{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from __future__ import division, print_function\n", "\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as nc\n", "import numpy as np\n", "from IPython.display import display, Math, Latex\n", "\n", "from salishsea_tools import (\n", " nc_tools,\n", " viz_tools,\n", ")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [], "source": [ "u_vel = nc.Dataset('/data/dlatorne/MEOPAR/SalishSea/nowcast/14aug15/SalishSea_1h_20150814_20150814_grid_U.nc')\n", "v_vel = nc.Dataset('/data/dlatorne/MEOPAR/SalishSea/nowcast/14aug15/SalishSea_1h_20150814_20150814_grid_V.nc')\n", "w_vel = nc.Dataset('/data/dlatorne/MEOPAR/SalishSea/nowcast/14aug15/SalishSea_1h_20150814_20150814_grid_W.nc')\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ ": name = 'depthu', size = 40\n", "\n", ": name = 'y', size = 898\n", "\n", ": name = 'x', size = 398\n", "\n", " (unlimited): name = 'time_counter', size = 24\n", "\n", ": name = 'tbnds', size = 2\n", "\n" ] } ], "source": [ "nc_tools.show_dimensions(u_vel)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[u'depthu', u'nav_lat', u'nav_lon', u'time_counter', u'time_counter_bnds', u'u_wind_stress', u'vozocrtx']\n" ] } ], "source": [ "nc_tools.show_variables(u_vel)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[u'depthv', u'nav_lat', u'nav_lon', u'time_counter', u'time_counter_bnds', u'v_wind_stress', u'vomecrty']\n" ] } ], "source": [ "nc_tools.show_variables(v_vel)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[u'depthw', u'nav_lat', u'nav_lon', u'time_counter', u'time_counter_bnds', u'vovecrtz']\n" ] } ], "source": [ "nc_tools.show_variables(w_vel)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [], "source": [ "ugrid = u_vel.variables['vozocrtx']\n", "vgrid = v_vel.variables['vomecrty']\n", "zlevels = u_vel.variables['depthu']\n", "timesteps = u_vel.variables['time_counter']" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ccYVu0pDzaedp164dRxVq06YN7r33Xs7z2GOP8fH33nsvSxN17twZf/zjHwGo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7+wMA3NzchC3T6/Xo169fxRdc3nLvSf6HZ8yNWVHcpKyCszxuYkzBV6vVJoXne/bsETEQNzc3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1atWKpUKZ4+fZrbtm0TvJxKpWLbtm1paGhIf39/2tjYEAAtLS0pSRINDAy4fft2kuS0adOE\nfl1aWhrXrl0r6nT37l0xOT169EjHaUSe2T43N1cnK0zhPKQl+O8hJydHx5HHy8tLPNe4uDgdx4sS\n/Ldx9uxZNmjQgDExMezTpw+rVKlCe3t7zpkzh/r6+ty4cSMzMzP50Ucf0cTEpFiFGbwOH9Rk98sv\nv3DKlCn08vLijh07+OOPP/LGjRs8c+YM161bxwMHDtDLy4uHDx/m8uXLmZiYyLt373LXrl0MDg7m\n8+fPef78ed6+fZt5eXl0d3fn6dOnKUkSk5KSePHiRaampjInJ4d3794Vu5P4+HjhgahWq+nt7S1W\nOJmZmTp8l3ygkK+ClEql2NXk5+eLnWZmZibDw8OZlJREHx8f5ufnMycnh1WqVOGxY8coSRLXr1/P\n+vXrMyQkhNevX2fp0qVpbW1NkjQ1NeWYMWMEr2JsbCx2ZRcuXGD//v0pSRLz8/M5YMAAsUOzt7fX\nqWdRE9U/lftJSUkRv5Wfn6/jsPJX5HUkSdLZdcvLpaeni7hClUqlI08kL/dP6pCTk6MzgcsH9+Iw\n0MvrKpf4UalUOlJH8gWKfJCSl0lISBDPs7BXa2H5muKON8nZyT2qc3NzhVcxqdsu8v6QmZkprEKF\n++67xN9pB3Nzc/r7+zM2NpYdO3ZkaGgoc3Nz2bFjR3p6epLUJH5fvXp1sbfIJCYmflicXd26deHh\n4YFGjRqhTZs2cHV1hVKpRLt27RAcHAw/Pz988skniI6Ohq2tLUqXLo1Xr17h1KlTiI+PR3R0NK5c\nuYJ79+4hLi4O9vb2OHLkCHJzc3H69Gls3boVMTExcHd3h6WlJVxcXBAXF4dt27YJ/u7KlStYtWoV\n0tLSkJGRgW3btokYvkePHgkJkKysLKxZswZ5eXlQqVSYPHkyrl+/DgBYsWIFTE1NUVBQgI0bN6JT\np06QJAkuLi7o3r07duzYgT179qBSpUoYP348EhMTsWLFCixYsAC+vr6YNWsWHj9+DFtbW1SqVAkd\nOnQQXFX9+vXh5OSEtLQ0hIaGIisrCxYWFkhKSoJKpcLcuXMRExOD9PR0DB06FCEhIShTpgy++uor\nEYd26tQprFmzBoCGa9RKeAAaTkybYurOnTtCSkalUonUYwBw+fJlJCYmAtCkRnNxcQHweokfbdyX\nl5cXfH19AWj4Mnls46FDh8TxnTt3EB0dDQCIjo6GnZ2dOCeX+LGxsRFyRIUlfuRxUKdPn9aRGdLG\nnmVkZODMmTOinLYPvE8cPnxY1MHZ2VnEOcbHx+PKlSuijzo4OADQyBeNGzcOJBESEoLPP/8cz549\nQ25uLoYNGyb4t23btmHkyJFQKBTw8/NDy5YtERISApIYN26cjlTVh45z586JFGv+/v5Cqio/P1/E\nMgLAkSNHRCyiq6urkEtKSkrSkfgprujQoQMmTpwIS0tLHD16FIsXL8YPP/yAu3fv4vLly+jXrx86\nd+6MXr16oV27djh79qyIBy5ukPsL/A6vmwGL8wf/M2MWlsUpLEyphfz/kiTpeJT9kSzQ2xCclO8W\nvL29OXXqVLq7uzMkJISlS5dm586d6ezszEaNGhEAFyxYwGXLlhEAZ86cyfDwcOrr67NWrVq8d+8e\nR4wYQQBcvHgxjxw5QgDs1q0b4+Pj2aZNG5YqVYobN27k2bNnCYDt2rVjXl4ey5YtS2NjY2G2bNq0\nKZOTk6lWq1mjRg2RAHnlypV0cnIiqQlD+O2338S9aFUYSN3wAq07egmKDyRJ0nlf3N3dRVqnmzdv\n0tbWlhkZGXz69CknT55MFxcXKpVKmpqacv/+/czKyqKTkxMXLVpUbGPFSvDPoR0fOnbsyBMnThAA\nGzduTB8fH+rp6bFSpUq0t7cXfN706dOL9TuOD8mM+SFA7uiyefNmOjg4UJIk2tjY0NDQkJs2baJS\nqWTLli1paGjIU6dO0cHBgQA4cOBAZmVlsUaNGmzQoAHDwsI4a9YslipVSgT9NmjQgM2aNWNGRgaP\nHj3K8uXLMyQkhOnp6axYsaLQ5Vu8eDGDg4NJajg7uVlTnguzuAWOluDNQz6AKRSKIsMRSvBhYdOm\nTWzQoAHj4uI4Z84cVq5cmQ8ePOC1a9cIgEuXLqUkSZw+fTrHjh1b7Dn5oia7/6QZs2XLlqhRowYu\nXbqEAQMGoEmTJti9ezcWLVqE7t2747vvvoO1tTXGjh2Lzp07w8fHB0uWLEH//v1x69YtHD9+HFOn\nTsX27dsRHh6OPXv2YPr06SAJT09PzJo1CzExMcjOzsaBAweE2TEgIAAHDx4EoEkrtmvXLqHifP/+\nfaFQnJmZKZTOScLW1laYnM6ePYv09HSUKlUKhw4dwqtXr/DLL78gOzsbERER8PHxgZubG2bPno2g\noCBkZWXhwYMH+Prrr+Hq6orhw4fj1KlTuHLlCipVqoQbN26gcePGePz4MU6cOIFhw4YB0JhaTp06\nhUqVKiE+Ph6bN2+GsbExEhISsHPnTjRq1AgAMHnyZDRo0AAAUKVKFXTu3Fm0c/Xq1YXKQXZ2NtLT\n08U5bfotQGO6lGc7134HgI4qNf9vwSL+ft1xWFgYwsPDAWjSlGnNjgBEOACgMS1pQyPS0tKE4jsA\nkZ4N0KRe02buj42NFWYmksLMB2jMgVpz1PPnz0UKrsJ1kF+b5O/UG94FHBwcRJs9efIEly5dAqDp\ne1pzGwDRPwEIUyegCVHQPjMfHx9kZWVBT08PmZmZCAwMRJkyZVCqVCmRIs7AwOBd3Na/hvw5/RPI\nn+39+/dFqM2rV68QEhICQGOC177fAODo6Cj6wNOnT4VpPScnR4QhvGv8lXbQ3ltqaiouX76MWrVq\nITg4GM7Ozmjfvj1cXV2xZcsWrFixAnp6eqhTpw52796NUqWK57ShUqkQHBxc5PniWes/gaWlJfr0\n6YOvv/4aJ06cwMCBA9GlSxesX78eo0ePRps2bTBu3DiYmpqiWbNmaNu2LcaMGYMGDRqgXr166N69\nO+rUqYPy5cujoKAAKpUKKpUK0dHRcHV1RUJCAtLT03H69Gm4ubkhNjYWXl5e2LJlC7y9vUXc1Y0b\nN5CQkIBbt25h9+7dCA4ORlpaGpYuXQoHBweoVCosXLgQK1asQFxcHKytrTF+/Hjs27cPAQEBWLBg\nAYYNG4aYmBjMmjULn376KebMmYM9e/Zg8ODBuHDhAnbs2AFLS0tMmDABjRs3RunSpfHFF18gLi4O\no0aNgpmZGaytrTFp0iTs2rUL06dPh0KhQPPmzTFq1Cj4+/ujevXq+OWXXzBhwgRUq1YNW7ZsQY8e\nPRAeHg5nZ2fUq1cPfn5+IAljY2MRm7Vs2TIRU3b06FEMGTIEBQUFSExMRLt27QQXd+HCBZw7dw6A\nZvCXx6Rt27ZNDASurq7w8/MT5+R8hq2trThWq9ViICepM5HKJxZJkoosJ59w5f+XJKnIciqVSkj8\nFK6D/Hfl3/H09HwvvIy8DkXVNSsrC48fPwagGbjXrl0LtVqNkJAQ9OjRAy4uLkhPT4eJiQm2/D/2\nvjsqirN9+6ZZEGNB1NhiD5HYe0Q0KhpRiSiKggrW2KNgLCjYwIqCgoAF7HRFYqKowFLEAiggIghK\nFaR3WGB35/r+wH2+GV7Nm7y/FENyncM5AzszzMw+c/f7ug8dIiIiKysrmjt3LonFYoqKiiIdHR3W\ny/hPQON1877n2ngN8UdD8ff7qwyhX4uvvvqKUlJSyNDQkK5du0b29vZkZWVFaWlpZGBgQHPnziVF\nRUXS1NSk0tJSmjdvHvXu3ZtMTEwERtTHgsTERMbl+168z937mH/oXRjzY44ZyyGRSFgoqLi4GM7O\nzoiPj0dVVRUGDhyI6dOnw8/PD5s2bWJUX76+vlBSUoKSkhI8PT2xatUqEBHmzJmD9PR0EBGaN2+O\nGzduYOLEiSAiLFmyhPXm9enTB5mZmRg4cCCICI6OjiwOv2nTJtTU1ICIYGpqCo7jsGbNGpiZmUEm\nkyE3NxeTJ09m1aPfffcdioqKIJVKsXXrVlZ1FhERIQhxvnz5kn0fcr5SORpXovLxR+RF/wrwq0A/\nVvBDT97e3khJSQHQULX39OlTcByHrKwsHDp0iN3PTz/99C8NWBNEbW0tXrx4AU1NTSYDWrRogR9+\n+AH+/v5QVFSEtrY2srOzoampCUVFRezduxePHz9mMuVjBjWlnF15eTni4+NRXl7OKK7kCXeJRCKY\nQJ6bm8sUjlgsZuXTHMcJ2gP4AloikXyQJokvNBoXuHxoDh7/+KqqKqSmpiI7Oxu1tbVITk7G8OHD\n4efnB5lMBktLS7Rt2xYXLlyARCJBx44doampieTkZHh4eEBJSQkXLlyAWCxG8+bNGZXYokWL0Lt3\nb0abpqGhATMzM3Ach6NHj0JbWxv19fV4/vw5pkyZwpSQvb09u76cnBxBsQn/Wf2Lf/EvmgYCAwMx\naNAgLF68GPn5+Vi4cCGICF5eXjh37hwzjAGgS5cuGDNmDOrr63Hv3j0YGBh89PLgQ8rubxnG1NDQ\noGHDhlFAQAD179+fOnXqRFevXqV58+bRJ598Qps3b2bTvbW0tOjWrVs0c+ZMUldXp8DAQLK2tqYB\nAwbQvn37SCQS0cKFC0lbW5tqamro1KlTNGDAAMrMzGQuvpubG0mlUnJwcCBTU1MiaqBfmjx5MhUV\nFVFFRQUtWrSITeG+fPkyC+U9ffqUDAwMSCwWU05ODs2aNYuqqqpIQ0ODTExMKCIigqKiokhFRYV8\nfX0pLy+P7t27R8OHDyc/Pz8aNWoUBQUFsVDquXPn6LPPPiMnJydauHAhrV69mgoLC6mkpIQOHz5M\neXl5JJVKSUNDgxYvXkxSqZSqqqpoxYoVVFZWRioqKmRmZsbyD9988w0bp9OlSxd6+PAhi+VnZmZS\nVlYWKSgo0KtXr9h+RA0tBfKQT1xcHCvtz8vLE8TNo6KiWCgoOzub0YVVV1cL9ktOTmb5srdv37Ic\nm0QiEYQm5Lk8IqLi4mK6desWERFlZWXR5cuX2Wd8mqYLFy5QTk4OETXkXfkjfuThOyKiEydOsNaD\nsLAwlm9pPOJHnpMhash3yO8JgOCekpKSBLnI3xMHDx5kobSbN2+Sm5sbuwY5NRqR8DmkpaWx7+zS\npUssB/vzzz+z1pHS0lLy9vb+Q675z8BvzdmlpKSwfCeR8Hm5urpScXExETW0osjzdHV1dYzm75fQ\neMTPnwn5cxCJRGw9uLq6Unh4ONXU1NCzZ8/owYMHpKSkRGVlZWRiYkJjx46lgoICGj9+PM2dO5eI\niJSVlWnbtm3EcRy1bt2aDA0N2TMpLCykV69efTShWgCCfPV7d/g7/RARsrOzcfDgQUilUlRWVsLJ\nyQkpKSmor6/H9evX4e3tDalUitDQUOzduxcymQwJCQnYt28fXr9+jZSUFDg7O8PHxwcJCQlwc3PD\n3r17ER8fj9OnT8Pc3Bzx8fE4cuQINm3aBB8fH5w/fx4rV67Etm3b8PDhQyxatAjGxsaIi4vDihUr\nMGvWLHh5eeHYsWMYMmQI1q5di+joaLRr1w6dO3dGTEwMRo4cCSLC8uXLsX37dhARvvzyS4SFhUFF\nRQW9evVCcXExJkyYgM8++wzu7u7w9PSElpYWTE1NWVhBXV0dZ8+exaZNm6CiogIrKysEBARAWVkZ\n2traSElJgY6ODhQUFGBnZ4dbt26xicNVVVXo1KkTNDU1UVhYCAcHB7Rv3x5paWmQyWT45JNPcPv2\nbQDAkiVLcOTIEQDAjh07YGBggPr6emRkZKBly5Z49uwZAGD27NlYunQpAODnn3/G5MmTmbc4ZMgQ\nRitmZ2eHEydOAGhoCJ8+fTqzxlatWsXCnNeuXWPHSKVSRl8GgA2gBRq89suXLwP4z2ZoPhVcfn4+\n87Tr6upYI3/j/RqPGZKP+GlMkC2/bwCMbku+34MHD5jlm5qaKmje/j3Bv+6SkhLWVA6AhSgB4T15\ne3tDJpMhMTERGhoaiIiIgEQiQa9evWBubg6O47Bv3z58/fXXgvFGfyf81qbyuro6QRj6Q+uhurpa\n0FTP3+9DkMlkgubzPxMikQgymQxaWlrw8PBAbW0tVFVV0a5dO+zatQvNmzfHp59+iszMTMyZMweL\nFy/G6dOnceDAAVy5cgUzZsyATCaDvr4+2rdvjxcvXqCoqAhEBH19fUilUvz0008YMGDA/5lC8fdC\nVlYWRCJR0wpjfqxonIMKCwtDdnY2ZDIZNm/eDDMzMwQEBCA8PBxKSkoYP348vL29oaurCyKCrq4u\nU0wqKirw9fWFkZERiAjTpk1jMfO2bdsiLCwMmpqaUFJSwpkzZ7Bv3z4QEQwNDSEWi/HFF19ATU0N\nCQkJuHjxIpSVlRESEoKcnByoqqqyWX4rVqxAREQEACA9PV3Aa+nt7c3u5cqVK2xR37x5kx0jP4dc\nqN+7d08gJEJCQtj2gwcPBEJUPl8NELJQfOylzY3xsbzsvxZhYWFM4T969AiBgYEAGr5nf3//v939\n/Iv3IyMjg02ACQ0NBb1jn7Kzs8OmTZswatQoAMDy5ctBRDAzM4OTkxP69++PDRs2oLS0FIMHDwYR\n4eTJk3j9+jVUVVVZ21JycrKAE/djQZNSdj///DOOHz+O0tJSJCcn4+rVq4iPj0ddXR0iIyNx584d\nAA05KG9vb3Ach7q6Oty+fZsJ4pSUFEYDVlVVxWjAgIYGarnAzcvLY16GRCJBUlIS249v4cfGxjJl\nV1RUhOzsbAANgjs+Pp55OrGxsThx4gTi4+NRUFCAe/fuYcSIEcwyX7NmDTQ1NREVFQWxWAw1NTUY\nGxujuroax44dQ48ePZCYmIj09HS0bt2aCaoJEyZg3bp1kEql4DgObdq0YT1ztra2cHZ2BgAEBwcL\nFBB/HtWv7aVqLAz/Kuv1X/yLf/HrYG1tzQpLLl++DFVVVWhrayM5ORmLFy+GoqIiIiIi4OjoCCKC\nnp4eOI7DgAEDMHnyZMhkMsTGxgqUG5/68GPCh5TdH5azU1BQ6K6goCBSUFBIVFBQeK6goLDx3d9H\nKSgoRCkoKMQqKLeIEE4AACAASURBVChEKygojOQds0NBQSFVQUEhWUFBYeqHzr1q1SqysrKiixcv\n0ty5c8nExIRu3bpFenp6NG7cODp9+jStX7+eunfvTmvWrCFHR0fq0qULTZ8+nXx8fEhbW5v69+9P\np0+fJgsLC+rWrRutWLGC7ty5Qzo6OjRx4kSKiYmh/fv3U9++fcnLy4uePHlCo0ePptWrV1NVVRWt\nXLmSdHR0KDMzkzw8PEhbW5uNxtDW1qYffviBANCqVavIwMCASkpKyN/fn/T09KhLly7UsWNH+uab\nb8jT05OioqLo1q1btGHDBlJTUyNra2tKTEyk48eP09atW2n69Onk4OBARUVF9P3335OnpyedP3+e\ndu7cSeHh4RQeHk56enpUXl5OLi4uVF5eTtra2hQTE0NVVVU0YsQIiouLo6SkJJowYQKFh4ezkS5Z\nWVl0+PBhkslkpKysTObm5iwn5eHhwUbtvHnzhhwcHEgqlZKioiIdPnyYCgsLiahhjE9wcDARNeQo\nL1y4wPJvhw4dYi0KwcHBFBERQUQN/W4XL16UGzDk7u7O8nRBQUEsp5ifny/oheNTgj179ozdh0wm\nE4wMkpfcEzXkzuRjaqKjo1lur/GIH0tLS6qsrGT3Kx/RBIBRwRERozwjaujHk/9fjuME+S4/Pz+W\n/8zJyWF9ezExMb9Ma/Q/4L/lqgBQYGAg+79RUVHsWd67d4+uXr0q6In8u+LX5OxOnjzJ2ikSEhIE\neTX+aKi9e/dSUVHR736N/yvCwsJYfrG+vp4sLCzYZxYWFuydu337NvtuHR0dKTAwkObOnUtmZmZ0\n8OBB6tq1K9XU1FBJSQmpqalRVVUVLVq0iDiOI7FYTB06dKCvvvqKFBQUqLq6moYNG0ZVVVXUv39/\nKi4uZiPKqqur2WivjwFisZj27dv34R3epwF/jx8i6kxEQ95tqxHRSyL6gohCiWjau79PJyLRu+0B\nRBRHRCpE1JOIXhGR4nvOi7q6OkZXxXEcIiIimCeVmprKQmxv375lnl1xcTF8fX2RnZ2NkpIS3Lp1\nCyEhISgsLERQUBDOnj2L169f4969e3BxcUFYWBj8/Pzg4uKCa9eu4dixY7C1tcWRI0ewe/durFix\nAuvWrcOuXbswfPhw6Onp4eDBg+jevTt69uyJJUuWYMOGDSAifPrpp/D29sYnn3wCIsLSpUsxb948\nEBEGDx7MphJ07NgRycnJGDJkCJsyLq+OmjVrFhISEqCkpAR1dXW4urpi5syZICKsW7cOwcHBICJ0\n7doVT548wZQpUxjlmPwzfX191NbWom3btpg6dSqqq6uxa9cuDB06FG/fvkVOTg7U1dURExMDoGGM\nj/w5X7p0CYcPHwbHcaivr4eOjg6r3JwwYQLLxZ07dw5LlixhXq6mpiYLmdnY2LCcW15eHpYvX86s\nsdWrVzOP0d7enuXIsrOzce/ePbYfPyeTnp4uyFXxQ6H8Sls5qfZvQXl5ucBq5Ydmc3Jy2P3V1dXh\n8ePH7LPExET2WWVlpSC380eykPyaXNWuXbswdepUAICfnx92794NANi+fTsWLlz40VfZ/Rr8O7wV\nCAoKYtGbL7/8EkZGRoiOjsbQoUNhaGiIgIAAtG3bFu3bt0dFRQV0dXUxZMgQeHt7Y8WKFZg3bx6+\n++47AGDtTcbGxuA4Dr1790ZwcDCAhvdAnt//GPDjjz8y6jP8lWFMIrpBRFOIyJOI5r/720IiuvJu\newcRbePtH0hEY95znj/uaf0fkZGRwYRqYmIi3N3dkZqaiqqqKsyYMQPm5uaIiorCjRs30KpVK2zY\nsAEpKSkYPXo0WrdujQMHDrAEq6amJh4/fozJkydDUVERBw8eZNx0RkZGSE9Ph4qKCoYNG4a0tDTs\n3LkTzZo1g5eXF4CGaeTa2toQi8VwdXXFiBEjUFlZiaioKBgbG7PWA2tra6a0IiIikJCQAKAhRBEb\nG8vujT+ZuKysTJDUP3ToEBOU8kkScoSHh7Nt/tR4juPYtHRA2KvWmPf0X/w+kEgk2Lp1K4CG5y3P\n5zg6Ogqe+b9oOtDV1UVNTQ18fHxAROjZsycOHTqEmTNnYvbs2QAAU1NTEBHmzp0LGxsbEBGGDx+O\nwsJCTJ06Fd27d0dRURFqampYHh/4+N5NubH8lyq7d55a5jsP7zMiyiaiLCJ6Q0Td3+3jSEQmvGPO\nEdHc95wLW7duxcyZMxEeHg4XFxcsXrwYd+7cQVhYGHbt2gUHBwcUFBTAzc0Na9asgUQiQUREBNas\nWYPMzEwUFhbCzs4OAQEB4DgOd+7cgZ2dHYAGb3Dnzp2or6+HTCbDuXPn8PLlSwAN+Ta5Z1JUVAQn\nJyfWX3fw4EFGOu3n58earjMyMnD9+nXIZDJIpVJ4enriypUrKC0tRVBQEG7evIkNGzYgNjYWMpmM\neYTV1dV4+/YtunTpglu3boHjOOjo6OD48eOQyWQ4c+YMli1bxgo+pk2bxrywuro6fPHFF6xoxNnZ\nGVlZWQAaKpb4Xo5YLBYs2v+FKJt/zMf2Avw3/BVN03V1dYJ+xj9zZND7OE7/rpWXvwX8Z1xaWsrW\nrEQiEVTnfmxN9BKJhBkiYrFYMGaIf63vW0MSiYT1Hx8+fBht2rRBYmIiK4Lr1KkTXrx4gW+//Rb9\n+vVDeXk5jh07BiJiHLvjxo3DgwcP/shb/N3xlym7dwouhohmv/s9iIgM3m3PI6J7+LCym/Oe86Fj\nx45o0aIFvv32W3z55ZdQVFSElZUVFi5ciBYtWuCrr77CkiVLoK6ujtatW8PQ0BAdO3YEEWHBggVo\n164diAjz589H//79QUTo1q0bdu7ciebNm4OI4Onpia+++gpEBBMTExw8eBAqKiro2bMnXF1d8dln\nn4GI4ObmBm1tbRARjh49in379kFRURHjxo1DWVkZevbsCSUlJbx58wbW1tZQVFTEpk2b8OzZM7Rq\n1QpjxoxBUFAQhg0bhiFDhuDw4cNYunQpJk+eDBsbG5w4cQLDhg3D/PnzER0djbFjx2LAgAFwdXWF\no6Mj+vbtiwMHDuDp06f44osvoK+vjxs3bmDlypWYOHEizp49C39/f2hqasLd3R0hISHQ09ODubk5\n6uvrYWtri1GjRiE3NxcSiQR9+vRhIcmtW7di1apVEIlEiImJwfz583Hnzh2IRCLo6ekhLS0NIpEI\n8+fPZ7PzDh48CD09PdTV1YHjOAwZMoS9OHZ2drC0tIRIJEJsbCy+//57hISEQCQSYdmyZaioqIBI\nJMKqVauYV3nq1CmYm5uzhfzdd9+xEE1QUBBsbGwgEolQW1uLwMBAiEQiiEQi+Pr6AmgIa508eZIV\n4ty5c4dVnMpkMixdupSFvuTHikQipKenIykpCSKRCCEhIfDz82P7WFpashDnlStXsH//fna+devW\nsfO5u7sjICAAIpEImZmZiIuLg0gkgpubG65fvw6goWBI3rbBv4bf+nvje/hv+69YsQKWlpYICgqC\ngYEBNm3aBKlU+j///4/ld3t7+/d+vmfPHvb7jh07GPnCxYsXYW1tzfY3NTX9qO7n7Nmz+Prrr5Gb\nm4tHjx7h8OHDEL1b7wcPHmT7Hzx4EHV1dez+5Ot/2bJlmD9/PlavXg17e3vo6OjAzs4ORIQhQ4bA\ny8sLn3/+OTZu3Ihr167B0NAQo0ePZmHM+fPnY/jw4Xj48CEA4IcffsDFixc/mucjEolgb2+P3bt3\nY/fu3dDS0vprlN27/NsdItrE+1sFb1uBiMrfbW8nou28zwKJaPR7zgmgoexV7kUUFBSwHI9YLGYs\n/lKpFDExMeA4DhzH4cWLF3j79i04jsOrV6/YkNQXL14gICAAr1+/xuPHj3Hjxg34+Pjgp59+gp+f\nHxwdHWFvb49Tp07BxsYGixYtwvr16/HDDz9g/PjxGDFiBIyMjLBu3To0a9YM/fv3h6mpKSZNmgQF\nBQWMGjUKtra2UFBQgJqaGjZv3ozhw4ezsRrHjx8HEeGTTz5BSEgIOnToACLCgQMH8P3334OIMG7c\nOGaRtW3bFo6Ojhg7diyjC7t9+zaICO3atUN0dDS++eYbpozv378PIsLZs2dRX18PdXV1nDt3ji1e\nU1NTSCQSxMTEYPjw4ay6UkdHh1WcnjlzhimtkpISrFu3jj3/SZMmITo6GkCDsJFXftbU1EBHR4dZ\n0Vu2bGFe8rNnz3Ds2DG2aOWT0wHAzc2NeZXh4eEsHws0hIflKCsrEyx8vofCt4BlMpng9w+1NvBz\ndI3HRvF7rOrq6gQeUuNBqvxz/FnhQf5z+DUYN24cNm3ahLq6OvTu3VswsunvjN/6HJoiXr58yZ6D\n3FAPCgqCkpIStLS0YGtri169eqFfv37gOA56enpsusH3338PJSUlTJo0CVlZWTh27BiUlZWZdxcf\nH/8X3tl/h7yaFH+msnunyC4RkX2jvz8lognvticTUfS7bXmBSjMi6kVEr4lI4T3nBdCg1OR5p8bC\njB+m4wsbqVQq4GrkC6xfmoHHF4L84xsL19DQUJSUlEAqleLOnTu4dOkS8vPzkZubi2XLlsHT0xMV\nFRWws7PDjBkzcOfOHVRXV6N79+4wMDBAYmIinJ2d0bx5c+zfvx/FxcVo06YNtLW1kZqaChMTE3Tu\n3Bk//fQT0tLSQESwsLBAfX09duzYga5du7I8TJ8+fbB3714ADYrq0KFDABoWq7w1A2iYZSWPdUdF\nRTFhLRaLBTk1fpikpqZGEK6MjIxk2/IeHKBBQcjDKABYC4f8efGf8985FPp3xNKlS1FYWIjXr18L\neE7/RdOCg4MDJBIJM3h1dXXh4uIiKGYbMWIEWrRogbCwMDg7OzPiC47jYGlpyaI2fweIxeK/RNlp\nExH3ToHFvvuZTkQjiOjxu78/JKKhvGMsqaEKM5neVWy+57yYMGEC2rdvj3PnzsHU1BSdOnXCmTNn\ncOTIEYwePRpr165FSEgITE1NMXToUBQUFMDOzg59+/ZloSldXV2cOnUKRUVFMDc3x4IFC8BxHPz8\n/DBu3DgUFRXhzZs3mDZtGh4+fAipVIrdu3fD1tYWAHDr1i0YGhqitrYW2dnZ+Oabb5Ceng6ZTAYz\nMzMWavvxxx9hZWUFjuNQWFiINWvWMOtoz5498PX1xcOHDxEQEIC0tDSsXbsWIpEISUlJcHd3h52d\nHaKjo/H8+XMsXrwY4eHhyM/Px6lTp+Ds7IyMjAxIpVIsXboU/v7+KCsrY4M35QZAcnIyXr16xTxc\nOS8n0OCJ8CsX+cqpqKiIKXqxWCxQ7vx8QWlpKVOYVVVVAs+Jb3jU1tYyRVZbWyvo1/uQ4SHPncrB\nV4r8v/+34bsf2rfx9oc++9A1NDaGPrQtz9kCDcU+/B5NfkVpaGiowAj4I9C4OOifAL6BFx0dzQqi\nCgoKWL9tY4SHh39UhTtZWVnMmJTJZIIqZf6a5F9zQUEBJBIJfH190b17d2RmZrIIkYWFBWNNkhu9\n27dvx+jRo1keMzAwUPDey/t4P2b8pQUqv+cPEWHx4sXo2bMn/Pz8sGrVKnTs2BG7d+/G+vXr0b9/\nf+jp6WHVqlXQ0tJihMiamppQUFCAiYkJevTowawceS6vU6dOLPRHRNizZw/atm0LIsKaNWtYKX/P\nnj1hZ2cHRUVFEBH8/f3Z+Xbt2oW1a9eCiPDFF18gOjoaqqqqICLExsZi8uTJ7Nx+fn4gIgwbNgyl\npaXo3LkzWrVqhdzcXKxcuRJqamosx9amTRvMnj0btbW16NGjB7p27Qp/f3/s2rULampqOHfuHF69\neoXmzZtj+PDhSExMxNq1a6Gqqgo/Pz+UlJRAWVkZVlZWAAB9fX0YGBhAJpPB19cXnTt3RkFBAWti\nl4dAzMzMmHcYFBSEsWPHskbSjh07sjyYoaEh2+/69euC0GWXLl1YcczGjRtx/vx5AA2TzufPn88U\njKamJnupjI2NWY7A19eXlcgDwPTp05niOXToEPz9/QE0TJXgN7zy8zD+/v7MwKiqqhKE7Pj0Y35+\nfuxFzs3NZQYLx3ECZhk3NzcmDDIyMnDjxg0AYAVNcnh6ejLBk5mZyfJEb968YQKW4zjBwNy7d+/+\nT8rut4TvOI6DlpYWhgwZ0uQIAT70HPjf88OHD5mxlpeXh6ioqPceExwc/JtbVv5IpKWlsTC+RCIR\nlP3z1/7q1atZTnju3LlYtmwZ3Nzc0K1bN3Tp0gVbt25Fjx498Nlnn7Hq7O7du8PV1RVWVlZQU1PD\ngAEDEB0djZSUFKiqqrL2mvv37/+pBVX/C5qUsgMaPAa50JNKpYKcCr+6Sh5WlB8j/0wsFiM7Oxsc\nx6G0tBQxMTFIT0/Hq1evcP/+fXh6eiIkJARhYWGwtbXF6dOn4ePjg71792LlypU4cOAAbG1tMWLE\nCMyZMwc7d+7Et99+Cw0NDcyePRuWlpbo2LEj+vXrhw0bNmDRokVQVlbGtGnTYG9vjw4dOqBNmzb4\n/vvvWV5OU1MTnp6eUFFRgbKyMmxsbDBjxgzIvVl5iEFDQwMODg7o3bs3owDy8vICEWH06NEoKiqC\njo4OOnXqhJcvXyIoKAg9evRAeno6KisrMW7cOKaAzM3NmbANCgqCvb09OI6DRCLB3r17mdK6evUq\nOyY+Ph5BQUHsGZuZmTFFdfr0aea1iMViFj4FAFdXV+btBAQEIDU1FUBDuJP/4sqVB9DwcvEFDt8j\nKi4uFgg3vkfIXw8cxwnO8UueHR8fqjgF8MEJF3+V1ftbc1UTJ07EN99888dczF+If2rOjr/u3r59\ny57D5MmTkZ2djYKCAmbUOzk5oV27dlBQUMCxY8dgYGDAivdiYmJAROjfvz8KCgrw4MEDzJ49+6P3\n5vhoUsqutraWVSRxHIf4+Hg21qewsBBPnjwB0CCg+Pkk+Sw5+X5yS1sikQgSr/JeM6AhdCA/pra2\nVkCvxc91PH/+HKmpqeA4Dnl5eQgJCcHr168hk8nw7NkzuLm5obi4GKWlpbCxscGZM2dQWFiIrKws\nDBw4EBcuXIBUKsXq1auhq6uLxMREvHjxAm3btoWLiwukUilGjhwJExMTFBYW4uHDh2jXrh1u3rwJ\noIFmTE9PD1VVVeA4Dn369GGKwdPTk91rQUGBQPDzw5YfUgiNf2/8Gb8og++VNA558JXCv/yLfy3M\nzc0F3s6/aHqQyWQsXB0dHY3WrVvj6dOnePPmDYgI5ubmkMlk0NDQwKpVqyCVSnHt2jV069aNybnn\nz58L0hx/B3xI2f0tR/y0b9+eZsyYQevXr6fevXvT4MGD6fjx4zRjxgz69NNP6dChQ7R7927q2bMn\nGRkZ0c2bN0lXV5eGDx9O9+/fpx07dlDPnj3J09OT7ty5Q4MHD6Z169ZRaWkpLV++nKZNm0apqank\n4+NDgwYNosDAQMrOziYdHR3at28fcRxHW7dupTlz5lBxcTEFBwfTrFmzKDs7m0pLS2nq1KmUnJxM\nvXv3pm3bttHhw4dp4cKF9Pr1a5o7dy7p6emRmZkZLV++nG7fvk1PnjyhjIwMOnfuHOnp6dGePXvo\nxx9/pEePHlF8fDy9ffuWPD09adeuXTRo0CAKDw+n1NRUcnNzo8zMTCooKKAePXrQlClTKCEhgcrK\nysjS0pKKiopIJpORkZER3b9/n8rLy0lDQ4MePXrE6LgUFRUZJZiqqioFBARQXV0dKSgoUGxsLBsP\nUlZWxiizFBQU6O7du3Ljg169esUowcrKyujFixdERKSkpCQYC5ScnMwowQoKCigjI4N99ujRI7Yd\nExPDJiG/efOGjechIoqPj2f/NykpiVFcVVRUCPaTXwNRAzWZnAasrq5OsB//GrKysti4kpqaGsHo\nHjnVFxEJtsvLy9nIE47jKDMzU3A+OS5dusRo2J4/f87onBqPGXJ0dGTXGhERwajJKisr6eTJk/R7\ngOM4GjJkCI0YMeJ3Od/fAQcOHGDbXl5elJ6e/hdeza/H2bNnGWVZdHQ0e1elUikbdwWAjaMiIrp+\n/Tqj9Xvw4AFlZmZSRkYGozpMSEigr7/+mqZMmUKJiYk0e/Zs0tLSosLCQiooKCArKytGBailpUWJ\niYnsnfvYwafy+w+8TwN+zD9EhBMnTmD27Nl4/vw5HB0dMW3aNLi5ueHkyZOYM2cOTExMcPToUcyf\nPx+DBg3Ctm3bYGBggD59+sDAwACTJk1Cnz59MGbMGPTv3x8aGhrQ0NBAt27doKCgACLC1KlTWf5u\n+vTprB3g008/xaxZswS5PXlv3uLFizFq1CgQNUwMlzdoKioqIiAgAN27dwcRYe3atdi/fz/bLyoq\nCi1atICysjKCgoIwfvx4EBFsbGzYlPERI0YgPT0d7dq1g6KiIvbv34/Vq1eD3tGPZWZmgojQpUsX\nxMTEYNeuXaxfMDs7m/UBAmAjiDiOw9mzZzFgwACUlpaiqKgIGhoazCPU19fHpUuXADTk4r799ltI\nJBKUlJRgyJAhrN1j5syZuHr1KgDAy8sLK1euZOTbQ4cOZcUAy5cvZ9MWvLy8sGPHDgANHuXIkSOZ\nZzllyhTmnZ84cQLu7u4AGrxGeZ4PACwsLFjI88WLF6y3CGigwJLj7t27zFuvq6sTEGHzCcBjY2NZ\nmLu6ulrQTMv3gkJDQ1mYtKysjE1v4DgOjx49EpxPjoKCAhb6FIvFglA7n52GTy9WWVnJiozkEYMP\n4beE73bt2oVhw4YJijaaCj70HPjPuLCw8KMkMH4f5K1SQMOalEdRMjIyWBogKioK7u7u4DgOKSkp\nGDx4MHx8fFBVVYUWLVpg0aJFqKioQOvWrdG2bVucP3+e1SBs374drq6uICJMmTIFhYWF0NLSQufO\nndmoKHV1dUHLz8eImpoaPHr0CAMGDGhaYcz/C34pXyMPreXl5SE5ORlv3rxBTk4Orl27hsjISLx8\n+RLnz5/HqVOncPv2bfj5+WHBggWwtbWFr68vpk+fDn19fRw+fBiHDh1C165dYWZmhqtXr2LChAn4\n/PPPYW1tDX9/fzRr1gw6OjpsjE/z5s2xceNGXLx4kSm3u3fvQlNTE61bt8bx48dx6tQpEBEWLlwI\nb29vtG3bFl27dkVoaCi8vb2Z8uU4DrNmzcKCBQsglUpx4cIFbNmyBTKZDElJSXB0dGT3fuzYMZZw\nfvz4MQvN1tfXsyIRoIFKTN52kZmZKZhizlcE0dHRTKgXFBQIhLe8LUK+LX/eBQUFAmHEDz3Lw69A\nw4LmV4aVlpYy4VZfXy/IozVmBfm7jQ36rfgtym7YsGFM0P2dcjG/Bv/UnJ0c8rmeIpEI169fx4IF\nC1BdXY24uDgQEVauXAmxWIxWrVqhb9++SE9Px4IFC9C6dWsEBwejtrYWKioqgkIrfj/sx4r9+/dj\n4MCBOH/+fNNSdg8ePMDhw4dRW1uLtLQ02NvbIykpCWKxGH5+fqzaLiEhgTU4V1RUwMHBAdXV1eA4\nDrdu3WIW+evXr5nAFovFAoYAPz8/JjhTU1OZxyEWiwWWsZx6DGiY2yYnBC4pKUFYWBji4+PBcRyS\nkpJw5swZxMXFIT09HTExMdiwYQPi4uJQUVEBAwMD+Pj4ICsrCz4+Pli0aBESEhLAcRx0dXVZY7e3\ntzdmzpzJikbWrFkDJycndj0bNmxg1qs8lwj8cnn9v2j6kEqlaNGiBWO5+RdNA+97pxMTE1lhlZOT\nEzZt2gSO4/Dw4UMMHjwYeXl54DgOgwYNYnItLi4ODg4OgnN/zIaivJpYTqw/d+7cpqXsiAgtW7bE\n119/zcKJU6ZMQZs2bZhXJKfwatWqFczNzdGmTRsoKiriwIEDGDduHLNyrKys0Lx5c/To0QMRERH4\n/PPP0apVKwQFBWHlypUsnBgQEIA2bdpg7NixKCgowLhx49ChQwckJyfDxsYGrVq1gouLC2JiYvDJ\nJ59g0aJFqK2txYQJEzBkyBDk5ubCzc0N/fr1g4+PD4qKitCvXz9s2bIFQEOIb8qUKcjLy0NgYCAG\nDBjAFO2IESOwe/dulJaWYtmyZVixYgUePnyIoKAg6OrqIjo6Gk+fPsXChQvh7OwMjuNw6dIl7Nq1\nCxKJBFKpFMbGxkwx2tvbs+nfqampsLW1ZYUlu3fvZl6Wp6cnC/M9f/4cJ06cgFQqhUwmw6ZNm1jY\n8fLly6x8+/Xr1zh//jx74RwcHJix8NNPP7E+oVevXrG2AQA4efIkE74uLi7sWoODg1nlp1QqhYOD\nAzu3j48P80rT0tLYtXIcxyaYAw3GhzzkWllZKfBY+b1KDx48YGHDkpISxgrDcZyg+pTvPWRmZrJk\nvkwmE0xAWL9+Pds+evQoK6KKiYlhLRgcx2Hjxo1svx07djCv+fbt2+x7Ki8vZ2FfoMGY+S2Gyv37\n93Hy5Ek8fvwYOjo6H1VJ/Z8B/ndx8uRJxuTzd0JoaCijrXv06BEztmNiYlirTUlJCQwMDFBdXQ2p\nVAoDAwOEhYXh6dOnWLFiBY4ePYqIiAjY2tpiy5YtyMjIQHx8PObOnYsnT56gpqYGHh4euHr1KlOU\nJ0+eZDy7fxVsbW2ZXPLw8EBWVhbS09MxcOBAeHl54csvv8SECROwbdu2pqXsEhISYGdnB4lEgtjY\nWNja2iI2NpZ5fCdPnkRwcDCOHj0KU1NT+Pr64tChQ5g3bx62bt2KrVu3wsjICDNmzICRkRGmT5+O\n0aNHY9SoURg5ciS0tLQwcOBAdOvWDf369YO2tjaUlJTQoUMHjBkzBr169QIRQV1dHQsWLGAK19jY\nGO3btwcRYcCAAczKUFZWhpubG1q0aAEiwvr162FsbAwiQu/evfHjjz+yc5w/fx5ffvkliBqmjh8+\nfBhEhO7duyMyMhLNmjUDEWHLli1YsmQJiAgzZsxAYmIiu6anT59i5cqVUFJSwo0bNxAWFobmzZuz\nBdy1a1fs378fHMfB2dmZVXEWFBRg5MiRePPmDTiOw7fffsuEt5WVFY4fP86Isy0sLJjAnDVrFsvz\nXbx4kXnWAqLt0wAAIABJREFU1dXV2LBhAwtX2tjYsJfmxo0bbCJCZWUldu7cCaBB+M+dO5fl+Xbu\n3MnybS9evGBKAgCOHDnClNCTJ08E+TdXV1e2nZCQwMKpHMcxOjmgQenKUVFRwZRn48Zrfjg1KytL\n0PYiV6TAn0vqzMd/C9/p6OhAUVERlpaWgurZpoZ/ShjT19cX+fn54DgOCxcuhJOTEyQSCQ4dOgQt\nLS2cPXuWsabMmjUL+fn5UFRURKtWrRAcHAxdXV0QEfbt24e7d++CiPDtt9+irq4Oc+fOhba2NjNS\ndXV1/3Cig18LuSFbX1+PZcuWMSrFbt26QV9fH5aWlk1L2f0R+FBor6amBoWFhayMPjIyEgkJCaio\nqMDTp09x5swZPHz4EJmZmdi8eTOcnJzw5MkTHDlyBPPnz4ebmxueP3+OYcOGwdTUFIGBgfDz80On\nTp1gbW2N7OxsjBgxApMnT0ZoaCjOnDmDjh074sSJEygpKUGnTp0wdepUJCUlwdraGurq6rhy5Qp+\n+uknqKqqYv78+SgrK8O5c+fQunVrVnwxZMgQ+Pj4AGjwKuSe17Nnz1iRCADcvHmThTszMzMFbRZ8\noSj3tAAh76REIhEIez57g5wMmr+vHI2ZRvjz4fj5Nn7v3Pt63eTC7Zf64P4J+G9Cvl+/fmjTps3f\n0qP5LfinKDs56urq2DvHcRzOnz/PCKG3bduG5cuXo66uDjdv3kSzZs3g4+OD2tpatGzZEps3b4ZM\nJoOVlRVmzZrFzmNsbCx49z9GOrnU1FSoqanB0tISr169gpqaGpSUlFjtApqKsnNwcICRkRHevHmD\nK1euwNDQEJGRkXj69Cm+//57ODg4oLKyEs7OzozjLTIyEvPmzUNRURFKSkqwY8cO3LlzBxzHwdPT\nE0eOHAEAJCUlYf369WwRrVu3jglzHx8f1teWnp7OGrDr6+thY2PDrB9XV1cWskpISMDNmzcZl+fN\nmzcZS8bPP/+MxMREluNLT0/HhQsXUF5ejoiICNy8eRMBAQF4/PgxampqsHnzZkRGRkIikcDb2xun\nT59mJMkWFhZMidXU1MDX1/eDCoSvkCQSiaDn7Zforvj7/dqm6v+lgftD537fcR8T5DlaOT5EqVZf\nXy9oeueHiPjH1NTUCL4r/mf87YqKivfm3+QUcQDQpk2bj2rQ5p8N/vMqKyv72/d58t/N8vJyZuzJ\nZDIWXQgMDGShv927d7MQaGhoKPbt28fWxtmzZwUFZ/w13Bi1tbUCY/ePAv8d4TiOydPa2lo8fPgQ\nP/74I16+fAmO43D16lUQEVasWIGKioqmpew+/fRTqKmpwcjICOrq6qw9QE7NNXz4cEb11bp1azaq\nh95NCJDn9gwNDVmZf+fOnWFjY8PChJcvX2bjIrZu3QoLCwvGchIVFYVOnTqBiBAXFwd9fX0QEQ4d\nOgR3d3cQEcaOHYucnBx0794drVq1QnZ2NjZu3IgWLVrg9OnTiIuLQ8uWLaGvrw+ZTAZtbW106NAB\nRUVFcHV1RcuWLeHj44O8vDyoq6tj8eLFAMDGEhUUFCAkJASdOnXCjRs3UFZWhgkTJmDlypUoLy+H\nu7s7vvrqK6SlpaGyshJ9+vRhHIzLli2DpaUlOI5DSEgIpk6dyphmRo4cyRrsN2/ejLNnzwJoeEEW\nLlwIqVSK+vp6jB07lpXCW1pawsPDA0BDLmHz5s2sEGbWrFnMSjxw4ADzMENDQxnBbHV1NUxMTJgA\n0tfXZ56knZ0dKxiqrKxkbQ1AQxxfriji4uLY4Fr5/5Ljxx9/ZNdaWVkpyBXKC36AhvygXCiWlZUx\n40Fe0MTfT46XL1+yxvzMzEzWJgFAQHN27tw5AQONXPBwHMfGzwANlW/ylzwsLIx5KhUVFYKquL17\n97Ln5e/vz4qt5IiJiUGPHj2wdu1aVFZWYuzYsex7/ieC/11cvHjxo/RWfgv27NnDQvVWVlaYOXMm\nqqurcfPmTXTr1g0vX75ERkYGOnfuDGdnZxQWFmLcuHEwMjJCfn4+Tpw4gaFDh+LFixfgOA4jRozA\n6dOnwXEcAgIC/iP9IDemoqKiWB75j0JJSQkmT54Me3t7FBUVwdTUlA2aXbduHVq0aIHk5GQYGhpi\n3rx5GDZsGAwNDXH69GnMnDmzaSk7mUyGBw8esOKLR48e4fXr16ivr0dUVBTu3r2LqqoqPHz4EG5u\nbsjNzcWDBw/g4uKCGzduIDAwEK6urtiyZQvOnDkDOzs7LFy4EBYWFti6dStMTU0xbdo0mJiYwMzM\nDDo6Ohg/fjwMDAwwY8YMdO3aFcOHD4eBgQGGDRuG1q1bY+zYsZg/fz4UFBTQvn17zJo1C4MGDQIR\noV+/ftizZw+ICM2aNcP27dsxePBgEBFGjRrF8nIaGhpwc3ODuro6VFRUsHnzZmzYsAFEhJEjRyI8\nPByKiopo06YNrK2tWcx67dq1SE9PZ/vl5+fD2NgYmpqayMjIwPnz55niKykpQe/evZnANjc3x5Ej\nR5jiMzc3R11dHUpKSmBhYcEU1cGDB1nFVmhoqKBi1czMjCkdDw8PVoSSkZEhUCaenp5MUYWEhDCh\nnpyczDzU7Oxs5oFwHAdHR0cWykxKSmK9P0BD0YVcGaSkpAhGAcXExLDtgoICgSXM73Hje7yNx/rw\nvSX+dmMi6MYh1L8CjcN38pd+3LhxyM/PR58+fUBEAs7Qpoh/QhhTLBbj7NmzEIvFKCwsRJ8+feDq\n6gqJRILJkydjxIgROHfuHBwcHFirUlJSEsv9x8fHY+bMmWjVqhVu3bqFly9fomXLlsyg27dvn6AX\nlU/R92egoqLivTlCLy8vKCkpYfr06TA0NAQRQUtLCxcuXICCggLU1dXZNBg0FWUHCFnkG88N+xBP\nplgsZg+R4ziBO/6h7fr6eoGg4zf2pqSkID09nU00uHr1KlJSUiCRSODs7AwnJyekpqYiOTkZc+fO\nhbu7O4qLi7F//36YmJjg/v37yMvLw6hRo+Di4oKamhqYm5tj3bp1rMqvf//+8PDwgEwmw+bNm2Fo\naIjc3FwEBgaiW7du8Pb2BtBQETl9+nRUVlayIg+5l3Lnzh0mkJOTkwUhHf5C5j+rxmGeD00bkMlk\nAoXxZ/NE/hOE268B/zlERUVBTU0Ntra2EIvFLLSzatWqjzoM/Hvgn7YeXr58yQzS1NRUVrgnEokw\nadIkHD16FBzHwcXFBcOHD0dubi7q6urQt29fZhD6+voKCBT+6srLxuA4DlVVVbh06RIKCgrw888/\nQ1FREZMnT8a5c+fQs2dPqKqqYtWqVUhNTW1ays7MzAx9+vTBvXv38MMPP6B3797w8fGBs7MzxowZ\ng82bNyM4OBjz5s3D0KFD8fbtW+zduxfdunVDamoqgoKCMG7cOJw9exYFBQVYs2YNjI2NWYJ3zJgx\nKCoqQnJyMkaMGIEnT56gvr4emzZtwuHDhwE0KJAFCxagtrYWeXl5mDVrFjIyMsBxHNasWcNChrdv\n38bOnTtZLHzDhg2M+cDa2hpPnjxhhRY3btxAXl4eampq4OTkhGfPnkEsFsPb2xv5+fkQiUSIiopC\neno6Xrx4geTkZAQHB0MmkyE4OBhPnz5FVVUV6urq8OrVKwHvZVRUFBN06enpzFuqqqoScN/xm8Dz\n8/OZR1RVVSUwIvhFKSUlJUzJVVdXC4pK+NWJ8uoxoEGx8g0UvhHBP6aiokKQw+Ofm//3xv2DjfFr\nODr526mpqawCs7a2VlDUw++vjI+PZ9deVlYmYFDh7/fo0SMmlN6+fSswMvjtD6Ghocy4SktLY2tF\n3ijMP4bfOynH27dv4eHhwUjOy8rKEBERATMzM/b//9uzCgsL+2iq734v8McoNQXExcWxamiRSISi\noiJwHIfc3Fw8ffoUYrEYd+/eRUhICOrr6+Hu7o5Hjx6hsrISWVlZiIuLY2F1qVSKnJwcQU75Qzn+\nrKwsJCUlAWgoXJG/I5WVlbh//z7bLzk5meXZampqEBER8V/v6cmTJ8yoPn78OOsD3Lx5Mwud+vr6\nYs+ePUhPT0dGRgaMjY1x8OBBgQxrUspu6dKl+Oyzz+Do6AgjIyO0a9cOS5cuhZ6eHuuFmzhxIj75\n5BO0a9cO48ePh5qaGqMBU1JSAhHhq6++Yvm7Tp06Cfr2tm7dynKAa9asYbm9Xr164fTp0+wcN2/e\nRN++fUHUMOJn3bp1zL1+8uQJ+7/y0AERYffu3Wym1KBBg1BRUYH+/fuDiPD06VNGJbZz505kZGSg\nWbNmGDZsGAoKCmBkZAQlJSWEhoYiKCgIRA2ErlKpFF988QVGjBiBgoIC2NraQk1NDUlJSYiPjwcR\nsbzaxIkTMW/ePMhkMty8eRNdu3ZFcXEx6uvr0b59e5ZXmzNnDuzs7AA0hCe1tbUhkUhQXl6OTp06\nMSFvZGQkaHZfsWIFgAaKJi0tLdbIP3bsWJYPtLCwYL1wIpEIa9asAcdxEIvF0NXVZd7nvn37WCtD\nWVkZzM3N2aI+fPgweymfP38u6K2zsbFh276+vsxaraqqEuT2PD092bZIJGLKPTk5mbUoyAWHHHzG\nmCdPnjCjorS0VPBS8/cLDw9nnnN2drZgxA9/v7t37zKFnpyczKona2trBcqTf0xISAgTfGPGjIG5\nuTkePHiAJUuWYNasWXj9+jVOnjyJHj16oLi4GElJSRg+fDiGDx8uULTvu4amgqZEel1RUYGuXbti\n27ZtkMlkGDhwIHr16oWcnBzY2NiAiHDt2jVER0ezsWbl5eWMHvHVq1fw8fGBsrIyC1cOGjSIkVJc\nu3YN+/fvB/Cfc/PkfXnyz/hKhh8xev78OcuLVlVVCfLc78OrV6+gqqoKf39/2Nvbg6hhgKy8VuLz\nzz+Hl5cXmjVrhh49eiA1NZVRM/LZXoAmpuwAsHwd0GCZyK1WmUzGcjcymYzR53Bcw9DSt2/fQiqV\nspliubm5SExMxIULFxAcHAyRSAQ3NzfY2Njg0qVLuHLlCpYtWwZra2s4OjrCwsIChoaG2LFjB2xt\nbTFhwgQYGxtj//790NfXx4ABA2BmZgYbGxt06tQJWlpa2Lx5M1avXg0lJSVMnToVJ0+eROfOndG1\na1dYW1tjy5YtUFRUxIIFCxAYGIhWrVphwIAB8PX1xfr169G8eXNYW1vj1atXUFZWhq6uLry8vGBq\naoouXbogLCwMSUlJUFZWhouLCziOw8CBAxkt2HfffYdjx45BIpEgLS0NkydPZgLaysqKLfj79+8z\nhVhWVoYzZ84wD8DR0ZF5c48ePWJceXI6Mn4uTq4w4uLimJIpLCxklh6/YgwQhp3Ly8sF+TW+pymf\n6CBHTU0N83aqq6sF3kjj9gg+PoaRPL8nOI6DSCRCZWUlxowZg8LCQhw4cIDl7HJyclgu+ebNm5DJ\nZFBXV0ezZs0EoeumgH9CGPPKlSvw8vKCRCLB9evXoaGhgXPnzqG+vh49evTAN998A19fX+zcuRNK\nSkpwcnJCXl4eFBQU8P3330MqlcLU1BRmZmYsCmRubs7eE/l7+mffU1xcHGJjY7F9+3YEBARg48aN\n0NLSwtKlS2FpaYmWLVuCiKCvr4/vvvuOFQy6ubkJztXklF1ubi4TiiUlJUwQV1dXswIJqVQqYMt4\n8eIF8wTKysrYlyqVSgW8jXzS08Yjfvj9Zvym49TUVCa0y8vLERISwkJJL168YCHTsrIynD9/HgEB\nASgvL8ebN2/www8/IC0tDXV1dTh06BA8PDxQW1uL3NxcGBsbs8bn48ePw9XVFRzH4fbt2zAyMmJ0\nOW5ubqxJOycnh1lf8tCGHLm5uYLw3y/l6fj4WJXCP0G4/RqIRCLk5eUxo09XVxedOnVCbGwsYmNj\nQUSYN28e++4NDAxgYGDwV17yH4J/2nq4ePEiq7AViUTM2BWJRJgwYQLzqK5cucKoEzmOY8TRAD6a\naex8Vp+KigomT4uLi7FixQqcOnUK2dnZEIlE2Lp1K2JjY98rl5qUshs2bBhUVVXh6OgIPT09KCsr\nY9++fVi2bBlat26N+fPnY8+ePejevTu6deuG27dvY/r06VBRUUFISAhsbGzQtm1b2NraIigoCIMH\nD4a2tjZKSkqwYsUKdOnSBSkpKfDy8kLbtm1x7do1ZGVlYdSoUVi5ciVkMhm2bduGQYMGoaioCCKR\nCL169UJoaCjKysowZswYNmHg8OHDrGEzKSkJ2traiIuLg0wmw6xZs1h45cKFC9i6dSvq6urw9u1b\nLFy4kIXRLCwsEBoaisrKSvj6+sLd3R1VVVWoqqqCpaUlCgoKIJFIcOXKFVYxmZSUJOi1c3NzY4Lw\n/v377Nz5+fkCKqxr166xnFFoaChT7jk5OYK8lb+/Pzt3ZGQkC2FkZWUx1hWZTMZK7IGGvh/5i5Wa\nmsoMDJlMJqj+iomJYYq3uLhYoKz51ZjZ2dnM4Kmurhbsx7dO3759y7y+uro6wX78Cs6TJ08yjzAs\nLIzlIMrLywWTyg8dOsTuPSAggN1HVlaWIJTKb3+4dOkS+18JCQksNMtxnGA/R0dHdg0REREClhl5\nqwbQUB0rf0YvXrxg297e3khLS8PAgQNhb2/PBhGPHTsW9+7dg0QigUQigYWFBSs1ByBglWkKyMvL\nE1j8tra2bJs/3/GvgpeXFzNiU1JSBBM73geO4wTUexcvXmTf2cmTJxESEgKpVIrIyEi4uLigpKQE\nCQkJ2LZtGzIyMlBWVgYfHx/2bso5gOXGT3R0tCDUL29lyc/PZ5NPCgsLYW5uzvo/d+/ezcL24eHh\nTJnW1NTgxIkTbG09fvyYUeoVFxczOVJUVMTSDVFRUZg0aRIKCwvh6+sLMzMzhISEoLCwEJaWlixN\nEhgYiEWLFv0H0TsfTUrZXb9+HWvXrsWrV69w6dIlLFmyBO7u7nB2doaxsTFMTU1hZ2cHIyMjDB48\nGNu2bcOcOXPQv39/LFiwALq6uvj8888xfvx4DBo0CN26dcOnn36Knj17QllZmXFtyvN3enp6bMRP\n586dBSN+du7cyXrzTE1NWRy5Z8+ecHFxYft5e3vj888/Z/vZ2dmBiNCjRw88e/aM0Yxdu3YNK1as\nABHBxMQEDx8+BBHhs88+Q2ZmJkaPHg0igr+/P5uQIGcy79ChAwYOHIiysjL88MMP+OSTT5CSksLK\njuX5qa+//hoLFy6ETCaDm5sbG/GTlZWFTz/9FElJSZBIJBg6dCjrSdu+fTtWr14NmUyGyMhIzJ07\nFxUVFaiqqsKCBQtYv86WLVtw7do1AA1CZc+ePZBIJMjNzcXOnTtRWFgImUyGc+fOMQ86KiqKHSOV\nSnH27Flm5UVGRjLBJJVKBT0+gYGBTNkVFRUJcgv8vrj79++zHFR9fb2g8ozfn8ZXghUVFYJQKP8z\nfuFPSUkJO7dUKhUU2vCPyc/PF4z44fe7Nfa85aisrBSEeD90DXIhKBaLoaKiAj09PYSHh4OI0Ldv\nXzg5OaFv375seCfHcWjRogV69erFruPChQt/m7E3vwYymUxQRMV/XvxxS38VCgsLWdiwvr7+v9LM\nBQYGQkVFBXfv3kVubi5atGgBc3Nz9t7Lv9vly5dDTrxx+fJlEBEmTZqE8vJyaGpqomvXrnjz5g0C\nAgLQsmVLZqh9++23jAs2Li6OFUYBwrabxpXq/N/5Coh/DL89JzMzE9nZ2aioqICxsTHWrFmDuLg4\n1i+9ZcsWqKiogIhw5coVTJ48mfVHFxcXo0uXLiAinD59+oPPqkkpuz8KckskLy8PL1++xJs3b5Cd\nnQ0PDw+IRCI8f/4cFy9exNmzZ3Hv3j0EBgZi27ZtuHDhAkJDQ7F+/XqYm5vDw8MD58+fx9ixY7F9\n+3bcuXMH+vr6mDJlClxcXHD37l1oaGhg9erViI6OhomJCQYPHoxLly4hKioKLVu2xMaNG5Gbm4sZ\nM2Zg2LBhCA8PR2RkJNTU1ODo6IigoCB89dVXWLp0KcrLyxEQEIBRo0YhLS0N9fX10NXVZQv52LFj\nzIMsKyvDd999xxajg4MDe9EePXrEBEROTo6AT5IfDuaHPvmUYI1ZVv7s1oOPNdT6R0MetoqMjMSg\nQYNQUFAAJycnEBEWLVqE5ORk1scpL4zp06ePoJm9qaCphjH37t3L0jPOzs74+eefwXEcvL290aZN\nG1y9ehVVVVVo3bo1Nm7ciDt37mDatGno1asXYmJiEB8fj+7duzPPztrams1brK2t/dPJBuRyoqam\nBrt27YK7uzs8PDygrq6OSZMmwcrKCosWLQIRYcyYMXB0dMTChQsxfvx4XL169RcLqJqUsqupqcGt\nW7fYDLPQ0FCkpaWB4zg8efKExanfvHnDXPD6+npcunSJeQyPHz9m5d95eXmskVkqlQpCbyEhIazi\niF9FV19fL/Ak+GE4foNzfX09Hj16xEIEL1++RFRUFKqrq5GZmYnCwkIEBQWxBeft7Y3s7GyUlJQg\nIyMD7u7uLPx44cIFRgHl5+cHf39/ZjGFhoayBVBRUYGamhpBTF6+LRaL/0Mh/Z2VRFMVbr8VIpEI\nIpGIGS76+vrYsWMHa6fp3r27gBfTwMCgSRJC/93XQ21trYD6S17JzHH/f94mx3HMWLWxsWERklu3\nbuHGjRuQSqW4du0a5s+fz3L6wcHBbFv+f34t+PKhtraWXYdMJhPk+xrTC/K3+fckX3dSqZSFN6VS\nKTw8PNg5Ll++jBMnTrCiwpycHEFdxS+hSSm7Nm3aQFVVFQ4ODsyt3bBhA5tSO3HiRMyePRtKSkpo\n06YNjh49ih49ekBRURFOTk6M3mv16tU4ePAgWrdujV69eiE2NhYjR46EqqoqwsLCsGXLFigoKODg\nwYO4e/cuOnTogHHjxqGwsBATJ05Ehw4dkJKSguPHj0NVVRVnzpxBamoqunbtyvr2lixZgv79+yMv\nLw/BwcHo2rUrrl+/DrFYjIEDB2LXrl0AGvI7kyZNQllZGV6/fo1Bgwax2LaBgQFOnDgBoEHhmZqa\nMo66qVOnMqVtZWXFqikjIyOxceNGFkIwMjJiYTB7e3sEBgYCaCjGsba2BsdxkEqlWLVqFQtH/D/2\nvjs8inL7/5NCDyQUQxGQjoBUwUsXULAgoqIgIOqlKb1joQgCUiIIhCI1hBJAeg0hQkhISAiQkIQk\nhPSy2bTNJpvtszvn98feOb+ZCH7V61XAnOfJ88xm3n33nfPWOZ9zPmf9+vVs2oiLi6MNGzYQkcOU\nMX36dDYFrV69ms0eN27c4AOGTqfjGENRFGn16tV8ggwNDWV3fqvVyrRkRA4cTJpEhYWFfMAgUmYW\nv3XrFre1tLRUUU4e8yOlLiFymFrkWOGMGTO4nDy9zvnz5/kApNPp6Ouvv+Zykl6l/pCCc9PT0zlU\ng8hBbSTJb0nxYzKZFPipv78//86tW7d4UcvOzubxYLVaadKkSbx4TZw4kW7evEl+fn60dOlS2rdv\nH61bt44WLFhAM2fO5DfxDz74QJHx4WkQPz8/TvyrUqkUOJ08xc9fJWq1WhECI2+Dt7c33b9/n6xW\nK02fPp1ycnJIr9fTq6++yib9NWvW0OTJk4nIYS4fOnQo5ebmkiiK9O677/L4GDFiBC1btozsdjud\nPHmSRo0aRenp6VRSUkKvvvoqz5ktW7awm77FYqGpU6fyvPDx8WE8/OTJk3T69GkSRZEOHjzIZAT7\n9++nli1bktlspsjISOrevTv5+/uTTqej+fPn87w4fvw49e7dm4gcc7lDhw4UFxdHGRkZNGDAAPLy\n8iKz2Uzvv/8+vfzyy2SxWGjMmDFUv359SkhIoO3bt5O7uztt3bqVLBYL9e3bl8aNG/ebD+VP1WZX\nUlJCJ06cIKvVShqNho4dO0aJiYlscvTz86O7d+/Snj17aNasWXT+/Hny9vbmzW316tU0bdo0mjhx\nIs2bN4/Gjx9P77zzDr333nv01ltv0cCBA+m1116jLl260EsvvUSDBw8md3d3eu6556hfv36M7T33\n3HM0evRoAhx586ZNm0aNGzfmV++5c+fyPekVHQDNmTOHZs2aRQDohRdeoPDwcKpatSpVrlyZ/P39\nORHhtGnTKCgoiABQx44dKTc3l7p27UrVqlWjy5cv0+7duwkALVmyhMrKysjNzY2GDh1Ker2exowZ\nQ926daOMjAw6fvw4NW7cmK5evUpGo5GaNm1KW7ZsIVEUaeLEibR8+XIym830008/0ZIlS6i4uJiy\ns7Np+fLllJmZybRdUvxdVFQUxcTEkN1up+LiYgoKCiKz2UyiKNKNGzf45CZ/w7VYLIo4HClgVJrI\nctu/dNojUmIb5e/JF2tBEBTesfJrKdhfEjmW8yTKgwcPeFP29fWlzz//nIqKiiglJYXjLo1GI3l4\neFD//v2poKCAWrZsSa6urnTmzBmKi4ujypUrKyjfKuTvkaKiIkpLSyOTyUTffvstzZ8/n37++WcK\nDg6mWrVqMUyxceNGql69Ov3000907NgxTtckmajd3NwoJCSE3njjDQJAO3fuZMzutddeI4PBQC++\n+CJ16dKF8vPzyd/fn3r37k25ublkNpsVjmnlRf6WJrcS2e12hTlR/n3p8GWz2Sg3N5eKi4vJz8+P\n9uzZQ/7+/vTmm29Shw4d6KOPPqI333yTAFDt2rX5BQMAjRs3jqZOncpxy3Jnsl+Tp2qz+yvFZrMp\nOjEpKYnUajXZ7XbKzMykK1euUE5ODgmCQHv27KHz589Tfn4+hYeH09dff01BQUFUUlJC06dPp/Xr\n11N6ejpduXKFhg4dSidPniSLxUIjR46kL7/8klQqFYWFhVGPHj04I8Pbb79N33zzDRkMBrp+/Tr1\n7t2b7t+/T0FBQfTWW2+xA8nhw4fJy8uLN6A1a9awSeDgwYO8AcXHx3OwpzwmkeiX8WhPgjzpZqv/\nVqQDRFBQEHl7e7PX6LFjx+jrr78mq9VKwcHB1LhxYz7h7969W8H08jTJ0zIepLhJIsfb//jx45mK\ncMFB2yLcAAAgAElEQVSCBfyW/8UXX1CzZs3o+vXrlJmZSY0aNaILFy5QUFAQDR06lD7++GMyGAyU\nnZ1N7733HtcZFhb2t2Wq1+v1vNZERkbSxYsXKScnh2JiYmjq1Knk6+tLKSkpFBQURAsWLKCIiIjf\nlaXiqdrsYmJiaO3atWSxWCg7O5vWr19PcXFxVFZWRj4+PnTo0CESRZGuXbvGJrqcnByaN28eabVa\nslgstHXrVsbZrl+/zotEQUEBexDa7XZav349u98HBwdzip/8/Hx+OxJFkTZt2sSby7Vr1/itQ6vV\nKtg3Ll++zAMuIiKCabj0ej1TVImiI8GowWCg9PR0fktJSEggnU5HGo2GAgICKDc3l51IysrK+I1F\nMl3K2Q3k+Ez5uBq5rV2+4Uk5/OSfH1VOLo+i4Pq1tD5/VH7v4iYIguIt8lHpdQwGg0JPcgBffq3T\n6RR4hFzn8rqLi4sfmeLoUXRo8n4p7wgkj0kqKSmhoKAgKigoUGRaLykpYRZ7jUbDbfu7PRH/TJH3\nWVlZGc81URT/1IB5s9ms0Ln8d+X9rNfrFfy78rEiLyfvA3ns7t27d7mfc3NzyWg0MoGGfAxJVH7y\njS8iIoLS09NJr9fTxYsXae/evYzTaTSaX+jjUW9lVquV263X6zlmt7S0lM6dO8eQx/Xr1xkayc3N\nZc9mm83GjjBEDn8GaR2Ij4+nnJwcInL0lwSTSO2Xnk+j0fzh+L+narPr3bs3Va9enQ4ePEgvvfQS\nOTs706JFi+jFF1/k1/aXX36ZX+8nT56syPDdokULdu2XMo03aNCAfHx82NR46tQp6t+/PwGgL7/8\nkpYvX07Ozs7UoUMHun37NjVp0oQAUHx8PH3yyScEgLy8vCgkJISqV69O/fr1I7PZTAMGDKDKlSuT\nWq2mAwcOkKurK+3cuZNKSkqoSZMmHNg7f/58euaZZ0ij0VB0dDTVrFmTjh49Sna7nbp37855+dav\nX0+tW7em4uJiSk9Pp3r16rFn1oABA2j+/Plks9noxx9/pB49enD27aZNm/IAnDJlCscB3r59m4YP\nH052u53MZjMNHTqUyaS/+OILfgPw9/dnPCorK4tmzZrFoPmCBQt4c798+TLTcUmcpESOib9582Ze\ncMPCwviwYbFYFJnF/fz8GItTqVQca0ZEnJBW+i1pQkg5ACWRhx4EBQXx4hIdHU0nT54kIsemIfdI\n9PLy4t+9evUqvwmVlJQo0uvIMwccP36cF4OsrCwFdZG83O7du9kEGx4ezgvnlStXuN2RkZG0ceNG\nInKYb6dMmcKb3IQJExhD3LJlC40cOZLsdjvdvn2bnnvuOUpPTye73U4vvvgi44GfffYZTZ06lex2\nOwUEBFCHDh2eOqeUFStW8GHj7NmzjJ+q1WqO+/ozJCwsjHFuk8lEq1ev5nsrV67kg8mFCxfY3F9Q\nUKCIz5TSDKlUKp4/165dI3d3d7pz5w4lJSVR3bp1ue5PPvmEevXqRYIgUEJCAjVq1IiuXbtGVquV\n2rdvTytXriS73U4DBw6koUOHktVqpUOHDlHLli3p3r17vMZs376dbDYbzZw5kz799FPS6/WUlZVF\nHTp0oMLCQtJqtTR27FhKS0sjrVZLs2bNop9++onS09Np9OjRNG7cOCosLKQ5c+ZQu3btSKfTkbe3\nN3Xr1o0uXLhAoaGh9Morr9DMmTMpLS2Nhg4dSg0aNKCMjAwaMWIEAaCQkBA6dOgQVa9enebNm0d5\neXn04osvUsuWLclut9PixYvJ2dmZYmJiqLi4mLp27fqHvYUftdk5Oe49OeLk5EREBK1WCzc3N1Sq\nVAklJSUwm81o0KABNBoNsrOz0blzZ6hUKty7dw+9evWCWq1GSkoK3N3dUbVqVajVaqhUKjRr1gwl\nJSVIT0+Hh4cHnJycYDAYkJ+fj1q1asHFxQVZWVkQRRE1a9aEwWBAamoq6tSpg7p16yIlJQUajQZt\n2rTBc889h127dqFFixbo1asXVCoVrly5gkGDBuHtt9/G1KlT0bp1a0yYMAG3bt3CqVOnMGbMGIwa\nNQqvvfYaBgwYgBUrVuCrr75CamoqlixZAnd3d4wbNw7Tp0/H/Pnz0bVrV3Tt2hUbN27Ehg0bcOPG\nDWzcuBGCIGDSpElYtWoVhg8fjn79+mHChAn4/PPPsWLFCri4uGDevHnQaDTYvn07Fi5ciGeeeQYX\nLlxAz549UbduXRQUFKBq1aqoVasW7HY7BEFA1apVAQCCIKBSpUq/6A9RFOHk5AQnJycAjsPTw67L\ni/ye3W6Hs7Mzfzabzfy7JpMJVatW5Xt6vR5ubm4AAKPRiOrVq3N9ZrMZ1apV4+9J11arFZUrV/4v\nR97fJ3q9HjqdDo0aNYJWq8WmTZvwySefoHnz5hg1ahQaNmyI5cuXIzw8HPPmzcP+/fvh7OyMZcuW\nYdGiRejcuTMmT56MESNG4K233oKzs/Pf/Uj/aBFFEc7OztDr9dizZw86duyI1q1bY+zYsWjVqhXe\neecd1K9fH/3798enn36Kb775Bhs3bsThw4dx8OBB5ObmYuLEifjuu+8wfPhwNG/eHA0aNMDx48ex\nevVqhIWFwdfXF8XFxRg/fjy++eYbzJs3Dy1atMCMGTPw1VdfYePGjWjRogXeffddAHjkPC0v0n7x\nf813u90OURRhNBphNBpRWlqKiIgI1KlTB56envj555/h4uKC1q1bo3r16oiKikLbtm3Rq1cvxMbG\nwtnZGT169EDdunV/t36dnJxARL98oIftgI/zH34nZvdrprNHmdvKm3nkn+XX5cHa+Ph4Ng2kp6dT\neHg4m0P9/PzY9Ts+Pp527NhBOp2OTaBSzEtERARt27aNzGYz2Ww2+uabbzio+ty5c3T+/HkSRZHO\nnTtHO3bs4FPthQsX+G0hKytLkeVXbr54ksMMHiZPC0bzR8RsNrMnblBQEF25ckURfiKJIAhPXb8/\nSp7U8VBaWqpYg/bu3cvwhSAINHXqVNJoNCSKIi1evJjXhA0bNlDfvn0pNzeXCgsLqXfv3pSenk5B\nQUE0ZswYNutGREQoYmWfJlN2ecHTZMb08fGh999/nzQaDV26dInGjRtHgYGB9ODBA1qwYAEtW7aM\njEYj/fjjj2yiCwoKoldeeYVSU1MpJyeHJk+ezOSpmzdvZqb+Gzdu0BtvvEHFxcVUWFhIH374IYWE\nhDB+J7GB37x5k8aOHcshAGPGjGFnj61btzId1P379+mbb75hHG358uVsuz9w4AC77KtUKg4bEEWR\n9u3bx5vX2bNnGSPIy8vjmCoih3lRTvkjYTYWi4Xi4uJ4AEhYINEvkyPKTVvyRdJsNivs5nLMQX5d\nPg3Po+qTEzmLojIH4aOSo9rt9kdiXVIwdfn/EylTukRERHA7cnNzFfE6cld/yUREpExfYrFYFFRp\nP//8M/9eXFwc46alpaVswiJSpu6R4zKJiYmsr8zMTA5JMJlMiu/LKbwePHjAG1lKSgpjJRaLhcLC\nwlgPUVFRirRMEj4itU+S/Px8Nr/+mqSnpyvSDMlDP+R6+LtESnFF5MC05Wbu/1bkzDsZGRnsmi+l\n5JJErofExETWucFgULD1yOecdEix2+20f/9+Hg/Hjx9nvCwmJoZUKhXZbDayWq0UHh7O8+H69euk\n1+vp8OHDdOPGDdLpdKRSqaikpISio6Pp6tWrpFarKSYmhueWSqVSjAEpSJ3IQfclEeafOHGCw3iu\nXLnCtGvp6em0bNkystlsZDabafPmzQxfXL9+nde84uJiZjgRRZF8fX15XUpLS1Pw9kr0hkTEjn7S\nvT9qcn+qNruVK1fSK6+8QsHBwbRkyRLq378/bd68mWbOnMkZw6dNm0YdO3akevXq0eLFi6lFixbk\n6upKCxYsoObNm5OzszMNHz6cM4bXq1ePPvvsM3Z7XblyJXl6ehIA+uyzz2jIkCEEgFq2bEk7d+5k\nDDAwMJC6devGKX6k7MDt27en1NRUDkWIjY3lrONLly6lmJgYqlatGnXp0oV0Oh0NGDCAnJycKCYm\nhvbs2UMA6NtvvyW1Wk21a9em3r17k9FopA8//JCqVKlCycnJFBAQwG7GJpOJWrVqRSNGjCBRFGnt\n2rXUuHFj0ul0VFxcTM8++yy/PS5btowOHTrEg0/K0We322n79u28WF65coU9N5OSkhgH0+v1iowI\nhw8f5gkeHx/PG4Ner6e9e/fyIPTz8+O3zKioKC5ns9kU+Irce1TyeJVEajeRY6OXFhCtVqs4uZ4+\nfZqvg4ODGSvMyspiPdjtdkXql0uXLnF98qzoJpNJkV5HmtREDsxTOuQUFxcr8EWpDXq9nuP+dDod\n7dy5k/MIrlq1im7cuEE2m422b9/OeggNDaXevXuTRqMhg8FAbdu2pd27d5MoivT6669T9+7dyWKx\n0A8//EDOzs4UGxtLKpWK3NzcmCx8woQJHBspCILiAKBSqRTOAY+SpKQkzl9mtVoVWOjZs2f/9s1O\n3obo6GhFaMp/K4GBgXzgTE1N5cOjIAh0/vx5Lnf+/HnerGJjY/mQpNPpeOzq9XrGqLdv3049e/Yk\ns9nM6byOHTtGUVFR5OrqyoTdI0aMoNq1a1NycjJduHCBANDmzZspLy+PKleuTO+99x6ZzWbq06cP\nPfvss3Tv3j06cuQIAaDTp0+TTqejWrVq0ezZs0kURZo1axb179+fBEGgY8eOUefOnTl91fvvv0/p\n6enk6+tL7733Hh09epQOHz5Mb7zxBidFnTx5Mg0ePJjy8vJo6dKlNHjwYAoICKAzZ87QW2+9RUuX\nLqW0tDR6//33acCAARx/165dO7p27RpFR0dT69at6YsvviBRFMnLy4uGDx9OgiCQ0WikVatW8TpS\nWFj4h/laH7XZPbGY3a+JZBMHHLZjAHBxcYHdbofFYkH16tVhs9lQWlqKOnXqwGg0Ij8/n3GisrIy\n5OXloU6dOnBycsK9e/fg4eGB6tWrIz8/HxkZGXj22Wfh7u6OK1euoHbt2mjZsiVyc3MRGRmJrl27\nonnz5jh06BAaNWqEfv36IScnBxcvXsSbb76Jvn37Yv78+ejYsSNGjRqFGzduICwsDB9//DG6dOmC\nkSNHYtSoURg/fjwWLlyIypUrY8aMGcjPz8e6deswb948DBo0CKNHj8Y777yDsWPHYv/+/SgtLcXk\nyZNBRNiyZQsmTZoET09P3LlzB/Xr10fjxo0BAEVFRahXrx6AX8fV/iop3wb5599z72kSOR4ZFxeH\natWqoVWrVrh69SquXLmCWbNmoXLlynj33Xcxd+5cvPXWW9i8eTOaN2+OYcOGQRAEEBGqVKnyNz9J\nhciFiJCZmYlmzZrhzp072LNnD0aMGIGePXvizTffRPfu3fHZZ59BFEX06tULy5cvx9SpUzF27Fjk\n5ubCz88Pvr6+2LVrF/bu3Yvnn38ejRs3xocffojdu3fj3XffRZMmTbBp0yb4+voiJCQEW7ZsgbOz\nM1atWoVFixahbt26SEpKQps2bf7S+VNSUgJ3d3cJUwPw27HC3yNPHWYnp88hUprB5OYxOTmpyWRS\nuAXLsaxHuQibzWYF/vUol2O5y3n5V3CDwcB1SMHVksnAarWyGcxut1NWVhZjLEajUZHdW04E7O/v\n/0jM8Z8kTypG80dFThml1Wr5c1BQ0N/+lvU4yJM4HkRRZFd7qQ/9/f15vpeWltLKlSs5Y8WKFSt4\nPdm2bRtt2LCBx4OUPSEoKIhNpUT/9/pQ/v6vQQe/pdzfKXjEm90T6ZY1bdo0tGrVCgkJCfDy8kLn\nzp1x7NgxnDp1Cm+88QamTZuGpKQkTJ06Fd26dUNJSQk2bdqEVq1aITY2FoGBgejZsye8vb2hUqkw\nfvx4vPXWW7DZbPD29kb37t2RlpaGiIgIdOvWDefPn4dWq8WYMWMwe/ZsEBF27tyJgQMHQqPRICkp\nCX379kVoaChsNhsmTpyIjRs3AgAuXLiAd999F5UqVYJWq8U777yD3NxcVKpUCUuXLsVPP/2EBg0a\n4M6dO/j888/RqFEjEBGmTJmCgoICeHp6YufOnQgODkbDhg1RUFCAtWvXokqVKnB2dsa+ffug0Wjg\n7OyMmJgYREdHA3AcYs6dO8c6u3PnDkwmEwDHW0Nqairfu3//vuKa/nPq0mg0yM3NBeB4W757966i\nPklSU1NRWloKALDZbIiPj+d79+7d4+uMjAyYzWYAjjfutLQ0vpeens7XeXl5sFgs/LtSGwAork+f\nPo3MzEwAQFZWFvz8/PjemjVr+NrX15e/FxcXhwsXLnDd69at43JbtmyBXq8HANy4cYP1cOvWLW5f\ncnIyLl68yPr54Ycf+Lm3bdvGv3Pu3DlcunQJABAWFsbjITc3F/PmzYPBYIDJZMLy5csRHBwMAIiK\nisLWrVsBOLxfV65cCUEQAAArV65EamoqnJ2dcfDgQVy8eBEeHh7Q6/VYtWoVe8VeuXIFhYWFD9XD\nwYMHkZOTAwBISEjA2bNnH1pu27Zt0Ol0AIDw8HCEhIQAAAwGA7y9vbmcl5cXW04uXryI2NhY/J1y\n6dIlpKSk/Gn17dq1CxqNBgAQGRmJq1evAgAsFgv3OwCsX7+e+yk3N5d1IlmMAEd/3rp1CwCg1Wqx\nYcMGEDm8yidOnAgnJydUq1YNS5YswZ07d/D6668jMjIS58+fh5ubG6ZNmwYvLy+YTCYsXrwYO3fu\nRGJiIt5//300b94c169fh4eHB9544w2sX78eNpsNHTt2xL59+5CdnQ1nZ2dERUXh8uXLAIC7d+9i\nwYIF/GyvvfYaNBoN1Go1/v3vf+PcuXMwGo1Ys2YN5s6dC0EQ4OPjg5dffhlmsxk3btzA0KFDERoa\nCovFAi8vL6xduxaAYz2YMWMGzx9fX18ed2VlZTzeAeX6kJ6ejqNHj/Jn+Zj8M8Rl2bJlf2qF/2tZ\nvnz5skOHDsHT0xODBg1CzZo1Ubt2bbRv3x7VqlVD1apV0bRpUwiCAJPJBHd3dxAR7t+/Dzc3N1Sr\nVg3Xr18HANSqVQuBgYHIzc2Fq6srYmJi4O/vDycnJ5SUlOC7776DxWKB1WrF0qVLERMTA6vViuvX\nr2P16tUoKyvDM888g7FjxyI7Oxt16tTB1q1bcfToURQVFaFOnTr48MMPkZGRgVdffRWffvoprl27\nhvr16yMtLQ3z589Hbm4uBg8ejCFDhuDWrVsYMWIEvLy84O3tjZYtW6JWrVp47733UFxcjBEjRmDC\nhAm4dOkSFi5ciPj4eHz22Wfo378/mjRpgokTJ8LNzQ3du3fHmTNnEBwcjEGDBvHm3LVrV9SoUQOx\nsbFwdXVFvXr1YLFYoFKp0KhRIwDgdjs7O0Oj0cDDwwOVK1dGUVERXFxc4OHhAUEQkJmZiSZNmsDJ\nyQkPHjyAp6cnqlSpgszMTLi4uKBOnToQBAEPHjzAc889BycnJyQlJcHT0xOVKlVCTk4O7HY76tSp\nAwCIj49H06ZNATgmi6enJ1xcXNhtuXbt2gAAlUrFJlhPT0907doVrq6uqFGjBho0aMBhCc2bN0et\nWrUAAA0bNoSnpyecnZ1Rq1YtNGzYENWqVYOTkxOaN2+OmjVrAgCaNGnCput69erB1dUVTk5OaNiw\nIdzc3ODi4oK6deuicePGqFSpEqpXr44uXbqgUqVKcHZ2RpcuXVCjRg24uLigTZs2qF+/PqpUqQJP\nT094enqibt26yM7Ohru7O1q1aoXIyEiUlZXh+eefhyAI2LVrFxo1aoQuXbpg7ty5iI6OxmuvvQY/\nPz8sX74cnTt3RrVq1fD2229Dq9VixIgR+Oyzz3D9+nXMmTMHJpMJx48fxwsvvAAPDw8AQIsWLfj5\nGjRogGeeeYb10KBBAzaVyvUl10Pt2rX5OSpVqoSmTZtyfc2aNYO7uzsAoG7dumjQoAFcXV3/J/P+\nt0jdunXRrVu3h4bI/BFp1KgRPD09AQAeHh5o0KABqlatCldXVzRt2pT19dxzz7G+1Wo16tatCycn\nJ6jVatSoUQNVq1bFrVu3YDab0axZM0yYMAEREREYMWIEZs6cCV9fX7Ru3RqlpaWYOHEiUlNT8eGH\nH2LKlCn44YcfMGzYMPj7+2Pu3LmoVasW6tWrh+HDh+PevXsYP348Pv/8c2zduhUjR47EkSNHsGDB\nAkyaNAk2mw2vvfYann32WbzwwgsYPXo0PDw8UK9ePaxfvx7u7u7w9PSEj48P3Nzc8OKLL+LMmTOw\n2Wxo3749srOzoVar0bhxY7i7uyMzMxP16tVDp06dEBsbi5o1a6JTp05ISkpCbm4umjdvjmbNmuHI\nkSNwd3dHjx49kJycjNu3b6Ndu3aoXbs2goKCUKNGDTRp0gREhOLiYtSrVw9OTk5wc3NDw4YNUaNG\nDQDKMfl7ZPny5Vi2bNnyX9x42Ove4/yHv5gujEj5eq7RaEilUjGzQWhoKKWmppLJZKJbt27Rzz//\nTNnZ2aTVapkk2GQy0alTp+jIkSOcOmfdunV0+/ZtstlstGPHDjp16hTp9Xq6f/8+rVmzhvkcd+3a\nRbdu3SJRFCkzM5POnj3LYHhERITC1fzXWFIq5MkRq9XKZiqr1UpXrlxhM/3BgweZqUIiIKiQJ0eK\niorYA/Hy5cs0ceJEunPnDgmCQIMGDaI1a9aQTqej2NhYaty4MQeyv/TSS7R06VKyWq00b948Gjhw\nIGVlZVFiYiK1bNmSIiIiyGq10pgxY9h8uW3bNnaMKiws/Nvowf5qwdPkjUnkYEiQOq+0tJRpcQRB\nYA9CIlKkNZHHn5WVlbHXlCiKTLlDROx9RuRgQZDXLc+ULfcWSk9P501IjsMRkSKhpxwbtNlsCgoi\nOX1PeZ7K8vbwJxGb+F/I36GHR1F92e129mQVRVHRt/Jr+aGkfHiHnMpM/p3yh5fyGEvFeHDIk6IH\nKT0ZkeOgWlJSQmVlZdzPwcHBTP9XUFBAoaGhHLO7f/9+XvsiIyPZX8BisXBogoThysenKIqKNUbu\nfyD3Xyifukc+JuWhRI+rPGqzeyIxu88//xzNmzeHWq3GV199BU9PT1y+fBmbNm1CkyZNsGTJEpw/\nfx49e/ZEnz59EBMTg/Hjx6Nly5YIDw/Hhg0b0KJFC2zbtg3Xr19Hr1698N5770Gn02HOnDno3r07\nYmJicOTIEbRv3x4HDhxAWloa+vfvj8mTJ8Nms+GLL75Anz59kJmZiZCQELz00ks4duwYysrKMGzY\nMLaH7969G71790ZpaSlycnLQv39/BAYGgogwe/ZsrFq1CoADFxo8eDAEQYDdbsfYsWMRFRUFADhx\n4gRjOSaTCVOmTGFcYO/evYy5lcetduzYwXbzgIAAFBUVAXBgTaGhoQAch53z58/zdy5cuACbzQYA\nSEpKwoMHDwA4WEj8/f253PHjx7nu4OBgtskXFxcrsMIDBw5wuaCgIBQXFwNw4D+SORlwYGSSnDt3\nDoGBgQAcHlxLlizhezNnzuT6fHx8kJycDMBh+pRwMQCYMWMGX69btw7Z2dms5/379/Ozz5o1C4AD\nh5HwDEEQsG3bNhARBEHA+vXrcefOHdjtdmzZsgVr164FEeHYsWMYOnQo66BTp05QqVRISEjAoEGD\n4OPjA5VKhdGjR+PDDz+ETqfD8uXL0b59e5SWluLatWvo1KkTrl69CrvdjtmzZ+OLL74AAISEhKBf\nv36wWCwoKyvD66+/jvDwcADA0aNHGR8RBAGLFy/m8ZCdnQ0vLy9+9unTp/P1Dz/8wNhjdHQ09u7d\n+1B9LVmyhDHYy5cv8/gwGAz48ssvudzs2bP5dw8ePIibN2/ir5Y5c+bweP0zRK6H5cuX85y5evUq\nTp06BcAxVm7fvs3l5OM4ODiY8bvQ0FDExMQAcIy7bdu2cZnRo0fD2dkZ9+/fx8svv4yCggLUqFED\no0aNgp+fH/r374+DBw9i4cKFqFevHho3boyhQ4dCrVZj3LhxGD9+PC5cuIAePXrA398fXl5eqFy5\nMgwGA0aOHAmr1QpRFDF27FjcvXsXgiDg008/xc6dO6HT6TB58mSMHDkSoihix44d6NixI9RqNZKT\nkzFw4ECcOnUK2dnZGDduHCZPngyLxYJ169ahc+fOjP0/SlQqlUKP/v7+SExMfKiOd+7cibi4OADA\ngwcPFJiwvNzq1asVeP0fkSc29CA7OxsNGzaEq6srcnJy4OTkhEaNGiEzMxMFBQXo0aMHMjMzERcX\nh/79+yMzMxPJyclo0qQJjEYjVCoVatSogSpVqqCgoAB6vR6NGjVCeno6TCYTWrdujejoaBARWrRo\ngejoaAiCAE9PTzg5OSE+Ph516tRBnz59sH//fjzzzDMYPHgwLl26hLKyMvTo0QMNGzZkOqBZs2Zh\n2rRp8PDwwJQpU5CWloaDBw9ixIgR+OSTT/DOO+/gxRdfxLJly3DgwAFERERg3rx5aN26NT7//HOM\nGjUKo0aNgo+PD0wmE8aPH88DdcKECXB3d8e1a9fQpk0bNGrUCKWlpcjKykLHjh0BOAZSmzZtADg2\nJHd3d7i4uLCLukSnZbFY2F1dThFmsVgYmyIi6PV6xm40Gg3T+hQVFcHDwwOurq6wWCzQ6XR45pln\nADjwjIYNGwKAgu4NcCykkq3+cZfyoS0uLi58DTjCXIgIRqMRNWrUgN1uR25uLjw9PaFWq5Gbm4s2\nbdrg5s2bsFgsaNeuHeLi4nDv3j20b98e7du3x5IlS9C+fXtMmzYNCxcuhM1mw5QpU9CsWTOsXbsW\nr7/+OoYPHw6tVgtRFBnHrJD/vRgMBlSpUoXxSXkoj3wuSA5uLi4uWLduHQYMGIDOnTujW7dueOGF\nF+Dt7Y3Ro0fj9u3b2LlzJypXrowPPvgAo0ePxu7du9GhQweYzWZcvnwZhw4dwvfff4/du3fjhRde\nQI8ePTBy5Ej4+vqiX79+aNCgAQ4cOIAtW7YgLCwMW7ZswenTp3Hr1i3Mnj0biYmJSE1NRZ8+fbfc\ne/wAACAASURBVODs7Izs7GxUq1YNAwYMwN27d2GxWNCvXz8kJyfDYDCgadOm8PDwgFqthiAIaNGi\nBVJTU6HT6dCnTx+m4vstYrPZ/lIs96kLPXgcpbwbrtxGrtVq2aRgt9s5ozSRw5wg3SsfElHezv64\nuPdWyF8jEm1chTwdEh8fz/CJv78/rVq1ijQaDVmtVho9ejSz7pw8eZLGjBlDBQUFZDQaadCgQYz1\nzZw5kzOuJCUl0ZEjRzj7ikT2LoqiIuzqnyR4mjC74uJiZs+w2Wx048YNxunS0tIYlNXr9ZySR2IY\nl+zU6enpDPRbLBYF80VYWBhvKllZWYoEpHKHgKioKC6XkpLCGIvVauUBTURMB0WkxO/Kb2zywVl+\nkytve38UTdb/cjP8I7E3f6S+8vKoeEidTsd0X6IoKmId5d+RUt38njbI9a/T6Ri3KCkp4b7V6/VM\n72U2mykoKIgMBgNjwBLNVmlpKbOVSNR1ksTHx3NbzWYz8yESKcdK+YVLjtn9Wmobub7keiif6uhR\n3zGZTL8p1dHjIn8k5ZMch/ozn6k8j640pqxWK2ccJ3L4FUjZLaT+z8rKIo1GQzabjdOSSeM7JydH\nMdb1er0Ci5MoBYmUCY7z8/MZB7Rarb+JLu7PkPKpjuTXpaWlipeAX0uRJYnFYvnVjfyp2ux27drF\nGZj9/Pxo0KBBdPDgQQoMDKRBgwbR6NGjKSkpid555x3y9PSk/Px8mjFjBnl4eNDp06dp3bp15Obm\nRpMmTaLAwEBq1aoVeXp6kkajoQkTJpCTkxNdv36d9u3bR7Vq1aIvv/ySMjIy6F//+he1a9eOBEGg\nL7/8klxcXCgxMZHCw8OpXr169P3335PBYKA333yT+vXrR6Io0qFDh6hGjRqUk5NDRUVF1L59e9q5\ncycRES1fvpyGDRtGoihScnIytWzZknNWjRs3jqmZQkJCaP78+UTkmEASFygR0c6dO9mhJjMzkw4c\nOEBEjgHm7e3NE+rYsWM8YJKTkzmtjNlsZk5OIqJ9+/axk0V4eDhTJBUVFTHvoN1uV9T9008/Mfdj\nRkYGU3DZ7Xbat28f133mzBkezHFxcdyG0tJSBQ3YhQsXeAIUFxcz5RUR0ZIlS/j66NGjTEeWnp6u\noCZbvHgxX//44498YAkPD+eJkpmZyafl4uJiOnr0KF9//fXXZLfbSa1W05QpUyg6OpoKCwtp/vz5\ntHnzZjIYDLR69WoaOXIk2Ww22rVrF/Xp04fS09MpMDCQhg4dSjt27KDk5GQaNWoUjRgxgtRqNY0d\nO5bc3d0pMzOT5s6dSy4uLrRv3z5SqVTUs2dPeuutt4iI6NSpU1SnTh3FyV46uMXHx3MaHyLHW8Cu\nXbuIyLFISuOrvL52797Ni2lcXBw/b3l9bdiwgfspODiYDxR6vZ6p5YiIvv3228furfP3bnaJiYmK\n8S/Xl5zz8urVq7z4qtVqBYWd1C9EjjEpzZ9FixbxPJ03bx5NmjSJRFGkNWvWUJs2bchoNFJAQABV\nr16dIiIiyGg0UuvWrWnRokVE5Fgf+vbtS6WlpZSVlUWNGzem4OBgTue1YsUKstvttHTpUnr77bfJ\nbDbTxYsXydPTk06cOEHBwcHk4eFB/v7+FBsbS8899xzNnTuXMjIyqFevXvT888//JZYijUZDmzZt\n4s9yHR8+fJg5OpOTk8nX15fvyVNkbdu2jYPsb926pdB5eXnUZvfEYnblhUiZXkLCUWw2G5ydnRlr\nslqtqFKlCkRR5PgtQRBQXFyMqlWrwmg0wm63K2LL3NzckJGRAVEUOQ1QamoqGjRogCZNmuDy5cto\n0KAB2rZti+TkZGi1WrRv3x5169bFiRMn0K1bN3Tt2hXnzp1DtWrV0L9/fxiNRgQGBuL1119H/fr1\ncenSJbRp0wYtWrRAYWEhMjIy0L17dzg5OSE2Nhbt27eHq6sriouLOf4JAAoLCxkTk+NecvwIUOJM\ncl3Jr3/t3n/7nX+iPEoXoijyZ4PBAABISUkBEaF+/fqoXbs2AgIC0KlTJ7Ro0QJqtZrj/Srkr5Py\nmLWEZZdPGVUet5Ww8MjISPTu3RsJCQnw8fHB5MmT4eTkhFdffRX//ve/8cknn2DQoEFo27Ytvvji\nC9y8eRNr167FwoULMX36dLRp0wY9evTAjz/+iN27d+PIkSM4dOgQjEYjRowYgW3btqF79+4YPnw4\nFixYgFdeeQXjx4/HsGHDMGzYMJw4cQJt2rRB165dER4eDnd3d05pZrPZUKtWLbRq1Yrb/rTIozC7\np2azq5AKqZAKedwlPj4eLVu2RNWqVREZGYmaNWuiXbt2MBqNzGcrHXY0Gg1Gjx4NIsL69esxbdo0\nVK9eHWfOnEG/fv1Qp04d5OTkcDC/PA/kP1ketdk9kaEHN2/exMqVK1FcXIzExER8//33CA0NRV5e\nHnx9fbF7924QEaKiorBq1SrY7XYYDAbs2bOHXdVv377NrvQmkwk//fQT1+/v7w+j0QgAyMzMZPdh\nQRCYMghwuIdLbsYZGRns3m6z2RR0WnFxcZIJFgUFBUzFRETssg9AQfOk1+u5bumzJEajEdeuXQPg\nOHHKN3+Jjku6J7+WyhGRopz8Wu5WLAgCrFYrf5beQspfG41GiKLIn8vKyvhaelYAKC0t5TbY7XZ2\nbwfAtEzlvyOK4iOfKTY2FqdPn+a65e7gV65ceeh3zGazQg/y55DczKW6pTLXrl2DWq0G4HDZl1zN\n09LS4OvrC8BBE7V+/XpotVoYDAYcOXIEoaGhEEURN27c4HCHwsJCeHt7s15v3LjB1G0Wi0UxbuR0\namazWaGXoKAgfo6EhAScPHkSgEP3Ei1VeT3cvn2bdV5QUMAu3wAU41qigAIc41rejsddpHnxR0Wu\nL/mYloc3EJFibsrvycdqfn4+l0tPT0dBQQE6dOgAo9GI0NBQvPTSS3j++edx/PhxVKlSBQsXLsT9\n+/dRVlaGIUOGoH///sjPz4ezszMWLFiA+Ph4EBGGDx+OlJQUGAwGNG7cGBkZGcjNzUXVqlVBRAgL\nC2M93Lhxg+e0yWRier2nRYgIQUFBv6nsE7nZde/eHW3atEH16tXRtm1btG3bFtWqVUOdOnXYvGcw\nGJCcnIy8vDzY7XYEBgbi7t270Gq1iIqKwq5du5CUlASdTodFixbh8OHDEAQBhw4dwvr165GYmIj4\n+HhMmzYNwcHBMBgMmD17NrZv3w673Q4fHx8sWLAAaWlpSEhIwMcff4yAgAAIgoBp06Zh06ZNICIE\nBgZi8uTJyMvLg16vx5w5c5hr8MSJE7xYajQarFy5kheZQ4cOcWzK/fv3cfz4cQCOTWLTpk1spjx3\n7hwyMjIAOOLsfv75ZwCOiXr48GFeEC9fvsyLZUpKCnPSmc1mRVzc0aNHeSEODQ3lhS43N5frttvt\nOHHiBNcdGhqKgoICrlvaKAwGAx8oiAgBAQG8uYSHh/PEy83NZZ0QES5dusTPl5yczHVbrVY+eACO\nzUFaaOx2u2KhkTZcIlLE8EVGRvLB4cGDB7zRqNVqLpednY2rV69CFEVkZmYiKioKZWVl0Gg0iIiI\nQGFhIUwmE65fv47MzEzY7Xbcvn0bOTk5MJvNSE5OZjdtrVaL+/fvo6ioCDabDYGBgXjw4AEsFgvC\nwsKwfft2pKamwmw2Y+nSpcxXmZaWhvXr1/NCFRYWptiMdTqdIrO7tKja7XY+qMn1ADgWO0mvNptN\noS/5Rio/vFitVsVh4WkX+aFSPn9OnDjBB7L09HQ+WBERx98BjrhXKcbt448/xtWrV0FEmDhxImck\nmT9/PoYMGYKsrCz4+Pjggw8+gK+vLwwGA95991188MEHEAQBO3bsQLt27ZCamoqbN29yLK9Go8GQ\nIUOYp3fhwoUYOHAg9Ho99u/fj379+iErKwvXr1/HkCFD4O/vD1EUMXXqVBw4cOAv1Ob/XsofWP/P\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TzJNms5nrFkVRUXd2dja3wWKxsNs5AMV1SkoKu8+XZ/GXM3vLqZz0ej27RxORIm2O/Fqn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\nzMnOhAkTJkz0eZiTnQkTJkyY6PP4/wEabM2V7l0kTgAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define the slice to plot\n", "t, zlevel = 4, 0\n", "y_slice = np.arange(250, 370)\n", "x_slice = np.arange(200, 320)\n", "# Slice and mask the arrays\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice, x_slice], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice, x_slice], 0)\n", "# \"Unstagger\" the velocity values by interpolating them to the T-grid points\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "# Plot the velocity vectors\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "ax.quiver(x_slice[1:], y_slice[1:], u_tzyx, v_tzyx)\n", "# Axes limits and grid\n", "ax.set_xlim(x_slice[0], x_slice[-1])\n", "ax.set_ylim(y_slice[0], y_slice[-1])\n", "ax.grid()\n", "# Axes label and title\n", "ax.set_xlabel('x Index')\n", "ax.set_ylabel('y Index')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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DJGJjY2WHMl+9eoUSJUoo6tfpdJLDY6nLwZDzzQnUpEMSL168QNmyZWXlXr16hUKFCsmW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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "y_slice = np.arange(250, 370)\n", "x_slice = np.arange(200, 320)\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice, x_slice], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice, x_slice], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "arrow_step = 3\n", "y_slice_a = y_slice[::arrow_step]\n", "x_slice_a = x_slice[::arrow_step]\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "ax.quiver(x_slice_a[:], y_slice_a[:], u_tzyx[::3,::3], v_tzyx[::3,::3])\n", "viz_tools.plot_land_mask(ax, '/data/dlatorne/MEOPAR/NEMO-forcing/grid/bathy_meter_SalishSea2.nc', xslice=x_slice, yslice=y_slice)\n", "\n", "ax.set_xlim(x_slice[0], x_slice[-1])\n", "ax.set_ylim(y_slice[0], y_slice[-1])\n", "ax.grid()\n", "\n", "ax.set_xlabel('x Index')\n", "ax.set_ylabel('y Index')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": true }, "outputs": [], "source": [ "bathy = nc.Dataset('/data/dlatorne/MEOPAR/NEMO-forcing/grid/bathy_meter_SalishSea2.nc')" ] }, { "cell_type": "code", "execution_count": 110, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 110, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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CvBl2PcSA004dom9UkiNmRFPQmVcXNKqxU0qlKKWWAgVAqoisAvYHTlVKzVNK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Lfy2i1A3IKT+3EyFBelwKmVYQlur8/IjV4LqzNhn4A0NeE6P4cD0tKgx2EwcAAs8YvMufko+Hg1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\nMc7OYDAYDFmPcXYGg8FgyHr+HyRxK6kWYLGyAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "y_slice = np.arange(250, 370)\n", "x_slice = np.arange(200, 320)\n", "\n", "arrow_step = 2\n", "y_slice_a = y_slice[::arrow_step]\n", "x_slice_a = x_slice[::arrow_step]\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "speeds = np.sqrt(np.square(u_tzyx) + np.square(v_tzyx))\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(15, 8))\n", "viz_tools.set_aspect(ax)\n", "quiver = ax.quiver(x_slice_a[1:], y_slice_a[1:], u_tzyx, v_tzyx, speeds, cmap='hsv_r', pivot='mid')\n", "viz_tools.plot_land_mask(ax, bathy, xslice=x_slice, yslice=y_slice)\n", "\n", "ax.set_xlim(x_slice[0], x_slice[-1])\n", "ax.set_ylim(y_slice[0], y_slice[-1])\n", "ax.grid()\n", "\n", "ax.set_xlabel('x Index')\n", "ax.set_ylabel('y Index')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n", "ax.quiverkey(quiver, 252, 302, 2, '2 m/s', coordinates='data', color='white', labelcolor='white')\n" ] }, { "cell_type": "code", "execution_count": 270, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 270, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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0ludi0PhruPRvUEXfu8SOQf8OWPo+fx+j26BsBqraL1lAN4JaBgFjm7Y7qC5bGPjMzjg7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uPa1fqLVYSSyEyqi88OVHm2fx3d6TZ2DfjXnYQ1zIHhp2lL7Kcj5XcMh0e305dp555Hfx/YoA/l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M0qIghpZx+OGQMUS+t/vaQ4YOGZGdLOfgxFYtYyltR/rBwv53ay4c5RxvNP01F3H03WhlI0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\nOzTeCXXXoeRb1aS6QEqa/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PPRL3OBigI8DgSllJ8uiL0H+Bsp5T15ZfMLVG4mt0Blgyxo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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "y_slice = np.arange(260, 320)\n", "x_slice = np.arange(180, 240)\n", "\n", "arrow_step = 1\n", "y_slice_a = y_slice[::arrow_step]\n", "x_slice_a = x_slice[::arrow_step]\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "speeds = np.sqrt(np.square(u_tzyx) + np.square(v_tzyx))\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "quiver = ax.quiver(\n", " x_slice_a[1:], y_slice_a[1:], u_tzyx, v_tzyx, speeds,\n", " pivot='mid', cmap='RdYlGn_r', width=0.007)\n", "viz_tools.plot_land_mask(ax, bathy, xslice=x_slice, yslice=y_slice)\n", "\n", "ax.set_xlim(x_slice[0], x_slice[-1])\n", "ax.set_ylim(y_slice[0], y_slice[-1])\n", "ax.grid()\n", "\n", "ax.set_xlabel('x Index')\n", "ax.set_ylabel('y Index')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n", "ax.quiverkey(quiver, 252, 302, 1, '1 m/s', coordinates='data', color='white', labelcolor='white')" ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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AZGXRZnfeecDtt1vTVw/rKFaMnpjbt1tfxsbn0ybsRowAOna0VtNx+DDv/SlT9Cc5jxVS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Vu4Ipk61VkfsRdeYLgxpbi1OnIkhb8faN+eArhrV+fLXr2a9/nXX8AxJTDUgpHtzyBsdQZtGzOK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\npHC7+27G2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PAiZYU6uxDXyMlhFJR336Xhwr//nTxclB1yc4HBg3m9qlVpoNCyZXKrQLNk\nZ3MrdNGiwmPxYqaGigq+GjXoyBzNUqEUV4WLFztbFy/ZsYNxbz/5BLj11uK/++WXdDHp35/hw5xW\nVy1fzqDyxx4LdO8OPPWUtb4W6uw8ssYs2ML8HsBzIrJfKXUMgKoicqFS6gIAQwEkigke9wk9+uij\nqF27NgCgSpUqaNKkyf+2LiKRCACEn8PPtj9PmAC0aRPBiScCEyem4bzz9F3vkkvS8PXXQMeOEZx0\nEvDpp2lo1QqYPDmCBQv03F/jxsDu3RHUrAl06cL///hjBGvXAqVKpWHYMGDaNH4f4P/z8iIYOBB4\n6KE0KOWv52X2c14ecP31EVx6KXDrrcV/v1y5NLz0EvDppxGccgqglPP1+fZb4PjjI/jyS+Af/7BX\nXiKcbs9AES+jq1MHgGMBjAfwfMzfxgK4IubzagAnAXgFwCsxfx8HoEWcMo9Om1sCSU/F9N0W0NEO\nq1eL3HqryJlnivzwA7On6+LwYWaxPuMMkVatRCIRa+Xo6g/z54ucdppImTIixx4rcvHFIjVrMut2\nmzYiQ4eK7Nql5dKWMNMOHTuKpKWJ5OQU/71Nm0Rq1BAZNcpe3Yrjzz9FTjxRZNUqZ8pza3yAD7KS\nxx7ROkkceaRtQ0ZxfdsPwFIR6R7zr5EAWhZ8pz6AMiKyE8AoAPcqpcoopeoAqAdgdnHX2LtXS9Xj\nsn49t3hCyNq1tGBLFUS4XffyyzT8aNECWLKEQbZ17dT06kW9zKhR3LqcMIHWgH6iSRNur91wA7d0\nu3alHnDcOJrIf/UVULs22+uzz9x9J+0wZgy3I4cMKd7i8fBhhn57+mn61OnihRfoylK3rr5rlHji\nSUAnDgCXAsgHsADA/ILjOnC19zWAxQDmAUiLOec1cKW3HMC1CcoVEc62zzlH5JprREaOTD47s8u9\n94ocd5xI7doiN9wg0qGDyJdfisyaJbJvn95rx5KfLzJzpsihQ+5dsyj79omcfrpI5coiV17Jthgy\nhLNSnasgp9m+XeRf/xK55BKRSpU4e3/5ZZG//nLn+t26icyZ48617JKfLzJ5skhe3tH/O3xYZNIk\nkdatRU46SeTtt0X27nW/jkZZt07klFNEfvut+O/l54s88ojIP/6ht1+PG8ddhMxMfdfQBXywmose\nsXWSOLIj0E7lhw/Tgqp3b4ZteuIJ+sroMgnPy2PWgSVLGIk8+nP5clrpNWjAo149KpnLli08ypWL\n/3v58jRbLleu+BXEwYPAwIHAe+9xZj15MnD55Xru0yg7dgDz5jGp5Lx5PPbvB5o1o3Nus2YMo1W5\nMg0sqlRJfp9GyM5mdoGLL7ZX1oED9Jf72994nHiivXqFcHX89tvMAPDCCzToqFDB61oVcvgwLRwf\neID1K47u3blynTaN1pG66tOoEbMa3HCDnmvoxC8GKrFyTCkV10Al0MIulgULKPSGDgWuvprbDmlp\n7oRwysvjNmdUAO7dC2zfTl+ZrCx26KK/R39mZwM7d3IbrXJloFKlI39Wrkzfn3XraJmVm8sXr3Pn\nCJ55Jk3/zZlk+/ZCwbd+PS33MjLYJhkZdMStUqVQANauzUgUp53GScpppxUe1asfOcgsXsytsq+/\nplDdtg1YujT0NwT853e5fDkT1+7aRStGI/FenSBZO+zbxwlO+/bFjw0TJtC5fMYM9lFdvP02fShH\njHC2XLf6QyjsNJLM9WDvXg6GvXtTgDz1FHNSOW267TRZWaz7vn1H/ty7lyu6yZN5P/n59OspXTqC\n5s3T0LIl0/+0aBEMJ+HDhwsFX/T+tm1jNJAtW/gz9ihThol1166loFeK7aAU22zaNH8N8l7hN2EX\npWtXTlAmTeIqXzdOtMPatXynvvpKrw517VqgeXO6d9Sq5WzZobArAcIuiggjTvTqxS2Vu+5imozz\nzw9mwN7du5kr7euvuRpcs4ZbRhMnciBZtowZE1q2BK68koYFQRB+xSFCobh5M/3Ohg2jsM/P5yq3\nenUakNx+O7d0jz3W6xqHxOPjj4Fu3dhPz0zkZOQTDh3i9vjjjwNt2+q7jggNXi69FHjlFX3X0U0o\n7DRixal82zYGbJ0xg9Ej7r2X0TDOPVdTJTWybBnv5f33j4zckJEBTJnCAWXbNuDHH6k//PvfC4+G\nDYMtELZto1527FiuEn76iRmkf/iBwv+mmyj4rrlGf4STEHP07s20ORMnUqftR0QYHSYrC/j2W72T\n4p9+YqaMhQuDm6vSL4IuSlQuJBJ2Wv3sdByw4WcXtWR8/nn6DjVuLPLuu/SrChrJ/GgOHhSZNk3k\n449FHnpI5NxzRcqXF2nRQqRdu/hWdUHh559F+vTh79F22LhR5JNPRFq2pGXlsGHe1c8LguB3+cUX\nIk2biqxcqe8adtrh889FGjQQ2b/fufrEY/t2kerV+X7qQnd/gA+sL+Md0bpJHNlRomJqK1XoQ/Xh\nhwyo+9133LaoVYurvbvvdn7/3AvKl+d9xWZO3r+fyvCVK/WGvNLNjTce/bfTT6efUrt2NIrw2aQz\nBMA//8nV03XX0cKxWjWva1TInDnA//0fxwSd1qNRO4IHHnA+q7lb+G1FF0txdSsR25jJyM1lIN3v\nvqNV1DnncKvzrrv0uTHMmMGydVp6hYT4kbff5ns2eTKtjr1m505u83/4IdP16GTgQBrtzJkTzPRL\nfhZ0sUhJ1dmZITubZsdDhtDApWxZ4KyzqFiPPerUsTYDnDKFAYXnzGHU9I4dnb+HkBA/I8IV+LJl\n1L96aUiVl0f/tsaNKYR0snEjheqvv3qTB9EuQRF0QCjsTJOdTYOWtWuPPtatY06xM88sFIYnnHDk\n9lns7yNGcPtw1y6WC9CPp00bllOhQuHP8uWTbzP61dTcbcJ2IEFrh7w8qg3KlqXxilMrPDPtIEIj\nkU2buOLSmSg1Px+46ioaT7lhfel0fwiSoAPiC7sSpbMzS5kytGBs2PDo/+Xn0zowVgD++Se3RIEj\n40ZG4y7u2nXk32fOpNDcv5/RPKI/Dx2iM3VUADZsSGvLWGfsjAzq36KRSSpXZkqYE05gJJDjjw/1\nVqnA9Ol0udi370gfzH37+JxPOw2oX5/C47jj+HvVql7XOjmlSwPffMPdjbPPBt54gxM/tzJzizAO\n6qRJtBDVfd1PP+XPDh30XickMeHKzkWysxlNomNH+s29+Sbw+utHfy8vj+HBYgVg1BE7NhpJ0d9P\nPpkCdNculnHSSRwQTzwx8e+XXeYPvUlIfH7/vVC3FXtUrMh+sXYtJ1LRnHMrV1IXVL9+4XHOOQww\nXLcuBaLf+P13bu1v20b3kXLlOJmsWJErLx38f3vnHlxVfe3x7+IRAamETEIqNBLSgIRpHaGADDgS\n66Bwp1faO9Ze6UOtrdLpiKPc3ntrr3NHdMZHexFrxyk0YpkyLXq1l9HR0oIl8pC3BHmDuQlJhITw\nyAOTnGDOun98975n55DEPM5z7/WZ+c3eZ5+9s89eOWd/92/91m+tJ55gAu6//z3+aeJee43Xt2NH\n4jLJDIR068V1hbkxU4T2drpNpk1jiwetrRS9c+e4dFv069/8JvUn+hq9RxWorY0IoLdVVABjxkRE\ncOLEyHp+fnLnYKoyEnLTJrrwBw2it2LJktif66mnOCZfWsoHxHiydSuDXtJpnM7ELkXwg9jFgnQb\no4kXZgfSGzt89hmDJE6c4Fi0d3n6NKfcuOJXWMggrAkTKITpEjn4eXZ4/nmW9iktjf/Uh6NHmZ93\n7Vrm600k/f1d+EHoABuzM4xAM2RIJJp4/vzO74VCEZfoyZPM7LF+PXuDVVV0fbviN2MGM/XPnp0+\nKenCYVYxWLWKbuF4C11tLaM8n3su8ULXX/widN1hPTsj5Whu5niNkRp0dDBisaKC7cwZCuHRo8Cc\nOYwynDePApiK98uDB5kX9wtfAEpKmIAgnly6xATSd97JwJt0wG9CZ25MI6VpbgZ++lNGHzY3Jy4y\nz+gfFy8ywGPjRo61XX89kyd3leEmGbS0MNpz9Wrg6acZ7RnvzEH19QyqGTyYpYTSQUP8JnSAiZ2v\n8NtY1ZYtTNXW2MjX777LYAq3DmBXra0NOHiwFOPHF/9/GP7kyYx48+Hvt0dS4fuwYQPwyCMc81ux\ngvNPE41rh7/8hQ9Os2YBy5cnJjXZ1q3AokXA975HcfUmak80vf0++FHoABuzM1KEpiZWKXDbqlUc\nL3IZPJg3Dbeyubfie3T193Pn+LReUwOsWcOioU1N7GUUFVH8Jk/memFh+owxpSPz59NluGIF888u\nXsyyVPGq8t0V9fVM9bdnD+vo3X57/M8ZDjP7yvLlnFqUahXH/SpofcV6dkZcaGrimM7HH3P+l1fc\nWlr41O+28+eBXbv43lVXcdrESy/xZtkfGhp4zmPH+BmOHWPLzAQuX2aAxfTpXE6Z0v+Qe1XeXOvq\n6Hb1Jgfo6vWYMZznlp8faXl5/nTXfvIJJ1A3NlIIpkyJ7/nKy4Ff/You1XvuAR5/PDFzCs+fB+69\nl/Nm161LzSTyQRQ7c2MaMefCBeDIkc7t6FGO50yeTDdSVlZE2AoLgdzcrt2Mra10X776KnD//bFP\nytvSwijDPXuAvXu5rKri/CdX/CZP7rr399ln7EVGX2duLnuW3pRvbvO+HjmS11xZGWkVFRRKNyF4\nfj5t9JWvMNIxNze2158M3CQK778fH7fm/v2MeNy0iQ9HS5bwoSIRfPABPRB33cVafalaK9LEjpjY\npSmJHKMJhTgPq7Lyypt9ayuf2qNbXl5iyggN1A5NTczg4YofwOuKZuhQ9gyLijpfZ07OwMYH29vp\ngnUFsLqan2P7dv7tm2+OtIkTu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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "y_slice = np.arange(250, 370)\n", "x_slice = np.arange(200, 320)\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice, x_slice], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice, x_slice], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "\n", "ax.streamplot(x_slice[1:], y_slice[1:], u_tzyx, v_tzyx)\n", "viz_tools.plot_land_mask(ax, bathy, xslice=x_slice, yslice=y_slice)\n", "\n", "ax.set_xlim(x_slice[0], x_slice[-1])\n", "ax.set_ylim(y_slice[0], y_slice[-1])\n", "ax.grid()\n", "\n", "ax.set_xlabel('x Index')\n", "ax.set_ylabel('y Index')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))" ] }, { "cell_type": "code", "execution_count": 69, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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584r89Zf3+5vJZl2+RRNRLF/OFPDdu3NWdPr04Ma8WInUuCFNZPD990CjRqyH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YnQiZ07fXdNI5/zvXuOxYF9iRUrIFAfPPDP9Z9ElCsnP6ky4R1MRdSUzf6WzffvY5LboYP2CefR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ZQI1tY1a0xv3qelMfbsGWNbtviw4GBsYLx4Yf9MBJlRNt+9iz6ZIwdI0O7exfG4OPRPIfKx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\nzF0eDbMZHhQtvSIxEQPr/fsNlJISRkFB2P6BA3UvXbdu8IbVRuVVL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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "y_slice = np.arange(250, 370)\n", "x_slice = np.arange(200, 320)\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice, x_slice], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice, x_slice], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "fig, axs = plt.subplots(1, 2, figsize=(16, 8))\n", "densities = (0.5, 3)\n", "for ax, density in zip(axs, densities):\n", " viz_tools.set_aspect(ax)\n", "\n", " ax.streamplot(\n", " x_slice[1:], y_slice[1:], u_tzyx, v_tzyx,\n", " density=density,\n", " )\n", " viz_tools.plot_land_mask(ax, bathy, xslice=x_slice, yslice=y_slice)\n", "\n", " ax.set_xlim(x_slice[0], x_slice[-1])\n", " ax.set_ylim(y_slice[0], y_slice[-1])\n", " ax.grid()\n", "\n", " ax.set_xlabel('x Index')\n", " ax.set_ylabel('y Index')\n", " ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [ "t, zlevel = 4, 0" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 132, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 132, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Nn126UKR3+/bWtawBsmX8+CPZVo1IS6N0IOvWkUHblHCSw8sPRLCamjVLvO3M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c2dywuyRo3Y+9+8mfsJXcTffsuqfGbPY9kyGgr37qWg/fRTe6N2tZAwxo5rZMYM3pQbNSr+vvLy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\n2stTKwkR2Soi8wve7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "y_slice = np.arange(410, 450)\n", "x_slice = np.arange(220, 255)\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice, x_slice], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice, x_slice], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "speeds = np.sqrt(np.square(u_tzyx) + np.square(v_tzyx))\n", "max_speed = viz_tools.calc_abs_max(speeds)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "\n", "ax.streamplot(\n", " x_slice[1:], y_slice[1:], u_tzyx, v_tzyx,\n", " linewidth=7*speeds/max_speed,\n", ")\n", "viz_tools.plot_land_mask(ax, bathy, xslice=x_slice, yslice=y_slice)\n", "\n", "ax.set_xlim(x_slice[0], x_slice[-1])\n", "ax.set_ylim(y_slice[0], y_slice[-1])\n", "ax.grid()\n", "\n", "ax.set_xlabel('x Index')\n", "ax.set_ylabel('y Index')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))" ] }, { "cell_type": "code", "execution_count": 91, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/latex": [ "$$u = xcos(\\theta)-ysin(\\theta)$$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$$v = xsin(\\theta)+ycos(\\theta)$$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(Math(r'u = xcos(\\theta)-ysin(\\theta)'))\n", "display(Math(r'v = xsin(\\theta)+ycos(\\theta)'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#Unadjusted Streamplot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Streamplot of Victoria area without coordinate adjustment. " ] }, { "cell_type": "code", "execution_count": 246, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 246, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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wKvCwUY/AtCMYEMaMqYSdQtGEaIj8ssbAy2ug1dsw8Sd4Zb2eanB06FSDWNyHbdLD/3xa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ve4Yd0Z6CcR2Mmjp+8BS3vUR2Or86j68cv31KQHtQV8+RXyInk2l/amXy+EfNjLkjBAJv2uRe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\nFcLuYyoji8nG8SjQr6L4nRHDGGgXBd5N+PHTYlEztYN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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "y_slice = np.arange(260, 320)\n", "x_slice = np.arange(180, 240)\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice, x_slice], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice, x_slice], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "speeds = np.sqrt(np.square(u_tzyx) + np.square(v_tzyx))\n", "max_speed = viz_tools.calc_abs_max(speeds)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "\n", "streams = ax.streamplot(\n", " x_slice[1:], y_slice[1:], u_tzyx, v_tzyx, density=1,\n", " linewidth=7*speeds/max_speed, color=speeds, cmap='jet')\n", "viz_tools.plot_land_mask(ax, bathy, xslice=x_slice, yslice=y_slice)\n", "\n", "ax.set_xlim(x_slice[0], x_slice[-1])\n", "ax.set_ylim(y_slice[0], y_slice[-1])\n", "ax.grid()\n", "\n", "ax.set_xlabel('x Index')\n", "ax.set_ylabel('y Index')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n" ] }, { "cell_type": "code", "execution_count": 92, "metadata": { "collapsed": true }, "outputs": [], "source": [ "t = nc.Dataset('/data/dlatorne/MEOPAR/SalishSea/nowcast/14aug15/SalishSea_1h_20150814_20150814_grid_T.nc')\n", "lats = t.variables['nav_lat']\n", "lons = t.variables['nav_lon']\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Porlier Pass" ] }, { "cell_type": "code", "execution_count": 276, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 276, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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1N1AuGroQymHKOUIZE31cw+/PiSvUJB8sdvfHa0M69yPlDoRpsNdtDGGvhcZc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ZAAAg\nAElEQVQKq9FWnbD/SrnzeOpVfH9yqxuGvhZhP8eOMqV5xHfm1lBO6rWRKvvtY8Ys9eKLM82cmZyj\nUG3yzDPsvHPCAW7AgI3dm5V03Ib+Hyfqw5eWsiRJj+/cGkyE074R/X+bmPRe+zEl5dz1ZXJtntKR\nr45jbHILWHBRax7rmEg3e9CYRKGYe2fxacRw6qOz03zXIlO39MDkcoYlYY5fTne5LrG1RUrdaILy\niPvtodDnvvXuauVNR5uwljPWTSDQy8k62Fsbu2puezN9Z4YhkdpbThMnydDOQq/ItrVMjc3zsuJq\nhKulB/upFzyx4nHcZJkOkKazIn2VV9GyUCfsKUhVRGt+Po8NSvwdJWRty6ZcVVGBq8or9mFPkj87\nYYpvvDU5LVf57/ZynWdHhUrd6+tIji4bm+qu2rfbroFJkwoVF6fee83P53e/45xzErnlly1jfnTf\nnhqnaRNefjJRHx7youf4qHFmLuGOQasWufjfCKYn2cftmyT23muCC1rxZEcWl3PIWJ6cw5U/RU9i\n0yk98HXzDKdmx7xWQ+GXZ2qvtya+k+dpK70bq7NfHAgcYh/nOmWVYjHfJhECB939RoZ6dnaBQMxQ\nTypfY+mSqhGTqZVLhErNdqeYfJSZ4aFqtZMRO01W8E8QDydX5Je/AGUKq2hZ2KyFPVVWdbXB75/j\nohcYNJFLX40m7n8/JCHwjaq6Yp8/jke7Jyq6ZTdlwLXMWHXf51Ad7aadceZ73djqd6oapIJJPi0t\ncP31nWyzTeoUtFnOjBlceCEjRjB5ckLUjz9+Y/dqVXbfhTtvSvydSsLeNpdLdmXLSl7opeXc+/XG\n69OaOK8Vd26VEPdpJXxXwCtJlB9vEAu82CTdHplB5NSwlUmY4rtoIdMTphoqzyhLjIhgRt9BZ5c5\nT5OKVKyzzPVzNZPM/LJ/MU1so5MjFJhjvL6R28o3RFyJQKYlPhYqlKm5Bd6xrJrV6jKDK2UE54lX\n1Luv57RKoW/r39bYrIWdzVfcLz0g8fu0Pjz4GTMi5ISon8ldx1fDea5+CworlnyzhzLxPdrsvMpT\nAoE/2k0T2V42xvgkwj+qQiqIe6rSpQt7702PHmyzDc2akZm5/vM2NH+5hN8cVbvCHuVrsueWfH8x\ndx9GTsXn9uh3LCys2b4lw5NzuGa1ML9rp5KMASkIAvWySxxmtgURcquvThOZ/mk7cIPx7jdZfxEq\n96Cl5v7qQm21QOB5LytJYpW9nO5OlyXXWK8piFhXLMtW5ntaWKk/DXVD3AzVK2gQBIHs4H4xnUFM\nQ/WcIW6eIm+u9/zNXtg3R257n/MrqgUuF/RJEfXz5J04tkcVn1y/+aqPD76L2C/j5HJlucwe4kL3\n+lqh0midqyKb6+Tt10IQ0Od+GtVSWF0Y8uz7zIjg/Jaexl/3YvyfObEr+SU8VHXn5LWSX8ZZ3zM1\nyUnC+a0Y3J3DK6XEnVLMw0lGCHyuyEilzjBPfg1sqfXQyDFam6fECEt8Yr6SiO3Wk+0yF9hCcwvl\n66dv0ilnM+Xo6XfKlRgWIdMbZGipg6dlVCoWEypWX1eLfCzf6Gq1FwTpMoIzVzyu70KJ0LdH1/t+\nfxXCvikN/FXp65WHsuNqOU0mRvTYDQKO61nFJ9dvsfLvDofS4ZC1PrWn1o6znTkKPB4hNCUVCIJg\nxU8d6+bzz5kwIeEIF4Umjdmpqt/DavDFCHY8n5ue4rkPo7fTvhGvnca7Z/HODxQmuUh8cQbPz2CP\nLxhWYakoi6+aqa6q7NiA/l0ZuAO9GyaO3TKdvCQK29yssRPVN1yJ35mnKAnhLBV3iwn6WjnbWKrM\nl0mkYE0T8wfna6mR4YYb4tvIbS1nGwdoprPpvjHLcMXyLVK9xAOZ2ungGekSY2WR8dq7DMxwX7X7\nVHnsSddBlkOUGabUd+s871ch7Gw64l4VEUmL8dy57LHNymOTIgr7+phS2bl9xYo9SKzW18OZuuug\niYF+8oWpipX53sxa6WdtX9/KIr+hhb4kQv7uDc0rr9C1K2efzdxolswaJQwZNYmn+jNiIj/N5un+\nyYf7HdmZAeckVu7J8Pstuasrs4vZdxAfzGVIHndMjN7mfo34sht9t6NNBndUv3bICmIC92nmYNm+\nVOxi8yNnkcsQc5Mu/qaTjEruiFHN8SvbzXC+s9VXT3/vmSa51IOBmJ0rVsXfe9RH/mysF6rdTpat\ndPC0NE2Umau+7TS0qyW+sSTJCUhVQ99+NcJOYvCv/LMpUz+Tty+mU8UiOqopfl2cO4wOn/Dz8rjb\n5Sv2nmcnyrWuhwxpLtd7RQjc04Z7pxYT2GzIa7ohBf6jj5Y67rhJnn9+YUp638PEiQkHznbtaNly\n/c+vbYKAaXPpVylEbfw0Bo9b+zlVpX4mLRsk10YQ8LdOvLQzJSFHfcuVY7n1R36IXvVUEHBsU0b0\nYqccknFuzxB4QnO9ZelvmSssFBdapNyiau69BwIna+sJvbSXcOr50kKLk9yma6KJk5wiLu5lL8hP\nomRsXLn6mmtnV/lmy5dnpu8URbAsZOukgz7S5Co2QXuXgun+L6ltg0ToWydF3lRu7fstvyphX51U\nFfqqCkaLhvT/I80bRDfFr4tdKvbtXlzueFq/OenZ7F/1iiDt5fqtngqVet9EI82xOMniEOtiQ1/H\nDSHuRx3VSOfOWd58M09mZmpuC0ycyGmnJZLgpApH9WbkUxxUyb/z6f4brz9r4tR2fNSbnDQGLaQk\nziUjk7cspAWc3JxkawvVE/OsFrrL8JICN8rzpkKPi5Z0YDsNPWMnB2uhTOjNJL3aYVudHeBASy31\nipeUR3T4K1PkS3eZUSnDW7nQiGo6vi2nnq629rhi0zXQS2P7KzBSnk8jtUfCqpDYay9bZ9W3X7Ww\nr86mKO6dWtLvEmYtrvmsYqe0TQwQzy836WU3pveV5FataEko9JwRnqwUbxoX+roGbuZUYkOI+223\ntfPEE1um5H5/aWnC6/7pp1OvWEyb5nx4N7ddSFoaL35CUXJJ0GqUaYX864dVs8YNmM9zKXSL5Ip5\nUUsdpXvMUv+S53FLLY7o/NZAunO11Eie501RUANe7fvaX2dd/GSKj0VzpsiUY383aKdy4q3ATF+b\naVCkNnP00sSxoJ0/IzDD/aukjq0Oobh6ThdoqNCja31eit2GdVSmqubePbbhodNYVMNhOC2yOKwF\nI5cwegmvzgrY+5oqnx8InKmHC+wkvdJX7csk98LWx8aYoNW24KanBxo3Tq/V14hKcTGvvkpW1sbu\nyZqJxbj6LAY9QNOG9I02RtcKW9bn/u5csBWZlUbjv45hQRJ6VxKGrioqNCdKgos1EOAkOaBAaInQ\nkxFX7dBRUydqK8tCd9ZAMquYmBOdrKmmvjTIGKOFQpOqGT+eJtNe/q6Dg1cci8swyoNKIr7fmMSN\nUV9nTR1pmYkWeC9SWyU+Mc/2QoXCddS93+yFfciQhfLyqn6HrEsUNpbZvipOW8f3okkN5kgJw8TP\nmRWL84tHcvr3lKdVL7F8IHCkzm5xoGYSmXDGmGuhJBNmr4fNUdxTlQYNaNx4/c/b2OyxQyJ5YlHy\nC8QV5C3j729TVMqgyUyLkC62SwMe68nUg7l2WxpnML+Eq5LI7/RsaYn7S4rtW7DUyPIk3OMrGKXE\na6uliX7U0sihcIHA+Xayi2ZGmuUpyZfmq6ee05wpQ4Y3vW6Iwd6JEAoXk2ZXf7C9RDanLK0UW2hM\nxMptlWnnjwLpZnpQvMK/oMQCoapdoyyHaOBa1rPi3+yFfdasIs8+O028GnkWK4vC2sR8Y+3Pr8s7\nu6Z15ZxhXDc+8feXCykPE/G3UdhOc3c7THsNhPjKzzXWz7WxscS9LkSu5pk7l5tv5rbbWJRErvVG\nDTj7iJrr180f8J+BHNeHPoO5LtpCDLTO5tbtmXYI/92Bj+bxRcQscudlZLomM9vPYdyBBUv1LU1u\nNnOAegZq4waN5VR4tueJ65PEqj1dzN/tpZ1c7/pRfz8m1UdorbVj/UaJEu942wILTI1QOjYQ6Ol3\nejlHocUa2NrPPjQ3ydDdbFto7gTFZpjvdQsNMNzR5ql6ecP6LlHPuiseBam0r1yTBEEQ/hpWbbX5\nHvNK6TWQqZUW1z8fQvvqFo2pYKhp/uNj9TTQVGN3ObRG+rkuUklgU/1eKyyMu//+hS69tKl69VJr\nzn/xxYna8LEYJSWJ/fJUYFkJxz/FB5XqkQy5nF1qoNxtaTyxDbZzEtaQ10tLXLiswDLckJXtqsyE\nxW18PG77iB/iHOVuscirCjUTM0RbOUmsEWdZ6iofKVDqH/bVq1KCl+oyzlhf+NwM01es1Hvq5UQn\nR25zigFCJUa7T30t7O9R6SIOgigx1yhHSdNAF08a6WQZWuqlr5iqpYYMlVjoeM2D94Rh+ItBLrXu\n3s2Azckru3FGIhwnrdJLLE3CqtfLFg62nSL58i02fR17RDVFKolpKk0yKhOGoRdeWKxz50muvnqe\nb76p3W2SKNx4I/Xr07x56og6/DCPTqslZLyib804smbEkhN1ODEj00c5DbUNAv8sLnLOsgLj4nFn\nLstXFLGTraR5QHPvaKWdNM8kEWIGbTR0lb3FBO7ylZ9Fzy3cxXZ66CFWSdrGGG1ZElt/2zjQVg7S\n0QkKzTHO05HbgkwttXS6UvPN9IiYMiVmmev1KrcRyNTE/9b6/3XCXgtsTuK+R1Nu3W7l42SEPSZw\nrt4O19USS93jI/OTHBSqQp24r5sgCJx+eq4xYzqYNKmjbt1SzwuuTRsuvzw1YuQr06Q+xWWJpFHL\n+XwyfauXPbRW2Skt3Rc5uXaJpXm1rNQhBUuNj8fdWpzcBG5nme6To6P0pFO67qClS+yiUKlbfW5J\nRaGTBarnERwTs4c9nescWRV9KlNmlBFJ9S9Nhi5+K0dbU/S10JjIbeX5XHpFIZuF+iMuJtMMTyiv\nxgQkpuk6/q+OzYLaFIy/d+KQitw0UffYlxMInGV3x+hujqVu8Z65ESo9VZc6cV83QRBo1ChNhw6Z\nWrRITe/7K69khx02di9WZcsmPH4q467ijJ1W+rn8vR8lyfus1RhtYjHv5zTUI5ZmUYXg/bek2JAk\nHOvuN9FFhspWIJD8d/pAHRxve3MUuMMgkyyMnI56Sx1c6BK5FTkzvvHles5YP+my9fQXhIb7b+QS\nr1namu3ZVY7l2lmphWZHyHS3JuqEvZZIJSFJlljA/3akVVZyK/blBAKn2sUJepkv3z+9Z1YS5rc6\nfh3k5qZWApzKbNuC589i5N84vjsT5/PwV8m3Wxrn9h8pSrLIWlEY+sOyAiPjKxuK46JlBZFN8vto\nLl3gemN8UUNVHM/Sw+7aGWueG31qsBlmR7TqtbCFU52nmYUWme8Ho5LuX3M9beVI+X72oxcjtVFP\nJ108Ls3KmsCZmkjT0ExPK6uBhU6dsNcim5NJvlV2QtwLkq/iiIS4n2gnp9jZIoVu8Z7pknB3rgKp\nNNlKxVX7psDWW9de28uWMWY8/T+O3ka3NrxxbsKBbvC05HNL/GcS14zjsG9YVLFALIsQYZYdBJ6q\nl2Ng/YZOy8iUUXE8GZP8Tpq4Sw9pAtcZ7csaEPe5CuygpQAFSoV4Lwlv+S3s4GCnaGGOz72geLWQ\nvSh09XvZmvvRyxZXxMlXN+1sfV0qxD1RtWeZido6W7l8Mz2TdB/rvOI3AJuTp/ziUhplrP951eE9\noz1vsIayXeMwbTTyjSn2tW3NvlAFqSSqqfId3VDk5ZXJzU0Ti6XONSDh7LbXUYway+kn8Ng9NdNu\naTkZSTj7LStP5I/oO5sdGtJ/D75aSItMDmyx/vPXxpx4XJ/SYk+UFJsThgbUb2i39GhbMEMs9Hej\nhEK36663ZpH7NcMSDxhsfKVJQn0ZnnCseqIPPF96wSgfaaerI10uTXLbTbN9Y7AbNbS1HC1laaFn\nRT746lBgjAkuELdMT58Z6QTlCvTST6bm6z0/CII6r/hfC7UpXDUt6nCkbs62h6WK3Kq/dyuEvkDt\n5P5MJTGtyWs1cuQSzz47w08/1XAKwhrkscfm2223CZYsqSHTTw1QXs6Ff+XrIeQX8MGnNZeeORlR\nh3ppvL4rF2/FmKX0/oLHp/KHUdFKvC6nVSzmmqx6xjdo5Nl6OZ4rLY5skt9VU7frJhC4xmjfiBh8\nj3Zy/cuBzreTLIkPr1CpTyPEolemt9NsobsZxvrS80k7+7W2h3YOsNRPZvvWDAMjtZljB509IpCl\nxHTt/F5ckZmeTKp/dcK+AUglIUlVDtXV7+2lUInXDJWvWF8jN3a3Nim6dWto/Ph8ixYlVzGrNhk6\ndJlrrmklNzd1YtbS0njkP1x+ceLxtOlMSKJ8ak2TFvBQD27ZjhlFfDKfCfkJM32yZASBEzIy/V+9\nnCpGUK+ZPTRzm25CoauNNqTCND0sQkhrmpijdfYfB2tR4ZT3rh/EkxDjmJhDXKKJdsYaaJSPIrcV\nKjdWH/krkmwFyhSY5fNI7TXQQ2ePKDJNSyfI1MYcrylKosR1nbBvpqSSubkqLFRggQL1Kg0vHxhj\nbhKZrdZFKk22aupaxWKBf/+7ix13bLT+J28krriipRNPbLKxu/EL0tK45xbuuzXh2f5h9AJctcLQ\nxYl67ZW/Kf/6gclJbhmHQiUVghlL8nvYWzP/1k1c6O9G+cYC1xltajVD1pbTWq5eSrQw1zz5hpmV\nVP8y1XOEv8jW0NdeMjViCFwgTQfHCVaTz9EejOwp31AvTRwkJlN7FwuVmbGOIi/ro07YN2M2JXFv\npJ7mGqyyj1Ym7mXf1dprbo7inursumvOxu7COrn0Ql5/ii++qb3XKI5gUOmZy+ntEr+XUxTnz6OS\n2zZ4XJ4TTTe/irnK18demru1QtyvMFKeUo+bHKmtdGnOcZKOMrQ12dfGJd2/XM0d7s9i0nzsEQsq\nVt3xalZby9bMnu7Sxl4rjhXJ80MSyWtiFWNfC0fKto153rEs4mdXJ+wVzJlTezXCN+agvakIRpqY\n/XV2t5OcbQ+NK1I2fmOKH82ttdetE/c6Vuf4o7jx7zVfBrmkNCHqFzxU/XPTY5zWjqH78f4e7F/h\nn/beXN6MuJANhUYrNlyx40w3pQbKp5aJyxDoKGeF4XyAecZHtLzVV8/5TpUr0zTfmFDNam1rorVt\n7e88pYr0d59Ciw32upJqZqdLl20X1+vk1IojgUletVBy2YkC6bZwCeJ+9vAq/1fVffw6Ya/g0Uen\nePHF2i9MUse6yZDmUF3d42Sn2UUDWZ43OGlnlzrqqA7dtq/ZokqFxRx1K0fcwv8+Y1DExWcQcFhL\nPt2Lr/fmN625fEy0xFGBwL1a+YPGpilznOm+r4GqizMsM2c1x9dHkhDk5po6x8kCMf/zhlk1MNHf\nVm87O1a+Bfq7z2ifmBCh5nogpqvz9PJXgTQhRrhTWZKfY1MHybG9hT6Wb6xCU4xyoTn6Vq1fqbRi\nqUl+zeFuayJVPouqEBeKVewmFirR32jbaqWHdus8ryQ/X1pmprTM6rsBpcI1Wk6qX6uSknKZmanj\n/FaZMAwNHbpMgwYxXbpUr8RwbTJrIbtdxfQKh/E9uzDo3zUzeRi3lCVl7J6E68KzFvuHeTIE7tfK\nERogsUKMklWuQJnnTfOinxVXlHb9P73sInonvzfKi/pqopFLnathRR+jUq7M2243p2LSkaul0932\ni73zqjLfSGM8It8PtnKsbhHC3yqT50vj/Ukje+rgH753nEwt7eSNFWb7unC3XznVEa78jVgDpFS5\na33sLeOVi6sv04l20k3b9Z773p/+5PHddjNr6NBqv24qiWkqTTJWZ/DgeRo2fN5339VMprGaZtas\nMocfPsWAAcknIqkpZi/ipLtWijp8NYF+Q2qm/e0bJifq8DuNPK6NABeZrU+FN/sDFimLFMaV7kId\nvGIPx2gjJrFqT8bytrPuDra3RRZ7yqtKRY/+KFboXfesEHVYYq5pSUTiNNfDbm6WYwtTvW1ekiVe\nG9lTQzta7Cvz9JUhW7FZ5uq33nPrhP1XxLoE44cZ/P0pBo3lij4bsFOrMdNSMy31jOH+YYBZFXtz\nsfWsGuLlCeeXOSNGeHy33Qy4/nplxdWLg68T9/XTqVOu667rYbvtUtPzvm3bDHfd1UZ5eepcy9ZN\n6HsNlx9DZqW8KNc8n4ihTxUOleMV7TSV5kbz3WyeR+V5Jol0z81kamepP2ipiUyfJ5md7jD76aWr\naWZ40duRQ+Cy1He0v+lqDyq1MTKJMDiop4VerkLMSP9RGjEdbii01HCN9AbTPaLcUoF00/URX8+k\nps4UvwFIpUF69c9kUT4jf6LPRzz7Kelp7NOVAbdunP5BniIPGWKIGbKkOUcvh+lUJZPgj++9p9+F\nF1o6Y4YWXbs67qmntNtttyq/dipfqzqqRhiGxo0r1rVr6pjil/PTXP7xIs9/nnDO6/NHzj1oY/dq\nVX5S6ndmmlIhHjkCA2ypbYTMb/MVuEo/BYpdZj8dtNZKctelVJlHPGeq6Q6ylyMcYK4FWmgaadtg\nuOd9p7+yivd3in9pup5tv/UxQR8TvaC9Q/V0ZaQ25nrLZDevcqyxgy3wqQ6u1sZJdab4jUkqDdCr\nC1ej+vy3b0LUoayc2bVfJn2dNJbtGnu71O7SxDzqezcbaH4V8jxve+SR/jBmjJ0uuMC8sWM92bu3\nj668Uumyqu0vpPK1qqNqBEGQkqIOW7fkf5cx9D8c1osbX6YoeWd0MK0Gdh9CoSlKtKmUcrVA6IaI\nK+3mclzjIJnS3e8Ls5LISrecDOnOcbImGvnEl74zUj8fmSKa83NPZ+iltxz5YgIjfZh0H7f1W7k6\nmu5DsyNWlmvpN7Zx/SrHGugskGm6p8TXEcVQJ+wbiFQSjMrEYjx7Odu1X3lsdu3WYqkSgcABtnGf\nw/XUyghzXOZ9n5qyYp8uz5pDFLMbNXLMY4/57Ucfyd1iC1/ddZdHe/Uy7cuq3WCpdK2CIKgT+M2Q\nXtvw/g089Se+npB8e+/MoFM/7q/UVnmEYjGBQCvpWktfJZv6Bwq8H9Gs3EkLf3egAHf71Pga8Gpv\nKMf5TpMty6veMd5En/s2UluBwE4utpWuci0020jLkkyMFZOhp6sE0o3yX8UVPgvlaxmz1kYrJ9ra\nVSseF5uhteOVmLNOD/k6Yd+ApIJgrKkPufXpe13iNwnzfJQkGrVBczlutL+L7Kxc3P/51h0GyVPk\nDeN8Y/paz+1w8MEuGTXKrn/8owU//OCpffbx/l/+oqRg/UubVLhWlVku8HUinxrMmxevke/IQT04\noHvy/WmRReMMLv2eK4YSD7lqOIURwuC6ynKfVr60lQs0llNh3r7BfPkizBbQXRt/sZ9ScXf42E/V\nrIa2OqVKzTJHay2UV+y0jzHBgogVImPS9HalJtqLmWSKD5LqH+TqoLPfKZHnWxea61MTI5R6be00\nW7kCFBinnXPEZJnuqbWeUyfsdYDO7XjhipXhN3M2sjm+MoHA4bb1X4fbTnPfmuEy/X1vpvt8Y+o6\n8lFnNWzoyAcecPbAgZp06ODb++7zSI8epnyaYjlDq0Flkd9chX706AVKS1PIs6wSn31Wavfdlxg6\nNHX6t3tzvj6UbRtyz3hOHUSfyfwziVwpbWW4QXPf2trVmikXujsJU/qutnSxPRUq9W8fmZVE3fF0\n6ULMrdSfEF8mkakyQ4693SBbI2P8zwzJpx/s4FQNtLXUQkP9O3I++TbOsqXLLDNZhkZaOUHJOiwf\ndcK+gUm1lWBljtqVW85M/J0K5vjVaaOhfznQ2XopVGqmpYqUuc0XlqynEtzW++3nkpEj7XH55RZN\nmeLZAw/0ziWXKF66dpNbGIYrflKZzU3c58wp1KPHC555ZvzG7sovKCsLvfRSiSlT4h5/vHaqD0al\nY0O+OoQ9m/Paz4n67XePY1SSk/RG0vxRE1/ZWldZFlUz/Wpl9tfJ7+xqsSK3+tCCiPXRE+bzbq50\nsQ7arDj+rWGKkqgKmaOlvVwvJsO37rZI9GpAobiZPtFQZ1AuVODnSsVjqkdb52jnQoUmau9sMVlr\nfW6dsG8EUlkorj2ZE3qnprBDkTJ5q2V1mqPA3b5Svh4zYUb9+g675x7nDRqkWZcuvn/kEQ9362bS\nh+t3lkl1kd+cxL1Vq/reffcYJ57YcWN35RekpwcefjjHa6818MEHpQoKUuv78MkcSivdBmUhF36b\nMM0nSyZOlquJ5JITHaWrE/U0T4FbfWSJIiPMMDvCCr6BHBc5W0f1xJQrVmJIxOIuy2mmi91drlyx\nQf6lMKLjYCAmR3sLV4uN/8mzkfvW3gWybSlTc62duPbXTtWBKllSKdxtbWzowbiqn8fSQkb8xN5d\na7c/caFSJbLWMfNcnTJxY83zrem+Nd2CSiJ/jC7Os2PV2ikqMvCmm3x1113CeFyv885z2N13y27c\nuNrvI1VENdW/75sbM2bE5eeHunRJnSx8s5YlHOge/pG8Sn4yD+3KJdtGb/c1S7xpqce0kVMD68FQ\n6GmDvW+8DppprJ5c2S6pVFSlOhRa6ml3m6VEhuau9xexJPs53mtGeVYj2zjAbTLUj9ROkfm+d5M8\nCQtUhrj9vSRTy6T6V2K+rKDFGsPd6oS9mkycWKBTp5qpUJWqwr4hedoLChTqaGsdbG0rW8qqYmXo\nUGiihb413TdmmGGJP9vdgbap8uvPGDLE2+edZ+7o0Rq2bevoRx/V+eijo74dbFyhT8VrXEc0Fi6m\nacQ8QEtL6TOJ/05gagG5GYw7irYRtCkUOs8sHyvUU5ZntdU0yVU7iYn9Qwb5oqKCWUzgPsdrqWGk\n9uaa4QX/VSzNUc7STXJeiaHQd+73k4+1sYu9XKfAPNkaSa8oUlVVypUY7V7TK0LpttLeDp4UJPk5\nri2OvU7Yq0FJSdwRR3zn+us7OuCAZkm1tTEG/w15rUOhMmWKlShRqmSVfysfTxqELEAAACAASURB\nVDfTYCtTwMbEtNdWhwqh39oWMqso9NMtMdQsB9haw+pYAYqLfXHrrQbddpt4WZkeZ53l8PvuU69p\n02q/79VJdZFf3r/NdRzYFCkrY+xkrv0/3nkgybbivDqNu8bRqSGv7B2tnVKhK8zxpnwdZXheW+0i\nJKypzCd+8KEJq3jIH2hbF9kzcpsTDPO2p+Rq4ix/kxNxkrCcuFKfu8k8o2zrGCEaaquTo6rdViJH\nwBvGeVgDS3R2oTZ+n1T/6oS9hgjD0MyZxdq1Sy4Bxua2Wi9T5r8eXkW8k8kL3Uiunnawo57aaFWD\nPV07s4cP1/fcc80ePlxOq1aOeugh259wQtLtpoKpvvL1X1t/NtexYFPjj7fyxBuJMq8fPcbBeyTf\nZhjy6Rx2aESr6i02VxAX+qf5nrRYa2me107nKk6610SRUm8Z5R1jlFb4x6QJ3OcELZIo8DLIu772\ngfY6OsUfpa0SkV99SuT72OUKzBFIk6OVwz0UuVjMbJ8a4xa5FtreMxroGblvdcKeYmxuwh4K3epu\nGTJkypQpQ5ZMGTJlVTzOXOV34t9SS31gABK1l7vrqqfutrblevPD1wblpaW+vPNOn918s3hpqR1O\nOcUR998vp2Vy+2GpIO5Voaa+Jx9//JOrr/7Mxx+fqnHj1MsCN25coVdfne+GG7bc2F1Zhfe+4KaH\nGVIRptazC9+/RFqKbOOHQg9a5A4LNRLzjDZ2Vs/bljo24up4jqX+Z4ghFd7iB+vsgooc6dH6GPeW\nPiYaqYc9HerUSKlml7c10dtG66NySoC9XK+tqqeqXp053jPVVbK109Wr0iN+dmsT9uSmMlV74TR8\nh+lhGB4TBMFueAAZKMMfwjD8RZ2jIAguw+8R4PEwDO+rOH5TxfF5FU+9JgzD92v7fdSxbgKB6/2t\n2ue95yO9dNdLd9vqIK0G9u6SIS0jw77XXWe73/xG33PPNeaVV0wZMMAR999vh1NPjSzQYRhuEuJe\nMVAk3U6TJtk6d24qIyM1A28WLCjz3Xf5HntstgsvbL2xu7OCXl3YpSvDxidM8iMm8Nw7nH3cxu5Z\ngkDgT5pqJs3V5jndTP/R0l/N1UGmbtXYAltOKw3tp5WJRqK1T010vB6ai+bLFIg5ylme918jfaWl\ndna0T+S2GusskEWlMLof9E1K2Fs5UonxZnvKVLfo4I7Ik481Uesr9iAI/oqd0TAMw2ODIBiI28Iw\n/CAIgiNwZRiGB6x2Tje8iF1RivdxcRiGk4IguBFLwzC8Zz2vm7Ir9s1tf31BAYuL6BDB7aBc+ZrF\nfN4oJr9Ni1603JGcNjVTvLoaxMvKfH3PPT694QblxcW2+81vHPnQQxq2abP+k9fCpiDuqXrf1Abx\neCgWS71rMnk6Nz3Ec+/StgU/9KN+RBN6bdFfvj+bo7hiy21n2d7QLpKlbYE893jeEoW62UUjjZxm\np6T6l2e+//mPEkVO9kdbih4WUGKpT1ws3xIq3t8h7tVYh8htxpUa57cKjbGNf2mu+rO3jVIEJgiC\n9jgST7Dias/Ccl/PxpixhlO3w7dhGBaFYViOz1B5szP17sRfIZMX8Oc32PcBWkbcElvrCn3aR3x5\nPW8dzWPteLQ1rx/GF1cz/iUWTiBeu5m/Yunp9rryShePGGGLPfc0/q23PLTDDkY8++xmLX6bwuSj\npkhFUYcO7Xn234x8jd26c+9zNdd2abSssKsQCjWVpmulPfbvFXktYo71Zhq7yImyZBhvmG6SLDCP\nxpo71nlCvK2PPAssMs/cNUrOusnU0AHuk6u+WEWCnh+rUBd9XcRk6OhOMfVNdasiPyXVXmVqdcUe\nBMGr+Ddy8bcKU/xWGCSRATCG3mEY/rzaeduhL3qjCJ9gcBiGl1Ws2M/FYgkT/xVhGP4it9LaVuxF\nReV++9vvXHppR/vs07wG32312JT32AdP5T8DeX1kIvHFO7/nqJqOec+fxayvmTuMecMTv/NXuyEz\ncmjeI7GiX76yb96N9Jrf042Xlxv8wAM+ueYaZcuW2fbIIx396KNy27df/8mrsakI5+Y8ednUGD+F\nLlsnb7T6fgEnfcaL+7BHi8SxMKx+u6VCr1vqAYtMrVQbvJk0n9lSo4hbamNN9pg3ZMn0F2doI/kx\neqjPfOJ1zbXVSntp0h3mtEhtLTXFly5TrExcQ0d4RHaSk5D5+pniWvVtb3vPi1Uj2mCDO88FQXA0\njgjD8I9BEOwvIcDHBEHwMR4Mw/DNIAhOxoVhGB6yhvPPwx9QgDEoDsPw8iAIWlq5v34L2oRheP4a\nzg9vvPHGFY/3339/+++/v2XLyh1yyCDXX9/F4Ydv3L21TUnc43HeHcd/PuXzySuPn9yTV86ugc5V\nhcJ5K0V+7nDmDUus3Ct73wdpNN0+IfIte9Gi4nf2Gm6+Kf1p0J4WVY93XThpkrfPP9/Uzz6TlZvr\n0LvvtuP55wuCwMKJEzXt1KlK7dSJ++ZPKvpVPDWR878iO42X9uXYLbh9FFdHDPkuE+on3wMW+aGi\njOi5GvmnFpH7+LWRXvSBJnL91ZkaJeEhT8K68IEXjarI/Z4h0yVukVXNWPTlzDfUYNcIZOnqz7by\nC/mqNpNdY4F3tHK21i5R6HuN7fuL5w0cONDAgQNXPL755ps3uLD/G7+VcJDLlli1v4HjwjDMrXhO\ngLwwDNeZhqGirWlhGD6y2vGt0S8Mw198LVN5j305m9Je+9uj+WtfJlWqAdEom3FX0ya3hjoXhdKC\nxH78csGfN5x5IylfrTxi7lYrV/XLV/iLJiTM+11OZc+badK5Si8ZxuO+e/RRH195pZL8fB0OPtgx\njz9uwPXX63TEEXqceWaV2km1QX9NpPo9lMo8+miZHXeM2W231HIgfGsap39BSZx/9uT64fQ/iMPb\nRW8zLvSBAvdbZIxi79vC9hEc6ZbznkHe97V2WrrM6bIjhtWFQt/40CjfWFypYMxBTrST/SL3b7oP\njXCnbC3s5X7ZSVoWyuUb4xTFfrZIa83k29FnYut53xs13C0Igv2sNMUPxeVhGH4WBMFBuD0Mw13X\ncE7LMAznBkGwJT7A7mEYLgmCoE0YhrMqnnM5dg3D8Iw1nJ/yws6ms2oPQ657j9s+WXns4ZO4OHou\nidojXsaiHypW9pVM+UWrlYrMzKWkIj91kEbXs+l9Q2ISUAXypk7V74ILTP7oIxk5OTIbNFCUl+fs\nTz+1Re/1h+tsCsJemVS7nwYNmu+TT+a57LKOGjeOHk9dGyxcGGrdukhmJm+9lengg1MkXq2Cr+Zy\nzAAWJhbZOjRg9LHUSzJOKhQaqNBgRa7UNIkws9AL3vet0baztYucEDliplSJL/Tzvc9WHGuqlfNc\nm5Qn+g+e9aNn5eqkt/9WOxvd6uQbbZwzqYjp7+geTddjDUgFYb+iwit+FzyILCyTCHcbFgRBW4mw\ntqMqzvkczSS84i8Pw/DTiuPPopeE/XUKLgrDcM4aXnOTEPblbKhBPupn8uc3eGAQWzdNiHzbRgz6\nE7HUWoysnTAkf/pKM/7cYYk9/MLVvjppmXS/kN2upcH6vd/DMDSsTx/vX3qp0sJCkNOypd8PHqzx\nVuufIGxq4l6ZjX1/zZq1TCwWaNUq9eLkR4yIu/feMuPGxU2aFHr44UwnnZQa4l4W541p3DaK4ZWK\nPV3XnX9VrdTCWokLBRJhcaEwKeEsV+5RbxjvJ7vr5gyHCwRKlcmIEKn9k/He8Jjyioj0U/zJVqpm\npVsTodBId5nuQy3sZhe3iEWcfOT53BT/UFYpC1+6HezopXWeV5egZgOTlxfXuHF01autAT/qZzJo\nMte+x6tnc+cAzt2NbtGjvmqHsgIWj6PZLut/bmkBL+zGgrErj2U1oUG7xE/jTux2DQ3XbZ8smDvX\n+5ddZvRLq96ALbt3d96XX8pquP7EE5uyuC9ncx1HaoIwDM2eTevWqXGtw5BPZ3PHaD6ctfJ4RowR\nR7N99esgJdoV+pfZynGD1jWSYKpIifu8aIa5Dtfbbrr50gjHRTSjLzDH0+4SV6K9jk53WVL9iys1\n2LUWGGZLR+vmssiTmTyfm+wa5RVV7uICnb2qiS5rPadO2Dcgjz6ar0+fAl991VJaWs3cyDU1ICTz\nmSz3ni0oJif69lntMfgP/PgY3a6n+3XE1uFdOm8kC8YkRDynLQ3aklH9ChlhGJo3dqwf+vXzQ79+\nfv7668QHhc7HHOPUN98Uq0LasNWv75quUyqIQlXZXMeVVCMeT9yTUb8awxdy52henpqIcNmvFZ8e\nGq29pcqdZIpJih2nkTu0k14D4r5Yvns8b5ElttDKXIv808XqRdzDn2qilzwoJu4sV2gjueyDpfJ9\n5S/y/WQ7F+joVOVKBNKqvYIvNtMkVyiQSD1YoId9PbvWduqEfQOxbFnoz39e5MknC/Xt28yxx9Z8\nVolkBvjN9XqDWR/x1Tksm0mz3djrf+RGN7VFoXD+fD++954f3nnHxPfft8vFFzvkzjvXe16UYix1\nQv/rJgz5diQTf+as5AoSmrKUe8by5EQe3oOzO0ZrZ6Ey55lqtCIHa+g+7WXVQLqUCaZ6yCsr4l+O\nta+D7R65vcEGGuAtLbRxtiukJ5mEdZk5vnSpYgvs6DqhuECatvavdltxJX72H3O9qEB9LV2p61pq\nr9cJ+wbm3XeXef31Zfr0Sb5C2Pqo6gC/uV7rVShemFi5T32ZtPrsfDfbXrTBs9ZBeUmJqV98oXWv\nXuo3S64a4NrYlMR9OZvS93DevLhRo8odeGBylcxqmjDkiv/w9kAKi5jwNg1roJr0vCJe+YkLtiUz\nokvAUuUuMs1ghXrL8bAtNEgiVfQ4U/TxtuKKcDpopIEbXBBpr53EtsHb/mecYXrp7XCnRO7fchb7\n0VcuQyhbCxka2ssDkU3zc7zhJ//0s20c7F6N/dJnp07YNwJ5eXG5ucEGyW5VlQF+Y38eG4ww5KcX\nEwJfupi2R9C7D/VSJyd4TbIpintlUvV7+fPP5XbaaYm2bWOGDctNqSx1M+dy4O+Z8FPi8d/P4c6/\nbswerUqRuD/72afy9VTPk7bUWLqpSmwVIXQtz1JvGGC4H1YcO8Ph9kii5nqJYv9zn3lmOcJpeiZh\nAYDpXjPW/ymt9P72cI9mekRuc4o3jPCY+ro72O2/MMlvlJSyv3YaN45tsMEgVQfHqhIEQc0JVBCw\nzRkcPZJWBzCzP+90Y9qbNdN+DTHBMMsUJN3O5nLta/Q7UANkZwdOOSXTmDHlXn21ZP0nbCDCkHc+\nT6zUl3Pvc0yYsvH6tDrZYh6ypWM0MsIyZ/jJLKV+b6q8VeqkVY3GGjrPcU526IpyqZ8YIp5EaehM\nWY53rizZPvSaWaZFbisUKrR0FVGHyV6N3CZs4wQtHWKhicap+vhVJ+ybEWsb4MMw3GQG/xod4HO2\n5OCP2fkeSvP5/AS+Pm9l7HqEvtUUi8zTz9MecYOPvSrP/KTa21Sub1VIFaFv0SLmwQdzjBrVyJAh\n5crKUuMzDgIuPImJ7/LYDWzTjtIyLrtjhd9mSpAh8B/tnKGJHxQ71iRTlLh3ReLQ6tPVNmIaK5Vu\nroXGmJRUH5tq4WhnKlfmTU8rlB+pnUCgs3Pt4oZVRHWur+UnMWGAnV0gSyNjvCzP1Kr1Z3MaECqT\nrCk+L69c48apEXdaHSoPhJvSta31rYS80Qw6k7yR5GzNXs/SMlopx5qg2DIjfOV7A+VbXDEw9LSr\ng7RZw15aVUil1W5tsTG/06mYIhZKS3nhPW59grv+ynEHrP+cqlAWJ70Gln7F4s4x1RCJPA8x9NNR\nF9HyD0w2253ekiaut22c5Yik+/iF/r70oa1s61QXmeVnbWwRKS59ga8NdbWSipzvWzhSD8ntk0z3\njUHu0ERHh7hdrMK3oM4UX01OPnmqu+6au7G7UW2Wr843N1GvzvPWSONuHDGYrldSMJUP92PYNZRv\nHBNrlnp2c5AL3egIZ2qmtQmGe87dXnSfSUYLVa8M16Z0zaOyMVfzqSjqkJGRqNc+9k1a1pCv7nM/\nsfvHzCla71PXSbG4G81aIeok8qr9y2xhRDN6B62d5yDFQiPMkRdxlV2ZvR2mg+1N9aPPvedTb5tk\nXKS2multB3+TbZkM6Wb4SLFF6z9xHbS3hy3tY5FJK0zy8XVsadQJ+xooLIzbf/8cX39d6Lnnkrsg\nddQsSQ2uaVnsdAeHDEyY6cfczvu7kzdmw/Vh9S5J183uznG1k1xsS51NN8kbHvOU24z0tbJK1bPK\nlSm19snIr0HcK5MKJvtkWFSDw0t6Or171kxbn89j6CL2+oRJFbr5eYR1TpaY27Xztg4OtTJZ09cK\nfBixxCvsZlvH2tUiBR7UX0mEffvKBGKOcabGmvnGANNNMaKiaEwU2jrGNn4nwxK5Gpnt86T6Bzv7\nvWyNjfGKPFMN9/Ran1tniq9joxNlUE762pYs5rvLmPwMsSx2vJ3tLiXY+HPdOX42xADjDROKy5Fr\nJ/vqZW+BwGsecbwL1F9H1avNLeFNVdgU7/cHH2Pw99x3B40jZnyrDcKQa0dx+zhaZtF3b476gm8O\nZtv1J1NcK+MUecA8H1iivQzv6yQ74voyFHrcRwb70S46udChkbPdFVlmoH4mGWepRBXwQOAPbtBQ\ntAsTCo1zszk+1MxeurtdkETYH0z3rUFu11AbS812evBmXbhbHanJRhH25Ux7nW8upGQhrQ+i99Pk\nVL/Gem2w2ELfG2ikr5QqkSFTN7sb5gtNtHCiizVZS3nMzT3hzdrYlO752XNo1yWRPa5dW/o8yKEH\nbexercq9E7h8OGkB5SGHtab/vsmnhRhfIfBdZftDEiVeS5W5y1smm+MYuzguiZC1OWbo5znzzV5x\nbB9H2MuhkduMKzHcXyw2XHsn29blkdtaapY5RhntJUUVpv3Tg7fq9thTjaIk9682dZIxodaY+XXL\nEzl6NG0PZ/YnvNudKS+u/P+SvCo1M0dx8n1ZjUaaOtAJLvZP+zhapmzDfIGEV/0L/mumn9Z4bhQ/\ni01JFNfGpjQ5KSujcUXB6hkzOex4Lv4LS6NbqGuc07bkoFYJUYcPZvPG9OTbbSPdVVo4RqPIe+2Q\nId0fHampBvr5zrcVce7l4tVut5V2zvFXO9hpxbFhvqq2r0tlYjJ1d7v6tjTdq372cuS26mlqrlEr\nRH3dr1vHRmHmLP54BXOjR37UKsXJbVmtk5rcE60RZ6r6bTjgPXZ9kPJivjyDL06neBGjbk2kql0H\noyzxG9+6zjjjktg3XBvZ6tvDoU5woXQrM6AVyvey+/1oZI29Vp24bzjKy3nzBQa8w0d96f86xxzO\n5J82ds8SlMZ5aCJDVqt2/Jdh5Jeu+ZyqsEy5c413vgkykqwAB43Ud6mjZcnwlAEmme07E02qtPKu\nKukyHOO39rQf4vIt9mNF3vaoZMjVwz0yNDHR/5lXqXxs9fqWpbe/6u4XVcp/wWZtii8s/H/27jtM\nqvJ64PjnboFdehcBKaKCXbHEGnuvKXaNJprEWGLUWGL0ZzfGaBI1JiaWxMTYu0aNoliJHQFBQKT3\nsrAL22fn/f0xCy64wE7Z6nyfZ57duXPvmffOPfec+77vec+JKSxseUvWQmCXffl4DEcfzjMPN0vG\n0/Vy51gensxhgzlsECP6kG6unVZRe754Mu+eStFHdOhPflfKF3D4R3QaUu8hH1vuNlN9WRv5u7Nu\nTjPAt3RP3WiFOMUv0/Uwoki1Km96zmJzLbfESsV1do4c4LtGpFjxqj5ai3NcF23VrjUHy6sSDv4P\nU1hSOzB12XBuTiNQ7y5z3W2ewQo8YLge0k/ZO84Md3pRJwW6KLSxHs52SMryRvq3Md7TQVfnuG51\nYpxUKTHRGOci2MFduto6ZVlzvOc9tzsueuSbN8d+7rnjDB7cwS9+MUReJhZkZohXXuO40ympzZNy\n75848wfN2yYYNZvF5cRC4on83DcSa1mhdyGHDEw4+oMH0ivF2jatwrnHqxl/PZ/dmHCw0H0HDnmX\nvPorwAXBaMs8aLZPap3u5jo6zSYO0FueyNuWGqKDARrw4y24nZm/oMdxDPkred3X+LhalWJLLbdk\n9WuobQyxZfLnuw6yzr31M3cpKysYtv7qww2iLMa907h1MvPLGXcoW3ZJTVYQ/NYs/7bIljq41zBd\n0izEEgSPederxoIckZudpofUov1q1HjaH8w0zW4Otqdj02ofLPamz1whX1c7uUcQU21lSk5+uRm6\nR0O+eY69JZ/bnLnc90/u/SfLljP2XYZu2rxt2vNxRs/f8H4DOnHj7pw6PPlefHM4i6T1oGp5Yinc\n538kXmfufMip7PHPDQ6vfKbEv8zxpiUCNtbeyQaoEvegOX5vG1ttyNhUfMnUkyn9gHabMPTfdGn6\nhDpZ5966WbqCTX7Mzadx3mHkZKB/U1XDv2fyQRF/3in10ca44P/M8KwldtTJX22hMMWo8bjg8TpO\nfRWHGeF7dk+tgShT4mE3WWmZo5xjU+mvJ5ztUVPdroOButhGjQrbuCElWdkiMC2UmhpefpUJk7jk\nguYdkn90CgvLEhGwcNHbVNV2WDfvxneG8p1N2bVvesPyLd6511Qw7xVmPcGcZ6muk4J259sTy+Ia\nwCxlHjTHixaqFkQIEnm0b7KVPW0gm0i8mrnXMO83iOh/Jf2vIkqvZ5MOrdHRN4UdWLy4So8e+XJz\nW87vM2UeR97I1AWJ6b99t+Hv5zG4T2bk19Tahtw0HhZigkt8aaRl9tTFnTaXL0dIce59jGke9Kbi\n2mmxjtq7xenapzHUv9AMj/udXHlO8Cs9pF9MaqLfWujZ2nc5dvOYQv2SlpN17FmS4sFJ/PHThDM/\ndlO26pHZh45WMSRPIphuwWsJJz/7mYSTP/B1Nvp2g0UsVeUu0/3HwtXbcnG5zR1t4w0LKHmDqadS\nPZdOu7PZQ7QfnPSpNAatydE3pj0477wpJk4s8+CDW+rXr32jfU8yPDGa0+6gok4+o04F/OGHnHlg\ny4nrqRJ3vi+MVuIg3d1iqHvN92Mby03BuZeq8Kh3jTYJ/MB+vm2rtNo40WivekB3fZ3gcu0bMp22\nDuZ6xhR/w1crblJdCpd17N9AHviQXQey5UbJH1taTcdGLkHdXE4hZb2IV7NgFIveZuvLyF93gpi6\nfKbEL02wzNdDic800I8N2nDvJFbEtB+z7ClyuyTm3XuemMpZNCrfVEdfVlajpCQmJyfSp0/yZUkb\ng/lF7HMVX9QzvXb4CO45h34ZSkGbLmVq/NQUn1rpCD2MtMy1hjhCz5TkzVLkKk/JV6WPLm50StrR\n92942FhvGGoHR/hpysF0cVW+dJ/ZHhTVLsnLVWh3T8uXXNBC1rE3AvF4cP/9Nc46q/mGRuvjhw8n\nHPqildz6Bn8/ke9nKNVkJmkpTqCx9SQIlqoyW4XZys1Wbk6dvwfo7Vc2l7chQxECi+9l5gXEy+l1\nOoPvJDeNVGCNSEu5vg2hLdrBlz5hwqxEAGxNnFhN7av2fZdCLjiSzql3PjNKiZgzTTapdhh9iAJP\n2yalXju8YYp7vK2LyE/sZ0f1r2ppKDVqPOX35plqd0fb1REqlWunIKWHhnneM9aVCmrPd1NnGyS5\nKOqsY28Ezjqryn331fjTn/Kde27LcO4zihh6I/G1Tv3ifbn5CPJa2Oq/lmT8m+NeWOX028vVuaFR\nweWfM/UkysbSfiibPUynXRq3oWnQkq5xQ2mrdjGTlNdw8niuGMIuXdOUpcaNZnlFkfI6CWF+a1OH\np9hrhwe97yUTbGkjlztsww/PG6BUiUfcaKViRzvXXFNsZid9DU5J3nQf+sANeinSXld7eFpOEvEA\n2epuGaaiIojH6d2b886r9oc/NGJGlyQY3IMZV/KLtaaAb3uDA+9mYQvKakXLMqDN4YAikV7aN9yp\nQ+GWbP0+fS+k8ksm7sG83361NC9L2rSUmvCwuIhlxRver6kZuZRnFrH3hzw476vtK1MwhYVyXWiA\nw/Vco+/7V/PUpJGZ7mS72N4An1voQe+nLGcVHXVxhLPlyvWy+4z3ls9qs0GmwhC72MwZZtpEmXbm\nezntNpJ17ClTUBC5//52Fi4sMGdOgc03jyxZ0nKc1H8nf33bm18y4jZGT2/69qyPb7pzT4mc9gz6\nPcNeIrcHsy9n0kFUzU1KTBCzxJ1qNJ7naEnXN1WaUy9ychh2BPc8nlhF01I4qg/P7kB+xGmfccnk\nROrZE8dRlkI7e8p3jcEetZURtQWOpqnwiqINHLlucuQ4z7766eZVnxuZYinWVdSICYL+tlClXJUK\nU3yoUnnKMkc4xgDfMlMn00xLq32ryA7Ft0Fq4iwrY3EpS0pZvPKrv4tXUlLJRfuwTQMCspuCluZM\nW53eVC/kyx9S/BJ5PRhyPz2OadChyz1igcvl6qG3y3X1/bQzbK2Llnadk6W59OLgsxj5v0SIxU5b\n86cr2a0FxcxMWMkxY/iynP178HoRPx/I7cNTlxkE/1XkNnN0lOPJNObaYaES/+d5Zapc7hBbp7C0\njMQ8+4de9IEX18ghv5+TbZdG5scq5Z5znWXm2ssZtrR/g47LzrG3UkJoOctSGouWaPAzqTvveUy+\nQlvZR2GSUa8NJgQW3sGsSwlV9PkZA28ltzZTXojXW5I2rlKReyz1J0GFAjvo63oFtm2UZrbEa50M\nzWFTvncBT61VruD0Y7n5QvqmXhgtoxRVc/xYXqvTuR61M/umGXX/iFk+Uu4Ifeyn+4YPWA8TzXez\nlxXId52j9dVFXFxOCg+yC8zwtDtVSRSr72WAk12ZVuR9iYWecY0qFY50ub6GbfCY7Bx7K2XmbO55\noLlb8c0jUw4opsrn3vKhpzzoYqPcZ4mZGZG9BlFE3wvY+gMKtmTRX5iwC2XjEk5/xvmJv2uRo71e\nzrOpkTo5RIVPzXC0BX6tRsMq232TaOoHk+UlVFZx4O4cewCnHc05J9G3AeiM2wAAIABJREFUF0+8\nQkXmiwomTQg8voApZWtu/+FnrEgj9GixCvebaow5abr0BFvZ2Bl2V6rKbV5VqtLDPhKT/LxBX4P9\nyI0KakvOLjHHwnVUWmwoXWxkf+cibqQ7rbQ0ZVnZHjuKi2O6dm0ZUe11mTuPg7/H5Kn85xEOaWG1\nmuujujrIz0/O+LXkXlwm7o9KZSZ522des0KinF9fm9vWQYYYISfFNJrrpKaMWRez6G6i9vS7lLnX\nM/guNjpnvYeu9KaFrlFtulzd9XaZro7P6PB8S77eydBWbWcqlMQSAXR3zWZi6VfbfzKAv6aRG+Zd\ni13hU13k+6tv6ZdGYphVPOA9r5houL6+sNBPfduehqYkq1yZe90sZpH+tnC8i9Ju3zgved/Dehns\nKFfK006Vcu3qOffsUPw6WLiwyogRH7n66sHOOmtjOemWMMsgz73Esacmnog7d+LtF9l+m+ZuVf3E\nYsFNN8Uddlhkl10a7gRaupHP5P0RFzfLOOO9aq6JoKPutnGA4b6tMJViFcueomIyfS/5eqrZomeY\nfmYiuQ1E+Wz1Dp123UA7Ky1zryXurB2e395Grldou+Tbtw5a+nVPhbZqS5MhBN5elnDwTy1KFJR6\neQSH9Epd5uNmucNkg3X0F7volGYluEox/+d5c2rrmm+mt2sdlbK8xRb4u9vlWun7zjfIFmm1Lwje\n8FdTjbaZPWzvSJOMsofTvrZv1rGvgxUrYqZNq1BQkGPgwPYtpsxrCPznFV4aycuvJWo099+Y91+l\nf2pxH43GlCnBaafVKCsLxo3LS8potwYD3xj3SJG5PjPSFKPFVMmVb3O72caBehlYu88cedrpYh3J\nvUOcidtSMZEOuzD4HxTW6R5VLWDmzyl6/Ktt7QayzSfkb3htcLW5FrnBCi8h0s1JertEbkYGRlvH\ntU+H1mhbn5nD4RvTLgNmcH4l987hxSW8NIJuKfrjIPiDSZ42xy56uMWOKa9HL1buVq+aZska2693\ntE2l/vQxxQSPuV9nXZ3pFzqlGUsTU+V5N1hihk56qVTqFLfLV7DGflnH3sqZOi3h4Bcu4v8uJb+R\n0702lC++CA46KGbmTO64I8f55ydnEVqbcc+0TlVYuXqYftWc2saG2daB2uvoVX92sPP0W1cgTfVi\nZp/LsseJ2tHvOja6ONF7X/4ii+5n+QuEOpOxXQ9j2Av1BtPVR6m3LHSNKtNqh+cv1dUJaQ/Pt7Zr\nnw4t0RZ9uoy3FrN1V7bpSp/2/OgDXl/Er7bkh0NonwEHH4tTHKNnGpl2Y+Iu96n3LXWM/i62ZcqB\natVqPONTzxknXrtGfm+bOVvD6z/Ux9tGetPLBhjsVGfLS6MMballpnnfex5avW1vPzLcvmvsl3Xs\nWRqNO+6o8cADcSNH5unePfmbrTUb+EzpWFzcTJ8a71XzaotXtNNBlTI5cn3b6YZbT9nWZY8z6xxi\nS+iwa23vvbY2e6yEZc+y9GFKXiXEGHBdolJcg9u3anj+T4LyNYbnq0xTo1ihHZM+79Z87dOhJdim\nGydy5fiv3vdsR8c8ZtUGwQ0oTDj4H21KQQsYyCwVc44PTbPSebZwgkGKVOquXUpOfrol7vaWOZbL\nl+sOx+uSxhx+EDzlXz43zg52dYTjUn74mOszb7pXaZ01/L0Mdqxr15CZdexZGpWlS4OePVM30m3B\nwGdK35aabbxXTVoro9X2DvMt31/38pzqRcw6l+VP1AbNXftV7331PksS8/JLH6Pfr+iaXERmYnj+\nRiu8KDE8f6IO9rTQVQZ6XHubJXm29V/7tX/LtqAfa9Pc9mnaSt5dwmfFTChmQgkzSr++X/9CLhvO\nj4c2v4NfoNxPfWCZKjfZ3mhLHKafbXVLSd4/vOk1UwS5jrOTY9Kst16l0j/8ySLzHeo7drZnyrIq\nlXrLvWb4ePW2Y1ytT51Av5QdexRFOTgFQ0II10VRNBB9QwgfpNziJqAlOfbPPguGDqWwsOUZp6XL\nmDqDbyXf2cooWcP9FTWqvekfphj9tc8G28EBfvq1ubY1KHosMTwfW0LHbyV67wX1ZAupKftqnXuS\nlHrbQlerMk1i1Wxcnn4GeVJ+Q0rRrsWq69+Q36yt6EpLsU+rmFXKDq+wrE6Z1855DO6YeO3Ri19s\n0fzOfaJi5/tIDgL20Nt1KQZ2Fitzg6ctslI/vd3gWLlpTjEts9T9blepwsl+YrDNrFCic4rz7h97\nwieeRWRT33KAc1d/lo5jvxtx7B9CGB5FUQ+8EkLYOaVWNhEtxbHH48Hhh9dYsCB44ok8m23WsozS\nrLlscxD77sb1v2T79MoWp0VbMdj1kYwuViqz1CwrFdV5LV39t7NeDnWBzusrjlG9KDE0v/zJ2t77\n9Wx0EVHmrHJQZb7LlXhq9bZ2NjPI4xkLsGsIrVlvWoKNWsWjs5hfnnDig2qdebf81BNkLVCpr8zW\npq8RTLXCfb70v9oAuBw8ai99UxxGn2eZmzyjTJVzHGznNKvAwXRfeMg9ChU6w3me8qAfOl9uivPu\nH3vEGM8L8pzidh1qRyjScexjQgg7rvpbu21sCKEFJTX8Oi3FsS9cGGyxRUxJCV278sADuY45puXk\nBTr9Qv755Ffvjz+Say9iePIjqmnTmg10Q8iUPlYpV61Sxw0NP4bAsscSw/M1S9ffe0+CSsXa66rE\nc+b7paBqjc8L7Gigf8uR2mhAurQ2PWoJdirTTFfmeGPsrrtT9LOrrmnXQycRRPeoWe73pao6KV1P\nNMi5aSwzm2yeW70gV47LHWOw9FP6fegd//WMAoUqlPuOU21th5RkBcEot5rhExvb1mGuQHqZ56qi\n6KvH/CiKeqNVlJFqCdWZOnbkvffyvP12rgceyFVUxOLFLedG3mOnNd+//CbHn8NDz9SbqCxLGmRK\nD9sp3LBTT3whPU5g6wl0+y6l7zNxBxb8jpBaNZHZ3vBfZ5rvfV0cbTMf6u9e3Z2pva0QqTDGXOcI\nqlP6jnQJIax+tQZagp3KNGVqbK2T0ZY51wQn+dTzFq7hjLE6Kr2h5MlxisH+YTc71BkVesFcZVJP\nczdMP2fZX6WYP3rJEumVwSxRrJ32OuioorZAzMf1TK01lEhkL+fqoa+FxprqzfXv34Ae+6k4Hjvh\nAXwfV4YQHku5lU1AFEX1nlhrudmbihdG0qGQ/n0Tr04dm6cdbcmobYhm0cEQWPYos86r7b3vzuC/\nU7DhfNR1meV1n7hdXMxWfmCY49foidVYrsx7yrwnz8Z6+ElGemqZojXpWVuwVWOV+Ld53rBUXKKC\n2/E29j19dZPv7+bYRVfbpJCcKS54wVx/9oVSMb8wzPdqc0CkyovGeNz7+unu147VIcWphArlXvW8\nsdYMRfupX+qtb8rtKzbPf1yhRszhrtMrGpp6VHwURVtiVfjsayGE9GrfNQHrcuy0jRumrdGaDG66\nNKv+VS9k1s9Y/jRRAf1voM8vEnPvIZ5YCpez/gXHRSZ7zw0qLNXf3nZyobz1BfO1YFqT3rVmuzVH\nhUfM86yFysW1l+NIfZSKGaXIdTZ3QIoJYharcJvPTbHSE/aSk8aDZBD8y9tGmWi4fi5yhPw0Uj5/\nYaJnPaJCYg3hzvZ0qO+kLA9m+dAot+qol+OiPyc3FB9FUY9VLyzEw7WvhbXbWi2t6WZuKLE0ii1k\naVqadeg1fyM2fZIhD5HTgTm/ZPLeibS01QsS0fQbcCA9DLOf2/Uw3Fxve9MvlVrYRCeQWVqTs6yr\nN63Nhg1Q4Jc29aJdnG+QrvI8aYGXLVEp7nKT/ctcIcmheeitQI3OZsv1vAVptTMSOcVetjfIJPPc\n7w1B8KbPU2rb5rbyU7+UrysY431V0qvcM9AutvNdpWtlz6vL+ubYP8HHtX+XYErta0nt9iwtiL/8\nhYce2vB+WVoWzWKso4geJ7H1RLp9h9L/Jebe5/2aJfey+M4NiijUw95+a5CDFZtmlAssNq4JGp95\nWpNzr0trdPKd5TndAM/ZyRF1AtQCbjfDb3wploIDPVovlfLdbqHFawVzJkuuHD9zoMF6e88XHjHa\nI0b73LyU5HXWxdl+Ia67ajVGGZlW+2B7x+m/noRQ63TsIYTBIYQheBVHhhB6hhB64ojaba2aZG+G\n8eNXOuecKT78sKTFGYIvvuCCCzjlFC67jJrU4qKytAAa01CHiruF0vOEVellV/fe/53ovS/9R2L7\n7AspeWWD8nLlG+EC2/uZaiu94wpfej6lnk2W9GhtvfmPlPhI8dcGzZ+y0EUmWplkINzeujlff4tV\nu9DUrwXpJUt7+X7hML109orxKlR72acpy+uqs1OcqlQX7/nQMsVptS9Hjr2dt57PN8zuIYQXV70J\nIbyEPdJqVQshmRugoCDHkCEFKivjampaluGaNYt2tdOit9zC0UdTnJ7eNDkt7WGpucm0cQ4hRuXd\nVN5Fyd5CzcxVX5QIpOu4S52940w7gYopG26nyFBH2cuN8nUy1l984nY1GYiIb8oHhLamfy3d0e+m\nm//Yxbt296QR7rSVy23qB/rrINcfTLciSed+lo0dpLuxSv3GrLTat1KFh7xrpYrV28abbU6dFK/J\nMtQghzvICrn+6UmxNKL4ob1O6/ysIVHxr+AtPIgIJ+PbIYRD0mpVI7O+4Lm1aQs3dSzGggXMm8fc\nuXTpwgGtoH57XVqiAWpuMqmbIayg9CdUPULUnY4PitodnuidFz1K8fPEFn91QPstGP4+eQ1L11lq\ngfdcr9h0PWzpW36tUGrhOEst8KIHHeE0PWyUkoxU+CboYFuwd+uiTI1TfG6qclcZ5Ph1VUZsAAsV\n+6e3TDR39bY9beEs+6csMwge9LSxJtrdTr7nsJRlkV6Cmp64mtUVKN7CtSGE1B9dmoBvmmNvK3wT\nDGuyZNa5Byr/TNmFqKbgVxReJ4ryEmvbS99n+bMUP0fFJLocwmYvfL3W+zqIqfCx35vrHQV62s1V\nethCsek620ROAzNvfeA1b3pWe4WOdaaBada4ToZvmg62Nfs3W4UTTFQu7n7D7KizWSoMTGHlRhC8\n5wsPG22FCrly/M7Juq+nt7whKlW53f0WWeIER9kljfz038giMMns31Z/h9bIN82wbojG0M0Q+5CV\nxxGfSd6+dHpYlLPW+tqKKSx/jvaD6f79hssWTPaYif4pR54d/VyJGXK1t5VTGyxnnNFelUiXcZAT\nbGf3Bh+bDt90/WtKW1im0jTzbWNwRuW+q9g5pugh3502c7UZnrB1yjkVPjLLXV5HhcPs4Hi7pdW+\nRZa43f1qxJ3vDP1TXNueTo99VD2bQwgh9fGIJiDr2Fsn33Sjui4axbnHiyj9AdX/IepLp0dE+ftk\nTP587/vQLWLK5SlUo9K+fq97Er3vmSZ71v0qldvVAb7tqLTrwDeErB4maGy7eK+XfGiKA+3oO/aU\nl8aa8bW5z3x/NEc7kSrB/YbZJcVCLOMscKPXtRcM0s4VjlEojQLzGG+SBzyhh25+4Uzt5CuxUo8k\nKtWlk1L2kjqvq/CpJJa7RVGUG0XRmCiKnq99v2sURR/UbvswiqJd1nHcBVEUjY+i6LMoii6os71H\nFEWvRlE0JYqiV6IoSq1eXwsjhODyy6u9/no2pD3L12kMRxPl9KDTcxT+hrCIFfsL5b8VQmYyRm/s\nW/ZwjUiumHJB3EduU5PEcqRBhjnFRbrq6QOvedb9aa8DbgjZB/0EjR2Ed5AReutqpDFu9YQlSjIi\n93OlStWsdurwmMUbOGrdbKevn9lNGRbJtSjNlLOwreH2tbsiyz3kGR8Ya3SGVpKnNBQfRdGHIYR6\nHXI9+14kkY62cwjh6CiK3sBvQgj/jaLoMFwaQthvrWO2kUiGswuq8TLODiF8GUXRLVgSQrgliqLL\n0D2EcHk939uqeuwzZ8ZttlmlWIx9981x/fV59tqrmesjrkVFRdw775QqKMhRWBjZccdCOTmZvdmz\nPaX101h6GqrfYOWJhIXkH0nHf4pyUq/QVmGR+d4x2fPK1kpes7nv2daZSckrs9Iz7jXXNBsZ4Lt+\nqlNt0o/GJKuP6ycT+liu0r+85mNf6KC90x1khzo1x1OhTI1bzfZ4HWeeJ/Kq7fWSn7Lcx433qHGG\n6O46BylMQxbUiLvHQ6aaIVeOQoWu8nO5DRy5SLnHXjcDXRRFvaIoOpSGjWdEUTQAh+NeVk9uzGf1\nHdmNOiGHXzEc74cQKkIINXgT36397GiJnPVq/x7bkLasj+Z26lBQEPnBD3JdcUWeE07ItXw5ZWXN\n3666tGsXOeWU2c47b67q6pB16m2IKH9fuo4hbx+qX6BkhBD7KCVZQTDO1ab6o2EOtIvL9LLt6s+/\n8JQlPktKZgedHO9cW9nFQnP8y60Wmp1S+7Jkjkz06Au192OHOdl+qsT8xQse9aaY1EcvO8j1fwb7\ns831rnW+McEz68nW1hC+bxv72dR0y9zmbTVprJcPgo+Nk1/bvhpxK5Wa6Iu02kjD5thnsHpBaQwz\nJKLi39mg8Ch6HDdJPAj8MoRwVBRFg/BOrcwciXXys9c6bjiexe6owGv4IIRwQRRFy0II3Wv3i1C0\n6v1aMrJR8Y3A6NGldt21g7y8Rhgazjr2BtGY+hpCjPKrqLgZ7ejwR9qfnfS1Kfa5T12myjKb+K4t\nnG+leaZ70UwjtdfFAe6Sl2QN7USU8ive8R/52jnS6TarfWioVK59ijW510dWLxtOuro522J/86JF\nlhukjx87XO80R2aWi7nBDP+1TH/tvWjbtPLJx8TdZJRxFjjQZn5q15SD8pYo8pBnzarTvx1uM2c5\nsUHHpxM8VxBCqNjQtnqOOxKHhRDOjaJoX1xc69hH4q4QwtNRFB2Hn4QQDqrn+B/hHJRiAipCCBfV\ndey1+xWFEL62WDbr2FsfWQPacBpbZ0PVC4nAurCMdifT8a+iqNPq727ItSo33xiXKDVTL3vY1tXy\ndBBTYbY3wBCHptS+ST7xkn+LidnXMbazuxf803cbqZpcVjcbTrq6WaHKv73uA5MVaOcHDrSTzS1R\nLJCyo3/JUteb6XeG2jPNh4Uy1a70ilmWO9n2vmsbJB48k9W/GjVeNsoo/6P26F87X7cGtDEdx/5J\nCGHEhrbVc9xNOE2il18g0Wt/CseEELrU7hNheQhhvWdQK2tWCOHuKIomYd8QwoIoijbGqBDC8HqO\nyTr2VkbWeDacptDZUDMjsSSu5iNytqTzE4m/5VeJOtzQIBnVVhjrSst8orPN7eAWBSlW8VqbeWZ4\n2j3KrNDfpuaa5jCn2sauGZG/Nln9bDjp6mcQvGuCR7yhWo19bGeIjYwy1qWOTzl6fqEqb1qeVuKa\nVSxV5ldeVqTcBfYwQn9vme4wyZVCXsUH/udJ/1Ujzz52cZSv54B74403vPHGG6vfX3vttck59lqn\n2Q//lsg2F0kMn3fB3fU503URRdE+vhqK/wQXhhDejKLoANxcXyBeFEV9QgiLoigaiP/iWyGEktrg\nuaUhhN9GUXQ5uqUbPJd17M1P1mgmT5M491BJ2UWJpDY6UHgl5VfQ6VlRu6MbJCOu2kS3mO9lBfrY\n0e90smlG2lesyJPutrS2qleBDn7kCh1TXNa0PrI6mhyZ0M+5lvibFy2wTJ5cMTUOsKPjfTtpWTUh\n+EKN4Q1MttQQZljmKq+oFreHgcZb6M+OSbnU6wdGet7rYjq4xiXab6AefCrBc4fgVvTHbbX/34aL\ncEUKbV51lX+CW6Io+hQ31L4XRVG/KIr+U2f/J6IomoDncE4IYdU6iJtxUBRFU7B/7fu0yOQN+5vf\nLHL77UssXJh+ruzGYOnSmBUrskvq2gKNnQe81DRTot8JHf9Ax4cQJZw6lP5IiNcX9/p1cuTb2hU2\n9SMVFvnQOZZKLTCvLjHVPjDS8joBURXKvOaJtGXXR7YD0PT018uljtdb19XBdK8ZY6xpScu6pWal\nb1cvcU9Nacau5WDdXWxvccFbZlim3LtmpixvFwfYy5Y6WeYpf0+5XkJDhuK/F0J4MiXpzUiyy93I\nzI173HEzlZTU2H//Tn72s566dGlZS9aeeWaF7353jhEjCvz2t30ccEDH5m4Ssr2hTJIpozXRFZZ4\nTQ972qrmLFHphcTqVH3L24/Or4qihuv4PC+Z6BYEW7pEf0ek1cZypcZ61xhvW1mnYtYxzrRFGqk6\n10dWVxtOurpYJeYfXvHxWpHiHRW40sl66NxgWS/HK5wdK7ZccGxOgTtyu+gSpZfsaKz57vI/RcpX\nbxuoq9sckXKsR0y1x/zBfDPt4zt2duA69016jj2KotNCCP+Kouhi1nhsiCQyz/0+pVY3Eak4dtJX\nxHg888vAMsmsWdWeeWaFU0/tqkePlvPQkTWWjUM6+lyj3GcuVhw+Mqiql00qK0SxtRJRFt4kKvxV\nUnKLfGysK8WsNMTphjoz7YC3GjWm+NTH3jDfTB118SNXKNAhLbn1kdXV5MjEg+YCRd4zyfsmKapN\nDjPUxi72fblJZCKcFWr8KLbcR6HapnL9I6+b7XISy81KQ1zHFBz9BAv91Qfm1Umu82v72VG/pGWt\nYoXl/u1m5Vb6jnMNtmW9+6Xi2H8aQvhrFEXX8PXxgBDCtSm3ugloLseeJXmyhrJxSc+5V5jgEst9\noJtdbV1znpyqR6n8B/HpyKXLO6K85HJnrzTdGJeqsEBfB9na5XK0SymqeG3mme5jb2ofCh0cnZCW\nrPrI6mvyZMquxgVTzfWez31sqv1s79gkq4hXheCamhX+HC/THr/N7eL0nEInxpb7Z1437VO4vtVq\nPGWCp00QE7etvq6WXnnNub70uNvla+8Ul+qm99f2SScqfq+116zXt62lkapjJ+vcm5qsoWx80nXu\nE11umf/pZmdbu1VOaE/sbSr/Ts0ndH5blJPcEqJKS33qciUm6WZ7O7hJiSlytNPddim3d2YZF45j\nv77LnDO4s9wGVpRrCFldTY3GsKlVYsabbpgBOqWQv+CFeIVzYsVKBEdG7b0QKp2d08HNeakHXk61\nxD+NMdEitzjMpimWLV7FOG8b6RG99HOii7Vbq0JdOo59TAhhx7W2bXC5W3OTjmMn69ybi6zhbBzS\nnmJSaaJfKfKurna0jd/LrR3mDmEF8eWi3E2Slhuz0linK7JIBwN1McwKU+zmfjkpFtlYUMGm/6Vr\nHl8eQofM+fWsfqZBS7SpM0LMGbHlPg2x1dseyuvm8JzkS7xOsMCtXvcze1qh2gzLnKlBmdfXy6se\nMt67NrejI9eatko6Kj6Kot1r59d7R1F0URRFF9e+riGDJXhaKNkbuHkIIazxypIZ0tXnHO1t5bd6\n+rZiY4x3gZjSWtmdU3LqEPc/A72ij2plZlngVaVmmu7fKbe1bwHnbsqCSv4yPbEtq0rNT6ZsagiM\nzUytGF+GGrlrTf2cGys2NyS/cqhclWpxv/emmJjjbZdyVHtd9nOcjQ3xhTE+lAhenWrseo9ZX6RA\nO3SWcOKd0an2VYKGF2duxTT2cqJUef31FX772wXuuGOR5ctjGz6gGVi5stpTT81JW07WwWeO9J17\nvi39Ri/7KTHOeD8XszItme0cJMeZcixdw7xO9y8rzUhZ7qVb0CmPmydTXM01n6fVzCwZIhP29Ddf\nstO7/Dn1VWWr2SLKc3hOe5vV6asuE/w4tlxNknZnZwP9n4N10s793veczzLg1smT7yg/1lFX73je\nR0Z6yQMq60Tir01DhuIHhxBmZKB9TUq6Q/HroiU4mfvuW+Kvf13innsG2n77zEf9ZoLnn5/r6KPf\n8dlnh9p668xU4WqJD1mtkfSH5WMmu9piI3W2lW3dIS+JZUdrU63Yl46zQLHqOsPv3WxnZ3emXH/9\nygncOJltuzCjjOVHkeqClazuZY509e/tIr7zMUurOX8Qv9+SORWsiCWudapt+ihUezhe7sl4hWLB\n5bmdXJ7bKWlZ85X4jZEWWmEPg51jr5QT1tRlnuke8wfx2vX8+zvBjtE+Kc+x98Gl2IrVEQohhLB/\n2i1tRBrLsdeluZz8ypU1Cgtz5Oa2XGMTQjBhQrFttumWUblZA5s+mdDbIGaS6yz2X50Ms6075aeR\nfzuuyDL7K7LUErtYWVtuc0uXGKBhGe5Wty0kHPropbxUp2Ls1IMZmoSdzupa45GuDn5ZypEfMamU\nw3pzaG8enMvo3clLb2m6ihC8HCo9WlPugtyOdstJPtajWLlbvG6qJbaykYvtp9MGssitjwVmGuUx\nC8xYPQrQSz+nR1emVrZVIqXsJGyKaySqu6WfNqoN0Fw3fqdOuS3aqZP4bTLt1LNkhkzobSTPcFfr\n43ArTTbOeaotBzXKkpaXo4euHtFD3GbetIOf6W0vX7hbZZKlNqOIHw5i8lqzBGOL69+/fhkt+/5q\n7aT7+w7tyOg9OKAnLy3mFxP5sJg/zki/bQVR5NicAg/ndzciSq3eeleFrnKwnQww0UJXe8mS2mmr\nIIgnWe61r0G+5TAFdaL/l5i3zv0b4th7hhDuRVUI4c0Qwg8lUrlmkTUATU1LmAppC2QifiSSa5gr\nbeQopaYY51xVinzhd6osTVpenuE6u1+kWo6rbOtcu7rbCl8mLat/Ia/txSZ1VkF9moRjz+pZ45Ou\n/nXP5+Zhib+rrtZVU/iiNP22raJdGm0skO+X9nOQYeYodqUXzVBkrmKvmJy0vE1t4wzX6KfnBvdt\niGOvqv27IIqiI6MoGoGv1T//JpN17k1L1uhmjlUOPlUdjuTawhU29h2lphrnHEu8ZqZ7UpLXziE6\nuF6wSImTdNBLL99KSdbgjry2N31rR0CT6bGT1bOWzrwKfjedkjrxwxVxzhpPvIVcuhw5zvQtJxth\nmXJXe8mTxnrEGEWSfwIp1MkJrrWVznKsO3K/IY79xiiKuuFi/BL34sKkW5SlVdJSo9JbYptaO3Wd\nfDKOPpJjM5fp41BlpourNN9zykxPqR2Ffq69k9T41ArnpLVkaPMwUa1ZAAAgAElEQVROCefeq13y\njj1L45POQ2W/Ah7dken7ctmmiZ47vFXE32Zlro3pEokcY1vn21u1uNFmKFftHz5MWd6Brrbd6j73\n19mgYw8hPB9CWB5CGB9C2Lc2Mc3QlFrUhkm359PSCCH4z3+WuuGGmW3mnLIkR0MdfRA33Z0W+W+d\nrTWmuSu17xXp5A55dlblSeVuTUnOKrbqwit7JZa9LVu3LayX7ANk05DqQyWJ6ZabhzNnf+7ehi07\ncelkZq97NVi9/MV4b5mnaj094VQpUmaKxfLquNz3zfSx2SnJy1PoW65f5+cbjIqv96Aomh1CSC0j\nRRPRFFHxDaU1GoeKihrHHvuZO+7Y3BZbtMwldWSnQZqLtXU6CJZ6wwx3K6uz/nw7f9FNakkq4xZY\nbh9x83T2kPaOSqfJ3i+iXQ471sZ0hhCSG5nI6lqzkKz9DIGRS5hSyrmDG3bMLCv8WKLAUSf59tHP\nQTYxXPe0axeQuD/Gmuc5n5lgwertvXR0m2MUSC1IL+WUsusQlnXsKdDaHHwsFpeX7tqRJiBrcJuP\nrzv4Ggu9bKa/qbRAJ1va0f0pr0Wv9olihyBXN6/Js3Wa7U1EzT8RyvwlrPRs1EunFCp6ZXWuaWls\n2xkE05R41Wyvm6O4dph7gI4OtIkDbKJPbUT6HCstV2mbBgSx1ceXlnjeBO+ZKQiOsrVT7ZySrKxj\nbyG0NufeGsga2ealPp2OqzLfM2a531AX6uOQlOVXetwKP5JjkG5GyamnylWyXBsvdqeVztbRDTnp\nL8vM6mDj01S2MybuI4u8arb3LVQtLsL2ejnQJrbQzdne8EPDfd9mchrYo4+LW2iqjW0BFlrhPyZ4\nyzTXONTgFArGpFK2daV6yrXW0iGE0KLzxbdUx07WuTcGWcPavKxLp2uUWeptvR2c+pBm2WilFUcp\n71Elz566ek6knSCe8khAWYjbOywyW41Xot52iFIrOFOXrA42Ls1hN0tUedNcI80xyTLQXq7K2nn4\nXW3kEjvq0oCCRR973oeesq2D7OY4ubXD7yUqTLPUDvon3b6M9thbAy3ZsdN0ShpCUFERFBa2/CH1\ndMka1uajUfW59DVh9qFWDChQ1YkCZ+roFmVu0tE1KYt9PVQ4Piy1nXyvRL3lZSJxT1YHG5Xm9Fez\nrPCaOZ43Xamv1tj1VujXdrLlBnrci80w0t2KLdTLIAc6Wzd902pT0tXdsjQuTWUAXnih2CefJJ8J\nrKmoqqoxa1Z6hURW0VYfUlsDjarPHQ8QbXyfTvNWyq3MUeE+JU5S7k/iSWalq8v+UYHvKjROtXtS\nWFOcpelpzgengTrbWAfl1iy8tVi5i73rCVPXuzSzt8G+52qb290SMz3pWl/4X6O0NdtjbyGs7zrU\nVeZkrldFRdzWW090112bOPTQzBRiyTS///14v/71RxYtOkXnztnh0NZOo9qTJdeLrbjG8sEdrBrV\n7+BaHVyUsshFocbuYaEY3o366CXXcnF9o9RnGrM62Pg0h9+KC6ZYboUqK1VbqVqpWO3faitU205P\nRxq83nn3IJjsXe/4l5gqw+1tT6fITyGXfHYovg3R0Gs2Y0alm29e6KSTuttnn9SrbzUmixaVe/vt\nBb73vSEZk5k1rM1LY9mU6vCOknC0kFO9eluOgbobJ0qjeta/QqkLw3IHK7C9fD2jHGdFyVf1qo+s\nLjYObcFvLTPfSH+x1Gzd9XOgs/WUXEx61rG3MdrqdcsUWYPafDSmbtaEL62s/LbqgpLV2zp7VHuH\npywzHoKjwxLvqZKDAxV4KCe1pUzrI6uTmSUZPSsvDy64oMyVVxYYOLDlxH3HVBntERONkivfnk6y\npX0bHGianWNvY2SNxPrJPvg0H42pm7nRUF3yJ+i4pNfqhOAV/payvOIQd3JYapLEKEAc76pU1Qj6\nsyo9c1Y3M0MyejZqVLV77qk0fHixG28sV1nZMq5Bnna+7QcOdq5ced7yT6/6i8o6FRJDkpXgyPbY\nWzVt9do1BtkHoeajUfS0eo6aubta0We5WIdc3X0i1+YpiZoZYk4MS31RJyjqmaiXvaLU62c3hKxO\npk9Ddeujj2LeeSemUyc6doxsu22ubbbJa+TWJUeJJV5zt4W+1FkvBzrbRoZ627/s5dR6e/HZofg2\nSlu9fo1N1qg2HxnT2Ypxwqw9VXStFu9+io7t7ktZ1LIQ94Ow1P9qM45doJOrcho/4DSrh6nTFm1f\njZgPPe1TL8qRa0dH+Nhz9nCS7Rz8tf2zjr0N09zXcNq0UgsWVNpjj+QzJzU3WcPafGREb0tfZfbh\n4vkd5AwYTfvUU85WhuC8sMzTym0r36icPum3bwNk9S91mtvuNSazjfeae1RYAXLkOsYVNrLpGvtl\n59jbMM1pHGKxuMsu+9ywYZmJIs7yzSEjetvxIPr+TU51CbMPJzY/ZVHto8hfo+4u0Ml41RaHGktV\nb/jANGjLzilL6nTXTz/DVr+Pq/GqP6tsYL6FrGPPkhZ5eTkee2wnPXumvwa9Ocga1jZAtx/S82pi\ns5h9JPHUEx7lRJGrcrr6XdTNHyxxiLE+ULLhA9OgblBdVh8bRpv7nUrfY96lxCuQWAoXyVmddhZW\nWmqU+9abBGcV2aH4NkJbvY5NRXZItPnIiO6GwPwfUPIgBXsxaBRResFR74QS50aT9dHOU7bWWdMH\nW2X1sn7anL378hBWvkL7rRj4TzrsBKqUm+5jU/zPXJ8jrDHfnp1jb+O01evYlGSNaPOREf1d+h/m\nHkk7dDmDje9P1GhNg9vNca/5jtLTTWvNbzYlWd1ck6awd2v/5o36nTUrmHcxRfcgj42uZKMriL7q\nsZdaZqoPfOkDezrZRoZmHXtbp61ex6Ykazybl4zo8LQLKfsjeej1G3pdToghTgoV3KrFnexzk5T5\nvaEOSqG0ZqbI6ueaNIbNa+hv3Gj2tuQlZp+ZiBUpHJHovRd8PSC0Uqn2OmYde1smE9ewuLhafn6k\nQ4eWtbazqckaz+YjM0PyMcbvS+675KLfQ0QdiJfQ9bSURE5V7gQTdJDrKVvr3YASnY1BVje/Tqb8\nVzq/bcZ9aKyIuT9n+b8TD6N9b6D3RdRTvyAbFZ9lnZSUVDvhhI8VFLScVItr86tffWjEiKcb/Xva\n6oNuayAjjivKY/jTlPVJpJGb9wMWX0HRrYl5+BTYTKGfG2C5mKvNaFDwUmOQ1c2vk47ORFG0+tVc\nbaiXvB4MepBBT5DThfmXMnUfKqc2WETWsWfRpUu+668fLien5fYIDjywnzPOSC2zWJbWQ0aMZLve\nbPEcZbmIUTWRynGUvZqyyNNsZBedva3YExarFve25em3NUmykfOZIdPOuFFGU7p9j2ET6HIsZe8y\nZXuW/Jmw4RSz2aH4NkBbvYbNRXbIs+WQsm4X3cmiX1A3z3aHgxj4SsptmafS90xQIzhRH+OU+ofh\nKcvLFC1JX9e+Xk3RtlR0pLHa1Si2OASWPcjc84kX0+lANrmfdptk59jbOm31OjYHLclQZlmTpPS8\nYjwzDsSir7YN/pSC7VP+/sctcp2ZSJSEf90OetVZa9wSaA79beh1aYy2pWr7WlJbGkTVnERg3cpX\nEkP0/e8Q9TwjO8eeJUuW1k1Sc6IF27LZNCoHfNVxL7o1pe8NgjvNWe3UE9t43bKU5DUmTf2Qn8z3\nZXoqoaV1aOrO22f8waHdADZ9mQF3o4bZZ6xz16xjbyNke5mZIfs7tg4afJ3yOrLFmxR3pSKi5GGq\nZyf/fSLn6e9XBsqrU2VrZAt07LQ8h7c2LaF9TbUWPqNOPoro+VO2GEfHvde5W9axtyFSUaCmdGS/\n+c1n3nhjYZN9X5YsoHBThj1MCVZ2SywjSoFI5GQbuccwPWqz0H2gxPI65V7TYczEjIhpUtJxjt8U\n576KjDr49psydNQ6P8469jZIQ54S637eVM790UdneffdxU3yXamQ7a23LpK6Xj0OY9DVlC1l/iuJ\n9e7VKxh3HZPuTOp7d9bZo7a2jY5q8FoGeu3xOLfcz0Fn8tFnaYtDy3CcrYGm/p0y13tf9/LkbPBc\nltU0ti6EEFqk82yJbcrScBqstyHOhKMoepFNLqf/ZTw9iJx8jp1BfnIVCsvVOMMYJeL+Yxc5Utej\np17lxIupru38H3cIN1zAFoNTFrmaxtTvTNiMVNu3vu+urg4+/bTciBGFcnM3LL8lBxyuj2yCmiwb\npLGVu6U50EYJcMnScolyGPYvCoYw+2ZKRjHsfCqX8sVfkxaXIxigWIWl7jU2raZt3JvcOh2wx//L\nVkfx06uZt2jdxzWExnpgb06nviEWLqy2665TPfxww3INNEcHtzFtzzc7f2iWLFlaNUkb5PwebPUk\nn+7B5NPZ6lUm/ZGJv2OLc8grbLCo9vJcZU+XGeUFX9hYR0dJLYnS1FnsvRMb9aRvr8Rr1f9l5SmJ\n/EYzf37MYYd1dtJJ3Rp8THOMKNb2uFM6dryR65abHYrPsjZtVSfqI9tjb92krKsLHmDKGXTYGgcw\n6Q52voPh5yctar6VLvW6EpUutbs9DUitTY1MJnQ907ahsXK0T5hQoX//fN26JZcmuyXYg4b8xlXK\n/dslfhTdlU1Qk6XhtFW9WJuWcCNnSZ209PSLnzH/bnocw/iXad+LoyaQ3zV5UYpc4Q1xwXW+bWu9\nU29XI9IY89mp0qIKr9TS0uzB+s6zxCJdo42yc+xZGk5LU/CGctVV77r22v81eP9vygNMlnoY+kc6\n70rRswzelWgun/8yJVGb6+Eyu6sR3OBds5RkuLGZYVWCmIYmivkm5aZviTZvfW3qos86P8s69ixt\nitzcSHX1hosk1OWbYrjaGmlft5z2bPkE+b2o/h/dsOhB4tUpidvZxs6xk1LVrvGWpRKT45UZWufe\nGNTn6JNx/KnSEp1oSyWV36rRHXsURblRFI2Jouj52ve7RlH0Qe22D6Mo2mUdx/0qiqIJURSNj6Lo\noSiK2tduvyaKojm1x4+JoujQxj6HbyqtMWr8mmv2cMMNezZ3M7K0BkINVXPpdjBiifrt7Sr44o8p\nizzYECfZyhLlrvW2UtX+4EMxyT1sNheN7cwzZVNam11Kl2TPtyl67BdgIquLGN+Cq0IIO+L/at+v\nQRRFg/FjjAghbCtxy51Y+3HA70MIO9a+Xm7c5mdp1PzHLYC2eE5ZGkIOpZ+x9Jk1N8+4mXhNylJP\ntJWDDTFDsSuMMtocb0s+jW1bInuPpU8yv2GjOvYoigbgcNzL6uwN87EqOqUb5tZzaAmq0SGKojx0\nWGu/rJY0I23ZyWdpHWSkZxlFbHwWO31K5zoDh/lFzHwkdbEiZ9hOf51NVwyeMkmQnfLJJJnq+bdF\nW9bYPfY/4BJrFEV2OW6LomgWfodfrX1QCKEIt2EW5mF5CKHuor3zoygaG0XRfVEUNXyhYpaM09Zu\niCwbJtkArBZP4eZs/y6b/Bo5iewek3+dyFS3LqpWMO1FFnz0tY+Wq3Cdd8y1YvW2mUp8ZEHSTZum\n2pdSm/NvSbS0KPbW6swb2uZGc+xRFB2JRSGEMdbsYd+Hn4cQBuJC3F/PsUPxCwxGP3SKouiU2o//\ngiHYQaL3f1tjnUOWhtEab5BVtOa2NyXrc+RtwtHn5DPkBrZ/U2KAcCazn133/itm88wRjP3z1z7q\npsBv7OcndlRYJwfYkyYl3azfKbaH+U6wyH+VqVmr19+aRgEa07k3xFG3ld55FEWuueYa11xzzbr3\nacQf+yachhgK0AVP4ZgQQpfafSKJ3njXtY49AQeFEM6qfX8adgshnLvWfoPxfO08/Nrf33o0vg3Q\nWg16a7/Jm4pUrm9Lz1G+TpaM5oM9ibbl0LGJIfu1qVrBn7ow6CC+98o6RS1V7n5jV8+x/9Z+ttSr\nwU15Rqm/WeFjVWATuc7Q2ck66iHXeyrMFHOC5PLcNydNec+11PoUmWDVuTXpOvYQwhUhhE1CCEMk\nAt9eDyGchqlRFO1Tu9v+mFLP4ZOwWxRFhbXO/0CJADxRFG1cZ7/vYHxjnUOWhtOabp628uTeVLS0\nh7ZGb0+vPej4HYrGM++l+vdp15l2XRI99/XQU6FL7OZae+uroydNTqopx+roRX3910ZO1NEiNa63\n3I7mucBSU8X8XJFrLPtabz5L67JLmaRJMs/VOvKLQwhHR1G0M+5Ce5TjnBDCmCiK+uGeEMIRtcdc\nitMl5uc/wVkhhOooiv4pMQwfMB0/DSF8rch3tsfevDREr1bddE3lOL6pN3m6pHN9Gus3b3SdWfox\nL+1Mr904ZHT9vfYHtqZkJuetqP/ztahU40mT7G+Qvin2sJeq8bBS/7DCbGtG7u+vwF/10qUVpCfJ\n3ouZI5tSNkuzsLaO1XdTN9EDZqN/R1sk3WvTap37/7d35mFyVFUffk93zz6TfU8mJCSELAQS9k22\nyBICCAhhUUBFNtnUyKcgyKIoKiiLIIKgKCKCAoKsIRB2kkASkhCSkJCV7NvsSy/3+6NrMj2Tnu6q\n6uqe7p7zPs8801V9763b3VX1q3Puuee+MQXWvwSTXoeBk3Z//z8nwepX4cqdUGQ/Da3BIClO7Alj\neJZ6rmZbm8jkvQjwN/qyJwUptZ8J9Hr0Bk0pq3QKdubB60WenXghnjlrPIy/Mfp/0S/iv19hLfaS\nxB3fnlRFHaAWw1+o2S3tzeeEmMwm3qIx5WOkm5w9L3IAXbZVyRpSWcLQTttK52HHa9NR2Y7qpPN8\nAaDvYTBgEmycAZvfhX5Htn2/vEXY10GffdLXjzh0x8f/6E8Nhg2E2UDI+h/9+ws1FACHU5zRfinZ\ngQq7oigdki7xjCf0yY7j5OFg1Sp44w34zndcdzHK+Juiwr7wFzCpXZLLisro/9p1KR6kLXa/c0Ho\nhtANH3vngOs9HrGfUx++vUNd8UpWoRd39pGJ38TNw0NHdSIRmDIFLrkE/v3vFDvW7yjoeyRseBW2\nzo7uC1qJZ1y64jsidqgqG66DTLvK8yIfQpagwq5kHV7f1LLhJqlkjhUroLQUjIHzz4dXX02hMZGo\n1Q6w6HZY8RisstLNxrriXTffcexJZ5+306Y1cd11jSxc6D5vfiqowLtHhV3JSry6qXX2zTFfyKXv\nca+9YM4c2LYNnnkGZs2CrVtTaHDg8dD7IFj3PMy6DKo+i+5Pkys+ls783mfMCHHnnc1MnFjHJZc0\nsHVr56xQp+LuHB1jV/KOXBKhXCL2e82Fm23PnnDKKdE/19Qsh9eOggYrz3ukCaoWR18XdYsmqknB\nFZ/NmdG+//1CKit9HHqon/Lyzu1jNn9P2YjOY1dyAicJb5TMk6/3EQC2z4Ppx0CwOrpdWglnrom+\n/uvYqMV+VXVKh7B77ub192wDvcZ3R+exKzlLornwmh6288nr36DXRDjmBfBbU8fq18YE0FVG88Y3\ndSDsxkA4+Zxyu4JtJyeEoqiwKzmJ3tyyk7z9PfofBUf+C8Qf3a6yVmprCaCLN85ePQ/e7AnLb0pb\nt3Jd6Nesgfp6++W7usfCLirsiqJkLd/73kdcddXHnd2NKJWnwaGPRF9XtwugizfOXjwUQlVQu8BW\n816IVi6JvDFw991w0mSoqnJST8U9GRo8pyiKp3iZ1GbEiHLKyrLoNjXiImja1hpAV5Fgylthbyga\nDDX2hB28DRJr3062CeLatfCH+yEYhOMmwSsvQ9++9upqMF1i1GJXFMVzvLrpTps2mssvH+lJW54x\n9ocweEr0dSJXPED5eGjeCE2bbTefbQKcLhYsgCOPjIr53Llw1NGwLn0zB7sUKuyKoqSFXLGoGptc\nVOr3lej/RK54gIp9o/9rF7o4iLdk2+9xyinwxgzYvAk2bYQH7o8KvN3nmq7yAOSGLPJxKYqiZJ6p\nV8GQATB6BFx9UVRYfHZNnkSueGgr7L3jLP3aAelyNad94RyX9OsX/XOKuuTjo8KuKErayFYhiWXh\nUnhhBnSvgJdmwouPOKhc2A0KyhO44i1hdzDODum1rnPhN3GCivvuqCteUZS0ku033RbrvL4R7roB\n/H4HlUWi7viOXPFle4MU2I6MVxQvUGFXFCXtOJmG1X5udrofDPzWXfCGK2DcKBcNVAyB5ur4SWp8\nhVA2Bmo/hUgopX56SbY/bDklnzwQXqDCrihKRnGTQTCdIu/zwdi94PorXDawKzL+SzBxFkqp2Bci\njdCw3FZzmRJdFff8RYVdUZROw41gey3yhQXw519BUZHDig3bYOOcVmFfMwNevnD3cuXjo/8djrNn\ngnwTdyWKCruiKDmLF8J07bfgsP1dVCzuCS+dD3N/F91+82pojpNCrcJdAF2myCdxV6s9igq7oig5\nTarC9J2pbg/sgwlXQrCudV/f/XYv1xIZ7yC1bMtfprAb05ALDwEq7irsiqJ0cVLSqrHfgkBp63Y8\nYS8aCAW9ocZ5kprOEHnoOIBRRTM3UGFXFCXn6TRLsrgHjI0ZV48n7CJRq71xFQQdrHbSjs4S+XQe\n8yOq2U7Q0zZzwauQblTYFUXJC9J9Q5/0EXxldpw3JlwV/R8ohe4j4lfelYFuEQDGBAkH7yfUfIOr\nvuSD5VxLiP9jGeewgGbizCZQXKPCrihK3pBOcf+iHlY0xHmjzzioPBb6jAdfB9ltKtqPswcIh+4j\nHLoTYzamo7tZz2NsYAchzqQfhXkoRbEelvZ/6Sb/vk1FUZRMM+Hq+G74FtpNeRMRfIHvAUHCoT+7\nOmQuW+2baeZxNtCLAi5kkGftZoMb3o54p1voVdgVRckr0nVzT9jsiFNhxGkdv18+DpA2kfH+wIVA\nKeHQnzDGXVa6dIt7utr/I2tpJMLlDKEMJzl8s5dURNprkVdhVxQl7/BS3INxhn932+cLwJ5TOm7E\nXwqle0Uj462bt0gPfP5vgFlHJPyC6/5l2s2bKsup53m2MIxiTqdvyu1lKvVwPNLxvXvxe6qwK4qS\nl3h1o394HVz5GdSHoTEM318Cf+hgzZeEVOwL4RpoXL1rl7/gewCEQw940lfovOh5u9zDGiLANQyl\nIAUJ6iwxzzRuhF6FXVEUJQEn9IEH1sKmZtgRgnvWwKReLhqKXcLVGDBhfL4JiO9wTOR1IpGlnvYb\nUncPe0WjFfU+myreZScTqOAYerpqq6sIekfYEXkVdkVR8hYvBGBkKYwua90eWgzjyx00YAyEqlsj\n43e+D4sugubNAPgDVwIQCf0x5b523IXOtd4fYh3LqONu1gDwA4YidN76AF7Q2d9pIlTYFUXJa7wQ\ng1NjhoJP6eswW50ILPoWrLglur3q17DxSSjsD4DP/3WgL+HQXzGmrqNWcpq5VHMpn/EZdXyVXuxL\nRWd3Ka9RYVcUJe9JVdxjhf1UN/Fee/4Uaua3bhcNjuaaB0SK8AcuAaqIhJ9IqZ+J8MLCXLM1+v+B\n1+GNxbviABMSJMIS6qgiGvm/lDpu4PNd7nnFe1TYFUVRknBYd+hdAGV+OMbN0HC3A6Dv11q3S4a2\nedsfuBTwEQ4+kFYXr90x947K/Op/8KsX4AdPwNV/t+e5WE4DTbS2F8RwBZUU25SfbHK/5woq7Iqi\ndAlSEYiAD07uA8f3hmK3065H3NL6uriybd98e+Dzn4Ix8zGRD1z30y5up1Q1h+CGp6P/jYEz7oFl\nGxLXWUjNrtcDKeTPjKWSYrddV2ygwq4oSpchFXE/tS+c0ieFg3ebAP3OjL5uJ+zQGkTn5dQ3u9gV\n+uaYPDqfrYfhfWDUwMRtf0o0bmAwRfyZsQzOE1HPZk+CCruiKF0KtxHWJ/aBKXHG18NOXOctVnvx\n0N3eEt9XERlJJPw0xmx21LdMEQy3vh47GH55dvI6C6mlkiIeZiyDHIp6NosnZG//VNgVRemyOBH5\nbgEYUNR23/uNhnHr4POgTXGvGA/9p8a12EV8Vv74ZsKhR+y1l2FahD3gh79fBsWFicvXEMJgeJix\nDKQoceEcxY24z5mzkwceWOV9ZyxU2BVFUXBnyc9vgqVBOGkDbArZFPcRN0PxHnHf8ge+BZQQDj2I\nMeG4ZTqTFlf8zafD/sOSl68mxJ8YS3+Xop7Nc8XdYoxh6dJaTj65X9qOIfn4xQGISH5+MEVRMoLd\ne+P12w137IQDi+DNgVDus/FgYEyHIeXBpouJhB8lUPhf/IEEC8t0Aif9FnbWw7s3Rq32TJCt7u4W\nOlNDRQRjzG5fkFrsiqIoKfDLnnBBOXzUBFM3QdAYtoVNYgs+gVj5C9oG0RkT9LS/qVAYgL9dmjlR\nh/y02tONWuyKoigdYPf+2GwMUzbC6w3w7XLYpxC2ReD2Xu6szebGQzGRWVQVv01x8I90K0pf4hon\nzFsFE4fZL/99FjKSMq5iz5SPna2WezZa7CrsiqIoCbB7j6yOGI5eD/OboUigRGDNUKiw45rfdaww\nmA1Ewi8SCl5OAyUIgq90KxWUuP0IVtuwcTMsWd7279D94dbrUmo6LlUEOYEPOISe3Mv4lNtTYd+d\njoQ90BmdURRFyRWsm2fScp8H4SvFUWFvMtG/h6phWg8nR/MRCt5GJPwwACU0AHC/eY5rZCoB3PvA\n3/4QbvoNvDOr7f4J41w3mZBV1AMwjNL0HCALyFbDWMfYFUVRPCBk4J3Gtvt+XxV109tFRAgU/gHx\nHdlm/xazlL8zE4N7ITn6MHj7Wfjwf/D1KdFhfhEYOdx1kwlpFfbUPA2Kc1TYFUVRkmDHDXxIsTBn\nMPy+N5Rbxb8Mwz9qnR6rkIKi/4C0znUfZQzvsYRXmOessXj93B/+/TAsexcuvxAOmZhyk3FZZXkb\nvLDYs9UNn639Sruwi4hfROaJyAvW9sEiMtvaN0dEDuqg3vUi8qmILBSRJ0SkyNrfS0Smi8gyEXlN\nRBw5uhRFUdxg5yYeEOH73YXPKuEsaw333+yEiEOXrUg/Cor+C5a1e6YZRndKeYYPmMcXTrsel5HD\n4YFfwb5jPWluN7qCKx6yU9wzYbFfCyyGXT6k3wA3GWMmAm6zJK8AACAASURBVD+zttsgIsOAS4D9\njTHjAT9wrvX2T4DpxphRwAxrW1EUJe3YTWAzJCA83V94cUB0rP35eufH8vkmEij8KwBlZjtXM4UC\nAjzMdNawxXmDGWYV9XQjQE8KOrsrXY60CruIDAFOBv4MtFwNG4Du1usewJdxqlYDQaBURAJAaUy5\n04DHrNePAad733NFUZSOic1Sl0joTy4VFg3BdcibPzAVf+CnYNYzjH58h0k0E+I+XmSntbhKNtJI\nmA00MoxShOyzaL0m26z2dFvsvweuAyIx+34C3CUia4DfAte3r2SM2Q7cBawB1gNVxpjXrbf7G2M2\nWa83Af3T1HdFURRbJBL5Up9wapn7G7+/4DbEFx2xPJCRnM4h7KCO+3iRJoI0EWR7zNKo2cAaGjDk\nvxs+FrsPe5kgbdPdROQUYLMxZp6IHBPz1iPANcaYZ0XkbOBR4Ph2dUcA3weGAVXA0yLyDWPMP2LL\nGWOMzldXFCWfEfHhD5y7a3sKB7CRHXzIMh5lBmMZwmaqOJsjOrGXURoJs4RaNtMEeCfsxphOF0un\ntO+v06lx9fUhXn11E2ecMXjXvpkzZzJz5szkx07XPDwR+SVwARACioFuwDPA14wx3awyAuw0xnRv\nV/cc4HhjzHet7QuAQ40xV4rIEuAYY8xGERkIvGmMGR3n+Cr4iqJ0Cume3xwkzJ08xwo2EsBPIQF+\ny0UUdfJ4tsEwifcZSDHLqeM8BiMIVzKcgAcu+VwT9/Y4OS8aG8P87nef86MfjaKwML5zPeO54o0x\nNxhjKo0xw4kGvr1hjLkAWC4iR1vFjgOWxam+BDhUREos8f8q0QA8gOeBi6zXFwHPpeszKIqiuCHd\nArSc9QykJwAhwtTTxPss9fQYm7c5ryPILlEH+CdfUobfE1HPB5ycF8XFfm64YTQFBc6/u0xmnmt5\nVLkUuN+avtZgbSMig4CHjTFTjDGfiMjfgI+Ijs/PBR6y6t8BPCUiFwOrgKmZ+wiKoij2sJuxzg0V\nlLKOtso7gwUcwzjPgtWm/hD69ASfwJN3QVMzlBQnrzc4RthL8TOVQZ70B3LTJd8ep+eFm8+rueIV\nRVEygNf32jARpjOf55hFyIpP/gGnMo6hnrS/7+mwcBkUBGBgX5j9L+jfJ3m9e1jBE9Ykpgup5EoS\np7YzGMcPI7ku7l6dC7psq6IoSifiddS0Hx8nMoHRNFFoBau9zoKU221PMAS//L49UQcYZCXVKcLH\neQzusNwGguzHMr7PBsd9ynWDNN2R8yrsiqIonYAXN3fBxwV8kz2opSc7WMo6NrLTk/61aOepx8L5\np9ivN4Sov/5rDKAXhR2W64afKiJsI5RKN3OadE2RU2FXFEXJYXrTh/O5iO400p+NLOZzz9ru0Q0e\nvDm6WIxdBlNMAOGbVCYsV4pQhLCNsKu+5brVHg+vRF6FXVEUpRPxwlKrZA/O5Bygibm8yk62p94x\n4Pc/hkH9nNUZQDGnMoD+FCUsJwi98bPdpbDnO6mcFyrsiqIonYwX4j6W8RzPZOqo5R/8lQZcJKiP\n4eSj4CIXCbsL8XE5w2yV7YWf7YRSWo42n3F7XqiwK4qiZAFeiPthfIWDOIytbOYpHieUwvj1LVc6\nc8HH0sNmopzeBAgC1W2yjtsj1yPj7eLmc6qwK4qiZAmpBlMJwkmcyijGsIoveJ5/u7aG7cxZT5Xe\n1vI46o73FhV2RVGULMWN0Pvw8XXOYxBDWMh83uS1tPWvOQIL6mFFk7v6vXYJe9eNjLeD04c8FXZF\nUZQcwe4NvpBCzuMietCTd3iTucwGYAmfetqfjSHYbwn8dL2zejWEWUkzvazkp+sIcg9bidj0LnQV\nN3wsTj6zCruiKEoeUk4F5/NtiinhfzzHHD7kGZ6kjlrPjlFhKUiNQ096GT4uYi2PsQOAaWzgPerw\n2cxAl49T3exg32ujKIqi5AxOLLe+9ONcLsCH8BLPESTI6zzHbP7lSV8qop50ahzGvvkQptKdTZYL\nPgTsZ2WsU1JHhV1RFCXHsCvu29jKx8zGH7Pe1yIWMZ8X2cbqlPsRECgW5xY7wNl0byNA++EsWk+t\n9o5RYVcURclB7Nzge9OHsYynOEY0Q0A9pXzCi570o8Lv3GIH6E8Bx1G+a3uCC4tdxT0+KuyKoih5\nzGjG8T1+yMEcDtYYdgM9WMFsqtniut2P6mBrKDrOXhOGTxvg6R3O2jiH7gD0wc9gl6uIq7jvjgq7\noihKjmLXJV9EEZM5je/yPfozkGaggUIW8rLrY+8MQ+VCWB+ELSHY7zMIO9TYYymnHwEmUOJ6Hfmu\nGCGfDBV2RVGUHMaJsA2mkku5ikmcRBPdWcrbNFLj6rjHVkDPADQaMEAYOLrCWRsBhLPp7nh8XUmM\nCruiKEqO42yOs58jOYYjOYwgQT5luqtj+gXO7dm6vVcRDLSXSbYNU+nuanxd6RgVdkVRlC7IAUym\nmBI+5XWCuEsd941era+PLu+4XCL2oJDDKXVVV93w8VFhVxRFyQOcilwhJYxlEk3UspS3XB1z/xIY\nba3OepRLYQfwuxxfV+Kjwq4oipInOBX3cRyPnwIW8goRFwuxiLRa7cnG1w2G+9jMa1Q7Po7iDBV2\nRVGUPMKJuJfSg704klq28gWzXB3v/F4wvBCGFiYuV0WYe9jCv3A4J05xjAq7oihKF2ZfJgPCJ7zk\naonXPYvg+gHJy22w0scOtLlWux266hz2ZKiwK4qi5BlOrPbuDGA4B7KdNaxjoavjXdw7eZmNBAEY\n4DIRTUeouO+OCruiKEoe4kTc92MKAAt4iUZq+Iw3HR3LZ+NQGyxh99JiV+Kjwq4oipKn2BX3vuzJ\nQMawnsW8yK/5kkWe9yWdwq5We1u89YkoiqIoOUUjtbzNI9SzE4DtrIGYsfZaQrzBVnpRwJHY8Ll3\nwEa12DOGWuyKoih5TDKrvZhyxnE8NWzeta+aTbsC6eoIczvLeIYNKfWjJXhuQBqEXRPVtEWFXVEU\nJc9JJnyDGcvRXLJrO0TzLgu+P0X0p4iFVBNxETVfT3RN1w0E6YGfEpWdtKPfsKIoShcgmbiP5HAO\n5pxd29Vs2vV6PN2oJsRqGhwf9yG2ci+b2UiQAQT4kDrmUOe4HcU+KuyKoigKAPtyMmP5KgBVMcK+\nL90AWEiV4zZHUsS9bKEJwxKauIBVaXHHK62osCuKoigACMJhfJNhHEA1G3ftbxH2BS7Swe5NUZvt\n46igkiRp6hyg4+u7o8KuKIqS5xhj4k4Ji2BYwsY2Ged8+DiWKyih+659e1FGET4WuhD24RRRGLPI\ny4X0SlDaOR19tq6MCruiKEoe0iJ4iURvFiv5OS/xHJ+02R+gkH04IWbbxzgqWEUDVda0NbsEEPay\nrPYRFHE4ZQnL389KLmM+Ox0eJ/bzdnWhV2FXFEXJI+wKW5gI/2EegnAow3d7X9rJQ+s4u3OrfQzF\nAFxALyTJEq3LqWM+1Skv5dqVRV6FXVEUJQ9wKmLvsYINVHEUIxkY43bviPExwr6JJtZQb/tYoymm\nHB9n2DhOg7V8rJfT4rqaNa/CriiKkuM4FasQEZ5hHn6E05mQtPwsdtDNSlT6Blv5FnOpthLO2GFv\nijmLHpThT1q2njCFCIE0ylO+C72mlFUURelivM0ytlDLJEbTj4qk5esJc4218tsaay57NwfyMYYi\nBtoMmmsgTLGNBwAvMcbkVXS9WuyKoig5jFOLs5kQz/IJBfj5GvvZqnMMvdm/nRu9m4O56D0IMKzd\ntLeOaCBMaYaFHfJrIRkVdkVRlC7EGyxlO3VMYm96J4lQb0EQrmXPNuFs5Wly+DYQpqQThD2fUGHv\nQuT7uJKiKIlpIsTzLKCIAKeyr6O6o6ngZPoDUIafQIpR6/EwmE6z2CF/rHYV9i5AR0KuQq8ouY3d\n67Zl8ZbpfEYVDRzPGHpQ6vh4VzCMYny2x9cbI87ab8YQhk612PPhXqjCnuc4OUlV6BUlP3mC2dTQ\nyAssoJgCTmG8q3b6UsQFVNoaX68Nw5B5cPUqe21vojFmqltU2EM4fDLwiFy//2lUvNIhsSd3PkWM\nKkpXwmB4i8/5iNXU0sQZTKDCShjjhm8whPU0Ji33r22wLQTdbBrfD7KKKmsK3WaauJaFXMIe7GPN\nn1fsoxa7Ygu15hWlLW6vhUxfP1uppZ5mtlALwCLW8yRz2uSHd0IJfq6Mk6muPX/eEv1/cV977U6k\nB++xHYCl1LKGBsbZmIrnhi01ycvk8n1OhT2PSeeJ6UTo25fVhwMll2l//jq9DpzUSdaeHVZbYtlC\nHU1MZp+kqV0T0TvJ6myL6uHDWpjUDfa06Rw4oN10uhPom1If2zN9MXz7L/DFFvjuY/bq5Op9SoVd\n8YR4N6pkNy4VeaUzcGtlp/IQa/c6SMe1ECvs/ajgek6iOyWO2wkR5u/MZEuCNdnfrobNQXh4c3T7\nkn722x9EMf1j5rqfiIPKSTAGfvkS/PV9OOZOeP4TmLPSbt3cM0hU2BXPcXMB5OLFo+QO7c8tp6Kb\nSby+FtZYwt6bMm5gMr1szl1vz//4iLf4lBf4qMMys+tgylL4+1boHYDTe9pvX5BdSXBGUsaeLvsZ\nt22Be86FsiJYaz3n3Py8u7Zy4T6VdmEXEb+IzBORF6ztg0VktrVvjogcFKfO3tb7LX9VInKN9d4t\nIrIu5r2T0v0ZcpFsPunsoEKveIHd8yebh4tS7c9qttGDEm5gMn0pd9XG56znRT6mJ+WcwxEdltsS\nhI/qYEc4Ki7HfQazau0f5wB6AImt9dkNMHUdvGBjnLyFT7+EqX+CuqbWfS8vgg9W2G8jHtl4vkBm\nLPZrgcWwK1LjN8BNxpiJwM+s7TYYY5YaYyZaZQ4A6oFnW94GftfyvjHmlbR/ghwi204wr8jXz6Uo\nTnAqIvU000SIG5jMAJfR5fU08QivA4aLmURZgoj6zTFLqG8JwTHd4BAHzxIt4+zH03HEXW0Enq6G\nd+0vLse4wbDwZrj7HOgRM33/FpdWe0dki9CnVdhFZAhwMvBn2BUFsQF2RUn0AL5M0sxXgRXGmLWx\nTXvZz1wnG06kTNEVPqOieMV26vgJJzLYsoTd8E/eYSs1nMBERjMkYdktMQu+ndAdbktcfDcGUsyJ\n9GVggoeHcdYw/KdNHRaJS0EArv0qLL8drjoW/D54bTG8+7mzdpzQWffldFvsvweugzZZBn4C3CUi\na4DfAtcnaeNc4Il2+64WkU9E5BERcX/GKp5SV9fMmjUdB9YoipJZhtCTPejtuv4cPucDllJJH07n\nkKTlWyz2PQrhiRHgd2iCCcLV7JmwTD8/9PbDIofC3kLvcrjvfFhwM5w4zv1YuxMyLe5pE3YROQXY\nbIyZR1sL+xHgGmPMUOAHwKMJ2igETgWejtn9R2A4MIGo9X+Xx11XXHLHHe8zfvzDhELpzRbl1UXi\nJoJZyR2y9XfcuTOStX2LZTs1/J23KMDPJRxPgY00r1tCUCzwzCjobX/xtzb0TbIKnEjUal8djLrl\n3TJ2ELx8LUw7oTWgLl9Ip8V+OHCaiKwE/gkcJyJ/Bw42xrSMl/8bODhBG5OBj40xW1p2GGM2Gwui\nLv5E9fOebLpBXHLJRJ5++kwCgfSHbqQ6/9fJtCVF8YqGBsPUqdt46KG6zu5KQiIYHmUG9TRxNkcw\nyOZa6luC8MfhsL93Ae1x2cfS/sVNUXGPuLxMReDk8VBp7+OlRCbvJWm7AxtjbjDGVBpjhhN1p79h\njLkAWC4iR1vFjgOWJWjmPKIPBbsQkYExm2cACz3stpICQ4d254QTErvRvMTtlLp0H0dROmLFihCf\nfBLk6qt38sEHLn3JKdCc5FxuWSzmNeaxhC8Zzx4cyz622q4Pw4V94Fs2M825oTECcxtgrCXs/6yC\nY1flTtBVpu4lmcwV3/KJLgXuF5EioMHaRkQGAQ8bY6ZY22VEA+cuadfOr0VkgtXeSuCyDPRdyVG8\ndNtrvvzcQkSy7qFsn30KWLduIG+91cTrrzcxYUIhJSWZOa+qTYSvma2cRymXyu6h6tupZT4rGckA\nnmUWFZTwLY6znf3NJ/D7PbzudVuKfTBtE8xpiG7fvR3GF0Ut71yh/TmZjvuKZNuJ7xUikp8frB35\n+vs5Id6Fka7vRcU999BrBBqNYarZyvs08w1KuVt67HYuT+cTXuJjyilmAzu4ipOZYCMnvBcYY1+c\nZ9bBsatbt08th+eHpqdfnYHTe4wxZrcKmnkux1GhaXvjTve4uIqEkmuEjeFys533aWYyxdwVR9QB\nPmI5NTSwgR0Mox+9qSBIKE6L3tAQhKZQ9O+4P8OTn9ird0wZHBUzF31Y4rT1tnlgC/xtmzdtpYIX\n8T0q7EpeoIFuSkek4+F37VqYMcPzZj3HGMN1Zif/o5FDKeQh6UUgzvexjRpWsHHX9io28zyzCVrr\no6eDt1bCb9+GX78FM1fCm1/Yr/uzPq2vh7mMvo9lZwhuXA8XrYbrv3QfjOc1bmfrqLDnAWq1ZxZ9\ngMg9vLpGgkH47W9h2DC4915PmvQcYwzzTTMAvzY1/I16xhDgcelNSQffw8e05lYVhDM5lCuYTGmS\nqWep8MoyuH1m9G9ABfzaQXLw48rgCGsdGy+EvUcA3hkFwwvhjk3w9S+g1nqmWdiQevteYVfgVdjz\nBBX3zKLinnt4cY0UFMDAgdHx4Pffj44NZxvTaeLnpppHTS13UkMlfp6SPvSQjm/3H7EcgHKK+QGn\ncjIH4EtzrPmrn0NjCJrDUBKAaS/Bhmp7dUXgZ1b0vRfCDjCuBGaPhq+Uw3NVcOQyWN0EU5bDqsxP\nYEhIsvuPCnseISK7/uyWs1tH2R0V967JN78JTz0FVVWwLNFk3U7AGMPvTQ1v0cSPTRW98fGU9Gag\ndJxcZivVfMEmhtGPm5jKWCpdH/+lSCP3hesIJ7k2Vu+AJVtatzfVwtfGwkAH6eyPL4NDS7wbYwfo\nE4DpI+HbveGTBthvCawNwqVrsu8hLtH9R4U9T4kn2skEXIXeOSruuYVX5/WZZ8J//wtz53rSnGe8\nRzNziLrhDTCGAJ8TIpjgPP2YFRzFWH7MGfSmwvWxt5gw14SquS1cw4okY/OvxuRn718Ob10Cp41x\ndjwR+E0/6OmxihX54JGhcE5PqLI+xvQaeDQLAuvsksl57Eon4uaG1r6Oilh8Yr8XfSDKfrya3z55\nMjQ2etChBGzcCgP6JC/Xwt2m7VqmqwkjJL7R781gTmSiq/61YIzhmlA1W4lwi7+cUZJYWl6xPB1j\n+sJL34JhDtZtj+UrcTLcOZk6Fw9j4NYN8NSOtvt/uA5O7AZDPPIQrKuFIe5W0U2KWuyKbdSaT47m\nnM8NvDqHiztehCxlgkE46Qq45QF47f3k5eeaZmYSHQwuBKZRwXvSj8lSkvDzDkuw9rldHo808LJp\n4jAp4Gpf4nyywTDMWAHHDIf3Lncv6vGoD8HJr8D0de7bEIFbBsGKcTCtH3S3RjGqI3CZRy75+xbA\n8MdhZrK1TV2iwq64Ip/d9vX1Qa6//i22bUs9HFbFXXHLstXwyVK49UG47nfw4FPQ1Nxx+RZrfRJF\nvCv9ud7XjdIEAXOxPM0X/J6F7MR5lNgqE+L6cA3lCH8MdMef5H7w4ZroePqr34aeJY4Pl5A5m2HG\nl3DKK/Dcqui++z9119bwIrhzCHy5DzxYCWOL4aVqeNyDBWMO7AehCFz9TvRBZ0WVt2P4KuyKJ+ST\n0K9aVcWdd85hyRJvBtVU3LOTbD9PF8aMQy9YBuWlUNSBG/gzE2QRQf4mvXhSerNnEld4e95lIy+x\nhmKbo7PGGOZGgoSN4YpQFbUYfumvYJiN4+7REx47CwrTMBB89CB44cTocrFnTYc7P4Fr3odZm923\nWeaHy/rCojHw+kh4o6Z1eVq3HDYAvjUaFm2HexfCua/Bqprk9eyiKWWVtJOv55hTsl1IuirZen7e\neB/c/nD09f03wPfO7bjsXNPM3gQos2mhx2IwnM5r9KCQxzjWVp3FkSAXhnZynr+En4drOUmK+Gcg\nfka7zuDdjTDlZai2BPiQfvD+16L57L0gYlJva1M9jHoCapqjgY6PHgvfdhxAKJpSVukc8smaT4Vs\nFZCuTraeky0W+6+uTSzqAPtLoStRB9hMI3WEGO4gIv6/kUaWE+bn4Vr64OPeQLes+R4bQvDpdhgQ\nk3Z21mb4x+cd13FKqqL+znrY71+tog4wc33K3dqFCruScVToFSU5Cz+H6y+Gn1yc3uOsJJoVZjj2\nJ5G/YFrH4quJMDW0g2UmfXnlnVDsh+HdoFe7pHk/ng21KbrQAZ4KNvNaKLWGvjII/joJimOGI7wM\npFNhVzqdriT0arVnJ+k6777c4C4oqqYOphwFt1/jfZ/as5Lo4K5di325CbE4RsR74eM3/m5Jp7hl\nChE4YUjU9f7qyXCoFfS/oR5+OS+1tjdEIlzeUMf59bXMCqX2IHPSUJhxGvS0HkDW1MIqm5n3kqHC\nrmQdXoh8c3OYDRs8jEbxEBX37CQd4n7znXDsWfCdH0BDA9jVgoIA3PPjzKwz3iLsw2wK+/OR1sn7\nh0oBMwt6c7DP/eTuJnawjtdc1++IeAJ/1wL4IgXxHOjz8WhJGY3AmfW1LA6ntkjOYQPgnTNgkDVD\n0Ct3vAq7ktW4Fflbb32bceMeIhyOpKlnqaHinn2k4zfZWQ1vfQCPPQ1nXQo+m3fc4iL7ZVNlJTUU\n4GMwpckL0yrsF/tKeD7QiwEJ0tUmI0KQj7mVT/gNm/jQdTuJiBX4F06C/6xMrb3TCwq5r7iUHRhO\nra9hdSQ1cR/XC947A0Z2984dnx2+E0XxmMsu25+DDhqE36/Prkpi0vmQVWVZhwP6wV/vzpxY2yVE\nhLXUMowK/DbsvNUmxGcmxL3+blzot/cg0BEGwyLuZQeL6M+R9OPglNpLRovAHz849ba+XVjENmP4\nWVMDp9bX8nppBT5gjYmwv9+5rA7rBu+eAVe8lXrfQIVdySGcpAIdOrQ7Q4d2T3OPUqP9Z8n3+IJs\nIxNek+raqJg/cT/07Z32w9nGYBCEtdQRwtgeX/84EuTFQC8OTMH13sIqnmUtL1PBnkzgx0iGHMhe\nXWbTCovYaiLc29zE6fW1nFpQwNxwmKdL3eWJ7V8KfzkumrgmkOJXocKu5BRe5fnORlTo00+mz53q\nGrhlGhx9WEYPm5QIcB8L2Zvow+9wKjAYIoA/wXKtp/uK8XlwXm7hIxbzIIX04EB+ToDEKehir4Vs\nuf5FhF8WlbDdGB4PNjO/KeqSXxAOsa8Lqx2ge1HyMnbIMseQoiSnqwie5pz3js76Hg+aADdkILLd\nKX6Ej9jC3SwC4H02MY0PaZ1VHR8vRL2Wtczl5wg+DuBmSumfsHz76z2bZtG8Hw7RPsLgt03ergwU\njsA1H8KPZtuvo8KuKDmALi7jnGz4vu65DfzuY8vSSj9KCFtCvogdnESlrXH2GbzN/3iVRpwLWJAa\nPuImQtSxD9fSi/GO22iPW4FvDMKmmtbXbhjj81MAbXwcz4SCLE0xWj4Wvw+eWQWPr7BfR4VdyUk6\n+0kdoK6umRdfXNYpx+5swcpmvP5ujDHMmBEiFHLeZs8ennXDc/rFuL8HU8okBiWtYzDMYS5zmEsB\nzsbZI4SZyy+oYx3DOJOhTHbc50Q4uSeEwnDOk3DkQ7BmJ9z5DizY4PyYvX0+7i0p492yCg62nuAM\ncGezt1b7vr1gU0P0zw4q7ErO0tni/txzSzjllH+yevXOTuuDinsr6XrYeeutMCecUM9NNzW5Encn\nbItEaEzxM9h1VccK+zfYy5a1vo0d7KSKPRluq3wsS/gTW/mYPhzAGC6zVcfpNW63vN8He/eB5dvg\nKw/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "step = 2\n", "y_slice = np.arange(340, 450)\n", "x_slice = np.arange(200, 300)\n", "\n", "arrow_step = 1\n", "y_slice_a = y_slice[::arrow_step]\n", "x_slice_a = x_slice[::arrow_step]\n", "\n", "lats_slice = lats[340:450, 200:300]\n", "lons_slice = lons[340:450, 200:300]\n", "\n", "theta=29\n", "theta_rad=29 * np.pi / 180\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "u_E=u_tzyx * np.cos(theta_rad) - v_tzyx * np.sin(theta_rad)\n", "v_N=u_tzyx * np.sin(theta_rad) + v_tzyx * np.cos(theta_rad)\n", "\n", "speeds = np.sqrt(np.square(u_E) + np.square(v_N))\n", "max_speed = viz_tools.calc_abs_max(speeds)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "\n", "\n", "ax.quiver(lons_slice[1::3, 1::3], lats_slice[1::3, 1::3], u_E[::3,::3], v_N[::3,::3],\n", " speeds[::3,::3], pivot='mid', cmap='jet', clim=[0, 1.25], \n", " width = 0.004, scale=1/0.08)\n", "viz_tools.plot_land_mask(ax, bathy, coords='map', color='k')\n", "\n", "\n", "ax.set_xlim([-123.7, -123.25])\n", "ax.set_ylim([48.7, 49.1])\n", "#ax.grid()\n", "\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#Boundary Pass" ] }, { "cell_type": "code", "execution_count": 257, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 257, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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oMjnE7UQxglg6BjAXOCIc/v0VTP4RWlo078pfQn3PyCqCFxfARZPgnunVr3t7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\n2Uaipp707Nmjg7Jttby9ENo3gY+vhoGt1a3TtLFZ7OuR6v6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cqAsr4eLJ8OTPUGP33s4l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Q1WKTTcm643wec73E4YrpdXeJtIJD0Lc7M6L7rRWIcbouMguiUSKW7KFTnHfklFHT2/P3NBLmpy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\nw8prUyvctxfm18BfesD1xYHF3Xd8zQI+pIhiLmUWOYR2cKa0P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YyzwbkH3OyKYGOFngWT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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "step = 2\n", "y_slice = np.arange(280, 400)\n", "x_slice = np.arange(200, 350)\n", "\n", "arrow_step = 1\n", "y_slice_a = y_slice[::arrow_step]\n", "x_slice_a = x_slice[::arrow_step]\n", "\n", "lats_slice = lats[280:400, 200:350]\n", "lons_slice = lons[280:400, 200:350]\n", "\n", "theta=29\n", "theta_rad=29 * np.pi / 180\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "u_E=u_tzyx * np.cos(theta_rad) - v_tzyx * np.sin(theta_rad)\n", "v_N=u_tzyx * np.sin(theta_rad) + v_tzyx * np.cos(theta_rad)\n", "\n", "speeds = np.sqrt(np.square(u_E) + np.square(v_N))\n", "max_speed = viz_tools.calc_abs_max(speeds)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "\n", "\n", "ax.quiver(lons_slice[1::3, 1::3], lats_slice[1::3, 1::3], u_E[::3,::3], v_N[::3,::3],\n", " speeds[::3,::3], pivot='mid', cmap='jet', clim=[0, 2], scale=1/0.025)\n", "viz_tools.plot_land_mask(ax, bathy, coords='map', color='k')\n", "\n", "\n", "ax.set_xlim([-123.5, -122.8])\n", "ax.set_ylim([48.5, 48.85])\n", "#ax.grid()\n", "\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n", "ax.quiverkey(quiver, 252, 302, 1, '1 m/s', coordinates='data', color='white', labelcolor='white')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Rosario Strait" ] }, { "cell_type": "code", "execution_count": 279, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 279, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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GbqwpD48//viR98OHD2f48OE1HaZQxCXbyMWDl2ZHequDI5WONKQnuczDRRHO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\nw8SPo5Apg1nCr/zBLzSnDRd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cSrlfCNESmCOl7F7D+aMuRPXFs8dowYnFddtPGVcwn0E0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\nGO7VC5VSHYDvzPXKK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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "step = 2\n", "y_slice = np.arange(240, 330)\n", "x_slice = np.arange(260, 350)\n", "\n", "arrow_step = 1\n", "y_slice_a = y_slice[::arrow_step]\n", "x_slice_a = x_slice[::arrow_step]\n", "\n", "lats_slice = lats[240:330, 260:350]\n", "lons_slice = lons[240:330, 260:350]\n", "\n", "theta=29\n", "theta_rad=29 * np.pi / 180\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "u_E=u_tzyx * np.cos(theta_rad) - v_tzyx * np.sin(theta_rad)\n", "v_N=u_tzyx * np.sin(theta_rad) + v_tzyx * np.cos(theta_rad)\n", "\n", "speeds = np.sqrt(np.square(u_E) + np.square(v_N))\n", "max_speed = viz_tools.calc_abs_max(speeds)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "\n", "\n", "ax.quiver(lons_slice[1::3, 1::3], lats_slice[1::3, 1::3], u_E[::3,::3], v_N[::3,::3],\n", " speeds[::3,::3], pivot='mid', cmap='jet', clim=[0, 2.5], \n", " width = 0.005, scale=1/0.055)\n", "viz_tools.plot_land_mask(ax, bathy, coords='map', color='k')\n", "\n", "\n", "ax.set_xlim([-122.9, -122.6])\n", "ax.set_ylim([48.35, 48.7])\n", "#ax.grid()\n", "\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n", "ax.quiverkey(quiver, 252, 302, 1, '1 m/s', coordinates='data', color='white', labelcolor='white')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Victoria" ] }, { "cell_type": "code", "execution_count": 281, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 281, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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lFapQ+NG8yxLqcOb7IsJOECIk2S4eSsF99xqPe1kL92pDNAWJrTJtBAwzs29z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KAstVSMMDDlItZoWK9bds6c5IjlwLC1VinrDQI+arFve8g9WKm6HIF4rNUGRHnZ3Ziua1LaVA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\nBDYD15Szb6F37WVggoisxQiztUBGiQ1VU0VkgYisAb5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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "step = 2\n", "y_slice = np.arange(240, 350)\n", "x_slice = np.arange(160, 270)\n", "\n", "arrow_step = 1\n", "y_slice_a = y_slice[::arrow_step]\n", "x_slice_a = x_slice[::arrow_step]\n", "\n", "lats_slice = lats[240:350, 160:270]\n", "lons_slice = lons[240:350, 160:270]\n", "\n", "theta=29\n", "theta_rad=29 * np.pi / 180\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice_a, x_slice_a], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "u_E=u_tzyx * np.cos(theta_rad) - v_tzyx * np.sin(theta_rad)\n", "v_N=u_tzyx * np.sin(theta_rad) + v_tzyx * np.cos(theta_rad)\n", "\n", "speeds = np.sqrt(np.square(u_E) + np.square(v_N))\n", "max_speed = viz_tools.calc_abs_max(speeds)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "\n", "\n", "ax.quiver(lons_slice[1::3, 1::3], lats_slice[1::3, 1::3], u_E[::3,::3], v_N[::3,::3],\n", " speeds[::3,::3], pivot='mid', cmap='jet', clim=[0, 2.2], \n", " width = 0.004, scale=1/0.03)\n", "viz_tools.plot_land_mask(ax, bathy, coords='map', color='k')\n", "\n", "\n", "ax.set_xlim([-123.5, -123])\n", "ax.set_ylim([48.25, 48.6])\n", "#ax.grid()\n", "\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n", "ax.quiverkey(quiver, 252, 302, 1, '1 m/s', coordinates='data', color='white', labelcolor='white')" ] }, { "cell_type": "code", "execution_count": 203, "metadata": { "collapsed": false }, "outputs": [ { "ename": "AssertionError", "evalue": "", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mAssertionError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 42\u001b[0m streams = ax.streamplot(lons_slice[1::3, 1::3], lats_slice[1::3, 1::3], u_E[::3,::3], v_N[::3,::3],\n\u001b[0;32m 43\u001b[0m \u001b[0mdensity\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 44\u001b[1;33m linewidth=7*speeds/max_speed, color=speeds, cmap='RdYlGn_r')\n\u001b[0m\u001b[0;32m 45\u001b[0m \u001b[0mviz_tools\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mplot_land_mask\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0max\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbathy\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mxslice\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mx_slice\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0myslice\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0my_slice\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 46\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m/home/alaw/anaconda/lib/python2.7/site-packages/matplotlib/axes/_axes.pyc\u001b[0m in \u001b[0;36mstreamplot\u001b[1;34m(self, x, y, u, v, density, linewidth, color, cmap, norm, arrowsize, arrowstyle, minlength, transform, zorder)\u001b[0m\n\u001b[0;32m 4202\u001b[0m \u001b[0mminlength\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mminlength\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4203\u001b[0m \u001b[0mtransform\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtransform\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 4204\u001b[1;33m zorder=zorder)\n\u001b[0m\u001b[0;32m 4205\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mstream_container\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4206\u001b[0m \u001b[0mstreamplot\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__doc__\u001b[0m \u001b[1;33m=\u001b[0m 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\u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mallclose\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mx_row\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 262\u001b[0m \u001b[0mx\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mx_row\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 263\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;31mAssertionError\u001b[0m: " ] }, { "data": { "image/png": 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BzzrAaRvh647QNdFmcTHEtGlw8MHQobr+gQizNQ/aNg6+3E2Hwawt9mo5Jhmu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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "t, zlevel = 4, 0\n", "step = 5\n", "y_slice = np.arange(340, 450)\n", "x_slice = np.arange(200, 270)\n", "\n", "lats_slice = lats[340:450, 200:270]\n", "lons_slice = lons[340:450, 200:270]\n", "\n", "theta=29\n", "theta_rad=29 * np.pi / 180\n", "\n", "ugrid_tzyx = np.ma.masked_values(ugrid[t, zlevel, y_slice, x_slice], 0)\n", "vgrid_tzyx = np.ma.masked_values(vgrid[t, zlevel, y_slice, x_slice], 0)\n", "u_tzyx, v_tzyx = viz_tools.unstagger(ugrid_tzyx, vgrid_tzyx)\n", "\n", "u_E=u_tzyx * np.cos(theta_rad) - v_tzyx * np.sin(theta_rad)\n", "v_N=u_tzyx * np.sin(theta_rad) + v_tzyx * np.cos(theta_rad)\n", "\n", "speeds = np.sqrt(np.square(u_E) + np.square(v_N))\n", "max_speed = viz_tools.calc_abs_max(speeds)\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "viz_tools.set_aspect(ax)\n", "\n", "arrow_step = 3\n", "y_slice_a = y_slice[::arrow_step]\n", "x_slice_a = x_slice[::arrow_step]\n", "\n", "ax.quiver(lons_slice[1::3, 1::3], lats_slice[1::3, 1::3], u_E[::3,::3], v_N[::3,::3],\n", " speeds[::3,::3], pivot='mid', cmap='jet')\n", "viz_tools.plot_land_mask(ax, bathy, coords='map', color='k')\n", "\n", "ax.set_xlim([-123.7, -123.3])\n", "ax.set_ylim([48.7, 49.15])\n", "#ax.grid()\n", "\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n", "\n", "\n", "streams = ax.streamplot(lons_slice[1::3, 1::3], lats_slice[1::3, 1::3], u_E[::3,::3], v_N[::3,::3],\n", " density=1,\n", " linewidth=7*speeds/max_speed, color=speeds, cmap='RdYlGn_r')\n", "viz_tools.plot_land_mask(ax, bathy, xslice=x_slice, yslice=y_slice)\n", "\n", "ax.set_xlim(x_slice[0], x_slice[-1])\n", "ax.set_ylim(y_slice[0], y_slice[-1])\n", "ax.grid()\n", "\n", "ax.set_xlabel('x Index')\n", "ax.set_ylabel('y Index')\n", "ax.set_title(u't = {t:.1f}h, depth \\u2248 {d:.2f}{z.units}'.format(t=timesteps[t] / 3600, d=zlevels[zlevel], z=zlevels))\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }