{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "05b545ae", "metadata": {}, "source": [ "# Chemical Equilibrium Retrievals\n", "\n" ] }, { "attachments": {}, "cell_type": "markdown", "id": "b2f83ea7", "metadata": {}, "source": [ "This tutorial covers how to run thermochemical equilibrium retrievals with POSEIDON. We recommend you first go through the [\\\"Chemical Equilibrium Transmission Spectra\\\"](transmission_equilibrium.html) tutorial (for background on the assumption of chemical equilibrium) and the [\\\"Atmospheric Retrievals with POSEIDON\\\"](retrieval_basic.html) tutorial (for an introduction to retrievals).\n", "\n", "
\n", "\n", " **Warning:**\n", "\n", " Chemical equilibrium is a *strong* assumption. Before proceeding with real data, it is worth checking whether the planet you are modelling is theoretically expected the be in equilibrium over the pressure range probed by your observations. Even if the planet is probably in equilibrium (e.g. an ultra-hot Jupiter), we always recommend running a free retrieval for comparison.\n", "\n", "
\n", "\n", "With that caveat out of the way, let's begin the thrilling saga of equilibrium retrievals. " ] }, { "attachments": {}, "cell_type": "markdown", "id": "82b1ce55", "metadata": {}, "source": [ "### Case Study: A JWST Hot Jupiter Transmission Spectrum\n", "\n", "The day has finally arrived. You hold in your hands the first complete near-infrared transmission spectrum of the hot Jupiter WASP-62b.\n", "\n", "You chose WASP-62b because there is evidence from the Hubble and Spitzer space telescopes that it has a clear atmosphere ([Alam et al., 2021](https://ui.adsabs.harvard.edu/abs/2021ApJ...906L..10A/abstract)). And now the incredible observing capabilities of JWST will reveal WASP-62b's atmosphere like never before.\n", "\n", "First, you specify the system properties." ] }, { "cell_type": "code", "execution_count": 1, "id": "86ac1b56", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import create_star, create_planet\n", "from POSEIDON.constants import R_Sun, R_J\n", "\n", "#***** Define stellar properties *****#\n", "\n", "R_s = 1.23*R_Sun # Stellar radius (m)\n", "T_s = 6230.0 # Stellar effective temperature (K)\n", "Met_s = 0.04 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)]\n", "log_g_s = 4.45 # Stellar log surface gravity (log10(cm/s^2) by convention)\n", "\n", "# Create the stellar object\n", "star = create_star(R_s, T_s, log_g_s, Met_s)\n", "\n", "#***** Define planet properties *****#\n", "\n", "planet_name = 'WASP-62b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 1.32*R_J # Planetary radius (m)\n", "g_p = 7.3978 # Gravitational field of planet (m/s^2)\n", "T_eq = 1394 # Equilibrium temperature (K)\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, gravity = g_p, T_eq = T_eq)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "8d4a1a96", "metadata": {}, "source": [ "Your JWST observations come from two different instrument modes: NIRISS SOSS (0.6-2.8 μm) and NIRSpec G395H (2.8-5.2 μm). You observed one transit with each mode to obtain a wide wavelength range that covers the absorption features of the major oxygen-bearing and carbon-bearing molecules expected in hot Jupiter atmospheres ($\\rm{H}_2 \\rm{O}$, $\\rm{CO}$, $\\rm{CO}_2$, and $\\rm{CH}_4$). \n", "\n", "The data has been split into four files:\n", "\n", "* NIRISS SOSS Order 2.\n", "* NIRISS SOSS Order 1.\n", "* NIRSpec G395H Detector NRS1.\n", "* NIRSpec G395H Detector NRS2.\n", "\n", "You load the data to finally gaze upon WASP-62b's transmission spectrum." ] }, { "cell_type": "code", "execution_count": 2, "id": "ab63baf6", "metadata": {}, "outputs": [ { "data": { "image/png": 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7GDhwIH755Rf8+OOP3PlFRUUQCARK++Hg4IB+/foBAKqqqnR6Duo8//zzaNmypdLdtWVlZQDQKFXK06dPERISgjZt2kAikXC7W3/77TdUVlY2aufWrVuNjt28eRNA/aYPQggxFolEguDgYAQGBiI4OFhlaihCDEnbPHO0Zk4H+q6Zk/Hx8WFOTk4KGxlklixZwgAwFxcX9sMPP3DHHzx4wFxcXFSuWfvXv/7FALCFCxdyx2RrzH766adG59fV1bHnn3+ede7cudFjaLABQldvvvkms7Oz4zZ2yMycOZMBYN9++y13rKamhoWEhLDRo0ezqqoqhfNHjhypsL5O1QaI6upq5unpyby9vWkDBCFEJ2lpaUwoFLKAgAAmFAqVVulRRigUGq1tQpShNXMWZvTo0Xj69KnSyg6yYw4ODgpJd2X1VWVr1hoKDQ2FnZ0dMjIyuHxwMpGRkTh9+jQ3HXvr1i2IRCJcvHgR69atM9TT4nz00Udo37493nnnHdy+fRt1dXXYt28fdu7cibfeegvDhg0DUJ9mZfr06Th48CD69u2LtWvXYuXKldx/qtKoPHjwAB988AGePHmCmpoaLFmyBHfu3EFSUpLSnHWEEKJKREQEcnNzIRAIkJubi4iICKtomxBlaM2cCb344ovYtWuX0mBu6NChcHJywqhRo7jkvK+99hq++uor8Hg89O7dG5cuXVK45ssvv8SMGTMAAMXFxfDy8sLGjRvx6quvYt++fcjNzcW7776Lu3fvorq6Gvb29hgwYAC+/vprhT7MmjULOTk5AIBTp07By8sLL7zwAr766iudnp+3tzdOnz6N999/H7169YJUKoW3tzfWrVuHmJgY7ryioiJuiiIpKUltm7NmzcL+/fsBADNnzoS9vT2ef/553LlzBwKBABkZGQgNDdWpn4QQYigSiQQSiQQlJSUQCASIiIig4I2YHI8xWkGurYqKCrRp0wbl5eVwdXU1d3cIIYQ0UXBwMHJzc5t8vrLjurZNiDLaxB40zaoHfTZAEEIIaT5iYkQo/P08YmJE5u4KsWLaboCgaVY9iMViGpkjhBDCKS4uRnBwMEpKSmDHY6i7fxHiyXWIz0lF1pChCJ0WrrkRQhoICgrC4MGDkZKSovY8CuYIIYQQPUkkEtjb8VD9qAxdu9Zv8vLr5I6xrX7C5P4AgxRH/5tHwRwxKgrmCCGEEBUabnAoLi5WeDwpMQHO1YUQT6xEfE4qeG698ebrkYiPywCDFPE5fCwRC83Ue9Jc0Jo5PdCaOUIIaR4aphnx9vZWePzurSIsHF+Jyf2BZSFSVFWWIXRaOIZNmImlBwUYPmEmQqeFU9JhohdaM2dEtGaOEEIIALh38EHi4TowVCA+hw9nNw8AQHJyCgICTuLKlUIEBgZyaUskEgntcCVaozVzhBBCiJEtWLgI9nY8LF0WCydXN1RVliErIx21dQze3t7Izc1VSFFCI3LEGKxumrWsrAxhYWE61+IMDQ2Fr6+vwjHGGHbs2IGRI0dizJgx6NOnD2bNmoUHDx4YrsOEEEJsVkREBEKnhcPZxQO8it8gnliCzatnIykxQeU1NOVKDM2qRuYuXryI6Oho9O7dG7rkOj527BgOHz6MNm3aKBx/9OgRYmJi8MMPP6Bbt254/PgxxowZgxkzZmDfvn0q24uLi8PEiRMRFBSk93MhhBBiO6oqyyAOkf61g7UC7277GXWMh+DgYG7ThCz33Jkzfo1G7AhRJj8/HwcPHtR4nlWNzHl4eCA/Px/9+/fX+pqamhq8//77iI2NbfSYg4MDVq5ciW7dugEAWrZsyS12VRcsisViCuQIIcSKSSQSpGel43zheYgMkNjX2cUD8Tl8ZJ8FEg+7oEvXXjh37hy6dvVD9aMyzIsR4duDn0A8sQQnv0xFVka6AZ4FsXVBQUEQi8Uaz7OqkTkvLy+dr9mwYQNeffVVeHp6NnrMyckJCxcuVDj2+PFjtG/fHjweT+9+EkIIsWwJSQkodC5EpbgSqfGpGJo1FOGh6nPBiWJEOF94HulZ6WC1jNvQIJFIUMd4KGfemJ9VgYSkFNTWMWRlpOPkl6kQh0gRm/kZ1ofVKeSeI8RQrGpkTlfFxcXYu3cv5s2bp9X5jDHs27cPixYtMm7HCCGEmFXR3SJULqwEJgPSZVLknVAfXBWXFiP1ZCpKxCWYvXk2EpLq18TJZnPOnTuHwmvX0TtwMEKnhSMiIgIn/puH5X9NvU7qU4MV+4Hss8CH2XZwcHKlcl/EYGw6mHvvvfewZs0aODg4aHX+xo0b4ePjg9mzZxu5Z4QQQkxF2YYDH3cfuCa6AtkAP54P4Qj1iX3LqsogXS4FJgMVCypQdLdI431HjBZyU6+nr7vg9hN3LD0owK0qN5w9toemXInBWNU0qy6OHTsGxhjGjh2r1fmZmZk4duwY9u7dq3GKNS4uDo6OjgDq57Np/RwhhFiWhpUblOV449nzELs0FiFjQxAeGq70moiICACAh7MHbsXfgpRJ4ZLoAh93H419CJ0WjpOnCrD0YA5WrlqP2joGiUSCx+dOc4mGqdwXUSY/P58rTlBdXa3xfB7TZVuohdi5cydWrlyJa9euqTwnNjYW33zzDVq2bAkAKC0txbVr1zBo0CC88MILSEpK4s7NysrC7t27kZ2dDScnJ1y+fBk+Pj5wcnJSaLOiogJt2rRBeXk5JQ0mhBArIL9jVNnuUV2O+XX1Q87XOVi/cj23Zk5GXSDYsA+lN4vhXH0NC8ZX/FXuazcFc0QlbWIPmxqZS05OxqlTp5CRkYH169crPCYLAI8fP65wPCsrC1u3bsW+fftQU1ODmpoafPjhh1i9enWjvHSEEEKar5TkFBQGFyrdKCEfvGkin2h47IQQrtyXqmCQEE2sKpirqqqCUChEaWkpSktLMWrUKEydOhXR0dEAgKKiIvz666+NrpswYQL++OMP7pro6GhMnToVpaWliIiIgFQqRfv27RWuWb16tUmeEyGEENsnH6xJJBJERETAsZUHlfsiBmFVwZyzs3OjkTV5DUfjZL788kulx728vFBbW6tzPyhpMCGEEE2UBXANp2ap3BdRR9ukwVYVzFkKsVhMa+YIIYSoRVOlpKmCgoIwePBgpKSkqD3PplOTEEIIIU0lSxZsiEoRwN+pUkpKSpSW+6Lcc0RXFMwRQgghKqRnpXPJglNPpqK4tLjJbconGqZyX8QQKJgjhBBCVMg7kcclC5Yuk6KsqsxgbXPlviaW4Mt9n2HF5PpyX8tCpDhB5b6aHWXJrbVFa+b0QBsgCCHENhQXF3NTnrIdpfKEI4TIiM+AlEnBj+fDw9nDYPeWL/d18rf6cl8M+Cv3nPqKFMT2yNZYym+I0XYDBI3M6UEsFlMgRwghNsDb2xu5ubkQCATIzc1tFMyFh4Zj5rCZECwVYObwmfD28jbYvVWV+xo+YSYlESYA6jdAiMVijedRMEcIIYSokZKcggC/AKQkq99RqKvQaeEYNmEmlh4UYO4HnyBpwyb4dQtAsoHvQ2wfBXOEEEJskmwX6tigsUjPSjfojlRDSU5OgV+3AIROC6c0JkRvFMzpIS4ujiuASwghxPLI70I9+ttRvJP0DrcjNT2LdooS65Cfn4+4uDiN51EwpwdaM0cIIZZNfhcqngeeLHnC7UjNO5GnNNebRCIx2whew/5QJQgCaL9mjnazEkIIsTnyu1DxE9BiTQs8YU/Aj+dDuESI8FDFac3g4GAkJCWg0LkQleJKfLziY3zp9yV69+xttOlPTeW+CNEWBXOEEEJsTnhoOApOFiBnaQ569uiJt99+G7FLYxEyNgThocp3ihbdLULlxkpgMsAYQ+3SWqPWTKXgjRgKTbPqgdbMEUKIeeiSWFW2C/Xr/K8RHhqucUeqj7sPXBNdgWw0yiknn4+OpkGJscSIRLjy00XEiOqn+bVdM0cjc3oQi8VwdXU1dzcIIaTZUZZY1VAWLVgEnj2PG8ErvFLIPSbLR0eIsWSmp+PYtjTMcxRgy7Y0ZA4dirDwcAwePBgpKerT1dDIHCGEEJvRcOROVsReGxEREVqN4JHmqykltzT5Ju8woh0FGO/kAZGjAN/kHdb6WgrmCCGE2AxZEXtZRQdvb8NVbCCk4efLkGseRwrHY0t1CfKflmFLdQlGCsdrfS0Fc4QQQgghZhYWHo4x70Rik+sjvPhOJMLCtS/pRsGcHmgDBCGEEEIMLTklBV39/4Hkv9bIUdJgI6KkwYQQYjtkZb8srdQXIZQ0mBBCCNFAVvZLKpYiNT4VQ7OGmrtLhOiMRuYIIYQ0W/Jlv2SlvuRRmS1iDWhkTg9xcXGYOHEiTbUSQoiVky/7JSv1lVaYxj1OVRqIPIlEAj6PxyX2TdaQ/62p8vPzcfDgQY3n0cicHmjNHCGE2Ibw0HDMHDYTgqUCzBw+U2WpL0IAIGn9eiRFL8C8ilY4ti0NmenpRr2ftmvmKJgjhBBiVQy9YUFW9osSBRNNyoqK8Xatm8bEvsZMLqwMTbMSQgixGso2LLBaBolEgpKSEggEAkRERCjUUg0ICACPxwMABAcH09Qp0ZuHjze2F90CewpsqS7BchWJfY1Zdk4ZCub0QGvmCCHGIJFIGgUlFHQoUtiwwKTIO5qHPSl7Gv3ilEgkTfolKj/6Z8oRO/oMWLYFsbHg83hYseh9jJ+kW2JfTeTfe9kfHR4eHlqtmeMxxpjBemLjKioq0KZNG5SXl8PV1dXc3SGE2ChT/TVvjdKz0vHG2jcgXVa/YWH3kt3cOjfZL0CePQ+xK2MRMjZE60BM/jUP6BuAS+wSpMv/usf7u02+lo4+A8ahLFiWHdclgNb2/THE+6hN7EEjc4QQQiye/C9h73JvVMyvQPgr4Y2CrISkBBQ6F6JSXMlNw+oaiJVVlUEqVhz9o40RtkHV9KeuU6Ly0/iWMIJKGyAIIYRYPPkC59cLr2Nw78FKR92K7hahcmGlyrxx6sgWrds/sQdvBQ/IRn26khFCQz4VYgO8vb25z2Nubq7Zp8IpmCOEEGIzfNx94JroqlcgJgsYrxdex+yRs82WriQmRoTC388jKyOdkhQ3gal3lJqzHzTNqgfaAEEIMRZzLby3FYsWLKpfM7e0fs2cvoFYSnIKCoMLTf4eZGWk4+SXqRCHSJG4ejaqHH3NPupjrTTtKG24fq64uNgs/VCHkgYbESUNJoQYgyztRom4BKknU5GeZdyEpLYoIiIC4aHhVps37sR/87A8RIrJ/YEF4ytw91aRubtks+Sn7nNzc+Ht7W0xo3kylDSYEGIRLO2HoyWSvUaiRSK1dUKJooafLWONrJjSiNFCxOfwkX0WSDzsAvcOPubuks2JEYm4clwNj505dUrtWriGtXrVfeaU3cdYrCqYKysrQ1hYGPz8/HS6LjQ0FL6+vkof27p1K/r06YMhQ4YgODgYN27cMEBPCSEyDf/6pSmjxmSvkY+7D/jxfL3WezXHoFnZyIq1C50WjmETZmLpQQHmfvAJFixcZO4uWT3ZztPAwED0DQzE15/tVijHVVpSgmPb0rQq0SX7zJ07d07tZy4zPV3rNg3BaoK5ixcvYurUqXB3d4cuqfGOHTuGw4eVl9vIzs7GqlWrcOTIEZw6dQqDBg3CpEmTUFdXp7bNuLg45Ofn69R/QgjRxNvLW+86oRQ0247k5BT4dQtA6LRweh8NQH7n6cDnAzGnRSeFclyPyu4h2lGgsURXQ+pG3r7JO6xXmw3l5+cjLi5O43lWE8x5eHggPz8f/fv31/qampoavP/++4iNjVX6eGJiIiIjI+Hh4QEAmDNnDs6fP4+jR4+qbZfWzBGiPYlEgvSsdIPW0rRlVCeUEMOQSCTITE9XCLhGCsdjS3UJ8p+WYUt1CUYKx6OVR7tGxzTRNPKm7D76sLk1c15eXnByctLpmg0bNuDVV1+FQCBo9Fh1dTXOnj0Lf39/7pibmxu6dOmCgoKCJveXEFIvISkBszbPQom4BB9/8zG6+HXhpgGb49QgMQ75XcC6aLgGypI+g/T90TRJ69cjKXoBF3CVlpQgLDwcY96JxCbXR+g0bAAA4FHZPdg/64NNro/w4jvalejSNPImfx9Zm/LTvYb+GWizqUmKi4uxd+9enDp1SumLU1ZWhtraWrRr107heLt27XDz5k1TdZMQm1d0twiVG+uTuDLGULu0tkmZ1wlpqLi0GIdvHoZULOWqPmjL3Jn7G5JPlyGRSBAREdHkOrPNVVlRMZbUemC8kwcYgE1l9wAAySkpCC4sRGlJSX2wV+uGLWVFaNXDD4OGDFEYzUtOUT5CPlI4Hqv2/hsMwJbqEixXMvImu4+szSd376PrsGEAYPCfgTYbzL333ntYs2YNHBwc1J7H4/G0OkYI0Y+Puw/qEutQwSrAj+fDw9lD6XnNucC4RCIBz55HU9F6UlZ+y1op+9zTiJx+PHy8sb3oFtjT+oCrlYfi5kllwV7S+vXgF92qD/C2pSFz6FBIGVP6s6mgoACbDhzE+EnqR/MatunUQ7dNnNqwyWDu2LFjYIxh7NixKs/x9PSEvb097t27p3D83r178PLyUtt+XFwcHB0dAdTPZ9P6OUJUk0/i6ubkhrKqMoWEuLLpMb8zfsjNzW2Wo3QN64n25vU2d5csjizgPX3pNLr4dUHbNm0RHByMiIgIeDh74Fb8LUiZtH4X8BIh0grTzN1lYmYLYmPB5/GwYtH7aOHmg0dl95CZng7pX5solQV7DQO8b/IO4+M9O5WOnslG3lSN3smoGiFUJz8/n9toWV1drfF8mwzm8vLycO3aNYwaNQoAUFpaitLSUowaNQovvPACkpKS4ODggP79++Onn37irisvL8f169cxdKj6IXqxWAxXV1djPgVCbIZslGHdunW4xC41mgpLPZmq1/SYLZGfipYyKYrmF3GBii6jk7ZcPYILeDdWojK+EmveX8Pt9pVIJBjWdRhyluZwVR/SdtlGMCcr7RUTI0Kyjb2nxib73klISMDTXwsxz1GApOgFkPp0gJdAoBDsjZ8UiSuFhQCgEOApmz7VlaYRQmXkB4oqKiqQoiFgBLMyO3bsYF26dGl0fPPmzSwsLEyna/bv3886duzIysrKGGOMrVq1igUGBjKpVKq0nfLycgaAlZeX691/QporQQ8BQzYYGBj2g0VGRbLIqEiFY0ODhjJBDwGLio4yd3dNyr+PP3Md4sqwH4wfwGeSTInObUgyJYwfyGfIBrPzt2P+ffxZQEAAEwqFLC0tzQi9Ni03H7dGnx8ZoVCo8P+G/9aXIdpoisx0CQv05bPseWD+XexYn0Dbek+NIS0tjQmFQoXXqZt3Z7bVpQf7w2MYS3HpwTq39VD6WZGdnyGRsG7enVl0lOLPIWWfB02fEWVt6tqONrGH1YzMVVVVQSgUKoyyTZ06FdHR0QCAoqIi/Prrr42umzBhAv744w/umujoaEydOhUAMGXKFJSWlmLcuHFo0aIF3Nzc8J///Ad2dlazyZcQiydbC2f/xB68FTwwxripMADIiM+AlEmB+cD/OvwPT8RPuFE6Uxc4NxdD1BPNO5HHVY+oY3XwP+qPu4V3bWbKuuHaS9nnpyH5tZf6jG5aEvnSXgx1OPrIH4V/2s57agzK6qAmrV+PLWWFYABS2R1U1FYrfD5ku0zlN5109f+HxulTXfoEALvT0uqnZoODDdKuArUhJVEgi45FIhE7dOiQubtDiNWJio5qNPImO+bo6ahy5KW5aMpIEDcyJze6Z+6RJUNKS0tjkkyJ0pFbZSNzhmDu1082Mrd/HliAL59lptvWe2pMDUfeoqOiWDfvzixDImk0qqntSJm+I3MN/61LO4cOHWIikUjjyBwNQemBkgYToh9lCXFlx3p06gHXRFe9SlkRIDw0XO/qEdYgIiIC4aHhCp8fXRNSa5vTy1Jyz8mX9ho+YSZCp9nWe2ps8u/jlcJCtHBvi7Bw01TV0OUzJKskkZme3ug8bZMG08icDmjNHCFNp+qvUtnIi5uPG/Px9WmWa4PkXxtla390bcMWR3Hkn5N/H3/mMsSFIRuMH8hn/n38dW7DGsje/8x0CevRVcCim9maUn3oMvqlzbmykT3ZOjp9vj/lRwijo6JYQEAA8/XxYd3tW7GtLj1Yv7ZerE9AQKPrtIk9aGSOEGISyv5SlT8mkUjAahkG9x6M64XXFWqMNsdM+FRrVbOiu0WoXPjXLuBlUpRVlZm7S0aTlJiAzatnQTyxBCe/TEVWhnELt1szdTVT5Wk7eqasdJfs+/PcuXNaf3+WlpRw7ZzJyIYdAEcpw1znzhjv5IG3at1QVlSsz1PWPjXJ6dOnUVBQgB49emDChAkAgGvXruHMmTPo3LmzxnQetiQuLg4TJ06kqVZCdKBqIbo2CVKVLWq2JcZYtC+KESnkZLPFRMzaJqS2BXdvFWFjaOVfmyGkOPrfPJp2VYILvBwFXNJfVQl9VSVobvi9ePLQEa50lyz3nDYlvxp6VHYP82TtPAXWFhXDw8eb25yx3f4BPHy8Fa7Jz8/HwYMHNbatVTCXkpKCxMRE9O/fH//+97+xZs0aHDhwAL6+vqirq8Nzzz0HqVSq8xOzVpRnjhDDk/8h2sWvCyrqKpCelQ5Wy2wqAFHG0EFWelZ6ff6+jVJUxlfCjedmk0Fww13AhVcKzd0lg5L/nih/LMWar1qA4Qnic/hYIqY1pcrI10yVBV7yFRw0/bGk7DE+j6exdJc2Wnm0axS4eQkE6Dp0KDYdOIgPE5K4hMYyQUFBGDx4sGHyzL3xxhvsyZMn3Nc//vgjmzZtGrt16xYrLS1lPB5Pm2asHq2ZI8T45POluQ5x5dZByXa9SjIb70azZbqu7xIKhY3y9wl6CIzUO9NTt75J29fK2tbMMcZozZyWMiQS1svJlaW49GA9nVxZhkT3nI3KNFwzp4ymdXTKdtVq89k1WJ45f39/ODk5cV8HBgZi+/btWLduHYRCIdUyJYQYjHy+tApWgaL5RX+PNImlmJ04G75VvjY/Wqcr+VGc4tJi2J20Qx2rs/npx+ZC9nnftSeNKkGoERYernXNVF1oU7pL1XIQ+e9NANyuWtljhqDVBohOnTph06ZN6Ny5M1f+qkWLFlixYgV+/PFHCuYIIQYjHCEEP54PZAMuiS7wcfdRDPAWVKDobpG5u2l0uqbdkF+Qff6H85g1YhaXpsTby1vj9YTYiuSUFIMm/W2qhpslvL0N//2o1chcaGgorl69Cl9fX/Ts2VPhsZkzZ+If//iHwTtmyWgDBCHGEx4ajoKTBchZmoP1K9eD1TLw7HlcpQhZgGfruFqk4kq9KmKkJKegMLgQKclGyjhPTMqWKlsQ7Rl0AwQAPPPMM3jmmWeUPtacdrICtAGCkKaS/8WkbJelLBCRD14aBni2ruhuESo3/pV2g0mRdzTP5hIBG4p8OSZbDXRs8TkRzbTdAGGQ2qw1NTUoLCzE/fv34eTkhPbt26NDhw7g8/mGaJ4QYmP0STWiLMCzZdrWItVEFCPC+cLzVr8zWN3IlLe3t03u1iW2Tdt8eNrQO5grLi7Gtm3bcODAAVy4cAF2dnZo164damtr8eDBA9jZ2aFv376YPHkyZs6cSSNZhBCt0HRSvYZpN8JDwzWOaDZUXFqMwzcP28TGkeb6OSDmZ4yfSQ3z4Tn18GtSezpXgHjy5AnmzZuHkJAQ2NnZYcOGDbh37x6ePHmCkpIS3L59G9XV1SgpKcGyZctw//59jBw5EklJSTaTiy4uLg75+fnm7gYhVkvd4n75xcKy6g9dunRB+/btcenSpWZVASI8NBwejh4ovFKIwMBASCQSREREaF0VoqyqrNltHCHNmzHq6upT7UET+Xx4IkcBHpXdU3pefn4+4uLiNDeoS56V4uJiNnHiRHbw4EFdLmM1NTVsx44dbOrUqayiokKnay0J5ZkjxDAa1tSUZKrPBWWNecEMRVkeKm1ruPr38a/P2bcfzGWwi9a1S62NLp8PWb7CKCvN1aZvzV5iGg3zyMmTf+/6BASwHg6tWYpLD9bNvhXz9fFR+X5qE3voFMzFxsay+/fv63KJguvXr7PVq1frfb25UTBHiGG4+bgpJLWNjIpUe74hCtBbK03BnLJj8q+Rj68Pc/Nxs+lky9oGc/IJqbX5I8KSNec/cCyVLGHxVpcerF9bL9YnIEDt+dokImbMgEmDZRISEnQ5vREfHx8sXbq0SW0QQqyfLov7ZQv4RTEipCSn2HydVkNouKYnODi42WwcUUc+XyHtECaGplBK7K/aq+pok4hYWzqvmSO0Zo6Qplq0YBE+nvMxl9RW1S9UWeWHEnEJUk+mIj0r3cQ9JZZM1/VR8gmp+fF8CEdYZ33TmBgRCn8/j5i/1pvKXofAwMBms6ZUnqU8/5HC8dhSXYL8p2Vc7dWmMsqaueaOplkJMSxNU0UNa4zKpmOtfd2TNhpOJ/v7+7O0tDQmyZQofe7qXktrnZIzxpS6tX92MtMlLNCXz7LngQX68llm+t9Txdb6PhuKJTx/dWvmlNGmz9rEHjQyRwixWMpGUprLaJ38Djq/rn4oqy7DnAVzMGvzLJt/7jKy10Db3bvaSElOQYBfAFKstL7pif/mYXmIFJP7A8tCpDjx3zxzd4nIkZUSCwsPN2kqHQrmCCEmp+30WHhoOGYOm6kwHauw7mmZFHknbPuXmXzwes/pHioXVnLPXbRI1Cyn1ZqzEaOFiM/hI/ssEJ/Dx4jR9VPFsqnXrIx0+jw0Q0YJ5qRSKS5cuAAA+N///meMWxBCLJimNSy65G1qOJJiK+uetCUfvGIq4LDagXvuPu4+iIiIAM+epzRnH7E9odPCMWzCTCw9KMDwCTMROi0cWRnpOPllKsQTS7B59WwkJTZtsyKxPkYbmfvoo49QWlqqsZ6YNaINEISoZ4zpMRllo3W2TD54tfvaDu8Of5d77t5e3khISlA59WqMBKrE/JKTU+DXLQDJf/2BIz/1umB8Be7ean7JoWWlsTLTDTMyaSmbKsy2AeLChQts27ZtbNOmTWzQoEHs888/Zzt27DD0bcyCNkAQohtDLUjWlFfN1jVctC+fe07bnH3WnJ/P0O+1LXx25J+DbFPE/nlgg3u5sD6BtpkcWhVd87vpQpvPirLNSrpeo+770eB55rTh5eWFwMBAXLlyBX5+fvD19UXbtm0NfRtCiAWSr2F4v/w+KuoquPxwTW2vOddpTUlOQWFwodLXUducfZSfz3aFTgvHyVMFWHowBytXrUdtHTN3l0xK1/xuhtbweys4OFjrawzF4NOsHh4e6N27NzIyMrB9+3Zs2bIFffv2NfRtCCEWSDa9yuwYit2K8WDjgybtulS2to6mDhVpm7OP2AZVn3/Z1GvoNNPuorQExsjvpo/i4mKz/Wwy+MgcADg5OWHHjh1o0aIFduzYYYxbmFVcXBwmTpyIoKAgc3eFEItUVlUGqdg4mfab6+icKrLXIm1XmtWm2yDao89/Y2Hh4SgoKMCmAwfxYUISpMw8I5Pe3t4GH/XOz8/HwYMHNZ5nlGAOANq0aQMAcHNzM9YtzEYsFsPV1dXc3SDE4kgkEvDseXj88DF4K3lgjGks10X007DMGSHNmaw0Vli4bY1MBwUFYfDgwRo3k+o9zXrv3j21j3/77bf6Nk0IsVKynZUPNj8Aq2Bwe8+Npv4MSDbFdumXS9j6zdZmkzyYqEdLD4zD0DtkjUnnYO7x48cYOHAgPD09MWLECNy/f1/peXw+H5s3b25yBwkh1qPobhGX1BZJQEvnljRq1ETyv6glEgkiIiIwIngE8CGaReJk+RFIopwueRuJdjLT03FsWxrmVbRCUvQCJK1fb+4uqaVzMPfRRx+hqqoKU6ZMwaVLl/D2228rPW/IkCGorq5ucgcJIdbDx90HromuXFJbD2cPc3fJ6in7Ra1v4mRrC4yaS+k2fVlKLjRbJL9D9q1aN5Sp2SErkUiQmZ6OKz9dRIzITN9bGpOhNDBs2DD28OFDxhhjd+7cYWPGjGG///47++STT1hAQADr0aMHGzBgABs+fDh7/vnndW3eoslyvYhEInbo0CFzd4cQiyMrBO/m48Z8fH2sMqeZtZDlnntx/Ita5auSZEoYP5DPkA3GD+QzSaZE6XmWJDIqUqscetqy5lx76thC3rymMMb7Kstdl+LSg72gIXddn4AA1q+tF9vq0oP1cnJlGRLDfW8dOnSIiUQijXnmdA7mXn31VYWvr1y5wkaMGMGeffZZ9tprr7Hu3bszHo/H+Hw+27Ztm+49t2CUNJgQ7TT3Xy6mosvrbOjAyBS4AHQ/GD/AOgJQc9Dlc2CrAa0xREdFsW7enVmGRKL2derc1oNtdenB/vAYxlJcerBZkW8atB9GSRrcqlUrha+feeYZ1NTU4Mcff0Tr1q0BAOXl5bC3t290riGUlZUhOjoa3333HQoLC9Wee+DAAaSmpqK2thb379+Hs7MzEhISMGjQIADA3bt3MX/+fFy6dAmtWrUCYwzr1q3DkCFDDN5vQggxJ+EIITLiMyBlUqvZYRweGo6CkwXIWZqDkLEhtJGmAYlEAns7Hgp/P4+YGBFX3ksdSh6tPW13yHr4eGN70S2wp8CW6hIsF443UQ//pvOaubq6ukbHhEIhF8gB9WlJjBHIXbx4EVOnToW7uzuYFnlkPv74Y7zzzjs4fPgwzp49i8GDB2PChAncc5gzZw6uXr2KM2fO4MSJEwgNDcXLL7+MyspKg/edkOaAdtVZLmutaZuSnIIAvwDaSKNEUmICNq+eBfHEEpz8MhVZGYprCmlNnWksiI3Fgi1J2OT6CC++E2mW9Cg6j8zt27cP9vb2EAqFGDt2LNzc3ODk5GSMvjXi4eGB/Px8ZGRk4KuvvtJ4/kcffYQ+ffpwXw8fPhwJCQkoLy9H27Ztcf78ebz88stwcHAAAIwZMwYxMTH47bff0K9fP5XtUtJgQpSjhKaWTV1ZMGJ97t4qwsbQSkzuDzBIcfS/eaitY1wJPIFAwFVNkY3C6TOaR9ST/czbnZaGZA354HSlbdJgnUfmHBwccPLkSbz22mvw9PTE0KFDcfjwYeTn56OiokLh3EWLFunavFpeXl46BY4vvPAC7Ozqn2JlZSW2bduG6dOnc7Vip0yZgkOHDqG8vBwAkJmZCU9PT3Tv3l1tu2KxmAI5QsyMRh1Ic+fewQeJh12RfRaIz+FjxGght/tZIBAoTVOiaTSPWJagoCCIxWKN5+kczAUHB+O3337DjRs3sGPHDvTs2ROFhYUQCoVo164dAgICIBKJIJFIcOLECb06b2ihoaEQCARwcHBQyH0XHx+P0aNHo0uXLnjuuedw4MABHD9+HC4uLmbsLSFEG5p+aVm6pgSjNJ1NAGDBwkWY88HHWHpQgOETZiJ0muL0nkQiQVZGOjcKB9SP5i0cXz+atyxEihP/td0chc2Krrsqzp49q/T49evX2Y4dO9ibb77JunTpwng8HrOzs9O1ea3s2LGDdenSRadrqqur2fz581n37t1ZZWUlY4yx6Oho1r9/f3b37l3GGGN79uxh/v7+3NcN0W5WQiyPNeycVbeD0NT9t4bXqyFr7LMpNXx9oqOjWI+uAtbBsx0b0suFZc8DC/Tls8x0CesT6M+G9HJl++eBBfx1jKimy2fPWJ9To+xmVbWWzMfHB9OnT8f06dMBAH/88QdeeeWVJoSZhuXg4IC1a9ciOTkZX3zxBcLCwrB161bs3LkT7dq1AwBERkZixYoVSElJwbJly1S2FRcXB0dHRwD1Q6A05UoIUYd2EOpGIpEorPsqLladsJUoyspIx8kvUyEOkWLeHmDheCisqVuwcBHs7XhYuiwWYyeENBrNI/XkP4PBwcEmXw+cn5+P/Px8ANCqAIPOwZy2nn32WQQEBBirea2sWbMGS5Ys4b52cHCAo6MjHj58iNraWtTV1XFBmYyjo6PGurNisRiurq5G6TMhRHuyigbpWelgtczqplqJcg2D3+DgYHN3yWqc+G8elodIMbk/cPI3YPV/HMBQg/gcPpaIhVzwtmtPGm1+UMPcm7nkB4oqKiqQomFjhc5r5nQRHx9vzOYbSU5OxrRp07ivV61ahYsXL3Jff/7555BKpRg3bhxcXV0xYsQI7Nq1CzU1NQCAEydO4Pfff8dLL71k0n4TQnQnX+pp9ubZSEhKMHeXLBqts7M9yt7TEaOFiM/hI/ss8PUlOwwPflflmjpiO4w2MgcAzz33nEHbq6qqglAoRGlpKUpLSzFq1ChMnToV0dHRAICioiL8+uuv3Plr1qzBP//5Tzg6OqK6uhr29vb46quv0LNnTwBARkYGFi9ejEGDBqFly5Z4/Pgxtm/fTtOmhFiBvBN5kC6XApOBClaBovlF5u6SVuSnb+6X30dFXQVEMSKjpwsx90gDMTxV7+nJUwVYejAHY18JwcbkFAQHF9IonBGZe0oWgG4bIKZNm8ZWrVrFrly50uQFfdaINkAQYjnkSz25DHZh/n38zd0ltWS1VKOioxhjjPn38be6WqmmJltQThsgdCf/msn/m8p5WR+Db4CQSCT45ptvsGbNGhQXF+Pll19GaGgoPDw8jBNpWihKGkyI+cmXelq/cj1YreaqMOYimxKWiqVIjU/F0KyhKKsqg1RcP7IoZVLkHc2zmqoMplJcXKwwjUiji01Hr6F10TZpMI8xLepiKVFdXY0vv/wSWVlZqK2txdSpUxESEgJnZ2d9mrMKFRUVaNOmDcrLy2kDBCEWwhp2iL4ueh1pY9OAyQCygcijkfjp9E+4xC5Buqy+VuruJbspmGvAGt5bSyULfiUSCS5duoSqqio4Ozujd+/eFNBZGW1iD703QDg6OmLKlCnIysrC9u3b8ejRI7z66qt48803cejQIaU1XAkhpDkSjhCCH88HslFf5H6EEN5e3lZZK5VYNvlNERKJBBEREbh+/Tpu376N3r17W2WCbaKZQTZAtGnTBjNmzMCMGTPw559/Ij09HYmJidxfAAMGDDDEbQghhGMRi461JD8l3NOnfgPW+cLz8OvqR0XkiUFZ8vcBMR69p1m1cfHiRaSlpeHs2bMYPnw4IiIiDL7D1ZRkQ50ikYjWzBFCdBYcHIzi0mIUOheicmEl+PF89Ob1xvkfzpu7axaJplkNi15P6yNbM5eSkqJ2mtWowZy8b775BhKJBJWVlcjIyDDFLQ2O1swRQpoiODgYpy+dxoOND7j1c4KlAhT/YroKBw2rK1jySA4FH4YTEyPC13k5GCsMoTQlVkab2MOoeebkjRw5EiNHjjTV7QghzYg1BSg+7j6oS6xDBasAP54PD2fTZgOwhtJiEokEPHsezheeN0kOPlsnX+IrPicVWUOGUgJhG2OyYI4QQozFGgIUmUULFoFnz0Ps0liEjA1B4ZVCc3fJ4iQkJdRPRYsruVQutEFEf/IlvmQ1WimYsy1GK+d19+5dXL582VjNm1VcXBxXAJcQQjRpuMOQ1TJ4OHqg8EphsyyvJXs9AgMDlT73ortFqFxYWZ+Db5kUeSfyzNRT2yBf4is+h48Ro4Xm7hLRUn5+PuLi4jSeZ5Q1c6tWrcKhQ4dQUlKCmpoarFy5EjNmzDD0bUyO1swRYtmsYWROxtx9Nff91fUhoG8ArjlfQ8WCCsrBZyC0Zs56GTXPnDpeXl4oKChAYWEhCgoKcOXKFWzYsMEYtyKEEACAKEbErbEi1m3RgkX4eM7HlIPPgJKTU+DXLYACORtllGDO2dkZFRUVAIAuXbpgzZo1aNGihTFuRQghXLmsEnEJUk+mIj0r3dxdIk0QERGB8NBwysFHiJaMsgHi3LlzeP/99zF69GgMGzYMPXv2hJ3d33Hj1atX8cwzzxjj1oSQZijvRB6ky62jzqk1JTsmtkHZZ052XH4HuLJj9Nm0DkYJ5gQCAf744w+cP38eZ86cwccff4xLly4hMzMTffv2xcWLF616A0FcXBwlDSbEgghHCJERnwEpq69zKlxiuQu8LeEXpGxKOj0rHayWmb0/xLhUfeaU7QC3ll3hzYUsabAmegdz9+7dQ7t27ZQ+9vrrr2P9+vWYP38+Bg4ciLlz5wIAbt26hVOnTuHUqVP63tYiiMVi2gBBiAWRL5cVMjbEYkflLIFsSloqlmJ24mz4VvlSMEeIhQoKCsLgwYORkqJ+uYHOa+YeP36MgQMHwtPTEyNGjMD9+/cbnePp6YkXX3wR27dvVzjeoUMHTJ48Gbt27dL1toQQolZKcgqtsdKC/JR0xYIK/Hz9Z5UpQkjzExMjQuHv55GVkU6fByui88jcRx99hKqqKkyZMgXHjh3D22+/jX//+9+NzhsyZIjKEbhu3brp3lNCCCFNJj8l7ZLoAr8ufhB4CWharRmSD9xq6xjs7XhcpYjE1bNR5WjZo7bWVPnF2HQO5k6cOIHTp0+jVatWKCsrQ2hoKC5fvoxjx47h448/xtOnT+Hq6gonJyc8ePAACxcuNEa/zYrWzBFiWWhTgfbkp6TXr1wPVsssYgRG2S9mYjzyJb5kgdvg/v5ylSIqMD+ryNzdVMuaKr/oS9s1c2A6evXVVxW+vnLlChsxYgR79tln2Wuvvca6d+/OeDwe4/P5bNu2bbo2b9HKy8sZAFZeXm7urhBCSJMIhUKl/zaVqOgoJughYFHRUQrHzd2v5iLq3UiWPQ+MScD2zwPz6ejGMtMlLNCXz/bPAxvcy4X1CfQ3dze1YuufE21iD51H5lq1aqXw9TPPPIOamhr8+OOPaN26NQCgvLwc9vb2jc4lhBBC5DdhUO1V8xgxWoj4uAwwSJF42AXuHXwQOi0cJ08VYOnBHKxctR61dQYvENVkNIKrnM7BXF1dXaNjQqGQC+QAoE2bNk3rFSGE6IHW0OinuLiYqx1ritfNmvIC2ipVgVtycgqCgwsROs0y3w9lU6uWsEzA3HTezbpv3z6888472LdvHx48eAAAcHJyMnS/CCFEZxEREcjNzYVAUL+gnwI57Xh7e5v0dROOEIIfzweyUZ8XcIRiXkCJRMIFl7TL1nhkJb5Cp4Vb7fdKjEiEKz9dRIyoeZfx03lkzsHBASdPnsSOHTvA5/MxYMAAODs7IyAgAIMHD1bIv7Zo0SIkJCQYtMOWgDZAEEJshTlq2mrKC0gjqkQbmenpOLYtDfMcBdiyLQ2ZQ4ciLNwyRxT1pe0GCJ1H5oKDg/Hbb7/hxo0b2LFjB3r27InCwkIIhUK0a9cOAQEBEIlEkEgkOHHihF6dt3RisZgCOUIslHx1AxrRUa9hTdvi0mKT3ZvyApqXstFPaxsR/SbvMKIdBRjv5AGRowDf5B02d5cMLigoCGKxWON5PMaYTiscv//+e/Tr16/R8aKiIhw7dgzHjx/H8ePHUVRUBB6PB6lUqkvzFq2iogJt2rRBeXk5VYAgxAKlZ6XjjbVvQLpcCtdEV/hW+eL8D+fN3S2LIr+u8M7TOygRlwCTAWQDgqUCFP9iuoBOWUoJW04zQQwjRiTC4QMH8dKkV3D4s12IadEJW6pLsHz7xzY3MgdoF3voPDKnLJADAB8fH0yfPh07d+7EtWvX8Pvvv6N79+66Nk8IIXprWN2g6K5l58kyB9m6wnPnzmH9yvUKa9c8nD3M3T1igWQjdpZQKYSbWq1ohVMZ+3HP1QmbXB/hxXcibTKQ05bOwZy2nn32WQQEBBirebOKi4tDfn6+ubtBCGlAfmF9izUtIC2XWsQvIEsVHhqOmcNmQrBUgJnDZ8Lby9vcXSJmoClYs6SNRfJTq2/VusGpjoeu/v9AsobapdYqPz8fcXFxGs/TeZpVF5cvX8Zzzz1nrOZNjqZZCbF8ohgRcr5WrG5A03bqyaY2TT3F2fB+svcuZGwIraUzA03vvyVMgWemp2PV27MhchRgu/0D1Pl0gJfAtsvRGWWaVRe2FMgRQpSzpCkY4O+F9eGh1ptuwRzMvXGk4WaM9Kx0k/eBWL6w8HCMeScSm1wfYeGWJCyIjTV3lyyC1sHcpk2bcPfuXb1vVF5ejiVLluh9PSHEMlnSFAzRT3FpMRdIzd48GwlJpk8ppZBIeJkUeSfyTN4HopxEIkFWRjoKfz+PGBOmsFElOSUFXf3/gbBw+oNNRutgLioqCitWrEB6errSKhDq/Oc//8Fbb72FOXPm6NxBS0Rr5gixDubIoWaNyqrKzL5xRFMiYWJcMTEilcFaUmICNq+eBfHEEpz8MhVZGZYxamptqVT0oe2aOehS7FUqlbLk5GTWr18/tnLlSnbkyBGlhV8fPXrETpw4wVavXs0GDhzIPvjgA/bo0SPdKstaIG2K3RLSHKkqmm5qaWlpTCgUsoCAAObfx5/ZBdgxZIPxA/lMkikxa98smX8ff8YP5DPsB3MZ7ML8+5imwHrDAumW8jlqbjLTJSzQl8+y54EF+vJZZrri94pPRzeWPQ+MScD2zwOLejfSTD39W8PPji3TJvbQKZiTqaioYCkpKUwoFDJnZ2fWokUL5uXlxQQCAWvRogVzcHBgQ4cOZatWrWLFxcV6PwFLQ8EcIY1JMiX1gYCFBU2RUZEM2WBgYNgP5ubjxoRCIUtLSzPqfeUDSlPczxCEQiEXSEkyJWZ9jZrTL2lLEfVupNpgrU+gPxvSy5XtnwcWoCTYMyVr/P5qKqMFc/Jqa2tZcXEx+9///sf+3//7f6ywsJBVVVU1tVml7ty5w0JDQ5mvr6/Gc3NycphQKGTjxo1j/fr1Y8OHD2enT59udN7/+3//j40fP54NGTKEBQYGsvHjx7M7d+4obZOCOUIaaxg0RUaZ/692xuSCzP1g/AC+yUabZKwpKJH11RL6bAl9aG5kI3OqgrW0tDSWmS5hPboKWDSNmpqcNrGHzrVZG+Lz+RAIBBAIBE1tSq2LFy8iOjoavXv3BtMim8rHH3+Md999F//3f/8HAFi8eDEmTJiA27dvw86ufqngL7/8gtdeew25ubno2bMn6urq8Nprr+Hx48dGfS6E2BLhCCEy4jMgZdL6tU5LLGOtU8P6n4VXCs3dJYsjXw0iODgYxcWmq/5ALEfotHCcPFWApQdzMHZCCEKnNa6VCwC79qQhmVLGWCSjpiYxJA8PD+Tn56N///5anf/RRx9h8uTJ3NfDhw/H3bt3UV5ezh1buXIlpk2bhp49ewIA7OzssG/fPvj4+KhtmzZAEPK3holnGxZNNyeq/6mefDWI3NxceHtT0uDmKjk5BX7dAihYszDaboCwmmDOy8sLTk5OWp//wgsvcCNwlZWV2LZtG6ZPn462bdsCABhjOHToEFxcXPDaa69hyJAhmDRpEs6dO6exbbFYjKCgIL2eByG2yNKDJnPlULO0HHyWqOFrRKODhPwtKCgIYrFY43lWE8zpKzQ0FAKBAA4ODti8eTN3vKysDBUVFUhMTMSKFStw6tQpvPLKKxg6dChu3Lhhxh4TYl0sNT2ArF+XfrmErd9sNWkONVnweOrMKcrBp0HDPIU0Omh6mr6HLfV7nMgx2Qo+A9mxYwfr0qWLTtdUV1ez+fPns+7du7PKykrGGGM3btxgANibb76pcG6nTp3Yhx9+qLQd2gBBiPVRtqvVmJTt7rWWRf1N7WdTdhpa0iYMQiyJSTZAWAMHBwesXbsWycnJ+OKLL/D222+jbdu24PF4jTZudOrUCdevX1fbXlxcHBwdHQHUD4HSlCshlkt+g4ZLogt83NWviW0qhUoGTIq8o5ZfyaDhRoiIiAi9RhFl11lCDU9CrFl+fj63Nr+6ulrj+TYbzK1Zs0ahfJiDgwMcHR3x8OFDAECrVq3Qq1cvlJaWKlx3584ddO7cWW3bYrFYZbFbQohlkd/Vun7lerBazbvhm0LZ7t60wjSj3rOp9A3eCCHGIT9QVFFRgZQU9euRjbpm7vnnnzdm8wqSk5Mxbdo07utVq1bh4sWL3Neff/45pFIpxo0bxx2bP38+Dhw4wC24PXz4MG7evIk333zTZP0mhBifbINGeKjxaznK7+4d1WEUAFBJMS0UFxfTuiwLYgmbdyyhD9aiSSNzpaWlyM/Px82bN5UOA2qartRFVVUVhEIhSktLUVpailGjRmHq1KmIjo4GABQVFeHXX3/lzl+zZg3++c9/wtHREdXV1bC3t8dXX33FpSEBgHfeeQf379/H+PHj0a5dO9jb2+Prr7+Gn5+fwfpNCGl+UpJTUBhciOLSYszaPAuV4kqkxqdiaNZQi0rdYkm8vb1pataCKJsyl5+OFwgERh/RpWl77ekdzOXn52Py5Ml48uSJynN4PJ6+zTfi7OyM48ePq3x8/fr1Cl/PnTsXc+fO1djuwoULsXDhQp36EhcXh4kTJ9JaOUKIWkV3i1C5sVJh/RwFc8RaUXBlevn5+Th48KDG8/SeZl20aBGCg4Nx7Ngx/PbbbygsLFT47+rVq3B3d9e3eYtGeeYIsR7mTKvg4+4D10RXIBv16+dGWEZ1DHUMPbVFU2WE6E/bPHN6j8wVFRXh+++/h4ODg8pzFi9erG/zhBBiEOZc3L9owSLw7HmIXRqLkLEhVjEqZ+jRFxrNsV4xMSIU/n4eMTEis1WGiBGJcOWnixg/dhzsHR1MNsVrbfQemevRowfq6urUnhMWFqZv84QQYpXkRwIlEglYLbPo6himItvg0HCETiKRID0rnTaJWJisjHSc/DIV4oklOPllKrIy0gH8HeBlZRi/mkpmejqObUvDvIpWKD75//BGZCQl4FZB75G5NWvWICYmBuvWreNKZDXUv39/lJSU6N05QgixNspGDJrT1KKs+oUoRqQQwMo2ODQcoUtISkChcyFtErEwJ/6bh+UhUkzuDzBIcfS/9fkST36ZCnGIFImrZ6PK0deoQdU3eYcR7SjAeCcPsL++JsppHcyNGTOm0bGioiIIBAJ07doVHh4eXC1UmXv37jW9hxaINkAQQkhj6VnpSD2ZCqlYqnVgRptELNOI0ULEx2WAQYr4HD6WiIUNArwKzM8qMmofRgrHY9Xef4MB2FJdguXC8didZtk5Gw1N2w0QWgdzJ06cUJpM18vLC48ePcKjR48aPSaVSrVt3qpQ0mBCCGlMWfULTYGZj7sP6hLrUMEquCTLxPxCp4Xj5KkCLD2Yg7ETQhA6rf59lAV4a75qgfLHUgQGBhptDVtYeDgKCgqw6cBBjJ8UibDw8GYXzAUFBWHw4MEakwZrHcx5enqisLBQp0507NhRp/MJIcSWGKpMlrWQr37BW8HDiYcnuOetijVuEmkukpNTEBxcyG1+kA/wVq5aj9o6BolEYtSNLckpKQguLMSgIUOQmZ6OKz9dRIxIhGQNwU2zo22h1927d+tcHPbQoUM6X2PJtCl2SwixXE0pBN+cREVHMUEPAYuKjmrStUKhkDsu+7f8MXmqjhPzUva+KHtfjd2HPgEBrF9bL7bVpQfr5eTKMiQSo9/XUmgTe2i9m/X1119X+Do1NVXluevWrcPkyZPh6+urZ4hp2eLi4rgCuIQQ6xEREYHc3FzaEaeGbN1bibgEqSdTkZ6VrtP1stJpzX33rrUzZ35GZcqKivF2rRvGO3lA5ChoNpsh8vPzERcXp/E8vVOTfPjhhyofmzx5Mvr27Yu33npL3+YtGiUNJoTYKoV1b8ukyDuR1+Q25Xe4Eusg+8Pn3LlzKv/wkc9DZ2wePt7Ybv8A+U/LsKW6BCOF441+T0ugbdJgvYM5xpjKx7p164Zly5bh6tWr+jZPCCFGQYGFesIRQvDj+QarWtFwpK+4tNhAPSWmJj9a17dPAL49+EmjPHTGul8dgEHTpmCT6yO8+E79ZgjyN53yzMXHx3P/fvToEVatWqU0qKutrcXPP/8MFxeXpveQkGbO1MWtbZk+qTOam/DQcBScLEDO0hyDbEhQGOk7KcXlLy4jPSsdrJbR59jKyP/sEf3zdYxt9ZNCHjrZjldj3E8muLCQNj8ooVMwt3LlSu7fPB4PK1asUHmuu7s7PvvsM707RgipR+WQDEef1BnNUUpyCgqDCw2y7o3b4XpSCnwNVG2uwuzE2fCtMm7CWWJcyvLQEfPRKZiTpSZhjGHAgAE4e/as0vNatWoFDw+PpvfOQlHSYGJqqrLq06idbuRTZ1BOM9OQjfTt+GIHqjZXAZOBClaBovnGTThLjEtVHjpiWNomDdY6NUlDH330kb6XWi1KTULMQZIpYfxAPkM2GD+QzySZjbfkU1oH7TUl7UZz0pTPlLI0JP59/Os/x/vBXAa7MP8+/ga7HzEfU79vzfFzok3soXdtVm22yhJCmq7h1KBovghpu9K4UTjZqB2tQ9KOIacQiWoNP5feXt4Y1nUYcpbmYP3K9WC1qjfREdJQc0vArSu9gzmZ8vJyHDlyhJuC9fPzw7hx49CmTZsmd44Q0nhq0Mfdh1s7J7+gn9YhEXOT/cK99Msl5P2ZB4jBfS69vby5QFp+nSL9kibaoM+Fek0K5jZs2IBly5ahqqqK29XK4/Hg7OyMDz/8EAsWLDBIJy0NrZkjptRwd2Hhlb/L6smP2tE6JGIs2q7NlB1/XfQ60samKXwuvb28lbZNv6StEwXhpqHtmjkeY2oSxqmRkpKCmJgY9OnTB8HBwejYsSMYY7h58ya+/PJLXLhwAZs3b4ZIZDu5nCoqKtCmTRuUl5fD1dXV3N0hzUxwcDD8uvoh5+u/p6l49jy8sfYNSJdJ4ZLoAr8nfjj/w3lzd9Vi0YYR7SnbPa3tjur0rPRGn0tvL2/k5ubSrmxCdKRN7KF3MPfss89i7ty5iImJUfr4pk2bkJycjD/++EOf5i0SBXPEnAL6BuASuwTpcilcE13hW+WL8z/U73CVD/AoOCFNoS7g1SUQa/i5lBVkp2COEN0YNZjz8PBAWVmZyscZY+jQoQNu376tT/MWiYI5Yg6yX66nL53Gg40PgMkAsgH7d+3Ru3NvCAQCFBcX4/x5GpEjxhUQEABvb2+tRzblAzfZvymYI0Q32sQeepfz6tChAx4/fqzy8UePHqFjx44Kx4qKbGM9T1xcHPLz883dDdJMyGokpiSkcGWWXBJd0KtLL65gvLe38vVIhBiSt3f9VKnsc0ejwIQYV35+vlbZQ/QO5ubMmQORSISqqqpGj1VVVWHu3Ln44IMPFI4PGjRI39tZFLFYTJsfiMmFh4Zj5rCZECwV4JO5n2DRgkUoLi7mahcGBwdDIpGYu5uEKJCvrxkcHIziYqrNSoi2goKCIBaLNZ6n927WM2fOID8/H506dUL//v3RoUMHAMCtW7dw9uxZtG/fHowx5OXlcdeUl5freztCmhVV65bkUzuIYkQoqy7DsK7DaNrKAtDmCuUavg7BwcFm7A0htknvYG7Xrl3cvw8fPtzo8fv37+O3335TOMbj8fS9HSHNirJ6rPLBQkDfAFysu4g6cR0VjLcQtlZDV1lwSgixTE1aM1dXV6fTf+3btzdk3wlpVmRr586dOwf/wf6oW1FXXxVimRR5J/I0N0CIDmSfN9n6uFNnTnH1gfXRcLqVlgTYBtn7GhgY2KT31VDtNFd6j8ypSkli6GssESUNJqagrkyXsoLxNM1nes1l9Eq+0khqfCp683rr3AZ9Hm2ToUakbW1k21C0TRqMphaA/d///sfEYjGbP38+Y4yxGzdusB9//LGpzVokbYrdEmIIkkxJfVHybDDXIa6NipIzprpgfHMsRK2rtLQ0JhQKWUBAABMKhSwtLa1J7cm/5rb2+guFQhYZFcmQDQYGhv1ggh4Cra8lzYOh3mv6zDSmTeyh9zSrVCrF66+/jv79+2Pp0qX4/PPPAQDFxcUYOHAgIiMjUVNTo2/zhDRLsqkG0SLR32W6FlSg6G7jtD4pySkI8AtQKBgvG83TdyqsuWg4hWiIESOJRIL0rHSbfP2FI4RcWhx+PB8ezh5qz6cpVUJMS+9gLiEhAQcPHkRcXBz2798PZ2dnAMDAgQNx48YNlJaWIjEx0WAdJaQ5kAUZPu4+CjnlfNx9FM5T9stSNhVWIi5B6slUpGelm+lZNE8JSQmYtXmWTb7+8mlxuqM7yqrKIIoRITAwUOkaJ/n1nZSPzvbFxIhQ+Pt5ZGWkU+BuLvoO+/Xs2ZMdPXqU+7pjx44KjxcXF7OePXvq27xFkg11ikQidujQIXN3h9go2fRpr4BeTNBDwCSZEq2mARtOhbn5uBlkCtGWGXJqyM3HTeH1j4yKNEjb5ib/Gvn38W80/U/TYs1bZrqEBfryWfY8sCG9XFmfwMZLQrSRlpbGMiQS1s27M4uOitJ8QTNx6NAhJhKJNE6z6h3Mubu7K3zdMJhjjDGBQLt1FdaC1swRY5NfK8cP5CtdK6fx2v1g/ADdrm2OZEGztsGypnbadWjHXIe4cq+/JFNiwN6aj3ywJughaPQHg7+/v0HXHxLrEvVuJMueB8YkYPvngfl0dNOrnT4BAaxfWy+21aUH627fivn6+NDn6S/axB5672a1t7dHWVkZPDyUr52wldJdxDZZ6s7PvBN53Fo5KZOiaH4RgoODtepfeGg4Ck4WIGdpDtyc3FBWVaZ0JyxR3J05O3E2fKt89XqN5NuxW2mHWf1nIWdpDkLGhthE3r+GO6o9nD1wK/4WpEzKTf97e3lTzdVmbMRoIeLjMsAgReJhF7h38NF8kRJlRcVYUuuB8U4eYAA2SR/R50kX+kaKb775Jhs9ejS7du0aY0xxZO7s2bNs4MCB7N1339W3eaXu3LnDQkNDma+vr8Zzc3JymFAoZOPGjWP9+vVjw4cPZ6dPn1Z5/muvvca6dOmitk0ambM9ljZF1HB0TZ/RHWVTYUSRsilpQ7QTGRVpcZ8pfSnbUS0UChuNaMqer608b6K76Ogo1qOrgGWmK45y67JrXDYyl+LSg/V0cmV9AgJM0HProE3soXcwV1xczDp16sT4fD7r1q0bc3JyYgMGDGDe3t7Mzs6O+fr6stLSUn2bb+TChQts5MiRLCoqSmPQxRhjQUFBbN++fdzXixYtYu7u7kwqlTY69+jRo8zNzU3rYI7WzFkXdT9Q5H8BGTpdhb5UpRzRlrKpMKJIPmhu0a8Fc2njotf7riz4tpWgRtUaTMaUp2KxledN9KPu/Zd9X6n7+dpwzRx9nuoZfc0cY4yVlpayt99+m7m5uTEej8d4PB5zc3NjM2bMYLdv325K043cvHmTPXnyhO3YsUOrYO77779XCNwOHjzIALB79+4pnFddXc369+/PPvroIxqZs3HKfjhoe8zU9OmD7Ielj68P4z3PY9gP5jLYhUbmVFA1wqRvO7Lg2xI+P4YgH6jKPkcUzBFVNAVz2pwnezw6Kop18+7MMiRNW89qK4y6Zg6oL+m1bds2fP7557hz5w4YY2jfvr1RarB6eXnpdP4LL7zA/buyshLbtm3D9OnT0bZtW4XzNmzYgFdffRWenp4G6SexbPJr5e6X30dFXQVEMSKFXG3WSn5dnShGhJylOVi/cj1YLTNzzyxTSnIKCoMLubVt+qZUkLVjC58hefJrMGWfI0o7QYyttKQE148VYJ6jAEnRCyD16UBrfrWgd545APjzzz/x/fff44cffkBNTQ06dOhglECuKUJDQyEQCODg4IDNmzcrPFZcXIy9e/di3rx55ukcMTlZ/itmx1DsVowHGx8o5AQzd9JdQyVblSUUDg8Npx+EJmKLiXJlnyNZICd7bsXFxQDM//1CzE/T5z5GJMKVny4iM127HHSPyu4h2lGA8U4eeKvWDWVFxcbqum3Rdbjv4cOHbOXKlaxz587Mzs5O4T8fHx+2atUq9vDhw6aMKKql7TSrvOrqajZ//nzWvXt3VllZyR1/7bXX2JEjR7Rul6ZZrVfDqbCG68oioyIbpQWx9tQSNO2lmew1auo6RVt+rVUtRWhKGh3SPGRIJKyXkyvb6tKD9Wvrxdq7u6vMIydb6uDr48O627diKS492AttvWgjBDPCNOuff/6Jl156CT///DMAwM/PDx06dEBdXR1u376Na9euYfny5cjKysKhQ4fg7e1thPBTdw4ODli7di2Sk5PxxRdf4O2338axY8fAGMPYsWN1bi8uLg6Ojo4AgKCgIAQFBRm6y8SAGhYJH5o1VCHFgqxQfcO0IHlH86wyvYT8VLK2aU2aG/nXKKBvAC7WXUSduI77fFjj+25qCt8vJ6W4/MVlSoVDFHyTd5gbZfv+YQUqa6owt6UntmxLQ+bQoQgL//v7TP7nVIxIhE0HDuLDhCRIWfNcJpKfn4/8/HwAQHV1teYLtI0MpVIp69+/P2vdujVbt24du3PnTqNzbt26xT766CPWqlUrNmDAAFZXV6dXFKqOtiNzYrFY4eu6ujrWsmVLtmnTJsYYYwsXLmT9+/dnI0eOZCNHjmTdu3dnTk5ObOTIkey9995T2iaNzFmnhrvyhgYNVaiwIBuNkV/wbedvx/z7+Jt9ZysxPmXpRbRlKTugjUnjyNx7YPAHpcIhjchG5lJcejAfp1Zsq0sP9ofHMJbi0oN18+6s9vvGlke7dWXQ1CTp6enMzc2NXbhwQeO5P/74I2vTpg3LyMjQtnmtqQrmNm/ezMLCwrivnZ2dFfr66aefMicnJ/bzzz/r1K48Cuask3yQBh+wFv1bqJwasrWdic0h2GgqQ+T2s2Xq0ve8OP5F5tzJmVLhEJVkO1PnRIlYD4fWXB65DIn6ND7W/rPXkAwazIWEhLANGzZoffPExEQ2adIkrc/X5PHjx41G0JKTk7nHFy5cyAIDA7mvN27cyAYPHsxGjhzJBg8ezIYPH86+/vprpW2//PLLCu3u3btX6XkUzFkvWZDm6Omo8ItH0KNxyTldttFbC1t5HsbS1DVztkzTZ4dLUk2pcIgKss+QLLCTrZmjYE47Bg3mOnfuzG7duqX1zUtLS1mnTp20Pt8aUNJg6yYUCpl/H3+F+pnKfvHIRrAkmRKb+AVPgYp26JeHctrkBTNUnVtim1T9gayuri99P9bTNmmw1qlJnj59ivbt22u9eK9Dhw7aLdqzQmKxmDY9WKlFCxbh4zkfw22+G7zLvcGr4yndTp+QlIBZm2ehRFyikLrE2sg2f1j78yCmp0uqFUqFQ/Th7V1f11cgECA3NxcRERE2meKnKYKCgiAWizWep/VuVj6fr3Mn9LmGEGOS/aJJ25XWqIiz/A7Hn2/8jNrPa61+Z6ut7NAlpke7oElTKdtZLzvO5/Fw5aeLiBEp5iikz51+tA7mHj9+jD179oDpsE24qqpKr04RYkiqfqA0JP9DJKBvAK4lXkMFq+BSl1gj4QghMuIzFFKwEEWUyoUQ41D2vSSRSJC0fj34Rbcwr9YNW7alwamHn5l6aDu0DuYqKiowffp0rRtmjFlcNQjSPKn6gaLOogWLwLPnIXZpLELGhljtaJZ8SSZrfh7GRMEbIcYn/0fT9Z9/hbiFH8Y7eYAB2FR2z9zds3o8puVQm5ubGzZt2qR1w4wxzJ8/H/fv39e7c5amoqICbdq0gUgkwsSJE2ndnBWS/4EiEAg0/iIPDg5uNB1r7j7pwxTPgzRPss8WfcaItvoGBoJfdAtv1bpB/LgQdq4umDTtNSSn2FZ9Y0PIz8/HwYMHkZKSgvLycri6uio9T+tgrmPHjrh586ZOndDnGksmC+bUvaDEtpjyF5Qx70W/aHVjigDbVlAwR3QlWzO3IHoOXB8+wZwWnbGlugTLtn+sUBWC1NMm9tB6N+v169d17oA+1xBCDId2huknIiKi0S47oqjhZ6u4mAqiE+1EREQgLDwcrVu2xJwWnTHeyQMiRwG+yTts7q5ZLa3XzMlqkepCn2sIMTVlozCy46ZaFC+KEeF84XmD17akESViLA0/W8HBwWbsDbFGrTzaYUtZIRiALdUlWC4cb+4uWS2tp1kJrZmzdeaaJkrPSscba9+AdLkUromu8K3yxfkfzpu8H6QxmjrUjKakib6Cg4PR1c8Phw8cxPhJE2nNnBIGXzNHaM2crTPXL+7XRa8jbWwaMBlANuA23w33r1v+xiFb/yUuihEh5+v6XcApyfRLhhBDafizo7i4GOfP0x+wqhh0zRwhtkoikSA9Kx3nC89DFCPSfIGBCUcIwY/nA9mAS6ILfNx9TN4HfdjyujKqnEGI8ch+dpw7dw65ubnw9vY2d5esntZr5gixVQlJCSh0LkSluBKp8akYmjXUpPnY5HPBrV+5HqzWOIPltj6S1lTyr8+dp3cgFVPlDEKIdaCROT3ExcUhPz/f3N0gBlJ0twiVCyvrf3EvkyLvRJ7J+2CK2paGHkkz94imocm/PutXrudGS/nxfAhHUOUMQgyNdttrlp+fj7i4OM0nMj198sknKh9bu3YtCwkJYb/++qu+zVuk8vJyBoCVl5ebuyvEgPz7+DPXIa4M+8H4AXwmyZSY9P5paWlMKBSygIAAJhQKWVpamtHuI8mUMEEPAYuKjmpye/59/JnLEBeGbDB+oOlfN2MRCoWMMcaioqMM9loRQoi+tIk99N4AIRAIUFJSovSx33//HVlZWcjLy8OpU6f0ad4i0QYI2ySRSOpLd62MtenF7gF9A+qnkxdWgh/Px+73dzdp6rBtl7Z4sPEBt3Ej8mgk9qTsMVh/zUV+IwztZiWEmJtRN0CoiwG7deuGZcuW4erVq/o2T0iTyYbwAwMD1Q7hR0REIDw0HAF+ATYbyAGGn072cfeBa6KrTU1Fyuf7oykfQoi10GkDRHx8PPfvR48eYdWqVUqDutraWvz8889wcXFpeg8J0ZNsgT+NrtTzcfdBXWIdKlhFffC1pGnB16IFi+pHNJfWj2ha+wYB2Q5WqViK2Ymz4VvlC28v2mVHCLF8OgVzK1eu5P7N4/GwYsUKlee6u7vjs88+07tjliwuLo6SBhOrY+jgS7aBIm1Xmk2MaOadyIN0ef0O1gpWgZ/f/Rm8Op5JKoAQQogysqTBmui0Zk5Wa5UxhgEDBuDs2bNKz2vVqhU8PDy0bdZq0Jo566RpZK65peww9EilrYx8cpU4lknhkugCvyd+VImDEGJ22sQeOo3MdenShfv3vHnzFL4mxNLINjbIUmeoGj2y9eDNWOSDYFsYvTJVvj9CCDE0o5bzKigowNChQ43VvMnRyJx1MfTuTWvX3EYg9SU/0kivGSHE3LSJPYwazKlLX2KNZC+oSCSiNXNWwBCpM+iXefOjbNrYVqaSCSHWRbZmLiUlxTDTrB9++CEePHiADRs2AADGjBmj8Zp79+5p27xVEYvFNDJnBQyxe5N2xBJCCDGXoKAgDB48GCkp6jeZaR3Mpaam4uHDh0hISICDgwNOnDiBzp07q71GKpVq2zwhBmdrqTOIcdnaGkBCSPOhdTD3448/orq6Gg4ODgAAT09PFBYWqr2mY8eOTesdIU1ga6kziHGpCt7kEwmzWkYBHiHE4mgdzHXo0EHh688//1zjNdqcY40oz1zzIvtlrm5HLLFN8omE31nzDhx+d8D69evBGAOPxwMAWktJCDEao+SZ00ZhYSEePHiAgIAA2NnpXS3MItFuVuvUlPVuXO6x5VKb3BGr6waP5rYh5HXR60gbm8ZtonGb74bBvQdT7VZCiMkYtTbrf//7X4wZMwavv/46dyw2NhbPPvss+vXrB39/f9y+fVvf5gmxCPJVAaTLpIhdGaux1qs1iYiIQG5uLgQCAXJzczUGZrqeb+2EI4Tgx/OBbMAl0QU+7j7m7hIhhDSidzD3+eefo6qqigvmTp8+jaSkJAwcOBCbN2+Gm5ubQi1XQkxNIpEgODiYW9CuT/Al/8ucH8/H+pXrrT6Qkb0u+gal8tPOti48NBwzh82EYKkAn8z9BIsWLDJ3lwghpDGmp65du7KbN29yX7/11lusRYsWrLS0lDHGWGlpKXvmmWf0bd4ilZeXMwCsvLzc3F0hJhQVHcUEPQQsKjqKMcaYUCg0c48MQygUsrS0NCbJlCg8P3UkmRLGD+QzZIPxA/lMkikxQU/NT/491+d1I4QQfWkTe+g9MldVVQUvLy8A9SlIvvzyS0yaNInbKNGhQwc8efLEEPGmxYmLi0N+fr65u0FMJCU5BQF+ARgyaAjSs9INNirV1BGyppCNrs1ZMAezNs9CibgEqSdTkZ6Vrva6htPOeSfyTNRjy6Dv60YIIfrIz89HXFyc5hP1jRS7du3Kbt++zRhjbN++fczOzo79+9//5h6vrKxkPj4++jZvkWhkrvkSCoXMv48/cxniYvBRKVOP9MmPrsEH9f9nYNgPFhkVqd21+8H4Ac1rZK4prxshhOhLm9hD69QkDU2ZMgUvvfQSxowZg127dsHb2xsTJ04EANy9exeLFy/G888/r2/zhFgE+d2bP9/4GbWf19aPSjEp8o7mWeXOVvnRNZwEHFY7oIbVaFUlQ74YfXNIxCz//seujIVUrN/rRgghRqVvpPjo0SP2xhtvsLZt27Ju3bqxkydPMsYYq62tZTwej9nZ2bE9e/bo27xKd+7cYaGhoczX11fjuTk5OUwoFLJx48axfv36seHDh7PTp09zj9fV1bHt27ezESNGsNGjR7PAwEA2c+ZMdv/+faXt0chc8+bfx5+5DnE16KhUw/V4piA/umbnb8ei5ureB1tZN6gLQ7xuhBCiK21iD72DOXO4cOECGzlyJIuKimJdunTReH5QUBDbt28f9/WiRYuYu7s7k0qljLH6qeBWrVqx3377jTFWH6AOHDiQ/d///Z/S9mQvqEgkYocOHWr6EyJWxdCL3s25maCpmzqaYzDHmO1uhiGEWKZDhw4xkUhkW8HczZs32ZMnT9iOHTu0Cua+//57LnBjjLGDBw8yAOzevXuMMcaePHnC1q9fr3DN5s2bmbOzM6urq2vUHo3MEcYM9ws8MirSrOuuZLsyhUIhCwgI4L5WR9fzbVHDna2EEGJMRl0zp43nn38eFy5cMFh7st2z2nrhhRe4f1dWVmLbtm2YPn062rZtCwBwcnLCwoULFa55/Pgx2rdvz5XqIcRYhCOEyIjPgJRJzbbuSl0FB1XVHqw1vx4hhNiqJgVzpaWlyM/Px82bN1FdXd3o8evXrzeleYMJDQ1Fbm4uhEIhNm/erPI8xhj27duHRYsoMSgxPnNtJpAP0oKDg1UGaLLjVLKqMW1fQ0IIMQW9g7n8/HxMnjxZbS45SxndysrKQk1NDRYvXoz+/fvj+++/R+vWrRudt3HjRvj4+GD27Nlm6CWxdMb4BZ6SnILC4EKkJKcYqJeaKet3c6u5qg/510gikdBrRAixGDzGGNPnwoCAAPj6+mLu3Lno3LkzHB0dFR5njGHAgAFGqc+6c+dOrFy5EteuXdPpuurqarRq1Qqpqal4++23FR7LzMyERCLB3r170aJFC6XXy4rdikQi7vkGBQUhKChIr+dBCGBZxdplQaosaLlffh8VdRUIfyXcpAEnIYQ0Z/n5+VxxgurqaqSkpKC8vByurq5Kz9d7ZK6oqAhnz55tFMTJW7x4sb7NG8SaNWuwZMkS7msHBwc4Ojri4cOHCudlZWVhz549yM7OhpOTEy5fvgwfHx84OTkpbVcsFqt8QQnRlqVN1cmqG/id8UNubi4C+gag2K0Y0uVSpManYmjWUJvPK0cIIZZAfqCooqICKSnq/5jWu5xXjx49UFdXp/acsLAwfZvXS3JyMqZNm8Z9vWrVKly8eJH7+vPPP4dUKsW4ceO4Y1lZWdi6dSt27tyJmpoaPHz4EB9++CFu3rxp0r6T5iciIgK5ubk4d+4ccnNzzRrIpWelI/VkqkJ5qrKqsmZduosQQqyF3iNza9aswbx587B27Vq4ubkpPad///4oKSnR9xaNVFVVQSgUorS0FKWlpRg1ahSmTp2K6OhoAPWjhb/++qtCH//5z3/C0dER1dXVsLe3x1dffYWePXsCqN/AERERAalUivbt2yvca/Xq1QbrNyGWTqHmKpNi66db8fjhY/BW8sAYoyoHhBBiwfReMzdmzBgUFRWhuLgYXbt2hYeHB+zsFAf6Tp06pXaDhLWRXzM3ceJEWitHbEZ6VjreWPsGpMukwHygRYcWeLLkCfAe4Mbc8EL3F+DId6QNEoQQYkL5+fk4ePCgxjVzegdz9vb26Ny5s9pz/vzzT9TU1OjTvEWSBXPqXlBCrJUoRoScr3NQdrcM1anV9TVIswHBUgGKfykGYFmbNQghpDnQJvbQe5rV09MThYWFas/p2LGjvs0TQkxMlial2LkY1xKvoYJVgB/Ph4ezh7m7RgghRA29N0AkJCRoPGf79u36Nk8IMZNFCxbh4zkfw22+G7zLvcGr4yEwMJDb7SqKEZm7i4QQQuToHcy9/vrrGs9555139G3eosXFxXH5XwixBRKJBMHBwVxCXFbLMLj3YFwvvI5z586B2THs+WGPwm5XQgghxpWfn4+4uDiN5+m9Zg4Anjx5AolEgl9++QX37t1r9HhWVhYePXqkb/MWh9bMkeZAWTWI6LhoPNj4gFtHF3k0EntS9pi7q4QQYvO0iT30DuauXLmCcePGcVUYeLz6FAYKjfN4kEql+jRvkSiYI81VQN8AXHO+hooF9evodi/ZTQmECSHEBLSJPfSeZl28eDGeffZZ/Prrr6itrUX79u1RV1eHuro6XL9+HSEhIdi7d6/enSeEWA7ZOjrBUgFmDp9JgRwhhFgQvUfmPD098fPPP8PT0xMAIBAIFBIEl5eX46WXXsLp06cN01MLQCNzpKHmVqCeUpMQQohpGXVkzt7engvkZOSnVNu0aYOioiJ9m7dotAGieZNtFggMDIREIkFERAQEAoHZS3IZk/wGieDgYEgkEnN3iRBCbJ7RN0D07NkT2dnZXGms/v37Iy4uDpMnTwYAfPXVV/jnP/+J4uJifZq3SDQyZxi2MpolP0pFI1aEEEKMwagjc+PGjcPYsWPx2WefAQBee+01hIWFYeLEiZg4cSKmTJmC4OBgfZsnVkx+5ErZKI6swLwtjGZJJBKkZ6VT/jVCCCFmo/fIXGFhIXJzc9G+fXu8+uqrePLkCcLCwvCf//wHPB4PL730Evbs2YN27doZus9mQyNzutE0WmXNo1my0ldP7j9BTdcaVC6srN/l+T7t8iSEEGI4Ri3n5efnB5Ho75GIFi1aICcnBw8ePICjoyNatmypb9MWLy4uDhMnTkRQUJC5u0LMID0rHaknUyEVS4F5ABYCmAxImRR5R/MomCOEEGIQ+fn5OHjwoMbz9A7m4uPjAdSPrvTr14877ubmpm+TVkMsFtPIXDOWdyIP0uXS+gS6JwGH1Q6oYTXgx/MhXCI0d/cIIYTYiKCgIAwePBgpKSlqz9N7zdzKlStx/Phx1NXV6dsEIVZJOEIIfjwfyAbsvrbDu8PfpfxrhBBCzEbvkbl27drhyJEj4PP5huwPaSZkRdvTs9LBapnWmyAsYSdseGg4Ck4WIGdpDkLGhiBlYwoKgwuRkqz+LydCCCHEGPQemevRo4fGuqsffPCBvs1bNGvJM6dpV6m5yNaclYhLMHvzbCQkJWh9rfxO2IiICEgkErM8v5TkFAT4BVAARwghxGiMnmeuoKAAKSkp2LBhAzp06KD0nIZVIaydte5mNceuUVFMDHIOfY318SvB6moVRs9eF72OtLFpXNF2t/luuH/9vk7tW0KOt+DgYC6gtPaceYQQQiyTUXezLlu2DEVFRfDx8cGzzz4LT09P2NkpDvTdu3dP3+aJFUvPyEJq/klI3xBj9rpE+PKqFAIc4QghMuIzIGVSuCS6wMfdx4y9bRoK3gghhJib3sHciRMn0LlzZwgEAjx+/BjXr19vdI58eS/SfOQdPwHp68uB4ZNRwRiKPp2v8Lj8mrP1K9eD1eo1OGw28uv2ZKNzFNARQggxF72DOU9PTxQWFqo9p2PHjvo2TwxAIpGAZ2eP85cLIYqJQUpysknuKxw1Ahkr4iFlDC77E+Hj6d7onJTk+k0Dht79aYoNEhS8EUIIsSRaB3Nvv/029+81a9YgIUHzovWdO3fq1SlLZy1JgxMSk1DInFH5hhipe+IxNCML4dNCjX7f8GmhKDh1Ejl7lnJr5kxFFmhZc3UJQgghBNA+abDWu1n37t2LLl26oEuXLnBwcMDrr7+u8RpLD3b0JRaLreK5Fd25i8r/WwgMnwxp5DLkHT9hsnunJCcj4Dk/hE8LbTSKJdtle/LkSYvaZUsIIYRYkqCgIIjFYo3naT0y17p1a6xYsaJJnSKm5ePpjrr9iahgDPw98RDGLzF3lwD8PXrWvn17Gj0jhBBCmkjrkTkej6dz43v37tX5GmI4ixYuwMeL50CwZylmvjTcJFOslkCWkFgUI9J8MiGEEGLl9E4arI25c+cas3mzsZakwREREQifFoqA5/xMtvnBFEQxMTh/uRDpGVmNpmjlExKnnkxFela6mXpJCCGENI22SYO1nma9e/cuXnzxReiSY9hW88yJxWKrShpsaWQ7Tp88eaJzao+GOewcbl6Bk2tbbrdu3ok8SJdLgcmAlEmRdzSP6qUSQgixSkFBQRg8eDBSUtRXG9K6AkTDhMDa4PF4NpVrzlorQAQEBMDb29tkVQq0TQ+iTwWF12eKkNZpLDB8MrB1AfC/I8D0D8HfE4/dH74P2Enxxto3IF0mBT+ej91LdlMwRwghxGoZtAJEhw4dcPPmTZ06QHnmzFsYXnZv2XpHxhi34cCY/VLWlkQiQUJCApeb0LFFC0gdneHX9Qxyc3O1TiUin8MO3+wDojfW79ZlDFt3fI6Th3O5hMQhY0NMFsiZ830mhBDSzDEtdezYUdtTOXPnztX5GktWXl7OALDy8nKdrxUKhUboUdP7YOp+CYVC5h/Yh/GfC2SIz2b85wKZJD1Tp35ERUczwbM9WGffZ5hdV3+GD/cz/rMBTJKeqXAfc7CE95kQQojt0Cb20LsChDY2btxozObNxlqSBluqsodVkL4h5kbU8o4f1en6lORkFAYHAwAmdu2KbRtn4Z2I0GazW5cQQkjzoG3SYK2DuadPn+Lbb78FYwwDBgxAixYtmtRBa2aoDRCmnJqT7QAdOz4IjvZ87p7FxcVGuZ86Hq2dcWtP/VSpLP9d2h71peFUSUlOxt6sLIvYrStLiZKelc7Vm6WpV0IIIfrSdgOE1rsaXFxc8MYbb2D69Ok6r50zlLKyMoSFhcHPz0/juQcOHEBwcDDGjx+P/v37Y8SIEThz5kyj87Zu3Yo+ffpgyJAhCA4Oxo0bN4zRdaUiIiKQm5sLgUCA3Nxco/2il+0ALXlDjOPXbiPy9TchEAjg17Uryh5XQxQTY5T7quLd0Qszg4bpnf9OIpGguLTYonLJyadEmb15NhKSEkz2/hJCCGnetA7mrl27hsLCQly9elWrYMrQLl68iKlTp8Ld3V2r9Cgff/wx3nnnHRw+fBhnz57F4MGDMWHCBNTV1XHnZGdnY9WqVThy5AhOnTqFQYMGYdKkSQrn2IK84ycgfX25Qlmv4pulXICXmn8S6RlZJu2TrNzXkEGDdC7tlZCUgEvsEkrEJdj65Vbcr7vPBXWyUmElJSUmLRUmnxKlYkEFiu4WmeS+hBBCiFGTBhuSh4cH8vPz0b9/f63O/+ijjzB58mTu6+HDh+Pu3bsoLy/njiUmJiIyMhIeHh4AgDlz5uD8+fM4elT9Gi5LThosC2YCAwO5YEY4agT4e+KBE9n105qjRtSvW2sQ4JmiP999/12jEbXI199EtX0L+HXtqtXoVdHdovrAqRqAJ1D7WS2XIFg2Gnbu3DmTjoYJRwjBj+cD2YBLogt83H0AKE69Ug1aQgghutA2abDWu1ktxY4dO1iXLl10uqaiooKFhISw6dOnc8eePn3K7O3t2e7duxXO9fPzYytWrFDajrF2sxpjB2TDNmU7QF8cN55J0jOZW8dOjPeM4k7QtLQ0JhQKWUBAABMKhSwtLc2g/Rn70jiG58GQDWbnb8f8+/gz/8A+zCVgiMLOVk38+/gzfiCfYUJ9W2Bg2A8WGRVpsP7qIyo6igl6CJgkU8LS0tKYJFNS389sMNchrsy/j79Z+0cIIcT6aBN7WM3InL5CQ0MhEAjg4OCAzZs3c8fLyspQW1uLdu3aKZzfrl07g68JlG0+MPXaNHmyac07d+5g1rrNeDB7M9jjCrh9+h63bs2Ya7yKb5bi6wvfAx8CmAzUrahDWVUZiu7cReX/LVQYIVQ2uihv0YJF6M3rDbdzbuCt5AHZAD+eD+EIocH6q4+U5BQE+AWA1TJIJBKIFolo6pUQQojR2Xwwl5WVhXv37qFTp07o378/Hj58qPC4LKGupmP6kt98oGxtmro6o8YgHzxhdhJaOjubZCdo2cMqYOibwFpXIBvACsDD2QM+nu5w3Z+oMAWsKaiMiIiAt5c3Bj8/GLNHzIbTLCeM6jAKabvSVAaApiTrv4+7j9KpV0IIIcSQjJpnzlI4ODhg7dq1SE5OxhdffIG3334bnp6esLe3b1Q/9t69e/Dy8lLbXlxcHBwdHQHUbxtWl29OYfPBXznVZLs3G9YZ9eVVceWtmpLSQn4ksGGg5uPpjrr9iaj4Ky2IR2tnrdttCo/Wzrj143FIA98G5uxEuxp7eL/gjYiICPDs7PG2SLtccfKvTUlJCSIiIrA3ay++zv8aALSuJGFo8v2SlSnz9vLGsK7DkLM0B+tXrufSlRBCCCHq5Ofnc2vzq6urNV9gwmlfg9B2zZxYLFb4uq6ujrVs2ZJt2rSJOzZ48GAWGxvLff3gwQNmZ2fHDh8+rLRNfdbMSdIz66sdKKlSEPnPKIb4bIb/MoYP9zM3bx+Fa7VdSye/1s0/sA+z6xqgdA2abB2cJD2TCZ7twaKio7ljsut9fH2Zm7cPt4bOUIRCIbduz8fXlwUEBHBr814c/yJz8nRiUdFRCs/HxcVF7do92evj6enZ6Ji5ydbPRUVHKfTJmOsSCSGE2B5tYg+bCeY2b97MwsLCuK+dnZ3ZhQsXuK8//fRT5uTkxH7++Wfu2P79+1nHjh1ZWVkZY4yxVatWscDAQCaVSpXeW98NELIgJio6WuG4fKDn4j+Y+Qf2UXhc18BEKBQ2ChAj/xmlNIDw9/dvfEyuzJZrwJBG/dGX/PMXCoUKz0t+kwA/kM8kmRLuMfkgTZ7s+fj4+DBPT0/WokULhaDU3Bo+J2UbHyyhn4QQQiyfTQVzjx8/ZiNHjmTdu3dnTk5ObOTIkSw5OZl7fOHChSwwMJD7euPGjWzw4MFs5MiRbPDgwWz48OHs66+/btRuSkoK69OnDxs8eDATCoWsqKhIZR+MsZtVFugoGwnTJ5hTNxKoqW3Bsz3UjhTqg+vPXyOF/oF9FO4dGRWpckeqqmBO3XOxhCCp4XNy83FrNApnCf0khBBi+WwqmLMEpk5Nok8wx5jqkUBNbXMjcypGCvWZImw4Uih4tofykbn9YPyAv0fmoqKjFKZelZHvT0BAgMLUpjmpek4yDVOYEEIIIapQMGdgshdUJBKxQ4cO6XStsYO5hiN8qq5VFZDJru/lH6BypFCffjUcKWw4Mld/b8XATd3Uqyr+ffyZyxAXna4xJlWBJeWeI4QQoq1Dhw4xkUhEwZwhmWpkruEmBU3kpzJla930CrjkpkLV0XXEUD5hsaenp9KRPfkpVXVTr6q4+bhZVAJhxhRfJ1kQ3bCfbj5uZuwhIYQQS0dJgy1IcXGx2kS48hISkzBr3Wat66bKpz+pmLIARXfu6tS3hrVbyx5WaUzcq4uU5GR4tHSEoz0fAoFAY7oV+dJY2iYD9nH3gWuiq8UkEG6Ics8RQggxlmaRZ84SeHt7Izc3V6s8aEV37qJy5kaluemUEY4agYwV8ZAyhhaZayB9WK6Q70xTjjr562W552TXGSpvm+z5NyTLz/bkyROF/hacLMC2WdvwTug7CA8N19j+ogWLwLPnIXZpLELGhmh1jbEoyzknew8o9xwhhBBDo2BOD3FxcZg4caLaZMG6kg8ApA/L0SJzDZ78FVwJ45dovMa7phwVn85HyvoEsLpanZIMh08LRcGpk0j/dD5cHezAY224IKQhdQmJ9aEsaJRIJBg6ZAS2SfZC2yIlsr6m7UpDSnJKk/vVFKoCaFGMCOcLz8Ovqx8C/ALMGnASQgixfPn5+Th48KDmE0047Wv19Fkz13DDgb+/f6M8aT4+Pgp50nRdMydbm9XUdBfKrlfYedpgbZ2qtCfatq3qcf/APswlYIhR7mMu2uSeI4QQQhqiNXMWQLZW6ty5c8jNzYW3tzd3rHfv3rh9+zauX7+uUIM0IiIC4dNCEfCcn0nqpqoiPwoHNF5bl3f8RJPvIVubJ5uSlEgkCvVjDXUfc8s7kQfpcikwGZAuk6LobpHZa8gSQgixDRTMWRlDbkxQR1Y3Vn4ThnDUCPD3xAMnsuunf0eN0Lq/8sGavIbBbkREBHw83eG6PxE4kQ3sXIG9e3bC1dUVgYGBVhv8NNzUkZKQohDAE0IIIfqiNXN6MMaaOW01XGMmionB6Z8uoYufH9q2aaP1pgd5yhbsHzpx6u9RuL82YexJTUHBqZPI2bMUIS+NbbQpQ74d+R2rugYsQwcPAk6fwc//eheCtq5we+5ZlRso1D0HSwqUwkPDUXCyADlLc8y+QYMQQoh1oDVzRtCUPHMymkpPaVuaSqF0lx5ryzRRVxZMl/VvTSG/FlC25tDaC9Rb6po+Qgghlkmb2ING5kxItgYtPSMLrK5W5eNjxwfB0Z6vcZRJYQ2bFilMdCHb4apqFM7UBAKB1qldCCGEkOaEgjkTka1Bk74hxux1ifDlVcG7o5fSx2/ticfuD99XCKDkpxHvl5ejoqYO4c92g92ulajTkMJEXynJySgMDla6CUPVlCpRztKngQlpDp48eYLq6mpzd4MQtRwdHdGiRQudrqFgzkQUqjQwhl/+NQNlD6u4fG3KRtlYXW2jgCkhMQnFDm6Qvr0cafsT0bbyFpzMMHpm6KTCqkgkEhSXFqOsqgyiGJHR7mNsFLwRYl5PnjyBn58fSktLzd0VQtTy8vJCYWGhTgEdBXN60GcDhHyVBaftcXjq3gklb3yI1D3xGPrXTlH5KgzC+CUInxbaKGBatHI1pG+IuaDQ7dP5Jkthomx0yRhtywJXAEhISsAldglSsRSp8anozettsHsSQpqP6upqlJaW4vvvv4eLi4u5u0OIUpWVlejXrx8ePnwIBwcHfP3111ptgOAxxqiekJYqKirQpk0blJeXw9XVVefrRTExyDn0NfyeeQYFw2YAwycDJ7IRWVy/U1T2eMhLYxWCM/lgLqBPX1x6xCCNXAaX/Ynws3sC745eRhsdCwgIgLe3t8rpVPnHAWDo8OFKn4O25J9rcHAwTl86jQcbHwCTAWQD9u/aY9zAcTTSRQjRiezn92+//UbBHLFYlZWV6N69O+Lj4+Ht7Y0333wTjx490hh70MicCcnWoEW+/gbONBiFk39cXRDk3dELw7p2Rc6epVgfv5KbijU02UgZj8cDADDGlAaM8jVni2+WYs+3P6DyDTE34tjUqV/+U3vwVtqBsTrw4/lwljrTBghCiEFlZ2cjOzsbpaWl8PLywpQpUzBlyhSjX0uIKm5ubrh79y6kUqlW51MwZwb67BSVSCTg2dnj/OVC+HXtioDn/BTW1Bl6UX3DtoKDg1X2R1YhoujOXVTO3Giw3bXFN0txv7U3WI9IIGYnRvv3x/mSc3q3RwghysgCsMjISKSlpZns2m+++QYpKSm4evUq8vPz4e7uDgA4cOAAUlNT8dxzz2HhwoUoKCjA1q1b4eTkhDlz5qBHjx5Ys2YNjh8/jrCwMDDGUFRUhNGjR2PGjBmora3F8uXLsXPnToSEhCAuLg6dOnVCcnIyfvvtN7Rq1Qq3bt1CixYt8K9//QstW7bE999/j08//RTu7u6oqqrCzZs3ERMTg2HDhjXq9+XLl5GYmIi2bduipqYGN27cQGRkJF555RUA9VPaGzZswJUrV9CqVSvcv38f/fv3x+zZs2FnV1+r4MiRI9i7dy/atWuHyspKlJeXIy4uDr169cLt27cRHx+Pli1bAgCuXbuGl156CW+//bbS1/GPP/7Axo0bAQA8Hg+PHz/GzJkzMWDAAK3eh5s3b2Lp0qUoLy/H/v378ejRIyxbtgyOjo5wcHDA9evXsWLFCnTt2lWn97cp+Hy+TudTMKcHQyQN1mYUDvg7Xcl38xegRtCVG/Xq3Ypn1qnGhMQkFDJnhf74eLqjbn8iKvTYXSsbCTx58iQCAwPrfzjdfYC6v4JD9B4Or+KjOP+/c0Z7ToQQYkojR45EaWkpNm7ciNmzZyMjIwN8Ph+TJk3C5cuXERoais6dOyMsLAxnzpxB27ZtMXHiRADAjBkz8N1330EsFgMAHj9+jN69eyMoKAidO3eGWCzGzp07MWfOHHTq1AlnzpzBt99+iy+++AIAUFdXh0mTJqGqqgotW7ZEdHQ09u/fD29vbwDAzp07ceHCBaXBXFxcHBYuXIiBAwcCAI4ePYqjR49ywdysWbPQu3dvfPrpp9y93nvvPXzwwQcQi8V4+vQpFixYgDNnznAB26pVq3D16lX06tULa9aswahRozB16lQAwO+//47Vq1crDeauX7+OsLAwpKeno1u3bgCAkpISTJ48GVu2bEH//v01vg8dO3bEjBkzkJSUBAC4d+8eampq8K9//QsAsH37dixatAj79+/X2JahHTlyBHl5eRrPo3JeehCLxSap/iBfUusez0mhXmnZwyqj31+dhvVTyx5WYdHCBfh48RwI9izFzJeG6zQqFxERAb+ufqhuUY1FSxZh0aJFSFmfwJUPw84VcHVyQEUtuJFAQgjRR3Z2duNjOQdw6doNZOcc0Hxug2OqrlV1fUMffvghbt26hbVr12o8V5X79++jpqYGFRUVSh+vqKjAvXv38PjxYwCAnZ0ddu/ejbZt2wKoX6v1559/cueHh4cjMjJSZVvy544ePRqxsbEAgO+++w4FBQWIjo7mHrezs8P777+P3bt3488//8TTp0/x8OFD3Lp1iztnwYIFGDNmjNK+dOvWDRs2bFDal02bNuHFF1/kAjkA3Pru9evXA6j//SIQCLBr1y6EhISgV69eAIBt27ZhypQpWLx4MY4dO8Zd37lzZ2zevJn7ukuXLmbbBT1u3DguYFeHgjkLJp+uBCOnwiFtNXAiG7ydK2Bf+8Rkhdrlkx3L7idfP5W/Jx4erZ0RERGB8Gmheu2uTc9KR+rJVDxNfYrZm2cjISkB4dNCMTNoGAR7loJf8gc+zTmIp717Yuv+A0jPyDLGUyWENAP79u3D48ePuf8yv9iLxR/vwq3p6/D+x7uQ+cVe7rF9+/apvV7dtaqub6h169bYvn070tLStBqFkamqqsLixYsRHh6OoKAgREZGondv5Tv+R48eDS8vLwwYMACxsbE4dOgQWrduzU17Ll26tP5neHg4tm/fjgcPHqjcKBIbG4ulS5ciJCQEKSkpuHHjBhcU/vDDD+jSpQucnJwUrvHy8oKLiwvOnTsHV1dXiEQijBs3Du+88w7S09NRU1PDjdJFR0dj165dGDduHJKSkvDLL79wU9AN/fjjj3juuecaHe/WrRt++OEHAOB+bwkEAuTk5CA2Nha//PILNm3aBIlEgnXr1sHR0VHhetl6cQA4duwY3njjDaX3txQUzFkIZQXp5Qvb2/3wNd4NGg7BnqWY/fIoXC8sNEmhdvnRwdnrNiMhsX4YWn4UrntLcDnz9JV3Ig/S5VJgMlCxoAJFd4sA1E9HBzznhzp7Pmrb3wTeOwEIyrB1++cGeX6EkObn5s2b3Fq3KVOmIH59Eh69uggYPhkPp8Yifn0S99jNmzfVXq/uWlXXK9O1a1ckJyfjvffew5UrV7S6xtnZGevWrUNaWhpGjx6tck0ZADg4OCAtLQ1ffPEFvL29sW7dOowePZobHQsPD8fZs2fxyiuv4OTJkxg0aJDKUcWxY8fihx9+wFtvvYVffvkFY8aMwdatWwHUb5aTD4RUWbBgAU6ePInhw4fjwIEDGDBgAAoKCgAAgYGB+O677xAbG4vS0lJMnjwZcXFxStvR9n4AMGLECADAW2+9hYKCAjz//PNwdnYGAJXr644fP47y8nK8++67Wt3DXCiYsxARERHIzc3FuXPnuCBNfmRqlnAEUjZvNFlOORmFZMdTFqDozl2uv+HTQuHR2hm/VfFQ8oYYqfkn9R4xE44Qgh/PB7IBl0QX+Lj7AKgPcr///nvwHJ8AS6vqU5TEVQEOTwz1FAkhzUzHjh25XajZ2dlYHrsArfcmACey0WpvApbHLuAe69ixo9rr1V2r6npVxo4di5kzZ2LGjBncdKg27Ozs8Nprr2HJEtXrlO/du4c///wTvXr1wrx583D06FG4u7sjJycHAHDhwgW0bdsWYWFh2L59O+Lj45GSkqK0rQsXLqBly5aYNGkStmzZgm3btnEbEPr27Yvr1683qrRx69YtVFZWIiAggGvDy8sL06dPR1ZWFqZPn86tsbt06RIcHBwwfvx4rF+/Hl999RV27tyJ+/fvN+pLnz59cPny5UbHL1++jL59+yocazhaqMnx48fxn//8Bxs3buRGMC2VZffOQsXFxSE/P1+na5SNvGlDNjJlygBOnvzooMv+RPh4Kg51lz2s+rtyReQy5B0/odd9wkPDMXPYTDjNcsIncz/BogWLANQHjf369cOsiJmw+9AOyAZ4K3mIenN2k58bIaR5mjp1Klq2bMn9F/baq1g7+0102PU+1kVNR9hrr3KPyRbhq7pe3bWqrldn7ty5eOaZZ7Bz506drhs+fDju3buH06dPK338119/VQjO7OzswBiDQCAAALz//vuNAkjZYw2tXr1aYb2b/LmDBg3CwIEDkZqayj3GGENiYiKmT5+Ozp07AwDmzZuHuro6pW189tlnOH/+vMJjLi4uSnOszZ07F19//TWuXr3KHbt16xYyMjKwaNEipf0HgCFDhuDChQuoqqpff3727FmFx48cOYJDhw4hMTER9vb2WLZsmcq2jOnIkSMqRyXlUdJgHTQ1aXBD2pbCaphI19R51mTJjGV57RSSBsslMebvicfu+CVI27NL7z62b98et2/fVjgme86iGBG2ZW3DO6HvICVZ+V+MhBCijDZJg/VJL9KUa2WpSVq3bo05c+YgMDAQAPDw4UNMmDABe/bsQefOnZGZmak2NcnKlSvh6OiIPXv2YPv27ZgxYwYuXbqkkJoEAFauXAlnZ2e4uLjg9u3b6Nq1K95//33weDwkJCTgwoUL6Ny5M54+fYr79+9jxYoV6NKlS6N+b9++HUePHoWPjw+kUilKS0uxcOFC+Pv7A6hPTfLxxx/j2rVraNGiBR4+fIj+/fvj9ddf56ZEY2NjcffuXXh5eeHx48eorq7G6tWr0a5dOxw4cACZmZnw9fUFYwx//vkn3n33XYwcOVLp63j9+nVs2LABLVq0AI/HQ2VlJWbNmoV//OMfAIA1a9YgOTkZ06dPx/z58+Hp6QmgfgPEV199hR49esDe3h5ffvkl5s2bh1GjRmH48OFo06YN19/KykqFgNFYZEmDU1JS8OjRI8ydOxdPnjzRGHtQMKcDQwVzuhapN3cwp+6+wcHB8OvaVaHqQ1P6qC6YU/U4IYRoYonBHCEN6RvM0TSrGShbH6eM/NRsQEAAAgMDdZ6mNRb5vhVeuQKPlo4YMmiQXlPJMqKYGEo9QgghhOiIkgbrwRBJg7VhyfVHlVWIaEp/ZbtmpfNTDVYKjBBCtCFfkisyMlLvcl66XkuIJtomDaZgTg9isdgga+asgfyUsKFLhsmT3zVriFJghBCiraYEYBS8EWMaN24chg8frnJnsQwFc0QtU40OujragbdzRX3OoJ0r4PryKIVAMiAgADweD0+ePDFqUEkIIYRYGwrmSJMYauSuPvVKDHL2LEXIy2O5VCwN2zLXBhBCCCHEUlEwpwdTrZmzBoYcIUtJTkZhcLDZcuoRQpon+XVvXl5eeq+Z0/VaQjTRds0cpSbRgaHzzJHGVI286ZrOhRBC5FFqEmIN9E1NQiNzxCpQ8EYIsTWypMFXr15Ffn4+V0z+wIEDSE1NxXPPPYeFCxeioKBAbdJgxhiKioowevRozJgxA7W1tVi+fLlC0uBOnTohOTkZv/32G1q1aoVbt26hRYsW+Ne//oWWLVvi+++/x6effgp3d3dUVVXh5s2biImJwbBhwxr1+/Lly0hMTETbtm1RU1ODGzduIDIyEq+88gqA+qTBGzZswJUrV9CqVSvcv38f/fv3x+zZs7myWEeOHMHevXvRrl07VFZWory8HHFxcejVqxdu376N+Ph4tGzZEgBw7do1vPTSSyprz/7xxx9cOTEej4fHjx9j5syZKuutNnTz5k0sXboU5eXl2L9/PwCgpqYGn376Kf71r39xiYUtmdUFc2VlZYiOjsZ3332HwsJClecxxrBz507s3LkTfD4f9+/fx8CBA7F27Vq4ubkBAO7evYv58+fj0qVLaNWqFRhjWLduHYYMGWKiZ0MIIaS5GjlyJEpLS7Fx40bMnj0bGRkZ4PP5mDRpEi5fvozQ0FB07twZYWFhOHPmDNq2bYuJEycCAGbMmIHvvvsOYrEYAPD48WP07t0bQUFB6Ny5M8RiMXbu3Ik5c+agU6dOOHPmDL799lt88cUXAIC6ujpMmjQJVVVVaNmyJaKjo7F//354e3sDAHbu3IkLFy4oDebi4uKwcOFCDBw4EABw9OhRHD16lAvmZs2ahd69e3O1Vuvq6vDee+/hgw8+gFgsxtOnT7FgwQKcOXOGC9hWrVqFq1evolevXlizZg1GjRrFlUL7/fffsXr1aqXB3PXr1xEWFob09HR069YNAFBSUoLJkydjy5Yt6N+/v8b3oWPHjpgxYwaSkpK4Y2lpaRg4cCBX7svSWVXS4IsXL2Lq1Klwd3eHptnhR48eISYmBp999hmOHTuGgoICnDt3DjNmzODOmTNnDq5evYozZ87gxIkTCA0Nxcsvv4zKykpjPxVCCCFmkp2d3fjYgWxcunEJ2QeyNZ/b4Jiqa1Vd39CHH36IW7duYe3atRrPVeX+/fuoqalBRUWF0scrKipw7949rv6qnZ0ddu/ejbZt2wKon977888/ufPDw8MRGRmpsi35c0ePHo3Y2FgAwHfffYeCggJER0dzj9vZ2eH999/H7t278eeff+Lp06d4+PChQn3XBQsWYMyYMUr70q1bN2zYsEFpXzZt2oQXX3yRC+QAcEtx1q9fD6B+ZkcgEGDXrl0ICQlBr169ANSX85oyZQoWL16MY8eOKbT71ltvoV+/fkrvaYmsKpjz8PBAfn6+VpG2g4MDVq5cyb3BLVu25CovyALB8+fPY+jQoXBwcAAAjBkzBg8ePMBvv/2mtu24uDjk5+c38dkQQggxh3379uHx48fcf5l7M7F412LcWncL7+96H5l7M7nH9u3bp/Z6ddequr6h1q1bY/v27UhLS9NqsbtMVVUVFi9ejPDwcAQFBSEyMhK9e/dWeu7o0aPh5eWFAQMGIDY2FocOHULr1q25ac+lS5ciIiIC4eHh2L59Ox48eKBybWFsbCyWLl2KkJAQpKSk4MaNG1xQ+MMPP6BLly5wcnJSuMbLywsuLi44d+4cXF1dIRKJMG7cOLzzzjtIT09HTU0NN0oXHR2NXbt2Ydy4cUhKSsIvv/zCTUE39OOPP+K5555rdLxbt2744YcfAICrRiQQCJCTk4PY2Fj88ssv2LRpEyQSCdatWwdHR0dNL7dZHDlyhKutq45VBXNeXl6NPiCqODk5YeHChQrHHj9+jPbt23OFc6dMmYJDhw6hvLwcAJCZmQlPT090795dbdtisZh2shJCiJW6efMmt+t0ypQpiE+Kx6NFj4DJwMPYh4hPiuceu3nzptrr1V2r6nplunbtiuTkZLz33nu4cuWKVtc4Oztj3bp1SEtLw+jRo1WuKQPqBzjS0tLwxRdfwNvbG+vWrcPo0aO50bHw8HCcPXsWr7zyCk6ePIlBgwapHFUcO3YsfvjhB7z11lv45ZdfMGbMGGzduhVA/RIn2e9YdRYsWICTJ09i+PDhOHDgAAYMGICCggIAQGBgIL777jvExsaitLQUkydPVhnQaHs/ABgxYgSA+lG3goICPP/883B2dgYArdfXmdq4ceO4qXR1rCqYawrGGPbt24dFixZxx+Lj4zF69Gh06dIFzz33HA4cOIDjx4+r/GuEGI98rVdLqD1LCLFdHTt25FKKZGdnY/mC5Wid0BrIBloltMLyBcu5xzp27Kj2enXXqrpelbFjx2LmzJmYMWMGNx2qDTs7O7z22mtYsmSJynPu3buHP//8E7169cK8efNw9OhRuLu7IycnBwBw4cIFtG3bFmFhYdi+fTvi4+NVVh24cOECWrZsiUmTJmHLli3Ytm0btwGhb9++uH79OqqrqxWuuXXrFiorKxEQEMC14eXlhenTpyMrKwvTp0/n1thdunQJDg4OGD9+PNavX4+vvvoKO3fuxP379xv1pU+fPrh8+XKj45cvX0bfvn0Vjmk7GGSNmk0wt3HjRvj4+GD27NncsZiYGJw6dQpXr17F5cuXERsbi2nTpuH/t3fvcT3e/QPHXxUdhcj6zqQYbmXuOZdD1CxszofhpmHD2E0ahpVDZW3JzRhjzmJ2Y9JsbGZodbNNtrG2MWkOk90ilEpH9fn90f29fr46JyXez8fj+5jruj6f6/O+rm/03uf6XJ/PzZs3qzDSx5P+EfjPP//Ml19+KW+uCiEemGHDhmFpaal9Rr40kkVjF2H3lh0h40IY+dJI7Zh+EH5R9YurW1T94vj4+NC0aVNCQ0PLVM/NzY2bN2/y/fffF3r8zJkzBsmZsbExSikaNmwIwFtvvVUggdQfu1dQUJDBeLe7y7q6uuLi4sLatWu1Y0oplixZwrhx47C3twfgjTfeIC8vr9BzrF+/npiYGINj1tbWhU7L4ePjw6FDhzh//ry27+rVq2zfvt2g8+ZeXbp04ddff9VecPjhhx+KLFsdVLu3Wctjx44dREREsGvXLq07Nj09ndWrVxMaGkq9evWA/HmC/P39WbVqFfPnzy/yfH5+ftrz9d69e8sjVyGEqEYKm9R3yMAhhO8KZ8jAISWXvWdfUXWLqq8XFRXF7t27qVWrFpaWlrRp0wYjIyPef/99+vXrp5XbsWMHJ06cwMzMjL1799KyZUs2bNhARkYGfn5+BAQEYGpqyquvvoqfnx8TJkzg1KlTAKxYsQI/Pz8aN25MYmIi3t7eWFtbc+3aNTp37qy106NHDyZNmoS9vT1ZWVkkJSURFBRUaNy9e/dmxowZNG7cmNzcXBISElixYoV2fP369Xz44YdMnz4dc3Nz0tLS6NixIy+//LJWpl27dkyYMAGdTkd6ejrZ2dlaex4eHoSEhODo6IhSisuXL7Nu3TpMTEwKxOLo6Mju3btZtmwZ5ubmGBkZkZqayrp163jmmWcACA4OBvJ/d0+fPp0GDRrg7OyMj48Po0ePpmXLltSoUYMLFy6wdetWxowZQ3R0NJ999pl2D1944QXtTeLKcPHiRS5cuMDs2bO5c+dOieWr5aTBoaGhBAQEcPHixRLL7ty5k61btxIeHo6ZmRlxcXE0btyYrKws6tSpw44dOxgx4v8XdHdycqJPnz6FvjkjkwYLIUT1JJMGi+qgvJMGP1KPWVeuXMk//vEPbXvnzp1a71tOTg5paWkEBgZy5coVateuTffu3dmyZQs5OTkA/Oc//+Hs2bP06dOnqi5BCCFEJQsPD8fLy4uEhAS8vLxKNZ1IRdQVoqJUq8esGRkZvPDCCyQkJJCQkKBNKqifz+bSpUucOXMGgISEBEaPHk1ubi5PPPGEwXn0Xbnbt29nzpw5uLq6YmlpSXp6Ops2bZLHpkII8Ri5n/VUZS1W8TCoVsmchYUFkZGRRR7XTxAI+dOYlPScuWHDhnz00UdljsPPz4/+/ftL0ieEEEKIB+bgwYOlmnuwWiVzD4t3331XxswJIYQQ4oHy9PTEzc2tyGli9B6pMXNCCCGEEI8b6ZkTQgjxWNNP8JuQkIBOpyvTOLj7qStERZFkTgghxGNNn4CVZ3qR+6kbFRXFqlWrOH/+PAcOHNDWH/3ss89Yu3YtzZs358033+Tbb79l9erVmJmZMW3aNFq2bElwcDCRkZGMHDkSpRSXLl3Cw8ODCRMmAHDt2jUWLlyorXd68eJF+vTpU+ySXxXpxx9/ZP369ZiZmWFubs6lS5do3bo106dPx9LSkh07dhAVFUXDhg2Ji4vj2WefZebMmQAkJibi7++Pra0tt2/fxsnJSbuu+Ph4PDw8sLKy0tras2cPTZo0Yc2aNaxbtw5HR0dmz56Nq6srhw8fZunSpSQnJzN58mTGjBljEGdoaCibNm3CwcGBrVu3anPRLl++nPDwcDw8PAgMDCQ4OJjNmzfj6upKo0aNSE1NJT09nWXLlmnDrlauXElsbCxWVlZcvXoVc3Nz3nvvPe07iI6OxtfXlx49euDv71+h91uSuXKQFyCEEELcrx49epCQkMDy5ct5/fXX2b59OyYmJgwcOJC4uDhGjBiBvb09I0eO5NixY9jY2GgT106YMIHo6Ght3c709HRatWpF7969sbe3Jzg4WJvxAeDs2bMEBQVVSjJ3/Phxpk2bRnh4uLaqQ1JSEp6enowZMwZLS0sSEhJ49913sbGxISMjAycnJ/r27UvLli2ZP38+zs7OTJs2DYD+/fvj5ORE165dAZg8eXKBtdf1+w8ePEjfvn1xdXUFoGfPnpw8eZLY2NgCiRzAuHHj+Pnnn4mOjmbp0qXaed944w0uXrxIYGAgAL6+vnz66ae8/PLLeHp6AjB16lTWr1/PzJkzOXbsGEeOHOGTTz4BIC8vj4EDB5KRkYGlpSWnT58mJiYGZ2fnMt3L0r4AIWPmyuHdd9+VRE4IIaqpwuaC+2xPOPHnT/HZnvASy967r6i6RdW/V2BgIFevXmXRokUlli1KUlISOTk5pKSkAPmTz16+fFk73qJFC20y/NDQUNq2bUtAQADz5s1j2LBhrFmzRiv77bff4u3tzcKFC5k0aZK29mlmZiZ+fn74+fkxZ84cXnnlFa29uy1evJjRo0cbLAdmY2PDBx98gI2NDZCfLOn/fPnyZaytrbGzswMgNjaWpk2bGsSuX40B8pPFgIAAfH192bdvX7nv2d02btzI2rVriYiIKFV5pRQ3btzQrj8lJYWbN29qS6IZGxuzdetW7RqdnZ157bXXqFGjbH1onp6eWsJeHOmZE0II8VgJCwszmBz+i32fs33NfEIG3WbxirfIzs6mb78BWtl7x8DdXb+4ukXVv1etWrXYtGkT/fr1o127drzwwguluo6MjAzmzJlDfHw8v/zyC15eXrRq1QrI7zV65ZVX+OKLL+jTpw8vvvgiTk5OQH5v1N69e7G0tGT27NlkZWXRpUsXXFxccHBwwMfHh8jISGrVqkVUVBQzZsxg7969rFixAqWUtjzWrFmzSElJKTC7w8mTJ5k4cWKBePW9ZXppaWnMnz+fn376iTVr1miJj6urK0ePHqVfv35kZmby008/0ahRIyB/jdZRo0YxaNAgMjMzGTJkCEopg6W2du7cyfHjx7Xt2NhYmjVrVuy9dHZ2ZsmSJXh7e7N//34aN25caLktW7awd+9evvvuO2xtbbWeTg8PD7Zu3UqnTp144YUX6NmzJz179sTYuHL6zCSZE0II8Vi5cuWKQYKVnHiJ5SNuM7gjKNKYHrKQjZtCAcjKyiq2fnF1i6pfmKeffpqVK1fi7e1NixYtSlXHwsKCkJAQ8vLy8PHxMXiE2qZNG6Kjo4mMjOTgwYMMHjyYIUOGGPTydOrUCQAzMzPatWvH0aNHuX79OllZWSxevBiA7OxsTExMUEoRERHB5MmTtfp3z+1anLi4ODZs2MC5c+cYM2YMAwbkJ7u1atVi2bJlJCQk0LdvX7Zs2cIzzzzD/PnzWbVqFQsWLKBWrVp07tyZpKQkAOrWrcugQYMAMDc3Z+DAgYSFhRkkcyNGjDC4F0uWLCE2NrbEOAcOHMivv/7K+PHj+fzzzwstM3bsWDw9Pdm1axdJSUk4ODgAULNmTbZt28bp06f5+uuvCQkJISgoiN27d2s9jg+SJHPlIGPmhBCi+nryySfZsGGDtv3Fvs9ZvGYBijQWf2XFzDkLtN41/cD7ouoXV7eo+kV5/vnnmTRpEhMmTMDDw6PU9YyNjRk+fDi+vr7s3r0bgFOnTuHs7EyvXr3o1asXkydPxs3NjVmzZmk9YHfTL9OulMLa2pqFCxdqx27fvo2RkRFKKe0FgeK0a9eOs2fPar8jmzdvTkhICEOHDuX69esABj16Op2O9u3bc+DAAZ555hksLS2ZNWuWdj4/Pz+aN28O5L8AYWtri4WFBZCfRGVmZpb6XpXE19eXU6dO4evrW2y5IUOG4ObmhqenJ02aNNEesTo7O2vj/QYPHsyePXuYNGlSueORMXMPkIyZE0KI6mvYsGFYWlpqn5eGj2TstEW8tceOcdNCeGn4SO2Y/gWCouoXV7eo+sXx8fGhadOmhIaGlqmem5sbN2/e5Pvvvwdg/fr1xMTEGJSxtrY2eCT6448/Avm9hydPnqRbt2506NCBW7ducfHiRSD/zVJ9MtKzZ0+Dx5fz5s3j0qVLBWKZNWsW27Zt48qVK9o+pRTZ2dna9rhx47R10fPy8oiLi6NJkyZA/tu8+nbS0tKIiorCy8sLyH+EevToUe08R44cwc3NrSy3qlgmJiasXr2a6OhoTpw4UWw5Ly8v3n//fQDOnDljMLGvsbExSimDcYPlIWPmhBBCiEIUNoZt4KAh7AoLZ+CgISWWvXdfUXWLqq8XFRXF7t27qVWrFpaWlrRp0wYjIyPef/99+vXrp5XbsWMHJ06cwMzMjL1799KyZUs2bNhARkYGfn5+BAQEYGpqyquvvoqfn5/WsxcSEoKjoyNKKS5fvsy6deswMTHRzpuRkYG/vz+nTp1i4sSJtG3bFshPBBcsWEDTpk1JTk7W1jPXvxTh5+eHUgpHR8dCx5Z16tSJDz74gICAACwsLLCwsODq1avaeDJ9mcmTJ2Nvb098fDy9e/dm8ODBAJiamhIYGEjbtm1JTExk0aJF2qNKFxcXVq9ezZEjR0hOTsbe3p7XXnsNgDVr1nDhwgX27duHs7OzNjVJREQEycnJbN26tdCpSU6cOKG91FGnTh1sbGzYuHEjU6ZM0coFBweTnJzMRx99hLW1Na6urowaNQoXFxcsLCyYMmUKiYmJeHt7Y21tzbVr1+jcubP2Pd65c4cFCxZo32NgYGCFTk9ipPR9q6JEKSkp1KlTh1u3bslyXkIIUY3o//2OjY3F2tq60DLlmSuuIupWhaFDhzJz5ky6dOlS1aGIu6SmpvK3v/2NVatWcfv2bXx8fMjMzCwx95DHrEIIIcRjJDQ0lPPnz7N27VqD6UtE9SXJXDn4+flx4MCBqg5DCCFEBQgPD8fLy4uEhAS8vLxKNTdcRdStKuPGjePkyZNs2bJFm/JDPJwOHjyIn59fieXkMWsZyGNWIYSonkrzmFWIqiaPWYUQQgghHkOSzAkhhBBCVGMyNUk5yKTBQgjx6AgPDyc8PJyEhAR0Oh1DhgwpcQmuiqgrRElKO2mwjJkrAxkzJ4QQ1ZNMTSKqg/KOmZOeOSGEEKIKREVFsWrVKs6fP8+BAweoX78+kL8Cwtq1a2nevDlvvvkm3377LatXr8bMzIxp06bRsmVLgoODiYyMZOTIkSiluHTpEh4eHtryYdeuXWPhwoVYWloCcPHiRfr06WOwZumD9OOPP7J+/XrMzMwwNzfn0qVLtG7dmunTp2NpacmOHTuIioqiYcOGxMXF8eyzzzJz5kwgf9UJf39/bG1tuX37Nk5OTtp1xcfH4+HhgZWVldbWnj17aNKkCWvWrGHdunU4Ojoye/ZsbdLgpUuXkpyczOTJkwudNHjTpk04ODiwdetWbbmy5cuXEx4ejoeHB4GBgQQHB7N582ZcXV1p1KgRqamppKens2zZMi3BWrlyJbGxsVhZWXH16lXMzc157733sLS05N///rd2vefOnaNfv34MHz68wu63JHNCCCFEFejRowcJCQksX76c119/ne3bt2NiYsLAgQOJi4tjxIgR2NvbM3LkSI4dO4aNjY22oPyECROIjo7WlnpKT0+nVatW9O7dG3t7e4KDg3F3d9eWEzt79ixBQUGVkswdP36cadOmER4eri1nlZSUhKenJ2PGjMHS0pKEhATeffddbGxsyMjIwMnJib59+9KyZUvmz5+vrW8K0L9/f5ycnOjatSsAkydP5s033yzQ7uTJkzl48CB9+/bF1dUVyF+C7OTJk8TGxhZI5CB/mpaff/6Z6Oholi5dqp33jTfe4OLFiwQGBgL5a7Z++umnvPzyy3h6egIwdepU1q9fz8yZMzl27BhHjhzhk08+AfKXKBs4cCAZGRlYWlqyf/9+Vq9ejbW1NUlJSbRv355OnTrh6OhYIfdcXoAoB5lnTgghqq/C5oLbE/4pf56OZU/4pyWWvXdfUXWLqn+vwMBArl69yqJFi0osW5SkpCRycnJISUkB8h/X3T0hcIsWLVi2bBmQ3xvVtm1bAgICmDdvHsOGDWPNmjVa2W+//VZbumvSpEnExcUBkJmZiZ+fn7b01SuvvKK1d7fFixczevRog3VJbWxs+OCDD7CxsQHykyX9ny9fvoy1tbW2ZFdsbCxNmzY1iP2zzz7Tto8fP05AQAC+vr7s27ev3Pfsbhs3bmTt2rVERESUqrxSihs3bmjXn5KSws2bN0lPTwfy12bdunWrdo1btmzRHu/b2NhgZWXFtWvXSmyntPPMSc9cObz77rsyZk4IIaqpsLAw+vTpo21/8fletgQGMzOvHhvmBpKTnU3fAf21sve+0HB3/eLqFlX/XrVq1WLTpk3069ePdu3aaeuXliQjI4M5c+YQHx/PL7/8gpeXF61atQLye41eeeUVvvjiC/r06cOLL76Ik5MTkN8btXfvXiwtLZk9ezZZWVl06dIFFxcXHBwc8PHxITIyklq1ahEVFcWMGTPYu3cvK1asQClFcHAwALNmzSIlJaXA78OTJ08yceLEAvHqe8v00tLSmD9/Pj/99BNr1qzREh9XV1eOHj1Kv379yMzM5KefftImN7a2tmbUqFEMGjSIzMxMhgwZglJK67EE2LlzJ8ePH9e2Y2NjadasWbH30tnZmSVLluDt7c3+/fsLXXMW8pOyvXv38t1332Fra6v1dHp4eLB161Zt/dmePXvSs2dPjI3z+8z0/wX45Zdf0Ol0dOjQodiYADw9PXFzc2PVqlXFlpNkTgghxGPlypUrBgnWzfi/8MtrQC8zW1QWBL8dxMbQzQBkZWUVW7+4ukXVL8zTTz/NypUr8fb2pkWLFqWqY2FhQUhICHl5efj4+Bg8Qm3Tpg3R0dFERkZy8OBBBg8ezJAhQ7THspC/2D2AmZkZ7dq14+jRo1y/fp2srCwWL14MQHZ2NiYmJiiliIiIYPLkyVr9f/3rX6WKMy4ujg0bNnDu3DnGjBnDgAEDgPwkdtmyZSQkJNC3b1+2bNnCM888w/z581m1ahULFiygVq1adO7cmaSkJADq1q3LoEGDADA3N2fgwIGEhYUZJHMjRowwuBdLliwhNja2xDgHDhzIr7/+yvjx4/n8888LLTN27Fg8PT3ZtWsXSUlJODg4AFCzZk22bdvG6dOn+frrrwkJCSEoKIjdu3drPY4At27d4t1332X9+vUGCd79kmROCCHEY+XJJ59kw4YN2vYXn+9lQ2AwKgs2GN9k1vx5Wu+afuB9UfWLq1tU/aI8//zzTJo0iQkTJuDh4VHqesbGxgwfPhxfX192794NwKlTp3B2dqZXr1706tWLyZMn4+bmxqxZs7QesLvpJ7ZQSmFtbc3ChQu1Y7dv38bIyAillPaCQHHatWvH2bNntem7mjdvTkhICEOHDuX69esABj16Op2O9u3bc+DAAZ555hksLS2ZNWuWdj4/Pz+aN28O5L8AYWtri4WFBZCfRGVmZpb6XpXE19eXU6dO4evrW2y5IUOG4ObmhqenJ02aNNEesTo7O2vj/QYPHsyePXuYNGkSAMnJycyYMYOgoKAKGyunJ2PmhBBCPFaGDRuGpaWl9nlp5AgmvOPPe1apTHzHn5dGjtCO6V8gKKp+cXWLql8cHx8fmjZtSmhoaJnqubm5cfPmTb7//nsA1q9fT0xMjEEZa2trg0eiP/74I5Dfe3jy5Em6detGhw4duHXrFhcvXgTy3yzVJyM9e/Y0eHw5b948Ll26VCCWWbNmsW3bNq5cuaLtU0qRnZ2tbY8bN46cnBwg/2WBuLg4mjRpAuS/zatvJy0tjaioKLy8vID8R6hHjx7VznPkyBHc3NzKcquKZWJiwurVq4mOjubEiRPFlvPy8uL9998H4MyZMwaPQo2NjVFKaeMGb9y4wYwZM/D396dZs2b88MMPBuMA75f0zJWDTBoshBDVV2Fj2AYNGUxY+G4GDRlcYtl79xVVt6j6elFRUezevZtatWphaWlJmzZtMDIy4v3336dfv35auR07dnDixAnMzMzYu3cvLVu2ZMOGDWRkZODn50dAQACmpqa8+uqr+Pn5aT17ISEhODo6opTi8uXLrFu3DhMTE+28GRkZ+Pv7c+rUKSZOnEjbtm2B/ERwwYIFNG3alOTkZIKCggC0lyL8/PxQSuHo6Fjo2LJOnTrxwQcfEBAQgIWFBRYWFly9elUbT6YvM3nyZOzt7YmPj6d3794MHpx//0xNTQkMDKRt27YkJiayaNEi7VGli4sLq1ev5siRIyQnJ2Nvb89rr70GwJo1a7hw4QL79u3D2dlZm5okIiKC5ORktm7dWujUJCdOnNBe6qhTpw42NjZs3LiRKVOmaOWCg4NJTk7mo48+wtraGldXV0aNGoWLiwsWFhZMmTKFxMREvL29sba25tq1a3Tu3Fn7Hv/5z39y8uRJ7RFzTk4O/v7+Rf5s6MmkwQ+ATBoshBDVk0wabGjo0KHMnDmTLl26VHUo4i7lnTRYHrMKIYR4rIWHh+Pl5UVCQgJeXl6lmk6kIupWldDQUM6fP8/atWsNpi8R1Zf0zJWB9MwJIUT1VJqeOSGqmvTMVSKZNFgIIYQQD5pMGvwAyaTBQgghhHjQZNJgIYQQ4h6pqalVHYIQRSrvz2e1S+auX7/O1KlTiY6O5sKFC0WWU0oRGhpKaGgoJiYmJCUl4eLiwqJFi6hbt65W7ocffmDevHmkpaWRnp7OE088wccff4ytrW0lXI0QQojKYGpqWuollISoSjY2NtSoUbb0rFolc7/99htTp06lVatWlPTexu3bt/H29ubEiRO0aNGC9PR0nnvuOSZMmEBYWBgAv//+O8OHD+fLL7/EycmJvLw8hg8fri2UWxSZZ04IIaoXc3NzLly4QFpaGh9++CF169Y1mHNNiIdFjRo1tKW+Hsl55hISErCxsWH79u0EBARoM1QXJisri5UrV/Lmm29q+1auXMmcOXO0pUlGjBjB008/bbBWXXHkbdbiHThw4JFOcB/166uu5Hsp2qN+b8pzfbm5uWzZsoUbN248oKhK9tdff/HUU09VWfsPu0f5/pTl2urXr8/YsWO5fft2iblHteqZ0+l0pS5rZmZmkMgB2mNU/RpzX331FW+99RbDhw/n8uXLNGjQgMDAQNq0aVPBkT8e5BeHqAryvRTtUb835bk+ExMTxo4dS25u7gOKqmSzZ8/Gx8enytp/2D3K96cs12ZiYlLq3uPHZmoSpRRhYWHMnj0byB97l5KSwpIlS/D39+e7775jwIABdO3alfj4+CqOtuwe56lSHpVrf1DXUdHnrajzPSzf2/3EUd66lV3vQbXxMJQtz/lMTEwwNTU1+HzzzTcF9hX2Kalcac5jbGz8QNso7vjDcqy4OkXdn7Keq7D9D+ocpd1X2LUVVbcswwCqVc/c/Vi+fDmNGzfm9ddfB/IfwwL079+fVq1aATB+/HgCAgLYvHkzCxYsKHAO/RPplJSUSoq69Pbu3Uvnzp2rNIbs7OwquTeVde0P+voe1HVU9Hkr6nwVdZ77/V7uJ47y1q2seuW5N2Vpo6rLlvb6SnO+0rZZUrnSnKekuO+3jeKOPyzHiqtT1P0p67kK2/+gzlHafYVdW0l19eWLHRWnqqHNmzcrBweHUpffvn276tevn8rIyND2paWlKSMjI+Xr62tQ1tXVVb366quFnic+Pl4B8pGPfOQjH/nIRz6V+omPjy8yz3nke+Z27tzJRx99RHh4OGZmZsTFxdG4cWOsrKxwdnYmISHBoHxiYiL29vaFnqthw4bEx8djbW2NkZFRZYQvhBBCiMeYUorU1FQaNmxYZJlHKplbuXIl3333Hdu3bwfyE7nVq1cTFhZGTk4OOTk5BAYGEhQUhKOjI9OnT2f27Nna2yVff/01V65cYezYsYWe39jYmEaNGlXmJQkhhBDiMVenTp1ij1erZC4jI4MXXniBhIQEEhIScHd3Z9iwYUydOhWAS5cucebMGSB/GpPRo0eTm5vLE088YXCeoKAgIH+MXFJSEr169aJevXrUqFGDQ4cO0aRJk8q9MCGEEEKIcqpW88xVhtWrV7N+/XosLCyoW7cua9euLfKxK8C2bdv48MMPtVUmunbtypo1ayox4spVlvvz888/8+abb5Kenk5ubi6NGzdm+fLl1XL+oNKuPCIqXlnuvbu7e4F948eP5+WXX35A0T18VClXv3mYlecaHubv/rPPPmPt2rXcuXOHpKQkLCwsWLx4Ma6urlUd2kNpxIgRREdHFzuXbHUSEBDAnj17DH5227dvz9KlSyuukVK/RfAY2L17t9LpdCoxMVEppVRgYKBq27atys3NLbT8li1bVJcuXVRycrJSSqnExETVq1evSou3spXl/uTl5alGjRqpWbNmadsvvfSS6tmzZ6XGXBF+/fVX1aNHD/XPf/6zTC/eiPtX1nvfo0ePBx7Twy41NVVZWVmp2NhYpZRSt2/fVi4uLmro0KFVHFnplecaHubvvnfv3iosLEzbnj17tqpfv36Rv1seZ4cPH1Z169Z9pP6t9ff3V998880DbeOxmWeuNJYsWYKXl5e2Luu0adOIiYnh8OHDBcrm5uby1ltv4e/vrz3LtrW1fWjmznoQynJ/bty4weXLl/Hw8ADAyMgId3d3jh07VqkxVwT999qxY8eqDuWxI/e+7GrWrElAQAAtWrQAwNLSktGjR/Pll1+WuAziw+JRuIa7vfPOOwwePFjbdnNz48aNG9y6dasKo3r45OTk8NZbbzFr1qyqDqXakWTuf7Kzs/nhhx/4+9//ru2rW7cuDg4OfPvttwXKx8TEcOXKFW7cuEHv3r3p0qULEydOJDExsTLDrjRlvT+2trZ0796dsLAwcnNzyczMZM+ePbi5uVVm2BVCp9NhZmZW1WE8lspz7729venevTvu7u6EhISQk5PzgKJ7OJW0+k11UN5reFi/+/bt22trbaamprJx40bGjRuHjY1NFUf2cFm2bBkvvfRSsW9tVlcbN27E3d2dbt26MXXqVK5fv16h55dk7n+uX7/OnTt3qFevnsH+evXqceXKlQLlz507B+RPRrxz506OHDlCTk4Onp6e5OXlVUrMlams9wdgz549/Pnnn9jb2+Pg4ECtWrXYuXNnZYQrHlPt27dn8ODB/Oc//2H37t3s3r2byZMnV3VYVUrds/pNdVSaa6gO3/2IESNo2LAhNWvWZMWKFVUdzkPlr7/+YteuXbzxxhtVHUqFc3R0pFOnThw+fJjIyEhycnLo3r072dnZFdaGJHP3KOz/+grbp19B4vXXX6du3bqYmJgwb948YmJiOHr06AOPs6qU9v7k5OTw/PPP8/TTTxMfH89///tfGjRowJQpUyojTPGYWrp0Kc899xyQv0j13Llz2bRpU4X/X3B1cu/qN9VRaa6hOnz3O3fu5ObNmzRq1IiOHTuSlpZW1SE9NGbMmEFwcDA1a9as6lAq3Lhx4/D29sbExIQaNWoQEhLC77//zt69eyusDUnm/qdBgwbUqFGDmzdvGuy/efMmOp2uQHl9D9Xd3cH6tzr//PPPBxhp1Sjr/Tl8+DAnTpxg3rx52mLB8+bNY9u2bRw5cqSywhaPOQcHB4DH9g3kHTt2EBERwccff1xtHrHeq7zX8LB+9zVr1mTRokWcO3eOTz75pKrDeShERESglOL555+v6lAqRd26dalTpw7nz5+vsHNKMvc/NWvWpGPHjvzyyy/avlu3bvHnn3/StWvXAuU7dOiAsbGxwQoS+vFyxU1lUl2V9f7ox6qYmppq+/R/vjchFKIiXLt2jZCQEIN9+iEAj+LfyZLoV78JCwvD3NycuLg47YlCdVHaa3jYv/vg4GCD7Zo1a2Jqaio9c/+zf/9+Ll68iLu7O+7u7ixatEibS3bmzJlVHd59u/cabt++TUpKSsX+bD7Qd2Wrmd27d6snn3xSXb9+XSml1Ntvv63atGmjcnNzVVJSkurSpYuKjIzUynt5eSk3NzeVlZWllFLqrbfeUq1bt1Y5OTlVEv+DVpb7k5iYqOrVq6fefvttrf7bb7+t6tSpo65evVol8d+vsq4JLCpOYff+3p+5CxcuKFtbW239woyMDPX888+rAQMGVHa4VW7Hjh2qe/fu6tq1ayo1NVWlpqaq0aNHqwsXLlR1aKVW3DVUt+/ewsJC/frrr9r2unXrlJmZmTp9+nQVRvXwetT+rXV0dFT79+/XtufOnasaNWqkUlJSKqyNarUCxIM2ZMgQEhIS8PT0xNzcnLp16/L5559jbGxMRkYGZ86cMRh/sWbNGt544w3atm1L/fr1eeKJJ/jyyy+pUePRvK1luT+2trbs378fX19fbToBc3Nz9u/fX2BFjoddSSuPiAenuHt/78+cTqfDx8eHYcOGYW5uTlpaGi4uLrzzzjtVfBWVqzSr3zzsSrqG6vbdBwcH89prr2Fqakp2djY1atTgiy++wMnJqapDe+j069ePP/74Q/v7PnXqVIYNG1bVYd2XoKAgFi1axKJFi8jMzOSJJ57g0KFDWFtbV1gbsgKEEEIIIUQ1JmPmhBBCCCGqMUnmhBBCCCGqMUnmhBBCCCGqMUnmhBBCCCGqMUnmhBBCCCGqMUnmhBBCCCGqMUnmhBBCCCGqMUnmhBDiMZeXl8ft27errP3U1NQqa1uIR4Ekc0KIcvn73/+OpaUlRkZG1K9fv8Ai2V9//TVGRkasX7/eYH9ISAg6nQ5jY2N0Oh0nTpyozLA1ffv2pV69ehgZGREaGlolMZRHRcd98eJFXFxciI2Nvf/gyqlv3778+9//rrL2hajuJJkTQpTLL7/8wvz58wFYsWIFhw4dMjgeEREBwOHDhw32z5kzh0OHDtGpUycSEhJo165d5QR8jy+++ILw8PAqabs0AgICMDIy4uLFiwb7KzLuK1eu4ObmxpgxY6rsewDYsGEDM2bM4OOPP66yGISoziSZE0KU23PPPQf8f+J2t8OHD1O7dm0iIiK4d9XAiIgIra6oOv/85z9xcHDA29u7SuNo0aIFAQEBvP7661y5cqVKYxGiOpJkTghRbh06dKBOnToFet+Sk5O5cuUK//jHP0hMTOTXX381OB4REUHPnj0rM1Rxj99++409e/Ywc+bMqg4FgFdffZUaNWrw/vvvV3UoQlQ7kswJIcrNxMSE7t278+eff3L+/Hltf2RkJD169NB63+5O9vLy8oiOjqZr164AREVFMXLkSJo0aYKtrS329vb4+PiQlpam1enTpw9mZmYYGRmh0+m0cXgnTpxAp9NRo0YNbG1tOX78OACZmZnMnz+fpk2bUq9ePZ566ikmTZpEYmJiqa4rLy+P9957DycnJ+rVq4ednR2jRo0yuMZ33nkHnU6HkZER48aNY9euXbRt25batWvj4uLCjz/+WOC8iYmJeHl5YWNjQ8OGDfH09OS3337DyMgICwsLdDodf/zxB3//+99ZsmQJAB07dkSn06HT6bh582aBOAMCAmjWrBk2NjYMHjyYa9euleoad+7cCVCgh/Rvf/sbtWrVMnjEGx8fj06nw9TUFEdHR63s1q1b0el0mJiY4O7uTlRUFC4uLtSuXZtOnTpp38d7771Hs2bNsLW15ZVXXin0ZQtTU1O6devGjh07ShW/EOIuSggh7sOyZcsUoNavX6/tmzp1qtqwYYO6du2aMjIyUn379tWO/fDDD8rd3V3bHjp0qHJ3d1eJiYlKKaVOnjyp7O3t1UsvvWTQzpw5cxSgTp48abD/2rVrqn79+io9PV0ppVRubq7q1auXeuqpp9SPP/6olFLqjz/+UK1bt1YtWrRQqampWt1vvvlGAWrz5s0G5xw/fryytrZWBw8eVEoplZCQoDw8PFSDBg3U5cuXDcoCysnJSfn6+qqsrCyVlJSkOnXqpGxtbVVGRoZWLisrSz377LPK3t5enTp1SimlVExMjHJxcVGAGjt2rMF5/f39FaAuXLhQ4J7r43722WfVrl27VF5envr9999V/fr1Vb9+/QqUL4y7u7vS6XSFHiuq7R49eigHB4cC5R0cHFSTJk3U66+/rtLT01VKSorq3LmzatCggVq3bp3as2ePysvLU999950yMTFRvr6+hbY7e/ZsBahLly6V6hqEEPmkZ04IcV8K6307fPgwzz33HA0aNKB169b85z//4c6dO0DB8XJPP/00//rXv7C1tQWgTZs2zJ07l127dhEXF6eVGzduHABbtmwxaP/jjz9m8ODBWFhYaNtff/01b7/9Nu3bt9faeO+99zh79ixr1qwp9nqOHDnCxo0bmT59uvaGrp2dHevWrSMxMZHg4OACdW7evMnChQsxNTWlbt26vPbaa1y/fp3vv/9eK7Nx40ZiYmKYM2cOzs7OQP4bwfczXq1p06YMGzYMIyMjWrZsSd++ffnqq6/Izs4usW5cXBx2dnblbvtef/31F2+//TYWFhZYW1vz2muvkZiYyKFDhxg4cCBGRkZ07tyZLl26EBYWVug5dDodAGfPnq2wuIR4HEgyJ4S4L61bt+aJJ57gm2++AfLfkMzKyqJJkyZAfrKXmpqqPXK7d7xcSEgIHTp0MDhn8+bNAfj999+1fS1btqRTp058/PHH5OTkaPtDQ0MZO3astv3JJ58A0KtXL4Nz6hO7AwcOFHs9RdVv1qwZtWvXLrR+u3btqFGjhrZtb28PYDCY//PPPwfyHxnfzd3dvdh4iuPq6mqw/dRTT3Hnzh2uX79eYt0bN25gZWVV7rbv1axZM+rXr28QC1Dgu23UqBGXL18u9Bz6eG7cuFFhcQnxOJBkTghxX4yMjHB3d+fq1av89ttvRERE4OHhoR2/u+cuJyeHmJgYOnXqpB3/66+/8Pb25plnnsHOzg6dTsewYcMACowRGzduHImJiezfvx+AmJgY0tLS6Natm1bmjz/+APKTN/1YM51Oh5OTE1ZWVgXOeS99/UGDBhnU1+l0KKVISkoqUEffq6hnamoKYNBDduHCBQCefPJJg7L63qjyKE27RcnOzjZIQO/XvbHUrFmz0P2mpqZkZGQUeg59PKWJXwjx/yrub7IQ4rH13HPP8cknnxAREcHPP/9sMIFwjx49MDEx4fDhw3h4eNC2bVvtl3ZqaiqdO3fGyMiI8PBw2rVrh5GREZGRkQYJod7IkSOZPn06oaGhDBgwoECvHKBNg3Lu3Lly9Tzp60dGRtKqVatS1TE2Lvn/i/XnVfdM03I/StNuUSwtLQ16OEsjLy+vyGNGRkZl2l8YfRJnaWlZpriEeNxJz5wQ4r7pH5tGREQUGBNXu3ZtOnTowPfff8++ffsMHrEePnyY+Ph4pkyZQvv27Uv8xW9jY8OAAQPYt28fCQkJbN++nTFjxhiUadGiBZDf43ev2NhYfvnll2LbKK7+pUuXtMfFZdW0aVMAEhISDPbfu11ZnnzySZKTk4stox/nqFfat4HLSx9Pw4YNH2g7QjxqJJkTQty3Zs2a0bhxY7766iusrKwKPDp87rnnyM7OZvXq1QaJnpmZGVCw9yY+Pr7ItsaOHUtOTg5jx47F2dkZBwcHg+PDhw8HYM+ePQb7lVKMGDGiwEoV9yqqPoC3tzfbtm0rtn5R+vfvD6A9ItaLjIwstLy+V1GfUH300UeFTs5cXq1atSo0Yb3b3ccTExM5d+5chbVfmMuXL2NsbIyTk9MDbUeIR40kc0KICuHh4UFWVlahKzvo99WsWZNnn31W29+lSxeefPJJVq1axZkzZ4D8tyyDgoKKbKdPnz7odDq+/vpr7Q3Xu40aNYoXXniBxYsXc+TIEQDS09OZOXMmmZmZjB8/vtjr6NatG5MmTWLz5s18+umnKKXIyclh6dKlHDt2jDfffLPEe1GY8ePH07p1a0JCQjh9+jSQvyRaUclhy5YtATh9+jRZWVksWrSIW7dulavtwvTs2ZOUlBT+/PPPIsusWrWKrKws0tPT8fPzo1GjRhXWfmFiYmLo2LEjderUeaDtCPHIqcJpUYQQj5CtW7cqQIWHhxc4lp6erszMzNSQIUMKHIuJiVG9evVSdevWVU2bNlW9evXS5q6rXbu26t27d4E6M2fOVFZWViotLa3QWLKyslRgYKB6+umnVYMGDVSTJk3UhAkT1F9//aWVefHFF5WNjY3WTtu2bbVjeXl5asWKFapVq1aqfv36ysHBQQ0fPlydOXNGK7Nu3TplZ2enAGVubq7s7OyUUkpNmzbN4Lx3x3/16lU1atQoVadOHfXUU0+p/v37q/PnzytAvfLKKwbXkJubq8aPH68aNGignnrqKTVx4kSVm5urxo0bZ3D+wYMHK6WU6tChg7KyslKAsrW1VYGBgYXeG73r168rCwsLtWzZsgLH9PPMPfvss6p27dqqVatW6uDBg6pHjx7K2NhY2dnZqY8//ljt379f2dnZKWNjY1WzZk1lZ2enLly4oKZMmWIQ44ABA9SdO3eUnZ2dMjc3V4Cys7NT69at09r873//q2rWrKnWrl1bbNxCiIKMlKrA0bhCCCHK5OrVq+h0OmbNmsXixYsrte2FCxeydu1a/vjjD22ePoCAgAACAwO5cOGCwYoPD5KPjw+HDh3i559/1t6EFUKUjjxmFUKIStKtW7cCLxXoJxbu3r17pcczd+5cXFxcGDp0KFlZWZXevl5oaCi7du3i008/lUROiHKQZE4IISrJsWPHmDt3rpY46VeE6N69Oy+++GKlx2NiYkJYWBhdu3YlJiam0tvXO378ONHR0dqbxEKIspF55oQQopIsWrSITz/9lKZNm5KRkYG1tTUvvfQSgYGB9zVn3P0wNjZm7ty5VdK23urVq6u0fSGqOxkzJ4QQQghRjcljViGEEEKIakySOSGEEEKIakySOSGEEEKIakySOSGEEEKIakySOSGEEEKIakySOSGEEEKIakySOSGEEEKIauz/AEf6eLyfMsG2AAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import load_data, wl_grid_constant_R\n", "from POSEIDON.visuals import plot_data\n", "\n", "#***** Wavelength grid *****#\n", " \n", "wl_min = 0.6 # Minimum wavelength (um)\n", "wl_max = 5.3 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "#***** Specify data location and instruments *****#\n", "\n", "data_dir = '../../../POSEIDON/reference_data/observations/WASP-62b'\n", "\n", "instruments = ['JWST_NIRISS_SOSS_Ord2', 'JWST_NIRISS_SOSS_Ord1', # NIRISS SOSS Order 2 and Order 1\n", " 'JWST_NIRSpec_G395H_NRS1', 'JWST_NIRSpec_G395H_NRS2'] # NIRSpec G395H detectors NRS1 and NRS2\n", "\n", "datasets = [planet_name + '_Eq_Chem_NIRISS_SOSS_Ord2.dat', \n", " planet_name + '_Eq_Chem_NIRISS_SOSS_Ord1.dat',\n", " planet_name + '_Eq_Chem_NIRSpec_G395H_NRS1.dat',\n", " planet_name + '_Eq_Chem_NIRSpec_G395H_NRS2.dat'] \n", "\n", "# Load dataset, pre-load instrument PSF and transmission function\n", "data = load_data(data_dir, datasets, instruments, wl)\n", "\n", "# Plot our data\n", "fig_data = plot_data(data, planet_name, \n", " data_colour_list = ['deepskyblue', 'lime', 'orange', 'crimson'],\n", " data_labels = ['NIRISS SOSS Ord2', 'NIRISS SOSS Ord1',\n", " 'NIRSpec G395H NRS1', 'NIRSpec G395H NRS2'],\n", " data_marker_list = ['o', 'o', 'o', 'o'],\n", " legend_location = 'lower right')" ] }, { "attachments": {}, "cell_type": "markdown", "id": "e092f8e0", "metadata": {}, "source": [ "Wow, what an incredible spectrum! JWST is truly a wonder." ] }, { "attachments": {}, "cell_type": "markdown", "id": "cf47b207", "metadata": {}, "source": [ "
\n", "\n", " **Note:**\n", "\n", " This dataset is simulated JWST data. Any similarity to real exoplanet spectra is entirely coincidental.\n", " \n", " If anyone ever actually observes WASP-62b with JWST, this tutorial will be updated (and you'll have my eternal gratitude, since WASP-62b is fantastic science target). You might want to examine the next retrieval tutorial ([\\\"Supporting a JWST Proposal with POSEIDON\\\"](JWST_proposal.html)) if you feel inspired to try observing this planet ;) \n", "\n", "
" ] }, { "attachments": {}, "cell_type": "markdown", "id": "61a3a055", "metadata": {}, "source": [ "### Create an Equilibrium Retrieval Model" ] }, { "attachments": {}, "cell_type": "markdown", "id": "89f22407", "metadata": {}, "source": [ "For initial exploration, you decide to try an equilibrium chemistry retrieval. This should give you a first estimate of the metallicity and $\\rm{C/O}$ ratio of WASP-62b's atmosphere, which can be useful quantities to understand the formation and migration history of the planet.\n", "\n", "
\n", "\n", " **Tip:**\n", "\n", " The retrieval below is a *subset* equilibrium chemistry retrieval in which only $\\rm{H}_2 \\rm{O}$, $\\rm{CO}$, $\\rm{CO}_2$, and $\\rm{CH}_4$ are included for demonstration purposes and computational speed. You can include all the chemical species in the equilibrium grid by setting ``param_species = ['all']``.\n", " \n", " See the [\\\"Chemical Equilibrium Transmission Spectra\\\"](transmission_equilibrium.html) tutorial for more details on the difference between *subset* and *full* equilibrium models.\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 3, "id": "62d434db", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import define_model\n", "import numpy as np\n", "\n", "#***** Define model *****#\n", "\n", "model_name = 'eq_chemistry'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O', 'CH4', 'CO', 'CO2'] # Equilibrium model with *only* H2O, CH4, CO, and CO2\n", "\n", "# Create the model object\n", "model = define_model(model_name, bulk_species, param_species, \n", " PT_profile = 'isotherm', X_profile = 'chem_eq', # 'X_profile' is the key to create an equilibrium model\n", " cloud_model = 'cloud-free')\n" ] }, { "attachments": {}, "cell_type": "markdown", "id": "d9a38f9a", "metadata": {}, "source": [ "One of the nice aspects of equilibrium retrievals is the atmospheric composition is only described by two free parameters: the metallicity and carbon-to-oxygen ratio. This low number of free parameters makes equilibrium retrievals relatively fast." ] }, { "cell_type": "code", "execution_count": 4, "id": "a2fec30b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Free parameters : ['R_p_ref' 'T' 'C_to_O' 'log_Met']\n" ] } ], "source": [ "print(\"Free parameters : \" + str(model['param_names']))" ] }, { "attachments": {}, "cell_type": "markdown", "id": "641efbcb", "metadata": {}, "source": [ "### Setting Up Priors" ] }, { "cell_type": "code", "execution_count": 5, "id": "5ed13ba3", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import set_priors\n", "\n", "#***** Set priors for retrieval *****#\n", "\n", "# Initialise prior type dictionary\n", "prior_types = {}\n", "\n", "# Specify whether priors are linear, Gaussian, etc.\n", "prior_types['T'] = 'uniform'\n", "prior_types['R_p_ref'] = 'uniform'\n", "prior_types['C_to_O'] = 'uniform'\n", "prior_types['log_Met'] = 'uniform'\n", "\n", "# Initialise prior range dictionary\n", "prior_ranges = {}\n", "\n", "# Specify prior ranges for each free parameter\n", "prior_ranges['T'] = [400, 1600]\n", "prior_ranges['R_p_ref'] = [0.85*R_p, 1.15*R_p]\n", "prior_ranges['C_to_O'] = [0.2, 1.2] # Full grid runs from 0.2 to 2\n", "prior_ranges['log_Met'] = [-1,3] # Full grid runs from -1 to 4\n", "\n", "# Create prior object for retrieval\n", "priors = set_priors(planet, star, model, data, prior_types, prior_ranges)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "7c736788", "metadata": {}, "source": [ "### Pre-Load Opacities" ] }, { "cell_type": "code", "execution_count": 6, "id": "d4e127bf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in cross sections in opacity sampling mode...\n", "H2-H2 done\n", "H2-He done\n", "H2-CH4 done\n", "CO2-H2 done\n", "CO2-CO2 done\n", "CO2-CH4 done\n", "H2O done\n", "CH4 done\n", "CO done\n", "CO2 done\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "from POSEIDON.core import read_opacities\n", "\n", "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# First, specify limits of the fine temperature and pressure grids for the \n", "# pre-interpolation of cross sections. These fine grids should cover a\n", "# wide range of possible temperatures and pressures for the model atmosphere.\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 400 # 400 K lower limit suffices for a typical hot Jupiter\n", "T_fine_max = 1600 # 2000 K upper limit suffices for a typical hot Jupiter\n", "T_fine_step = 10 # 10 K steps are a good tradeoff between accuracy and RAM\n", "\n", "T_fine = np.arange(T_fine_min, (T_fine_max + T_fine_step), T_fine_step)\n", "\n", "# Define fine pressure grid (log10(P/bar))\n", "log_P_fine_min = -6.0 # 1 ubar is the lowest pressure in the opacity database\n", "log_P_fine_max = 2.0 # 100 bar is the highest pressure in the opacity database\n", "log_P_fine_step = 0.2 # 0.2 dex steps are a good tradeoff between accuracy and RAM\n", "\n", "log_P_fine = np.arange(log_P_fine_min, (log_P_fine_max + log_P_fine_step), \n", " log_P_fine_step)\n", "\n", "# Now we can pre-interpolate the sampled opacities (may take up to a minute)\n", "opac = read_opacities(model, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "934fbfbf", "metadata": {}, "source": [ "### Run Retrieval \n", "\n", "Finally, you are ready to retrieve WASP-62b's JWST transmission spectrum.\n", "\n", "This POSEIDON retrieval should take about an hour on 1 core for a typical laptop.\n", "\n", "
\n", "\n", " **Tip:**\n", "\n", " Retrievals run faster on multiple cores. When running the cells in this Jupyter notebook, only a single core will be used. You can run a multi-core retrieval on 4 cores by converting this Jupyter notebook into a python script, then calling mpirun on the .py file:\n", "\n", " ```\n", " mpirun -n 4 python -u YOUR_RETRIEVAL_SCRIPT.py\n", " ```\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 7, "id": "80d0ec54", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for equilibrium chemistry model...\n", "POSEIDON now running 'eq_chemistry'\n", "POSEIDON retrieval finished in 2e-10 hours\n", "Now generating 1000 sampled spectra and P-T profiles from the posterior distribution...\n", "This process will take approximately 160.0 minutes\n", "All done! Output files can be found in ./POSEIDON_output/WASP-62b/retrievals/results/\n" ] } ], "source": [ "from POSEIDON.retrieval import run_retrieval\n", "\n", "#***** Specify fixed atmospheric settings for retrieval *****#\n", "\n", "# Atmospheric pressure grid\n", "P_min = 1.0e-7 # 0.1 ubar\n", "P_max = 100 # 100 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# Let's space the layers uniformly in log-pressure\n", "P = np.logspace(np.log10(P_max), np.log10(P_min), N_layers)\n", "\n", "# Specify the reference pressure\n", "P_ref = 10.0 # Retrieved R_p_ref parameter will be the radius at 10 bar\n", "\n", "#***** Run atmospheric retrieval *****#\n", "\n", "run_retrieval(planet, star, model, opac, data, priors, wl, P, P_ref, R = R, \n", " spectrum_type = 'transmission', chem_grid = 'fastchem', # Important! This specifies the equilibrium chemistry grid to load\n", " sampling_algorithm = 'MultiNest', \n", " N_live = 400, verbose = True)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "4a5d75ed", "metadata": {}, "source": [ "### Plot Retrieval Results" ] }, { "cell_type": "code", "execution_count": 8, "id": "cbfcd1b7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Generating corner plot ...\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.utility import read_retrieved_spectrum, plot_collection\n", "from POSEIDON.visuals import plot_spectra_retrieved\n", "from POSEIDON.corner import generate_cornerplot\n", "\n", "#***** Plot retrieved transmission spectrum *****#\n", "\n", "# Read retrieved spectrum confidence regions\n", "wl, spec_low2, spec_low1, spec_median, \\\n", "spec_high1, spec_high2 = read_retrieved_spectrum(planet_name, model_name)\n", "\n", "# Create composite spectra objects for plotting\n", "spectra_median = plot_collection(spec_median, wl, collection = [])\n", "spectra_low1 = plot_collection(spec_low1, wl, collection = []) \n", "spectra_low2 = plot_collection(spec_low2, wl, collection = []) \n", "spectra_high1 = plot_collection(spec_high1, wl, collection = []) \n", "spectra_high2 = plot_collection(spec_high2, wl, collection = [])\n", "\n", "# Produce figure\n", "fig_spec = plot_spectra_retrieved(spectra_median, spectra_low2, spectra_low1, \n", " spectra_high1, spectra_high2, planet_name,\n", " data, R_to_bin = 200,\n", " data_colour_list = ['deepskyblue', 'lime', 'orange', 'crimson'],\n", " data_labels = ['NIRISS SOSS Ord2', 'NIRISS SOSS Ord1',\n", " 'NIRSpec G395H NRS1', 'NIRSpec G395H NRS2'],\n", " data_marker_list = ['o', 'o', 'o', 'o'],\n", " legend_location = 'upper right',\n", " legend_box = False,\n", " y_min = 1.26e-2, y_max = 1.54e-2,\n", " plt_label = 'Equilibrium Retrieval')\n", "\n", "#***** Make corner plot *****\n", "\n", "fig_corner = generate_cornerplot(planet, model,\n", " true_vals = [R_p/R_J, T_eq, 0.55, 0.0]) # Overplot the true values used to make the synthetic data" ] }, { "attachments": {}, "cell_type": "markdown", "id": "67256d3b", "metadata": {}, "source": [ "And there you have it, precise constraints on the $\\rm{C/O}$ ratio and metallicity of WASP-62b's atmosphere." ] } ], "metadata": { "kernelspec": { "display_name": "POSEIDON_python_3.11", "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": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }