{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Calculate Atmospheric attenuation according to ITU-R P.676 (10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## License\n", "\n", "```\n", "Calculate Atmospheric attenuation according to ITU-R P.676 (10).\n", "Copyright (C) 2015+ Benjamin Winkel (bwinkel@mpifr.de)\n", "\n", "This program is free software; you can redistribute it and/or\n", "modify it under the terms of the GNU General Public License\n", "as published by the Free Software Foundation; either version 2\n", "of the License, or (at your option) any later version.\n", "\n", "This program is distributed in the hope that it will be useful,\n", "but WITHOUT ANY WARRANTY; without even the implied warranty of\n", "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n", "GNU General Public License for more details.\n", "\n", "You should have received a copy of the GNU General Public License\n", "along with this program; if not, write to the Free Software\n", "Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.\n", "```" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from astropy import units as apu\n", "from pycraf import atm\n", "from pycraf import conversions as cnv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Preparatory: Atmospheric profiles according to ITU R-P.835 (5)\n", "\n", "To calculate atmospheric attenuation (by oxygen and water), it is necessary to know the pressure, temperature and water content of the atmospheric layer(s) along the propagating path. For Earth-space paths this means that the height profiles of the three quantities must be known. Furthermore, for accurate raytracing, refraction must be dealt with. Usually this is done by assuming a hard boundary between two adjacent layers having different physical conditions and applying Snells law. The refractive index can be derived from temperature, total pressure and water pressure (which is usually a small fraction of total pressure, because water has much smaller scale heights).\n", "\n", "From ITU-R P.453 (10) various helper functions are derived, to compute refractive index, or water vapor pressure from total pressure and temperature (this assumes thermodynamic equilibrium, which might not be present in certain layers, so be careful)." ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "### Standard profile\n", "\n", "The *standard profile* represents a typical height profile as averaged over many different environmental conditions and locations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example: standard height profile plot" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# define height grid\n", "height_grid = np.arange(0, 85, 0.1) * apu.km\n", "\n", "# query profile_standard function\n", "(\n", " temperatures,\n", " pressures,\n", " rho_water,\n", " pressures_water,\n", " ref_indices,\n", " humidities_water,\n", " humidities_ice\n", " ) = atm.profile_standard(height_grid)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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i/vz5rF69OuhURCQBGtMXoDlz5tCjRw9mzZpFgwYNgk5HJC00ZkZS5bffoEED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\nTaexh7RPwm1xcXE0bdqUI0eOkF3abJGKYJjT5xteGq8bTFmmTZvGgw8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vODgTFOZ7lKnnpAlqTnxwD/NfXaJD0uBnwAHAEKOH3OpPG6uH7+ppBlb1I918/fpO1fk/RvVmAr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\nt99+O8ePH+e//uu/uOKKK0hIsOshJj5Znz5jqpD169fTv39/NmzY4NkD2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"text/plain": [ "<matplotlib.figure.Figure at 0x7fd429044438>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot various quantities\n", "_heights = height_grid.to(apu.km).value\n", "\n", "plt.close()\n", "fig = plt.figure(figsize=(15, 13))\n", "axes = [fig.add_subplot(2, 3, i) for i in range(1, 7)]\n", "axes[0].plot(temperatures.to(apu.K).value, _heights, 'k-')\n", "axes[0].set_xlabel('Temperature [K]')\n", "axes[0].set_xlim((160, 300))\n", "axes[1].plot(pressures.to(apu.hPa), _heights, 'b-', label='Total')\n", "axes[1].plot(pressures_water.to(apu.hPa), _heights, 'r-', label='Wet')\n", "axes[1].legend(\n", " *axes[1].get_legend_handles_labels(),\n", " loc='upper right', fontsize=10\n", " )\n", "axes[1].set_xlabel('Pressure [hPa]')\n", "axes[1].semilogx()\n", "axes[1].set_xlim((1.e-6, 1100))\n", "axes[2].plot(rho_water.to(apu.g / apu.cm ** 3).value, _heights, 'k-')\n", "axes[2].set_xlabel('Water density [g / cm^3]')\n", "axes[2].semilogx()\n", "#ax3.set_xlim((1.e-3, 1100))\n", "axes[3].plot(ref_indices.to(cnv.dimless).value - 1., _heights, 'k-')\n", "axes[3].set_xlabel('Refractive index - 1')\n", "axes[3].semilogx()\n", "#ax3.set_xlim((1.e-3, 1100))\n", "axes[4].plot(humidities_water.to(apu.percent).value, _heights, 'k-')\n", "axes[4].set_xlabel('Relative humidity, water [%]')\n", "axes[5].plot(humidities_ice.to(apu.percent).value, _heights, 'k-')\n", "axes[5].set_xlabel('Relative humidity, ice [%]')\n", "for idx, ax in enumerate(axes):\n", " ax.set_ylim((0, 86))\n", " if idx % 3 == 0:\n", " ax.set_ylabel('Height [km]')\n", " ax.grid()\n", "\n", "\n", "fig.suptitle('Atmospheric standard profile after ITU R-P.835-5, Annex 1', fontsize=16)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Specialized profiles\n", "\n", "In Annex 2 of ITU R-P.835, five more profiles are defined\n", "- Low latitude, $\\vert\\varphi\\vert < 22^\\circ$\n", "- Mid latitude (Summer, Winter), $22^\\circ \\leq \\vert\\varphi\\vert \\leq 45^\\circ$\n", "- High latitude (Summer, Winter), $\\vert\\varphi\\vert > 45^\\circ$\n", "\n", "Like for the standard profile, the python functions return not only temperature, pressure and water vapor density, but some additional quantities needed for atmospheric attenuation calculations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example: specialized height profile plots\n", "\n", "The following example plots various height profile quantities for the five different models. At the moment it remains unclear to me, what to do, if conditions (e.g., as measured from a weather station for the lowest layer) deviate from these average profiles." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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D33zzTanyVEoB7dphKp1HzhFh55bZwY4mILR8UuVB5bOvpn6t32gq25j7yrZg\nh6PKAS2bQpdW/Irg9/dnlHEMB86+hwrHtsLOj4OSf6h4+umnueyyy0hKSuK3335j3rx5vPTSS5w4\ncYKKFSuSkZFBSkoKH3zwgdfln3rqKRISEujSpQsbN25k7dq1bNiwgaSkJGbMmMGwYcP4+eefmTJl\nCv/85z8ZMmQI06dPZ+rUqYB9AtQXX3xBVlYWAwcOpG/fvsyZMycv/UmTJpGYmEhSUhK//vprmWwT\nVX6U5XcwlPKqOeEBMuflkPnDawHPK5i0fAq8UD4+Aq1qnbYQWYHYK1pz4OWpAckjUNs/1NINdNr+\npmVT6NGKX5gzERXYc/7zsO5uyDoa7HDKpX379pGamsry5cuZOHEiTz75JF27dmXVqlWsWbOGxMRE\nVqxYwYoVK+jatavXNO655x5SU1OZMWMGkydP5tJLL6V9+/YsWbKEwYMHIyKICLfddhv3338/b7/9\nttd0PvroIzp16sS8efOoU6cOAN9++y27du1i6dKlvPTSSzzxxBMB2xZKhZQrryRmfQRNTq3kj0M7\ngh1NQGj5pIJOhBP1k2l4fSP67P2AHb/oA0SUlk2hKvxf51BKqampQb/6UtoYjtfqDvV6wHcTof3k\nMs/fX2Ri8ZoWmId9+3HasWMHbdq0AeCSSy7h0UcfJTY2lgMHDrBy5UrGjBnD4sWL2blzJw0bNvSa\nxvTp03n33XeJiIggIsJeT3G9LNP9yUyeT2jKi9UZv337dtq3bw9Ahw4dANiyZQupqan07NkTgLi4\nOJ+3gQoPZfkdDKm8IiKocd8DpG94hu1VnqfTwBcDl1cRtHwK7fKpvPzOlVeVzr6arUtuplXMST57\ncjl3TCm4j1ZJBGr7h1q6gUhby6bQLpv8TSt+Z4qL/wlzL4RmQ6Bmm2BHUyK+FkbF1axZMzZu3AjA\n2rVrad68OQCNGzdmyZIljB07lhdeeIHatWsXmMarr77Khg0b2LZtGyNHjgQgJiaGnJycvMIMIDo6\nmlOnTgFQo0YNvvvuO8BemerZsydnn302GzZs4C9/+Qvr16+nS5cutGzZkj59+vDii/ak1tX2XSkF\nMuwWqnZ8kAsvnklO9rNERgXnZ03LJy2fwlnlBpcRk5PBtv4XE/3fGZjX4tFXtIYGLZu0bHKnFb8i\nlIcrgH6JoWI9aPs4rLkNen8F4nsr3/KwDQKpfv36JCQk0K1bNypUqJD3RKmuXbuyf/9+AKpXr07n\nzp0LTKMBkoCrAAAgAElEQVRjx450794935Oq+vbty8CBAxkxYkTeFarOnTtzyy238P333/PEE08w\nefJkVq9eTXR0NAADBw7k2muv5YorrqCm84LJtm3bUr9+fRITE4mIiOCGG25gxIgRAdkWqnwKpX53\nZZ5X1apE9rmNnP3T+eqLaXTveWvg8goCLZ/KRqgeH2UmIpJLE69ib7tILn7/Q75Z/RIdOkf7LflQ\n64unffy0bApV+gL3cH2Bu2Nz+h8YsC9wN7mwMB7OGQotRgY7tELpi0jDh74gWQXcb79xckQrdt3S\nmeY3LAloVlo2hRctn3x3Mm0OxzY9yU9D9rCqyzPc89kgv+ehSk7LpvCiL3APkvLwPhW/xSAR0PE/\nsHEcnPy97PNXSpVIqLxbL2h5NW5MVuUkmmSuYuNm7+960nJMFUaPj6Kt2laRGse/Z9+NHThr8Uyy\nsvyXdqi9b+9Mfo+fCm1a8TvTxF4E59wC39wX7EiUUspvqo39B9mrIzi4/o1gh6JUeIqM4USdXrS4\n+nySsuezeFaA3uaulAoYbep5JjX1dMk+Bp+eD52nQYOeQYutMNpkIXxoUypVVo4knU/Mzfv4Y8B2\n6taoEZA8tGwKL1o+Fc+pbW9zaOs7fDMyjc117+C+9XcHJB9VfFo2hRdt6qn8J6oKXPJvWHsH5JwK\ndjRKKeUX1Uc+guw7yYK504MdilJhqUKTK6nzx1dkjkikw6YPOXIk2BEppYpDK35FKA9trQMSw1n9\nocb58MPTwclfKeWzkOx3F4y8rr6a3C+iSch8l2yPR3drOaYKo8dH0VJTUyGmJpmxl9L8Lxdykaxn\n7n+2+y/tAAi1dAOdtlJa8TuTdXgRtv4LjvwU7EjKpY0bNzJt2rR849LS0hg2bFi+cdOnT2fq1Kle\n0zh8+DCzZ8/OGx49enTeMr5KTEz0eV6lzmhRUcR0/zsNcr8hZc6iYEcTUFo+qWCJanIVsYdTWdS6\nBb+/NK3oBdQZRcum8i3gFT8RuVdEvhORTSLyjojEiEhNEVkgIj+KyHwRCUxnDD8oD+9TCVgMVZrA\n+Q/CujuhkHbh5WEbBEPbtm1PK6iAvPfK+CIjI4NZs2blDbteJJqSkuLzy0SLk18whVrfglAqm0Lu\n3XpBzCvy1lGYVdBq/8yA5xVMWj4VT1HlU3k7Pspj+eTaRjFNBtLg8CJi7urP5bs+4LdfS1/2h9r7\n9vQ9fgXTsql4yvrcKaAVPxFpCNwFXGyMaYN9YfwNwFhgkTGmFbAEeDCQcahCtBptX+2Q9t9gR1Lm\nli1bRr9+/RgwYABdu3Zl+vTpJCUlkZycnDd9/PjxAEyYMIEePXrw5JNPFphednY2SUlJJCQkcN11\n15Gbm8uUKVNYuHAhPXv2JD09nfj4eNauXcuGDRtISkpixowZJCYmkpubC/x5hWrt2rV06NCB66+/\nnkOHDgGQnp7OgAED6NWrF6NGjcqX96FDh0hMTKRXr17cc889AHkvRHW/0talSxduv/122rdvT0pK\nCtdccw3t2rXj22+/9Wn63Llz6dGjB5dddhkLFizIW+bOO+/k/vvvL+UeKTtaNoWx2Fiyqg6kU+RM\nPln1Q7CjKTEtn7R8oryWT1Uak1O5Gc07X0DlqHQWPLM2KGGo4NCyKcTLJmNMwD5AQyANqIktuOYA\nScAWoL4zTwNgSwHLm1J75BFjJkzwOik21piDBwtffOnSpaeN++H3H0zrl1qXPjYfeYvBVz/sP2K+\n33+k8Jn2rzRmVpwxpw75Pf+S8su+L0JqaqoZOHCgMcaYJ554wtxzzz3GGGNuu+02s379epOammrG\njx9v9uzZY6644gpjjDHvvvuuGTZsWL50UlJSzJtvvmmMMebkyZPGGGPGjRtnFi1aZHbs2GGGDBmS\nN298fLwxxpjExESTm5ub939OTk7e/8YYk5ycbHbu3GmOHj1q6tSpY4wx5r777jOrVq0yxhjzwAMP\n5P1vjDGLFy82EydOzBeXK68dO3bkxdyyZUuzf/9+s3v3btOgQQOTmZlpVqxYYUaPHl3k9NzcXJOQ\nkGBycnJMZmam6dWrlzHGmBYtWpjdu3cXuJ0996UzHNCyp6hPuSibiqEsv4Nhkde2bSb78Ujz2r/+\n6fe8ymrfa/lUtuWT6/jQ8qlg7t+hUxsmmp8XjTCvdb3EvB77f8Y5XPyStj+FWrqlSVvLpvAsmzyG\nS12+BPSOnzFmN/As8CuwCzhsjFnkFFz7nHn2AvUCGYcqQp3O0Kg/bPxHsCMplEjxPr648MILAWjY\nsGHe/3FxcXlXisBe9WnTpg0AHTp0KDCtY8eOMXz4cBISEvjwww/ZvXt3gfOaP3+gTxsPtplDo0aN\nqFKlCi1btgRg8+bNjB07lsTERJYsWZIv/e7du5Obm8uQIUOYMWNGvrTc86lXrx516tQhLi6OFi1a\nEB0dTcOGDfPWt7Dp6enpbN68maSkJHr37s2+ffsAqF+/PnFxcQWua3mkZVOYa96ck7+dxzWRb/Lj\nb/vKJEstn7R88pdQKJ9iml5FXMYCqt7zV5KPvM+GddnBCkUVQcsmLZvcRQUycRGJBQYATYHDwPsi\nchPgudeC1jno+eehalWIioLISPvX/f/IyATee899GPYcq0rGd51ZuNAQHS35phX213NcTAxUqlR0\njKVt7+3tS3Kadk/ad/udPRTqdPRr/v7iy2oUl3sbcPf/3bdZ06ZN2bRpEwDr168vMK358+fTqlUr\n3nnnHcaNG4cxhujoaLKzT/9BjImJIScnh4iICGJjY9m9ezcVK1Zk7969AHnjatSowdatWwFo3bo1\ngwcPpn379gB5TRwAcnJyeOSRRwC4+OKLGTx4MKdO2Vd1uJoaFKaoY8QYQ506dWjTpg3z589HRPLa\n2YdKO3p3oVA2uQv1fnfByKvKoMlU+rkfk2eu5Kn7BgZ8vbR8Cu3yqbz8zkH5LZ/ybaMaFxIZEUHr\nC9qQVrkK6x//nPYfXemftP0o1NINRNpaNoV22eRvAa34YZsmbDfGHAQQkdlAV2CfiNQ3xuwTkQbA\n7wUlcMstt9CsWTPA7tB27drlfSlcj7wtdPiXX0ho2tTr9KFDU9m2DRo2TCAnB3bsSCU3F+rXt8M7\nd9rh2rXt8J49drhajXiOp93G9fNTOKtqU6pX70l2Nhw6lEpODlSunEB2Nvzxhx2OibHDx4/b4YgI\nm96JE6l06ABPPplAQgIsW+bD+hRzOONkJjHntqV5zSqsWv5lwfPH1CT11HB480YS7t8CEVF+yb80\nw8Hi+WVs0KABHTp0oEePHrRt27bA5Tp16sTjjz/OunXrqFGjBi1btqRBgwYcPHiQQYMG8dprr+XN\n27dvXwYOHMiIESMYOXIkycnJdOvWjbp16wIwbtw4kpOTadmyZd7x/+CDDzJy5EgOHz5MZGQkb7zx\nBk2aNAFgzZo1PPTQQ2RnZ3P55Zfn5REfH0/Hjn9W5AsqrH2ZLiLce++99OzZExHhggsu4N///rdP\nhdcjjzzCjh07ipyvDAW/bNLhAA9XoPP3Nbix0Vt8tqAylWJiQr5sAi2fCppemvLplltuAchbl3Ig\nJMqnro36U3nvQh482o9+PzwKXOnX9HW4eMPBpmWT9+nl7tzJH+1FC/oAHYFvgYqAACnAncDTwAPO\nPA8ATxWwfIFtX31WSB8/XxTU1vroqaMm+d1kk/RWksk4kVGitI8fN+a114xp1cqYSy4x5oMPjMnO\n9j0GX32//4j54tf0vHbRBcrNNWZRL2M2P+/X/EvCL/telQue+5Ly0Ycm+GVTMYRFv7sg5JUzfZLJ\n+k+Muf/l1JDr46fKhmt/lrM+fuWyfDrtO7Q31Rz+qI25osdm80fFCsacOOG/tP0k1NItTdpaNoWX\nQJ07BbqP3xrgA2A9sNEpwKY4hdflIvIj0At4KpBxBEKVmCrMvn42LWu1pHtKd3Ye2VnsNCpVgpEj\n4Ycf4B//gMmT4bzz4PXXwbnT7Bfn1a4KwOYDRwufUQQufQW+fwyOF399lAoV4Vw2qT9F/HUMkp5L\n+9+Xuk6IlSr3QqZ8qtuNypk7GXjbKTZUbEDWgs+DGo5SqmhSnn8MRcSUOr6JEyE31/4NAGMMk1dM\n5qU1L/HpjZ/Spn6bUqQFX3wBTz8NGzfC6NFw++1QvXrp4zyZncOStHQ6NIilfpUKhc+86RE4/C3E\nf1j6jEtIRPRELUx47ktnOPQ6BrrxS9mkykTWswM5lbuW6ed+zJ0DLyl1elo2hRctn0onc/kQNuec\nx3vXHOHOxG9o/P6CMslXnU7LpvASqLIp4C9wD7r69eH996GQjqWlISKM6TaGp5OeJumtJBZvX1yK\ntKBHD5g3z342boRzzoEHHwSn32qJVYyK5NK4WNbtyeBEVhEvv7xgLGR8C7s+LV2mSikVZNE3vUiV\nGnv45cttwQ5FqbAT3eQqGh2dz/rGQ6jx+Zfg5YEcSqnyI/wrfrfdBg88AH36wIQJkJlZrMV97TR7\nw0U38P5173PjrBt5a+NbJQg0v7Zt4Z13YO1a2LIllfPPhzvugF9/LXmadStXoHnNyqzZc4jcwq4K\nRVa0TT7X3QXZx8tNx2GlzlRl+R0Mu7waNCUzvSUdD0xiyYafA5+fCkn6O1c0b9tIGvah5tH1JN5R\niZ+jqpGVusRvaftDqKUb6LSVCv+KnwgMHQobNthPhw6wbl1AsurRrAdLhy5lwtIJPPbFY3655X72\n2bbJ548/QmwstG9v67IlfchPq1pViZQIfkj/o/AZGyRBna7w3aMly0gppcqJmN5PUKfGZl55Uyt+\nSvlVVBVy6saT2HoBcysOYNf0l4IdkVKqEOFf8XNp2BA+/hjGjoV+/Wz7yZMni1ysuI/vPr/u+az8\n20pmbZ7FyE9GkpWTVcKA88dQty48+SRs3Qp16tj664gRsH178dISES6Ni+W3IyfYc7SI9b/4Wfj5\nTRLa1Sl58CFs48aNTJs2Ld+4tLQ0hg0blm/c9OnTmTp1qtc0Dh8+zOzZs/OGR48enbeMrxITE32e\n15vp06cX+A6dtLQ0li5dWqr0VeCV5WsEwjEvueRq4ptW467I9/l1/8EyyTPQtHzyr/Lwqo7yrqBt\nFN1kII2PfcZXsbdTfd4S+1wFP6VdWqGWbqDTLgtaNpVvZ07FD+zdv5tusp3ntm6Fiy+GVav8nk1c\ntTi+GPYFu/7YRf//9uePU0XcXSuG2rXh8cfhp59sXbZjRxg+HLYVo/tKhagIOsbV5Ju9hzleWH+/\nSg2gzaOw9g4wxS/IQ13btm1PK6igeC/dzMjIYNasWXnDL774IgApKSl5L/EsSmlf8jl06NC8F5d6\n2rFjB0uW+NY0RzuNq1AmZw+nS+x/+fuz3wQ7FL/Q8ik/LZ+CRxr1p/4fy2jzt0bsz4kka/XKYIek\ngkjLpvzKW9l0ZlX8XBo0gA8+gEcegYED4f774cQJr7OWtK111ZiqzLlhDmdVO4seKT3Y88eeEofr\nLYZateDRR20FsEkT6NzZtmj96Sff0qxdOYZza1Vhze4i+vu1uI3U9Qdg+7SC5wlRy5Yto1+/fgwY\nMICuXbsyffp0kpKSSE5Ozps+fvx4ACZMmECPHj148sknC0wvOzubpKQkEhISuO6668jNzWXKlCks\nXLiQnj17kp6eTnx8PGvXrmXDhg0kJSUxY8YMEhMTyXWukLquUK1du5YOHTpw/fXXc+jQIQDS09MZ\nMGAAvXr1YtSoUfnynjdvHi+//DInTpygYsWKZGRkkJKSwvvvv8/EiRNZsmQJy5Yto2/fvvTv35/4\n+HiOHTvGlClTePvtt/NeXDpp0iQSExNJSkri119/JS0tjZ49ezJo0KBiXWlT/hV2/e6CkNfyar2J\nOus4nXdt5lRW6VtiBJqWT2VbPmm/qqIVuI0q1Se3+vlccekyPqtxOb9Oe9F/aZdSqKUb6LT9Qcum\n0D53OjMrfmDv/g0aBN9+a5+Y0q4dfPWVX7OIiohiSvIUrjnvGrq82YUf9v/g1/QBata09deff4YW\nLaBrV/tuwJ0+vIbv3JpViImM4Lv9hdyRlAg47//Bxofg5H6/xV1exMTE8PHHH5OcnMyGDRtYtGgR\njRo1YsOGDYC9YrR3717WrVvHsmXL6NGjR4FpRUVFMXfuXFJTU2ndujVLly5l5MiR9O7dmyVLllCn\nTh3b1PbSS2nfvj1Llixh8ODB+a5Kuf6fNGkSc+bMYerUqex0duZTTz3FQw89xOLFi6latSqrV6/O\nW65Lly6sXLmSNWvWkJiYyIoVK1ixYgXdunXLF2OFChWYM2cOffv2ZcmSJdx2223cfPPNLFy4kG+/\n/ZZdu3axdOlSXnrpJZ544gkA9u/fz8yZM7nlllv8ss2VCoqoSuREdGd47ed56NUVwY7GJ1o+afkU\nKqIaD6DZqXksrzyKqp/Ot++nUmFLy6bQLZuigh1A0NWtC//7H3z4IVx7Lfz1r7YtZeXKQOnbWosI\n/+j+D5rUaEJCSgIzr5tJQrPipelLDDVqwPjxcOed8Mwz9qmgt9xiuzLWKaCLnohwSVwsS3akU7tS\nDI2qVfSef/II+PoH2DAGOgfvzt+sH4t31/TqVnFFznPhhRcC0LBhQ+rVqwdAXFwchw4dIiLCXhdJ\nS0ujTRv7fsYOHTqwcOFCr2kdO3aMkSNHsmvXLn7//XdatmxJixYtvM5rjMEYc1pTBFeTgIyMDBo1\nagRAy5YtAdi8eTNjx47Ny6tTp055y9WsWZMDBw6wcuVKxowZw+LFi9m5cycNGzYscH0zMjKo7vaS\nyC1btpCamkrPnj3z5gHbbEMFVzj2uwtKXq2rUONkJ/Z9noG56/TvX2lo+RTa5VOo96sqC4VtI2k8\nkEZbXqT21c+T+a9TZG3aQHRb783kipt2aYRauoFIW8um0C6b/E0rfi7XXGNfojd6NLRpA2++aYf9\nZEjbITSs1pBB7w/ixb+8yA0X3eC3tN3VqgVPPWVXY9IkaNUK7r4b7r3X+4vgYyIj6NgwlpW7DhFb\nIYoqMQUcEm0mwtwLYN8yqO+/7VIcvhRGxeXtihHkb5PdtGlTNm3aBFBgR1+A+fPn06pVK9555x3G\njRuHMYbo6GiyvbzXKCYmhpycHCIiIoiNjWX37t1UrFiRvc4LG13jatSowdatWwFo3bo1gwcPzmtz\nnuvRgb5x48YsWbKEsWPH8sILL1C7du1C19czvpYtW9KnT5+8tvQ5OTns3LnTryfHSgVVg0vJjopj\nfK0XSfm8CcOu8P3EtChaPmn5dEar3gqJrs6AXuuY/1483ac9R8sX3g52VAotm7Rsyu/MberpTZ06\n9uV5zz0HN94Io0aR+tlnfku+1zm9WHzzYh5Y9ABPL3/a5w6fJWnvHRcHr7xi3wO4bRuce65dLW9d\nGWtViqFV7aqs3p1BTu7pMaWmpkJ0NejwIqy9HXKK9y7EUOP5ZW3QoAEdOnSgR48efFVIc+BOnTrx\n8ccf079/f9LS0vKWPXjwIIMGDcprbw7Qt29fBg4cyOzZsxk5ciTJyck88sgj1K1bF4Bx48aRnJzM\niBEjaNasGQAPPvggkyZNolevXvTu3TuvGYNL165dqVKlCgDVq1enc+fOXtfH3YUXXshXX33FDTfc\nQNu2balfvz6JiYn06tUr76lc5bXwOpOEa7+7YOQV2eF+zo37krdeLXm/62DS8ikw5VN571dVHhS1\njSIbD6C5mcdXVe+kwpx5fk27pEIt3UCnHUhaNoXIuZPrtml5/NjwguTAAWNuvtksbdDAmMWL/Zr0\nb4d/M21ebWPu+PQOk5WTVeT8S5cuLXWemzYZM2CAMWedZcz06cbk5OSfnpuba1buPGjW780oOP/c\nXGOWXmnMd4+XOp6iBHXfK7/y3JfOcNDLl9J8yvr49EcZoHk5eWUdMzlTY8ycK0eZ1ZvTip2Olk3h\nxbU/XceHlk8FK/L7+vsKc/yj88yNdx40+ypHmcytW/yXdgmFWrqlSVvLpvASqHMnsWmVTyJigh7f\n3Llw++323X/PPOO9vWQJHDl1hGtnXkvFqIq8d817VImp4pd0i7JiBdx3H2RmwrPPgntT8sycXJam\npXNBnWqcVb2S9wSOpcHnHaD3aqjWPGBxighB3/fKLzz3pTNcTi+F+aZclE2qxLLmXo95fx6X58xk\n2dtXFGtZLZvCi5ZPfmRyyZnViFnV55B1+2guHnQBrZ98vezjOENp2RReAlU2aVPPovTrZ5/8mZVl\n+/4tWOCXZKtXqM7cG+dSq1ItEqcnsu/oPr+kW5SuXW3lb8wYGDYM+veHH3+002x/v5ps+P0IRzNP\nb1sNQJWmcN4YWDdKn9qllApJ0d3GE9n1FJf//DP7Mo4EOxylwoNEEHHWlbSKnsuKKncQ+dGcYEek\nlPKgFb8ipKamQmysfdjLa6/BrbfCiBFw+HCp046OjGbagGlc0eIKurzZhR/Tfyw4Bj8Sgeuvh82b\noXt3uOwyuOsuSE+HmhWjOb92VVbvPpTX3++0/FvfC8d3wm8f+DUupZR34d7vrszzir2Q3KrncGed\nZxn99Koyi0GVX6Har6os+bKN5KyBNDu6gP2X9KXujnSydv7qt7RLItTSDXTaSmnFrzj69LF3/6Ki\n4MILYV7xOi97IyJMTJzIuO7j6JHSg69+9e+7BAtTsSL8/e+2AigC550HkydDo8qVqRYTxcbfC6jc\nRkRDx//A1/dCll4tV0qFnqiOD1Ct/V7k80Nk5+QEOxylwkODXlQ9/j1XXHeAZQ3asHXq5GBHpJRy\no338SmrxYnvnr0cPeP55+yb1Upq/bT5DZg/hlX6vcO351/ohyOLZuhX+3/+Dn36CF/+dS0SLdFrX\nrkqTGpW9L7D6VoisBJf8y++xaFv18KF9aFS5lH2C3PfqsPn1jvzv5kk8OuIynxbTsim8aPnkf+aL\na/la4pl5VzRDeZwLNuwKWixnEi2bwov28StvevWyd/+qVrV3/+aUvi17nxZ9mD94Pvd8fg/Pr3ze\nD0EWT8uW8Omn9qEvo/4vgvcm12TD3j84cirL+wLtnoJfZ8KBdWUbqJ8sW7aM8ePH5xu3cePGvEfx\nehMfH1/gtOnTpzN16lSv0w4fPszs2bPzhkePHp23jK8SExN9nlcpVYSoSuQ2H0KrpqtY8HJ6sKM5\njZZPKlRJ4wGcfWwB28+/hiab95C1v2yeYaDKhpZNoU0rfkUotK111arw0kv23X/33guDB8OBA6XK\nr31ce1b8bQVvrn+Tez6/h5zcnDJv733llfDdd3Bu42jefLIaz7w5lz+O5Z4+Y4Xa0O4Z+26/3NBs\nKuX5npW2bdsybNgwn+f3VUZGBrNmzcobdr3oMyUlhRwfm5mV23fCeNArjv53RvS7C0JeUeffhfSM\n5MHceby/7Lsyi8VXWj75X0Hlk/arKprP26hhP2oe+ZLE67JYGdeSzSlFN/cMtb54Z3ofPy2b/K+s\nzp204ucPCQmwaZN9AfxFF4HbQVoSTWo0Yfnw5Wzct5Hr3r+OU9mn/BNnMVSsCA89BP+aWIkDe6N4\nfOoRPvrIy4M8zx4CUVXhp1fKPEZ/WLduHf379yc+Pp7jx4/nu5I1btw4EhISuPvuuxk+fDgAWVlZ\njBw5kosvvpgFBTzhNTs7m6SkJBISErjuuuvIzc1lypQpLFy4kJ49e5Kenk58fDxr165lw4YNJCUl\nMWPGDBITE8nNtRVs1xWqtWvX0qFDB66//vq8l5imp6czYMAAevXqxahRo/LlfejQobyXiN5zzz3A\nn1fa0tLS8grmLl26cPvtt9O+fXtSUlK45ppraNeuHd9++61P0+fOnUuPHj247LLL8rZDly5duPPO\nO7n//vv9sGeUKgOxF2BqteSK6u/yxKO/BDua02j5pOVTSKpQC2pdQvv6i/mq+nCyP3w/2BEpP9Oy\nKYTLJn+8DDBQH0LxZZTLlxtz7rnGDBpkzO+/lyqpk1knzU0f3mQ6v9HZ/H60dGmVRlZOjpn97e/m\npjuPmb59jdmxw2OGjB+M+aCOMcd2+S3Pstj3qampZuDAgcYYY5544gkzZ84ck5qaasaPH2/27Nlj\n+vXrZ4wx5n//+58ZNmyYMcaYli1bmvT0dLN7925z1VVX5UsvJSXFvPnmm8YYY06ePGmMMWbcuHFm\n0aJFZseOHWbIkCF588bHxxtjjElMTDS5ubl5/+fk5OT9b4wxycnJZufOnebo0aOmTp06xhhj7rvv\nPrNq1SpjjDEPPPBA3v/GGLN48WIzceLEfHG58tqxY0e+9di/f7/ZvXu3adCggcnMzDQrVqwwo0eP\nLnJ6bm6uSUhIMDk5OSYzM9P06tXLGGNMixYtzO7du0/bzp77En1BsipHcn96w5x4qr55usXjZtP2\n049fT2W177V80vKppJ9yUT5tfsHsWnCT6X/Fb+ZIBTGZhw8FO6Kwp2WTlk2+fPSOn7916wYbN0KT\nJvbu38yZJX7fXYWoCrx11VskNkuk69SubDu4zc/B+iYqIoKe58by19F/kPiXLDp0gOeeg2zXq/5q\nnActboNv7g1sICLF+/jgwgsvBKBhw4ZkZGTkjU9LS8ub1q5du7zx9erVo3bt2sTFxXG4gFd6HDt2\njOHDh5OQkMCHH37I7t27C8zf/PlDfdp4sM0cGjVqRJUqVWjZsiUAmzdvZuzYsSQmJrJkyZJ86Xfv\n3p3c3FyGDBnCjBkz8qXlnk+9evWoU6cOcXFxtGjRgujoaBo2bJh3Zayw6enp6WzevJmkpCR69+7N\nvn22/0b9+vWJi4srcF2VKo+k2V+JaXKckfISdz+yvhQJafkEWj4px1kDqH94Pp0GVWJTvSZ8/9az\nwY7ozKVlE6Blk4tW/IpQorbWlSrZ9yJ89BE8/DBcey3sK1nn5giJoHdkb/7e5e/ET4tn9c7VJUqn\nNFJTU6leIZqL6lWjzZWHWL4il7lzoVMn+PprZ6YL/gEH18HuzwMXiDHF+/jAve23+5e7adOmfP/9\n936/I90AACAASURBVABs2rTJ67KupgWe5s+fT6tWrUhNTeXqq6/GGEN0dDTZeTXlP8XExOS1U4+N\njWX37t2kp6ezd+/efOOOHTvG1q1bAWjdujXPPfccS5cuZc2aNQwYMCAvvZycHB555BHefvttnnvu\nOQBOnbJNhV1NDQrjrSD1nF6nTh3atGnD4sWLWbp0KRs2bABCpx19KAp2X7iwziuqCpxzAzE9oemC\nvRw6eqxkGWj5BIRu+RQK/aqCrVjbqGozpFJDOrdezpexN3Py/Xf9l3YxhFq6AUlbyyYgdMsmf9OK\nXyB17gzr19vHZbZpA+++W+K7f7ddchtvJL/Ble9dyUdbPvJzoL5pWqMytSvF8EfVwyxcaBg9Gvr1\ns8+1OXqyElzyMqy7E7JPBCU+f2rQoAHt2rWjR48eLF68mOjoaCD/F7SgL2unTp34+OOP6d+/P2lp\naXnpHTx4kEGDBuVdGQLo27cvAwcOZPbs2YwcOZLk5GQeeeQR6tatC9i28snJyYwYMYJmzZoB8OCD\nDzJp0iR69epF79692blzZ156a9asIT4+ni5dunD55Zfn5REfH5/vx6So9Shsuohw77330rNnT3r2\n7JnXHl4rfipURbS4lZjLsnio4ivc+2z5f6G7lk9aPoWCiMYDOfvYAr6sfgut1/xC1okSXlRRIUPL\npvJfNul7/MrK2rUwbBg0bw7/+Q+U8Lbuut3r6P9efx6Kf4hRHUcVvYCf5eQalqalc07NypwTW4X0\ndPsS+KVL7WpdUe16qHYutH2sVPmUh/fR5OTkEBkZycyZM/nll1944IEHghpPqNL3ZKlyzxhy5rUj\n85mdJP30Kl/svJbICO/XRctD2QRaPvmLlk8BdPAbMr+4jvG/fMOgZ1vDo6PoMPwfwY4qbGnZFF4C\nVTZpxa8snToFjz0Gr70G//wnDBnic3tqd78c+oUr3rmC5JbJPH3500RI2d64/SMzm2W/HuCys2oR\nW9FezXG9z/6qPrv5Z1JbIi7/wvb9K6HyUICNHTuWlStXEhUVxcyZM6ldu3ZQ4wlVemKlQsLWVzi6\n+GVWPNOKDY/fz5gbu3idrTyUTaDlk79o+RRAxpD7UVM+r/8Ov9w+iwsafk7C55uDHVXY0rIpvOgL\n3IPEr22tK1SASZNg/nz7dJQrrwS3W82+xnB2zbNZ8bcVrNq1ihs+vIGT2Sf9F6MP+VeLiaJtveqs\n3n2IrBzbVrtXL/tGixPSkAkzH+bg/NtL3Ky1vHjqqadYtmwZixcv1oJLBVW56AsX7nk1u5HKtXbS\n/dQi3n6q/L9wWssn/9I+fkUr9jYSQc7qT7PMz1kSNZTmq7eSlZ3pn7R9FGrpBjrtsqBlU/mmFb9g\naN8e1qyBjh3t/2++WexKUq1KtVg4ZCEAl799OQdPHAxEpAVqXL0S9apU4Ju9h/OuSFSrBq++Cokj\n7+C3HceZOv4tCnh4k1JKlS8xsUjjgRz7W2tG7lnGvNU/BjsipUKeNB5I06Pzqf2X5kSYSqxeOC3Y\nISl1RtOmnsG2caPt+1e3Lrz+un0NRDHkmlweWPgAn2z9hM9u+oyza54doEBPl5NrSP01nWY1KtO8\nZpV804799jXZi/vR/envmfxibXr3Ll7a5aXJgio9bUqlQsbvy8lcNoSsv2XQ/bK3+XrelafNomVT\neNHyKcBys8j9sD4f1P2CSndM4GSX3Vw3tfw/QCkUadkUXrSpZ7hq2xZWr4bu3aFDB9v/rxhf3AiJ\nYHLvyYzqOIrLpl3Gut3rAhhsfpERQqeGNdly4CgHT+RvvlGlcQdqXHg98x5/gFtvhbvughOh/7BP\npVQ4q9uNqIoVOdGvBZ2WbmXb7v3Bjkip0BYRjTT8C+dGziM14kYafrleKydKBZFW/IpQJm2to6Ph\nH/+A1FTb7PPyy2HHjmLFMKrjKF7u+zJXvHMFc7fO9Wt4heVfNSaKdvWrs2ZPBpk5Hu9maTuJRvI5\n3y1dzv79cMkl9gZnebFs2TLGjx+fb9zGjRuZNq3gpijx8fEFTps+fTpTp071Ou3w4cPMnj07b3j0\n6NF5y/gqMTHR53kLim/9eu8vqE5LS2Pp0qWlSl8FTrnqCxfOeYkQ0WIEkclVGVP1P9z79DcBj6sg\nWj79qSzKp1DvV1UWSrqN5KyBnH1sITvb96Dtrzls+mm539IuSqilG+i0/UHLpj+F4rmTVvzKkwsu\ngBUroHdvW0t6+WUo4EWX3gxsPZBPbviEEZ+MYMrXUwIYaH6NqlUirmoFvt6bkf9KXnR16PAC1Tbf\nznszMhk7FpKS7HNtirFaAeX5/pS2bdsybNgwn+f3VUZGBrNmzcobfvHFFwFISUnJewlpUUr7rpeh\nQ4fSvn17r9N27NjBkiVLfEpHr9aqsHb2zdSIWk/t2JMcfOcwOUEsrLR8srR8CnEN/0L1I6vpNeg4\nW+pfwI8zXwl2RKqUtGyyQrFs0opfERISEso2w6goGDMGli+HGTOgZ08SGjf2efHOZ3Xmy2FfMnnF\nZB5a/BC5pvQnLb5sg4vqVudkdi7bDnm8oLXxNVC5CbL1eYYMsc+0+fBD6NMHdu0qdWiltm7dOvr3\n7098fDzHjx/PdyVr3LhxJCQkcPfddzN8+HAAsrL+P3v3HR5F1fZx/Du7aYQkJBAILdRQlBZ6hyC9\nCahUkU7s5cFXiqCi+AB2QVHpINI7SBcSaqT3rvQOCQnpZXfePxZ4KAlpuztb7s915YJsZs757YQc\n9mTPPSeV0NBQatSowcaNG9NtMy0tjRYtWhASEkLXrl0xGo1MmTKFTZs28cILL3Dnzh0aN27M3r17\nOXToEC1atOCPP/6gWbNmGO+/yHzwG6q9e/dSs2ZNunfv/nDz0jt37tCpUyeaN2/OO+88vpfj2rVr\nmTRpEomJiXh4eBAdHc2sWbNYvHgxn3/+OVu2bGHr1q20a9fu4fOOj49nypQpzJkz5+HGpWPGjKFZ\ns2a0aNGCS5cucfHiRV544QW6deuWrd+0CfOw5jjk9H15FIQirYkf+Bxvq8uZvGq/RXM9i4xP1huf\nrP5/vR3K8TVy9QH/+lT138guz664bdxsvrYzYW/tWrptc5GxyX5fO8nEz1ZVrGia/L34ItStCxMm\nZPltsqD8QewasIuwC2G8tvw1ktOSLRwWdIpCnaK+nImKJ/LRej9Fgdo/w8lvIO4CpUvD1q3QuDHU\nqAGrV1s82jO5u7uzatUq2rVrx+bNm+9HVrhx4waHDh0iPDycRo0aPTw+KiqKcePGsWbNGn777bd0\n23RxcWHNmjWEh4dTsWJFwsLCCA0NpVWrVmzZsgV/f38URaF27dpUr16dLVu20Lt378d+K/Xg72PG\njGHVqlXMmDGDK/e3/hg/fjwff/wxmzdvxsvLi927dz88r379+kRERLBnzx6aNWvGrl272LVrFw0b\nNszweW/ZsoXXX3+dPn36sGnTJo4ePcrVq1cJCwvj559/ZuzYsQDcvn2bRYsW0a9fv9xfeCFsmC5o\nEL7lL9ElaQ2//ajd1g4yPsn45Ch0gV0oHbeRvUU7UvtwJDdjb2gdSeSCjE32Oza5aB3A1oWHh2v3\n2xe9HoYMIbxgQUKmTIHFi2HGDChfPtNTC+YtyOY+m+m9rDdt5rZheffl+Hr45ihGVq9BXlcXqhfO\nx55r0bxQ0h93l/u/V/AqAxU/hH3vQNPVuLgofPqpadlnjx6wbRuMHWsqdXymedl8u75X5m+rV65c\nGYCiRYsSHR2Nj48PYFq3/eBrwcHBrF+/HoBChQo93JcmJoO9KuLj4wkNDeXq1avcunWL8uXLExQU\nlO6xqqqiqupTSxEeLAmIjo6mWLFiAJS//30/efIkw4cPf9hX3bp1H57n5+dHZGQkERERDB06lM2b\nN3PlyhWKFi2apecNcOrUKcLDw3nhhRceHgOmpRxCG9Ych6QvoHBz3HTJRHWsTP3l/3DhZiSlAjLZ\nj0rGJ8B+xydN/6+3E7m6RsVexP/Qxzz/2iQ44EvEuql07va/OjFLXX97a9cibcvYBNjv2GRuMvGz\nB4GBprfJfv4ZGjSAESPggw9ME8Nn8HT1ZHHXxQzZMIRGMxqx9tW1lMiXve0isquolweRCSnsuxFN\ng2J+//uhrPghnJ8DV5ZD4EuA6akcOAB9+kBICCxYYHqqGcrCYJRdjw4aj66/LlmyJMePHwfgyJEj\n6Z5rzOAd2A0bNlChQgXmzp3LqFGjUFUVV1dX0tLSnjrWzc0Ng8GATqfD19eXa9eu4eHhwY0bpt+G\nPngsX758nDlzBoCKFSvSu3fvh2vOn8wRGBjIli1bGD58OD/++GO6G6g++bwfzVe+fHlat279cC29\nwWDgypUruV4nL4TdUHToggaitN/Cf7bMYPiESiwY2/LZ58j4BMj4JDLgWRS8ytKg+Db2FGhL3MqF\n0O2TzM8TuSdjEyBj0wMWXeqpKEp5RVEOKopy4P6fMYqivKcoip+iKBsVRTmtKMoGRVHyWTJHbtjC\nbwBDQkJAp4P33jNt/fDnn9CoEZw8mem5ep2eCW0nMLD6QBpMb8ChG4dy1n82VCroTarByJmoR+r9\n9G5Q5zfY/z6kxj582N/f9HQ6doTatWHdumzHs4jChQsTHBxM06ZN2bx5M673345Mb0nBk+rWrcvK\nlSt58cUXuXjx4sP2oqKi6Nat28P15gDt2rWjc+fOLF++nNDQUDp27Mjo0aMpWLAgYFor37FjRwYN\nGkSpUqUAGDFiBGPGjKF58+a0atXq4TKGBxo0aEDevKZ9FX18fKhXr94z84Lpt1g7d+6kZ8+eVKtW\njYCAAJo1a0bz5s0f3qnL1gav3LC3sckma+Ecva8y/fB1P0Cg+y3+nRVjM4X5IOOTJcYnW/i//gFb\nHZ9ye4309zdz3+nzMqUiTj1WhmJvtXjOXuOXERmbbP+1k9U2cFcURQdcAeoC7wCRqqp+rSjKMMBP\nVdXh6ZxjO5uQ2hKjEX77DT79FP7v/0wfLpm/ebv4+GLeXvs2c7rMoXVQa4tGTEg1EHbxDnWL+uLv\n6f6/L/w9AFx9oeb3T52zfTv06gW9e8P48dpvRGowGNDr9SxatIjz588zbNgwTfPYK1vfIFnGJpER\nY3hHbm5LYe33xXBd9B59WgXbzCbJMj6Zh4xPVhR9nNQtbRh5fA+ffVmCPbsX0yy4s9apHIaMTY7F\nETZwbwH8q6rqZaAT8OD2NrMBm/3Jt4X9VJ7KoNPBW2/Bvn3w119Qvz4cO5ZpO10rdWVZ92X0XdGX\nGQfT3zMlS/1ngaernppF8rHnejRJaY/ccjf4a7g4F6Ke3hOlcWPT0s/92t1E7zEjR46kadOmTJ48\nmUGDBmkdR1iOzY9NNrffnZP0pQsKJV/lG/RIW8YPP9jAbYgfIeOTednC//UZsJnxKdfXKN/z6PTu\nhISc4Jh/Tc4vnmq+tjNgb+1aum1rkLHJtlmzxq87MO/+3wNUVb0JoKrqDUVRClkxh+MoVQo2bYKp\nU6FZM3j/fRg27Jl3SWlUohFb+22l3bx2XIy+yOiQ0RZ7G7pwXg9K+qSw73o0DYvnN/Xj4Q/VxsGe\n16FVBOger1MsWBDWrs3CjV6sYPz48VpHENYhY5NIX9G2ePAGUc3LUWXDJW5G39M60UMyPjkNxxmf\nFAVd8RcpE72O9d4vU3TzF6hfPn2DDmHfZGyybVZZ6qkoiitwDXhOVdU7iqJEqaqa/5GvR6qq+lQV\npc0uV7BFly5BaCjcugUzZ0ImdxG6GXeTDvM7ULlQZaZ0mIKr3jIzLaOqsuNyFAU93XjO39v0oGqE\nv5pCqV5Q7s10z7OVJQsi92x5KZWMTSIz6uGR3Dmwh6vDo5nw9nhmfdZCxiYHIuOTld3aTsLfbzNq\n6e8MXVaHu/8e4rlCz2udyiHI6ybHYqmxyVrv+LUF9quqeuf+5zcVRQlQVfWmoiiFgVsZndivX7+H\nhZm+vr4EBwc/LHx98Ha4fB4CJUoQPmwYrF9PSMuW8NZbhDdsCK6u6R4f4BXAF6W+4IttX9D+XnuW\ndFvCgYgDFslXt1Fjwi7c4dTeCPzyuJm+Xvs3wic0gHoBhLR+Kd3zheMYPXo0Fy5c0DpGemRsks+f\n+blSdhBHlv9MajIcmpn+bciFfXuwv9aDn2cb4njjk38D/j54kbyV9pC2Mj971k7lZqlO2uVxoM+F\n47HIa6cHe2FY8gOYD/R95POvgGH3/z4MGJ/BearWwsLCtI6Q/QxXrqhq+/aqWrWqqu7f/8xDUw2p\n6pt/vqlW/bWqeiXminn6T8fNuCR1zdkbakJq2v8ePDhcVXf0TPf4kiVLqoB8OMBHyZIlH/ve3v+5\ntsrYk9mHvYxN1hyHpK+nGf5qoV7/uKU6wftttXDRYpr/TMmH+cenB/8+ZHzKmLl+Xg27+qkHw8eo\ni0sNUqe8XMqsbT/J3trNTdvyusmxPiz12sniN3dRFMUTU3Hyskce/gpoqSjKaaA5IAuCzalYMVi9\n2nS3zzZtYNQoSE5O91AXnQuT2k2iV+Ve1J9en6M3j1okUqG87pT29WTvtWiMpv+YoPIncCcCrm96\n6vgLFy489g/1r7/CeOcdleefVzl3Tpv/hMPCwjR/IWCPGWz0nT4Zm0SW6YIG41XjLv3V+RSvM8Xm\nflalr5x/yPhkfbrinSgVt4kjpdtTae9VohKjtI7kEJ583WStnydL/pw6c2ZLjU1W284hJ2x6nbq9\nuH4d3nwT/vnHVPtXu3aGh84/Op/317/P/Jfn07xMc7NHUVWVnVei8PNwo1LB+/V+V9ea9vZrfxT0\nHpm28dNPMG4cLF1qupmpsD+2VEOTUzI2ORlDMsblgURPLkbojneYdqcnvnk9tU4lLEDGJytIS8C4\nrDBTUnfRe0At1m/5iVcaDtY6lRA2zR63cxBaKFIEli83vevXoQMMHw5JSeke2rNKTxZ3XUyvZb2Y\nc3iO2aMoikKtIr5cvJfAjfj7GYq1A79qcHxcltp4912YNg06dYIFC8weUQghnqZ3RynzGmndCvGh\nzyxG/bpb60RC2C8XTygUQo2S4RzNX5dry2Znfo4Qwixk4pcJWyiazXUGRYEePeDIEfj3X6heHSIi\n0j20aammhPUN45OwT/jvtv+iqqpZr4GHi57aRXzZfz2GhNT7+/vV/BHO/gL3Tmd43qMZ2rUzbV84\nbBiMGQPW+sWmQ/xbcJAMzsaa11z6Sp9SdhD5/Q4RnHKMbVOjLd5fdkhf9tWXvTLnNdIFdqZE7Cb2\nBXTGP3wfm7dsNlvbj7LU99WS/17sLbNcC+u1bQ4y8XMmAQGweDF88QW89JKpBjAx8anDni/4PBED\nI1h6cimhq0MxGA3pNJZzBT3dCfLLy97rd031fp7FodIo2PtWlmdxVavC7t2wYoVpJavBvBGFEOJx\n+Z5D51OOmIE16XV1J38dOKt1IiHsV7GOFIzdStrLDWh5WuG4he4vIIR4nNT4Oavbt+G992D/fpgx\nAxo1euqQ2ORYui3phoLCoq6L8HLzMlv3qqqy6+pdfNxcqFLIB4xpsKEOVBwCpXtnuZ3YWOjSBfLl\ng7lzwSPzMkGhMamhEXbr3O/cO/ArhoHn6NB+FjvntdU6kTAzGZ+sx7CxETvzvEnJDiNYObYZ770t\nSz6FyIjU+IncKVgQ5s+Hr76C7t3h/fchPv6xQ7zdvVnVYxXFvIvRdFZTrsdeN1v3iqJQq7AvV2IT\nuR6XBDoXqP0bHPwIUu5muR1vb1izBlxdoXVriM58BZYQQuRMiVfwUs+gVC5I/pW3ScjgbslCiMzp\nAztTIn4Dewt1hPXrtI4jhFOQiV8mbGGtrkUzdOkCR49CVJRp/eQTfbnqXenl3YsuFbtQf3p9Tt4+\nabau3V101Cnqx4EbMSSkpoF/HQh8GQ4Nf+rYZ10Dd3eYNw+qVYMmTeDaNbNFzHIGa5EMzslRa53s\nri8XT5RS3Ul+tRj/8fqdMTMyvsmL3T036ctqfdkrs1+jYp0oFreRy3Wa4/p3LOfunjNv+0iNmD23\na8m27TGzucjET0D+/DBnDkyYAL17w9tvQ1zcwy8risKoJqP4otkXhMwOYdvFbWbrukAeN8rnz8vu\nB/v7VfsvXF0Nt3dlqx2dzhS/Z09o2BDOSvmNEMIClKBQ8hc6RoOEPaz+TfYfEyLHfMqhc89PxT56\nSkUb2bx3kdaJhHB4UuMnHnf3LgwZYnrnb9o0aP74fn6bz22m59KeTGw7kR6Ve5ilS1VV+fvaXTxd\n9VQrlA8uLIATY6HNftC5Zru9qVPh889h40Z4/nmzRBRmJDU0wt4Z19Xi9hpvJs1oTLv9A6n3XEmt\nIwkzkfHJutRDIzh9O56ovqfY2uUGIyYd0TqSEDZJavyEZfj5mTZ6/+UX6N8fXn8d7t17+OXmZZqz\nuc9mhm4aytc7v8Yc/7koikLNwr5cj0vmamwilOwOHkXg9MQctTd4sGmT9+bNTTtYCCGEOemCBuPR\nJI23PWby8TcntI4jhN1SinemZNxGjpdrT8kdZ4lNjtU6khAOTSZ+mbCFtbqaZGjb1lT7p6qElysH\nGzY8/FKVgCrsGriLP478wTtr3zHLdg9ueh11ivhy6OY94lINUHsSnBgH8ZeA7F+D114zLf1s1cp0\n41JzcNp/CzaYwdk4aq2T3fZVqifeyjE8SuVBvzSKlLQ0y/aXCenLvvqyVxa5RgVq42aM4Ub9WNqc\n1fHXPxvN2rzUiNlvu5Zs2x4zm4tM/ETG8uWDKVPgo49M7/wNGPDwtpnFfYqzvf92zkSdocvCLsSn\nxGfSWOby53GjYgEv9ly7iyFvWSj/Pux/L8ftdesGkyeb5rAZ7FcvhBDZ5+qDEtiFxL5leN9tAV/P\n3aN1IiHsk6JDKf4iRQud4Z5rEY6tky0dhLAkqfETWRMbC8OGwerV8Ntv0L49ACmGFEJXh3Li9glW\n91xNgFdArrpRVZU916Jxc9FR3d8D1lWD4K+geKcct7l+PfTpA8uWpbtdobAyqaERDuF2BMnbXkXt\nc5taz//Bsb05H6OE7ZDxSQPX1hG973PCPq7D2SIz+b+NMegUeV9CiEdJjZ+wLm9vU93f77/Du++a\nZlJRUbjp3ZjZaSZtg9rSYEYDzkSeyVU3iqJQo3A+bsUnczneCLV/hX3vQWpc5idnoE0b0+buL70E\ne+QX80IIc/Cvh6u7J/d61qD10RMcu2C+fU6FcCoBL+CTdIq0TjVoedyN/dfMVJ8hhHiKTPwyYQtr\ndbXO8Fj/zZqZ7pji6wtVqsDKlSiKwufNPufjRh/TZGYTdl7amav+XPWm/f0O37pHrF9jKNSU8FkD\nc9Vmy5YwYwZ07AgHD+asDa2/D5LBeTlqrZNd96Uo6IIG49pC4QOv6Qz99vE7Sdn1c5O+RDosdo30\n7oTdqEbp5rcodyeJLXsWmq1pqRGz33Yt2bY9ZjYXmfiJ7PPygokTYcEC+L//g1694M4dBtYYyOzO\ns+mysAtLTyzNVRd+Hq4873+/3i/4G7i2Ae7m7hadHTrAr79Cu3Zw7FiumhJCCCjdm3y6Q+TzTyNu\n/l0MRqPWiYSwS/qCjSgev4WjhZsR+2fuXj8IITImNX4idxIS4JNPYP58+OknePllDl4/SMf5Hfmw\n/of8p/5/cty0qqrsvR6Ni06hRtxi+HcGtNoJuVz7P38+fPghbNkCFSvmqimRA1JDIxyJcUcvbkVE\nsX28N9d++4j3u9bROpLIBRmfNJJyF8PykqxYOhLD8XE0jDhOMZ9iWqcSwmZIjZ+wDZ6e8N13sGQJ\njBwJ3bpRXV+MnQN2Mu3gND5Y/0GOt3tQFIXqhfNxJzGFS/49QVHg32m5jtyzJ4wda1r+efFirpsT\nQjgxXbnB+JY9T8ek9UyfeFPrOELYJzc/KFCb4r30tPrXwLpTf2qdSAiHJBO/TNjCWl2tM2Sp/wYN\nTMVzpUtD1aqU3PA3O/pt5/DNw3Rb0o3E1MQc9e2q01G3qB9z12wkLvgnODwKkm7lqK1H9etnWqXa\nujXcuZO1c7T+PkgG5+WotU4O0VehprjpDcR2rkqjvWc5d/2OZftLh/RlX33ZK0vXRekDOxPguo/o\nPMU4s2Gu2dq1BHusEbO3di3Ztj1mNheZ+AnzyZMHvvoKVq6EL77Ar/cg1jefhYeLB81/b86dhCzO\nsJ6Qz92V0vk8iYgvgbF0XzjwoVnivv8+dOli2pkiPvfbEAohnJGiQxc0CH1bd4b4TGPoDzm8e5QQ\nzq74ixSP38TJiq3w23yApLQkrRMJ4XCkxk9YRnIyfPEFTJuG8btvGRlwnKWnlrHu1XWUzV82282p\nqsr+GzHoDPFU39cApd5MKPxCrmOqKgwaBNeuwapV4Oqa6yZFJqSGRjicxBsYVj9H4tA8tEj6kYjr\nXVEUu/4n7rRkfNJW2ppg9l54Ba8vJnF150zaBLXROpIQNkFq/IRtc3eH//4X1q5F9/U3jPvpBKOC\nBtBoZiN2X9md7eYURSE4wIfIVDduPfct7H0TDMm5jqkoMHkyuLjAgAEgN+UTQmRbnsIohZsRO6gK\nbySvYcZaeddPiJzQB3amQOmLlL4bz7bdi7WOI4TDkYlfJmxhra7WGXLVf82asG8fVK9On77fsy61\nOx3mtWflqZXZzuCi01G3qC979U1I9aoIJ77Kea5HuLjAwoVw7hyMGvXsDFqTDM7JUWudHKkvXdlB\n5Hv+Gt1SVvDzj1cd6rlJXwKsUxelBHYmMPEvjpdoStKaVeT2nUupEbPfdi3Ztj1mNheZ+AnLc3OD\nzz+HjRsJXriVfzZUYMzcUCbtmZTtpnzcXala0JuIwp+hnp4I986aJaKnp6k0cdEimDXLLE0KIZxJ\nkdZ4KDEktH6O4G2XuHMvTutEQtgf32q46YykdX6eJvtdOXH7hNaJhHAoUuMnrCs1FcaPxzDhRz5r\n5UpKv9cY3/IrdNncm+/AjWj8L/5EYPx2lGYbTGs2zeDUKWjSBBYvhqZNzdKkeILU0AiHdWQ06XHw\nwwAAIABJREFUdw7u5PrQSL5+42vmfN5C60Qim2R80p5x33ucvmqgaPc5TNkwgo+ajtA6khCakxo/\nYZ9cXeGTT9CHhTP6VGFeGTKN937rlO27d1UrlI9/Cg0iJf4GXFxgtngVK5o2eO/eHc6a581EIYSz\nKNsfP8/9lNVd4cTMmFwvUxPCGemKd6aIIYK7XiU5v8F8/78LIWTilylbWKurdQaL9F+lCi579lG9\n5xDGDtvIzwOqEBWf8XYPT2bQ6xRqFyvI3sDxGA98CCnRZovWvDmMGQMdOkBUVMYZtCAZnJOj1jo5\nXF95S6IUqEPM4GAaRc5mybbjlu8TB7yODt6XvbJaXVShxngbLnK9aV1KhV8hKjEqw/Oy1a4Z2WON\nmL21a8m27TGzucjET2jHxQXXkZ/gFbGfrnvjOVOjJFcObcvy6d5uLpQq04yrPi0xHPrYrNEGDzZN\n/Lp3h7Q0szYthHBgunKheAdH0toYzvhvL2odRwj7o3OFIm3we1FPxzN5Wf/Peq0TCeEwpMZP2AaD\ngR3/eZnnp68mbsQQSnz8Feiy9nuJo1cuUuHvuriGrETxr2u2SGlp0KaN6cakX5nnBqICqaERDs6Q\ngnFFCaKnFuOt8NeZdLsXBby9tE4lskjGJxtxaQk390/Cs+dBhk96gUkDl2mdSAhNSY2fcCx6PY0m\nrmD/4gncmPYjkfWqwT//ZOnU54uW4GzJ0aREhILRfG/PubjAggWmrR4Wy3ZCQois0LuhlOmD4ZUC\nfJhvJqN+2at1IiHsT5HW+Kfs598qjVH+3EqaGf9vF8KZycQvE7awVlfrDNbsv2W7dzBuDWdCkYsk\n1QqGH34Ag+GZGfQ6hVJVBxKr+BB//Eez5vH3h2XL4K23YObMjDNYi9b/Fmwlg7Nx1FonR+1LKTuY\nI1f2UDntFLummq/+OCOOeh0dtS97ZdW6KFdv1IINydMtP+0O+xNxOcI87ZqJPdaI2Vu7lmzbHjOb\ni0z8hM2pV7IhfWYeoP17BTg/6wfUJk3g0qVnnpPX3RVDzUm4nhxHSuyzj82uGjXg229Nm7tHW/41\nnBDC3vmUQ/EqRcygmrx2Yzvr9pzWOpEQdselRBfylr5N46s3WHdyldZxhHAIUuMnbNbt+Nt0mteR\n13cb6LPyAsrQoTBkCOj1GZ5zM2IELrHHyN9yFYqZ9vZ74J134PJlWLHCbNsGOiWpoRFO4fxcYg9M\nxDDgPG3bzCZiYVutE4kskPHJhiReJ23Vc1wZUoJPX0ng9wlZK/8QwhFJjZ9weAXzFuSvfltY0bI4\nrw4LInXNamjQAE6cyPic2p+SJ+44104vMXue77+Ha9dg4kSzNy2EcDQlXiav+i9qcGEKrb5JXFL2\n9ioVwunlKQI+FUjpWp7gbXouRF/QOpEQdk8mfpmwhbW6WmfQsn9PV0+WdF1CkqEINV6JJKpHJ2ja\nFMaNS3efBZ1LHnR1fsXv2IdE3jPvusxdu8JZsAC+/BL27zdr01mm9b8FW8ngbBy11slR+wII3/43\nSqlepPQswofes/lsym7L9eWg19FR+7JXWtRF6QM74VkriRcvprHmzBqztZtb9lgjZm/tWrJte8xs\nLjLxEzZPr9Pzbp136V9zINX4leNrZ0NYGNSrB0ePPnW8R/HWKAUbEL3/E5LTDGbNUrYs/Pwz9OgB\nsbFmbVoI4WCUoMHk9z9KnaQDbJx8V+s4QtgdJbAL/u4HCUiMIuJv86/kEcLZSI2fsCuLjy/m7bVv\n80eXObQKvwwjRsB778Hw4eDq+r8DE2+Q9mdljlRZSfUKDcxe7xcaCvHx8McfUu+XXVJDI5yJcX1d\nbq/z4rdp9Wi+exCNKpfWOpJ4BhmfbIyqkraqPJdmBfLtvQt8s+4oed3yap1KCKuzmxo/RVHyKYqy\nWFGUk4qiHFcUpa6iKH6KomxUFOW0oigbFEXJZ+kcwjF0rdSVZd2X0WdFX2bW1MPBgxARAXXqwKFD\n/zswT2F01b6g7D8fcjrS/G/N/fgjHD4Ms2aZvWlhJTI2CWvQlQvFo1Eyb7nNYuS3cndPkTUyPt2n\nKOgCO+Hewo2XzhZg8/nNWicSwq5ZY6nnBGCtqqrPAdWAU8Bw4C9VVSsAW4ARVsiRI7awVlfrDFr3\n/2SGRiUasbXfVsZsG8Pof6ah/vknfPABtGoFn30GKSkA6Mq9gZeLSsrZ6dxOSDZrBk9P0+buQ4fC\n+fO5bjpHGbRiCxnMxG7GJketdXLUvh7rr0R3vDmOa5A3nkvvkJyaarm+rED6shqbG5+0qovSBXbB\np+B56t88w7rjK83Wbm7YY42YvbVrybbtMbO5WHTipyiKD9BYVdWZAKqqpqmqGgN0AmbfP2w20NmS\nOYTjqeBfgYiBEaw5u4aBqweR2ruX6R2/gwehVi3T3VcUHfq6k6l0bTyHL/1Dkpnr/SpXNk38+vUD\no9GsTQsLk7FJWI2rF0qJV0juU4r388xj7O+Wu8mLcAwyPj2hQD3y6O4SUymQWyt24DDLWIXQgEVr\n/BRFqQZMAU5g+o3VPuAD4Kqqqn6PHBelqmr+dM53nHXqwiLiU+LpsbQHyWnJLOm2BB83b5g3z7Tf\n38CBpncAj43gbuwtjpWdQKPi+c1a72cwQEgIdOli6lJkzhZqaGRsElYVuZeU8Fcw9rtLrXJzOXag\no9aJRAZkfLJNhogB3PrrPCvmpVJvy09UL1Jd60hCWJW5xiYXc4TJpP0awNuqqu5TFOUHTEsVnhyR\nMhyh+vXrR6lSpQDw9fUlODiYkJAQ4H9vp8rnzv358u7LeXftu9QYUYNxzcfR9dVXoXlzwrt2hQoV\nCFkwE9/ovpze9Bv/FqhOv07tzNr/7Nkh1K0Lfn7hlC6t/fWwtc8f/P3ChQvYEBmb5HPrfX4kDuMZ\nFyq9WoMOsw8xbW4SQcUK2k4+J/48PDycWfeLtR/8PNsAGZ+e/Px2WaqV2U/bG4l8sfAn+gT3sa18\n8rl8bi+vnVRVtdgHEACce+TzRsCfwEkg4P5jhYGTGZyvai0sLEzrCJpn0Lr/rGQwGo3q+O3j1RI/\nlFCP3jz64EFVXbhQVQMCVPXLTqphZXl17elL6o24JLNnmDxZVatXV9Xk5Bw1bZYM1pLbDPd/ri06\n9mT2YW9jkzW/79KXhfo79ZN6d0ET9Ur+UmqrN9Zbti8LcvS+ZHzK/Bpp0nZqgpq2wEe9V9BPbfdZ\nffO1m0OaXgsnadeSbdtjZnONTTrzTiMfp6rqTeCyoijl7z/UHDgOrAL63X+sL5C9al0hnqAoCsMa\nDWNc83G8MPsFtpzfYtpnoVs3015/R9zQHbhK01Ofs+96NIlmrvcbPBgCAuCbb8zarLAQGZuE1ZV+\nFR/lMN5FFJIXRJFmMO8YJByHjE/pcMmDMaAZiV2DKLsGbsbd1DqREHbJ4vv43V+rPg1wBc4B/QE9\nsAgIBC4C3VRVjU7nXNXS+YTjCb8QTvcl3fmu1Xf0rtr7f19Y8hvcfYu7J17l2BtjaVi+ODoz1vtd\nvAg1a8LOnVChgtmadTi2UENzP4eMTcKq1F2vcTPiNrvGefLvxKF81Kue1pHEE2R8smHnZhG5eQIn\nvvDh39X96RfcT+tEQliNucYm2cBdOKTjt47Tfl57QmuGMqLRiP/d0GXvZ6g7p5I0wZ3rE36hzItt\nzdrvhAmwbBmEhYHOou+n2y9beWGVGzI2iRy5tY3kHQNRX7tB7WpzObrrRa0TiSfI+GTDku6QtqIM\nKYNU+k1qzaK+S7ROJITV2M0G7vbu0SJLZ82gdf85yVCpUCV2DdzF4hOLeePPN0gzppm+UHMUSrn8\nuHz9CkVDBxD/5lsQH2+2DO+8A0lJMH16tuJmmT1+L0TuWfOaS18W7K9gY1xd9cR2DabZ/tOcuXLL\ncn1ZiPTlvCx5jbLUtoc/ql8wyc0Lk7DgGimGFPO0mwOaXwsnaNeSbdtjZnORiZ9wWEW9i7Kt3zYu\nxlyk04JOxKXEgc4V6kzG1WU+CX9v4+7NOxirVDG9RWcGej1MnQojR8L162ZpUgjhKBQFXdAg9K1c\n+cBnOkO/O6h1IiHsikuJTqghnnT9tyDbL27XOo4QdkeWegqHl2pI5c01b3LwxkHW9FpDYa/CsHsw\n6PNwuvRYkletosqnw1A6doSvvgJv71z3OXIk/PMPLFxohifgYGQplXBqSbcwrqpAwoi8tIr9nh03\nuqLT2fWPg0OR8cnGxf5L6ura3HonP9/M7ciPbX/QOpEQViFLPYXIIle9K1M7TqVLxS7Un16fk7dP\nQvB4uLSI8upJYlu24cSWnZCcDFWqwF9/5brPkSNh927YssUMT0AI4Tg8CqEUaUHcoEq8lbaKqX8e\n0DqREPbDuyx4F8GvVCT7VhzVOo0QdkcmfpmwhbW6WmfQun9zZFAUhVFNRvF5yOeEzA5h243jEPwV\nyr43qRXgzSWdB9d+nASTJ8PAgab9GWJicpzB0xN++AHeew9SU3MVPccZLMUWMjgbR611ctS+MutP\nCRpMvgpXeCllNb/8mPs14Y56HR21L3tlK3VR+sDOpLQPoHGEH2ciz5it3eywlWvhyO1asm17zGwu\nMvETTqVPtT7MfWkuryx6hQXxbuDihfu536hT1JeDN2OIb9bctO+fXm9692/duhz31bkzFC0KkyaZ\n8QkIIexf4Ra46+KJb/c8dXae49LtKK0TCWE3dIGd8QiKpsvdKP4886fWcYSwK1LjJ5zSkZtH6DCv\nA59V78aAyNkobQ9zNsmHK7FJNAksgF6nwObNMGgQhITA99+Dn1+2+zl1Cho3hmPHTBu8C6mhEQKA\no2OIPLiVWx/dZszg75j3ZQutEwlkfLILqpG0pcUwfHSPNm+0I2zYYq0TCWFxUuMnRC5UDajKroG7\nmHByIxsoiXH/BwT55cXDRcex2/dMBzW//+5f3rymd/9Wr852PxUrQr9+MHy4efMLIexc2f74euyn\nhOsNzsyKwaFfqAthTooOAjuT2jo/+VZCTFJM5ucIIQCZ+GXKFtbqap1B6/4tlaG4T3G299/OxHhv\nbl5eQ/KVldQs7Mv1+GSuxiaaDvLygp9/hj/+IPz11+G11yAqe8uyPv0UNmyAfftyn9lRvxfi2Ry1\n1slR+8pSf57FUQo1IHZwNULj1jF/c85vVOGo19FR+7JXtlQX5RLYGV11ld5R7mz8d6PZ2s0qW7oW\njtquJdu2x8zmIhM/4dTyeeRjxasbmOtenztbexAdf5m6RX05ePMecSlp/zswJMS0K3uBAlC5Mixf\nnuU+vL1h9Gj46COQX+oLIR7QBYXiXeU2r6Yt5dsfLmsdRwj7ERCCu08MIUnbWX7IPPvwCuEMpMZP\nCEBVVY4tr8y2qGu07LIbva4YF2ISCCnhb6r3e9SOHTBgANSoAT/9BAULZtp+WhpUrQrffgvt2lno\nSdgJqaER4j5jGsYVJbg7sxjvbxrEDzd7UTBf7vcRFTkn45P9SN3WDeO366mntmPfyrnodXqtIwlh\nMVLjJ4QZKYpClTabGOCdxsA5DbgRexgvNxeO3Lr39MGNGsHhwxAYaJrNLc68sNzFxbQ3/NChpkmg\nEEKgc0Ep0xe1ix9D8k3n45/3ap1ICLvhWqILaU286XG5IHuvyc+OEFkhE79M2MJaXa0zaN2/1TJ4\nFiVP8DhWli1Cl4WduBqzjVsJyVy+l/h0hjx54JtvTEs+P/0UunaFW7ee2XyHDqaVorNn5zyi03wv\nxGMctdbJUfvKTn9K2UH4eR/gOfVf9k2Ptmhf5iB9OS+bq4sq2pY8RaJol3CEVcfXm6/dLLC5a+GA\n7VqybXvMbC4y8RPiUeXeJL+rB3ubv8t7697m38h1HL51j9jkDN6mq1cPDh6EoCDTu3/z52dYyKco\nprnip59CfLwFn4MQwn54l0XJH0zMoBr0uR3O6oiTWicSwj64+ZKWvy4VA/awcuUVrdMIYRekxk+I\nJ0Xth/D2XG60ntaLe9E3eCg1i7YnpKQ/Lk/W+z1q717o3x/KlYNff4XChdM97JVXoG5d081enJHU\n0AjxhIsLidv3Hcb+52jZ6nd2L3HyQmANyfhkX9TTP5P8x+eEbujL2L8+oLhPca0jCWERUuMnhKXk\nrwkluhN4/md2DtjJurOzOHIzggM3MtnGoXZt2L/fdNfPatVgzpx03/0bPdp0k5e4OMvEF0LYmeKd\n8VTPk1a7OMXXXOdeQqLWiYSwC0pgF1zLxdEz8TZrzqzVOo4QNk8mfpmwhbW6WmfQun9NMlQbA9fW\n4xd7nA29N3Dw+jIWrVnMsdvPruPD3R3GjIH16+G776BjR7h69bFDKlc27Q4xaVL2Yznl90I4bK2T\no/aV7f707iile5PWPYAhPrP5ZPJuy/WVS9KX87LJuijPYhjzBtHYdx1z1z29TFpqxOy3XUu2bY+Z\nzUUmfkKkx9UHav4Ae9/AXadjducZRMYf4sCNSI7dOpf5+dWrw549pncBq1eHmTMfe/fvs8/g++8h\nNtaCz0EIYTeUoMHkz3+YmslH2DI5Zzd5EcIZ6Sr0wr1qPEkbPUlMlXfLhXgWqfETIiOqCuHtIaAp\nPD8MgJmH1pCY5keNwq7UK147a+0cPmyq/StUCKZONW0DAfTqZXr37+OPLfUEbJPU0AiRPuOGBtze\nkIfpk2vSYNfrhFQrq3UkpyPjkx26d4a0xcFMnfQhJRc0oF35tlonEsLspMZPCEtTFKj9M5z8BuIu\nANA/uD1Fvb1ZfvowK0+vylo71arB7t3QuLFp0/epU0FV+fRT+OEHuJfOVoFCCOejKxdKngaJvO46\nh0++OaN1HCHsg0958ChAh/x/Muev/VqnEcKmycQvE7awVlfrDFr3r2kGrzJQcQjse4fwsDAAOpSr\nTKMSrZhzZAO/7P0la+24usLIkRAebpr4tWpFRY8LtGplugFoVjn198KJOWqtk6P2leP+SnTFSz2F\n7nk/fFbcITElxXJ95ZD05bxsui4qqAdFix1n12o9j77bKTVi9tuuJdu2x8zmIhM/ITJT8f8g7hzc\n3gmAi04hpERRXqs2kkXH1zBs0zCMqjFrbVWqBLt2QcuWULs2X5f6hYk/GklKsmB+IYR9cMmLUrIb\nKa8G8h/POXw5M3s3eRHCWbmU6wl19XSNzsfx28e1jiOEzZIaPyGy4uT3EH8Rak14+NDle4kcux3N\nNzv6EODlz6xOs3B3cc96m6dOQf/+HD7jwckh0+gx0jnqeaSGRohniDpAalgnDP1iqFV2DscOddI6\nkVOR8clOqSqG3/NzZGEj5vdrx9fd3tQ6kRBmJTV+QliTon/qoUCfPATk9eTL5vMxGA20+qMVdxPv\nZr3NihVhxw68enSk9ad1Mf44EYxZfOdQCOGY8tdAn6cQMX1q0fn0QfaeuaR1IiFsn6JgLNKBSvnD\nWLY8a0ukhXBGMvHLhC2s1dU6g9b920yG/VeeeqxaIR8S01TGtphBrSK1aDijIReiL2S9Ub2eMj8P\nIbTyLqImL4amTeHs2Ywz2MJ1sIEMzsZRa50cta/c9qcrNwj3Jqm8k2cmI759em8yc/aVXdKX87L1\nuijXaoPQV0+j3hVfIhMizdZuemz9WjhCu5Zs2x4zm4tM/ITIBb1OoW5RP05FxjOq6TjeqPUGDWc0\n5MD1A1luQ1Gg52flae+1FfWVrtCggWmTP4PBgsmFEDarZC98dMfwLOEKC++QakjTOpEQtq9gIxR/\nHYPzbmHB3+FapxHCJkmNnxBZcWqC6QYvj9T4PepCTAKX7yXSOLAAy08u5/U/X2d259m0LZe1/YSM\nRihZEjZtgoqu/0K3bjBoELzpeHUKUkMjRObUiP7c/Ps6e8a6c/z74Yx4rb7WkZyCjE/2LXXVixgW\n7KCR13j2TQnVOo4QZiM1fkLYEG83FwxG03+0XZ7rwsoeKxmwagBT90/N0vk6HeTPD8nJQNmyprt+\nxsRYMLHINanHFBakBA3Gr8QZWiVsYd7Pt7WOI4RdcKkxGNfn4ylyyoPktGSt4whhc2TilwlbWKur\ndQat+7eZDOnU+GWkfmB9tvXbxlc7v2LUllGY67evNnEdbCCDTbi/r6M1OGqtk6P2ZZb+/Ovj6ubB\nve7VaXn4BCcu3rBcX9kgfTkve6iLUoq0RAmEUPd9rDy8VWrE7LhdS7Ztj5nNRSZ+QlhIuQLliBgY\nwV/n/qLPij6kGOROY47k5Ecz2L5d6xTCYSkKunKDcW2p432v6Qz97rDWiYSwfXoPDHnrE1JgKb/M\nlTviCvEkqfETIisyqfGLTEzh6K17hJT0f+prCakJ9FraixRDCmtfXZthF9Wqwe+/m/5k+HDw9TX9\n6WAcpYZmyldRbDrgw6IFT2/1IYRZJN3BuCqI+E98aBv5DVtvdUWvk9/XWpKjjE/O/NpJPTcP4/R+\nhOyYSXhYD/Q6GaOF/ZMaPyHshKerJwtfWcimc5u0jiLMqMtAH5asjOPI+WtaRxGOysMfirYhfsBz\nvKMu49cV+7VOJITNUwI7oJSHN1xO8tfpXVrHEcKmyMQvE7awVlfrDFr3bzMZslHj9ySdYp4fNZu4\nDjaQwSbkMdCqz3mGfXfM4l05aq2To/Zlzv50QYPxLXeJTknrmDIh/To/R72OjtqXvbKbuihXHwzu\nVWnrv4DRY1eZr91H2M21sON2Ldm2PWY2F5n4CSFEDiQbDPR/vQCbl5TCIHf4FJYS0Aw3fQpxL1ah\nwe5/uHAzUutEQtg8fbUB+Ba/yJ2jbma7uZoQjkBq/ITIilzU+AGkGlLxHOtJ6iepGXYhNX72Q1EU\n1XB7N/vPn6brWw0Z9d9rDGrVSOtYwlEdH0vUwc3cGXKTUQN+YNH4lloncliOMj45/WunpDsYFxRh\n8u9jqD6jFfVK1dA6kRC5Yjc1foqiXFAU5bCiKAcVRdlz/zE/RVE2KopyWlGUDYqi5LN0DiGEeFRu\nxyadIZ4q18Yz/bWFbL/+rfWCC+dTpj/53A5QNE8UF3+/K+9gOAF57ZRLHv4YXCrQJWAuExcd0TqN\nEDbDGks9jUCIqqrVVVWtc/+x4cBfqqpWALYAI6yQI0dsYa2u1hm07t9mMuSixs9sGWzhOthABjPJ\n3dhUKAQ3JYWqe9fQPOKWRV+MO2qtk6P2Zfb+8hRBCWhC3KCqvJ6wjtkbDlmur0xIX1Zjc6+d7K0u\nSl81lBNpJzjyl4vZ27a3a2GP7VqybXvMbC7WmPgp6fTTCZh9/++zgc5WyCGEEI/K3dikKOjKDkTf\nxp0eu5NQFLteHSZsnC4oFJ9K1+metpwJP17VOo6wPHntlEu68r2gDPRNi+TEzdNaxxHCJli8xk9R\nlHNANGAAJquqOk1RlLuqqvo9ckyUqqr50zlX1qkL2yA1fmZjKzU0ZhmbEm+g/vkcjPRGWbACakgd\nibAQYxrGFaW4+3sxhqzrx1c3elHYT1b6mZtDjU+C1NnPcX1TXsY2eJ/f3npN6zhC5Jjd1PgBDVVV\nrQG0A95WFKUx8OSIJCOUsG3Jd0CRTWAdTO7HpjyFUQKaobxVHaZNs1BMIQCdC7qgAaidfRjiO53h\nE/dpnUhYlrx2MgNd5YEUCzhM+FqtkwhhG8y/8PkJqqpev//nbUVRVgB1gJuKogSoqnpTUZTCwK2M\nzu/Xrx+lSpUCwNfXl+DgYEJCQoD/raO15OeHDh3igw8+sFp/6X3+4DFn7f/RvjXpv7In/PMbP54Z\nRHBseIbHH4rYCefzZfh143kj4eEZnx8XF87evVCt2v2vnzsHTxxvj/8eH/z9woUL2BKzjU2ppfHV\ne1Dl94lcq/oNr72R1+zX/scff7Ta2GfNn7Un+7Rkf9b+2bFIf7UG4Hd6EvtS0tj16w74rDkg/z5y\n+3xmzZrFjRs3qFevHrbCFl87PXjMbn5eQkLYHlkOo4uR2lcPcjmmGYH5itt0XrDcz/ODx+wlryXH\nG3v4/j34u9lfO6mqarEPwBPwuv/3vMBOoBXwFTDs/uPDgPEZnK9qLSwsTOsImmfQun9NMyTeUtXl\nJVT10rJnZriTkKyGXbid4ddT0lJUly9cntlV1aqqeujQ/U+GDVPVceOeOsYRvhf3f64tOvZk9mGJ\nsenWwi1qId9kNS4uV5cnXdb8vktftt2fYXNL9frIlupPPm+qS7cds2hf6XH0vhx1fDLnNbKntsPC\nwtSUaeXUs30aqsPmzDdru5ZiyWthT+1asm17zGyuscmiNX6KopQGlmNajuACzFVVdbyiKPmBRUAg\ncBHopqpqdDrnq5bMJ8QzGdMgrDUUqAvBY595qNT4ZZ0t1NBYamyq1PActVpcZPbnzSyaXzixS0uI\n2zsetd95mjWfw74V7bRO5FAceXxyVqkRY9Et/ZxK56ZwallfreMIkSPmGpsyXOqpKMqqLJwfpapq\nv4y+qKrqeSA4ncejgBZZCSiEZg5/bKrrqzpG6yTCzCwxNhmMKgPfT+aTEb7MGq3KXT6FZRR7Ec+9\nbxPdsBRlNlzlblw8fl55tU4lzEheO5mXa/VQ1JOf0GF/IpEJkRTwLKB1JCE0o3vG154DvnvGx/dA\nbUsH1Nqja22dNYPW/WuS4dJi00fD+aDTa5MhHZLBdhlRCaruh4dahEXhx8zatjWvufRl4/3p3VBK\nv4bhZX8+9JnFqF/3OOx1dNS+7JUlr5Gl2g4PDwcPf1KNZQgt9gdTN201X7sWYtFrYUftWrJte8xs\nLs+a+I1UVXXrMz7Cgc+tlFMI64k+DnvfgsZLwV1+MyiyxlVN4/mkLfT76A7/nXhd6zjCgSlBg/Hz\nPUjVtBPsmPrUSj8hxBOUSgMoG7CHBfPl50U4N4vv45cbsk5dWF1KDGyoDZVGQpms1wJIjV/W2UIN\nTW6lOzYZUzEuL8H2YrP4YP4Atn9zGi83L20CCodn3NSUWxtdmf1rMDW2vk7LmuW0juQQHHZ8cnZJ\ndzDOL8xH077h87DBMjYLu2O1ffwURamlKMpyRVEOKIpyRFGUo4qiHMltx0LYHNUIf/ccB2H2AAAg\nAElEQVSFwi2zNekTAgCdK0qZPjx//HsWbXPn8I3DWicSDkwXNIi8deMIdZnD6G//0TqOELbt/nLP\nN4ovYubmbVqnEUIzmU78gLnATOBloCPQ4f6fTsEW1upqnUHr/q2W4fg4SLoFNX7QLgOAqsLp0+Dh\noV2GZ7CFDLZKKTsIP5+DlLoaQ8PUwmZr11FrnRy1L6v0F/gKedWzKFULoi7fSnxSsmX7u89Rv2cy\nrmXOHuuiHmu3SihlAvcxe9Zt87ZrZvZW1ybXwnptm0NWJn63VVVdparqeVVVLz74sHgyIazp2no4\n+ws0WgJ6N22zfP01XLwIgwdrm0Nkn085dH6VML5ZF6ZP1zqNcGQueVBK9SSlZ3G65tnIFzN2a51I\nCJvmXm0ASiWVZudvEZ8Sr3UcITSRaY2foijNgZ7AZuDhrxRVVV1m2WiyTl1YSdw52FjfNOkr1DhH\nTZirxm9l32WU+v49+PtvKF48R1lsncPX0FyYB0d/gdfPmSbwrq7WDSecx90jpG5ui2FAHLVK/s6x\no520TmT3HH58cnJJMypxdaMHK3uNYciLsgemsB9Wq/ED+mPaT6YNpiWeD5Z7CmH/0hJg20tQaVSO\nJ33m8lzCfop/+TqsWOGwkz6nEPgS1PwEtUwZIkatIS1N60DCYflVRe9VlJh+NXn5331EnLigdSIh\nbFvwm5QudYR5s3O/3FMIe5SViV9tVVVrqaraV1XV/vc/Blg8mY2whbW6WmfQun+LZVBV2PM6+FaG\n8u/kKoPB+OzfrqYaM36nDyDyyFW+P9+ZKyN/g1q1cpTBWmwhg03Te0DR1ihjxjBtfXHWrMl9k45a\n6+SofVmzP11QKHvz3+Zt95l8/O1Ji/fnqN8zGdcyZ491UU+261GlD1RQaX/lOveSYs3WrjnZW12b\nXAvrtW0OWZn47VIU5XmLJxHC2s5MguijUGcKKDl/9/xOQgr7rkdTwidPul83GA30W9GPThXSX4Z1\n+kA8V2q+SETwWxR55+Uc5xA2plkzKr1emv+MO651EuHISvbAk/O4lcmL25JIUuQtZiEy5upDClUY\nGDSPX9fs0DqNEFaXlRq/k0BZ4DymGj8FUFVVrWrxcLJOXVjKrR2w42VoFQFeZXLUhKqqnItO4FRk\nHDWL5KNw3qfvwqmqKoNXD+ZC9AX+7PUnHi6PH3M30sjekq9QupoP5XbMzNUE1F44Uw3NjbtJlC6b\nwMatMTSuUtoKyYQzUv8eyK3dV9n/pZ59X3/Mp/0bah3JbjnT+OSsko9Ox3Xh69Q+Mov9q3prHUeI\nLLFmjV8boBzQCifczkE4oIRrsLM71JuV40mfwahy4GYM56MTaFqiQIaTvg83fsiJ2ydY0WPFU5O+\ntDRYX2skZX3vUG7LZKeY9DmbiwmJ9BxylZHfn9U6inBgSlAofsVP8ULiNhZNitQ6jhA2zf25nlBW\noWvUBWKS7mkdRwirysrEr8Wj2zjc38rhTUsHsxW2sFZX6wxa92/WDIYU2NEVyr0JRdvmKENiqoFt\nlyNJNag0LVkALzeXdI8fs20Mm89vZk2vNXi5eT319UXtZtH05iJK7lsG7u7ZyqAlW8hgL0rniaVL\nBx07V1YkOfXZdZ7P4qi1To7al7X7Cz+agIuHN/d61aTd8aMcOX/Ncn056PdMxrXM2WNdVLrtuniS\nrKtB37J/MGF5zpZ7Osy1sOF2Ldm2PWY2l6xM/F5WFOXVB58oijIJKGi5SEJY0IEh4F4AKn2co9Mj\nE1MIu3SHIl7u1C3qi6su/R+hCX9P4I8jf7Cx90b88vg99fW1w7fRestQ8m75E5fC6W8BIexfwbNf\nUv7eXNq+/TurTq/WOo5wVIqCLmgwri/Ae57TGfbtUa0TCWHT9HXfJ6D0Wdb8EaV1FCGsKis1fnmA\nVcAMTMs+o1VVfd8K2WSdujCvc7/D8S+h9V5wy5ft089HJ3DiTiw1CuejiNfTSzsfmHlwJqO3jmZ7\n/+2UyFfiqa8fXPwPxbo3ImnqHEoMbJntHPbOqWpoIveSsrUrxtAY/vPNC/zaf6nlwwnnlByFcWUZ\n4kfnp8ONsWy50w19Br+YEhlzqvHJmRmSMf7uzc+zhvHa+g/xy+OrdSIhnsniNX6KouRXFCU/kAcY\nBAwFYoHP7z8uhP2IOggHP4TGy7I96TOqKgdvxPDP3XialCjwzEnfkhNLGLllJBt7b0x30nf9xF28\ne3XgxhujnXLS53Ty18LF3ZeYV4KZeKu21mmEI3PPj1KsA/EDyvOubgkTl+7VOpEQtkvvTrK+Lj3K\nzOf7Rbu0TiOE1Tzr14H7gX33/wwDfIH2jzzuFGxhra7WGbTuP9cZkiNh+0tQa5Jpz75sSEwzsO1S\nJEkGA8q5o3hnUM8HsOGfDby99m3WvrqWCv4Vnvp6Umwql+p3I6pOG6r+8ka2nwY4wPfC2SgKuqBB\neLcA/YyZpr0jc8BRa50ctS9r9/egLyVoEL5lztEhcQMzJ9yyaF/W4Kh92St7rIt6VrsuDYbgX/Y8\nfy28a9Z2c8ve6trkWlivbXPIcOKnqmppVVXLPPHng4+c3QpRCGszGmBnLyjxCpTslq1ToxJTCLt4\nh4C87tQr6oeLPuPfk+y4tIPXlr/G8u7LCS4c/NTXVRV21n4fV083am/9LttPQ9ix0q/iqR5E56XC\n9u1apxGOrFBT3Fwg9qVqNNl3hn+u3dY6kRA2y7VMB9SiLgxIPkpkfPYnf0LYowxr/BRFqaGq6oFn\nnpyFY3JD1qmLXDs8Eu5EQLONoMv43bonXYhO4PidWKoXzkfRZyztBDhw/QBt/mjD3Jfm0rJs+ss3\nt3T9lZKrf6Lw+b/JW8QnW0/B0ThlDc2/M+DPi6REnOP2d3MoVsxy2YSTO/E1UQc3cPc/1xnadwJL\nv5El5dnhlOOTE0uc24KEsH/4ut4kvhrUXus4QmTIGvv4zVQUxe9BrV96H8D03AYQwmIur4Dzc6Dh\ngixP+oyqyqGbMZyJiqNJYIFMJ32n7pyi/bz2TO4wOcNJ3/7vwqm87HPc169y+kmf0yo7AF59l2PX\nCjB8uNZhhEMr3Rdf1wME5I3h2py7yARAiIy5NfoQv6DL7FwcrXUUIaziWRO/fJjq+Z71kfONqeyE\nLazV1TqD1v3nKMO907AnFBotAY9CWTolKc3A9stRJKQaaFbSH2/3xyeLT2a4EH2BVnNaMb75eLo8\n1yXdNi+GnSNwaA+ufTOP4iFB2XsO6bDL74Uw8fenxLIfWboimVOXb2brVEetdXLUvqzd32N95QlA\nKfwCcYMr82bKn0xfe9ByfVmYo/Zlr+yxLiqzdvWBrVALuvGmbh/XY7K+NNoRr4WttWvJtu0xs7k8\nq8avVDq1fU9+1LFmWCGyJDUWtnWBamPBP2v/RB/U8xX0dKN+MT9cn1HPB3A99jotfm/B0IZD6Rvc\nN91jYq/eI6Xti5x8+ROCh7yQ7achHI+/PxSrdZih3x/WOopwYErQYPJVvMYrKSv5+QfLbeYuhN3T\n6UnxbE6HEosZ/0eE1mmEsLhM9/HTkqxTF9mmqrCjK7jlh7pTsnTKxZgEjt6OpXpAPop5P3tpJ0BU\nYhRNZzWlR6UejGwyMt1jjKkG9pXoQqJvUZoc/xVFZ9clI2blzDU0N+OT2XziJv07x5NwuYLssyYs\nw2jAuLIMUXOLMmx1Lz6/2pvi/n5ap7ILzjw+OSvj1XBY0JwWm2ayZX0freMIkS5r1PgJYX9OfgMJ\nl6HWT5kealRVDt+M4VRkHE0C82dp0hebHEvbuW1pU7YNHzf+OMPjdjYbhUvCPertmSiTPvGQfx43\nfH0M+BfwYsoqi90XSzg7nR5d0ADomJchvtMZPnG/1omEsFm6ok0x+uThXfe/OR95Res4QliUTPwy\nYQtrdbXOoHX/Wc5wYzOc+sFU16d3f+ahyWkGdlyOIu5+PZ+Pu2umzW/cvJHOCztTLaAaX7f8GkVJ\nf0K394O5lPx7IcV2LcHd2y3z3NlgN98LkS591F5CznTh/f/eZvW5hVk+z1FrnRy1L2v3l25fZQbg\n53mAUvrrnJoVbbabvGj+vBygL3tlj3VRWWpXUTD4tqFlsWWMnb3bfO3mkL3Vtcm1sF7b5pDpxE9R\nlM1ZeUwITcVfhF2vQsN5kDfwmYfeTUol7GIk+fO40qCYH26Z1PMBpBpSGR0+moKeBfm1/a8ZTvr+\nmbeH0hM/IPaPlQRU8s/RUxEOrEAtPAzRdN/xLUG7fiUqMUrrRMJR5Q1E8a/HvdBgBsVsZFH4Ma0T\nCWGz3Jp8hGfF21zZnKB1FCEs6ln7+HkAnkAYEAI8eKXrA6xXVbWixcPJOnWRFYYk2NQISvaE5z58\n5qGX7iVy5NY9ggN8KO6dJ0vNG1Ujry1/jZikGJZ3/3/27ju+qer/4/jrpi0ttNDFXmWUIaCATNkg\nCKjIENl7qagoCIoLxYkDBVEc7L333mWI7L1n2bN7t0nO7w/g90VWV25ukn6ej0cetiU5n3du0mNP\ncj65i/Bwe/S7g5FHr5BQsQYn3/mdBr+0TPfdyCqyfA/N4a8I278Zz1G38d67/7EvIgiRaZcWEbf7\nK1T3UOo3mMbeZXKestRk+fkpq1IK8zg/Nq57jUKjh1K+YOY/hVsIW7JHj9/r3DllQ1n+ewqHJcBv\nmS0shE0oBbv7g09JKDvosVezKsWhm9Ecvx1D3SIBaV70KaV4a8VbXIm+wrzX5j120WeJTeBG7dbs\nrd5fFn3iyUr2xD/7XrzCb6AdPmx0GuHKCr1MdnWNpHolKLPuCmExsUYnEsIxaRrW3C9TN/8Svpsi\nPbHCdT3pdA6jlVLFgcEPnNaholIqyyz8HGGvrtEZjK7/xAxn/oawXVBjAjzmnZMks5V/LocTnZRC\nw6Dc+Kahn++ejzd8zN5re1nacSk7/3nM3n+lOPJcHy5lC6ZpyEdpHjsjHPqxEGmTozCmPHVwf6ca\njB+fppu4aq+Tq9ayd73H1jJ5oJXojrVNIIN8J/Lx77v0q6UDV63lrJyxLyo942ZrMBSvsuHE70hK\ntSfW1Y+FI4yr59jOmNlWUm1uUkqN0TStlqZpnTRN63bvYo9wQjzR7R1w6DOouwg8fB55lcjEFDZd\nvI2fpwe1CgekqZ/vnhHbRrD01FJWdV5FLs9cj73ese7fw8lTPL1rAh7ZnHqHkLCXMgOgznMwcybx\nYQlGpxEuTAvuQ0CufZS3nmLn+Cij4wjhuAKexuLuy8Cc69hz4ajRaYTQRarn8dM0bRpQEjgAWO7+\nWCmlBuicTfapi8dLuAFrqkLVsVC4xSOvcik6gYM3o6mYNxdFcqVta+c9Y3ePZeS/I9nacysFcxZ8\n7PUu/7EM09tvcn3xTp5tUShdNbIq6aH5n8T23Xl5w0CWX66EV+pnExEiQ6zrG3FzvRszfi/PU+vf\n5MUaZYyO5LBkfsraUpb2wbJhIV0Df2PesE5GxxHi/9nzPH5VgdpKqf5KqXfuXnRf9AnxWNYU+Kc9\nlOj5yEWfUoojt6I5ejuGOoUD0r3om35oOt9t+471Xdc/cdEXt+c4Od7pxa4PFsiiT2SI15wpmCuW\n5cfx54yOIlyYKbgv3tWi6W2ayZcjzxodRwiH5VH/AzzLRZH9YLLNToEihCNJy8LvCJBf7yCOyhH2\n6hqdwej6D2XY/yG45YAKnz90vWTLnX6+iMQUGhbNjZ9X2vv5AJacWMLgtYNZ02UNxf2LPzaDiowi\nsmErltT+gVbf1UhXjcxwuMdCZFrtVsf5ccyTT+vgqr1OrlrL3vVSrVWkNd7qHOrZAhRYdp3YxET9\natmQq9ZyVs7YF5XucX1LY1aBvJNzBZtP77HduOngMMfC4HH1HNsZM9vKYxd+mqYt0zRtKZAbOKZp\n2hpN05beu9gvohD3CZ0FV5ZArelgcvvPP0UlpbDpwm1yeXpQu3AAnu5p7+cD2HBuA32X9WVFpxWU\ny1Pu8Ve0Wjn7XBe252hCp7U9M3IvhADuvDvduEUR3OKLsmT7MaPjCFfl5oVWrBMp7fMzKNdUhv2V\ntpNUC5EVaUXbUdF/Db9MPWF0FCFs7knn8av/pBsqpTbrkui/GWSfuvifyMOwoRE0Wg/+Ff/zT1di\nEth/I5pn8uaiaDq3dgLsuLyDV2a9wvx286kXVO+J1z3beRg3522myMn1FC6evncUhfTQPGjPtUim\nzrvMti3X2De/iU3GFOIhkUcxr2+MuU8C1QpO5vCxVkYnckgyPwliL6BmlaD/hnH8NrM7bg+8yCyE\nEXTv8VNKbX7SJZ1hTZqm7bv3TqGmaf6apq3VNO3k3XcSfTN7R4SLS46ELa3h2VH/WfTd6+c7dDOG\n2oUDMrToO3TjEC1nt2Ryq8mpLvpu/LEQz9mTUXPnyaLPBTjC3PTM0ddoUS+G45EHiE+J17ucyKr8\nymPKWYzInlVpd2EnWw+fNzqReAJHmJuyLJ8gzJb89M+5mNVHtxudRgibSnUvnKZpMZqmRT9wuaRp\n2iJN00qksc67wP37mIYC65VSZYCNgL4nP8sER9ira3QGo+ujrISMbQ4FX4Linf//x8kWK9uvRBCe\nkELDoED809nPB3A67DTNZzRnTPMxvFjqxSded81fk8j2zutseXchtVrlTXctWzD8sXCQDDZk+Nzk\n4V+BsqF/sjT7DOYfm//I67hqr5Or1rJ3vbTWMgX3JUetBPp7TOHTHzK2jc0R75ez1Uojw+emBzlj\nX1RGxzWV7ETZXBsZOzPUpuOmhaMdC6PG1XNsZ8xsK2lpghoFDAEKAYWBwcBMYDYwMbUba5pWGHgR\nuP9MxS2BKXe/ngLInhPxeEe+AnMcPPvT//8oOimFkAu38fFwo06RALzc078V41LUJZpMa8LwBsNp\nV77dE6+rwiOIG/gps6uNpOPIqumuJRyPo8xNWnA/CpjXUH97KHVVUb3LiawsqD0+HMetrB85FoeR\nlJJidCLxCI4yN2VlbrUH4f5UAuWvJJNikd8T4TrSch6/g0qpig/87IBSqtKj/u0Rt58HfAP4Au8r\npV7RNC1CKeV/33XClVIBj7it7FPP6q4sh11vQLM9kP3Oh8teiUlk/40ons6TkyDfHBka9mbcTepN\nqke/Kv0Y9NygJ1/ZYiH0mRZsv1mKVhdGkyNjJcVdjtJD40hzk3VtbcLX5SAw+3NoX35ps3GFeJDa\n9To3d13k4JeKbd9+ypd96hgdyaE4wvyUmbnp7r/J3042kPJnMc4fKsv+XoNoX/UFo+OILM6e5/GL\n1zSt3d395iZN09oB9z4L+okzi6ZpLwE3lFIHgCeFlRlKPCzmDOzoBXXmQfb8KKU4djuGQzejqFXI\nP8OLvsjESJpOb0r78u1TX/QBF3t8xpXTCdTc9pMs+lyEo81NpuC+5K6XhDZpElgs9igpsiitZF/8\nCxyjXsJ2Fo4NMzqOeICjzU1ZmVvZbhT32cLkBbeMjiKEzbin4TqdgdHAWO5MNDuALpqmZQfeTuW2\ntYFXNE17EcgO5NQ0bRpwXdO0fEqpG5qm5QduPm6AHj16UKxYMQD8/PyoVKkSDRo0AP63j1bP7w8c\nOMB7771nt3qP+v7ez7JUfXMcIb81gcKdaJDnOdZv2MiJ8FjMVsUbr76Ml7tbhsZPSEngm0vfUK9o\nPRpw5z496foxy0KoNGsmidN3s3TV71S6Zt/n34PfO+Pz8d7XoaGhOBDHmpvO54fjt2lQJD+sWUPI\n3VcY7v37qFGj7Db3Pfg461nvwZqu9Ltjz3rpen4EVGHbaQ8iG5agxbqD7DtThejLZ9Jcz9WeHyEh\nIUyePJnr169Ts2ZNHECm5ybQ52+nez9zpt+XTD1fa76Ddu4b8s/fx5r1uWnauKnueUG/+f7BY+Lo\nefWcb5zh8bv3tc3/dlJK2eUC1AeW3v36B+DDu19/CIx4zG2U0TZt2mR0BMMz2L2+1arUto5Kbe+u\nlNWqohNT1A8zF6r91yOVxWrN8LCJKYnqhWkvqB6LeyiL1ZLq9ZP3HlIR7rnVX6/vVUoZ/zi4Soa7\nv9d2m3tSuzjU3PT332pz+TfVypX//bE9H3ep5Xz10l3r5O8qYnY9dSUgSDV5fbW+tTLBiFqOND9l\nZG5SOs5Pej4eeo2d2XGT/whW599uqCZsXWrTcZ/EUY+FvcfVc2xnzGyruelJ5/H7QCn1g6ZpY3jE\nlgKl1ID0LDDvnhfw3l71AGAuUAS4ALRTSkU+4jbqcfmECzsxCs5PhSb/cC1RY9/1KMrnzkkxv4zv\nszRbzbSf3x4NjdltZ+NuSuXN7vBwwkpUY0LQlwze3xmTKcOlxQMcoYfmfg41N5nN/D3BjQXL41mz\nzNv24wsBkByJdXExYr8KpNXlL1l7uwPubnKuMnCs+Skjc9Pd28nfTjaitn2HZcVwWjGR5d91MjqO\nyMJsNTc9aeHXQim1TNO07o/6d6XUlEf93JZk8sqCbmyGf9qjmvzLiaTchEbFU6OgPwHZs2V4SKuy\n0ntpb67GXGVph6V4uns++QYWCzeqvMjScxVoc34kgYEZLi0ewZH+sMooPeemsMhk8hSMZ8e+aKqX\nlU/5FPpQ27tzY8cN/v02O6d//YAPOj1ndCSHIPOT+I/kKNT0AEbtHkPvUV3I5ZnL6EQii7LHCdyX\n3f3vlLuLvHn3vrbHos9R3L/XNqtmsFv9+MuwvSPmGlPYEe3LjbgkGgTlJiB7tgxnUEoxcPVAToed\nZmG7hakv+oDwNz7m5DELldZ8/59Fn9GPg2TIGuJNFtq+c4GhI/93njV7HnOp5Xz1MlJLC+6Lf7Ez\nNEvcwLQxt3WtlVGuWstZ6XmM9Bo70+Nm88WSUoZ2njOZsm2N7cZ9Aoc9FnYeV8+xnTGzraS6gU3T\ntOc0TTsGnLj7fUVN08bqnkxkLZYk2NqWpJJvsyn5Wbzc3KhXNJDsGTg/3/2+CPmCLRe3sLzTcryz\npb51LmnmAhKmzOHct7Op9lxaPvtICNtyM2m81imQLYtKkWw2Gx1HuKo8tfHw8CDmtUo8v/84Jy7d\nMDqREA7JvfIb5PfZxboQ+cRl4fzSch6/nUBb7jQYV777syNKqQq6h5PtClnHrjdJjL3KhiJ/US5P\nLopnop/vnp///Zm/9/7Nlp5byOudN9Xrq+MniKlcl58arWL4iqpoTr3Zx3HJVqons15eypFLZ+nw\nZT3eHxJB70aNdakjBMdHEr5/OdHvXmFA5zEsHdXU6ESGk/lJPMQch3VqLiYc+IU2IzoTmEP6P4T9\n2fM8fiilLj3wI3nZQ9iMOjOBpGsb2FJoJDULB9hk0Td+33h+3fkr67quS9Oij5gYIhu14afAEXw4\nTxZ9wjgmz9yUuTGWGeUmsvHMT0bHEa6seDf83PcT6JdI2IxIrFZZLAjxEHdvrJYKvOI+nQmb1xqd\nRohMScvC75KmabUApWmah6Zpg4HjOudyGI6wV9foDHrWN9/ehXn/hxwoPZm6JYsT+JgPcUlPhjlH\n5vB5yOes67qOIr5FUr+BUoS36c3yiNp02dQb78fsCDX6cZAMWUTu5/Bwz0ahqMP0PuqJUsple51c\ntZa962W4llceKNCUuN7leMuyhL+W7tWvVga4ai1n5Yx9UbYa173q2+TOuZ8dO9xtOu6jOPqxsNe4\neo7tjJltJS0LvzeAt4BCwBWg0t3vhciU2JhrpIS8ysUyv1C1zHOZ7ucDWHl6JQNWD2BV51WUCiyV\nptvEffUzl7ecw2fSGEqXznQEITJH0zAF98HjeRN1155G3nwWejIF98G39EVaJy3nz9HXjY4jhGN6\npitaUcVrsRe5GnPV6DRCZFiqPX5Gkn3qrutGTBxum5vjlrs6fjV+RLPB3sotF7bQdm5blnZcSs3C\nNdN0G+vGECKbd2Bst518Oi4o0xlE6qSHJg0Sb6OWBaN9FQh/TYfn5KP2hU6UFeuSYMJm5+eTRe35\n5FIXgvJm3R4mmZ/E41jGVyPiuJnf6g3ki5bdjI4jshhbzU2P/djCx524/Z70nsBdCLhzeoVT4XG4\nH/qIIp4eZKv+PbZoqNtzdQ9t57ZldtvZaV70ceUKca068VWpafwwVhZ9woF45UYr2Bz6ajBunCz8\nhH40E6bg3phe2sSgjRMYOqo8s76VDxQS4kFuNd4l4FoPTh7whpZGpxEiY5601XMPsPfu5ZX7vr53\nyRIcYa+u0RlsVd9stbLrWiTJofMoHrWMbHXngClt2zuflOHYrWO8PPNlxrUYR6PijdIWJjmZyBde\n4zfeZsjaJnh4ZC6DvUiGLKTmZGj3C+b5i+jXdZXdyrpqX5X0+D1BiR74ee2liOdNzk6J4EnvFjnV\n/XLQWs7KGfuibDpu+fZQQKNjwmlmLptpu3Ef4BTHwg7j6jm2M2a2lSedwP3+k7VH3P99VjqBu7CN\nuGQzmy+G4R1/kgqhH2CqtwC8cmd63PMR52k6vSkjXxhJy7Jpfwku5vX32XE2D88tHkrBgpmOIYTt\nuXlCvnxEhBxi5iIvbkckG51IuKochdDy1CG6b0X6xq1mxvpDRicSwvGYPMBUnTrJ01m+96DRaYTI\nkDT1+Gmatk8p9awd8jxYV/apu4CbcUnsvhZJuVwWiu1siFb+IyjRI9PjXo25St1JdXn/uffpX61/\nmm9nnjyda28OZ8GHu3nvC79M5xDpIz006Ve6ziEq1r7BvO+b2K2myGIuLyN+12eobheoW286+1a+\nZHQiQ8j8JJ7oxAKsi9rRy7qAyZ+0MjqNyELseh4/ITJCKcXp8Fh2X4ukeoFcFD/xFlr+522y6AuL\nD6PJtCb0fbZvuhZ9HDxIYv+BfF99IQOGyaJPOL4ki5XBn2Zn+ez8T9yCJ0SmFGyOF7dIaFSKChsv\ncjMq2uhEQjie0q0gtztdEg9y9OZRo9MIkW6PXfhpmhajaVq0pmnRwDP3vr73cztmNJQj7NU1OkNG\n6putij3XIrkYnUDDoEDyhI6ChOvw7KhMZ4hOiqbZjGa8UvoVhtYZmvZBIiKIa/JUf+wAACAASURB\nVPYqH+X4leELn8aUzpc9jH4cJEPW5KZp3L59GN/sgUxefUD3eq7aVyU9fqkwuWMq2RPV2peBvpP4\n+Lfd+tVKI1et5aycsS/K5uOa3NA8apNwYjwTN+y07dh3Oc2x0HlcPcd2xsy28qQev5xKqVx3L+73\nfZ1TKZXLniGFc4lPMbP54m3QNBoUzU2O2xvh1BioOx/cHn2C9rRKSEnglVmvUK1gNb59/tu039Bq\nJb5tN2ZGvUSnZR0JzLqfVi6cjLslllIxK+j1QSSjp1wwOo5wZSV7E+CznzLqHPvGRxqdRgiHpNUd\ngnfgFWIv5ZFdGMLpyHn8hE3dik9i19VISgd4E+zvjRYXCmtrQp15kLdepsZOtiTTZk4bfL18mdZ6\nGiYt7W/Zmb/8hqM/rmLjpxsZ+GHmFp8ic6SHJp2sFqxLirE7+zd8tPRtFv58ET8v2aYs9GHd0IQb\nGzXm/VqaoDX9aVmrnNGR7ErmJ5EqZcXytzc7bwzCvVdrqheuanQikQVIj59wKEopzoTHsetqJNUK\n+FEqwAfNkgBb20C5jzO96LNYLXRb1A03kxuTW05O16KPjRuJ//43fqk5h/c+kEWfcDImN0wle1Ly\n+nSm/JOPy9GXjU4kXJgpuC85n42ghzabb0eeNzqOEI5HM2HK3oCnImczY/MRo9MIkS6y8EuFI+zV\nNTpDavUtVsXe61FciI6nQVAgeb09QSnY9QbkKgdlBmSqvlKKliNaciv+FnPazsHDLQ0n3bvn6lUS\n23bhTZ9p/DynUKbOFW/04yAZsq6QK+Xw995LvrBoKoSl7dyXGa7lon1V0uOXRoVbkkNdwFyjCEVW\nXiMqPl6/Wqlw1VrOyhn7ovQad3O2pvgWOY92Mw9WZbXp2M52LOR5Yb+xbUEWfiJT4lMsbL4YhlUp\n6hfNjbeH+51/OD0WIg9Cjb/JzGpLKcUH6z7gXMQ5FrdfjJe7V9pvbDaT0Lojo5Pe4J0ljQkIyHAM\nIYyVPT9aYFVMb1WD8eONTiNcmZsnWomumNvl5f1cU/jsz11GJxLC8eSriPLKTre4jWwN/cfoNEKk\nmfT4iQy7fbefLzjAm1L+3mj3Fni3tsPW1tBkO+Qsmaka32z5hjlH5xDSI4SA7OlbuVmGDGX33/vZ\n/tkqBg2W1zgchfTQZNDF+XDwJ+h9Di5dAk9P+9YXWUfUcczrGpDSN5ka+SZw6EQboxPZjcxPIq3U\njFZE7dnPZ1W+ZEyX7kbHES5OevyEYZRSnI2IY+fVSKoU8KN0gM//Fn0J12BbO6gxKdOLvjE7xzD5\n4GTWdl2b7kUfy5cT/ddMfn9uOgPfl6e5cAGFXoFGc1EVKrCg2xKSkowOJFyW71OYcpUmqncVOl76\nl40HzhidSAiHozUYim+JS/hG5MVsNRsdR4g0kb+IU+EIe3WNznB/fYtVse96FOcj46lfNJB83ve9\n62BJhm2vQXA/KPRipmpOOTCFH7f/yLqu68jvkz99x+D8eRK79KaP92x+nZUnU3199zP6cZAMWVdI\nSMidU6F4F0UbPZo5l2uzdKmOtezEVWvZu54etUzBfclRM47XPaYx7MfTutZ6HFet5aycsS9K13EL\n1sBq8qF91ArWndlo27F14Gzj6jm2M2a2FVn4iTSLT7Gw5VIYZquiQVAgPtnc/3uF/YPBwx8qfJqp\nOguPL2TohqGs7bqWYn7F0nfjpCSSWrbjG/NQPlxSC3//TEURwvE8/TTVusJbX+l/MneRhRVti486\nhal8IP5LbhIvbzEL8V+ahinwRYqGL2LFzltGpxEiTaTHT6RJWHwyO69FUNLPm9IB9/Xz3XN+Ohwe\nDs12Q7aMn2Ns3dl1dF7YmTVd1lC5QOV0397yxltsnnudQ5/N572BTt2m4bKkhybzLobHU6F8PHOX\nhtGsWhnDcgjXpnb35+bucxwZbmHD8GF8+0ZdoyPpTuYnkS43D6LmV+Y7t1UM6l0/fR9AJ0Q6SI+f\nsJtzkXHsuBrBs/l8KRPo8/CiL+IA7BsI9RZlatG3/dJ2Oi/szML2CzO06GP2bMJnr2FCrYm8+55T\n/39biCe6nphE5/evM+znC0ZHES5MC+5HQL4j1I7fybI/woyOI4TjyVsRi9WP1rfms/LUOqPTCJEq\nWfilwhH26hqV4U4/XySLVq2jftFA8vs84pWspHDY0gaqjAG/ChmudeD6AVrPac201tOoU7TOQ/+e\n6jE4cYKk19+he475/DbN12Z9fenKYAeSIWt68JgHWw7xSuNk9qx8mrikRF1r6clVa9m7nm61/Cvh\nlqMAUd2r0Pr0PnaduOga98vgWs7KGfui7DGue74WFIpYyvo9MTYf25acbVw9x3bGzLYiCz/xSAlm\nC1svhZFssVIxX66H+/kArBbY3gmKtIZiHTJc6+Ttk7w440XGvjiWpsFN0z9AXBzJLdvysfqWzxdV\nkr4+4fL8r8+jVNQM3n1/GEtPLTI6jnBhpuA+eNUz85bXZD7+6ZjRcYRwPM9/TM7StygW50dscqzR\naYR4IunxEw+JTTaz5VIYJfxyUCbgEVs77zn4GdzaBo3WgekRC8M0uBh1kbqT6vJF/S/oWbln+gdQ\nCmu3Hqxdozj0/hQ++FC2eDo66aGxgYhDpGxojuoTw49/dOGTjmONyyJcW0o01sVBxHyXh7ZnP2dl\neHs83DI23zsDmZ9ERpjH5OFsRHN2t2hBl8qvGR1HuCDp8RO6CU9IJjB7NsoG5nz8ou/yEjg/BerM\nyfCi70bsDRpPbcygmoMytugDmDCBW2v2MvbpPxg8xKn/Xy1E2vk/g5tPISK6V2Xo2YJGpxGuzCMX\nWpHWJHQvwbvZZvPD9F1GJxLC4bgXbkPh2JVs2BNndBQhnkgWfqlwhL26RmQw3bfge6h+9CnY2Rfq\nzAOvvBkaPyIhghemv0CXZ7rwbs13U73+I4/BwYMkD/6I19Q8xs30xqTzszmrPhccMUNW86hjbgru\nh199M6aJE8Fq1bWWXly1lr3r6V1LK9kX/8KnaBwfwvgRm3StdT9XOoauwBn7ouw2bqOPyFEqnLKx\nfkQkRNh2bBtxtnH1HNsZM9uKLPxE+qTEwtbWUPFryF0jQ0PEJsfy4swXaVy8MZ/V+yxjOWJiML/a\njvdNo/hs5lPky5exYYRwWkHt8bQcRiuYAzZsMDqNcGW5a+LhmYPojs9S/WwoRy9cMzqREI7FtxiW\nhHy8GjWTuYeWGJ1GiMeSHj/xkItR8dyIT6ZagQdOzaAU/NMePHJB9XFk5KMzE82JvDzzZYr5FWNc\ni3GP30r6JEqhunZj3eZsbOw8gREj0j+EMI700NjQ9Y2w8ABRS3dweeRcypc3OpBwWSdGE3FgEbFv\nX+aNjr+zYkwGPojLCcj8JDJs2bsk/DOVnoV/YPbbfY1OI1yM9PgJ+zsxEmLPQ9XfMrToM1vNdFzQ\nkYDsAfz18l8ZW/QBTJlC+Pp9fJv/V776KmNDCOES8jeCTr3Y7/88X35pdBjh0op3wdd0AN/cZqJn\nRWCx4fZiIVxCw6F4lYqicqwv12OvG51GiEeShV8qHGGvrtEZQkJC7ryzcHwk1F0Abo84n18qrMpK\nryW9SDInMb3NdNxMbunPAHDsGCkDh9AqeS6T5nrj4ZHuKBlm9OMgGbKuJx5zPz8q/fE6S1YkcODs\nFX1r2Zir1rJ3PbvU8gxEK/Qi6xrk5R21kN8X7dG9pMsdQyfnjH1Rdh3XpwCW2MK0S5jJrAOLbTu2\nDTjbuHqO7YyZbUUWfiJ1CTdge2eoNQO8i6b75kopBqwaQGhkKPPbzSebW7aM5YiPx/Jae4ZlG8GA\nv8pTvHjGhhHC1eTyVVRsdoShPx81OopwYVpwX3IWvE6LxNWMH33D6DhCOBz3Up0oYN5IyE55R1w4\nJunxEw/5T4+fJRHW1YOir0G5IRka75MNn7Dm7Bo2dt9ILs9cGc6l+vZj+/o4pjSezt/jnLoFI0uT\nHhrbuxKTyD+nb9G5eRIJV4vj7pa+d9SFSBNlxbq0NGFz8/H5glcZEtqd4vkDjU5lUzI/iUxJCEPN\nzMOPV6bSfkBdgvyCjE4kXIRT9PhpmuapadpOTdP2a5p2WNO0z+/+3F/TtLWapp3UNG2Npmm+euYQ\nmbDnHfAOgqcGZ+jmP/zzA4tOLGJ1l9WZWvQxaxbRy0J4z/NPRo126v8nCwfganNTgRwmcnteo0iQ\nO6Pm7TY6jnBVmglTcB9Mzb0YmGsCH/yyz+hELsnV5qcsJXsg5riitEuezfR9C41OI8RDdF34KaWS\ngIZKqcpAJaC5pmnVgaHAeqVUGWAj8JGeOTLDEfbqGpbhzDi4vZ2QpJ4Z+jCXv/b8xZ97/mRd13Xk\nzpE74zlOn2ZDvzdonTSHifNykiNHxofKjCz9XHCwDJnlbHNTasfcFLaDWme6M+Tr6/wT9oeutWzJ\nVWvZu55da10ujV+2fRTIEcGlqRHo+c6Sqx7D1Djq/OSMfVFGjOtRpjMFrSFs3p6xP7Fd6Vg46tjO\nmNlWdO/xU0rF3/3SE3AHFNASmHL351OAVnrnEOnjHbUHDn4CdReCe/pXWrMOz+KrLV+xrus6CuUq\nlPEgSUlY27VntlcP2n1XmaefzvhQQtzPpeamPHXJpllovWAYZTcsISYpxuhEwlV5BqDlb0hMn6d5\nI3EFk1cfMDqRS3Kp+SmrqfceHsHxNIoP5OTtk0anEeI/dO/x0zTNBOwFSgK/K6U+0jQtQinlf991\nwpVSAY+4rexTN8Dlm6Hk2VoHzxq/Q+GW6b79spPL6LusLxu6baB83kyeWGzAAA6uvMJXFeczb76W\nkTcehYNxlB4al5ubjv1A+IE1eI+4hefBgxl6l16INLmykvidQ6HrBWrVmcGBNS8bnchmZH4StmD+\nPYhLFyowvmFtvmn+sdFxhAtwih4/AKWU9e52hcJAdU3TynPnlav/XE3vHCKNrGZy7+tOWP4OGVr0\nbTq/id5Le7Os47LML/oWLSJ+7jK6JE1g3HhZ9Anbcrm5qXh3/Dz24Z4cBXv3Gp1GuLICTfHSIolv\n+hSVQy5wNTzS6EQux+XmpyzGvXRHCqnNbP7HQ9ft0EKkl7u9CimlojVNCwGaATc0TcunlLqhaVp+\n4ObjbtejRw+KFSsGgJ+fH5UqVaJBgwbA//bR6vn9gQMHeO+99+xW71Hf3/uZXerFnqNOykWuPLOQ\nU+ms/8e8P/how0csHrqYaoWqZS5PaCgbe/TkY77ltzl+HDz43yy63f8nfD9q1Ci7P/8e/N4Zn4/3\nvg4NDcUROcPclObnXv7noX8KIcOHw/vvZ6jeg4+zHvfHiLnN3r879qxnz7np/x+78EZUaHmFQf9M\noOegRD7qUcUpnx8hISFMnjyZ69evU7NmTRyNI81P937mTL8ves1nqea1VKN+mQReOl6A8QvHUyqw\nlOG/zw8eE2eYfwx7/BzgeNz72uZ/OymldLsAuQHfu19nB7YALwLfAx/e/fmHwIjH3F4ZbdOmTUZH\nsG+G8AMqaWkFtetqRLrqH75xWOX7MZ9afnJ55jMkJytrjRpqfNkf1ccfpz2D3iSDbTLc/b3Wde5J\n7eJsc1Oaj/mtHUodnqGsfn7q1L4YfWvZgKvWsnc9Q2rFhirzXH8Vlz+PerbofH1r2cG9WjI/pX6M\nnGlsI8dN+aOwOjvgJTVg0ac2HzsjnG1cPcd2xsy2mpt07fHTNO1p7jQgm+5e5iilvtE0LQCYCxQB\nLgDtlFIP7RWRfeoGiDhI8rYuHKy69c55/NLgTPgZ6k+uz8gXRtKhQofMZ/jgA0JXHKV9jmVs227C\nwyPzQwrH4Qg9NK4+N8UMHEa9iT3YeqUEPj5GpxGuyrqpGTc2WVk4ugT5l73Nq/UqGB0p02R+Erai\nNnyAednv1HD7hD0/DcWkmYyOJJyYreYmOYG7+K90LvwuR1+m7qS6fFTnI/pV6Zf5+mvXktK1F0+b\n97NsRx5Klcr8kMKxOMIfVpnlDHNTvSZRPNvoAqM+esboKMJVXVpI7O5vUN1DadhwKnuWvmR0okyT\n+UnYTOxFrLOKM+LAJOp+UJy6QXWNTiScmNN8uIuzu3+vbVbN8Lj6t+Ju0WRaE96q9pZtFn03b6K6\n9+DNHFP44Mf/LvqMPgaSwbEyZDUZOeZN219g3Dgr6f0D0J6Pr6vWsnc9w2oVfJkc6goptYtRcu1V\nImLj9KulM5nXUqfnMdJrbEPH9SmKIj/trHOZvGOxbcfOAGcbV8+xnTGzrcjCT2RIVGIUzWY049Wn\nXmVwrcGZH1Ap6NmTDYW6EVX1eXr2zPyQQmRVVqWo3CAf2bV8zN542Og4wlW5ZUMr0Q1L29y87zuJ\nT8buMjqREA7FFNyBINMm/t2aixRLitFxhJCtnuIBadjqGZ8ST9PpTamUrxK/Nv8VzRbnWRg9msix\nM3g2/h/2HPQg4KEzEwlXIVup7GP/levMWBbG6pVXObK0idFxhKuKPo15TW1S3kihZsBEDp5ubXSi\nTJH5SdhUzFmsM8swYtcEKg/NS/NSzY1OJJyUbPUUhki2JPPq3Fcp4V+C0c1H22bRd/Ag1q++pnnE\nLCZOk0WfEJmmFM/srU/zGmGE5phPTFKM0YmEq8pVCpN/eaL6VKHLtW2s2X3K6ERCOI6cJVHuuWln\nncvEf5YZnUYIWfilxhH26hqd4V59i9VC54Wd8XL3YsIrE2zzCVXx8agOHfil8M806F2Su6cxeWwG\nI0kGx8mQ1aT7mGsapiKtKXfmV7Zd2MTsI7P1q5UJrlrL3vWMrmUq2Qfv6rH0dZvO8JFnda2lF5nX\nUueMfVGOMK6pZHuKeWxi39Y8xKfE23Ts9HC2cfUc2xkz24os/ESaWJWVfsv6EZkYyexXZ+NucrfN\nwAMHcipnFWa5d2X4cNsMKYQALbgPedlMufNhdM5ew+g4wpUVfRVvdQZVKR95l90gNjHR6ERCOAyt\n8uuYKpvplVSMFadWGB1HZHHS4yf+6xE9fkopBq0ZxM4rO1nXdR3e2bxtU2vhQpLfHULpuP2s3ZGL\n0qVtM6xwbNJDYz/W9Y2I3pwN3+SKaN9/b3Qc4cLUngHc3HOKk58nsXzYcH54q57RkTJE5iehB8vk\nvJxbW4UB9fOz6vVJRscRTkh6/ITdfLn5SzaFbmJl55W2W/RduoR68016ec3k0x9k0SeEHkzBffGr\nHo02dSqkyCfKCf1owX0JyH2I6gn7WPVHuNFxhHAopuLtKO4ZwoltRYlMjDQ6jsjCZOGXCkfYq2tk\nhlE7RjF+0XjWdFmDn1fqJ3RPE4sFunRhRamBJDxTg969U79JVn8cJEPWluFjXqQ15C4FpUqSsng5\nZrOOtTLAVWvZu55D1PJ7GjefIkT1rErbc7vYfjRUv1o6kHktdc7YF+Uo42pP90arquibGMTC4wtt\nOnZaOdu4eo7tjJltRRZ+4rEm7p/ILzt+4acmP5HPJ5/tBv72W8Ki3Xnz/Af8/TfY4oNBhRCP4OYF\nz02BN99i5rCTLJMPlRM6MpXqh1edJPp7TuGTkceNjiOE4/CvBD7etLXOY9KWdUanEVmY9PiJ/7rb\n47c0eDoDVjYnpEcIpQNtuA9z+3asrdtQ3W0f300pSBM5vViWIz00xpg42cyfk8PZFZLX6CjCVaXE\nYl1chOgf8tHh5KcsCWuPp4eH0anSReYnoRfr5jewjptCiZSh7JrwOvl98hsdSTgR6fETukk0J7L7\n6i5WdV5l20VfZCR07szIMuOo1VYWfULYU5tXrezZ7U7IQdt93L4Q/+Hhg1a0LUndivGu10xGTNtl\ndCIhHIapfA+orvFmQmHmHp1rdByRRcnCLxWOsFfXnhn2XdtHWEIYDYIaUDF/RdvVVwrefJNTpV5i\n4q0WjBiRvptntcdBMoj72eKY30pJpudHV/gklfOsuWpflfT42aeWFtwP/4LHaZiwjXm/h+lay5Zk\nXkudM/ZFOdS4gdUx+WXjVescJm3aZNux08DZxtVzbGfMbCuy8BP/b9+1fby/5n0CsweS2zuPbQef\nMYOUfYdpvP9Hpk2DHDlsO7wQ4slyeXrwUqsAdix7ioTkZKPjCFcVUBV3Lz+iOj/LS8cOcfDcFaMT\nCeEYNBMEvUoJ7y1E7K7CuYhzRicSWZD0+AkAjt86TqOpjZjeYAh1r076z3n8Mi00FFW9Oq8XX0fR\nFhX59FPbDCuck/TQGEOd/ptT1y/TbWJt+vVKpnfdFkZHEq7q5G9EHphPXP8L9G7/J6vHNjU6UZrJ\n/CR0dWMz5lkv8dPqn7F+cpuP635sdCLhJKTHT9hMaGQoTac35fvG3/N8iedtO7jFAl27sq3WBxw2\nVWToUNsOL4RIGy2wCsVvTWV21G+sP/iz0XGEKyvemVymg+QsoJE4KxyzxWJ0IiEcQ546mAJNtDbP\nY9KGrUanEVmQLPxS4Qh7dfXMcC3mGo2nNubD2h/SrWI329f/4Qfikj1os3UQU6eCu3vGhnH1x0Ey\niCexyTEPqIK7VwDe+WP5LLSYvrXSyFVr2buew9XK5o9WqAXxPUvzjtt8fp2/R79aNiLzWuqcsS/K\n4cY1uaGKtqKk71Ys++pz+MZh242dCmcbV8+xnTGzrcjCLwsLTwjnhekv0KtyL96q/pbtC+zdixo1\nitfip/D1tyZKlbJ9CSFE2pmC++DZwEKZxVvvfOCSEDrRgvvgX/wcLyauY/KYm0bHEcJhuJXugqrt\nyesxfsw8PNPoOCKLkR6/LComKYbG0xpTP6g+3zf+Hu3eWdTvnscv0z1+8fHw7LPMKTecqUntWb5c\nTtQu7pAeGgMlR8GSIPgxP/zwJzRoYHQi4aqUwrr8KcLm5+Wr2S14+2x3Shd2/HNIyvwkdGdNwTrT\nnzN/16Bhbbj87fr//Q0mxGNIj5/IsERzIi1nt6RSvkr/XfTZ0pAh3CpWjXe3t2f8eFn0CeEQsvlC\n8a7QoyGMH290GuHKNA1TcB/cmrrzXq4JDP3lgNGJhHAMJg9U4RaU8PuHnIde5t/L/xqdSGQhsvBL\nhSPs1bVlhhRLCu3mtSOfTz7GvjQ2TYu+dNdfuRLr8hU0OfkbY8dCgQIZy5qpDDqQDI6TIaux6TGv\nOgY6fEPC2i281SdJ31qpcNVa9q7nsLWKd8PPfT95csVyfXoE6X0XymHvVxbljH1RjjquW3AnrPVy\n0DPSk5mHZtl07MdxtnH1HNsZM9uKLPyyEIvVQvfF3VEopraaipvJzfZFbt6EPn34ueJUKtX3pU0b\n25cQQmRSQADxh84yfb4H569GGZ1GuCqvvGgFGhPXpwL9U5Yxbvk+oxMJ4RgKNMG9QCKtrfOZteEI\nZqvZ6EQii5AevyxCKUX/Ff05EXaClZ1Wkt0j+6OvmJkeP6WgZUvOeJan8e7vOHgQfH0zn124Fumh\ncRzB9XfxVKUolo1uYnQU4aqurSXh34GobpepVXMGB9a/bHSiJ5L5SdiLZWMb+GklFRjF6DEleKHk\nC0ZHEg5MevxEuny04SP2XtvL0g5LH7/oy6xx40gJvczz24YzZYos+oRwZPEpZj7/Og9r5hXFYrUa\nHUe4qvyN8TTFEfdiOapuO8/l2xFGJxLCIbgFd8JS35tO4e7MPDwr9RsIYQOy8EuFI+zVzWyG77Z+\nx/JTy1nVeRU5PXPqU//UKdQnnzCkwAzadspG/frpz5npDDqTDI6TIavR45h7urnhnz87+fJk54/F\ne3Wt9TiuWsve9Ry6lmbCVLI3ppd9GOQ7ng9H7039NhmtlQkyr6XOGfuiHHrcgs1xLxTPq6YFLNhw\nnkRzou3GfgRnG1fPsZ0xs63Iws/Fjd09lgn7J7Cu6zoCcwTqUyQlBbp0YW+LL1hz8Sm+/lqfMkII\n23FLvs1zVz+iz4fRTF4jn7godFSyJ35eewjyuM6pyen/kBchXJK7N9a8jSjtE0KhM71YeXql0YlE\nFiA9fi5s+qHpfLzhYzb32Exx/+Jpu1FGevyGDSNp226KHlnJsuUa1atnPLNwfdJD4yCUFeuSYA7H\n9+ebdcMZ+/t5cufIbXQq4aKsIS9xc3MKS34OwnfRADo0etroSI8k85Owq/MzSJ45gOGLR3Fi8BIW\ntJ9vdCLhoKTHTzzR4hOLGbJuCGu6rEn7oi+D1LRpDFI/0aevLPqEcBqaCVNwbwpbVvH77gIkpCQY\nnUi4MFNwP3I+fYvO1gX8OPKi0XGEcAyFXsY9KI7XPBayenME0UnRRicSLk4WfqlwhL266c2w4dwG\n+i3rx/KOy3kqz1O614+LUZy95s2wYZkuleEM9iAZHCdDVqPbMS/REz/PfeSKi6VIaLi+tR7BVWvZ\nu55T1Cr4Etm5SVKDkjy14RK3o2P0q5UBMq+lzhn7ohx+3Gy+qMDaVPBaQ9C5/iw6vsjxM9tpXD3H\ndsbMtiILPxfz76V/6bigIwvaLaBKwSq617t8GcIj4OefwdNT93JCCFvKURBTvrpke6cqjB9vdBrh\nykzuaCW6o1r7M8h3Eh//vtvoREI4BLfSnbHW86LZDSszD802Oo5wcdLj50IO3ThEk2lNmNxyMs1L\nNc/YIOno8VMKmjWDObuK4bc/BIoVy1hNkaVID42DubwMDv8CXQ7eeSUnu06nexEi5iyW1TVIektR\nO+c49p9tY3Sih8j8JOwuKQzrvELs/6MV9StEc+7nyeT1zmt0KuFgpMdP/MfpsNM0n9Gc35r/lvFF\nXzqNGwdhYXK+PiGcWsEXoekaVLXq/N54EQnS6if0krMkWkAlontXodvNEFbsPGF0IiGM5xmI1a8K\nz3isIOjCO8w7Os/oRMKFycIvFY6wVze1DBejLtJkWhO+bPAlr5V/zS71Q0Phk09gyhSwx0ujzvA4\nSAahF12PuckNTB5okyayyuc1Ph++Xr9aD3DlHi5XvW+ZrWUK7otP1Uh6azP58qdzutZKD5nXUueM\nfVHOMq57mS5Ya3tQ/6qZP+b+bdOx73GWY2GPsZ0xs63Iws/J3Yy7SZNpk0oF9wAAIABJREFUTXi3\nxrv0fra3XWpardCzJwwZAuXL26WkEEJvBQpQ77ULjJn+5D/GhciUwq3Ioc5jrlaYQsuvEx0vbzEL\nQeHWeJRNoFvO+Zw/kZMLkReMTiRclPT4ObHIxEgaTmlIyzIt+aLBF7YZNA09fmPGwKxZsHUruLlx\np7cvJER6/ESaSA+N4zp1O5YaVeKZMP0WberKqzpCH2rvQG7tPcbpzxKZ99FwRr3XwOhI/0/mJ2EU\n85KqWEeeprLXEroN28mHdT40OpJwINLjl8XFJcfx0syXqB9Un8/rf263uqdPw/DhMHny3UWfEMJl\nRKeY6T74Jl+Nump0FOHCtOC+BAQcpErSQTb+HWF0HCEcglvpzlDTRPXLycw4ONfoOMJF6brw0zSt\nsKZpGzVNO6pp2mFN0wbc/bm/pmlrNU07qWnaGk3THPbjQRxhr+6DGZLMSbSe05oygWX4uenPaJq+\nL07eq2+xQI8e8NlnULq0riUfm8FIksFxMmSWs81N9jrmZaIWUTj7Fg5tKUZsUpzu9Vy5h8tV75tN\navmWw5SzBFG9qtL+wk62HH709mKnu1824qjzkzP2RTnTuFrRV3GvkMSz7qO5evApjt48atPxnelY\n6D22M2a2Fb3f8TMDg5RS5YHngLc0TSsLDAXWK6XKABuBj3TO4TLMVjMdF3Qkl2cu/m7xNybNfm/a\n/vILeHjAO+/YraQQepG56RF84o9QOGoNv/QazPzj8slyQj+mUv3IXiuBNzym8OkPJ42O42hkfsqK\nvIti9SlBGbWVAuffYdaRWUYnEi7Irj1+mqYtBn67e6mvlLqhaVp+IEQpVfYR15d96vexKiu9lvTi\neux1lnRYgqe7DmdMf0yP34kTULcu7NwJJUo8cBvp8RPp4Ig9NDI33RV1AvPaeljeSGbuxPfp2vIz\noxMJV2WOw7qoCFG/5KfLoaHMD+9A9mzZjE4l85MwlDo6gpRxI+i2cgm73niDswOP6b6rSzgHp+vx\n0zStGFAJ2AHkU0rdAFBKXQfkTJWpUErx3ur3OBtxloXtF+qz6HsMi+XOp3gOH/6IRZ8QTk7mpvv4\nlsXkW5aInlXptCvJ6DTClbl7owW1I7lzEd7LMYNvJ+8yOpFDkvkpa9GKtsWtcgpvFJhH0sn67L66\n2+hIwsW426OIpmk+wHzgXaVUrKZpD74U9diXpnr06EGxu+8k+fn5UalSJRo0aAD8bx+tnt8fOHCA\n9957z271HvU9wEa1kVXrVvFLs1/I4ZFDv3oxZ6h1t+a9f583Dzw9G1C2bAghIY+4/QPX1+N43H8s\n7H38730/atQouz//HvzeUZ6P9z8mabl+SEgIoaGhOBpnmZvs+dzbcrs2Fr/lmEb/RcPhX4C7u8M8\nl5zpd8ee9ez5/HjwscvUeM/0I+BSS1RMGNN/COGrfnX+8+8P1tTr/kyePJnr169Ts2ZNHImjzU/3\nfuZMvy82fb7a4/c7ZzCjNmWnfNgMAs+GMPPwJOJPx9tk/AePiTPMP073+NnweNz72uZ/OymldL1w\nZ3G5mjsT172fHefOK1cA+YHjj7mtMtqmTZuMjqDeGPOGKvtbWXUz9qb+xcIPqKSlFdSuqxFKKaVO\nn1YqV65N6vTpJ9wmKEip8+d1jeUIj4NksE2Gu7/Xus89qV2caW6y5+O+af0qpeYFKPV8JaWWLdO3\nlj3vl51/d1z1vtm6lmXFs+p6/4bqE6/P1Z5TF3Wt9ST3asn89Hh6Ph56je1s4yql1Mbx3VVy/5yq\nRbEdKt93xZTZYrbJuM54LCTz/9hqbtK9x0/TtKnAbaXUoPt+9j0QrpT6XtO0DwF/pdTQR9xW6Z3P\n0Y3bO45vt33L1p5bKZyrsP4F7+vxq5LPj4YNoVUrGDjwCbeRHj+RDo7SQyNz0xPEnIW5m7gxfhln\nRy6hVq3UbyJEhpz+k8h9M0h88yJd2/7Nur+bGhpH5idhuMijWBbVZNPU1+lXBsZ90JznSzxvdCph\nMKfo8dM0rTbQGWikadp+TdP2aZrWDPgeaKJp2kngeWCEnjmc1Zwjc/hi8xes67rOPou+B/z5J6Sk\nwIABdi8thK5kbkpFzpLQvgO76g7mhx+MDiNcWlBHcpmOkKOoB9a5tzFbLEYnMpzMT1mcbznwDqBm\n8mxyneotn+4pbErXhZ9S6h+llJtSqpJSqrJS6lml1GqlVLhSqrFSqoxS6gWlVKSeOTLj/r229rTi\n1AreXf0uqzuv5vKhy3avHxcLw4bBxImwdWuI3es/yKjHQTI4ZobMcra5yZ7H/P9r+fjQcFhdVqyL\nZcfxC/rWsgN7P29d9b7ZvFY2X7TCrYjvXop3Peby85z/fciLU9+vTHDU+UnPY6TX2M42LkDI5s2Y\nSnfGs1wUec4ksvDQGpLMmf+wLac8FpLZ5nRd+ImM2Ry6mZ5LerKkwxKezve0IRn+3QGDB0PZhz4o\nWgiRVbh5WmjY6SRDf5LzrAn9aMF98Q86xQvxG5n26y2j4whhOK1oW7SaJgaXmke+K71ZfWa10ZGE\ni7DrefzSKyvuU99zdQ8vzniROW3n0LB4Q/sHiDhI+JoujInbyifd/XBPy+e+So+fSAdH6aHJjKwy\nN12LTeSfc2F0aJRC/PXCZEvThCBEOimFdXl5bi/KzXczX6Lfqe48VTS/IVFkfhIOQSkscwoS91sO\n6nusp8xbHzG77WyjUwkDOUWPn0ifozeP8vLMlxn/ynhjFn3AjRsQFQm1niNtiz4hhMvKZ4qkoHU/\nJctZ+H76TqPjCFelaZhK9cWjiRvv+Yznw5EHjU4khLE0DS24IzlKXsfndDwrj2wjNjnW6FTCBcjC\nLxX22qt7LuIczWY04+emP/NKmVcMyaAUfPUV+OQEP3/7138SySAZsjKjep1M8aFUCX2Pr94/xsGk\nr3WtpTfp8XPwWsW64uu2n4DAJCJmRmCxWl3jfrkQZ+yLcrZx7x/bFPQa1M7G0KfmU/L2AJacWGKT\ncW1Nnhf2G9sWZOHnAK5EX6HJtCZ8UvcTOj3dybAc06ffeccvV07DIgghHElgDTzcvWiw/CdqbzhO\nojnR6ETCVXnlhoLNiOtVjv6WJfy1dK/RiYQwVu4aaDndqJ0wC/fjHZh5ZKbRiYQLkB4/g92Ov039\nyfXp9kw3PqzzoWE5rl+HZ56BkEUHCQ6/cx6/agX80nZj6fET6SA9NE7mxGgiDizC54sbeBw/BppT\nP3TCkV3fQOL2t1Fdr1Cj2kwOhbxs9wgyPwlHYt3ZH+uoydQOOcTxN+pxbsghcufIbXQsYQDp8XMB\n0UnRNJvejJZlWhq66FMK+veHPn2gXDnDYgghHFHxrvi5HcDN0wz//mt0GuHK8jUkm1sysa88Ta0d\npwm9EWZ0IiEMZSrWDlXPi6FPz6NC5IfMPzbf6EjCycnCLxV67dVNSEmgxawW1ChUg28afWNIhnvm\nzYMTJ+6ct8+I+mkhGSRDVmZor5NnAFrBFzG9UR7GjdO3lo6kx88JamkmTMF9ML2YnYG5JtJr0CT9\naj1A5rXUOWNflLON+9DYeeri5mulfsIsONaWBccX2GZcG5Lnhf3GtgVZ+Blk8NrBnIs4x8d1P0Yz\ncOuU2QwDBtw5UbuXl2ExhBCOrMIwaDYYtWgxGxdFGZ1GuLISPfDz2kshrzCuro5FtiyKLM3kBsVe\nJVfe08Ttt/DvuUMkpCQYnUo4MenxM8iZ8DP8/O/PzDoyi+bBzRlQYwA1CtWw+yIwPh5y577zXwAi\nDpK8TXr8hH6kh8Z5RY+eRJVhL7HnYl58fY1OI1yVdXNLbm5JYsXIAmSb+x5dX6hot9oyPwmHc3UN\nKQs6s3DpxwwLDmPskEY8X+J5o1MJO5MePycXHBDM2JfGcv7d81QrWI3OCztTfXx1ph2cRpI5yeh4\nQgjxkFzv9iRfLQsDvt9hdBThwkzB/chV/hodzIv4+ZfLRscRwlj5GuIWmESjxFm4n+jA+nPrjU4k\nnJgs/FKh915dPy8/Bj43kFNvn+Lz+p8z7dA0gkYFMWzTMK7GXLVLhtQYXV8ySIaszpF6uNr3imTO\n9Jw22YLnSPfLmeu5XK0CTfEijPWVCvDMpgvciIzWvaTMa6lzxr4oZxv3kWO7ZUMVfoUA/yOYDwWw\n5sRW24xrI/K8sN/YtiALPwfhZnLj5dIvs7brWjZ130RYfBjlx5an88LOHL913Oh4QgiBxaooVsmf\ngJx+TFi53+g4wlWZ3DEF94I63gzynchHY3YbnUgIQ7mVaI+loQ+fVF7E8X+DiEiIMDqScFLS4+fA\nIhMjmbBvAmN2jaFgzoK8W+Nd2jzVBg83D5vVkB4/YW/SQ+Pcjp3fz4zNnsyffY2Tq6XPROgkNhTL\nqiokvW2iTo4/2Xf+VbuUlflJOCRLItbZgdz6qxKVzV/z24QI2jzVxuhUwo6kxy8L8PPy4/1a73Nm\nwBkG1xrM77t/p8SvJRixbQRh8XJ+IyGEnSkrZQ+0pEnFK0QV/UpedRb68SmGFliF6L6V6Rm2kcXb\njhmdSAjjuHlhLdiMwBx7cT9WmtXHNxudSDgpWfilwhH26m7bso02T7VhS88tLO2wlBO3TxA8JpjX\nl73O0ZtHda/vCMdAMkiGrMxherg0E6aSPSl//Be2/3OOladX6lfLxqTHz/lqbblVG59nw+nBbL79\n+byutWReS50z9kU527hPGtu9ZAesz+fio8qLWb4q2WbjZpY8L+w3ti3Iws/JVC5QmcmtJnPirRMU\nzFmQxtMa88K0F1hxagVWZTU6nhDC1ZXsRYDHDgpHJdHZrZLRaYQry12LHOoSKc8Vo9iqq0TGxad+\nGyFcVYHmuBeM5RW1kPC9z3Mx6qLRiYQTkh4/J5dkTmLO0TmM2jGK2ORYBtQYQI9KPfDJ5pOm20uP\nn7A36aFxftZNzYj7x0TOsDLwyy8AVK8O16+Dm9udi7v7nf+uWwcFCz48RseOEBb28PX//BPy5Hn4\n+p9+CtHRD19/yBDwS+NUJZyP2jeYW3sPc+7TOKYP+YrfBjfUtZ7MT8KRmde/BCM2UGDnOZI8/PHx\nyo67O7pffHzgrbfA29voI5B12WpucrdFGGEcT3dPulXsRtdnurLt4jZG7xzN5yGf06NiD96u/jbF\n/YsbHVEI4WJMwf3IGTsCeu2GESPA05OlSyE5GcxmsFjuXMzmOy8sPcpbb915wenB6z/uD4vg4DsL\nvwevb5J9Ky5NC+5LwLl65ExJ5vVxkTDY6ERCGMe9ZEeSnt/F7HojGVsknjFN/8BsJsOXlJS0XW/r\nVli/HpYuBS8vo4+CyBSllMNe7sQz1qZNm4yOkO4MoRGhavCawSrw+0DVenZrFXI+RFmt1kdeNy5O\nqezZ7/tB+AGVtLSC2nU1Iu31g4KUOn8+XRnTyxkfB8nwaHd/rw2fXzJzsffcZM/HPU21LMlKHflO\nqecbKTVrlr61bMTevzuuet+MqGVZW09dG/y8GuH9vlq395SutWR+ejw9H3u9xna2cVMdOylCWaZ5\nqVsvN1F5f8z72L/t0j1uKlJSlOrQQakXXlAqPt5246bG5R6/TLDV3CSvlbqgIL8gfnzhR0LfC6VJ\niSa8vvx1Kv9VmckHJpNoTjQ6nhDC2Zk8oPxQGPT+nbfeHIjVCn/8cefdR+EaTMF98a4RRz+3aXzx\n0xmj4whhnGx+WHPXwi9mC3mVN0duHrFLWXd3mDYNAgKgVStISLBLWaED6fHLAqzKytqzaxm1YxQH\nrh+gX5V+vFn1TQrkLCA9fsLupIfG9fRc0hNPN09qF6nNswWepUzuMribjOkkSEi40z8YEQHz5kHe\nvIbEELZkTsC6uAjRowrQbf9gZod3IIenpy6lZH4SDu/sBJJmDGWRpRk/FjpGj4o9qBdUj6fzPY1J\n0/f9HLMZunWD27dhyRLInl3XcuI+ch4/kWYmzUSz4Gas7rKaTd03cTv+NuXGlqProq7sv7bP6HhC\nCCemlOLD2h9RKqAUK06voPWc1vh/70/dSXW5FnPN7nmyZ4eFC6FuXahSBbZvt3sEYWvu2dGCOpDc\nuRADfaby1cSdRicSwjiFWuJRIpamR2L4vP7nHLxxkHbz25Hnxzy8OvdVftv1G8duHUOPxb+7O0yd\neucNg1degbg4m5cQOpOFXyoc4XwctszwVJ6nGPvSWM4NOMczeZ+hw4KOJFkSmX9sPmarWff6GSUZ\nJENW5sjnaTt8KwZ3t0K8X+t9Zredzal3TnFp4CW+qP8FuXM8+pNdVp1exbWYa7rdL5MJvv4axo69\nsy3p119h0yZ9aj2OIz9mzlhLC+6Hf57DPJewh+V/hOtaSzyaM577zNnGTdPYXrmx+lch5821tCja\nhPGvjOfk2yc5/OZh2pRtw/5r+3lp5ksUGFmATgs6MX7feM5FnGPTpk02yXdv8VeoEDRpAkuXppI3\nE1zy8TOYLPyyKP/s/gypPYSj/Y/ibnJn9M7RlPy1JJMOTJLzAQoh0qyAdzYuhof/59VlPy8/ni/x\nPB5uHg9dPyElgVE7R1Hhjwq89n/snXV8VtX/wN933cWowdjolC5pEQRBQFEJkVAUMQjhC6g/A1tE\nEZAQpUNQUOmOUdLdjDE2YsC6+zm/P85AYM/6qY3zfr14sd3d+/l8bjyf55xzP7HyZfqu6suMwzM4\ndfuUwW3r0QMOHoQzZywuFVFRUDzrY+3iQ+yQJvS+coyDF0LMbZFCYTasq/cns4Mzies33N/m4+rD\ngPoDmNdrHsGjgjkw9ACdqnQi4FoAbea3of9f/Rm+fjjrLq0jMa1or+psbGD+fGjZEkaNglu3inpG\nClOhcvwecx7M8Tt26xh/H/iMoan/srH6cp72r0Tt0rXzFqJy/BQFQOXQlCzEmc+5GhWHZ4OJeA18\nBdq0gQ4doHFjsM0+8bt/nBAERQfx7/V/2Ruyl4jkCP7p+4/pDFcUP678RuyJxaQOC6b/i3PZMber\nwVUo/6QoFiSHkfl3dcQoG2ye7SFDG7p0kQ339CCE4ELEBTYGbmRj4EaO3DpCa9/WdK/enW7Vu1HV\nq2qhzBACvv0W5s2DrVuhauHEKPKBoXyTmvg95qSnQ+XKULcuDB0Kz7c/ReahV1jmO4uPd/SlYbmG\njGoxii7VuuScNKwmfooCoAZWJYyYM6Tv6MqZpkdofOKw9AUBAXD1KrRqJRNB3nmn0OKP3TrGyvMr\n6VSlE619W+Noq6oJPLakx6NbXYm478rQ58onrI/sh52NYYsIKf+kKC5kbGnNBav+1Au0Qlu7ViY0\nt28vJ4E9euRa2So2JZZtV7fdnwh6OHjQo0YPXqrzEs0rNEfTCvYRmDMHvvgCNm6EBg2KemYKfaji\nLibCEmJ1jWmDrS0EBsoqTXPmyHjtuBgrKtk34Nroa/Sr148Rs0dQZ2YdZh2ZRUJagtFsyY2Sfh+U\nDYrcsOgcLo8nsHauSPrdHaT36AlTp8LJkxAcDG+9BdbWRdLl6eiJnbUdn+76lNKTS9NpcSe+2/cd\nlyIuFcjMR3VFREgTjYVF37PiqsvWFc23N6mDKjPKbgXfLztsPF2KbBTHvKjiJrcgsq0rvYgHB4gb\n+iZs3gyhofDKK/LVW40assLVlCkQFJRNrruDOy/VeYn5veZza+wtlvZeioONA4NXD8Zvqh9jtozh\n3+v/5iv1JyAggLfegp9+kmPI7dsLc9Y5yzYGlnD/zIWa+ClwdIQBA2DHDvj9d1kYYdcuaN3CgcT9\nQ5jS4Td+7fEr269ux3+qP+O2jiMkRuVXKBQKiVX1YdSO+YPkjAcS6UqVghdekJM/ffzzD3z3HSxb\nBrdv5yi7imcVvnjqC/4d+i+3xt5iVItRhMWHcSzsWJFsPnAAmjeXIUrq5UjxQas2DM+Kl3g6aTcr\nZkaa2xyFwmxolV6kfMwWbsZmLch7eMheNn/8AXfuwEcfwaVL0Lo11K8vk/JOn87m8Kw0K5r6NOXL\njl9y4d0LbBywETd7N95c9yaVfqrEqE2jOHjjYJ5VQvv0gVWr5HhywQJjnbWiqKhQT8XDZPXxO9lk\nLzFnPZg/Xy4kdesmQ0H9GwYz6+gMFp5ayFP+TzGqxSjatB+IpkI9FflEhVKVQNITYE0l6H4OHMvn\n75jr12HtWrnitGuXLBHXqZN0NE88UWhTVl9cjY+rD019mubZ0+rsWRg4ECpWhN9+g3LlCq1WYSqE\nQLexPpF/e/DV7z1588Kr1PPP5zOXD5R/UhQnMjY25ZTPRzRp2DvnnTIz4dAhudi2cqVc7e/bV/6r\nnXsdh/Ph51l1fhVLTi/BWrNmcIPBDGwwkIpuFXM85tIlOWZ85RUZ/lnAqFFFDqhQT4VR0TR45hlY\nsUKm6jz5JLz/PnRpURnv4z9yqG8oT/k/xdC1QwlLCOOv83+RmpFqbrMVCoU5sHWB2uMg6Wb+j/H1\nhXfflU33IiLkEnGZMhAXVyRTLkVcYsjqIfj86MPQNUP558I/JKUn6d23Xj05HmrQQP5btqxIqhWm\nQNOwqvYmth1hlPsCxv94xtwWKRRmw9rvRbwj1hGfpr8dl9zJWuZbT54s49sXLIDYWBmXWb++7H0T\nGKj30Dql6/Bp+0+5/N5l5veaz7WYa9SfXZ/OSzqz9PRSktOTsx1Ts6aMqNi2TS6spaqhoUWhJn55\nYAmxuua24fTpAEaMgFOn5MAoKAiaNXRm+7fvMqXKRTzsPVhzaQ3+0/z5POBz7iTcMbgN5r4GygbL\nsuFxo1jkcNX9EEo1LZwua2to1kyGJrVurX/nadNk5YAk/ZO4e0xoM4Hz755n/+v7aVCuATOPzMT3\nJ182bdukd387Oznu2bgRIg0YOVgs7llx1eX/Km62ZynrFM2d5Slk6oregkj5tbwpjnlRxU1uQWVr\nvi/hE7OZW3G5+8X7cjVN9mD46SeZEzhrlgwLbddOVmL+7jsIyZ7Ko2karXxbMafHHG6Ouckbjd5g\n2ZllVJpaib6T+xIUFfTQ/mXKyECO5GRZbDSqkK03S/r9Mwdq4qfIN5oGLVrA3LnSXzz7LHzxuRWR\ndxxpHLKYJR13E5YQRq2ZtRi8ejDHw46b22SFQlFSyMiASZOgbFno2lVOBHOpzlLVqyojW4xk+6Dt\nBI8KzrMaaJMmMHKkoY1WGAV7L7QK3UkaWpN3rNcw46+j5rZIoTAPbtXRHLxJuLW34MdaWcn2Oz//\nDDduyEIw165JZ/jUU/LNoJ4IDEdbR/rW68umAZs49MYhNE2j5byWdFvWjfWX15Opk7nejo4ysrRZ\nMzl2vHChiOeqMAgqx0/xMFk5fqea7qVZeY98HZLm489XnQKYucGfFi2g36B4bpT7hdknplPZozKj\nW46mV81eWFvlXN1P8figcmgURSI2VpaN27ABDh+WxQqsCreGuTN4J0tOL2FIgyG09WubZ06gwoK4\ns5uUvW+QOTSSRg1XcHn3MwYRq/yTorihOz2Ra+G3KdtuBs62Bmhvkpoq/evixbI1T/fusvR7p045\nVmlOTk/mz3N/MvPITKKSo/hfq/8xpOEQHGwcAFi4EMaPl3PJ7t2LbuLjiOrjpzAOhZj43evjl1TG\nn1WrZJGEK1fg1YGZ+D61hT/CvuZm3E3ea/4ebzR+Aw+HfMpVlEjUwKpkE5eazvmIBFpW8DS+MiH0\nVw5ISgIbGxnHmQt3E++y5NQSFp5aSEJaAoPqD2JQg0EPNTMOCJB5gGPHSpEKC0EIdOtqEjfXnje3\njWPS1W5UKe9dZLHKPymKHTFnSd3ZjdD256heytWwsiMiZLGHxYvlW8EBA2DwYJkgnQP7Qvcxaf8k\njt46ysjmI3m72dt4OHhw4AC89BKMGgXjxqmiLwWlWBR30TRtnqZpdzRNO/3ANk9N07ZqmnZJ07Qt\nmqa5G9OGomIJsbrmtiG/+p2c5KLQ3r2wcyfoMq35anA37Jfu5w3bHRwLPUeVaVV4d8O7Re7BZQ6U\nDZZjgyEoTv7JIvKq8omLnQ2RyWnEp+ZSbMBAunIcOaxfL0NC+/WTg5b4eL26yjiXYWyrsZwefpq/\n+vxFTEoMT857krWX1t7fx89PvmBs2VLmOeeX4nTPiqUuTcOq2hvQy5XxZecxYepJ4+kyMZbqm4pj\nXlRxk1so2e51sbZ2IC7skGHlAnh7w3vvyeiKHTtk8+euXWWxmIULISkpm9w2ldqwrv86tg3cxsXI\ni1SdXpWPdnxErYbRHDoku00MGgQpKXmrfyzun4kxdlzLAqDLI9s+ALYLIWoCO4EPjWyDwgzUrg0/\n/igrtr/1FuxeXZXtIxbwYmgours1abewHc8ue5ZNgZvy1SBUoTACyj8ZAauk67S/0odrMYnmM6JP\nH5lQ8vTTcqW6YkX49FM4qj8XTNM0GpdvzLRnp3FjzA26VP3vsahcWfZDfucdWel4zBiIjzfViShy\npfJg3FzPUz/pJMeXlqjXsco3KfKPpmHt9yJud9c83EvV0NSuDd98I/MAP/wQ/vpLVmeeNk2G3D9C\nvTL1WPT8Io4PO05EUgQ1ZtRg4dWv2Lg9nvR0aN8ebt0ynrkK/Rg91FPTND9gnRCiftbvF4H2Qog7\nmqaVAwKEELVyOFaFK5iaIoR65tXH7+pVWRhm/nyoWSuTus/u41+XcSSLWEY0H8HgBoNxtTdwmILC\n4rCkUKrC+iflm3JBCHTra3Ow4mRaNHgOaysLuNVRUbBmjaxa16BBoUSkZqSy+th+Nv/yFBcuaBw4\noEKVLAGx+wWi1ocxe1FHavz+Gn06VS+SPEvxT2rspCgQkUdJ2dOPm+1PUtXLxXR6r1+Xg7q5c2Uv\n1mHDZH9AZ+dsu16JusLEgIlsu7qNcU+OJ2HHSOb+asuqVTKiQpE7xSLUMwfKCCHuAAghbgNlzGCD\nwgxUqSIXi0JD4d13rLm4pT23vzxE84vb2XTkAv7T/Bm9eTRXoq6Y21TF44vyT0UlKwSvStRywhLz\nEctjCry84LXXcp707dgh647nwo24G3x9fDRHmj3Bq98vJS1TNadD9p2IAAAgAElEQVSyBLSqr+HU\nNIFhVsuZNCPM3OYYE+WbFDnj1QQb0om5e8K0en194bPP5FvATz6B1atlfPy4cdnaQlTzqsbS3kvZ\nOWgn/97YzwK3avSbsIeePQWzZ8uUbYXxsYQSZhZ9qy0hVtf0NmhEJKVy5m4cN+NT2LFzV+67OzjI\nuE49r/r1YWcnI7F27oSAAA1vW18OfTaTBjtucPNoI1r+1prnfn+ObUHbuLdq+XjeB2WDBWAR/sli\n8qryS+VBlIncQKndbeHA4Gx/DoxK4EjgKf7+sTO3d71G2O63uLXnPRKPjIfA2dn2D41N4lRYOGev\nX+X03TjO3I3jbHgc0SlpetXfSUzlSnQiQdGJXI1JJDgmiRXrN5Ogr8lxWppsE+HjA0OGyK7DmdnD\npap6VeXU8FP81OUn1ocupfK0yny952sik/Q3/yt296y46vJ5FnubCJwqZeKwNYGU3BpZF1WXZWFy\n31Qc86KKm9xCy9Y0rPz6UPvsAGLXNSN6fRuiNj5F5OauhG/txd1tL2f529cJ2/02t/aO5ub+8dw4\n8AnXD33J9SPfE3psGsGnF3Em7PZ9H3suPJ7zEfFcjIznUmQCl6MSCIxKkL41+j/fejclA9GtG6xd\nC0eOgE4nIyxefBH27HloVle3TF3+7vs3S15Ywk670fi+358pPycxeHD2Nq2Pzf0zIeYIir+jaVrZ\nB8IV7ua285AhQ/DPCiH08PCgYcOGdOjQAfjv4hrz95MnT5pUn77f72ESffFXaG+t0bicB1u27yQm\nNY3E9Ey878Ry/dQRXOxssh+/di3Mn09Ap07g7EyHd96BAQMIuHw5X/p/+qkDX38Nn39+iLXL/HBM\nDMP2uRMMDXgDzTGKD179AP90f7Nd/3u/nzx50qz6i+vzeO/na9euUQzIt38ypW+yhGevQL8fPI9w\nnUPbpv5g45Dt75ePHiQtNQY7r3o4eFdm36ELIFJ4pnk5wCrb/sf+3Ud67CVetPqEZK/WbL7RkGSP\n5lTs2k2v/t0BAcSlptOkdVuEgCP/7uXSmTN06vgULnY2D+9vZ0fARx9BZCQdQkPhww8JuHoVevem\nw9y52eR3rtoZ2+u2BDsHszd6LwdvHMT5ljPp6eDg0IG2bU3/WS12z4chfY2VLbsj2xHX7Byjbszn\n+0VlaVc9Pt/6AgICWLhwIbdv386m18Iw+9jpHsa435bw3WYp9hb689z2a6wqvMS+PQdAl0ab5rUg\nM5W9B06CSMfOKx2HUn7sO3wedLG0beQDuhT2Hj2HpsugbYNS2KTc4Oo/I0ko3ZV6vb4kzb48h/bv\nRQho1roNQsCh/XtAQJNWbREIDh87wY34FJq3bku90q6cDgmBHj3o8PnnsGgRAQMGgL09HT7+GPr1\nI+Dgwfv2H3nzCB/M/YC5raqy/8pfNGvRjI8+2E+FCo/h/TPR2MkUOX7+yDj1J7J+nwRECSEmaZo2\nAfAUQnyQw7EqTt3URJ+CA4Og23/l6xLTMgiJSyYkNgl7G2v83R3xdXXE1trq4WN1OlnSc8kSmfTb\nvLks3fT883rjvXPi+HH45RdYuVLQ4MlwMpvM4LzLLF5rNIR3m71LZc/KhjpbhRmwlBwaKLx/Ur7J\nTKTHQ+gqCF4EsWehUl+o8S641zGsnkuXZOhSl0fra+TM5cuy+EubNjIAomxZw5qkyIXYC6RvaU/G\nmyk0rvsPF/59utCiLMU/qbGTwmzEBcLln+HaUvB5DmqPBc/cc6N1QhAam8z5yHhKOdpR19sVF7us\nd0s6nayQNW0anDwJo0fD22+Dm9t/KlPjmLjrc36bY4u2+zOWLnSgZ0+zfwwtimLRx0/TtN+BDkAp\n4A7wGbAaWAn4AiFAHyFETA7HK+dlavRM/O4hhOBOUiohMcncTUqlvIsDfu6OeDvaoT1a5SApSb7y\nX7wYDhyAXr3kJLBDh3w3W46NhaVLYfZsSEpNx6/jZk6Vf592teoxqsUoOvh3yK5XYfFY0MCq0P5J\n+SYLIOEaBC8BryZQoVuhxSSlZ3A0LJaqnk74uDjk7VMuXpR5LXoWsxIT4YsvYN58He9/EMsHoz1z\n6nesMDDpW9qSuCKWkcve4dtbr1DB2y3vg/RgCf5JjZ0UFkFaNFz5FS5Nl4trtcZC+S65VrXK0Amu\nRCdyJTqBiq6O1C7lgr3NA07wzBn47jvYskWWfB81Csr8l656IuwEr0yfTvCcSbw2xJoZk0spH5qF\nwXyTEMJi/0nzzMuuXbvMbYJpbYg6KcSG+nnqT0nPEJcj48W2q3fF5qA74kJEvEhOz9AvMyxMiClT\nhGjYUIiKFYX44AMhzp3Lt0k6nRDTp+8SAwYI4e6uEy27XxT+/+sr6s6sJ349+qtITEssyBkWmsfu\nWTCSDVmfa7P7l6L8M7VvMuV9LzG6MtPzpStTpxPXY5PErmvhYlPQHXE5Ml6kZWTmLPf994Xw9BRi\n2DAhDh2SDuoRftt4QFiV/VmUqREszofcLspZ5IsSc8+KoEsXtFjELqwrjng3FUO/CCi0LuWfcsaY\n995YsoubXGPKLrTcjFQhghbJseH6ukJcmSdERkquclPSM8TJ2zFiXeBtcTkyXmQ+6ieDgoQYPlz6\n0vfeE+Latf/UZWaILzfMETZV9wifGkvFrdtphbM7F4rj/TOUb8rfqxeF4hHsbayp7uXC0/7eNCvv\nQVJ6BtuCwzl0M5q7ian3vnwk5crB++/DiROwcaMsnNCpEzRtCtOnQ3h4rro0DZ54Qr79u3JFo3f7\nmmh/LSf9l33MmptIpck1+GD7B4TGhhr5rBUKRbEgMw3WVoYDQ+DOLsilV6iVplHRzZEOft40L+9B\ndEo6m6/e5WZ8DlU+p0yRq9b+/jBggHROP/0E6en3d3nj2ZasWlCRJwdso/XyOny882NiU2INe46K\nh9D8XsbJMYy6boEcWxplbnMUipKDtR1UGQTPnoTGP0Hon7DGH85+Dan6i1vZ21jToKw77X1LcTcp\njW3B4dxKSPlvbFiligznOn8enJxkIZhhwyA0FGsraz7uNozLh/wRXpfxrxPBqm1qfGcojJ7jVxRU\nuIIZyCXUMy/SM3Vcj0vmakwSOiGo7OFEJXcn7B/NBQQ5+duxQ4aCrl8P7drJcuvdu8uyn3mQmQmb\nNsGMGXDkWCZVn97J5cpj6dSoBqNajKJNpTYqDNRCsYRQqqKifFMxIPk2XPtd5gOmxUDlgVB5ELjV\nyPPQpPRMNA0cbfKIMRJC5jWvXQuTJ+sNgQqNDWViwETWX17P2XfOUsZZVeE3FimHR5GydQ8/f96J\nrudG0KxGpQLLUP5JocgHMWfg4hS4vhr8B0Ct98G1ao67305M4czdOBxtrHmijBvu9rYP7xAVJZOj\nf/lFLqh9+CGUL48QgmGTNzHvi2a8OuoSC79sjZUl9IY1A8Uix6+oKOdlBlLuwsb64NVMJvSWaV/g\nLsVCCKJS0gmOSSIsIYVyLg5UcXfCy9FW/2QsPl4Wg1mwQObPvPoqvP461K2bL32XL8OsWbB4iaBS\n/atE1vuCUnVPM6rFSPo/0R8HG4cC2a8wLmpgpTA50afg6iLQpUGzGUUSJYQo1KJSaGwoldzlRCQx\nsUD1rhT5RMScJ31TW2KG2zJ04HzWzSh47qfyTwpFAUi6BZdnQNCvUK4z1PkQPOvr3VUnBMExSVyM\nTMDH1YE6pVyxt3nkxcDduzIHcNEiGDoUxo8Hb282HAjkxRc1yta4zv6/6lOxVCkTnJxlUZwbuBcr\nLKG8s0ltcCgDPYOhYg84Mhw2NyFg+UdQgGbFmqZRytGOpuU9eKZKGTzsbTh2O4Yd1yIIik4kPfOR\nsCtXV9k/a/du2LcP7O1lebyWLeHXXyE2NtdrUKMGTJ0KoSEaw/tWxX3XQqJ+2MsP05Lw/U6GWd2M\nu1m46/EAj92zYME2PG6Y8pqXSF2eDQiI71nkSV9MSjoBoZHcjE8mr4F1QECAdEzjx0Nw8P1JX0qK\nXNP6/HP5syEokfesELo0jzpkeNTG8Sk7dCtD87xHRdH1OGLMa2Qs2cVNrjFlG0Wukw8BMc9Az6vg\n2Rh2dYGAHhD+b7ZdrTSNqp7OdKpcGitg27VwgqITH/6clikjw+lPn4aEBAKqVIGvvqJ7w4rcuuCL\no+ZOlQZhLAnYXySzi+P9MxRq4qfIjo0jVBsG3c9D/a8gbAus8YNTn0DSjQKJsre2orqXC50rl6ZB\nWTciktPYfPUuJ27HEpeanv2A6tXhm28gJAQ+/VSWAPbzg2+/lRPDXL7IXVxg+HA4c0Zj0W8u1Ip/\nl/QfA1k3rRN1vniBfqv6ceD6gQINBhQKxWPA0RFw5nNIzD2PxN3ehhpeLlyOSmRbcDjBMUlk6nLx\nJz17Sp/VrBn07g0HDuDgIKNDT5+W6YFjZ28mMDLQwCf0+GJT/S3obs/g2K2s3HvS3OYoFI8Htm5Q\nZxz0CpZVlv8dANs7QNjWbOM2e2srGpR1p52vFzfjU9gVEklUctrD8ipUkKFcv/winWXNmnitX8WF\n7Q15c6gNQ3rUoPeX80jNyP9LCYVEhXoq8kfsRQicCdeWQdmnoeYIKN22wGGgACkZmQTHJHE1Jgk3\nexuqejpT3tk+5/Cp8HBZ2WXePLlE/tprMHgwVKyYp67QUJgzB36bq8Or8nVi639NhSanGNXyPfrU\n7YO9jX2B7VcUDRVKpbA4ok9C0DwIWQ6eTaDqUKjYC6z1+wchBBHJaVyKTCQ+LZ0WPp54OeaSm5yY\nKEPZp0wBHx+5oOXkxIYNMOjNWBJK72TwhJNMemE0no6eRjrJx4TMFNJX+ZAxLo1uzeeya1W/Ah2u\n/JNCYQB0GRCyAs5/C9aOMgTU9wXQHn7fJITgelwyZ8Lj8XFxoG5pV+z01YXYv18WCQSYMoUNqfV4\nqU8G7i3/Zvu8ttQrV9sEJ2VeVI6fwjykx8HVxRA4A6zsZfNkv1fA1qXAonRCcCM+haDoRFIzdVT1\ncMLP3Un/hx7kqtHRozB/PvzxhwwFff11uaqeR0GYlBRYuRJ+niEIuZmMe5tlxNadwttt+zK86XDK\nuZQrsP2KwqEGVgqLJSMZbvwjJ4GJIdDjcraByqNEJafhYmeTs996SH6GjFx4+r8G40lJ8NFnCYRV\n+Z6AxDl82u5T3mr6FjZWNkU9m8eWhIMj0a3ZxIc/D+TH6Ak42OZ/gU/5J4XCgAgd3FwnK4BmJsMT\nE/VOANMydZyPiOdmfAr1SrtSyc0x+8sAnQ6WL5eFX558krsf/EjbN6wITrjAVzOuMa7T6yW6qJ/q\n42ciSkLfNKPo1+mECNsmxO7nhfjTQ4gDrwtx91+9Pa3yQ2RSqjh8M0qsvRwmjofFiNiUh/u2ZLMh\nMVGIJUuEaN9eiLJlZW/AoKB86Tp0SIiBA4Vwc88QdZ4NEK5jmokBfw0Qh28czvU4c9+HkmIDqk9W\ngbHU3mklWldqtGn1CSFO3T4lnl70tJiwbYLRdRWW4qArM+a8SF3qLk65PiG+Wb69QLqUf8qZ4tj7\nrLjJNaZss8rV6YS4sV6ITU1kP8DQv/WOFyOTUsWOa+Fid0iEiEtN1y87MVGITz4RwttbZPw4Vbz5\nzh1hV+qGaP3lKHEn4Y7hbC4kqo+fomSiaVCuE7T7B567AG414eAQ2FAXLvwoq4MWAC9HO5r5eNK5\ncmkcbKzYdz2KvdcjCXuw78uDODnJ6p8BAfJfWhq0aAFdusDffz/UU+tRmjeXXSQuXbTmpWbtcVh6\nkGOTv6DHVz/Tcu6TLD+znLTMtByPVygUjwF2Hvq3Rx2DuLxz8qKT07gSlZh7DuCDTJxI/RW72PbS\nWiZ2mJh/OxXZsHKvTZpnPao1DWX3z+fNbY5CodA0qNAduhyB+l/C2S9gcxO4sfahHEAvRzueqlQK\nH1cHdodGcD02Gd2jY0AnJ/jiC9i7F+v1a/j1QFfWjw3h+A9fUeO179kUuMnEJ1e8UKGeCsMhBITv\nk2FSN1ZDuaehylAo3wWs8uiH9Qj3wkADoxLQCaju6YyvmyPWufVvSUmRbSHmzIErV2QY6JtvyuIw\nuZCSIqMHpk4VRCfG49T2N2JrzuLdVq8xrMkw1XfLwKhQKkWx5spvcOr/wLMhVH8HKjwHesIy41LT\nOR8RT1RKOrVKueDv7oRVbmFIJ07IwcyhQzBhAgwbxrv/c6R1a+jfv1Dp1I81SYGLEVs/5tcx3eh7\n9wt83PPnx5V/UihMgBBynHhmIljZQoNvoPwzD+2SmJbB8TuxpGcKGpdzx8PBVr+c33+H//2P6I4v\n0vrQJ4SW2sWgjw7zY7evcbR1NM35mACV46ewbNLjZGJv0DxIuglVhkDV18GlSoHECCEIT0ojMDqR\nmJR0qno6UcXDOe98mvPnZSuIpUvlK7633pLN4W1yzpsRQr48nDoV9u7LwK/jVq5WH8cLzZsxqsUo\nGpVvVCDbFfpRAytFsSczBUJXQeBsSAqFqsOg9hiwyd6cLzoljXPh8SSmZ1LH25WKrg6556E8MAEM\nHvQZvbe8RalSMOLzC1y12sy7zd/Fzjr3nGYFkJlK+sryJI4X/N+oucwc+2K+DlP+SaEwIUIH1/+S\ni2nOftBwEng1/u/PQhASl8y58Hj8PZyo5eWi/wVAdDSMGYMuYDef+v3KrOuV8R7yNquG/UD9svr7\nChY3VB8/E2EJ/TjMbUOh9Nu6yZYQXQ7BU5shIxG2tIAdHSF4mSyikA80TaOMsz3pV07TxteLxLRM\ntly9y6k7sSSmZeR8YJ06cgZ3/Tr06wfffw/+/vDZZ3BTf08/TYOnnoI1a+DwIRva+XTD6pcznJw5\nnq6TPuWJCU+w8txKMnS56DUy5n4WLMWGxw1L7p32WOqydoDKr8Iz+6H9esiIk8Wu9OjzdLCjjW8p\nGpV150Z8MnlGfjZqBP/8A+vXU7lsEkeOyDWrIT1rMHNyaepMa8y6S+seCoEvttfRmLqs7UnyG4h1\nL0fi5uTd1kH5tbwpjr3PiptcY8q2SLmaFVR6Gbqfg4ovQEB32D8AEoIB2L17N/7uTnT09yYuNZ2d\nIRHEpOhJ5fH0hAULsJo+jS8DB7O9wnTipy6n7f99xdSDU9GJh/tHF8f7ZyjUxE9hfDzqQZOf4Pkb\nUG04BC+G1RXhyLsQdTzfYtztbWlS3oNOlUtjbaWxKzSCQ7eis/d/eRBHRxg0SJYC3rQJIiNl86w+\nfWDPnhz7AlarBtOmwbVgKwZ3q4PTmrXE/PUVn844i/+Uany37zsikiIKeiUUCkVJw7MBNJqsN9zz\nQco42/NkBa/cw9UfpHFjeP99bGxkFfPTJ61poL1K21t/MWH7BDov6czpO6cNcAIlF6daw3FonsAr\nt45wKvSKuc1RKBQ5YWULNd6BHoHgVgM2N4Vj70N6AgCONta09PGkZikX9t+I4lJkgv76Dz16oJ05\nQ2PfCIKcnqTVP6P48Tsnui7pRlh8mIlPyjJRoZ4K85AYAlcXwtUFYOcpcwErD5A/55N0nY6QmGQC\noxNxsbOmppcLpZ3s8i7nGxcHS5bAjBlgawvvvQcDBoBz9jCte2Rmwtq18iXipcA0fJ9ZTWDlcbzU\nqDMjW4wsMaEEpkCFUikeG64th4x48B8INjnnmggh8l2GPDMTdNF3+fXqSqYdmsbJ4SdxsnUylMUl\njvh1rbCbdIK3W85i/g+v5bm/8k8KhQWQfAfOfAo31kD9r2SqUFYLiKT0TI7djkEnBE3LeeBsl8Oi\n219/kTn8HX5xHsv0cj2J7taL3/p8T69avUx4IoZD5fgpSgZCB7d3yFzAsM3g0x2qvQFlOuS7moFO\nyAaglyITsLO2omYpF8rl1hD+vm4BO3fKCeDevfLN4DvvyNd9uXD8uOzDvGGjjrqdDxNYYwR1qrkw\nsvlIetbsiXUBC9k8bqiBleKxIfwAnPtKRjbUHisjHh7peSqEICA0krLO9tTwcsbGKo9AnLt3oW5d\nGDmSzLFjsHbKecFKAfGXl2Czbiwf/9CfH25NzfN7QfknhcKCiDoOR0eALg2a/gzeLQHpN69EJ3Ip\nKpF6pV3x09f3DyAkBF2//lwKc6dvxi9EvvI2z7X1ZUqXKTjbFS/fqXL8TIQlxOqa2waj6tesoHxn\naLMCegZBqebyQ76uBpz7DpLD8rTBStPwc3eic+XSVPN05nxEPDtDIrgRl6w/FOC+bk02Uv7nHzh2\nDOztoVUrePZZ2LBBNgt9gHs2NG4sa8acOmlFS9+WZMw6TPqfC5i4Yg1Vp1dl8v7JRCVHFfXK6MXc\nz4Kl2PC4UWzyqpSuh/WVfhI6bJB5zpFHYG0VOPMF6P7LUdE0jRY+niSkZbA1OJyQ2KTc/VaZMnDk\nCJw4gXX9BrBhAzNmBHAy7zQ2g1Dc7plLlZexKZfCMIcd7Dx3xqi6SjrFMS+quMk1puziJhcg4HQc\ndN4HNUfB3hfhwBBICUfTNKp7udDW14srUYkcDYsh/ZExGwB+fljt2U3tVxpxMLk1Tef8j3PbG1Fr\nXC2O3TpmHJst3JeoiZ/CcrAvBbVGQbcz0GoJJFyB9XVgz/Ny5TyPoiqaplHRzZGOft7U8XYlMDqR\nbdfkQCpbH5hH8fODb7+F0FBZDOazz6B6dflqLzZW7yGVKsEPP8DVqxrPP+VP1PyFlF51ms2bNapM\nq8qwdcM4cyfngYZCoXhM8GwAbf6QAxihA+3h0CQnW2ua+3jS0seTqzFJBIRG6i9gcA9/f9mvdOZM\neP99yv/8IQM7hTFmDMTFCUZsHMHxsPznT5dkNBsHEvwG4t8umKXfBJjZGoVCUWA0TRbTeu4i2HvD\nxicgeCkIgbu9LR38vGXdh2sRxOrzm7a28M03OC2fzyrbV+iyPI2yp7+m66KeTNo3iUxdpunPyYyo\nUE+FZZMeDyF/QNBvWW0hXoOqQ8HFP89D77WCuBSVQFJ6JrVKueDr5ph7L63/Dpb9tKZPh82bYfBg\nGDkSKlfO8ZC0NPjzTzkZTEnLoE7PTRz0GkmNMn6MaD6CXrV6YZNHAYjHARVKpVDkzL3y5Q7WVpRz\nccj7gNRUmDaNyOeH8r9vS7Fzp6DnmM2synidrtW68nXHr/Fx9TG+4RZMWtQ5rFY3Z8aHLzMibF6u\n4fjKPykUFk7kUTg0FBwrQPPZsg0EEBqbxOnweOp6u+LvnkPoZ3AwmT2eZ3dcIz4uOxXdgCE4esay\n+PnF+Lr7mvhECobK8VM8fkSfhqC5cG0ZeDWFGu/KnMB85NSFJ6VyPiKB1IxMauenl9aDXL8OP/8M\n8+dDhw6yxF6rVjnmIAoBO3bICeDp04L2fc4QXHUCtzLO8XbTt3mzyZt4O3kX4MRLFmpgpVDoIeKw\nfDNobZ/3vrmwYwcMGwbPPpeK83OfMvfEXN5v+T5jnxxbopoZF5TEP+uTPv0mG79axysdWuW4n/JP\nCkUxQJcOFybDxSnQ4Fuo+gZoGvGpGRy6FY27vQ2Nynlgo6+KcmIi4rXXubX/Ki+Iv2n6+TZWxXzA\nzG4zebnuy6Y/l3yicvxMhCXE6prbBnPrv2+DZ31oOl22hfAfAOe+hnVV4fwkSMm9tUJpJ3va+XrR\nsKw7QdGJbL8Wwc34PHIA7+HrC99/T8CSJXLiN3gwtGwJK1ZAevawAk2DTp3ki8LNmzXsY+pz+bNN\ntD53lOMXoqn+c3VeX/M6J8JOFO46mBlLsOFxo7jlVT3uugql79I0WF9LNoYv4KD9QV1PPw1nzsBb\nb9gzqfMkjrx5hFN3TvH7md8LZk8+dBkbQ+rKfGIkTp1S2f3VDqPrKqmovDbjyzWm7OImN1fZVrZQ\n9yPotAcuz5T5f6mRuNrb0MFPLqzvCY0gKV1PGKezM7vfHk6F93oTkN6ac+Ob8p79Qf5v5/8xZPUQ\n4lPjjWOzhaAmforih40jVBkkm8O3WQmxF2BdNZn0G3kkx8PuNYNvX6kUT5R25VJkIjtDIrgVn5K/\nCaCjo2z9cOkSfPQR/PILVK0KkydDTIzeQ+rXh4UL5UDMz7sMuz76no7HwnCJbkWvFb1oM78Nf5z9\ng/TMXPJ5FApFyaf1Mmi5AM5+CTs6ygiHR7gclcCVqMQ8/ZWTEzxRKx3ee48qcdasfHklrzd63ViW\nFwtcq/XHqoqOXtf/JSU91dzmKBQKQ+BeR44Fnf1hU0O4vRMbK42m5T2o6OZIQEgEEUl6ej1rGnz4\nIU4/f88Oq05c+TaIZ4PPoulsaPxrY47eOmryUzEVKtRTUTJIiYCr8yFwFjhVgtr/gwrP3e/7og8h\nBGGJqVyIiMda06hX2g1vJ7uC6T1+HH76SVYBHTgQxoyRhWJyIC5OzhenToWGDXU82X8POzInEhgV\nyPAmwxnWZBhlXcoWzIZihgqlUihyQZchc5rPTIR6n8qQ9iwS0jI4djsWIQRNynvgmlP/KpAN/378\nUS5MTZ0KAwaQng5WVmD9mHacidnyKs7zV/Jr73W82/cZvfso/6RQFFPCtsLBIVBjBNT5ADSN24kp\nHAuLpY63K5U9cuh3umcPupde5sfSk9hecQh9Pv2bD/8dzvjW4xnz5BischlHmhKV46dQ6EOXIUOl\nLkyGzCSoNVZWg7LOuUiCyOoDeD4iATd7G+qVdsXN3rZgem/ehGnTYN486N4dxo+HevVy3D0lBRYv\nhu+/h3LloO9bwZxy+4a/Lq6iR40ejGg+gmYVmhXMhmKCGlgpFPkgNQoyEsC50kObhRBcjUniQmQ8\nNbxcqO7pnHu+8vHjMGAANGrEklaz+XmxO/PmwRNPwJJTSwiKDmJ86/GPRRP4lPDj2P7dik8Wj+Cb\n/ZP17qP8k0JRjEm6IcM+nSrJCApbF+LTMjhwIwofVwfqervq95cXLyK6dmWN/2jG3RzNrCU3+ezc\ny7jau7Lo+UWUcyln+nN5BJXjZyIsIVbX3DaYW3+BbLCyAf9+0PUoNJsF1/+WvbMuToPMFL2HaJpG\npaw+gKWd7Nh7PYpjt2OyxYbnakOFCnIWFxQEtWvLJL8ePSA4kksAACAASURBVGDfPr27OzjIAgyX\nLsGIETB/SmUOffwb35W5Th2v+ry88mVazm3JstPLSMv8L0yhWN0LhcEornlVj6sug+iz98o26QPp\nr6p6OvNUJW/CElI5FxGfu67GjWWfUnd3Xp3WlJF979Cxo+xe07piey5EXKDOzDqsOr8qXyHvxfme\nOZRuTIptGV5x3EFqxsPhX8qv5Y3KazO+XGPKLm5yCyXbqSJ02g22brCtNSTdwtXOhvZ+3kQkpXEk\nLIZMncgut1YttN27ef7mTP6o/zUDelbg04p7ae7TnEZzGrEpcJPxbDYxauKnKJloGpR9Cp7aCO03\nwJ2dsLYaXJ4FmfrzO6ytZEPQzpVLY29txc5r4ZwNjyMtU09T0Jzw8IAPP4TgYPnmb/BgaNMG1q/P\n1hAeZMhV375yUf6HH2D5IhfmDPkfY22uMqbp/7Hg5AL8pvoxMWAiYfFhhb0aCoWipJA1OXO2s6Gd\nrxc1vFzyPsbJCWbPRvv1V14dU4Zjx2DnTujfrRKf1/uDhc8v5IvdX9BxcccS33s0rc5watc9w+JV\nu81tikKhMAbWDtBiLvj1k5O/uMvYW1vR1rcUOiHYfyOKdH3jOj8/2LOHxhd/52iXjxgyyArfK1+y\n/MXlDFs/jLFbxpKaUfzzg1Wop+LxIfKIzJuJOQMNvpaVQXOJ3U5Kz+RCZDy3E1Kpk1tfmNzIyIC/\n/oLvvpMVQMePh/79ZUPRHDhwACZNgoMHZevAp16+wOJL01lxbgXPVnuWEc1H0LJiy4LbYiGoUCqF\noggcfB3cakLtcbn6r7wQQuYbHzggw84zdBnMOTqH9YHr2fjKxmLrX/IiMzkCbUU5flz2HuO2T832\nd+WfFIoSRNA8OPUxPLUFPOsjhODU3Tgik9NoU7EU9jZ6fGhEBDzzDDENO9Bi34/06Kkx/rNIhm0Y\nyvW46/z50p9U9apq8lNROX4KRWEJ3w/HRoNmA02mgXfzXHePSUnn1N04MnQ6GpRxw9upEH22hIBt\n2+QEMCgIJkyAoUPBPmdZ587J6NH16+GNN+D1t2PZGDafGUdm4OngyYjmI+hbry8ONvlo8mxBqIGV\nQlEEEkNhXx9Zxa7lAlnl2IAIIUrspO8e0b81IHZLGhX+OIOt9cMFcpR/UihKGCF/wPEx8PQucKuB\nEIJzEXJRv42vFw42eqpdxcRAx44kd3iWbie+xt0dli4VLDg3gy/3fMlvPX6jV61eJj0NleNnIiwh\nVtfcNphbv8FtKN1alv+t/hbsfR6OvAcZiTnu7uFgSztfL6LOHedIWCyHbkXr7w2TG5oGzzwj46v+\n/BM2bpStIH7+GZKT9R5Sty4sWiTDQJOS4MnG7uyd3IhdLwTyeYfP+f3s7/hN9ePjnR9zI+5Gwewp\nApbwPDxuFOe8qsdRl1H1OVeSAxhNk20fUiIe0iWE4NCtaG4n6M9pzkZICBw6dP/XvCZ9JeGeWbcY\nQ6W6gSxb9Z985dfyxqJyuUqoXGPKLm5yDSbbry/U/xJ2doakG2iaRvjZY1RwdWDP9UiS9Y3nPDxg\n61Yct6xmW8dv8PKC9u01Xqo0grX91zJy80jGbxtPhi7DODYbETXxUzyeaFZQZQh0PwfpcbCxgXwT\nmNPumkZpZ3s6Vy6Nm50NO0PCOR8RT4auEKuqLVrI13hr1sCOHXICOGUKJOqffPr5yfnh+fMyQrRh\nAyvWTenOnDZb2DNkD7EpsdSfXZ8+K/uwN2Rv/noSKhSK4ouNI7T6Hcq0g50dIS32/p80TaOqhzPH\n78RyISI+b38QFCQLUS1bdn/TjRtw9+5/u0QmRfLJzk9ITMt5gaw44VqnH6KSFboVK81tikKhMAVV\nX4fqb8Oe3pCZgqZp1PZ2xd/Nib3XI0nJ0DP58/aG7duxWbyAeU9MpXdvaN0avJJacmzYMU7dOcXT\ni58udvUXVKinQgFwfTUcGS57v9QcJVfTcyEpPZMz4XFEp6TTsIwb5VyKEG558iR89ZWsADpmDLzz\nDrjkXLAhPFy2DpwzB3r1kr3ky/jGsejkImYcmYGjjSMjmo/glSdewdHWsGFghkCFUikUBkIIuLYM\nKvUB64d7kCZnZHLoZjROttY0KeeBtVUuH7mzZ6FnT+jXD776inkLrPjkE5g/H7p2lRO/0VtGszdk\nLzO7zaR7je5GPjHjc/uXDmhHrlHq1yBsHmhsqPyTQlFCEQL29wU7T2g+5/7mCxHx3EpIoa1vKeys\n9bwPCw2F9u3hk0+YJ17n449h7Vpo3CSTr/Z8xdwTc1nddzVNfJoY1XyV46dQGJqEa7DnefB+EprN\nzFfhhDuJqZy8E4u7vS0NyrjhaFuEzshnz8LXX8u3gKNHyz4Prq457h4VBdOnw4wZcnD2f/8HNWvp\n2Bq0lZ8P/8zhm4cZ2mgobzd9Gz+PnJvKmxo1sFIoTEOmTnD0dgwpGZm0quCFrb5BzT3Cw+GFF6BS\nJVi4kIB/7Rg4EF58UaYmOzjA9qvbeWv9W7Tza8fULlNxd3A33ckYmMSrO3Fc05k/ym2lf/+n729X\n/kmhKMGkx8OGerLqZ/nOgAyPP303jpjUdFpXLIWNvkWywEBo1w7mz2dt+rMMHQpLl0KXLvD3hb95\na/1bzOo2i5frvmw001WOn4mwhFhdc9tgbv0ms8HFHzrvhdizcOSd+2XTc7OhrLM9nfxL42Zvw46Q\ncK5EJ6Ir7BduvXqwfDns2SMru1SvLkNAH8gBfNAGLy+YOFFGatWpAx06QL++VvgkdWXDKxs4MPQA\nqRmpNP61Mb3/6M2u4F0GCQO1hOfhcaMk5FU9TrpMrS8nXdZWGs3Le+Dv7qR/MPMgpUvLAlTJyfD3\n33ToAKdOybDPFi2kS+pUpRMzas/AwdqBhnMakpCWYPBzeRBjXkPnyk+RYe+I07bFRtdVUrD4XK4S\nINeYsoubXKPItnWF5r8SMG8QZPVI1jSN+mXccLa14fCtaP3jpOrV4e+/YfBgelY8zurVMGiQjJDv\nXbs3W1/dytitY/l6z9fs2rXLsDYbGDXxUygexNYVOmyCiANw5Zd8HWJtpVHH25X2vt7cik8hICSC\nmJT0wttQq5b0Jtu3y/DP6tVh9mxIS9O7u7u7DPcMCoLmzeUK1PPPQ2xwNX7q+hMho0PoXKUz7258\nl/q/1OfXY7+WmFwdhUKRO5qm4efulL9KnY6Osv1M376AXFxauVK2ldm5M2sXW0dmPzebLa9uwcUu\nHz0ELRVNIyy9Na3dLHuQplAoDIxPF3D2havz72/SNI3G5dzJ0AnOhsfrP+7JJ2WOTY8etK5wjZ07\n4YMPYNYsaFS+EYfeOMTK8yuZcXgGOlGA/s8mRoV6KhT6iAuErS2g+3lwLJfvw4QQhMYlczY8nsoe\nTtQq5YJVUUujHz0Kn3wCFy/CZ5/Bq6+CjU2Ouycnw2+/yVYQDRrA559D06bSth3BO/j58M/sD93P\nkIZDeKfZO1TxrFI0+wqICqVSKIxIZlq2fD+FfhKu7MN5Szv2NzlFm5ZPAMo/KRSPBeEH4MCr0OPK\nQzUdUjN1BIREUKuUC37uTvqPnT5dLsbv38/VGC+efloujr3/PsSkxPDc789RxbMK83vNx8Yq57Fa\nQVGhngqFMXGrDv4D4dL0Ah12b3W9o783MSnp7LwWQXRR3v6BnLVt2iS7LC9YIENC//gDdPpXlBwd\npRMKCoLu3eXbv5494eRJjU5VOrGm3xqOvHkEDY3mvzWn5/KebAvapqqBKhQlge3tIPqkua0oFrhU\na0N6hiMxK2ea2xSFQmFKvFuClR1E/PvQZntrK56s4MnZ8HiikvVHWTFypCys0LcvVSplsHu3fOv3\n3Xfg4eDB1oFbuZ1wmzfXvWmRb/7MNvHTNK2rpmkXNU27rGnaBHPZkReWEPdvbhvMrd9sNvj1gdvb\nCmWDo401T1bwpIaXM//eiOJseByZhWn98CBt2xIwcaLs7fDjj9CkiczJyQF7e1kg9MoV6NxZTgJ7\n94bTp6GyZ2UmPzOZ0PdD6VGjB2O2jqHOrDrMPDyT+NQcwhyysITnwdhYmn+yhHwxpcty9T2kq2xH\nCFmR6/46IThwM4qEtOw9qPRy6ZKMPHhEV0TEw7vtCt7FvOPz8iczH5jiGl5PaEZzm63Fxq+Z0zcV\nq1yuYirXmLKLm1xjyg7YvRsqPg9hW7P9zc3eloZl3TgSFkN6Zg4Tt8mTwcoK/vc/KlWC3btl3+WJ\nE+HQvsP80/cfLkdeZuyWsRa3qG6WiZ+maVbADKALUBfor2laLXPYkhcnT5p/5dTcNphbv9lssC8N\nadGFtkHTNCq5O/G0vzfxaRnsCokgNrVob/9OnjolZ3GHDskynm+/LVeeTp3K8RgHB1kgNCgI2raV\nOYB9+shiDU62TrzZ5E1ODz/N7O6z2XltJ/7T/Bm9eTSBkYH6bbCA58GYWKJ/MuU1V7qKn76HdJXr\nBOH/5rwzYKVplHN2YN+NKP3Nix/l6lXo1g3277+vS6eDZ56BTz/9L/igglsFvtn3Dd/s/aawp/IQ\npriGLl0+pLTfNbbv3G10XUXF3L7JmPfDWLKLm1xjyi5uco0p++TJk1CqOUQd1fv3Cq6OlHGy58Sd\nWP0TNxsbWLECNm6EBQvw8ZGTv7//hkmTTuJs58z6/uvZEbyDmUcsK6LAXG/8mgOBQogQIUQ6sALo\nZSZbciUmJsbcJpjdBnPrN5sNsefApWqRbXCwsaaljyfVvJzZez2SoOjEQq8A3bdB0+Cll2RX9+7d\n5QhsyBC4fj3HYx0dZQz6lSvQrBl07Aj9+8vUQU3T6ODfgb/6/MWJt07gaONI6/mt6basG5sCNz0U\nrmAJz4ORsTj/ZMprrnQVP30P6XKtBglX8zymsocT/u5O/Hszioy8ohGefVbWLn/hBWJOnADkYvfm\nzbLoy0svQUIC1ChVg/2v72fRqUX8dOCnopwSYJprWLZpF9KT7QnZt9nougyAWX2TMe+HsWQXN7nG\nlF3c5BpTdkxMDDj5QvLtHPepX8aN2NQMbiak6N/B0xPWrIEJE+DAAcqUkUFYR4/G8MMP4OnoyT99\n/+GL3V9w8MZBo5xHYTDXxK8C8OAI9UbWNoXCMhACLk0F/1cMIk7TNPzdnehQyZvQuGT+vRlNSkY+\nVtrzws5Ovs67fBkqVICGDeHDDyE2NsdDnJ1h3Dj5BrBBA9maZuBA2aYGoJJ7Jb7t9C0ho0N4qc5L\nfLTzI2rNqMX0Q9OJS40rus2Wj0H8U14hKvr+/uC2goS4KF05b8uvvvzsl5dsi7iOmg2Ih0M4c9q3\nppczbva2/Pb3+myLUdl0PfOMLPG5apWc8QFlysi2ox4e0Lo1hITAxaMX2T5wO9MPT2fF2ewhp5Z4\nz65FNaRsxuV86TQzRfZNOV2z3K5TYa5zfmQbS25RZZvjWuRHtjmuRW6yiv39s3aAzKQcj7e2kpU+\nT9+JIy0r5DOb7Dt3YMECAnr0gBs3KFtWtnmYNUvWf6nqVZXZ3Wfz2prX2LYj59Scol6LgqCKu+TB\ntWvXzG2C2W0wt36z2HBpKmQkgv8Ag9rgYmdD+0ql8HCwZce1CO4mphbo+BxtcHeXzd9PnYI7d6BG\nDVkMJjdbXGQp4itXoGZNaNVKvjRMyVrccrR15PVGr3N82HHm95rP/uv78Z/qzx/7/rDIhGVLw5AD\n+7yePaUr5233fi+qrtxk6/vdbNcxNRxcq+dLl6ZpNC7rzsF9e7mVkJrjMfd/bt+ea+3bw+DBEBwM\nyFziefOk72jXDrZtC8DX3ZfVfVczbtu4bL3+LPGe6Z4cSXh6FHFxuec3lwSKMljO7X4UZoCfn89L\nUScOhbHZHNciP7LNcS1ykmVouYaUnW+5qZFgXyrX40s52uHj6sCZ8LicZXfvTkDDhrKSXnIyUVHX\n2LEDvv1WDsN61+5NVc+qTFo2Kd/nktM1NwRmaeegaVpLYKIQomvW7x8AQggx6ZH9LCsjUqFQGARL\nLpeeH/+kfJNCUXKxVP+kxk4KxeONIXyTuSZ+1sAl4GkgDDgM9BdCXDC5MQqFQvEAyj8pFApLRPkm\nhUJRVAzXWbAACCEyNU17D9iKDDedpxyXQqGwBJR/UigUlojyTQqFoqiY5Y2fQqFQKBQKhUKhUChM\nh1mLu2iaNk/TtDuapp1+ZPsITdMuaJp2RtO07x7Y/qGmaYFZf3vGGPo1TWugadoBTdNOaJp2WNO0\npsbSnyWzoqZpOzVNO5d1viOztntqmrZV07RLmqZt0TTN3Vh26LFhRNb277N0nNQ07S9N09yMYUNO\n1+CBv4/VNE2naZqXMfTnZYMJn8ecngWTPZOaptlrmnYoS9cZTdM+y9pusudRoVAoFAqFQmEEhBBm\n+we0ARoCpx/Y1gEZxmCT9bt31v+1gRPI8FR/4ApZbywNrH8L8EzWz88Cu7J+rmNo/VlyywENs352\nQcbv1wImAeOztk8AvjOWHbnY0Amwytr+HfCtMWzISX/W7xWBzUAw4GXEZyGna2DK5/FRGy5m6TH1\nM+mU9b81cBDZO8pkz2Nx/QdowFfAdGCgCfS1B/YAs4F2JtDnBBwBuhlZT62sc/oTGG6C8+oF/Aos\nBzobWVdlYC7wpwnu1UJgDvBKSTgnM90vkz6Lpro/hvAdOd33ovqJHOw1yH3IQXaRn6cc5Brkc5GD\nbIN9vpFjjD+AmcCLBn72fIF/suyfYEC5bbKeh9+AfQaUa7TvcGN+Xxf0M2fWN35CiH1A9COb30YO\nKjOy9onI2t4LWCGEyBBCXAMCkQNSQ+vXAffeZngAN7N+7mlo/Vk23BZCnMz6OQG4gJzs9AIWZe22\nCHjeWHbkYEMFIcR2Ie7X7T+YZZfBbchJf9affwLGPXKIMZ6FnGww5fP4qA0XAR9M/0zea2xjj5zQ\nCUz4PBZjeiE/I2nI/lrGRgDxyPtkCn0TkAMEoyKEuCiEeBvoC7Qygb41QohhyM96HyPrChZCvGFM\nHVn0BlYKId5CfkaNhgnP6Z4+U94vkz6LxiCH+1Nk35HLfS+Sn9An11D3IQfZRX6ecpBrkM9FDnIM\n+fl+FpguhHgXGFREWY/yBNLON5AvWQyCEGJf1vOwnv/GJYbAmN/hxvy+LtBnzhL7+NUA2mmadlDT\ntF2apjXJ2v5o49KbGKfp+/vAD5qmhQLfAx+aSr+maf7ID8dBoKwQ4g7ICQFQxhR2PGDDoUf+9Dqw\n0dg2PKhf07SewHUhxJlHdjPlNTDL8/iIDSZ9JjVNs9I07QRwG9gmhDiCmZ5Hc5BLCHpXTdMuapp2\nWdO0CXoOrQnsF0L8D3jH2PqEEHuEEN2BD4AvjKlL07ROwHkgHLkqajRdWfv0QH6pb9T3d0Pry+Jj\n5Kq3KXQViELoq8h/n8tMI+sqEkXQl+/7VRRdhXkWjYEh78sjvmOroeQ+4idGG/I5evA+GOkZ/Rjw\nNtazb2Cbs32+iyB/CdBP07TvAS89fy+K7IPAG5qmbUdGbhlK7j1eAX43oNw8v8MLKzuv7+vCytUK\n8d1siRM/G8BTCNESGA+sNLH+t4FRQohKyAH3fFMo1TTNBViVpTsBuTrwIEavwqPHhnvb/w9IF0Is\nN5V+pDP7CPjMmDpzsyHrGpj8edRjg0mfSSGETgjRCPnl0lzTtLqY4Xk0IwuALg9u0DTNCpiRtb0u\n0F/TtFpZfxuoadoU4Bb/RRAUZLBdKH2appXP2j0GsDOirp+A/kAL5BdtflexC31eQoh1WV+Sr+ZT\nV1H0+Wgyd3fjvTfuxjy3e7sX4LwKrA85KLwXoWFsXfd3K6CeQusrxP0qtK5CPovGwBjPXAwQakC5\nHfjPT9gb0t5H7oNBr8W95wn40ZByH9lmSJv1fb4L+71lI4QYgZyQRKCfwn5vvAt8KoToBDxnILlT\nNE0rr2maLxAjhEg0lFzy9x1urO9r03035xYHaop/gB8P59htBNo/8HsgUAr5UH7wwPbNQAsj6I95\n5O8xWf9/wAMxyobSnyXLJkveqAe2XUC+ZQGZ+3XBmHbosyFr+xBgP//P3p3HR1GfDxz/PAnhEOSQ\nO6igYkClQEDk0Ag5BMVyWBVrRRHFaL3AE1Qo8KMi3lBvqhxVbMVWBEVFJARbQIFKECl4E+USAgS5\nIcnz+2MmyyZsyLXJ7k6e9+u1r+xc33m+sztP9jvznRmo4Tcu6DEUXj/QDueM0w841/cdBTbinGmq\nqO9CoM+hsr+PgWKo9O+kX5ljgPsq+/sY6leAvNAN+NBvuEC93XG1cK5lmAL8sRLWdwXwMs61KSW+\nZqAs6/KbdgOluHanjPXq6W7DlytpO96Fc33Ei0BqBa/rFJxrPL4tahsHY30413xMwzkjdm1Ffv/L\nU6cyrq9Mn1cZ11Xm72JFvIL1naNQ7gj2dxk3TwQx3uM+hyCWXeD7FMRyA40LVtkB9+8ylt8S51rB\n14EeQf7unYdzsPwl4IlgleuOHwd0C3K8JfofXsayi/1/XdZt4b/PFRWz/yskz/ErRCh4JONdIAlY\nIiJxQHVV3Ski84BZbqu8BdAa5+GlwV7/ZhHpqapLRCQZZ2cDyF//s0FePzg78P9UdYrfuHk4ja7H\ngSHA3AqO47gYRORSnOvrLlbVw4ViC3YMBdavql/hNDDyY/kR6KSquyvwuxDoc6js72OgGCrtOyki\njXDO7u4RkVrAJTg39qns72O4KdyldROFrmVU1YOU/GxYMNY3B+fC+Qpfl986/1bR61LVJcCScq6n\nNOt7Dniukta1C+cMfjAUuT51rtO9KUjrKW5dwaxTSdYXrM+rJOsK5nexIpTpO1c4d4hIy2CU6zft\nb8Est4SfQ1nLLvB9CmLMJdkvylp2SffvkpSfCdxagrLKUvY64Opgl+uWPS7Y5Zbjf3hF/b+ukP/N\nIW34icibOF0DGopz/dJYnB++00VkLXAY92JTVf2fiMzG6ct6FLhd3WZukNd/C/AXEYkGDuEcAaqQ\n9bsxXAhcB6wV57oqxeni+DgwW0RuAjJxLzquoO0QKIZHcO5sVB1YKCIAn6nq7cGOoahtoKr+fcIV\nt4FeidvgYZzT79Mq6ftYVAyV+Z1sDsx0uxhEAW+p6gci8hmV9H00xhhjjDHBF9KGn6r+oYhJ1xcx\n/2PAY5Ww/vMDjQz2+t0yl+LcNj+QlMqI4wQxnH2CZYIWQzHbIH+eMytq/SWIobK+jyeKoVK+k+rc\nSKdTgPG7qKTvY5jaDJzuN3wqx+6uGunr8+q6Knt9VrfIXF9l1y2YKir2SCu3IsuOxJgro/xI2962\nLVzheHMXY4wJtcJdwFcCrUWkpYhUB36P0801Etfn1XVV9vqsbsHj5boFU0XFHmnlWsyVX36kbW/b\nFkUpyYWA9rKXvexVVV44t4fegtO19ydgqDv+MuBrnGssR0Xi+ry6Lqub1S3c1hXsV0XFHmnlWsze\niT3Syo3UmAu/xC3YGGOMMcYYY4xHWVdPY4wxxhhjjPE4a/gZY4wxxhhjjMdZw88YY4wxxhhjPM4a\nflWAiJwiIqtF5AsR2Soim/yGQ/pIj6KIyFARaVJBZZ8lIgdFZIU7HC0iu/2m9xOR9SLSQkTuF5FM\n90HtxhhjjDHGRKSw/NFvgkudZ7DFA4jIn4B9qhryhoyIRKlqXhGTbwK+ALaXorxoVc0t4ezrVfUC\nv2F1y+gDPA2kqOpm4Cm3UXheSeMwxhhjjDEm3NgZv6pHCgyI3CAin7tn/553x0WLyG4ReVpEvhKR\nD0XkAhFJF5HvRORSd76bReQdd/zXIvJICct9VkQygC4iMk5EVojIlyLyojvfIKAj8A93+RgR+VlE\n6rrTu4rIQvf9BBGZKSL/Aaa763haRD4TkQwRuamk20VEegHPA5eq6k9l38TGGGOMMcaEF2v4VWEi\nch5wBdBdVTsBMSLye3dyPWC+qrYDjgJjgSRgEDDBr5guQH+cM4p/EJH2JSg3XVU7qurnwGRVvUBV\n2wP1RaSPqs4GMoBBqtpJVY/inpHz4z/cBkhU1RuAVOAXVe0GXADcKSKnlmBznAT8Exigqj+UYH5j\njDHGGGMihjX8qrYU4HxglYisBi4GznSnHVDVNPf9WpzGWp77vqVfGQtU9VdVPQDMAS4qptzDqjrX\nb/lL3DODa9z5/LtUShHvC5vrNg4BegND3fV+jtPQPPuEW8FxyJ2/pGcIjQkbIpLrnh1fKyJviUjN\nUMdUUiIyXEQGu++HiEizEi5TbB1FZLGIdCpi2jUi8lDpIw5YVj0R+WMwyqpMInK5iIwvYtpY93rw\ncX7D9xYxb6m+fyKSJiJ7i/psjCkpEXlGRO72G/5IRKb6DT8lIiNOsHzQ910R6Ski7wW5zPEikuS+\nL1H+K7R8/j5abH4ttFw1EflvaZYpRdkPicgREbmu0Pj+IrJGnHtRrBCRC93xNd1xh0TklIqIqSqw\nhl/VJsA096xavKqeo6oT3WlH/ObLAw77vfe/NtT/zJv4DRdV7kHfzCK1gOdwzrJ1AKYDRSWzHI59\nXwvPs79QDLe7641X1bNUdXERZfrLBa4CLhKRB0owvzHhZL+7v/0G5wz9bYVnEJETHTwJKhEp0f8W\nEYnGOdgyyx11I9CiBIuOwDlLXx6XAR+Vs4x8DYDbS7tQZX4mAdYdrarzgd+e4EfkM6o6rgTFFfv9\n86eqScDKUgVsTGBLgR7g258aUfAAcg9g2QmWr6h9t3AvpXJR1bF+B+PLkv/y99FtpVzuIuA/pVym\nWCJyPc6B+rbAfSKS7Df5E1XtoKrxwM3AqwCqesgdtyXY8VQl1vCr2j4BBolIQ/Dd/TO/W+SJkpr/\ntN4iUldETgIG4CThRSUstxZOg2uniJwMXOk3bS9Q12/4R6Cz+95/vsIWAHe4PygRkTgRqXGC+X11\nUtWDwOXAjSJyQwmWMSYc/RtoLSItRWSDew3sWuBUEblERJaJyCr3zMxJACIySZzreTNE5Al33NXu\nGZzVIpLujhsiIs/lr0hE3hORi933e92j66uBbiLSg8eISQAAIABJREFUSZzrf1eKc51w0wCxJgH/\nVVUVkStxegq84R6ZriEiye77NSLyqohUF5G7gFhgsYgsctf9ontkeK2IjC3hduqgqqv9R4jI+yLS\nzn3/hYiMdt+PF+ea5toi8om7/daISD930ceAM91lHneXud+NKSM/pkCfid+6+4jIbL/hniIy70T1\nE5EfReRxca6R/kxEzvRbzyJ33Qvz86+ITBeRl0TkM+Bxt5glwG9LuM3OE+cs6nfu5xDIv4HW7vrm\nuJ//WhEZVmi+kDV6jacsw2344TT4vgL2inMmrzpOw+KLitx33emXinM38FXA7/zGnyQir7n753/z\n1+vm0n+5ufFrv3VHufvpl26cw93x00Xkd4Xznzh3QH/Wb33DROTp4jaam8++duOaKiJ/KWLWS4EP\nAyx/qVufDDl2z4WxIjJDRD51c9MVfvnpAzn2uywZGAz0dS+t6QOME5HfALg9yPLVwTnhUGD1xdXP\nnICq2qsKvXCu1bvXb/j3wGpgDc4R2M5ANLDLb54JwN3ue980nCMx/wTSga+Bh0pTrjvfROA74FNg\nGvCwO/5qYAPOnT2rAT2Bb3C6Yz4JfFw4Nnc4CieRrwW+xGnc1i60zrOAL/yGC9f3dOAH4DK/ej4T\n6s/OXvYq6gXsdf9WA94FbsXpkp0LdHGnNcT5kV/LHX4QGA2cAmzwK6uu+/dLoHmhcUOAv/jN+x5w\nsfs+D7jSL46lQEN3eBDwWoC4xwF3+A2nAfHu+xrAT8BZ7vBMvzz0I9DAb7n67t8oYDHQzh1eDHQK\nsN54YEaA8Q8Cf8Q56LQC+NAvrrPd8uv4bc9v3fctgS/9yrkEeMV9L+52usidLyf/Mym07mhgo9/n\n8yLwh2Lq9yMwyn1/PfCe+34eMNh9PxSY476fDswrtN4/AFMCxFP4f8VYnCP/1dy6ZwHRRX3/CsVd\nEycn+39mAT8be9mrtC/ge5yGWKr7Go/TYOkBLHHnia7AfTc/V53pDr+Vv58Bj/rtx/VwfivVwsml\n3+E0bGq4+34LoBPu7xt3mfzcOx34nfvel/+A2sC3fvviUuC8ADH+6ve+uVtGPXe7fIpfXi+03OdA\nzULjGrn1Pd0dzt/Px7plRQHtcXpj9XanvQP0L8VnOhBY7+aZroWm/QicEurvXaS+7HEOVYyqji80\n/A/gHwFmPcVvnjF+73P9pwE/qepVAdZTbLnufA8DDwdY/m3gbb9RS4C4APONKTScBzzkvk7Ed8So\ncJ3UuaPnmYEWMiZM1RKRL9z3/wZew/kRsVFV87vUdQPOBZaKiAAxOEfL9wAHReRVYD7wvjv/f4CZ\n7lmod0oQQ47ffG2AdsBCd11RBO6e0xz4n9+wcGzfbAP8oKrfu8Mzcbpk/cVv3ny/F5FbcBoezdx6\nfnWCWAMexcap8904P8LmAynidEk/Q1W/Fee5p4+Jc5YzD4iVwM8b7Y1z/fIXbpy1cRqOPwOZfp+J\nj6rmishHQD8R+RdO74P8bucnql9+nv07kP+Ynu44N9gCeJ1jZ/egYF4F55E5sQHqEMh8Vc3B6aXx\nC9AU53MN9P0DGCEiA933p+JsgxUlXJcxJbUMuBCnofc0znftQpzcttSdR6igfRfnrOIPeuzGcG8A\nt/iV10+OXUJSHefgMsAiVd0HICL/w2lc/g84Q0SmAB8AHxdRZwFQ1f0ikobTZXsDUE1V1xWxTL4L\ncO7bsMdd99sEuBeCiMQCO1X1UKFJ3XAa1D+5MWT7TftQVfPcs6JRqpof/1qgVTFx+ajqu8C7InIR\n8GecBrkJAmv4maooB2goIiu04LP8jiMi9+Oc8XurUiIzpmwOqHMHXR+nvXXc9a8fq2qBC+ndeS8A\nknHOtN8JJKvq7SLSBacb4H/FuRGH/7W2UPB620PqHo511/WVql5YTNwHKfq63vxyTkhEWgH3AZ1V\n9VcROdG1wvl649cdy89KnO6m3wMLcc4M3AKscqdfh3O0O979cfNjEesS4DFV/WuhWFtS8DMp7C2c\n7b8bWOn+qCuuflrE+6IUXn9N/K69LsZhv/f+13sH+v71xOnK21VVD4vIYor/XIwpi/zunu1wDohs\nwtln9uCcKYOK33eLylWC0xPi20LldaPg/pSL02jLFpEOON0fb8PJyYW7SRf2Gs4B9A0cq29xStJd\n8lKcy2dKs/xhAFVVETnqN77w/SFKRFX/IyJnisgp6jyT2pSTXeNnykxVX1PVgHd5C2eqmqmqpxfX\n6HPnfUqdm9OMq4TQjCmrE/3oyPcZcKGInAW+a0/OFpHaOF11PgLuxemig4icqaorVXUszlmh03DO\nhHUUx2k4R44DretroLH74yb/znDnBohvPe71YK5fOXZt79dAS3GvW8PpypgeYL66wD6c63qa4ty0\npUjiPA80WlV3F56mzt2Bf8b5sbUc5wzg/Tjdl8DpGrXd/eGYyLE7HO8FTvYragFwk7ttEZFYEWmc\nH8IJwluC09XrFo6dySuufte4f3/vxgzOWY5r3feDcc7CFSWOE58dLYlAdaoH7HYbfW1xzhIYUxGW\n4Ryg2qWO3UB9nDPf+Td2qch9dwNOrjrDHb7Wb9oCnF4EuOV1PFFFxLk3QrSqzsHpih/ozrf++Q9V\nXYGTn6/FOfNfnJXAxeJcB1mNou+bUFTPiM+ABLcxjIg0KKo6JYjl+IXc/1Hu+05AdWv0BY+d8TPG\nmMhX1Jke33hVzRKRG4G/i3PDI8X5YbEXmCvH7ux4j/v3SRHJ7/6zSFW/BBCRjcA6nEab/22+/dd1\nVESuAp4TkfzrSCZTsFsnOD8qXvcbngm8LCIHcH603QT8070pwErgFXe+vwIfichmVU0WkQw3np8p\neAe6QNvlEpxrf4vybyDJbbD8G6fLbH7DaRbwnjiPn1nlrhNV3SUiS0XkS5yuTiNF5BxguXvmdS9O\nAyyviJhwy8kTkfdxrv+5wR335QnqB9DAjecQx35w3g1Md3ss7MC5zq+o7ZEIjDrB9igy3CLe5/sI\nuE1E1uE04pcHmMeYYFiLc3b+jULjTvJrMFTYvuvmilTgAxHZj5Mv6riTJwCT3fKjcO4f0D9QMe7f\nFjj7bpQ7blSh6VAo/7njZuPcsGpPkVvpWLxbRGQiTrfrXTgN1wLLues/S1W/CbB8llvfOW5X/u04\nZyiLqlNpXSnODfaO4PRGGFTGckwAcqxnjjHGGFO53OvZHvS7lq+i1zcVeNU9Sh7R3O5qnct6NNy9\nxmmWqh53/Yw4dzPcp6rF3iGwjOteDNynql8UO7Mx5oTEeW7gM1rE46tEZK+qnuw3XNvtSh6N8wzm\n19TvGcviPDvvOlUt9aMuKlp5815VZ109jTHGhNIonJu8VApVTfVCo89V3iO3p+NcCxXIPuAWcR/g\nHkzuzSjOwHnmnzGmjNzuml/jPKcvYKPP9asUfID7OHEevbMW58Y0c/1nVtWl4dboE/cB7jg9SAo/\n4sGUkJ3xM8YYY4wxxhiPszN+xhhjjDHGGONx1vAzxhhjjDHGGI+zhp8xxhhjjDHGeJw1/Iwxxhhj\njDHG46zhZ4wxxhhjjDEeZw0/Y4wxxhhjjPE4a/gZY4wxxhhjjMdZw88YY4wxxhhjPM4afsYYY4wx\nxhjjcdbwM8YYY4wxxhiPs4afMcYYY4wxxnicNfyMMcYYY4wxxuOs4WeMMcYYY4wxHmcNP2OMMcYY\nY4zxOGv4GWOMMcYYY4zHWcPPGGOMMcYYYzzOGn7GGGOMMcYY43HW8DPGGGOMMcYYj7OGnzHGGGOM\nMcZ4nDX8jDHGGGOMMcbjrOFnjDHGGGOMMR5nDT9jjDHGGGOM8Thr+BljjDHGGGOMx1nDzxhjjDHG\nGGM8zhp+xhhjjDHGGONx1vAzxhhjjDHGGI+zhp8xxhhjjDHGeJw1/IwxxhhjjDHG46zhZ4wxxhhj\njDEeZw0/Y4wxxhhjjPE4a/gZY4wxxhhjjMdZw88YY4wxxhhjPM4afsYYY4wxxhjjcdbwM8YYY4wx\nxhiPs4afMcYYY4wxxnicNfyMMcYYY4wxxuOs4WeMMcYYY4wxHmcNP2OMMcYYY4zxOGv4GWOMMcYY\nY4zHWcPPGGOMMcYYYzzOGn7GGGOMMcYY43HW8DPGGGOMMcYYj6sW6gBOREQ01DEYY4JPVSXUMZSH\n5SZjvMvykzEmHAUjN4X9GT9VLfFr7NixpZ5eeJz/cKD3Rf21GC1Gi7FkMXrFok8fLdW2DsdXab8v\n4fiyOoTHywt1UPVOftry65aQb8uq/n2yOoTPywv1CJawb/iVRq9evUo9vfA4/+FA7wv/LS2LsVfA\nv6VlMfYK+Le0IiHGcKWaG+oQjDEmoMO5h0MdgjEmHIW6BVtM61bD3ZAhQ0IdQrEsxuCwGIPD3a9D\nnl/K8wJ0Yfq4oG+byhYJ35fiWB3CgxfqoOqd/LRhx4agb5vK5IXvk9UhfHihHsHKTWF9jV8g+w7s\n4ch/HyCDHhx8cDGNnp1B126h647fsWPHkK27pCIxxlatWpGZmRmiaIo2c+bMUIdQrHCLsWXLlmzc\nuDHUYQSd5kX+Gb9IyA3Fqew6VFRuCrf9tiwisQ5ezU+RfsbPclPpWW46sUirR0XlJnEakeFJRLRw\nfDm5uWR/2It9DRPYc/krzKr+BP+38WZq1gxRkKZCiAjh/N00JVf4s3SHI/7mCR8tepg+SY+GOhRT\nySw3eYtX89OKTSvo0qJLqEMxlchyk7dUVG6KuGv8qkVHo/HPEPvzVDKeuIIHd97P0/duCnVYxpgq\nRvPyQh2CMcYEFOln/IwxFSPiGn4AjVt0YXfjflzeJobZverT+dVbWPF5aI5ypKenh2S9pWExBrZk\nyRLGjBlTrjISEhKKnObfreCJJ55g69atrFmzhtWrV5eo7JkzZ/K3v/2tXPGZipNH5Hf1jITcUBwv\n1CEQy0+mPA7nRHbDzwv7tRfqEIjlpsgWkQ0/gLpdHuPkrbNJmPIULWqv4J9XzODQoVBHZSKNSPnO\nmp9o+RkzZpCb6zQOHnzwQZo3b05GRgZffPFFudZpwoOqnfEzFcvykykrO+NnKpLlpsgVcTd3yVer\nTjOyWj9Ai8yXeevxq3jwjnt55oE+PPxcbKXGEQm3qLcYi/f444/z3nvvUbNmTaZPn87atWv54Ycf\nuPnmm2nQoAHbtm3j3XffpU6dOlx11VXHLT9p0iQ++ugjDh8+zMsvv8yRI0fIyMggJSWFm2++mUWL\nFjF69GimTp3Krl27SE9PJyUlhdzcXG666SbGjx9PYmIi3bt35+qrr+bIkSPUqlWLAQMGADBhwgTS\n0tKIjo5m2rRpnH766ZW9iUwhmhv5Z/xCvd8FgxfqUBzLT6a0Iv2Mnxf2ay/UoTiWmyJPxJ7xA2jY\n/h5qHvyBgb16M7tnPTq+cgsrV9iFraZ0fvnlF9LT0/nPf/7D+PHjeeyxx+jRowefffYZK1asIDEx\nkWXLlrFs2TJ69OgRsIwRI0aQnp7OG2+8wZNPPkmXLl2Ij48nLS2NwYMHIyKICLfeeisPPPAAr7/+\nesBy3n33Xbp27coHH3xAo0aNAFi7di2bN29m8eLFPP/880ycOLHCtkVVISKnikiaiKwTkbUicpc7\nfqyIbBKRL9zXpUWVkZeXU3kBmyrL8lPVE4z8dCjHukCZimW5KTJF7Bk/AKlWg7z4pzh59Ui6vvJ3\nanT+LTOvmEn7H26kRo3KiSE9PT3sj+p4JUYZX7quBTq2ZAcBNm7cSPv27QE4//zz+b//+z/q16/P\nzp07Wb58OQ8++CCLFi1i06ZNxMYGPqM8c+ZM3nzzTaKiooiKco6n5D8zxf/OTIXv0OSL1R3/ww8/\nEB8fD0Dnzp0B2LBhA+np6SQlJQHQvHnzEm8DU6Qc4F5VzRCROsB/RWShO+0ZVX2muAJyPfAA90jI\nDcUJlzpYfrL8FETlzk/7j+6v0AArWrjs1+URLnWw3GS5yV9EN/wA6rQayN6vn6Pxrk95f9LvGHnX\nPTzzQG8e+kvldvk0Fa+kyai0WrVqxZo1awBYuXIlZ511FgCnnXYaaWlpjBo1ismTJ9OwYcMiy3jp\npZfIyMjgu+++IzU1FYDq1auTm5vrS2YAMTExHD7sdMGpV68eX331FeAcmUpKSuKMM84gIyODSy+9\nlNWrV9O9e3fi4uLo06cPU6ZMAfD1fTdlp6rbgG3u+30ish5o4U4u0X/JvLyjFRSdiUSWnyw/BUsw\n8tP+I5Hd8DPBY7nJcpO/iG/4IUKtCyZT/ZMkrrj6C96evZD2L6ey6vr3OL9LxT+KJxyO5hTHYjyx\npk2b0qtXLy688EJq1Kjhu6NUjx492LFjBwB169alW7duRZZxwQUXcPHFFxe4U1Xfvn0ZOHAgw4YN\n8x2h6tatGzfeeCPr1q1j4sSJPPnkk3z++efExMQAMHDgQK666iouu+wyGjRoAECHDh1o2rQpiYmJ\nREVFce211zJs2LAK2RZVkYi0AjoCnwMXAXeKyPXAKuA+Vd0TaDkvnPGLhNxQHC/U4UQsP1VtZc1P\nkX7Gzwv7tRfqcCKWmyJTxD3AvSj7l93GzoNH2XHmLdSMv5zpdZ7l0e9vqLQunya47EGk3hHOD0h2\nu1GlAxNUda6INAayVFVF5M9Ac1W9OcBy+vd3buD3V8wsPMl4nOUmb/Fqfnr4k4d5NPnRSo7YhJLl\nJm+pqNwU+Wf8XLU7/Znq77Xl6Fm3smDiQEYOH8GzIy9h1OSK7dMbLn24T8RiNOZ4IlIN+CfwuqrO\nBVDVHX6z/BV4r6jlX/zLv9mwZhwA9evXp2PHjr7vcP7zm8J9OH9cuMRTluHCdamM9RtvufHGGwGn\n61q4KG9+mjNpDjH/ds6GRGJ+ysjIYMSIEWETT1mG88dV5vqMt4wbN46NGzcGtUzPnPEDOLLuGbJ/\nnEd04nze/u25tFjagRbL59Kpc8UdvIuEBkskxmhHrrwjXI+oi8jfcI6e3+s3rpl7fQ0icg/QRVX/\nEGBZff2f1zD4yn9UXsAVIBJyQ3Equw6Wm7zFq/lp2Nxh/LX/Xysv4CCz3FR6lpu8paJyk6cafuQd\n5ch75/FNy/EcqtuS2vG/5bW6U5j4/fVUr15xcZrgswTmHeH4w0pELgQ+BdYC6r4eBv6Acz1NHrAR\nuFVVfwmwvM546yqGDHq70mI24cFyk7d4NT/9/p+/5+9X/r3SYjahZ7nJW6yrZ0lExRDT+RnOWDGC\nrMRVvD9xACNHDOeZkZcw6tlmoY7OGBMmVHUpEB1g0kclLiMv8m/uYowJP8HIT3ZXT2NMIBH9APdA\npMXlVK97FvvWPccNw17kXxfW4bwXbuWL/1bMUZBI6FttMRoTfHlE/pFVL+x3XqiDMcG2/+i+UIdQ\nLl7Yr71QB+M9nmv4IUJMl2dps3UK32/bwvnT/k7rWv9m1hVvcuRIqIMzkWTNmjVMnz69wLjMzEyG\nDh1aYNzMmTOZNm1awDL27NnDnDlzfMPDhw/3LVNSiYmJJZ7XVJ683JxQh2CqMMtP5kQO2hk/EyKW\nm8Kb9xp+APXORVr9ngbf/pmWzc4n7dH+jNx6N5MfPq4rfLlFwsXHFmPZdOjQ4bhEBfieK1MS2dnZ\nvPPOO77h/AeJzpgxo8QPEy3N+kKpql1bkJeXF+oQyi0c97vS8kIdysLyU+lUtfx08OiBUIdQLl7Y\nr71Qh7Kw3FQ6lZ2bKrzhJyL3iMhXIvKliMwSkeoi0kBEPhaRr0VkgYjUC/Z6o9uP59Ts+Xz74+fc\ndOvLvNujNnF/+SMZGcFek4lUS5Ys4fLLL2fAgAH06NGDmTNnkpKSQr9+/XzTx4wZA8Cf/vQnevbs\nyWOPPVZkeTk5OaSkpNCrVy+uvvpq8vLymDp1KgsXLiQpKYmsrCwSEhJYuXIlGRkZpKSk8MYbb5CY\nmOhrROQfoVq5ciWdO3fmmmuuYffu3QBkZWUxYMAAkpOTufPOOwuse/fu3SQmJpKcnOy7BXb+A1H9\nj7R1796d2267jfj4eGbMmMGVV15Jx44dWbt2bYmmz58/n549e3LRRRfx8ccf+5a54447eOCBB8r5\niUQWu8bPVCTLT5afymPf4b2hDsF4lOWmCM9NqlphLyAW+AGo7g6/BQwBHgcedMeNBCYVsbyWR96G\nKbprfk/9JutX/feGhbqhbgO97/S/6+HD5Sq2gMWLFwevsAoSiTGW97MvifT0dB04cKCqqk6cOFFH\njBihqqq33nqrrl69WtPT03XMmDG6detWveyyy1RV9c0339ShQ4cWKGfGjBn62muvqarqoUOHVFV1\n9OjR+sknn+jGjRv1+uuv982bkJCgqqqJiYmal5fne5+bm+t7r6rar18/3bRpk+7bt08bNWqkqqr3\n3XeffvbZZ6qqOnLkSN97VdVFixbp+PHjC8SVv66NGzf6Yo6Li9MdO3boli1btFmzZnrkyBFdtmyZ\nDh8+vNjpeXl52qtXL83NzdUjR45ocnKyqqq2bt1at2zZUuR2LvxZusMVmnsq+gXoy9MuKbLOkSIS\nckNxKrsOlZGbVC0/WX4qX35qOumUIuscCSw3lZ7lJstNJXlVxl09o4HaIpIH1AI2Aw8BPd3pM4F0\nYFSwVyxn/5G637zMtz/M4fz463jioe6M/NOdTHkkiQeebBLs1ZkKVtqz9lqCs+ft2rUDIDY2liZN\nnO9E8+bN2b17N1FRzgn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X6lAUy03BV1m5yRp+hbmPd4j98TFOaZxFbOsjHGz3Abv3bGfT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pRDOi9ehEOH5CzIah0+xdTUOn6K7chKhVmlOL2pLp81+g/Dni5OzYCalo5KySd7y6FJmx+A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"text/plain": [ "<matplotlib.figure.Figure at 0x7fd4260004e0>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_heights = np.arange(0, 85, 0.1)\n", "height_grid = _heights * apu.km\n", "\n", "plt.close()\n", "fig = plt.figure(figsize=(15, 15))\n", "axes = [fig.add_subplot(2, 3, i) for i in range(1, 7)]\n", "\n", "for name, func, color in [\n", " ('low latitude', atm.profile_lowlat, 'g'),\n", " ('mid latitude summer', atm.profile_midlat_summer, 'b'),\n", " ('mid latitude winter', atm.profile_midlat_winter, 'lightblue'),\n", " ('high latitude summer', atm.profile_highlat_summer, 'r'),\n", " ('high latitude winter', atm.profile_highlat_winter, 'orange'),\n", " ]:\n", " (\n", " temperature,\n", " pressure,\n", " rho_water,\n", " pressure_water,\n", " ref_index,\n", " humidity_water,\n", " humidity_ice\n", " ) = func(height_grid)\n", "\n", " axes[0].plot(temperature.to(apu.K).value, height_grid, '-', color=color, label=name)\n", " axes[0].set_xlabel('Temperature [K]')\n", " axes[1].plot(pressure.to(apu.hPa).value, height_grid, '-', color=color, label=name)\n", " axes[1].plot(pressure_water.to(apu.hPa).value, height_grid, '--', color=color) #, label=name\n", " axes[1].set_xlabel('Pressure (total / water vapor) [hPa]')\n", " axes[2].plot(rho_water.to(apu.g / apu.cm ** 3).value, height_grid, '-', color=color, label=name)\n", " axes[2].set_xlabel('Water density [g / cm^3]')\n", " axes[3].plot(ref_index.to(cnv.dimless).value - 1., height_grid, '-', color=color, label=name)\n", " axes[3].set_xlabel('Refractive index - 1')\n", " axes[4].plot(humidity_water.to(apu.percent).value, height_grid, '-', color=color, label=name)\n", " axes[4].set_xlabel('Relative humidity, water [%]')\n", " axes[5].plot(humidity_ice.to(apu.percent).value, height_grid, '-', color=color, label=name)\n", " axes[5].set_xlabel('Relative humidity, ice [%]')\n", " \n", "axes[0].set_xlim((160, 310))\n", "axes[1].set_xlim((1.e-6, 1100))\n", "axes[4].set_xlim((0, 100))\n", "axes[5].set_xlim((0, 100))\n", "\n", "axes[1].semilogx()\n", "axes[2].semilogx()\n", "axes[3].semilogx()\n", "\n", "for idx, ax in enumerate(axes):\n", " ax.legend(*ax.get_legend_handles_labels(), loc='upper right', fontsize=8)\n", " ax.set_ylim((0, 86))\n", " if idx % 3 == 0:\n", " ax.set_ylabel('Height [km]')\n", " ax.grid()\n", "\n", "axes[4].set_ylim((0, 26))\n", "axes[5].set_ylim((0, 26))\n", "fig.suptitle('Atmospheric specialized profiles after ITU R-P.835-5, Annex 1', fontsize=16)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Atmospheric attenuation: ITU-R P.676 (10) Annex 1\n", "\n", "For atmospheric attuation, we first need to solve the special case of a path propagating through one specific layer (having just one set of physical conditions, i.e., one temperature, pressure, etc.). If propagation in a Earth-parallel path is of interest, this already solves the problem. However, for tilted paths of propagation and Earth-Space paths, we need to consider the height profiles shown above and ray-trace through layers of atmospheric conditions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Specific attenuation\n", "Attenuation is mainly caused by oxygen and water resonance lines, as well as the Debye-absorption of dry air. The resonance lines below 2 THz were copy-pasted from the recommendation into csv-tables for convenience. The first column is the resonance frequency, the other columns describe the lines (strength, width, etc.). For details, we refer to the recommendation itself." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[(50.474214, 0.975, 9.651, 6.69, 0.0, 2.566, 6.85)\n", " (50.987745, 2.529, 8.653, 7.17, 0.0, 2.246, 6.8)\n", " (51.50336, 6.193, 7.709, 7.64, 0.0, 1.947, 6.729)\n", " (52.021429, 14.32, 6.819, 8.11, 0.0, 1.667, 6.64)\n", " (52.542418, 31.24, 5.983, 8.58, 0.0, 1.388, 6.526)\n", " (53.066934, 64.29, 5.201, 9.06, 0.0, 1.349, 6.206)\n", " (53.595775, 124.6, 4.474, 9.55, 0.0, 2.227, 5.085)\n", " (54.130025, 227.3, 3.8, 9.96, 0.0, 3.17, 3.75)\n", " (54.67118, 389.7, 3.182, 10.37, 0.0, 3.558, 2.654)\n", " (55.221384, 627.1, 2.618, 10.89, 0.0, 2.56, 2.952)\n", " (55.783815, 945.3, 2.109, 11.34, 0.0, -1.172, 6.135)\n", " (56.264774, 543.4, 0.014, 17.03, 0.0, 3.525, -0.978)\n", " (56.363399, 1331.8, 1.654, 11.89, 0.0, -2.378, 6.547)\n", " (56.968211, 1746.6, 1.255, 12.23, 0.0, -3.545, 6.451)\n", " (57.612486, 2120.1, 0.91, 12.62, 0.0, -5.416, 6.056)\n", " (58.323877, 2363.7, 0.621, 12.95, 0.0, -1.932, 0.436)\n", " (58.446588, 1442.1, 0.083, 14.91, 0.0, 6.768, -1.273)\n", " (59.164204, 2379.9, 0.387, 13.53, 0.0, -6.561, 2.309)\n", " (59.590983, 2090.7, 0.207, 14.08, 0.0, 6.957, -0.776)\n", " (60.306056, 2103.4, 0.207, 14.15, 0.0, -6.395, 0.699)\n", " (60.434778, 2438.0, 0.386, 13.39, 0.0, 6.342, -2.825)\n", " (61.150562, 2479.5, 0.621, 12.92, 0.0, 1.014, -0.584)\n", " (61.800158, 2275.9, 0.91, 12.63, 0.0, 5.014, -6.619)\n", " (62.41122, 1915.4, 1.255, 12.17, 0.0, 3.029, -6.759)\n", " (62.486253, 1503.0, 0.083, 15.13, 0.0, -4.499, 0.844)\n", " (62.997984, 1490.2, 1.654, 11.74, 0.0, 1.856, -6.675)\n", " (63.568526, 1078.0, 2.108, 11.34, 0.0, 0.658, -6.139)\n", " (64.127775, 728.7, 2.617, 10.88, 0.0, -3.036, -2.895)\n", " (64.67891, 461.3, 3.181, 10.38, 0.0, -3.968, -2.59)\n", " (65.224078, 274.0, 3.8, 9.96, 0.0, -3.528, -3.68)\n", " (65.764779, 153.0, 4.473, 9.55, 0.0, -2.548, -5.002)\n", " (66.302096, 80.4, 5.2, 9.06, 0.0, -1.66, -6.091)\n", " (66.836834, 39.8, 5.982, 8.58, 0.0, -1.68, -6.393)\n", " (67.369601, 18.56, 6.818, 8.11, 0.0, -1.956, -6.475)\n", " (67.900868, 8.172, 7.708, 7.64, 0.0, -2.216, -6.545)\n", " (68.431006, 3.397, 8.652, 7.17, 0.0, -2.492, -6.6)\n", " (68.960312, 1.334, 9.65, 6.69, 0.0, -2.773, -6.65)\n", " (118.750334, 940.3, 0.01, 16.64, 0.0, -0.439, 0.079)\n", " (368.498246, 67.4, 0.048, 16.4, 0.0, 0.0, 0.0)\n", " (424.76302, 637.7, 0.044, 16.4, 0.0, 0.0, 0.0)\n", " (487.249273, 237.4, 0.049, 16.0, 0.0, 0.0, 0.0)\n", " (715.392902, 98.1, 0.145, 16.0, 0.0, 0.0, 0.0)\n", " (773.83949, 572.3, 0.141, 16.2, 0.0, 0.0, 0.0)\n", " (834.145546, 183.1, 0.145, 14.7, 0.0, 0.0, 0.0)]\n", "[(22.23508, 0.113, 2.143, 28.11, 0.69, 4.8, 1.0)\n", " (67.80396, 0.0012, 8.735, 28.58, 0.69, 4.93, 0.82)\n", " (119.99594, 0.0008, 8.356, 29.48, 0.7, 4.78, 0.79)\n", " (183.310091, 2.42, 0.668, 30.5, 0.64, 5.3, 0.85)\n", " (321.225644, 0.0483, 6.181, 23.03, 0.67, 4.69, 0.54)]\n" ] } ], "source": [ "# this looks like the following (first 5 entries):\n", "print(atm.resonances_oxygen[:50])\n", "print(atm.resonances_water[:5])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Both, oxygen and water vapor lines are defined via an amplitude (aka line strength), $S$, their width, $\\Delta f$, and profile shape, $F$. For the shape $F$, which depends on $\\Delta F$, there is another parameter $\\delta$ which is a kind of correction parameter. The function $N_\\mathrm{D}^{\\prime\\prime}$ returns the Debye absorption spectrum. The following Python helper functions implement this." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Examples" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Oxygen pressure: 1002.96 hPa, Water vapor partial pressure: 10.04 hPa\n" ] } ], "source": [ "# Example: Standard atmosphere\n", "_freqs = np.arange(1, 1000, 1)\n", "freq_grid = _freqs * apu.GHz\n", "total_pressure = 1013 * apu.hPa\n", "temperature = 290 * apu.K\n", "rho_water = 7.5 * apu.g / apu.m ** 3\n", "\n", "pressure_water = atm.pressure_water_from_rho_water(temperature, rho_water)\n", "pressure_dry = total_pressure - pressure_water\n", "\n", "print(\n", " 'Oxygen pressure: {0.value:.2f} {0.unit}, '\n", " 'Water vapor partial pressure: {1.value:.2f} {1.unit}'.format(\n", " pressure_dry, pressure_water\n", " ))\n", "\n", "atten_dry, atten_wet = atm.atten_specific_annex1(\n", " freq_grid, pressure_dry, pressure_water, temperature\n", " )" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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iIiIiomAxoG/MGsitGDk5OXj22WexYMECtLS0YMWKFbjrrrtQWFiIZ5991ulr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\nXkRERNJCVvcQLV26lNatW7Nu3UGcckoNLlyxIkyXq/EurrKHH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"text/plain": [ "<matplotlib.figure.Figure at 0x7fd425ff6240>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.close()\n", "plt.figure(figsize=(14, 9))\n", "plt.plot(_freqs, atten_dry.to(cnv.dB / apu.km).value, 'r-', label='Dry air')\n", "plt.plot(_freqs, atten_wet.to(cnv.dB / apu.km).value, 'b-', label='Wet air')\n", "plt.plot(_freqs, (atten_dry + atten_wet).to(cnv.dB / apu.km).value, 'k-', label='Total')\n", "plt.semilogy()\n", "plt.xlabel('Frequency [GHz]')\n", "plt.ylabel('Specific Attenuation [dB / km]')\n", "plt.xlim((1, 999))\n", "plt.ylim((5.e-3, 0.9e5))\n", "plt.grid()\n", "plt.legend(*plt.gca().get_legend_handles_labels(), loc='upper left')\n", "plt.title(\n", " 'Specific attenuation for standard conditions, according to ITU-R P.676 (10), annex 1',\n", " fontsize=16\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At large heights (small pressure) the oxygen resonances are \"resolved\":" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(<Quantity 1002.9630826026765 hPa>, <Quantity 10.036917397323489 hPa>)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pressure_dry, pressure_water" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Oxygen pressure: 61.99 hPa, Water vapor partial pressure: 0.00 hPa\n" ] } ], "source": [ "# Example: Large height\n", "_freqs = np.arange(50, 70, 0.01)\n", "freq_grid = _freqs * apu.GHz\n", "height = 20. * apu.km\n", "profile_at_height = atm.profile_highlat_summer(height)\n", "temperature, total_pressure, rho_water, pressure_water, _, _, _ = profile_at_height\n", "temperature = temperature.squeeze()\n", "total_pressure = total_pressure.squeeze()\n", "pressure_water = pressure_water.squeeze()\n", "pressure_dry = total_pressure - pressure_water\n", "\n", "print(\n", " 'Oxygen pressure: {0.value:.2f} {0.unit}, '\n", " 'Water vapor partial pressure: {1.value:.2f} {1.unit}'.format(\n", " pressure_dry, pressure_water\n", " ))\n", "\n", "atten_dry, atten_wet = atm.atten_specific_annex1(\n", " freq_grid, pressure_dry, pressure_water, temperature\n", " )" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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OEBcX1/w7ISGhxfWbb76ZlStXcubMGV599VWys7MZPny4x7Q2b97MggULGDZs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\n3wIrVgDHjzdMrbvxRmDkSGDgQMDZuWPjAexgUwWVS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"text/plain": [ "<matplotlib.figure.Figure at 0x7fd425fb6198>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.close()\n", "plt.figure(figsize=(14, 9))\n", "plt.plot(_freqs, atten_dry.to(cnv.dB / apu.km).value, 'r-', label='Dry air')\n", "plt.plot(_freqs, atten_wet.to(cnv.dB / apu.km).value * 1000, 'b-', label='Wet air * 1000')\n", "plt.plot(_freqs, (atten_dry + atten_wet).to(cnv.dB / apu.km).value, 'k-', label='Total')\n", "plt.semilogy()\n", "plt.xlabel('Frequency [GHz]')\n", "plt.ylabel('Specific Attenuation [dB / km]')\n", "plt.xlim((51, 69))\n", "plt.ylim((1.1e-4, 9e0))\n", "plt.grid()\n", "plt.legend(*plt.gca().get_legend_handles_labels(), loc='upper left')\n", "plt.title(\n", " 'Specific attenuation at 20 km height, according to ITU-R P.676 (10), annex 1',\n", " fontsize=16\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Path attenuation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note, to convert between attenuation, $\\gamma$, and (zenith!) opacity, $\\tau$, use\n", "\n", "\\begin{eqnarray}\n", "\\gamma [\\mathrm{dB}] &=& 10\\log_{10} \\gamma\\\\\n", "\\gamma &=& 10^{\\gamma [\\mathrm{dB}] / 10}\\\\\n", "\\gamma &=& e^{-\\tau\\cdot \\mathrm{AM}},\\qquad \\mathrm{AM}=\\frac{1}{\\sin\\delta}\\\\\n", "\\tau &=& -\\frac{1}{\\mathrm{AM}}\\ln\\gamma\n", "\\end{eqnarray}" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Terrestrial paths\n", "\n", "This assumes that only one atmospheric layer (i.e., a single set of pressures/temperatures) is involved. Total attenuation is simply the product of path length with specific attenuation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Slant paths\n", "Calculate total attenuation for an arbitrary path through Earth's atmosphere by raytracing through multiple atmospheric layers. Note, that we also calculate the equivalent blackbody radiation of the atmosphere. Each layer contributes to Tebb (multiply its temperature with absorption coefficient, $\\kappa=1-\\gamma$) but attenuates the radiation of all previous layers. Another auxillary quantity that our code provides is the refraction angle, the amount of bending the ray experiences." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The internal helper function '_prepare_path' sets the path of propagation up. It is not exposed via the public API (and as such, you should not rely on it). Here, we just use it to show, how the slant path looks like. This could be used to find correct start elevation angle and maximal path length for a terrestrial path that crosses multiple layers. Plotting an example:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "total path length 1: 391.9 km\n", "total path length 2: 59.8 km\n" ] }, { "data": { "image/png": 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30Ah8Q4cVmFVKNQL32iboN4A/BbxYKcF/oLV+29bdQ2Sa7+9OczwxSIIgCILg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\nv5ZEZaetvwAAAABJRU5ErkJggg==\n", "text/plain": [ "<matplotlib.figure.Figure at 0x7fd426a72c50>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "elevation = 10 # deg\n", "obs_alt = 300. # m\n", "path_params_1, _ = atm.atm._prepare_path(\n", " elevation, obs_alt, atm.profile_highlat_winter\n", " )\n", "elevation = 20 # degrees\n", "obs_alt = 300. # meters\n", "path_params_2, _ = atm.atm._prepare_path(\n", " elevation, obs_alt, atm.profile_highlat_winter, max_path_length=60.\n", " )\n", "\n", "print('total path length 1: {:5.1f} km'.format(sum(t[3] for t in path_params_1)))\n", "print('total path length 2: {:5.1f} km'.format(sum(t[3] for t in path_params_2)))\n", "\n", "radii_1 = np.array([t[4] for t in path_params_1])\n", "angles_1 = np.array([t[6] for t in path_params_1])\n", "radii_2 = np.array([t[4] for t in path_params_2])\n", "angles_2 = np.array([t[6] for t in path_params_2])\n", "layer_angles = np.linspace(0, 2 * np.pi, 360)\n", "\n", "x1, y1 = radii_1 * np.sin(angles_1), radii_1 * np.cos(angles_1)\n", "x2, y2 = radii_2 * np.sin(angles_2), radii_2 * np.cos(angles_2)\n", "\n", "plt.close()\n", "fig = plt.figure(figsize=(14, 6))\n", "plt.plot(x1, y1, 'b-')\n", "plt.plot(x2, y2, 'r-')\n", "for r in np.linspace(radii_1[0], radii_1[-1], 10):\n", " plt.plot(r * np.sin(layer_angles), r * np.cos(layer_angles), 'k--', alpha=0.5)\n", "\n", "plt.xlim((x1[0], x1[-1]))\n", "plt.ylim((y1[0], y1[-1]))\n", "plt.title('Path propagation through layered atmosphere')\n", "plt.xlabel('Projected distance (km)')\n", "plt.ylabel('Distance to Earth center (km)')\n", "plt.gca().set_aspect('equal')\n", "plt.show()\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now do the path propagation calculations." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refraction for Winter, Elevation: 90 deg: -0.0 deg arcsec\n", "Refraction for Summer, Elevation: 90 deg: -0.0 deg arcsec\n", "Refraction for Winter, Elevation: 15 deg: -237.3 deg arcsec\n", "Refraction for Summer, Elevation: 15 deg: -247.8 deg arcsec\n" ] }, { "data": { "image/png": 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sgG5u0LGjzpx1+XKun0pAAOzbp393d4ePPzbl+phCk+uJ5UhdWp4Es0KIvLNr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CLw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"text/plain": [ "<matplotlib.figure.Figure at 0x7fd425ee6828>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "elevation = 5 * apu.deg\n", "obs_alt = 300 * apu.m\n", "_freqs = np.arange(0.1, 100, 1)\n", "freq_grid = _freqs * apu.GHz\n", "\n", "cases = [\n", " # elevation, profile, label, linestyle\n", " (90 * apu.deg, atm.profile_highlat_winter, 'Winter, Elevation: 90 deg', 'b-'),\n", " (90 * apu.deg, atm.profile_highlat_summer, 'Summer, Elevation: 90 deg', 'r-'),\n", " (15 * apu.deg, atm.profile_highlat_winter, 'Winter, Elevation: 15 deg', 'b--'),\n", " (15 * apu.deg, atm.profile_highlat_summer, 'Summer, Elevation: 15 deg', 'r--'),\n", " ]\n", "\n", "plt.close()\n", "fig = plt.figure(figsize=(16, 16))\n", "axes = [fig.add_subplot(2, 2, i) for i in range(1, 5)]\n", "for elevation, profile, label,linestyle in cases:\n", " \n", " total_atten, refraction, tebb = atm.atten_slant_annex1(\n", " freq_grid, elevation, obs_alt, profile, t_bg=2.73 * apu.K\n", " )\n", " opacity = atm.opacity_from_atten(total_atten, elevation)\n", "\n", " print('Refraction for {}: {:.1f} arcsec'.format(label, refraction * 3600))\n", "\n", " axes[0].plot(_freqs, total_atten.to(cnv.dB).value, linestyle, label=label)\n", " axes[1].plot(_freqs, (-total_atten).to(cnv.dimless).value, linestyle, label=label)\n", " axes[2].plot(_freqs, opacity.to(cnv.dimless).value, linestyle, label=label)\n", " axes[3].plot(_freqs, tebb.to(apu.K).value, linestyle, label=label)\n", " \n", "axes[0].semilogy()\n", "axes[2].semilogy()\n", "axes[0].legend(*axes[0].get_legend_handles_labels(), loc='upper left', fontsize=8)\n", "axes[0].set_ylabel('Total attenuation [dB]')\n", "axes[1].set_ylabel('Total gain')\n", "axes[2].set_ylabel('Zenith opacity')\n", "axes[3].set_ylabel('Tebb [K]')\n", "axes[0].set_ylim((2e-2, 9e2))\n", "axes[1].set_ylim((0, 1))\n", "axes[2].set_ylim((3e-3, 9e1))\n", "axes[3].set_ylim((0, 310))\n", "\n", "for idx, ax in enumerate(axes):\n", " ax.grid()\n", " ax.set_xlim((1, 99))\n", " if idx >= 2:\n", " ax.set_xlabel('Frequency [GHz]')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Atmospheric attenuation: Annex 2\n", "\n", "The numerical routines in Annex 1 are relatively time consuming. For frequencies below 350 GHz, ITU-R P676 (10) therefore provides lower-accuracy but more efficient algorithms that describe the attenuation spectrum via \"ad-hoc\" functions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Specific attenuation\n", "\n", "Again, we first need the specific attenuation which describes the attenuation per path length within one fixed atmospheric layer." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example: Comparison Annex 1 vs. Annex 2 for standard atmosphere" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Oxygen pressure: 1002.96 hPa, Water vapor partial pressure: 10.04 hPa\n" ] } ], "source": [ "# Example: Standard atmosphere\n", "_freqs = np.arange(1, 350, 0.5)\n", "freq_grid = _freqs * apu.GHz\n", "total_pressure = 1013 * apu.hPa\n", "temperature = 290 * apu.K\n", "rho_water = 7.5 * apu.g / apu.m ** 3\n", "pressure_water = atm.pressure_water_from_rho_water(temperature, rho_water)\n", "pressure_dry = total_pressure - pressure_water\n", "print(\n", " 'Oxygen pressure: {0.value:.2f} {0.unit}, '\n", " 'Water vapor partial pressure: {1.value:.2f} {1.unit}'.format(\n", " pressure_dry, pressure_water\n", " ))\n", "\n", "atten_dry, atten_wet = atm.atten_specific_annex1(\n", " freq_grid, pressure_dry, pressure_water, temperature\n", " )\n", "simple_atten_dry, simple_atten_wet = atm.atten_specific_annex2(\n", " freq_grid, total_pressure, rho_water, temperature\n", " )\n", "\n", "atten_tot = atten_dry + atten_wet\n", "simple_atten_tot = simple_atten_dry + simple_atten_wet" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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//qb58z/Nob9p/vxN8xd9tEGklFJKKaWUilnaIFJKKaWUUkrFLN8/mFVEjN8/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\npCNGN98cGFf6g112tpan3ru36EjPnj36f8Y52Bk8OP/2JZdYN+gpzPE3v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"text/plain": [ "<matplotlib.figure.Figure at 0x7fd426b132e8>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.close()\n", "plt.figure(figsize=(14, 9))\n", "plt.plot(_freqs, atten_dry.to(cnv.dB / apu.km).value, 'r-', label='Dry air, Annex 1')\n", "plt.plot(_freqs, atten_wet.to(cnv.dB / apu.km).value, 'b-', label='Wet air, Annex 1')\n", "plt.plot(_freqs, atten_tot.to(cnv.dB / apu.km).value, 'k-', label='Total, Annex 1')\n", "plt.plot(_freqs, simple_atten_dry.to(cnv.dB / apu.km).value, 'r--', label='Dry air, Annex 2')\n", "plt.plot(_freqs, simple_atten_wet.to(cnv.dB / apu.km).value, 'b--', label='Wet air, Annex 2')\n", "plt.plot(_freqs, simple_atten_tot.to(cnv.dB / apu.km).value, 'k--', label='Total, Annex 2')\n", "plt.semilogy()\n", "plt.xlabel('Frequency [GHz]')\n", "plt.ylabel('Specific Attenuation [dB / km]')\n", "plt.xlim((1, 349))\n", "plt.ylim((5.e-3, 6e1))\n", "plt.grid()\n", "plt.legend(*plt.gca().get_legend_handles_labels(), loc='center right')\n", "plt.title(\n", " 'Specific attenuation for standard conditions, according to ITU-R P.676 (10), annex 1 vs. 2',\n", " fontsize=16\n", " )\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Path attenuation\n", "#### Terrestrial paths\n", "\n", "Use same formula as for Annex 1." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Slant paths\n", "\n", "For the simplified algorithm, no raytracing is performed. Instead, one works with an effective atmosphere, consisting of one hypothetical layer. For this, ITU-R P.676-10 provides formulae to calculate the effective path length (for dry and wet air), the so-called equivalent height, that leads to the correct total attenuation if the specific attenuation of the ground is plugged-in." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example: equivalent heights of standard atmosphere" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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mBx54QEuXLlVtba1Gjx6tK6+8UqeddlreZerW4/dQ0krXvffeq3bt2umxxx7T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\n1a+kb387+nP23tuXJF97beXaBQDV8PDDvgfnoIO6f/yAA/w488cfr26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"text/plain": [ "<matplotlib.figure.Figure at 0x7fd4260d26a0>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Example: Standard atmosphere\n", "_freqs = np.arange(1, 350, 0.5)\n", "freq_grid = _freqs * apu.GHz\n", "total_pressure = 1013 * apu.hPa\n", "h_dry = atm.equivalent_height_dry(freq_grid, total_pressure)\n", "h_wet = atm.equivalent_height_wet(freq_grid, total_pressure)\n", "\n", "plt.close()\n", "plt.figure(figsize=(14, 9))\n", "plt.plot(_freqs, h_dry.to(apu.km).value, 'r-', label='Dry air, Annex 1')\n", "plt.plot(_freqs, h_wet.to(apu.km).value, 'b-', label='Wet air, Annex 1')\n", "plt.xlabel('Frequency [GHz]')\n", "plt.ylabel('Equivalent height [km]')\n", "plt.xlim((1, 349))\n", "plt.ylim((0, 24))\n", "plt.grid()\n", "plt.legend(*plt.gca().get_legend_handles_labels(), loc='upper right')\n", "plt.title(\n", " 'Equivalent height for standard conditions, according to ITU-R P.676 (10), annex 2',\n", " fontsize=16\n", " )\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With this, the total attenuation is easily calculated, just correct for Air mass (elevation)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Example: total path attenuation for standard atmosphere (Annex 1 vs. 2)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# Example 2: Standard atmosphere\n", "_freqs = np.arange(1, 350, 0.5)\n", "freq_grid = _freqs * apu.GHz\n", "elevation = 15. * apu.deg\n", "obs_alt = 300. * apu.m\n", "\n", "profile_at_0m = atm.profile_standard(0. * apu.m)\n", "temperature, pressure_total, rho_water, pressure_water, _, _, _ = profile_at_0m\n", "\n", "pressure_dry = pressure_total - pressure_water\n", "h_dry = atm.equivalent_height_dry(freq_grid, pressure_dry)\n", "h_wet = atm.equivalent_height_wet(freq_grid, pressure_dry)\n", "\n", "simple_atten_dry, simple_atten_wet = atm.atten_specific_annex2(\n", " freq_grid, total_pressure, rho_water, temperature\n", " )\n", "simple_atten_tot_slant = atm.atten_slant_annex2(\n", " simple_atten_dry, simple_atten_wet, h_dry, h_wet, elevation\n", " )\n", "simple_opacity_tot_slant = atm.opacity_from_atten(simple_atten_tot_slant, elevation)\n", "\n", "atten_tot_slant, _, _ = atm.atten_slant_annex1(\n", " freq_grid, elevation, obs_alt, atm.profile_standard, t_bg=2.73 * apu.K\n", " )\n", "opacity_tot_slant = atm.opacity_from_atten(atten_tot_slant, elevation)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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T3d3dtLe3l1scRVGUQ6jJXHZqaZxSFEVxK1VvMrdq1aqaWM7r7e0FoKenp8yS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\niroYLAr0895G0dGzUuNyzuWZ2W+BJ8ysH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"text/plain": [ "<matplotlib.figure.Figure at 0x7fd41fb65198>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.close()\n", "fig = plt.figure(figsize=(14, 6))\n", "ax1 = fig.add_subplot(121)\n", "ax2 = fig.add_subplot(122)\n", "ax1.plot(_freqs, atten_tot_slant.to(cnv.dB).value, 'k-', label='Annex 1')\n", "ax1.plot(_freqs, simple_atten_tot_slant.to(cnv.dB).value, 'r-', label='Annex 2')\n", "ax2.plot(_freqs, opacity_tot_slant.to(cnv.dimless).value, 'k-', label='Annex 1')\n", "ax2.plot(_freqs, simple_opacity_tot_slant.to(cnv.dimless).value, 'r-', label='Annex 2')\n", "ax1.semilogy()\n", "ax1.set_xlim((1, 349))\n", "ax1.set_ylim((1.e-1, 9.e2))\n", "ax2.semilogy()\n", "ax2.set_xlim((1, 349))\n", "ax2.set_ylim((5.e-3, 9.e1))\n", "ax1.grid()\n", "ax2.grid()\n", "ax1.legend(*ax1.get_legend_handles_labels(), loc='lower right')\n", "ax2.legend(*ax2.get_legend_handles_labels(), loc='lower right')\n", "ax1.set_xlabel('Frequency [GHz]')\n", "ax2.set_xlabel('Frequency [GHz]')\n", "ax1.set_ylabel('Total attenuation [dB]')\n", "ax2.set_ylabel('Opacity')\n", "plt.suptitle(\n", " 'Total attenuation for standard conditions, according to ITU-R P.676 (10), annex 1 vs. 2',\n", " fontsize=16\n", " )\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python [Root]", "language": "python", "name": "Python [Root]" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 0 }