiVQgMB3kJ1InrHDh6MytxEcq4kqCcGBXsFlutqNoLj4NLIsbQIEK1xRZvZycA6AYqESRA0hKNELn61W+aXwjW3SoFZQONibEU1RoozuIHbOAYFiQDHAgOlG9J9mhNLRCofSCNpphgDKG7oqkN+Up+DcMh3+ND4j5OHfVcyCzTAKVlVwuuREoK3fFjJxy/Ujh3r/5rgSsU4IE45mvd85WuMLKcjxThyUSW09cr34PPIh4qc2ZAzG5kN+9sohbjOXSd6WNlFUKli4WD1qM4dD6wDKlt0m2T43KwNf6aMz92JdZpjLpAKx05Z8gUlhrUP64c+TdnwXkjdB6ywEUNg++E4ctZ/V1V3pthBB9gxAzkFii1J8KTWZ+oHiExAPMEzUAoqioKRFO8n6xTvibwvwOf6EEbCoDDFzmYpKTOKHo/bI7O9q0sd6/45GExmI4BFko9TIqlIywSnF5XhLbXwfdYqnQcW4FKrVp4ARRNtShzmK5V5OzFS1atw8NKSXw640oo3Si4KswIUNfRaOqmYNtDYr+ChTOXKcHQJYULQN/c81YugV4tgq6nK86VUVythWNmiKAscqwLhscEVp8gAAvMsJgaIBBsjqo4ZCTUPlaBMF2cYaUeoP8RZXMhTuHpsBNswzdH5FYdR9igbW3ugXfkva0WJj8GRQoZN/BiXP2fH4Ykcf5E/gVG5wkglP5AWeC32dKu3BfaYDLkCpPi+oTiL5yGhAdclN2D3oFtiVRjBOqXnPjzotHs6MXpi+8IKRkt8cEqUE6TqyY3Cw7O6EWOD4VUME2TMAOY2shhNn5HsH3AC+5VD8bYTRyAKA0nkMQCJn8R0nJsh3LwcfN46KuRVeENBCU/hLQwEWU+JHSmUNr1Xecto3y4/HHI7ixeNEG2t/cI4alGo1AMDVGpkQ37j7J5QvGg/TyoelG8JkbOuII+0K6OxirElnS+QCdXOGqEFyKo3YUXEHfhk3Dyv3rYtLqAaAFlcKWJcVvCu6D7CTs0OgWFC0gOx+aujTxQtyLLe/17SAVWtj7letlgLD2cDboz83nnNCoBmJlpoSXGjIGILW2qMQqNCmBZGgVdLQtu+O4wjhqdv8i9fgPTBqgUEV/K6gVfKfJKPFN5Hg+fiWi6kQ9/vBvre6j++7ThPvkJoJZJh9ffb2IuC80rXS+8/WkjhhqoGh8YlBD6dSXPbfPfDmoLOhBAEQBHyji/2eBQCrNjlaeg8K86mOK8WJXFi4ng6RY4MhguyZgIwGq4H1hU5RHv0qEY2EdCoBAM7tsFSTk6DlD6Fj7ZwrVRTQs2s3hqzTEYeO1+LcnALc/BOPG5bx0JpPoaU4vIOcSe17bDhnPI4nClC8PWoNpE5BQ+nO5rZjWWTtT9r7KGoYBgV10riKlBC78Dg8X4cTxWKIH1cUjkxac3A4qfaGatBx9AUApvUpwYn8STBro9OIudymBXB7aTNK8fq2pI71TlRYGaErUvYa7GA4O6y26B0vBZcLPMVItJkNGUPE/p1ohPhcxi7Y5epZ5J8SzYLiNVPxoE7xzczYTyp96WcDJtwMTUGwSe9HhpKf1Z1W+ISyMArTiKBCmA54RlHwiyMbaPZTcCQ4QkpHZjnWRJlbAWilaWQ1+343m/riD9lSYe2Tpzjc+yWPBzLTcSxEZsRQMK6DCehlxxiPL0e/74LNOxJNQ0acfgzdACHw+U6QQ/WZBBFkzwACw28B0ptf1ZqIF2l4jeyGfDHrjYtLUCYVnuowveNzKaMBAEf7x+6UULLjObz3vCejDwWLLhdGt71eKM7upQfrFF/4turTMbcNgQXFR/9VZmgKMIpCfG5OZLEiN6lVOLcoHys1AbaeAg2EiJvZEUY1A04tftidzRGadwgCaBkHDNWh/aA4BkDsgmw7jOA50QGw+UTkIdlcLjt4WiERSCj+KEwtR6Bwp6hVqGO3tTu3pRco3gZnDJMennd6bWQ9CLmi45O9rUU0O4hDQdk3Q4Xjef0BAKv/U99B7RC4P6xq22no0hn0neKbRB8rmOp7bcgkO8g8fTiiJmrTfBpZjjsWWz/daE7Km1oJoJCx7wOvOYlSHRyhYF//2d4Ut+HECcrpM38QEhja7IVUU9DlrmlWQ2GRxgoeu0/A1St5XJ6dB8oV+SRTwSVO6A5H0bqHO66UKEIkuOg5SK+4sjb2SBRnKkSQ7SJKl98B4/HkZR2x+q0qRfMiC0kYG1kAqIIY+L384KaQdaJtryNBNt0i2jLacW7MzQy3rvH+7WJFIc9xOrxjT6qGQat+KQCg4Wgc9scCAwqxCZEatbjfqZrInDoeMJVAYxNwT0Ym1E37wFo8IVxYUDEKjxqWglPDgHVZ4GqPUNsocOCY4LimZ2/XgRLouGw1eLUB4FcBAFpCCCtyuJw2CDQrERYdiiZYtNlQuk03mBiSNHgY5lACsIOPRZB1OsW++QnZhgHi0rW9zQmAAh9DVjZ/7Lp4wyyJ52VTp2PkrHSkFvq019VF53lD6VEyXnwb+0g13VQIqfysAt8LzW6tiqu3bAjBhmM1yNn1mjd8FsM2AwAyyqR2u6pdKyW/5TSyvxQv9P59bG/iBKkVWg0uWS+9j+a9x3mFa1WLb2Jw5RoB7z/HgYkgMYLPTCIguYMzAf4VXUxPT7W7s/x3kt92V/LiFPdUiCDbRehO70jYrFTOy1uZ49Mg1dnic44APNlrQguyJy1DAQD7+l8fd1tie0BHtptKW2nc7fyduhwAYFOZvHElyyZ1LBwuKxK1Qtbm2Nc5KYGJWXDbqxri/fuXBR1r0hRtFrz3AocPn+HQe+kt6P/t5e4tTMwaWYqi4FRq4WK1OFIdOui+ZB/eBZ7WgeVFu0xduiiUWTRZoiAbh0a2d3YaaIgRLLQpkaspXQ47eIoF/FY2Gk0CzLo8cA6xjI0y+5o/p1TlEAQbYlC+e+PY+i/LGzPEtKec1eV2BIvPZtTQ0nE2u3AIMkv1KQV+ZW6NrZzjZr1BGgs5lJlNZq7PwbJdFZ+DWrjh2vNzBjiX2znNXc9zj3po9uRLCaOSpW0+Z6tmV+LsNFPMwHlbBdjVvtS3DoXOF+XFZUWrvhB2ZXRRVTzZyey01Kmx8afk2U87ACzXanAiSvOHaEnd/VZSj59sTgekYd9Rk6C46WcQRJA9A5B7+V9d4YuRuFmVCDshKmxIPgcSENPUDyECjexuZ3z54QEgvXI3BABrxj6JHYP/AACwNnY8461LEWf59Q0abPu8KcbW6Zg1si0233hHEvrqkU99df6amY5FBrewLjCgYhRkAeC0MjrbUYoXY7YKNI/Jc7Iw9EoTAMCqzQLFM0CM4wEAGiUNMOJL3nUy8mVywWEFT7Og/TKKFWf1BgAY28QUl3GYoaJVMwA8ZQfHR+8F7gn/5a/1y9SLqx/GajsEioYgs2QfVf9SRK/31KZYzYKC778+U/y85j02fTIS5BBj/4haUFK5MLYcAQA0nxzZQe2OCP1870251Wen7e5u4XCp09QRs0f49hj/Bp9X/95DgsoSwZCjQpCQun7U35C29WUAgIsXsGnkX/HLuHlYN+phbK+4Axnb/t3xgY1uc5CAyQbbljyHrOvzcnBXdiYuy8+F4eTqpLUjuBKX+bE7oMaZdT6JgAiyXcRGtQrVMWYLioR0jW+Wu64hdK71SKFAgRVCP0AcEjyrjsCbnlXEnxq3pJFCVdF5krLi0R0f1+EXMiuaZWwJAhuzRtagNkl+u+zhx+qbEb6/b3xFhUELUkC5bABYxKMFPar2CZ6/vNmx8EhxTgiUAqDF/rJux6rarBHuNMixL5uxNIUjpTQYlxWuk5HbLvNOO3ialaTGzegvatE8Xs/RZl/zx8Ga4KItcLnNb6JBcC8j+gvZRndKX4uiD0DREOLoGwAo85qQ0bAddIxh+uQ0shqD791GuaMAUFTw+06tjzxMVNbJ92PoXTBBj1yazxyqJmeMJGoBADAB4+t0era74x7LmEMUZyQqEY2UOd/wcLHSYzuVBrSc3AIAON7q67tFl4vT6eVIP/Fjxwd2Z1Dk8qRCu4VLgFlaCPa6HShtNI20I18krZ315ugTkXRnLmV+6eoudDuIINtF3JaVhYsKwmeQiocsve+jMXt5/EGhhQ6cvfplJDZ4tsKBDjWyU8p8H8FY85vbeQFHekmz3yg0nZUNJnbnJlbHoqja94HasyT8y7rMzIjL536od33i7kPsWtDi2r7ev122jjXDvMMCgVZAYKR1G9MGQuVgQCN2m7x0DQOHWgmVvRkOS+T3A+dwAhQNys8ONi9TD5qzo01fCJqzxZQwwkOKTg+XQg0XYwiZ5SoUgttF39+0gHZrYL2xUOMUZPcay8FwdrhUsU0M5RII+Hv7M87gc/CgiDB5QLaexZvnJcbWlLPnSH4bVNJJuPca+Wlacwf5VkBoz/YwTmycriz+jobgRN6koLIaQXy25e6E0zQNxtYY9pimfPH9PeDscum+SUiHSsuk1jbUrPPlJU8w3NpDZ5SnPxNXwL0zk24ryM6fPx8lJSVQq9UYM2YMNmzYELLuggULMHHiRKSmpiI1NRXTpk0LW7878PG/ONy4lIfh5Kqkt0WzFXDw8S5HUHDRoTXIFv/QPfb4Z/ECaDAhwuR4KEjxCc/Nq2RSR0aAVRv8goskHNZfT0s/DOaG6MeXEmIXZPvSfaBo+xLj1j4EALA1hB9z2mXEiskvYdmU+d6ylq8/gxCnRjZPX4DRG/7h/X26MrzTl9NiBkezkFPgUwILULH3haEp2FlRkLXy6oiFRsEhCs/+Dl0aJQuOFmBXp0IRp7PkuGIdXLToDV69ObrkHR4hkWbCrHjE4YgGAHVqA+oNDpgVsa0QCR0JIE7POch8bvShs475k29UoF2dGEGWDfjs5WX3lvz22CX7V+s71becT5ml/aBlBNk8rTSSCs8lRpByKAw4XjAlqPzxdHHloFkIFhJ5B4Xc7S+HPObAC4zoO1U0LUjRSM0WTjuuiKO38qScWIGKUtEsrLhWQIpZHJvUysUJbwsA+m9joD38c1KOnWz2NwS/T1vimFSfqXRLQfaTTz7B3Llz8eijj2LLli0YMmQIpk+fjro6+dnhihUrMGvWLCxfvhxr165FYWEhzjvvPJw4caKTex4ZLrdN4sRdAorX/DVp7ThtlQDE5VFXHHaQQMcJEX473Ofso1y/JK62ACCtSehYI1vq0yDt2JWO02sro26nuFY6LmFkdQkDA2SblupYhJ3YBdl85wncdyuL968T2802hdfItqc87v172ZT5WDZlPuralBDi1MiqVflw0KdQVP0DAGDXN+H74bC2i6Gu/DSywjBxEuBQpYCPQyMLAFVKHip7M047srDy1cjsZDmHeA3oAEFOoJrFci4+54oUNQOnUhzjhsNRHst9aegAhxiB873baFV8Jkq2tnwwvA0MH1lmu0A491o9TcmPt8os2pPTMpk/sowZUNkiM31yMr5nJVrNtj9CgPkKk5svreCePIQSF3T7pW3L1cs1SFfB9r+3N5ouhsShkDdP6VsjarabuWAP/cXHMqAMk3xAk8J4Neh0iDi+CcVv+J55m8PTb7ujRNibk9Lc4V6XgT9YGdAHwXuduzMHTwcrSNo64xr1MLqlIPv888/jtttuw80334yBAwfi9ddfh1arxdtvvy1b/8MPP8Qf/vAHDB06FP3798ebb74JnuexdOnSTu55ZLDuJV5j8syPAABNKhMAoC5rOPi4l23Cx6sckuNbems8EH+cO4FSgKPDm0QEOpLXfB99BrPqkuEAxOxa427NwITbI/MwfsXyW6zPW+A7zvpgTYgXgYPxxArQjsCPTOwayHWnRTu5FWkuaM2n4Np7JOpjFB1lACr28FsAsPiYAn/9A4WyI2LSjRRlmHGAR5CVRgioKBbHvMnUF6CiTxrgz8TaIlgVzVHtw3vsUJXS+82hFO1sFa74BFkFDdSotwMATI3BKwfKtmMoXzQerC3Yrtfz2AZqZLkUnzTABsYGjpKGliIU1Nsg0LEdh+ecoHgnlOwu2e0pR0UBmVcEC8rZWg22ZS+KqB2mzhdmz9YW+z3L+U1YVHoahkzpdTc0uT31Q6zMVBdJw/2FChnmT50lMs1zR9Rmy2cxvGibaBKgk7ENH75JDW1j8LVhneK9qE31s2fulGVr8d5Vulfx0trFkniSoYTjWOE5aAkYFmr+fDC/uTop7SUSOeVrHT8Zu+tI5AJ/up0g63A4sHnzZkybNs1bRtM0pk2bhrVr10Z0DIvFAqfTibS0tI4rdzEb1bFpQSJhl0Y03DfrciHEGUtPQOSOOI17458xNpvK4OwghAxFUYDGFx4mliwuLWoxXFhasQoKNR2xLWQLn4qtxbtwnLoXAGDnQl/H3E1Po2jtQyhZNTdgCxOzEKkeeCEAwKmgINAsmjXRR3BwKI1xmxaYUjPRzDB4eLZ4zVsc4a+Zy2YRNbJ+znLGdFGQ4Bklsmvic8z4I5ahJdXn2SZEYBsnuJe+FSqpQMMbRW/+VmN8Yd4oisKWEiCl5TCczuD7q+/31wAA+nx/LfQ10lBYnixTdID5QHOeT4vO5kQW+iwU5w4ahGM5NByqlLD1KN6J8kXjkbXrDWkfeR7hPiUH+8wU/1AGC8paJY3ThsgmLxbOZ0/riiIlciD+phAjZ6VBbZSOLVXvfleGMTFiDu7oEkvFquLpsuWHy8RwerSMr0BzWjn2NWoRGP+N4Rqgsh6T2DPHYwseOeIzed8iX19fSU2JKTlMpDAN0kQP9IqeYWogdzkahTF4c1OskXLOTJLnNh8jDQ0N4DgO2dlSG6Ps7Gzs2xdZeJj7778feXl5EmE4ELvdDrvd9wJtbRU1STzPyzovJJrtQ+4Cy9nwj9y38ZHLDqED7WM4QvU308gC7onbhjW3YOrUb4L2ifRcBYoBKEfI+v7+Jg3pFSiIcwy1llpY1Rng+fCajAUVb+K2DS94fzvNNjCa6B3P8garo7ruVoiC6+LRHH7nlj0Cx9Tzf0rVYjTTNExNe6RtUAwEcDHdb7lGFeD+3no868MdR9+6HjZtKVxslrdsf99ZABiAcsZ8z88emYe/HwMOFlC4avtedz9CXzO7VRRkaQXlbZPxmwPsLbCidwd9CXfvangaDlRDCfE82+qd0GeEf815BFlawUqOeTA9F0MapG3GyhBKD46ywKXIDDqW00yj8ud09D6/HiWr58Kuy8P+6Z+IffMkE2BpyX6GgnzAnelXlZEVV/9OWhUwaEaABmBtFU07JMfjXRj85VTvz6x976Fm4K3e3y6X0/1+ECT7sROscK32edizSoVsP22uYl9TYc6jT44JcM9z9v9swfDrYnNO80xuGKUDtCK4zdpTWu/qk/82erwF/C+icsC2dgsEQRTeeUq+3yfYp5Hvut/7O9p3brSo67eBl4mRuHvgzWg/ugnDDn6Khj7X+G0RgvojN+1LdH8tdlFgHVIpgKdoUIKABaYUFDtPoTRJY7NRuB5j/I7tmbok+twYexM4pSm+eH1+GB01cCJ4gqlsbwHPx57RMhqSfd921G4kdDtBNl6eeuopLFy4ECtWrIBaHXqpbN68eXjssceCyquqqqDVamX2SCzNqf0AABQvoPrIQbiY6MO1pJ+uxOn0Chw9Kp9W8CTLoALiubxpSkGJTL2qqgiz5FAsBMEVsi0A4BXNoJ2FaDMW48ONz2NcxuUh64ZF4EEJPDS2BoRpDgBQEmC/WL1mJ9ArGk286OTQaD+OxiiyMx4W8qAEIPhNmQPHxjO272ZlYKVCA7uSwkfrX4NA0TiaeZ5XGxpuTEOh5IF76214IVMNhrODY1Q4cuSo/PtTECCABS+cBuATZBsyBiOl5TAcgiWmPgBAs//wc3WwGweEPZatvhagaDhcTkm9Oi2QZTHAxE+LuC9y9+4ttpfxG+oJ9K5uQnXRuajadwLafPGF2HffxyiqXIqfpi+QfGicNlF4a2ltkbQ9OjsV9v3AVqUTBTGOjwczpYALZrTzFVj1agMKLvCtkCj+J3rRb1mZhQHlTdAIJ739sFtFG7nmllZJ33IoHk3uD5y9uR1HLbH3T+Wg0KDciizH+dj3cw1M5dKx1TgaELjWUb93DdrVYtQVW3sdQJWB46T3skvgAPjea6cbGmFuCzY9cQgl3r/DXfuRmYDgtsxwtNpivmdtVlGBwfO83zF8aXVdTjOgBOxOu6QNg5r3yNGor+bBpYliX1VldZB9NQD8b9RJ/N5vEdEzphG/c2UxhNziPLAcbY1ZQeUCxYCxm2CurcRRNnjM/M+R5wUAxpDbEwF/vBEjG8RncsXkV5BZvxXAuzhoaUSHL/yQhB4XAHDRGsl5eGKtJPLcGM6Oi3fcht15V+NQ9kUJOWbuyaWoRrDD3XXL38PREbfK7JE84rtvo8diidwxttsJshkZGWAYBrW1tZLy2tpa5OTkhNhL5Nlnn8VTTz2Fn376CYMHh19mfuCBBzB3rm+pt7W1FYWFhSguLoZeH328x2g5DlHVo3EAxUWF4JXhH0Q5Ki0bYVOfRGmp/Lm27JYa+E+sfw8nh/0FvEILnudRVVWF4uJiWa9bfwRBwDaqEaCB0tLQy6xr1EtQ5BSz7hRtvAG9fmeAwERvOuGwmVFJ7QfNu8K2BwD37muGv/WXc5sVfc+JfCn4BHcEAmPssJ1ArrW14ppDp3CVXwg1zzECx/aLjWq8v4jDqoEUKgZ/JFYeeQu24iQouuNzDMXg7XXYrs0A5x7jNFUBTPnBmn2Bc6IZVXDSLky+Q1yeXf2aaDTGUwzA8DH3oVgQ8OBPjfhnRhra9OlwqbIwvCQ9ZOSHyn2iYKNNMUjaPP6d+DwYc9gO+xLu3m1YW4XTBRzKVn6F6qJz0bhDh0ET3Bri+7ejGhkYZ/kLTv3JZ5fZtFp8DeYW5CGr1O96AtiXacMtqQrolPGZy9BVqeBo34vZ/xydrAYncyeg+NiPqKoRteulV4rbm35RwgEgKzcHBaXFkmOuWiqO2ZC+ZRFF2ghFRh6HJXtEwVrvXt2VjG2tL8Xp0uOpGJbZht4GG1oK3H2sp9AAgGWl166QF7D2F7dxosCjf7/esv2cbrcC7td9uGvPNOnh+ZQ6BQ1KS2OzO23evA7tALTpNpSWihELGlIaYWtxxza2KAAloFargvrjGfMapgIMvRcuHijtVQpaLib4VunP4uLiiN+5ofB8N+RIMZmgadBDzlCjTXcVUkyVkvOph2i3HXiOJwPayGjnYahIXDixfbU0/vIfn7atPnMYztr7NtJyDsf8HgocF4WjHk6l1N9B7tixticHY28GdgCFXBW4BB3Xsa8Fcgmkc/lWpCew7+GIRlZIJO3t7RHX7XY2skqlEiNGjJA4ankct8aOHRtyv3/961944oknsGTJEowc2XHmF5VKBaPRKPkHiPa4nfHPw5z/8Shd8bu4jhFq+x1n+WzK7vmSQ9OONcg+8IFk/0jaESgaAsWAoviw9arogKW+H/8Q03lZV74k5pfnXR3W/aLtOrw+9m6UHvkcANDI5EfVlqZtC+A6HnUfxxXp0M/pxJymZu/pCm1W2bG9320LNnGPgEdOFeD3dC5y9r0jOlp1MKbh/u3lC/FcXQN6uR2tqlY1yd8nnAuAEmqKBsMwYBgGrFHUJgk0C4ZxxNwHlmEwq0184VgVboGHD12fcy8rMmqlpHzsLRnI7qfGsKvSIr735cpnDEiBI43FLXcHPB/gsa/vLPw84Vk0rGeQu/0Vv/ERhSulRhV0vIG5WhjUipjHx/PP1lgCJ+0TCClQ4jaKwqoJz+Jw2WWozRzu6zMlbofbO59VKIOO+e+0OryRfhwMw8TVtxSNAqWnRVvzmlOaoLG1tNbh+YP5eKouB3mrNaj9Igt2jvKNn8cOmZbup2QZ6Nq3if13WUP2MztLFEg5hL8P1SqppjBc3dTjS1G87iHZbZ5seqaCVm9ZxcUm73EVbe6/Kfn7DgDaDL5JRajzatvrC0vn6W9H/Y7kvg/F8ratsjaVAFCXPRJw2GWP1VEblnVb4r7//f8doMXoQ206X7SICzaxYPjY30OB0HywM1Qk5x7PP33THgCAsXZdwo6ZcVTegXlPxaMJ7Xsk49uZ7YW6rqHodoIsAMydOxcLFizAe++9h7179+KOO+6A2WzGzTffDAC44YYb8MADD3jrP/300/jb3/6Gt99+GyUlJaipqUFNTU1UEn1XMfwwg5eVsfUzXMpYACjP8plWjNsrwPFDKpjKPVG34+IFtw1ceJuVTZDmQK/5X3T5vgFg5+5tGN/8HeqyhqPZ1KvD+l+6zgEAvHzBDgBilptooKCCIKvDCE+mTtTAXNhuBusUBZRDb23rcL9ZP/O4+yMKpt3/hUCxUAqxe58+5roRLIAjGeLLrrVR/nF22K0ApQLlF77ImOnODqXJhKnRLLtfNHx+/BRG71wDAGg51ByynssdHJ9VSTX1Sg2N/udGf78Ecmk/I+ppBdo1QHHV91A4xWeLqT2Ck3kTwLEa7Ol/AxqeXA1lg9vI1C3IhjNFihe7swhKyjfOnrTClF82rd2DbsGyKfNRWTQdCotbRel+5BhlsKb9d2NKMLF3SUL6d7BP6HNvOr4XF2wWMGOZ7/5q3vi9929P0gY57yebVtzHFSYLn0mtx+tj78aCsfeF7aNW0bHtO2NvRq9lv0Phhr8j5eRKaBt2BFfyhO7yc6Dz99w/Vij6Vshpj1eVfOz92+AUtc1UiA/uO5cXy5YnC8VGBuEccrcuC1walv+AaPpL30kHnFNl68VKuk1czt/f189eVzcTxhN+qx4Cj/JF41G+aLxMtJeOYYTmOHsZHay1AcVr7u+4YpS4kNhEQ2cq3VKQvfrqq/Hss8/ikUcewdChQ7Ft2zYsWbLE6wBWXV2NU6d8y+avvfYaHA4HrrrqKuTm5nr/Pfvss111ChFzpPRifJRiiD3XdIQZS+xK0Z5uy/HoQ1S5XHxEguy4EqkQeWDQQ1G3NWvvnTjaKmqFBDoys4TNR6tRb4xBGBM4aB0qaOzRC7IsTeEux50odHHQtYgesBZB/mMtADhScqEkBuThz/IASgl9a+xC5Dp+IKbYn8PKweFDb7Vb28DTalCs7/oVVIi20zyjQnVmfMHaz7c/hT5OJxp1zQCAnUudAMeBuWomqAULJHVdDlHoUWviTy8sR6aOgZJTARQFraUGToUenFNA7TafAUpNzhgAgPPjv4kFbvmeUSfvo9Gn4iwo/OK0Hlsneh3z7S1QBWRdOtLrUhgOu4PDuy+ZQhnct2llevx+VGIis/xQXIuC48sABL9SWresg02VCierw/LJL+N43kS0HfNNiD2RFeQEIyYCT3STUrwXHY3jwtZjKQoVARETAjGeWCkJNdVrxR3BldwnGKTxCQhRSMl8HfeyvokH40nZHcKswzPZ7Sxcjv4AFfpZrqOGy5QG1x89rQiM/VgCeyalnRW/Ra0pPkWFQ2mE9jQN4/HlAADW75kY+PX50NVtjujYjLMdP/Waj+YcaVQLgaKg3fFdvF0PiapVamtbvmh8Qo4rhImN0WpOXpSHnka3FGQBYM6cOaiqqoLdbsf69esxZswY77YVK1bg3Xff9f6urKyEIAhB//7+9793fsejpLroXGQ2Czi9+ZGo923VAHyEV/CXcf8EAHxkit4Wl3NxEOiOBdnzesdnW9xSexS124xw/BBdOCElgL82hw74LYsgoPz/JqE+azjsmr4d15fha348BtrexgdjxWQA0Mg77DWn9EZlyUXYOeg2STlHK2Bm4nsZVQnZ2JMb/oNpa2+Ei1WDVvg+Wim5Pg1f1uAL4+rDPqEI9zruwDcj/ASyWddj2ZT5qN0WEE7LLgruWn382lc5KIrC7WZR87S0QtSYWZscOHVaakO3bMp8UD+L97PAu4PBx2kHGw6DikHuqW3e36f2iwKRpe2018bZi8BjZ517LN2PHCujkU0kEx2l0JgrxeYDorEpWR3WjP0HVk34FwSKwYG+14BtMXgFQo4Xd5CT5xrpjh02tAoKbXufgr320rD1VCyF/07ciay6LUhtlE8wQMuEGVQH1BXcS1mBsXnbFVKNJS+TwOHhIbd4/zYd7Hjio4gw2UMsDLpI6s2eeoIJm2WNhwLKNjmLy2AoPnnhnTgwONRL6gh8Or0cTqQg7fDnsvuUrrwromNTAodD2QfQlh3wfqFo2B+Xj0OfGCgcUihQz9B4zWQMkzooOk6yoZ/7H9+LP177mUK3FWR/TdzyA48b86IPpeFSULApwtsX1MCn8Vs2ZT5KaqJ/xDgXB95tIxuO8mw1xqQ9KSmLJhHDkmVL0bhPDwEAzTtxVP9Zh/v8++JcTLC/hMvbfOfJ2zvODpVx4CNY3LNdIdJ0XjJYoEJdiniOrby8AL51mBhrtsXUG7sH3Oh9ifM0i2PBTsYR88WsInd8Xx9ycVMdlmZwjEoSu9U/dmTz1viE6efPz8GX/Hj8Msh3zJ8nvQQA2DvgBqDJ91HUmcWMVAZd8hwqTZZM/Pl0E46nii9627EmtFmC74lDZaI3sOCeDfqPSaLJ0rP4ZaoZZ6+4EwDgcoltWtobwDEqKAx+nkEUDfU+0UzDq5GNMX1spGiYQqwcJI7RyR8NaKv1jVcjOymofg11M2iXxybaEyMs+Lg1xR0nGKEoCp9dXYivrg0fC5mhKazvT4PmrLBp5B29dtnF9+jXlB5/c4l/Z+95S1JH8GpkpYKqIkUaNZ+XcVTNSvFNVquLzgvbXwDgXdt87crEeI0HQ2ZgJjoqeBbiR0qjEtrG3SG3+8N2ZLcWB7pGO6qLgkNjbtdMgsNQKLNH5FAAnh34LMorpPeSQDGoLJKPwZsI9tlP4vKCXJxdVIBXU01opGlQXHzJXQDAEcaJMyNSLdavADIS3YDhh8UXq6oluuxMLlVvCIq8sHVqFdIZ3ZVrmKAltI6gLY0QKAYaV/gZIEMBV/FzcVLh08LZ6yJPE/wY9S4AgKcV4GkFmgo7Ni3I0LI4LmTiOafP3speGZzKmBM4SYiitJ2v4p81+VDam5FZtyXiPvqTa2ABUHD6Tya48MkFarNHo7poGqzqdPC0EprM6BMZeFAwFJ47XxrJY+X8erS8+ZWkzNHWAo5RgVFLP9zpvUSN0tAr4wuo3zdDBQE0Hjwtr8Vhbrvd+7fZHTJKpUmehvESx5O4pEVAVUY7GM4O68lW6Gx6QOBAGXyC/rHCc6A9uc4ryFJJFGSH5WrQT12H3zzAIrVJjIftcvCwtTWLDncqHvlDNMgbKtqqUlUm8f9O0siedF4Ci9I3oTm4tNn7t5xsZGo5BNadUpR3ifsJMh9dRa5oJ/pBbvilYY2CBhNBMH5BoNBuKIZVk4nGqmBBwWmuxWtMKtQ/GnHtIgZHoIA5bVDgQcT/GennT6cNWFFRBI+51q/ME785HJsKfQkurE/N77C+8dhPYOyRJQVR6aXP89HSS8A4Q2vAT+RPRMHGf4TcLiXgWkRowhYJ7Cl5nxAKFMwZwwAAuurYsnJyDIV8TT765pageN+dkm1HeoXX+MdDY0BqYArAoC/OhuHkqriOyxERLSLIKHURJao13r8dCj0+nedCnx9nR3UMh6rj2etajVRo3Tb4D3DufTOqdgR7GwSaAUeF13R6nCM+1PmW3I6sCJ+y1J/9i8TQR/XuDF2jVRM63EevFG/hD7hpULWtBADYnwu2o/t+xyN4cO+DsDTuQvbO13A/k4frVvBgORvU9sag+pHwxqV5eP/KAknZz68F5EIMYSO49qzH4VJoUagdElPbHvplqDDGaoPF4dM6bbONhdDc7P0ttDUBFA1WI9XglF9owuQ5WRIzg1iZ0d8ArSCg7PAXQdtOpw0E9YKYtMIGURNLs8l79eSZtLjQPg+NKQDHqHDiuAaCUwnG1Y6hV6VL6vJHdoqCrMDL2kQmEsptQ11SKdrq2Wra4DCLggejUqD3RAMKh4h1qNYSAH4JEZLct9I0HZS8z+zI1OxnS8+7wAYs2R/qfRVQf1jc7NXIBgs714woxAeFTjxzUcfay0ho3/842vXiM9e8Pdic6NSJfZjyoQaF7jm3fWEmMva+K6njGVMmIGQWlyJdjm5VBz8Xqijv2w05viWXzamzwlcWOBStfxT5m54MXw9AxSXyWdhyGzeE3c9SH6EdOCe13U/Z91WIitGjCKFHUTkppB4V22EaduGK/Bzs8rMNpx0df0s4v3TND9wss4qRpDS4rKNZ8tszDcg48HFQ3WjgEpRY4UyHCLJdxFlGn+CxevzTAIDGQ4lPxNBGSz8uzan98HH9NyFqy+NsawFPMTCZo38JNNR3rLXwh6do7Bn4WwBAFpffQW0fbdBid5Y4i98++M6g7e+7RG236pc/InP/B7j9Q7Gco5Vo0sf2GFAUhVQNgzePSTUM1A6fpzTnCG8jWLffEVPb/rxeU4f/G71dUnZ03re+PphFxweFLnmJPm4bmYZP6MF4Z9IvQduOlFwM+pc1AM97vyPJXMavbHaiBukocGsK7ZwKdqoINN8OnYbB5DlZOKA4CcZlg+3Tb0DxNCjBFVcs1kjQulOxfTRRnOzYa1rhcAfnpzXi6oNKT4NxmdGmLwBjqQflXuJNdupQrYIGw5z0/va326UEBSjejqFXpmL8bb4lfePqRwH4lszlhk/JUFgwIx8mdYLsjwWfcHmsOvh+TjtthkOhx4m8CVg5/l8AgK379WCt9X7HkDctGDNaOqlklcFxy+ko75E8pXQyzjtCaDZ5F3K3vQgAMJ4KfoYCYVXy7ywXF36cV50cLfkd6mz2ZEo1iYu/H9ZhnyIllD9afksp2hp3QFe3Ba2CAweVSszKz8H7RnGCFYk2mWXCC+oDvzgn6v5GQlrABH6PSuyHKkKb5FCYzeFNihJhvnAmQATZLkLFSAWYZVPmo2ZTfEu8kbKBi06gsXMOgKLRmp3bceVoEQSULxqPdPfMdcXkV7ybsvtFFg5p4cwCFKUokFHop1ldu1ZSp+Ioj8I6Adfn+T5OAijY1Wloy5wYxwkAm2wT8Oaoe7y/m1/90vu3xSr2iULsYbY6ol5Ig1lDYdKqP3nLTuT57Bpd7ned0iCvxUkU6Q3DsafQd18znKgWazMWY0f57TDOvRSUSxREmA5su+PhhQvEa/yHphZvaDSbsg8gmL3L16NHF4Jj1eDq0wCeASUk3wNYj3Pwxqla7CkQBdq6Pe1wuTN3KdyOghRFQWU7gXZ9ATRbP/eFaE3ym/rcMj12pfb2/m5y+N0rggKU4ERKrgKsigatFFdmahrF95XgdvZKutoYwHtX5CP/xOKQ211UBlaPfxr7+86CS6HDpuF/RpPAQtXq58jlmRwwUiFBpZX+Tg10GHLDI/J75cZ+oyS/tYcPy9Yr/3wy0v0cnTQNOyM6fvnF0mfa6ZJeA1XAJP1Q9p+gMIsTFpWTA8PLS5VHRklDH3Js9JknQ0GFMFM4nV6BRXo9Ctc9BF3rIVy3nMPkHTz+ozbhE4M+IgHfX0jOUgY7INB8x/4TsRD4Nvu9WxPP2pvERAkxklYVfmJyeE3k2a/OZIgg20WomOD1FYFKjtf09xqp0Pz02zwajkceiqT55CHwtAIOvuNMOr3TxJlonvZf3jI5ByQvnNi33B3/Dgo1YsyJbMlbr2JgdvIQWN9ymPCp1Pv1bwt5PPcWh0/nuXCdIC5NLp/ybwAAw8YXdukTbipcrO8cd5X7ohPY2htB8RyU6n0YcXUqeo2XOjkNPD9+7/0/OX8PALj2Ly785yzRsYxnlD6vcncKVpXRFHdb4ciiWgCKQp+DopMeN8AXF7QhYwjMxzVgnBpQvANx+Nd1SJ90FRbOLMAHtisxYtNfvOUCfJrzPiWiAHC49FIwPC2J55os3tLcjLnNz6LeJF6X0+YUb4IIpc4Xjmx3EY/6zGFo3vgF4I6oECYKT0JQMBRcvAE5NesAAHYmBfZW95i4BVkP+aPFzwa3KQ8U54DACZ3SRwBI17J4+Zxl3t9Om/Q9Stuk79BWYymo2mlQt/iZSrifC0YmKoE/pbkm2fIPB70acX8LDAFh5rjw95mdEgNila34fUTHTy8JiMd8WPo+yZSJD9zvu5kAAH0bBTrEMv/D5TfjkwppJB3X4ehDN8oS5nMwaJUCrKMVrW0KzFgn4M7FPJ59k8M/MsQwc4YTP8vuR/HuVSc/zf9LFS8F1WutTl6s6ED+mimaMQ34X+zpakMJ/R6ObU/+e6snQATZLoKWWV+xatKhbE7Qy8LNXydmYIeKw2Y/Rw6tU4nXj30S8THSTonaAXt7eYd1Hz9HnIm+4pcf+tul80LW55qqULU6Fdu/z8Yut0lBLNw6IhU3tvrs+FaW+QVXD7BTffgTHnal74XP2+JzZKgWxHNeWyTad/G0TwC3tZ2GQDOw2wZDn6lA4TAtJt2ZibwKDYw5CmT2jv/FOmqUL2ah4B9ZYoNoL1fjTgpgTEtOyCsP73DnAwD+PHsVXj/rLhTwTnxi9DmuVBadC57XgRLak76Mr1cxGGTjcPNcn8QsUD7thSZF/OCdyhsPXTsLSojfxKMj1h6z4hTSvWvwnMBCsIr9UKX64sH21Q8U+7uxELQggOKTb/YAAGf17o/5Uz9CvltYOPy9OymDoADgG5+sQnFC61DooW3YDsGtzU62+YOH+lTf87zmzQa0bfE5cdIua1B9h9KIzA1+jlYeuVsRLMhqx/smw4ZA5y83VxT6QkGprdtl63hI1UjbsJlDO78KAGaqC/GOTnxOwy0b06z8WDfqRA1wxuBGDJuZioxe4Sbpoa+XilHBopGakml3hdaER0M44WyPQhTMW6HGoV6Xw6YywWihcN1yDgKA4rUPyu6ntonfzQHTpeElzZTUyfDEmsTEXQ5EbiQX6xMQKzuJ0SPOJIgg24VY1fslv9ePfgTmLR8ktI0JxeLD1O5nK7ty4vPIOhC5bY3TFfmyklHF4KHJmTii9Nm3Tn9bupymMNdA2SYG3B7y882wHNdA2cSgPssXsHvUddG9cCYW6/Cu9WrsT/shaJuqaX9Q2S/jQgvX0SO+bLbnLfeWKBrEZfVT9aJpgUNx3FebotBnsgHDrkqMKUmGXoX/1PhFanB7swjPixrnDKvbXiuJkQIAYO74LPz3ZI3ovU5R2K8uwas39AGmiPfPkV6XwWTRg3V1Tsa9D7lzAQC0wx3yy+ozPfEXupQOFSgkX5C9YoAooJx3eLI3CUKrRfSkVht8k4yKcaK2+FTOWLAuoVPMHgDAwpeg3kTh3fHiak1zreedwYKCT/Oj0onC2Zbhf0LRsnt9YaU6yTHFduoKye+jv/gmS61c8KpRZckF2GXW+gRDr7NXsCA7YkjH2bguKPPZ/VPo+BluE770/m0+1h9MCKelBorG0+9wsGwShTG5JABqyxFQvBX6DN8ELWegbzJckyumcVen0zBmK5CSq8TkOdIldgcH6Go3wKzN8TrOyfH8kOclvy0NHScl0NZvgyZEjF8PdgwMue2c7QKOKFgsU2tRXTQNa8Y+ieVT/g2D+t94y+OMJyMICwDUlp3QpUuXempSpZndlk2ZD1NV8hIjTN9ixPmb1Ch2PzuJi/VACAcRZLsQ3hCcLlb96m4o/e25wsA6IxcINqqkH8M7F0cegsthE4VhRhGZPc7YQqkNbmAigH7fXYm+34vhstpbGbgYleSBTy9VSlJGRspH3DloKPClznS4RLtUs8BjT//ZWDZlPppTytBokiZAOOsmqSd7tDwzPRs7jlZLDLRSFq8AAKid4sczPTt5tkwV2WqcbB+NF2rr8UvVMawvFDUnx/MngVr5Mwxup6dk2qUCQHm2CkPtPoHwvHZxsjK53KclMWuzwLg6x0FhVLEoZDAutwDrkEan4Nzaa6smAxpb8pfofjsiFf+7rgg/O8bh577SZVuNX6QPfZp47x8tvRgKs1o2b3wyyDWKE47DOeK96oRn2VoJ+NmFKtS+z0ZjkxKCq3M1ss5mqd1pE+ULQZh7XL4PHM/4hTf0JEQInth5sn01F4Se2Phrx62ajsPnfTjON8G10RkYKLPU/KfMdFyeKU7+z9kuQACgaT4gczQBSucuSUm/s4NXWugwcYfXLZuO0lX3osXUO6w5W5pKqt3kQcF0NLyjcK+f70TZslvD1hEQOnj28byJ+F6nhZ0OFvaX6sT7M+XYj/I7y1z6hqHBSphIQ5CpWo5A2RbZt9juvidK7U+gt/VRPPM2B51VwHvG6BMQSfD7MKpb5c0q3ltdjazdb4GxJS+JRXeHCLJdSLYh+CVSnzEY+q9ejGj/lNZKZDSEX9oCgK+uLQpaoWjX5cFoiewh1VSLLx69LrYwVa0pvdC8UXyZU5wDm1Uqb0bw1a1pWDnxeVQX+gJkD7owNqckK9T4W7NfasWb7hHLaw6hJucsAMCWYXOxbejd3iqT52QFxWOMlv4ZKnzOTcTOo9Vw0qLQsT1DDKVmqBM/OjpN8h41lqZwv/M2TLNYYeQFZKSIwvyRXjOAV16FSxA1SMkWZNM1DEbb5mNOUzMA4BcmOJxcc2o/WHV9ktoPD78dnopvjp3E/ClvoVr7Ppacu16yvfw8EwDRycSq6BxhkaIoNCAFtnTptVD5rQD7C4QqqxZUJwmyI/I0aNv/GEx2nx23rd4MQAFAKuhzmeLv4xsy4XK6tzHJsfEP5Lnzc6Fsk/+o8zQL1mkBxQC9J/nOw7JtDAy14vX32OwHht/yMHlOFmZcFlpTGQ9WTSY2/DROGkUBALNXgwUvczidOgAuRo339QZk714gc4TI3iNMQNzh0df7Vrh2VkRmfxuIdW0BCjaHXskKPKdQ8Dg75LYDfa9BrVmJ0sPB5+lRxBZueCzI7IICJaupnVV6eVBZGxeZ4qLPj7PR9/trI6r7ZHoq7v9UNMVwsaIip6JSwCq3eYrCLIaKy975GgrXPBDRMUV87wLOIZ/GvmSbGll730bm/vejOG70sNYGUK7OeRdFCxFku5AxhcHRA3aW/w7U3n0d7svxAk6nl6PV0PFSmMdT+39an5Zhw6iHYK/sOHMWAKgdBwEAmWM7dvYKBf3KawCA1v1v4qa8bAwpLQLF2VGwRtT2Hi7zvXDisQd8qd0XeqvNvWym/Dl8fvZ4oSgKf3L+HoNtC7Bo8HMAfNnCXK2iVos1xKf17QgODMps76PE9iG2nvQJ6ismvwIbJnj7mUwoikI9UvG75lbsPFqNd6y+yAn9z41TMxEDmToWV9tfA88I+HbIJgxxSl/CWX6OMLaUzhGuAeDBSZnYp6bRRruXagUOyoD4pHnjxfumzVCY1IgX/hhUNMCrcLz6buzXPwUAqPriAAAFBEq6otOrVNQC1qdMgrJNNN0IpwVMJP0yVDiaWSspa90neuIfKzwHLoUWk+7IQv5gLUomuRNMCDwEs9sEwT2rZ5nYP381+sh9GYY7noCd8vV3U8V96L/4Ml8F3oWbf+IhgML2IXOwr9+1GPWmAQ0U7RWAfFAdpgoHALVaqonUmKTXZuu66DNobRt6N0416ZB2UP67Ubz6z96/yxeNh7Z+m/yBqPDOtfRRFXKPB1+be/7jp3m2BWps5d9thZpC0G1LJGVHbGO9fzP2FlAydtX+qFqOoHj1n8MmNyg8TmHEYakg3atGwAaNGgKAft9dBQDI3P8BUk6uDNueBD8N1Or+oRVJq1tvxLaN2Wi1c2i0JMcUaeB3l6Nk1b1JOXa8EEG2C0lR0VinCl7SbD6gx956W1hv/xabOPtzqEwRtfXN9cXYp5Aa76cvkreZLF80Hmn7PwLHC1h6oBFKm1hPnx5dTNjD2Qu9f9OsKHAbDn2Gu7/kcPMPHPp9PA1cB3H/ouGKAUYs4X1xEneVixmlPslMXvxUHxRaoUMu5WcLW38KBWvFFy5rjH0SEAkX9NGDAwOAQp1C+pHKOL0LGkut/I4J5m+TM1Fi+wglto9w/0Tf/ZLV1yc09pvWeUJtjdPncLFPXRKyHuPoHG0iAAzNUePS42VoUYoTRFBMUHzS4v7iGLWklEFn6RxTDJqiUJTCQuCM2FDmjil77DgAFnyAe3vhMFHbebDPTGjaRKGOVXTGcybyTf+9qNT7IpNs/UkU1BxK6TJ7ZpHYp+2D74Rrz5ei46dXIxv7Nd81QHyeFlU802Hd+8b2xiHlOknZxq9HeG3ZNU37wFM0mk1i+LO6rBEQQOFQk9YrAPmgIGd56a9xBQCNNrwT6brCZzvsNwCUHJBqYNdUzQHz7tvB2k9BgKZFKtz3+vlOWS2pEj6TCZoBUouk34C0NgqMLbj/h/rejj2LROXEoO8uk+mt/Pdya750bDbVzQDndsgd8L8LMejL4HS5/sv0fX6cDUPNWuRv+icU5lOgne0oXzQeWbt9iYX0VqA+wxeH+HjeRJy/NQUKp4CvZJy+yheN90ZgCJfJjRJ8ItrWPi68O/Ih8EKwCcF2y2XYb5uK6z+rxg2fR55Nk3aa0WvZ76CI8PugO72j40pdABFku5jGYkaiKQVEg/TN736IFZXmEHsBdVXBWW06JGDSaleaoDSflJR9u7MG1SvSYH/2E1z2UTX4d97yeuGrowhTdfkAI1xOn/C2edifkHrgExyxqTB+r4ALNgvY/WMWDpUFL/3EylXl4kdsQJEvJSrq6+FwyXuPjrkxcVrSdy4X7duGHvMFQOf++gQcSlEgUWk6TrcbD3eOEc8lU8fg8bOzsaTgS++24wVTYNVmJ7V9D/6rDAMy/YLq+wlqhqzkOp0FYt/7BH5zaASKUoIzJo28VvzIjb89uRMNf7RKGh+23YZlA9aFrKN0m6IIFAM7G15jlEj+fVEu/j7cBbOWgrZ1C2qyx8CmLZKElwOkZirKE+JHUKWWhpZLJtbmyVhSITUvUFQFx171RKcAgMo9OTAd+xEUH78g+/dRM/D62LthUE2OqP5Wg1Tjv2H0w9C4nVCNJ1dhxeRXsHXoPd7tP098Hqd3ykz4KBpyAlugxlWpCH7fOMsOev/mI1QgrLhS+o5sSC9H4349yv9vAtIP+iLf6Orl03yrZex8FfA5pk68IwuDLzVJtvern4Cm9ODvQoupN5ZPeAUrdovPqqrF34k4tNJnl1E6EbRpMnA8f4q0T+YaGI8vR8Z+MVOOUia6BOtoRb/vrsLAr6YDANIP+BQ1PAXsLPd9dw70vQZrxj6JYcfHewXZ8kXjJcfL3vMWTJXfYsD/LoQ2pImg+JztMb0u9l3Rjqq04yHqAkfU16M3FXq7P7nbXsDAr86DtnEXUo9+DeOxpQlNRdyZEEG2i2gsuwrW1H7iMqMyOGPWDeu/R01LaE1Miivy1K+h2D5kDvLfvkGytHLJY3+EuUYNW5MS1wk/4PyDG7Bj8B8ARHeP3zzchO/4MajIcMeTpWjc2/Ap+nzqezkrzXSQ12xggO9oMKrED9Ne+wBvGT1nDoos4ktdn+Oz4RpxTSrUMjbKsZKpY/HN9cV42zXDW+YQNDjYVwxZpupAQ5IIvrm+GO9cXoB+GSrsbJ+Odio56Rg74qHJmXhkSrD2fvKcLEyekwVdWucsQQPimDigwFvOmdhZF+zAo0tjMXlOFlhl578Ktc4svD72brw+9u6w9SyGoZ3TITepKsBS+TuY/SZfLkXww29PETVJx6ziZEBnSm54N38uzZ8Me/3ZOGz0LXPbNm6H2noCSqcvGYr/BEp1KhPZO1/zvcjiMLVhaBofj/gY/zzr4ojq3zJheFBZyhrRQcd05OugbTyjROkJ8Z6UCkBUROF6FcrgZ6ysT/TmM9dPktpzuhR6bHNnTszd/jJ0tRtAO9uRvfN12ClgsU6LSpb1WlT3XvpbsDZp2m5BRuhkVb6zOtD3ajgVoSdFXP1k8C6gz483eMsoABTkTS4G5UwKKjuVcxZ4P0e3ft9diaJ1DyNn56uiU2AEMd0Zzgq6A4fr4TVXY5NGjcMBZjeNNA11y2EUuNMR5259XvYD69HI1hgrcWeJOO7Le3+IQ4Z3Q7b5k+ovKF80Hv2+uRTgXShfNB4F6/+O8kXjkbH/Q+hPrcGgRROQfmiRdx9T1XcoWv8IDCdXQtO4F7QztBKtO0IE2S6ituL3sGQOQ4qawftXBjsWOJQGtHzzvaRs6ZF2ONzBx9fulM8QE44Z/Q34NiA5wvFV6Rj05TT8dKAp6EG67quAUFZRCLI0RcEJFj+4fC/wx54Xb7dWQzGO5U+BACpIkE0rjs/U4I0ZeZhvv8n7u0VfiqJW0as5rVchsvurQdGAPiM5WkEODL4a+DIAYOPIB6CwieenidOhLFo+uKoArxmTH1JKjrGFWowu6Lxl5ki5foipq7vg5aZhJtQ1h3Z6AYAB54mCIaPs/FiSqVRvrOzty6TkkllQ6HWWqBlLPS1OHPUZybUD9+emoVn4+9DZWJftm9Dzx3ZDoBTgA9JyeybHFm0OqNZGbxzTTkhE5mVkXrB2ta2yCQO+uRgWWj68YWXxdNQJ0k4KoKWxokMglwI6Pzf668PICHSNab7wWaWr7kXBxn9AoFk8oc7A6ZWpuDw3F8NLi2B2TxR6Lbtdsr/c3RxoXiCEuTj7+l+PquXivac/tUasH0bAv/usTCwY8ydJmUWXg6Ml8okK+vw4WxJ5YZ9SgamF+bDITHxK3NkUjc7QIcU0NgqXFfgia+xRKjC5uABr1D7lhqblEAyngp25aHdCFBctoL+hPwDAwVrxU/lW2ba+X3095td8gfk1X+B4cy/viqvJHekhZ+erKPnlPlABH3Ol27SgeO2DKFt2K0p//iPKfrwRjL0ZJb/8GUZrNf6Zlorbc6IzL+wsiCDbDUjVMDhm3CAp+2XcPPxh25fij5YWVNab8cKa01i4sxkAcPFRcVmj4PgyRMqtI1KxWyXV0gkA9i7Mw/QHbwf921sAAAfLrkB9egUAwOmXmlCpi/52+QDjvH/blUacyh6DTSP+goN9ZmL55Je92/pNM2DktWlxOySlqBhY4Pvqbhk2F1breQAAU54a/acZMekPocO/xMu0Mh20zb70jk6FuKyUSO1vJJjUDL6ZXYz2/qImoF8XOFt1F766tgivXZKHsrTE2WPHy1WDUmBuHwJT5dWw7X1ctk5WXzXG3JiOcbd0ntmDh0emZGBPli/RAKMMnhQVuFO4HuklrkJo0pKbAtkfiqIwOEcNG+dz3DnUPAECxSJA9vNOjncNuhVb6wzQOZs7rZ8eWJrCpyVfSsqO7yzCqQ0pWEnJp/4+WnoJTn8ipltm7B67SCpkHoO0QeFXfZQ6BrxwMmydSLE1s169B2utR3vGUKTtUGHUQQFlp4C80wImFhTATFFQWmrAWhu8+woyyYD6T5Nq81tSysK2X+sUQyhqT+8Cx3W88lRhKkfOKWnacqs6HafsfWHlQ78bzRSFZ9JS0cAyOMayaKMoSfwObeMuMI5WUEJoxciNG/4IpTsW+zGWxQOZ4vN8NEBrXrzmr2hobgXvr1ByC/QuBkhXpOOynMvCnueh3ld6/95jnYa+388KWx8AdimVeC1gNUXTvB+alkPI2f4KjLXrMaT6HXycYsBaTeJSFScSIsh2Ey75zQVBZTZ1KvDIo2BuuRVZr4tCn9khzsZz1PVgXFaobc0Rt+EREl8x+kwJlk+Zj2NueyGqrQ02lQnHCs/Bzorfw6zJwqYR93vrys3yI2jV+9cv4+Zh74Ab/Db5br+c/pqELDnrlDQACn1S3/GWtbo90lVJDIHlYc6YdGy3TPX+Nuvzw9ROPhdNS8PkOVnI6dc9X0CdAUNTKEzpXLvcSBhXqMUx6zA4EVrAVhuYGJ+7+CgxKWGp+h1+LhVtBk+UlwbVURulkzNW3bmTNQD45/hxeP0s0TSjLnMUXKw+SJD1nxwr1mcDoACB75Rsaf6cX/Ybye8dFXfgYOtY1J4+FmIPwOkO5TTgfxeLzmEUHXJhbNAkUSAbfJkp5PFUY6O3gazW1gSV7VvWG0crxeV/bdM+nKpciPG7BZg1WXjiAw4vvsHhtiU8PjHq0UZR6L94hld7yrPBGuVo7/HNw+/DypbrkbXvPfT9yfNNCX1ufyr7EyiH1IbaqdTj86an8UmNvOPb53odziopxAaNOEFoYmiMKynEg5lSzfaAry8Ib+6hKMP5e8VQhBcW5qGa0SC1XQ8Zax1kfP0ivlnV7P1t0YgaUI4WQFEUrs6/GqXa4GdRjkCtayAWisJl+TmYlZ+DV1NN3nIBQJM7nnJqtRjxQWM9InOE7gMRZLsJKWoGaVn/kZStPesJMHvEpAmG7VtAC7z31jx5SguBYlCVFb0dpC3gqh/sMxPLpogpHNeM9TnErB/zKKya2JcSRueLwlMrk7xkAKH4tzAqqEzdCcv7LE1BII8VIQL+PCEDF/TR4+OZyYlZGi+8Ixt7czbg9bF3Iz+9Y21rVwjcBSlKtB14zPubZ5QQZPqhzxQnyS0pvcEJdIc57JPBRf2CbYh3lv8OBRt9K0jppUpMutP3zv1l7JN4OF20QVa3HILHGlQOmqEweU4WUgtCT4zGjRwWdb8vvCpYO/rLuHn4kbve+/s9nRFtaRPEb4ZaFPSm7BTwQloq7sgRV8BKfrkPurrN0DnFMFJpxVLFxfCZwVnSzropHRWXyt97O61XYu/CPGjaKmHVDgLrNIU8B5ZmcWiS1Ea4KVVcqjfTWfjUoPeaQgDAWrUKjwYIrLflig6zS2SiEEw6EH7Fq+h0Cn7RqEHzAv644i+4eueTeCIjDdtUSggAWrlMbDdfjJ9bf4+UHU68vng/Ns//2Lvawftd8ny1qBxp0IZ36jpqH4NDraODyncrFagoLcLVeTk4rPTdK6cYBtUsi2/0WkwqLkCNX1zo7u4CRr643Yi/qYYGlW0dPMd7E02r2og11RZYHDx0lUoINANdlGaQb87IC7nNxSTWIemhyeILeaE2/G2mTUusgPn25fnYgeCXb2fZxC26ugDvGrpn4GhC90HJULhzTDoMqs7XZEbC/64rQtu+f8B89E6MzJRf6h1xdWLSLMfD/AtLJL81bcEhDYdeKfazMW0g9MeVQAjHoGSTcW4bWhRSByGVqx8AQG09hfKLTBJNMc8ocd188b3c+6ebIVA0BLpzP9vpRh1KZgYLky79dLzhThurOKD2hp9ae9bjqCyajmVT5mNQlQbb1T5BvXTlXfCIRWxAghZDdvCqiUrPIK1IBc4o73y0t++1cLjE8WlN6SVbx0P5WeeE3LbQnoo7szPhUQt9q9dBb0/F4JOTobYHi3ETivJRUVrktZs9kXd12LZdqgKs3JuOd180eCPInLf/t/hdRl/8ve0lvF//Bla33eKtf+3/nsbo5b7wcryfOcatxaL97qIhz6AdP4Vt93vLA6i0jYQgUOBdFAQBuCZfNGWpDEiacV5RPi4qzMMOlXi9GgPiLE/cyWPyjq55bjqCCLLdCA1XhlMGqRNXU9oAb/ire7d9ho8XzsXL/7cEHK2AQDGoz5a3rwpFtp7FRX312KmrC9q2cuJzIfdrLa+Mqh1AXNJd+JtCtDDh53MjZ6WF3R4tWTpxpv9T6n5JeWctJSoZCvWMgI/1YtSJNTKxggmE7g5FUVg4sxRPTBiBlBBmA/rMrjfZKDYp8b++PlOi04aKoDoMKz77J/MmQOnqGo0sAKhZYORl0nf2/v5iCm+bxlfea5zPa5+jFThKebSXVIdLxsmgOFs+fKBpiQFVLIubf+IlTmBHel0KALjnG9Ee1F/8YQQx2kXZ+GCHUD0rH8+0oEjeUe1U3nj83+FHZLcFUpSZgXruj7Lbnvwvh1kfsngp1YQr8nPwpUGPi3Zfh3FVV+DdFwSktknHvMWtrbw5NyviKVGh/V7JimevxiG4YfMTyDIHpznePvAJ8H6alxvzrvD+raJV+GD4BwCArwZ/22G7i5sfwr/a/4H9i3JxX5Nv9YfmBbCu4Hvpa7fG+er8XNyTlQEnxOv3x2/4qFLbdyZEkO1G/HfGAHxV/nJQ+c+TXsSyKfPBu19mD/3f29g65C4AgMLP2SESKIrCHaPT8QsTXaic8ydFvyQFAPpQYY2GyccYTRRXDjRiq9BxHvRkcU4ej+Msj2dMVtx0TfKcywiEZKJX0hiSE96++qyb0jHq+sRORqNlVvkfvH9rh4aPZ3uwz0ywrs43d/KQk6kCleUTIDi3Qy3tt9JeONwn5P086UXYPs6CADFqQTsfn9OiTenTCAtRaKY5GSetguYyvFifD4dCPlZ3fcZQ9D8m4KHMdK+TFOXOVqXQBvtEVOTKx0fP6i1qXUvGBLfTmDIgqCwUdefMkS1fPukl5DTr8W6KAQeVSlC8gF414ti4WA2efzsDF27ggyL77FGpMLUoMj+IjhzY/OFpBVZMfsX7W81IhX6GYjDUUIE2HYei6h8Cdw9Cbx6IrUP+iLF7eWS0F0BnN2Heuxzee0GFcXt4fDrPhdlLOVC8AIufxn+pTotXU1MwO69z4pDHChFkuxEKhsLvMl8IuX3d6IcBiKFGPMsotsLI8lsH0ibzUgrbNzo+zctJRvrCnDw+BUwqnbTUpTcOMyXluJFyaTGPL64pwOezipBr6HqtFYGQLFR6BlpT58UGlmNEngGO81RYYmjChNHyq1QjrvEJ20pH/HG442HSb4IFg7IJ0nehLl2qBd+kVgEUBZaN77M98XqfeZkrP/J4oam5wQL01mH3YvTJ27BxxF9l96kumoZHPlbgO40Ww0tFxQLvtvGlZEwklBfJh6QzFSgxeU4WikZqsapkkWydSPhD+USs0AenehVoFqvHP40bV45CilnAJ09z3jizq8f/C+tHP4JZq/R46t1gn5RGphN8L5jg5+svfcQYv+qW8OYFHppS+8OeOgdX7bwPs7c8BgUzEasmPIMbVooRIC7ZIKAkeKEWdQyDo0z3/oYRQbabMbEwEx8M/7vsNpsmE6fTBkpi7HFcbMtMJakKPGPqnIxBfx6fga90vuQOy9Xi3HzCdRnITpI3vSfl50fu5f0qtvOTAzA0BWUXOMAQCL9Gzu2bgnk39gMdwoZUn+ETBtoNXbda4yFvrFTLllcufRcOu8oneJu1OXjRmglKoKCMM4qcVqvGrrKlAIDM0ZE7WQw8z4jSs3RQG6Tj25g+CHZ1aI38yonP4eN/cUhrFbBYp0UbTbsjMMi8G1nWG24ub1CwOQNFUbhwwlkR91mOjawG8ws2yG5TK2fj2XeL0JjaDy3ulMEefhn7JHrVAIMqw2uxJ96RmXB/DEZGkURRFEq1pbj/5shN15rSfNrrA32vEctMfXA6NbRW+2uDHkYL0GIokZg7dCe6Z69+xTAUg3ZVE5b1/kB2+/bBd2J7hW8ZLZ2NLcbkSxeIGoHnUqwwq44GbWfLxNSC+zLXIeOSFTG14WFKqQ7tNPCV1o4NKidundk5QZX/d10RTrA8XjZa8am+a5IDEAgEghx9RoQ3gfBPA7x+9N/w8Cc8BIqGri1+BcRt06+E9TdbMDivf8T7qPQMikbqgzYhlAAAHcNJREFUMObG6L85Zm0ORh0U8NesDBxjlQjnB6/Q0BhyuQllE+XN34abhqM9JXxGrXCMK9LC0h5sR+1hR/nt2OY23ZNA0XAo9HjwMw1ene+C0Rx8DgMmKUAzFCbekdhvnIKWn738c8A/8cyw52E6NgdNzvtiOnZV8fnYPmQONg+9Fzmt8gItI2iwecR9EnOH7gQRZLsh95Teg3pddcjt/rOqzMzYgpBTFIUMlQCeAl5T58Ba4LPNzapgMf6CCRhzhxHjLijFoOLfhDlSZLx5WR4OKHn8rHGhIKVzAtNTFIUCIws7DXzym8JOaZNAIHRfJt2ZidRCBYZ3g2gLAKAxhV+W9heImlPKwDFKGEaOiLtdJa3E+Vnnx+yfMPLa0BpYY64CuQHJGfb1nYVbfuAxfTOP7CagI8s2U74SNBu6b2fPyg1K7czkNIWoLeWBiRn457TQNp9OZWj/kdXjn8aqCf9CRivw5su+VT7BLiZbyBos3lcURaH0LHm74VigNaEzJWarsvHUbxh8OtGOzMrYhFkAaDH1xpDTd+Bvnw3C3MWT8dHTLu82rT1x55IMiCDbDRmTNgZNWnnvzUDieVjuG8KhX7oSAgVcOnAMLkt7GCN7rcWAye64hYwaFcbQM9doyNF3jY3Na5fk4ctri9yJEggEwq8ZiqIweEYqDN0g2gIAjL4+HcNmpqLiEnmFhH9s3i3D5oJnVEjJ7VrHOgDQpbGyQnjFpSZUXJKCvlONknC3Labe4GgWt/zAo/cpCvGGP9OwwSZpTO/ItLSerHBOQ3xmX2ZtDm7a8E8oXRoU17ZBY5EamBaN1CGnd2LsZ2m2Y+WPQFF4Ylb8K4/1BbfDknYFTuRPQ79jYv+v3XhN3MdNJuTr3o0JnHHKEY/Hv5oBnpmejW+uL4aj7yWwn3sH9NPPj/l4HfHShbmdrhmlKAosTexUCQRC98SYrUBasXx4KwAYeL5UQ6juJqmWR10XLFCnFSnBupUGY26Qhsz6edJLEEBBoBIT/uydoe/guH+IRSY64XjK9enIuCo2Z+M1Yx7D+tF/g5rT4dKds3Aqdxys2uDoNP3Olw8bpnQFZ0sLB6vofGfKw2WXY+rx5/HvNyu8qda7K0SQ7aa8NfQtye/3hwfHylvc5+2EtmnJHAaBCf1CjZeyNCXRjBIIBEIUZPaWLtMHpgbuKiiK8jpmAUBqkVTAVhsYjLlRKsgtn/JvHOwzEzwTvzCuZtQYf0mx97deFZ3jMMvQGJSjiSmOuU3jO+8M2xA4FeHtnf0Zd2sG9l2xGd/2+3dE9d8fchdYNvw1n5k3EwBwafalWDjkn/ip5NGI+9MRuwbd2uWp1juia2OmEEKiZbQo4GlUpu5ESVMFzKqWoDqXFs7ugp4RCAQCoTMZNjMVWz8TbUDZbqQMUGhojL4hHQo1JXFO86A2MMjopULDEbvM3vFTYixCyRyA4zhUVrbFdAxduhgpYc1bDQnuncjgy0zY8WWz97dCTYOhGFSnHcTejJ8woGEaAEBtbfAKyNk1G1CbI6aXNWspMFR4U5grcq/AFblXgBd4jE4dDZPChF1vdH6knq6i+zwRhCCeGfUhfuj7Nt4a/RcAwA9+2WsAYGhW9w5STCAQCIT4MWYrMHJWWkhb2q5EY2TAKumQZm6DLkx+n+NNqqPQ0AnPMOkhtSBY+3xV3lWYmTcTq8oW49PBT8E03orvyx5Ho2o7AGDQvvdgt72DIyk/AgAoZWQmEDRFo0xXhnRlOgbPMCXsHDzoLMERjroD3VaQnT9/PkpKSqBWqzFmzBhs2CAf983DZ599hv79+0OtVqOiogLffttx6raewL197oWTEWezR9K3ecvVvRuDAmYTCAQC4cxEl86GtaXtznSGMBsvunQWY2/J8GmWKaD84hSUX5SCiXdmImNU7DHPyybqoU5hMNptN6xltLgi9wq8MPgFPDT6zxgyrBhzLn4VXwz5EJ8N/hd+8wCLd6Zuww8DvwEAaOjo204tFAXorL4qFI7wRT1YqLNjvjG2EG7Z3PGY9ks23VKQ/eSTTzB37lw8+uij2LJlC4YMGYLp06ejrk4m7QSANWvWYNasWbjllluwdetWXHbZZbjsssuwa9euTu554hlpGolhKWJ62JVCBYrOWo1PBz+NinOLkpLalUAgEAiERJLRS4Xyi3zCrDateyphlBoaE36XiclzsjD5ziykl6iQXqoCTVEYNMaA/MGxCbMFQ7QYMzsdmgD75ixVFvLUYqa1NGUa3hq5AKd1JyR1flf8O7B0bFagk+dkYcB5Keg1Vo/Jc7Iw6ro0HFPwsNDiNg+f6SIz/Ug1dE4SpWjploLs888/j9tuuw0333wzBg4ciNdffx1arRZvvy3v3PTSSy/h/PPPx3333YcBAwbgiSeewPDhw/Hvf0dmTN3d+XPZn/Hh8A9xYuSDKB15BeZPeg5aJnRcOQKBQCAQuhPppT5tcnkP0NDKkT8kOZkoPcilgp+SMSVhx9emsrhvfAauGuSLhFFH86hU8GiY2LEDnvbW+GPKJ4NuJ8g6HA5s3rwZ06ZN85bRNI1p06Zh7dq1svusXbtWUh8Apk+fHrJ+T4OmaNDdNDUcgUAgEAiRMOiiFLAqChpTz/Qz16SwGH97BlhV8Gpov2mxhfIK5D+D/4MH+jyAyemTkafKS8gx/ZlcqsNNw3wJQXKNonB75RATSsb4wmzpjcHOYrS6e4R+C6Tb3U0NDQ3gOA7Z2VJHpuzsbOzbt092n5qaGtn6NTWhY7XZ7XbY7T51emtrKwCA53nwfHzBmnsCnnP8NZxrZ0PGNrmQ8U0eZGyTBxlbIK1YgbG3pCd8DDpzbGkWGHihETu+kEYSUunphLSvZ/Qo15ejXF8OIPnnVFyuQX6xBjzPo2C4GrkVKrBKGg4zj/XvNQIADBktGHRZSafeu9G01e0E2c5i3rx5eOyxx4LKq6qqoNX+epbtq6qquroLZyxkbJMLGd/kQcY2eZCxTR6dObZpQ1nQSgGW4wpQrIBG+3E0dk+n/pAUXAA40IajIfptKBM1sCl9aRw/Ud2JPQMsFkvEdbudIJuRkQGGYVBbK03RWltbi5ycHNl9cnJyoqoPAA888ADmzp3r/d3a2orCwkIUFxdDr488uHFPhed5VFVVobi4GDRNzBYSCRnb5ELGN3mQsU0eZGyTR5eMban7/5Gd01yXUNp19217e2Qph4FuKMgqlUqMGDECS5cuxWWXXQZAHMilS5dizpw5svuMHTsWS5cuxT333OMt+/HHHzF27NiQ7ahUKqhUwaFMaJr+Vb1kfm3n25mQsU0uZHyTBxnb5EHGNnmQsU0enT220bTV7QRZAJg7dy5uvPFGjBw5EqNHj8aLL74Is9mMm2++GQBwww03ID8/H/PmzQMA3H333Zg8eTKee+45XHTRRVi4cCE2bdqEN954oytPg0AgEAgEAoGQRLqlIHv11Vejvr4ejzzyCGpqajB06FAsWbLE69BVXV0tkdbHjRuHjz76CA8//DAefPBB9OnTB19++SXKy8u76hQIBAKBQCAQCEmmWwqyADBnzpyQpgQrVqwIKps5cyZmzpyZ5F4RCAQCgUAgELoLxJiEQCAQCAQCgdAjIYIsgUAgEAgEAqFHQgRZAoFAIBAIBEKPhAiyBAKBQCAQCIQeCRFkCQQCgUAgEAg9EiLIEggEAoFAIBB6JESQJRAIBAKBQCD0SLptHNnORhAEAIDZbO7innQOPM/DYrGgvb2dpPRLMGRskwsZ3+RBxjZ5kLFNHmRsk0dXja1HFvPIZuEggqybtrY2AMC0adO6uCcEAoFAIBAIhLa2NqSkpIStQwmRiLu/Aniex8mTJ2EwGEBRVFd3J+m0traisLAQx44dg9Fo7OrunFGQsU0uZHyTBxnb5EHGNnmQsU0eXTW2giCgra0NeXl5HWqCiUbWDU3TKCgo6OpudDpGo5E8+EmCjG1yIeObPMjYJg8ytsmDjG3y6Iqx7UgT64EYkxAIBAKBQCAQeiREkCUQCAQCgUAg9EiIIPsrRaVS4dFHH4VKperqrpxxkLFNLmR8kwcZ2+RBxjZ5kLFNHj1hbImzF4FAIBAIBAKhR0I0sgQCgUAgEAiEHgkRZAkEAoFAIBAIPRIiyBIIBAKBQCAQeiREkD2DmD9/PkpKSqBWqzFmzBhs2LAhZN3PP/8cI0eOhMlkgk6nw9ChQ/H+++97tzudTtx///2oqKiATqdDXl4ebrjhBpw8ebIzTqXbkcixDeT3v/89KIrCiy++mISed3+SMbZ79+7FpZdeipSUFOh0OowaNQrV1dXJPI1uSaLHtr29HXPmzEFBQQE0Gg0GDhyI119/Pdmn0S2JZmz9WbhwISiKwmWXXSYpFwQBjzzyCHJzc6HRaDBt2jQcPHgwCT3v/iRybMm3TEqi71t/uuxbJhDOCBYuXCgolUrh7bffFnbv3i3cdtttgslkEmpra2XrL1++XPj888+FPXv2CIcOHRJefPFFgWEYYcmSJYIgCEJzc7Mwbdo04ZNPPhH27dsnrF27Vhg9erQwYsSIzjytbkGix9afzz//XBgyZIiQl5cnvPDCC0k+k+5HMsb20KFDQlpamnDfffcJW7ZsEQ4dOiR89dVXIY95ppKMsb3tttuEsrIyYfny5cLRo0eF//znPwLDMMJXX33VWafVLYh2bD0cPXpUyM/PFyZOnCjMmDFDsu2pp54SUlJShC+//FLYvn27cOmllwqlpaWC1WpN4pl0PxI9tuRb5iMZ962HrvyWEUH2DGH06NHCnXfe6f3NcZyQl5cnzJs3L+JjDBs2THj44YdDbt+wYYMAQKiqqoqrrz2NZI3t8ePHhfz8fGHXrl1CcXHxr1KQTcbYXn311cL111+f0H72RJIxtoMGDRIef/xxSZ3hw4cLDz30UPwd7kHEMrYul0sYN26c8Oabbwo33nijRCDgeV7IyckRnnnmGW9Zc3OzoFKphI8//jgp59BdSfTYykG+ZSKJGtuu/pYR04IzAIfDgc2bN2PatGneMpqmMW3aNKxdu7bD/QVBwNKlS7F//35MmjQpZL2WlhZQFAWTyZSIbvcIkjW2PM9j9uzZuO+++zBo0KCk9L27k4yx5XkeixcvRt++fTF9+nRkZWVhzJgx+PLLL5N1Gt2SZN2348aNw9dff40TJ05AEAQsX74cBw4cwHnnnZeU8+iOxDq2jz/+OLKysnDLLbcEbTt69Chqamokx0xJScGYMWMiul5nCskYWznIt0wkEWPbHb5lbJe0SkgoDQ0N4DgO2dnZkvLs7Gzs27cv5H4tLS3Iz8+H3W4HwzB49dVXce6558rWtdlsuP/++zFr1qxfVS7rZI3t008/DZZlcddddyWt792dZIxtXV0d2tvb8dRTT+Ef//gHnn76aSxZsgRXXHEFli9fjsmTJyf1nLoLybpvX3nlFdx+++0oKCgAy7KgaRoLFiwIOwE+04hlbFevXo233noL27Ztk91eU1PjPUbgMT3bfg0kY2wDId+yxI5td/iWEUH2V4zBYMC2bdvQ3t6OpUuXYu7cuejVqxemTJkiqed0OvGb3/wGgiDgtdde65rO9jDCje3mzZvx0ksvYcuWLaAoqqu72uMIN7Y8zwMAZsyYgXvvvRcAMHToUKxZswavv/76r0aQjZWO3gmvvPIK1q1bh6+//hrFxcVYuXIl7rzzTuTl5Uk0PQQfbW1tmD17NhYsWICMjIyu7s4ZRbRjS75lkRPJ2HaXbxkRZM8AMjIywDAMamtrJeW1tbXIyckJuR9N0+jduzcA8WO/d+9ezJs3TyLIeh78qqoqLFu27Fc1gwWSM7arVq1CXV0dioqKvPU5jsOf/vQnvPjii6isrEzKuXQ3kjG2GRkZYFkWAwcOlOwzYMAArF69OvEn0U1JxtharVY8+OCD+OKLL3DRRRcBAAYPHoxt27bh2Wef/dUIstGO7eHDh1FZWYlLLrnEW+aZcLEsi/3793v3q62tRW5uruSYQ4cOTcJZdE+SMbZlZWUAyLcsGWPbXb5lxEb2DECpVGLEiBFYunSpt4zneSxduhRjx46N+Dg8z8Nut3t/ex78gwcP4qeffkJ6enpC+90TSMbYzp49Gzt27MC2bdu8//Ly8nDffffh+++/T/g5dFeSMbZKpRKjRo3C/v37JXUOHDiA4uLixHS8B5CMsXU6nXA6naBp6WeDYRjvB+7XQLRj279/f+zcuVPyvF966aWYOnUqtm3bhsLCQpSWliInJ0dyzNbWVqxfvz6q69XTScbYAuRbBiRnbLvNt6xTXcsISWPhwoWCSqUS3n33XWHPnj3C7bffLphMJqGmpkYQBEGYPXu28Ne//tVb/5///Kfwww8/CIcPHxb27NkjPPvsswLLssKCBQsEQRAEh8MhXHrppUJBQYGwbds24dSpU95/dru9S86xq0j02Mrxa41akIyx/fzzzwWFQiG88cYbwsGDB4VXXnlFYBhGWLVqVaefX1eSjLGdPHmyMGjQIGH58uXCkSNHhHfeeUdQq9XCq6++2unn15VEO7aByHl/P/XUU4LJZBK++uorYceOHcKMGTN+teG3Ejm25FvmIxn3bSBd8S0jpgVnCFdffTXq6+vxyCOPoKamBkOHDsWSJUu8ht3V1dUSTYrZbMYf/vAHHD9+HBqNBv3798cHH3yAq6++GgBw4sQJfP311wAQtLS1fPnyIDvaM5lEjy3BRzLG9vLLL8frr7+OefPm4a677kK/fv3wf//3f5gwYUKnn19XkoyxXbhwIR544AFcd911aGxsRHFxMZ588kn8/ve/7/Tz60qiHdtI+Mtf/gKz2Yzbb78dzc3NmDBhApYsWQK1Wp2MU+i2JHpsybfMRzLu2+4AJQiC0NWdIBAIBAKBQCAQoqXnid4EAoFAIBAIBAKIIEsgEAgEAoFA6KEQQZZAIBAIBAKB0CMhgiyBQCAQCAQCoUdCBFkCgUAgEAgEQo+ECLIEAoFAIBAIhB4JEWQJBAKBQCAQCD0SIsgSCAQCgUAgEHokRJAlEAgEAoFAIPRIiCBLIBAIBAKBQOiREEGWQCAQupApU6bgnnvu6epueIm1P6dPn0ZWVhYqKysT3qdArrnmGjz33HNJb4dAIHR/iCBLIBDOeF5//XUYDAa4XC5vWXt7OxQKBaZMmSKpu2LFClAUhcOHD3dyLzuXRAvQTz75JGbMmIGSkpKEHTMUDz/8MJ588km0tLQkvS0CgdC9IYIsgUA445k6dSra29uxadMmb9mqVauQk5OD9evXw2azecuXL1+OoqIilJWVdUVXeyQWiwVvvfUWbrnllk5pr7y8HGVlZfjggw86pT0CgdB9IYIsgUA44+nXrx9yc3OxYsUKb9mKFSswY8YMlJaWYt26dZLyqVOnAgCWLFmCCRMmwGQyIT09HRdffLFEU/vGG28gLy8PPM9L2psxYwZ++9vfAgB4nse8efNQWloKjUaDIUOGYNGiRSH7Gkn9KVOm4K677sJf/vIXpKWlIScnB3//+98lddra2nDddddBp9MhNzcXL7zwglcLe9NNN+Hnn3/GSy+9BIqiQFGUxCSA5/mwxw7k22+/hUqlwllnnSUpX716NRQKhWSiUFlZCYqiUFVVhSlTpuCPf/wj7rnnHqSmpiI7OxsLFiyA2WzGzTffDIPBgN69e+O7774LavOSSy7BwoULw/aLQCCc+RBBlkAg/CqYOnUqli9f7v29fPlyTJkyBZMnT/aWW61WrF+/3ivIms1mzJ07F5s2bcLSpUtB0zQuv/xyr+A6c+ZMnD59WnLcxsZGLFmyBNdddx0AYN68efjvf/+L119/Hbt378a9996L66+/Hj///LNsPyOt/95770Gn02H9+vX417/+hccffxw//vijd/vcuXPxyy+/4Ouvv8aPP/6IVatWYcuWLQCAl156CWPHjsVtt92GU6dO4dSpUygsLIz42IGsWrUKI0aMCCrftm0bBgwYALVa7S3bunUrUlNTUVxc7G0rIyMDGzZswB//+EfccccdmDlzJsaNG4ctW7bgvPPOw+zZs2GxWCTHHj16NDZs2AC73R6yXwQC4VeAQCAQCL8CFixYIOh0OsHpdAqtra0Cy7JCXV2d8NFHHwmTJk0SBEEQli5dKgAQqqqqZI9RX18vABB27tzpLZsxY4bw29/+1vv7P//5j5CXlydwHCfYbDZBq9UKa9askRznlltuEWbNmiUIgiBMnjxZuPvuuwVBECKq79lnwoQJkjqjRo0S7r//fkEQBKG1tVVQKBTCZ5995t3e3NwsaLVab1v+7frT0bHlCBwDD7feeqtwww03SMoeeeQRYcqUKbJtuVwuQafTCbNnz/aWnTp1SgAgrF27VnKc7du3CwCEysrKkP0iEAhnPkQjSyAQfhVMmTIFZrMZGzduxKpVq9C3b19kZmZi8uTJXjvZFStWoFevXigqKgIAHDx4ELNmzUKvXr1gNBq9jkzV1dXe41533XX4v//7P69m8MMPP8Q111wDmqZx6NAhWCwWnHvuudDr9d5///3vf2WdyaKpP3jwYMnv3Nxc1NXVAQCOHDkCp9OJ0aNHe7enpKSgX79+EY1VuGPLYbVaJVpXD9u2bcPQoUMlZVu3bpWU+bfFMAzS09NRUVHhLcvOzgaAoPY1Gg0ABGlqCQTCrwu2qztAIBAInUHv3r1RUFCA5cuXo6mpCZMnTwYA5OXlobCwEGvWrMHy5ctx9tlne/e55JJLUFxcjAULFnhtYcvLy+FwOCR1BEHA4sWLMWrUKKxatQovvPACADEyAgAsXrwY+fn5kv6oVKqgPkZTX6FQSH5TFBVkqxsr0R47IyMDTU1NkjKO47Br1y4MGzZMUr5lyxZceeWVYdvyL6MoCgCC2m9sbAQAZGZmdnQ6BALhDIYIsgQC4VfD1KlTsWLFCjQ1NeG+++7zlk+aNAnfffcdNmzYgDvuuAOAGBd1//79WLBgASZOnAhAdF4KRK1W44orrsCHH36IQ4cOoV+/fhg+fDgAYODAgVCpVKiurvYKzuGItn4oevXqBYVCgY0bN3q1yy0tLThw4AAmTZoEAFAqleA4LuY2/Bk2bFhQBIH9+/fDZrMhLy/PW7Z27VqcOHEiSEsbC7t27UJBQQEyMjLiPhaBQOi5EEGWQCD8apg6dSruvPNOOJ1OiaA4efJkzJkzBw6Hw+volZqaivT0dLzxxhvIzc1FdXU1/vrXv8oe97rrrsPFF1+M3bt34/rrr/eWGwwG/PnPf8a9994LnucxYcIEtLS04JdffoHRaMSNN94oOU609UNhMBhw44034r777kNaWhqysrLw6KOPgqZpr4azpKQE69evR2VlJfR6PdLS0kDTsVmbTZ8+HQ888ACampqQmpoKQDQrAIBXXnkFd911Fw4dOoS77roLACQa7VhZtWoVzjvvvLiPQyAQejbERpZAIPxqmDp1KqxWK3r37u21vQREQbatrc0bpgsAaJrGwoULsXnzZpSXl+Pee+/FM888I3vcs88+G2lpadi/fz+uvfZaybYnnngCf/vb3zBv3jwMGDAA559/PhYvXozS0lLZY0VbPxTPP/88xo4di4svvhjTpk3D+PHjJREE/vznP4NhGAwcOBCZmZkSu99oqaiowPDhw/Hpp596y7Zt24bp06fjyJEjqKiowEMPPYTHHnsMRqMRL7/8csxtAYDNZsOXX36J2267La7jEAiEng8lCILQ1Z0gEAgEQnIxm83Iz8/Hc889l5TEBYsXL8Z9992HXbt2gaZpTJ8+HaNGjcI//vGPhLf12muv4YsvvsAPP/yQ8GMTCISeBTEtIBAIhDOQrVu3Yt++fRg9ejRaWlrw+OOPAxCTNSSDiy66CAcPHsSJEydQWFiI7du3e5NCJBqFQoFXXnklKccmEAg9C6KRJRAIhDOQrVu34tZbb8X+/fuhVCoxYsQIPP/885LQVsmipqYGubm52L17NwYOHJj09ggEwq8XIsgSCAQCgUAgEHokxNmLQCAQCAQCgdAjIYIsgUAgEAgEAqFHQgRZAoFAIBAIBEKPhAiyBAKBQCAQCIQeCRFkCQQCgUAgEAg9EiLIEggEAoFAIBB6JESQJRAIBAKBQCD0SIggSyAQCAQCgUDokRBBlkAgEAgEAoHQIyGCLIFAIBAIBAKhR0IEWQKBQCAQCARCj+T/Aa83G9sseqDWAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "files = ['cross_sections/OClO_213.0_0.0_22700.1-32000.2_09.xsc',\n", " 'cross_sections/OClO_233.0_0.0_22700.1-32000.2_09.xsc',\n", " 'cross_sections/OClO_253.0_0.0_22700.1-32000.2_09.xsc',\n", " 'cross_sections/OClO_273.0_0.0_22700.1-32000.2_09.xsc',\n", " 'cross_sections/OClO_293.0_0.0_22700.1-32000.2_09.xsc']\n", "\n", "mwave = 100000\n", "ntemp = len(files) #Each file corresponds to a different temperature\n", "\n", "nwave = np.zeros(ntemp,dtype='int32')\n", "wavel = np.zeros((mwave,ntemp))\n", "xs = np.zeros((mwave,ntemp))\n", "templevels = np.zeros(ntemp)\n", "\n", "ix = 0\n", "for file in files:\n", "\n", " wavenx, xsx, tempx = read_hitran_xs_file(file) #The files tabulate the cross sections in wavenumber, and we want them in wavelength\n", "\n", " #Calculating wavelengths\n", " wavelx = 1./wavenx * 1.0e4\n", "\n", " #Sorting the arrays in wavelength space\n", " iord = np.argsort(wavelx)\n", " wavelx = wavelx[iord]\n", " xsx = xsx[iord]\n", "\n", " #Filling the arrays\n", " nwave[ix] = len(wavelx)\n", " wavel[0:len(wavelx),ix] = wavelx[:]\n", " xs[0:len(wavelx),ix] = xsx[:]\n", " templevels[ix] = tempx\n", " \n", " ix += 1\n", "\n", "if len(np.unique(nwave))!=1:\n", " sys.exit('error :: All files must be tabulated at the same wavelengths')\n", "\n", "wavel = wavel[0:nwave[0],0]\n", "xs = xs[0:nwave[0],:]\n", "\n", "#Making summary plot\n", "fig,ax1 = plt.subplots(1,1,figsize=(7,4))\n", "\n", "for i in range(ntemp):\n", " ax1.plot(wavel,xs[:,i],label='T = '+str(int(templevels[i]))+' K',linewidth=1.)\n", "ax1.grid()\n", "ax1.legend()\n", "ax1.set_facecolor('lightgray')\n", "ax1.set_xlabel('Wavelength ($\\mu$m)')\n", "ax1.set_ylabel('Cross sections (cm$^2$)')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "04667bc5-f83f-497c-a2ec-63387e55dba7", "metadata": {}, "source": [ "## 2. Creating the line-by-line look-up tables\n", "\n", "Once we have our cross sections, we just need to perform a few changes to make them compatible with the NEMESIS look-up tables. In particular, NEMESIS requires the cross sections in the look-up tables to be tabulated in an even grid of wavelengths or wavenumbers. Therefore, we need to interpolate our cross sections into an even grid of wavelengths.\n", "\n", "Similarly, the NEMESIS look-up tables allow for a dependency of the cross sections on pressure. In our case, the cross sections are tabulated only as a function of temperature, but we still need to include that potential pressure dependence in the format of our arrays." ] }, { "cell_type": "markdown", "id": "d9d4b6ea-3c04-4850-947c-1e5165b8e4cf", "metadata": {}, "source": [ "### Re-formatting the arrays" ] }, { "cell_type": "code", "execution_count": 4, "id": "f2ce8809-a58b-4f4c-b9e0-5d13d40cc140", "metadata": {}, "outputs": [], "source": [ "#Interpolating to an even grid of wavelengths\n", "#############################################################\n", "\n", "nwave = len(wavel)\n", "delv = np.zeros(nwave-1)\n", "for i in range(nwave-1):\n", " delv[i] = wavel[i+1] - wavel[i]\n", "\n", "delvx = delv.min()\n", "vminx = wavel.min()\n", "vmaxx = wavel.max()\n", "\n", "wavelx = np.arange(vminx,vmaxx+delvx,delvx)\n", "xsx = np.zeros((len(wavelx),ntemp))\n", "for i in range(ntemp):\n", " xsx[:,i] = np.interp(wavelx,wavel,xs[:,i])\n", "\n", "#Including the dimension for pressure in the arrays\n", "##############################################################\n", "\n", "npress = 2 ; presslevels = np.array([1.0e-3, 1.0e-5]) #Just some arbitrary pressures\n", "\n", "k = np.zeros((len(wavelx),npress,ntemp))\n", "for i in range(npress):\n", " k[:,i,:] = xsx[:,:]" ] }, { "cell_type": "markdown", "id": "c71dca1e-a685-4899-8f89-049799f110c6", "metadata": {}, "source": [ "### Writing the look-up table" ] }, { "cell_type": "code", "execution_count": 5, "id": "ff2e72f9-614c-4d9b-876f-54407b577e41", "metadata": {}, "outputs": [], "source": [ "outfile = 'OClO_HITRAN' #Name of the look-up table\n", "gasID = 132 #Radtran ID of OClO\n", "isoID = 0 #Isotope ID\n", "\n", "ans.write_lbltable(outfile,npress,ntemp,gasID,isoID,presslevels,templevels,len(wavelx),vminx,delvx,k)" ] }, { "cell_type": "markdown", "id": "faa3b369-5efd-4da3-ad05-b62804268e12", "metadata": {}, "source": [ "## 3. Reading the NEMESIS look-up table\n", "\n", "Now we can read the NEMESIS look-up table using the built-in functions in archNEMESIS. \n", "\n", "Note that the cross sections in NEMESIS are carried with a factor of 10$^{20}$ that we need to correct for when plotting them." ] }, { "cell_type": "code", "execution_count": 7, "id": "de48a8df-2218-418a-9175-59a20c68c82c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Calculation type ILBL :: 2 (line-by-line)\n", "Number of radiatively-active gaseous species :: 1\n", "Gaseous species :: ['ClO2']\n", "Number of spectral points :: 36258\n", "Wavelength range :: 0.31249821186065674 - 0.4405264996328242\n", "Step size :: 3.5311329611431574e-06\n", "Number of temperature levels :: 5\n", "Temperature range :: 213.0 - 293.0 K\n", "Number of pressure levels :: 2\n", "Pressure range :: 1e-05 - 0.001 atm\n" ] } ], "source": [ "#Loading Spectroscopy class\n", "Spectroscopy = ans.Spectroscopy_0()\n", "Spectroscopy.ILBL = 2\n", "Spectroscopy.NGAS = 1\n", "Spectroscopy.LOCATION = [outfile+'.lta']\n", "\n", "#Reading the header\n", "Spectroscopy.read_header()\n", "\n", "#Printing some useful information\n", "Spectroscopy.summary_info()\n", "\n", "#Reading the look-up table\n", "Spectroscopy.read_tables()" ] }, { "cell_type": "code", "execution_count": 8, "id": "f82e9ba1-4eff-4ba8-b384-ab36cc165ca5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Making summary plot\n", "fig,ax1 = plt.subplots(1,1,figsize=(7,4))\n", "\n", "for i in range(Spectroscopy.NT):\n", " ax1.plot(Spectroscopy.WAVE,Spectroscopy.K[:,0,i]*1.0e-20,label='T = '+str(int(Spectroscopy.TEMP[i]))+' K',linewidth=1.)\n", "ax1.grid()\n", "ax1.legend()\n", "ax1.set_facecolor('lightgray')\n", "ax1.set_xlabel('Wavelength ($\\mu$m)')\n", "ax1.set_ylabel('Cross sections (cm$^2$)')\n", "plt.tight_layout()" ] } ], "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": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 5 }