{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Notebook to investigate the strength of fronts associated with the Fraser River Plume" ] }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Our are Fronts Strong Enough?" ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Short Answer: Not Bad" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%matplotlib inline\n", "from matplotlib import pylab\n", "import matplotlib.pyplot as plt\n", "import netCDF4 as NC\n", "import numpy as np\n", "from salishsea_tools import viz_tools" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "grid = NC.Dataset('../../NEMO-forcing/grid/bathy_meter_SalishSea2.nc')\n", "bathy = grid.variables['Bathymetry'][:]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "code", "collapsed": false, "input": [ "time1 = 0\n", "# Tracer files 1\n", "fT1 = NC.Dataset('/data/sallen/MEOPAR/SalishSea/NorthTides4/5mn_grid_T.nc','r')\n", "sal1 = fT1.variables['vosaline'][time1,:]\n", "depth = fT1.variables['deptht'][:]\n", "lats = fT1.variables['nav_lat'][:]\n", "lons = fT1.variables['nav_lon'][:]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 3 }, { "cell_type": "code", "collapsed": false, "input": [ "time2 = 0\n", "# Tracer files 2\n", "fT2 = NC.Dataset('/data/sallen/MEOPAR/SalishSea/Sep18_1min/1mn_grid_T.nc','r')\n", "sal2 = fT2.variables['vosaline'][time2,:]" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "# depth thicknesses\n", "deldepth = np.zeros(40)\n", "deldepth[0] = 0.5*(depth[0]+depth[1])\n", "deldepth[1:39] = 0.5*(depth[1:39]+depth[2:40])-0.5*(depth[0:38]+depth[1:39])" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 5 }, { "cell_type": "code", "collapsed": false, "input": [ "# mask salinity arrays\n", "m = sal1 == 0\n", "sal1_masked = np.ma.array(sal1,mask=m)\n", "m = sal2 == 0\n", "sal2_masked = np.ma.array(sal2,mask=m)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "level = 0\n", "vs = (15,25,30.5)\n", "fig, axs = plt.subplots(1, 2, figsize=(12,7), sharey=True)\n", "cmap = plt.get_cmap('spectral')\n", "cmap.set_bad('burlywood')\n", "nicecolours = ('white','blue','black')\n", "# first one\n", "viz_tools.set_aspect(axs[0])\n", "mesh = axs[0].pcolormesh(sal1_masked[level],cmap=cmap)\n", "axs[0].set_title('Oct 18, 2002: nu high')\n", "cbar=fig.colorbar(mesh, ax=axs[0])\n", "CS=axs[0].contour(sal1_masked[level],vs, colors=nicecolours)\n", "cbar.add_lines(CS)\n", "# second one\n", "viz_tools.set_aspect(axs[1])\n", "mesh = axs[1].pcolormesh(sal2_masked[level],cmap=cmap)\n", "axs[1].set_title('Sep 18, 2003: nu low')\n", "cbar=fig.colorbar(mesh, ax=axs[1])\n", "CS=axs[1].contour(sal2_masked[level],vs, colors=nicecolours)\n", "cbar.add_lines(CS)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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XXHCBGhkZqcbHx7u3KVOmuI8XFhaq06ZNU+Pi4tTevXurb7/9ttf1a9asUQcMGKDGxMSo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\nInBVlQ7mHVYOrP0vZZU5XThjiUQikXSa9sKKEcRZ3z61HFu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vc8LVJ7zMxm1j+XrjWL/o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\nCEJ6hIgd+hGLVFLxxBJb8XCZJsoitqzHDjZbPJsZkmjARIurIp+Xy0lcz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"text": [ "" ] } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "# a diagonal, approximately the Duke Island Ferry Route\n", "count = 0\n", "ist = 495\n", "ied = 405\n", "di = np.abs(ied-ist+1)\n", "jst = 225\n", "delta = 1.\n", "dl = np.sqrt((di*440)**2+(di*delta*500)**2)/1000./di\n", "points1 =np.zeros(di+1);lats1 = np.zeros(di+1);lons1 = np.zeros(di+1)\n", "points2 = np.zeros(di+1)\n", "for i in range(ist,ied,-1):\n", " j = jst+count*delta\n", " points1[count] = sal1_masked[0,i,j]\n", " lats1[count] = i\n", " lons1[count] = j\n", " points2[count] = sal2_masked[0,i,j]\n", " count = count+1\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 6.5))\n", "ax[0].plot(np.arange(di+1)*dl,points1,'b',label=\"Oct 2002, High Viscosity\")\n", "ax[0].plot(np.arange(di+1)*dl,points2,'m-',label=\"Sep 2003, Low Viscosity\")\n", "ax[0].legend()\n", "viz_tools.set_aspect(ax[1])\n", "cmap = plt.get_cmap('winter_r')\n", "cmap.set_bad('burlywood')\n", "mesh = ax[1].pcolormesh(bathy, cmap=cmap)\n", "fig.colorbar(mesh)\n", "plt.axis((200, 350, 350, 550))\n", "ax[1].plot(lons1,lats1,'-k')\n" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stderr", "text": [ "/home/sallen/anaconda/lib/python2.7/site-packages/numpy/ma/core.py:3847: UserWarning: Warning: converting a masked element to nan.\n", " warnings.warn(\"Warning: converting a masked element to nan.\")\n" ] }, { "metadata": {}, "output_type": "pyout", "prompt_number": 8, "text": [ "[]" ] }, { "metadata": {}, "output_type": "display_data", "png": 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GjezYsYP777+/za/hSLnmmmtYsGBBs/ULFy7kmmuuOfoDagWt1mo0Gk07cbgp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pXMmTOH1tZW6urqAKirq6O1tRWAzZs3M3fu3Mw2TU1NbNq0acB9GqXWMCaxLPja1+DW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"text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "# across the domain\n", "i = 405\n", "jst=245\n", "jed=320\n", "dj = np.abs(jed-jst)\n", "dl = 0.44\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 6.5))\n", "ax[0].plot(np.arange(dj)*dl,sal1_masked[0,i,jst:jed],'b',label=\"Oct 2002, High Viscosity\")\n", "ax[0].plot(np.arange(dj)*dl,sal2_masked[0,i,jst:jed],'m-',label=\"Sep 2003, Low Viscosity\")\n", "ax[0].legend()\n", "viz_tools.set_aspect(ax[1])\n", "cmap = plt.get_cmap('winter_r')\n", "cmap.set_bad('burlywood')\n", "mesh = ax[1].pcolormesh(bathy, cmap=cmap)\n", "fig.colorbar(mesh)\n", "plt.axis((200, 350, 350, 550))\n", "ax[1].plot(np.arange(jst,jed),np.ones(dj)*i,'-k')\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 9, "text": [ "[]" ] }, { "metadata": {}, "output_type": "display_data", "png": 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0aRMAoKysDFdeeSUeeughVFRUYOjQobj66qudfcePH4+vv/4a1dXV+OGHH7Bz\n50489NBDLX4OR8r111+PBQsWNFm+cOFCXH/99Uc/oGZgtZZhGKaVONyUXvHTUYY7tcxxz+bNm6Fp\nGq6++mpomoakpCSMHj0aAwYMcLaZN28e+vbti6ysLIwdOzZGIdV1HU8//TR69uyJDh064Le//W2z\nNbF/8Ytf4Oyzz4bL5UKXLl0wadIkfP755wCAuro6LFmyBP/93/8Nn8+Hs88+G+PHj8fChQsBAEuW\nLEH//v1x5ZVXwuPxYNasWVi3bh02b94MAAgEAsjMzAQARKNR6LqOzp07H/H1+eKLL3DGGWcgIyMD\nw4YNw7/+9S8AwCeffIKBAwc6240ePTomv98555yDt956q0l7kydPxqpVq2Ku4aZNm/Ddd9/h2muv\nBSCuaUFBAQDgnXfeQb9+/ZCWlobc3Fw89thjzn7Lli3D4MGDkZ6ejl69euH9998HIEofjhs3Du3a\ntcMpp5yC559/3tln9erVjlreqVMn3H333QBEQQVd12GaJn7/+9/js88+w2233Qa/34/bb78dt912\nG37961/HnMu4cePw5z//+fAuLCPoWiWmDvVi8JccACbTZlmwB265xStz3RLqZUWSmOrcpIBKxbIy\niaZ9PqFGRjVar1ukVPrCQHadmHJqxNSnjFTh5DAptc4Up2Ba9lTvElOtR1go6t1CwQ3Zk9xOXS+L\nO6h/MjTQuaqqrVSKDSv2oS73j2qkGlcliWl3KlDrFVONRwwQK08WA92qvOL6SfW23i1U6rDuqLyB\nc00EzrOnkVGavyCMwAWs5DKHiXzTcKTTUYY7tcxxz6mnngrDMHD99dfjvffeQ0VFRcz6ZcuWYfbs\n2XjzzTdRVlaGc845x+l8SZYuXYpvvvkG3377LZYtW4Z58+Yd1LFXrlyJ/v37AxCda5fLhV69ejnr\nBw0ahI0bNwIANm7ciEGDBjnrfD4fevXqhQ0bNjjLXnnlFaSnp6NDhw7o0KED7rjjjkO7GHGUl5fj\n0ksvxZ133ony8nJMnz4dl156KSoqKjB8+HBs2bIF5eXlCIfDWL9+PUpKSlBXV4eGhgZ88803CS0N\nubm5OP/8853OOiBU2ksvvRRZWVlNtr/xxhvx3HPPobq6Ghs3bsQFF1wAQHRO8/Pz8dhjj6Gqqgqf\nfvqpY1m45ppr0K1bN5SUlOD111/HzJkz8cknnwAA7rjjDtx1112oqqpCQUEBJk6cGHM8TdPw0EMP\n4ZxzzsFbpgWjAAAgAElEQVRf//pX1NTU4Omnn0Z+fj4WLVrk/MNSVlaG5cuXY9KkSUd0jRmGYZi2\nAXdqmeMev9+PVatWQdM0TJs2DR07dsT48eOxZ88eAMDf/vY33HPPPTj11FOh6zruuecerF27Nqa0\n3owZM5CRkYGuXbvizjvvbOKFTcS8efPw7bffOupfbW0t0tLSmsQmfbGJ1qelpaG2ttb5+brrrkNV\nVRU2b96M77//Hk888cThXRSbf/7znzj11FMxadIk6LqOa665Bn369MFbb72F5ORknHHGGVi5ciW+\n+eYbDB48GGeffTZWrVqFL7/8EqeccoqjHMeTn5/vdGqj0SheeeUV5OfnJ9zW4/Fg48aNqK6uRnp6\nOoYMGQIAmDt3Lm688UZceOGFAIAuXbrg1FNPRWFhIb744gs88sgj8Hg8GDRoEG666SbH8uDxeLBl\nyxaUlZXB5/PhzDPPbPb8VcX9jDPOQHp6OpYvXw4AWLx4Mc4//3x06NDhEK8qE4PHFNOpZcCp+8Sk\nKqE1XipWsDVLTAWZwN4Ummo9Yqq2pz0pwPqOYtrQEShOE5NUat1R8s96TcAfFFPHOjGlhEnJlYqp\nblGsHsXnqsEe2KUBUV1Mpk5KbIOL4pMqaYOLFNE6DynJUn3SrbjXrPZyGbMrGhuX3M5CrJe20SUG\n1ZWmiKnEr1wrr5gqFP+tO0ptSZ9to0uouXVusX2cbzgwisvtMocB2w+YE50V2ooWmQ4HOXipsLAQ\nGzZswK5du3DnnXcCAHbs2IE77rgDmZmZyMzMRLt27QAAxcXFzv5du3Z15rt164Zdu3bt93hLly7F\nzJkz8e677zrqZGpqKqqrq2O2q6qqcjqyfr8/4Xq/39+k/V69euF3v/tdQu/qobBr1y5069YtZln3\n7t2d8zvvvPOwYsUKfPbZZ06i65UrV+LTTz/FqFGjmm13woQJKCkpwVdffYUVK1agvr4el156acJt\n33jjDbzzzjvIy8vDqFGj8OWXXwIQNbp79uyZMOasrCykpKQ4y7p16+bcr7lz52Lz5s047bTTMGzY\nMPzzn/9sNs54X+3UqVPx0ksvAQBeeuklTJkypdl9GYZhmGZoo51aTunFHDSjrFHHOgQAwo6Qn5+P\n5557DoDoEN17771NLAcqO3fuxGmnnebM5+TkNLvte++9h5tvvtnxikp69+6NSCSCrVu3OhaEdevW\nOdv069fPqV0NCA/utm3bYtpQCYfD8Pl8B3nWicnJycGSJUtilu3YsQMXX3wxANGpnT59Orp37457\n7rkHGRkZuOmmm5CUlITbbrut2XZ9Ph+uuuoqLFiwAA0NDbj22mvhciX+czF06FAsXboUpmni6aef\nxsSJE7Fz50507doVW7dubbJ9ly5dUF5ejtraWqSmpgIQ9yQ3NxeA6PC/8sorAESH+aqrrkJ5eXmT\ndhINFJs8eTIGDBiAdevW4YcffnDqhzNHQJVdLKAiWfhRASA5Qum7AEr75VVUQVmoIaxTIQVZyCGi\nA+3slF41HiqkkGqnAZMKLCCUV5kSTGYYSA3SPh6XUnRB0WncJsURNGL3DyulcaVPVY3Z1CmLgj9I\nscivnFRrAfEpj++UA44q6cF08hZGNWpDHjNoCGUXENdUFrCotgfCZjbSuZq68BAD4h7IdkwlfllK\n2EfFKwIjxbly8QbmoOGUXgzTOvz44494/PHHHSWvsLAQixYtwllnnQVADO56+OGHnSwEVVVV+Pvf\n/x7TxqOPPorKykoUFhbiqaeeislKoPLxxx9j0qRJWLJkCYYOHRqzLiUlBT/72c9w3333ob6+HqtW\nrcI//vEPRw2cMGECNmzYgCVLlqCxsREPPPAABg8ejN69ewMAnn/+eezduxeAGHg1Z84cXHnllU77\no0aNwgMPPNDsdbAsC8FgEI2Njc50ySWXYPPmzVi0aBEikQheffVV/PDDD7jssssAACNGjMCPP/6I\nf//73xg2bBj69u2LHTt24KuvvsK555673+uen5+PxYsX44033mjWehAOh/Hyyy+jqqoKhmHA7/fD\nMETH4MYbb8QLL7yAjz/+GNFoFMXFxfjxxx/RtWtXjBgxAvfccw+CwSDWr1+PefPmYfLkyQCEwiqv\nU3p6OjRNg643/VOVnZ2Nbdu2xSzLzc3F0KFDMXXqVFx11VWtkiGDYRiGOT7hTi1z3OP3+/HVV1/h\nzDPPRGpqKs466ywMHDjQGWV/xRVXYMaMGbjmmmuQnp6OAQMGOKPsJePHj8fpp5+OIUOG4LLLLsMN\nN9yQ8FgPPvggampqcPHFF8Pv98Pv98e8dn/mmWfQ0NCAjh07YvLkyfjb3/7mKMDt27fHG2+8gd//\n/vfIysrC119/jcWLFzv7fvHFFxgwYAD8fj8mTJiAqVOn4q677nLWFxUVYeTIkQnj0jQNX3zxBZKT\nk+Hz+eDz+ZCSkoKMjAy8/fbbeOyxx9C+fXs8+uijePvttx3LhM/nw+mnn45+/fo5SuuIESOQl5eH\n9u3b7/e6n3vuuY4P+fTTT28Sj+Sll15Cjx49kJ6ejueeew4vv/wyAOFxfeGFF3DXXXchIyMDo0aN\ncjIqLFq0CNu3b0eXLl3ws5/9DH/84x+dAWbvv/8++vfvD7/fj7vuuguLFy92Oqfqce+44w68/vrr\nyMrKcqwogOiMf/fdd2w9aCm2Z4hpdyqN2Dd1oYS6zdhtG91i2psilN0K26NamCamPXYBhyqv8OLW\neEXWBOkPlX7SOnesf1V6YuV2lka5a9OClOdWxmTEeXIlcv96N/lQLQ2IGGJqtCcZR61HnG98doeY\nnLUWHVdmX1Bz2HojsVkR4nPbWhplh1C9tvL4pSni2u9OFddO+pZLUsVU4xVqb9Cwvc22clvnEVN5\nMmWaYJiDpY3aDzSrudxGR9qwpjWbNok5PjlR75mu69i6dSsCgcCxDqVZioqKcM0112DVqlXHOpQ2\nz2effYbJkydjx44dB7V9c9/7E/X34VDQNA24QKRuQ1EaVfFqNMh+oFbbaq66lnwVLm0EugW0VyqK\nyepjSXYHNM0eGCbn6zxivtb+lEUKANHplLaDCrvjVuehKmIhg9ZLy4Cl0Sv/jnVkRZAD4NxRWuY1\nySoh05m1a4g9J3naTuU05dxNja6LblFqMGkZiGqxldDUawSIOKTVwBsR1wOg6xfVKBbdIvtCkr1P\ncsSxhRRsrQdzchAYe89h//3SNA3IrWqZQIrSj+rfUVZqGeY4IDc3lzu0LUA4HMaf//xnTJs27ViH\nwjAMwxxleKAYc8LDladODr7//nucccYZGDx4cIwdgTlCpKKYGood5BS1FUXLiFVrAbvYgLJMqody\n8ElSRLxKB4Tim26X0s2uE5/eCJBhbytfx6v7SzVTzsuBYPGKKeLiMBUdRw4Kq3eTKis31S3aNmzR\nq3u5TC2JmxIi1VcdPOYorUo8sliFuq0sgyvPL6oouBKpOkeUgWaRBPdFs5R7ZNB5dg2CYQ6JNvrY\n5E4tc8JjmuaBN2LaPKeddlpMTmCGYRjmMGmj2Q+4U8swDMM0j/RrNho0MCwtSOprA0gVTOSptUCe\nUfnWJOgC5D+bDS4gZKu2clCX24ydDyvpweQ+qpIpVU95nIieeL0UcNV1mkWqrUyXpabhgkGpxuTx\nq71KmjHFfysVXD1K85pF56JHaL+wckw5b2oUW1S5VjK+kAuokf5b5Vyc+CPk+5U+5ZQw+XAZ5gSH\nO7UMwzAMwzAMwfYDhmEY5oSje6X49PiBfbbKWOshVdZjUlYCtXhBoreXcllYUVJrLVJCpfq7y08Z\nD3whGtIs95dpwAChcsq2pCJq6kBEKQThHDdBxoZGF6nRpnJOXe3qgGU+8v/K7Xxh8tl6lEIRqnpq\nKP5a6bl1m6Tq6vY5u6N03Yyo4uWVxRlMWl/jobhjrrWi7mbY/mSpzvrClAmBH/nMwcL2A4ZhGIZh\nGKbNw0ot09bJzMzkTAHMSUdmZuaxDuH4prudr1JXFFU1mX95MqmCDTI3rC6KMABCPYwXfSwNCEuf\nrYtUTZln1hcmNbU8mfaTiqdLyW6glonV7eXSGwuItmX2AIkGiqnRRfl3h+wWnx3rgM41Yn6XH1if\nTdvKmKR3NaiU6fUqWRQcT61GqpeGpv5bj0lKqpqzVp52KEJKuKmR2qwrFzWoKNDyeqXa98QdV4CC\nYU5guFPLOJSXlx/rEBiGYRiGOdaw/YBhGIY54UizPZrpXlJkkyLC6wqInLL7fGJe+mCtuOwC8VkR\n1OdlRBfZBABSHH1hqqLlMclf6raV2KQw4Irzsca0r6ijrmisvxUQKrFURHWLto1odH7FafY5uUlJ\nlZ+1HlKL04PktZU+XwtKrlydFF49TMeV+8tSwIB4IstYpFJt6nQtQkZsJTInftCyKvta7sgQnwa1\nHzg3jIJPjQQXjGHiaKMvbblTyzAMwzRPoEJ8poZpwJQ/BOy1O7K+CHX2ZIdsTwogs0ipNeDVDqim\nrpedTbvDVa1TB9kbodfnlv0Z0ZWCCUqnUC1CoCudWpmKTHYoG0GdwuSwYn+wX91vB5DZQPvLbcvs\ncw4qlolaD5XX9criDFHq4CJKnVqlg+nsb1iAS14/5fqo9oSQ0hGV5y07+pZSvEG1ZchjlvmUY0YR\nON8umfsJP/73R6BzBn1fpdXmp0xgR7qY94eofHJHu2hIUgTIsW0rP7RHgXe7aCupk1jWtVrYWQDx\nXZT3TX7XO9WioKKsNU7npIG/1QzDMAzDMAzB9gOGYRjmhKNHJX0W2a/kf2xH6qEvLNRUgNTFqEZK\nYVQp7SpnDCtWtZX2BPkgtTTAsueDLlK05Kc3EvvQdSsKZdyhACQenCXVt8pk2l+mFEuKAP320D7y\nVb5cnxwh9bba27TMrmHRsVSlt9FFqqlMveWKkr0goqRCU0v6SiuDW0n5parSkqjWtGSxYSmFMtxk\nRRhlK7YruBsgCaRkA7tTxQ87k+j7JpepJY3r3ECp/eZC2nJ2+eltxt4UBNz9xby8JQ0uYJ2t2gZd\n9L2Riq9uIZAt7k9B+b79x9pNOZZ8U6JabY4Uth8wDMMwDMMwbR5WahmGYZgTDukXjGrkbY0og5dK\n/EC97SlNt9XHTC+pWxGlOEAiTy2Q+AGq7mMpA7BkLFIxS44oZXjt9XqcEizVUY8dZ2aE/Kf7fBSr\nVJ/7lAE7be+kqVP7MmWZbgnVDbAHjSklfQFS4OS5yeUWmiqpvjCdv27RYDmpyJparMIs95eeWjU/\nmWY1LbPb6KIUZ41KeWG7jG5gVOSkVWsDOfY9LrZ9rqs70ndgXzL5Y0+zfa6bOpDv24gC5+wU851q\nxWeDG9jcTswnRUjJlde8MgmosQfyaRZ9rwrtOPakAENk+eXESm3AyBEzm930tkEq8R6Tfl9PUk7O\nbzLDMAzDMAyTGLYfMAzDMCccyUphAKl49qwgRatReYxI5cgVpTKzpSmkTqnlZFUfbaIHaDTBeied\nlRWrWKrpreQ+Uok1zKZKrgbyIXaso3OQimlhOrDXVtk61ZKX2ClN6yXFDqCiFHJZnSf2XD3SBxsm\nhVWqvvVuUsCTlNK+akovaRl2Rcm/3JDAs2zqTdOX6Radn6lT+jElU8JJ66+V6c9kVouITqpnVgPQ\nVRQeKUgtEMvO3oJAY56Y35mOAvcOMS9F1Xb7AFuoDdQFgHV20Q55fxtcdN0tNC2vHHQBX+WK/buk\nA73thgvsAjH17tjveMi+X1KJj2rizUlL0EbtB/qBN2EYhmEYhmGY45uT7N8yhmEY5pBQS7BKRdAX\nBtrZeVxrvORvlcpSRiOwNUvM61FSB2WRhQa3kungIGKIV2JNDTAV9VFmB1C9p2ruWkcdU/ymMuOB\nmnFAKrFBI9ZbKZHtm0oRBCMKpEj1U/HUStXWHQWMBAqsvBa+MKDb68MJ/Meqqm0pMcj4g0bs9ZHz\n0ser+o91i0ruGkrGCNsDHLgohIKPPDhpkGp5ovzGffdSiehS2qUgabuY6b3/pgtSCoARQuENuLqI\nhd93EH5tQNwX+WZjYwc6voxldyp9h+Q9UwuRaACGF4n5H9qLT184cSaQw4HtBwzDMMwJh0wb5I7S\nA1V2UgEgo4F+lg/fpAh1+mo9NB+0HzlqZawDPTzV6mCywxYylA6uTp1JV4IeslfpUKodadmpc0WV\n18B2+xGdOhQaaH1UeaUv4671ABV250S2mRKmfewBWU7csl3VfiG39SqD3hKdvwayIsh9kiJ0XcNK\n+y47JneUBq6ZilVDtYTIDrBuITBaxFvw4UnQuU2OqwQXVr5X33Shf8z6VxzRYQoiu8TMKbsAZQxh\nYIBtFciz0+ZtbkcDzaCRLUL9B0SxBRQ07BYz3XdTm7LQw5HC9gOGYRiGYRiGOTawUsswDMM0j3yd\n2eAidbHRooTzegJFJ6qREpjVEJv+Sq4/FOKLM8SsU9oLK9vJTXWLFDm1PVVVleco46vyxg5Uk23J\nsKOaskxRdcttq0JqiNo0dVK41ZRcTvGHJEqF5g+RaupV7ANqyi/N3l9aKsJ67LlGZPteOl9ppUgJ\nkxIcUWKSSrthUSnikwFV7QZiVXPdosIjrUTBTpEyLDDA/l2K6FSeeUc6fd9K7ZRzhkVvI87dAVQl\naLNRqLaBIw2ulewHjY2NOO+88xAMBhEKhTB+/HjMnj0bs2bNwvPPP48OHYQV4+GHH8bFF18MAJg9\nezbmzZsHwzDw1FNPYcyYMc22z51ahmEYhmEYhmgl+0FSUhI++eQT+Hw+RCIRjBw5EqtWrYKmaZg+\nfTqmT58es/2mTZvw6quvYtOmTSguLsZFF12EzZs3Q9cTGw24U8swDMM0j0dJR6SWw5VeUd2i1EhS\nfaz2kpKYHKG0YE46KvfBDRCLx1LkI2kz1BA7aAuI9Y4CdCypyLlNGnCllhWV8bmU+NRjqvPyoa+m\ngZLHj2pAja361iqD4txKyVxVXZX7N7po0JmMNS2Y+FqpPlt1AF28wtbgUtKvheh+yn2qvaQUN7oc\npThwoYijYLk7wcFPDAqq9wIAAlG7DHJ6I9Bon2/nGqCH7aXd08pxfCd913sQ6OOjFRs6ik/1bchI\nUfChoGpv6wbVigPFfD5xjqFQCKZpIjNTpCyzrKZf9GXLluHaa6+F2+1GXl4eevXqhdWrV2P48OEJ\n22ZPLcMwDMMwDHNUiEajGDx4MLKzs3H++eejX79+AICnn34agwYNwo033ojKSmH92LVrF3Jzc519\nc3NzUVxc3GzbrNQyDMMwzSMVR8Milc+wgGp7edCg1EhB5ZEiE/43KMukChkyyBsa1WIV0HgSqpRQ\nPK9QVCWp00QBWRsholMsamECt1RloyLtGCBSkQHCzypV55oEWQDiw4333Da6SGmtSqLlEZ2WS8+s\nESUfrVspriCVbpcZ68+V+OxloSgdP6xcA1Vplqp2nQdoVNRkeUzpJVZVX1+cD/kEJODtHLugwU3+\n6x6VKNhzZFkPDgsnzVdHcb+AGHW9oKaVZWNJK2Y/0HUda9euRVVVFf7zP/8TK1aswC233IL77rsP\nAHDvvffi7rvvxty5cxOHpjX/94I7tQzDMAzDMAxxuPaD2s+B2i8OatP09HRceuml+PrrrzFq1Chn\n+U033YTLL78cAJCTk4PCwkJnXVFREXJycpptkzu1DMMwTPNIRc+wSFEN6qTKBl1AyFYHTcUv6nhH\nFZ9nVj1tV2UrUrrVNDeriroq3o8qf7CUYwGxBRnUnLJOvlklJs0CsmyFVu5TAVKqwopnVravWyQK\naxZlEpCqrjcpVvGU66Maqa2ZtXQKcpkrSttKH6zHBFLt6xaNAoa9PqJ8SiUv3l8rj5lIdJP3r8xH\n55oepGIbNoFzQyj41MCJQKBHKvCT7Z/1mlRYI2Arsm7TUWpb3bOaKL4OWRRfojcEFxYA5Uc3pkMm\n9WwxSUofi1ldVlYGl8uFjIwMNDQ04MMPP8T999+P3bt3o1MnkWP3zTffxIABAwAA48aNw3XXXYfp\n06ejuLgYW7ZswbBhw5o9PHdqGYZhGIZhGKKV7AclJSXIz89HNBpFNBrFlClTcOGFF2Lq1KlYu3Yt\nNE1Djx498OyzzwIA+vbti4kTJ6Jv375wuVx45pln9ms/0KxEw81aAE3TEo5kYxiGaQvw3zDbu7b1\nSfGDbpF6GFJ8tGGdKh9JRXOXn5btyKDlUhmrTKLcrtVe8t3uz1sLxPpE1Vujxa0HyIea1UA+VZmF\nwVB8qOlB8vpK9XNfMp3fnhRSL50qaEoVLsMin6xUSdOUNjvVAu1tpbVdPZBpq8Ld7RyoqSHyTtZ4\nqHyujDkjqOTUDQGpcV5XU6N9LI38sZE4b63EiFvgilJu1LQgxZcaomVSCXabKPi47WVDCJxmvxXY\nnSomAKhzU1lnea7VXudeFWxuOMpR2tXAvssWP5Sm0IohIvdsQUrBwbc19p7D/vulaRowpOSw9m3C\nms5H9e8oK7UMwzBM88gOWb2bOqLxHSN1AJbcVr7+TgnFvvaX28sOblKEBkXJzm+iUrH7w4yzH7hN\nOmbQUFJ9OT4E6kh7Tersys5ro4u29UZooJkaT9TuNOomdSC9SrqssGJJkJ1CX5i2kaGkBeka13jp\ntbMcMLTXR50udxSostuVnWZfmNqqdwFuWd5XSTlmKbaNSIKkR9IKoqZBU7dLpVK/bTLVl7z/qSG6\nL33KgI51AICCDfL8ao/t6/3CdPqnxNKA02wLhPzceeAmAqcmt0wsXCaXYRiGYRiGYY4NrNQyDMMw\nzeNVyqZK9bPGS+mvqrykREp1Mz1IVoWkCK1XB3pJVTSiA/VJtBywB6Uhdp9DIegC7MqjMDV6vS8L\nRqSExetnQKyT5yIVTXXAVlIEiNj7yXMKKkoujKYD0dTUUBGdilP4g5QqSyrVFoCcGlov1WqpXhtR\nOm6Nh1RlZ0CZTlaLNFJUnTLF6nmFFR3LSQOmU9whg2KNKFYLiTIfuMBWbNuCHUEqzfVu8d0EAHdU\nUWiPE6Q1AhD3ZHM7MS/tIUbNgdvYntEysbRi8YXWhDu1DMMwDMMwDNFG7QfcqWUYhmGapWAlpXMK\njFBKuEofZtAQg7EAUvk61tFAKt2igUxSsU0Pkk81rAw6S6QOqWmwEg1+SuS31ZQ0Xw2KkigVyUYX\nKcCuKLDPHtTWzva2hnVS9xpcFKv0O6opwQDAUNJnyU+prtZ6SEmNKoO6JP6gmACxTirAUtFtcJPC\nGlG8wLJNDUBYKc7giTbdX/XHys5KNIESG1JSd0mf9N6U2EIaaXas/uNM5dwf8ru6J4W+g3XHocJc\nr8Rkge7lXjFoLDAoEwWlBygI0eUg1NwTGO7UMgzDMAzDMAQrtQzDMMyJTMEXQkUMnGeSzy85TP5N\nNQuBfCaq6pOpZASQSmBqiLZ1FEF3bPEAmHFt6Qcu2KA+lONj0SxSMr0mLffaSmyPSlJEd6eS59ZW\nzJAUoTReAPlf1eNZSvxSFaz20nGl0lqdJI4HCJVNKsSF6fZ2Jo3er3eT2iyvX1gn1dRStlWLT6hl\nfOP7KpamqOY6qbryXiWHgUbFSxyOTW8WOCuIgn/h+Eaek8cEkm2l2YgClccupISkBSmVV0qYvmPy\nDcHaTkBnUmoDqR3FjFRnLQ0oS2qZWNqop5azHzAMwzAMwzBtHlZqGYZhmEMixmd7XohUR6kiRnRS\nmTrV0np1RH2jUqZVjuh3ysUGaT6qFBRwEg5EAUuuB6miUp2N99kmUp2k17bRBVTY6lY76RN2kRJd\n4wVKU2PPL6qROus2m7ZvWLGxSK9tyCBVuNgvPvMqgXI7E0JWA8Uuc9eGDFKNQwYp1PKaNLroWpka\nje6XMXkjsap1cD+PfVMHGuL8y1GNCkGEDIpVXovkMMRNOH4p2CKuZaCnokp7zP3scWwoOG0NAh16\nix/cUYq1gopHBFJ6ivkyHyn08p6khIH12S0TDNsPGIZhmJONgpUGAufYHQT5mj6qUaenOI0GYMmH\ntAZ6jR3RaYCSTIOVHqTX5NXepg/Yejd12g73NanTpBKrLHhQ7Y2tXuYUjVA672pKr/iKYkaU5vUo\nxRh0UWdadkr3pJD9IGTEdpYBYUeQx3JH4bxgVYtLVCn2D9lplR1Rr0lWheQIzcuOstnMC1t5fywt\n1uohO1LyXhalIdC/3ll3PFoRAr3sgYBhjVLJyQFvxxGB5E70z8yGjvR7oQ4u/DJXfBpRupfy+9mu\nwSkoccS0UfsBd2oZhmEYhmEYgju1DMMwzMlIwWf2oKGzbZXRHyQlMi1ICqhUIdOCpBT6Q6ReSnU0\nopMKlaKUgZXLvBEqJ1vvoUAOVE5XxVF6m3nNKpVQzWo6KE2zKBa1JK/66VgVdDiv590mKYXy+nhN\nYJdtRbAAdKuyl9vbqcUnTD1WlQXEtVKLYsTHAlCsHpMUYNluRDk/U48dVCa3C7pil6ntp4RiSrsG\nzhRKbsFXx/b1daBPEn3HgoqVQiqhmQ3YX88tcKbmfDcKvtzPNoDzvS74/PB6goHT7N+P7QC2ZYr5\n0hQKL7dafDa4gRLbChM1ADPuXpem0PmdpHCnlmEYhmEYhiHYU8swDMOc1Egl1mtSQYFaD6mTcllp\nKqmTJf6mBQXcZuxAHqlEyXRXSWFFKY3S4KsGJWXXIam2cQ9wC7FKpaYsl/GoJX0NpRCC/LSUnSL2\nfJ0H0OO8nHVuil+3YssLA+KaSnXViNI1VuOTSmlKmDyy0vOaFAE8dlupYVJl5XpXNDbVWbx6aSFW\nQZfx1buU9bIMr+Fci8AZIuaCfx+jQWT7fOTR9pA/uWCdvawZlTbwH/b57U5WNqlNfAwjzv98uF0q\nqb6XpNKgxNQw+X5lcZNdce2rxT4A8f1pqc5oG7UfcEovhmEYhmEYps2z338rCgsLMXXqVOzZswea\npuHmm2/Gr371K8yaNQvPP/88OnToAACYPXs2xo4de1QCZhiGYZqSl5eHtLQ0GIYBt9uN1atXo7y8\nHPxjqdgAACAASURBVFdffTV27NiBvLw8vPbaa8jIyAAg/m7PmzcPhmHgqaeewpgxY444BpnqKzDC\nIlW1fT0psVLRq3NTGqIqL43Ylmm0ar2xCfOl+iRH5HsAaHamBVdUKMMApQarc+8/dRUQV5BAi12m\nI3FxB6mSWiB1zBsBMu1YpIqpluFVCRqAEZf9wKcociGjafozKPE1uEmNluq1WvghaFChB3n9QwYp\niclhoeYCdM0qvaSk6xqV5FWLR8h5w6LzqrPjN3VaZmqkiroamp5/KxPo76FMAQ2ILfABCP9vAgky\nMMA+lxoPsN3evyrJyeYR6G/7hDeEEBhu7xTRAcv20q44spfeBbuEjzqw9VT6XelSG/u9AMS1VdPK\nJWJHxhHF4nAi2g/cbjeeeOIJDB48GLW1tTj99NMxevRoaJqG6dOnY/r06UcrToZhGGY/aJqGFStW\nICsry1k2Z84cjB49Gr/97W/xyCOPYM6cOZgzZw42bdqEV199FZs2bUJxcTEuuugibN68GbrOL+8Y\nhkGbtR/st1PbqVMndOrUCQCQmpqK0047DcXFxQAAy2qbvXiGYZgTlfi/y2+99RZWrlwJAMjPz8eo\nUaMwZ84cLFu2DNdeey3cbjfy8vLQq1cvrF69GsOHD0/U7CEjyukKxS4wMCjyZwJAxM7H6jGpXGyd\nmxRYqUIGXaRI1XpoXu6jlnNNbwRS7HnZzp4UUrfUkr2Oz1UjP6Sl1I6N987KZU4hBWW5jMnUSWGW\nyyyNfJK1HkUJVjIJSE9rjRfYoZTElaqpqZyT6p2USqg8f1c0VtWNxBVPUBW3Bjd5deVnunJOdR4g\nInOiqtkblKIaUXfs/qZOMbuipDR6ZFaK1ldsA6faqv/eJFKaAYpLKSQRGKZcS+lf3W3HvC+Z7ot6\nXrZiGujlAsqVMsW2R1zmaZZZQA6bOg+QYauzvjAdX1VlVQVexqpmvOjeQrV/T0SlVmX79u1Ys2YN\nhg8fjs8//xxPP/00FixYgKFDh+Kxxx5zXmkxDMO0FUwT+K//AubNA9r6nzBN03DRRRfBMAz8v//3\n/zBt2jSUlpYiO1tUGMrOzkZpaSkAYNeuXTEd2NzcXEewaHFSwlSbXlLvpgfxjnSg3H4Uqa/0Zaou\nU6NX6rJD5zVFZxYQD/ewEbs+yUudrkYXnN6qYzlQHtjqvFqQIWa57AjZP0cNen2faHBX5xp6dbwn\nhdKPqYPX1M6tTNPkjgKda2PjqkyigWauKB3LVDpncpn8BJQiCxGyKEQ1Sq+WpBRnUAe4yW2dNF/U\nZEznSnYUQwYVetAQO2ipFQjkpdKx5CEq7e9HWE98jaUlIaLT+dV4gKI0MS+vW5WXvku+MG3rpFHT\naVCdNwJk27YZ+V2MuViHQUQjW06dO2aAmzhOEKiw15ta7H0DgA71lBLuJOWg/q2ora3FVVddhSef\nfBKpqam45ZZb8NNPP2Ht2rXo3Lkz7r777taOk2EYpsV55x2gqKjtd2gB4PPPP8eaNWvw7rvv4q9/\n/Ss+++yzmPWapkHTmn+nuL91DMOcZGgtNB1lDqjUhsNhXHnllZg8eTKuuOIKAEDHjh2d9TfddBMu\nv/zyhPvOmjXLmR81ahRGjRp1ZNEyDMO0IH/5C3DbbWJ+xYoVWLFixTGN50jo3LkzAKBDhw6YMGEC\nVq9ejezsbOzevRudOnVCSUmJ87c7JycHhYWFzr5FRUXIyclJ2O6fF37kzA8fGMDwQYFDikuUTRVK\nXuB0O4m8NwL82F7Mn1JOCecL7XfhOgCfrU5JlRagAVkek+wDYYNe00oVK6KTyhU2SEBTZZwDKYlS\n8Uuk2GoW2QPq3HRcWQ54TwpZKQBSdYMGtSfVwQaXGJQEAHtMUg9z7GvVuYbUwXolPZpjldBiBw9J\npbFaDrSLxNo30m1VVQ4Yq/FQ6VsLpMDK1/iq+prI5mBESTFVB4rZg9MCw5svXnCwBHLSKT6ZkSsp\nQrYPqcRWe2Ovu4xbrq/x0LWM6LEKLCB+lgP1Qsq9kt/L1BBdl7SgPfAMsennDuf8Otg++MGlwDfi\n9xjpQRpAKd907PXRvQwbpMYDQOG3wA+f41fr9wAAnjqiiHBi2g8sy8KNN96Ivn374s4773SWl5SU\nOH9A33zzTQwYMCDh/mqnlmEY5njixx+BtWuBZcvEz/H/eD/wwAPHJrDDoL6+HqZpwu/3o66uDh98\n8AHuv/9+jBs3DvPnz8eMGTMwf/58R5gYN24crrvuOkyfPh3FxcXYsmULhg0blrDtO6dcdDRPhWGY\nw6HrfwC9uuPOHhsAAE+9vPwYB3Rs2G+n9vPPP8dLL72EgQMHYsiQIQCAhx9+GIsWLcLatWuhaRp6\n9OiBZ5999qgEyzAM01L89a/ATTcBSUnHOpIjp7S0FBMmTAAARCIRTJo0CWPGjMHQoUMxceJEzJ07\n10npBQB9+/bFxIkT0bdvX7hcLjzzzDNHx34gk+FnNgI9y8V8YRopblI93NiBlMzsOvIuqt5NR7HS\ngbCtlEoPZFKE9tcswKUM4AKaT4ckUWsQJKhH4BwXAOAmxU+SEqJYIkrKKzVuKYQ1uEkprfICO9Np\nPwDoVU6eSlU9k9ey0UUDhgwrdtAWAEQMoNZWJ30eWi7VxZQwEJSqtw4YDRQXIDy44f04FSN6bKli\nqTq76TiBs+2BVIdQRjZwpkaDzkK2P1kd9JcSRsHX0uQsYg78R4hU8z0p1JhaUlh6Vms91L5UaiM6\nYCjXVR2MB4gUX73s760/iIJvj9BDK/Ep6e/kJapzU9o36YOu9QAV9rxhAbodV3fbRzuoFKhumZBO\nyOwHI0eORDTatBrIxRdf3GoBMQzDtDY1NcBLLwHr1h3rSFqGHj16YO3atU2WZ2Vl4aOPPkqwBzBz\n5kzMnDmztUNjGKYtciLaDxiGYU5EFiwALrgA6Nr1WEdykqGmHpLqV8d6wGPPS5UyKUKFFEJGUx+p\nWxmxr1tAV1ueSrcVveQwKXVFaUpKJ7kPYtNzxXMglcrSSN3TLfJsStwmZRdocMd6UUNx56JBUVLD\ntG2ZrSgm+4WCJ3GyGtj7qIUeLGW59BxXJFGZ1YguUoipJEdIAU8Lkjoo40iKKGnCNFI9ZaIFDcr9\ncZMqLgs+uKJO+4HB0dh7CAAeEwWrRPuBcxXls8bbNP2YBhR81fyNE8qpyB4R6BMBynxiRami2gYV\ndVYWkFDLK0tPcnKYlH15fYwoCrYo9+IICZxptx+yveI1DUDvffbJZFDc8tNjKr7uKH3fTy8Ru1Tt\nbbHY2ircqWUY5qTCssQAsf/932MdCcMwzHHKiWg/YBiGOdFYvhxwuYDzzjvWkZyEyAelEaWR3aFG\nyhog1bu9PpEIHxBKqPSUSkUyZMTmXpVIb25ShAo1uE2gzFa6pB9RzfGp0pwIqJbUjV8W0ck/KtXb\nBhd5Vg2lIAFASmtYFnywSCms9lKM8lrUeUhd1C1Suw3FsyuVVFNRUk2D2pTqniuqZJBQlHC/RseM\nL9qgZpKwlDy4UtGM6KSqWxrl5JU+3GoveYYzG6h9L+VgDQyT2SFcdF4pIaU8r2qDVGLYDwU/NCKQ\nZ183mfGgNDW2lLFUpdXiFvJe1CuFKuT68mTAd1CHjyHQy97JH0LBmgitkP7eeiUPcwf792IDZZly\n0Cy6JmED6GTnNG6NnMBsP2AYhjn+efppkcaL07IyDMM0Qxv9+8idWoZhThq2bwdWrQJeeeVYR3KS\noimeWqnUuaOkBMpyukN2A1/YhuesRlL9ZHYEtURoradpbtWoRuput2rAp3hGATGaXKpkMfEdwrlY\nio9Vnpejkip+zfRGisVSqn9Jxdaw6Lj1LmCfL7Z9r0lKtg5SoKUP14Jy3jqpxZJolDyv5cmxqiQQ\nm3s1qpGSK/fxmnSt1IpdaunhOsXfK7MySOrddC0qkui+S59qrccpNwvdou9CVKNtTeVa7NcMHUvB\ndttfq2XQOUn/c71Snlm9f/L8aj2k5ErFtn09ArntxHy7BopLtlOjZJewNPpebrevT7cqBHoo6VY2\n23HJ+9/gBrYrlWBkXOobDlVJz1VyGQNAxX4vx0kBd2oZhjlpmDcPmDwZSEk58LZMK6CmtqpXBufI\njp4cEFXroQd2ZRJ15GTnMKykyUrxUBopmVrLUo5lKh3ccqXEqJpay4rrzR7Kq9eoRp0f2REMG3Qu\nKWGyWqQHqQMoO1d1Sjos2Z6MERDWBTm4yx9UBr0pr/GrFFuFGddpjXhi7QkStWCDJKOR5mUatd2p\nZC+o8yiVYOM6t7J9p6iE8krdUs7FpxR9AIDaCP2DohLRmw4U06MI5Nnr2zWg4JuDTKklBw2qaboi\nOtka5D8ChkXn4wvGbgsAazpRLCV+Kr4g12/qoNhqDEovlqkM1HNsKwaw2i54stsu/du1Cthrx6op\n/+x4lFR20pYSqHS+1wWbggd3HQ4Fth8wDMMcv1gWsHixSOXFMAzD7Ae2HzAMwxy/fPstYJrAGWcc\n60gYuJTBU/VuGgglFa/CNFIVkyL0SlqqZB7l1a4FUtrkPo0uUgyjGr1eV4sIqCqdpqi2gHigq0LV\nwT7gZRz1LkonlRoCXHb8VV5Si6V66I7SeaWA1F55TXan0uttt0mvt6WVotYTq7o66b0SpPkCgFDc\nYz8SZ1eQ16XOLz73+ei66oqSaSnHlMu8Jqm98v4GXaRK+8J0jRxFWqf7khyh9GMunQYLynuZ2Uj2\nBncUgUz7GnevBAAUrFUGYUEpP1tox6Iqwu3q6brLmFJCdN3LfLS9/P65okCBXdK5NIVilYqsywRK\nUqlNOUDOr9heiu0yyJpFbxacAZIpTS0HANluXFGa71xDx68FY8OdWoZhTgoWLwauuYYHiDEMwxwQ\nth8wDMMcn0SjwKuvAu+8c6wjOcmRg6NUK2RUGWhUpZQDlepcaogUL8cTqpM6qaFp2dvkSKw3VfV3\nyvWWsl4eSx1kdST//Jg60Gi3uT0jtoyuVOXUMr/1iiIp45Ix5VSTmlrlBVJtpU4qqlkN5OmtSKL9\npAqp+kTr3TT4SqqQpk7namoUn/TRdqwjzyegFI2Qg/4Qq+TKAWAexYcrjxU06LzV0rNy3oiS/9kd\nJSVSXr/SVDquV1Gtd4jBVYE0RcHfkwLsdcdei+RwrMItl8vBcWlBUsoBSq+WZsf0UwbQf4+9LhnY\nkkXzgCgXLO+LN0LxOT5iL6nWNYrCLn8v4lNzyWvoV8okS9W3cy0VX2gN2ug///sp6MwwDHNi8K9/\nAWlpQP/+xzoShmGYNoBmtcwUR2NjI8488/+zd+ZhUpTX/v9WVS+zbywzMMNiC4gDAiOKu4ICahLR\nXG9INFGSYBI1MTEkMcYsahbF3OQa9cZfTDSGaKLkZlGSG42SiIlGxQVwQQVtQBgYZGcGZnqpqt8f\nb51+T9X0zMAwMz09cz7PU0/XVNdyqqqh3/7W95xzEqZNm4b6+np84xvfAADs3r0bc+bMwYQJEzB3\n7lzs3bs3s82tt96K8ePHY+LEiXjiiSc6DVuUWkEQBjwPPaSsB0I/wXBZGS5LK42Zwv2Wbn07ap9W\nLzd5bXQt1maX/gZ0Nvrmcu3pLEkB8CoRZBRPR6uXSat9matgNYSu4Kov4G8WwMtITd+qy5aR+rmn\nUPs4WyLtVef9Bbr1bGEKSHlKKvlQLUcfl7fvpXPdz/y0BvwlqwClTtK1aAtpVZtUzNKE//7Quhkf\nL7Q81sYqNdD9MV3tA7UNfa/IezuiWc83leh1i1L6vIrYMq7Q03XlJd3o/Ll/lld1GL1Pnwtvqwwg\n/o6/BW7sGM+z66nb8QPbgffp3T3A2K3eeiN0/C+NVPOWq1Vv8lHvZ0otr7rBB3+87J0T8B9XJPS5\ntEQQfy2JfKOgoABPPfUUioqKkE6ncfrpp+OZZ57BsmXLMGfOHFx33XW47bbbsHjxYixevBhr167F\n0qVLsXbtWjQ2NmL27NlYt24dTDO7JitKrSAIA5p0Gvjf/5VBrSAIwiFj9NCUhaIi9WMhmUzCtm1U\nVlZi2bJlWLBgAQBgwYIFeOSRRwAAjz76KC655BKEw2GMHTsW48aNw8qVKzsMW5RaQRAGNCtWAKNH\nA+PG5ToSIaNCOYbfP0jqHr0OP6AVteoWrbrt8JSzpKUVv5KEVrTIDxmxlf8RAFqiQCX5WL3jFaa0\nmrqzWPtQD1ehpXMKbucYWn0tTOtz3V2k4gH8DQtI1TRcrU7uZj5bWjdtAMM8NZG8oQa0utkWAlxv\n/xlFsINzsjz11WIND8oSWuFOedUZIjbzpKb1tSLSJvNKsza5dE5hR9/3opQ+VjHzzlKItc2sAoUL\nFPqrXsRXpRGbztrc0j3k6icd9+g9+rpTzCOa/WpsF1UDgspth+sltgEAYg0lwEivEUJTif68UqUL\n/lQA0PN0TYYe1DG/XwyY3rm0seoNdP/H7AXeOqTwukcvJoo5joPjjz8e7777Lq666ipMmjQJ27dv\nR3V1NQCguroa27dvBwBs3boVJ598cmbburo6NDY2drjvATmo3f7QdkTroig7pQxmSMRoQRjMiPWg\nH0Hf5yFHDWYA9UVNgzaeHEVJQqarH7Xz0l40n7L0Y14qfRVinZe2lepGDzSQKkzp40dYR7PdXmJQ\nIvDVmG1cmO2RcTaSFhDx4moq8SdFAWpgQ/FzWwVvDrGTDeYPeoNGau5Q2aqPX5zSj9TpnHmSGi/J\nRdd6f1QPnlzWxYuuVcrSyV9VrXqARYNX0/WXBeM/XABlXUhkSfqj89sfVYNZ2oYGhSEH8acDA2hA\nfxbaQnrgT+dMnbVoX949jr/hvf9O+931JKqDmTdSLgdi47xEstU16nV9FSsfZ+imDJlOetuADV7J\nsKYS/SOMPhOj9wHDVHOH+FvMUpFnmKaJ1atXY9++fTj33HPx1FNP+d43DANGJ2VqOntvQA5qE1sS\n2Pxfm9G2qQ1Vc6tQ9cEqVJ1XhcjQSNcbC4IwYEgkgEceAW6+OdeRCIIg5BHdrX6w8wVgV8f2AE55\neTk++MEP4uWXX0Z1dTWamppQU1ODbdu2Yfjw4QCA2tpabN68ObPNli1bUFtb2+E+B+SgdvTXRmP0\n10Yj0ZjArsd2YecfdmL959ej+LhiDPnQEAz50BAUTyrudLQvCEL+88QTwKRJQF1driMRALAWoaa/\nIQKphtWeylWW0I/X90eBNlJavcfspstKJ9l6X6T+RWyt3h2I+BO3AKWWkapbnNRlkso95W9rqW5f\nax/h9wQvGdYW0qonLzlG7xemtVLKC/5nHu+bwPueatvKLBlUfitiayX1oPfKrRoOU5R5OSmyRERt\nraqarJ1vEbu+FH/GpmD5k/aCyXZhWyea7SjW8dH25Qnd0KCmhbUB1tc9dgLZS0L6/A+GdfkvUq1L\nkpnziq/sB3VW6Vz2ek8AoqyWXdICZm5U855SG9+2F6hWj91j0aH6s0f72VKKeHRjr4acobv2g2Ez\n1ESs+x/f2zt37kQoFEJFRQVaW1vx5JNP4sYbb8S8efOwZMkSfP3rX8eSJUtw0UUXAQDmzZuHSy+9\nFIsWLUJjYyPWr1+PGTNmoCMG5KCWiNZGMfKKkRh5xUg4CQd7n96LXX/ehdcveB0AUDm7EhVnV6Bi\nVgWiNdEu9iYIQr7x8MPAJZfkOgpBEAQBALZt24YFCxbAcRw4joPLLrsM55xzDhoaGjB//nzcd999\nGDt2LH73u98BAOrr6zF//nzU19cjFArh7rvv7tya4Lpur/ycMQwDvbTrI8Z1XRx88yD2/H0P9v5j\nL/Y+vReRmgjKzyxH2UllKDupDEUTi2CYouQKQr6ydauqS/v228CwYYe/fX/+P6yvMAwD8cdv7bH9\nxWZ5Kt/BsE6e2VKm1UEqV1TZqpsMhG2l8AFMRWTJWdxzS+WomiN6G4clL5Eimjb1ursLdTtW4t1K\ndsyQPi6ViwqqWMGi+UD2BK2QrdU63oQgzMtfeeojlbEqS+htLEdvRwlDww4A43er+aYS4HX12Nbn\nwyUspvpypZtU8apW7fOk5LCilJ4vYA0FaL98/wb0tbGZEk+q7IEsDQfK27TPdvQ+rbpWtWpln1Tz\nhKX9zgfC+hp4/uv4c+g3xEZU6Ja5VOYrycrXnbUJGOu19922t/32K07XSi1dn/PeQXz3rkM7/nnf\n6Pb/X4ZhABf2UBbaoxP79P/RAa3UdoRhGCiuL0ZxfTHqrqmDa7toWd2Cfc/sw57le7DpB5uQ2pFC\n6QmlKD2+FCUNJShpKEHRhCIYlgx0BSEfWLwY+NSnujegFQRBGNRIm9z8xbAMlE4vRen00syy5M4k\nml9sRssrLdjxxx3Y8O0NSG5PomRKCUqOL1GD3eNLUDypGGZYKiwIQn9iyxbgN78B1q7NdSSCD/IG\ntoa0CudCe0IJ19BKYsRWJb4ArVw1R7U3k5fB4upnnde8IW2oBgaA9s62RLRiVtGmFeItZeq1wNaK\n4Y5i1pwgi6iRtTICWJY7W+6YQCtrmkCxOsxHS9eIyps5hvYSlya0qkt+0tKkLh1lsUoO3PtKMbom\nkGJeV4JXNCDVljytB1jL4kSofZtbBM6VFGo6b8vVxzddvT2vfkDb7CnQ50UtagEWP7vYQ5iqTOfa\nD4Y0sWrPH9xYArw9VM3TU4GUqa/b5rLMNYqN9TZuiQCvqrJWKExrhXt2XL3WNgO7ezN6Rp7qd7n/\nBPRTIkMjGHL+EAw5f0hmWWpvCi2rW9DySgv2/GMPNv9oM9o2tqF4SjHKZpSh9MRSlM0oQ+H4QrEu\nCEIOueUW4IorAK/soSAIgjAIkEHtYRCuCKNyZiUqZ1ZmlqVb0mh5pQXNLzZj1192YeN3NiK9L42y\nk8tQdkoZyk8tR+mMUoRK5VILQl+waROwdKny0gp9S+zcRNbl8b95qiMpegZ09YGKNtaG1VuvpsVf\nBYDmScUsTOsapbz4Pyl5xUl/9QBSykj5slytSJawdUnxPRAGtpd0frKkW/jq1XayXnBdwjb0tTAA\neOJjRklNWH4vMCmZmz1VeV8UqD7Qfr+kfu82siudZKVLWkAbHT+iGxlk9pPSqm3K1EpxpklC4Lj0\nd+aamtqT6xjALqYq0/Fp/6VRoNF7Ylqc0r7iEKvpyz3H3vL4itx+v8bGeJ+V16uBFu/CvDlMe73T\nrIoB3b/mKPCuV8d2j/dZPhjSTxUsR3ulPfq0La7YDwYnoZIQKs6sQMWZFZlliaYE9j+3H/uf248N\nN25Ay+oWFB1ThPLTy1F+RjnKTy+XaguC0Ev84AfA5z4HDB2a60gGOew7MTbTG9TQ4C3BGibsi+rl\nvAkBDYpYR6r4v9QgIXZWGhji2QNaWP1xGqhajr98Ek9UAtSAiAZvKUvviwYh+wr0AHp/VCea0T4P\nhP2dobp6MJcZzGdp2GDA3xCBBtb06hh6UJiwACfwA8FmJdFKswx6yhO6ucXBsH7szwefdC5tId2s\nIWMfYMlljqGvEbcXcCsCAj8wTNf/o4TuK79vdK13FOlEsKqDejkNBPkPnFKWQIccWwDf8Z7obqjQ\n96I5oq9b2ltmOfq6pNl9o2sxstn/Y8FrJhHfv6NXw89Knj5slkFtLxCtiWLYh4dh2IdVhoqTcND8\nUjP2PbMPTb9qwrrPrEN4eBgVMytQcVYFKmZWIDpSBrnCwGTrVmDkyL45VjwO/OEPwLp1fXM8QRAE\nof8gg9o+wIyaKD+tHOWnlWP010fDdVwceO0A9q7Yix2/34H116xHeEgYledUqtq5syoQrgrnOmxB\nOGJWrABmzQI+/3ng1luB0tIuNzkivv99dawhQ7peV+h5yGbgsyG47PG3wx55t7LWuJSoRAlhzZHM\no+f4s+0lI3/71CRiZ3hKISl7Ia3uImnpR/E8yYnPk5JLyWG7ivSyUnYuVPrLcIHuNu/pajO6RqRY\nOoZexlVTXlKL1NMEa+5Aj+5bQ/7H904gAMPVxypI6/k2sj+E9DHD0Go67SfMVVqwRDGmCNO9KEzr\nuDLJdyF/m92Mah0CkixuQJX/yiSH2Yj/ve+/JzONIHYUAS97v9bfK1evB8P6vrjQ89SGOOT61Xo6\nb2ppfEKjapULqOtCLYNz8SNd7AfCoWKYBkqmlqBkagnqvlQH13HR8moL9v59L7bdtw1vfeotFE4o\nRNW5Vag6vwplJ5fBDEmFBSH/uOsuZQd45x3guOOAn/8cmDu3d461di2wbBmwfn3v7F8QBGHQIINa\nobsYpoHSaaUonVaKUV8ZBSfpYP/z+7H78d1455p30LapDZVzKjHkg0Mw5INDEB4iKq7Q/9m8WSm1\nS5YAJSWqZe1nP6uU25/8BCgv77ljvfgicOGFwI9+BFRWdr2+0Afw0k4GU0UB5ZEkH21BOuMd9JX2\nijBPbBeQ15aIzWTJYXsKtBJGr1Wt2n8acrRSzBU3ir8opRW3KEt+SgW8o5xs3tl267DXzD7c9kqu\nbQJklW2JqrJggPbcFqS16twW0jHScZuj/taz7ZRaFgtXuImDYf8yi6mOQPbGE2DnZLBzMlzVgAIA\nyhx9fNqnY2qluJglqNFngYWeC5UWgC779m4VsDZQBDvFPocGtEJLpA2doMc/32dsUq+j9+lGEq/Y\nuVFoiTz11Ir81w8xIyYqzqxA7JYYTlh1Ak58/URUnVuFnX/aiedjz2P12aux5c4taHuvLdehCkKH\n3HMP8PGPqwEtoBTa118HIhHgtNPUoLcn+MtfgA98APjZz4BPfrJn9ikIgiDkH6LU5gHRkVGM+PQI\njPj0CNgHbexZvgc7H9mJTd/bhIKjCjD8o8Mx7CPDUDC6oOudCUIfkEgA996rlFpOSYkafN5+O3Dq\nqWpAOnVq94/zs58BN9+s9nPSSUcUstAD+Ly0Bk/j7oShBzOqaXxNqmcCORDRxfs3VOqMfvJz2qZW\nAStbgUpPIKCKCKP26YoHBrSCTP5a0wX2suRerkry1yAG2lcfCMJVW74doNRZUptJfU1aej5iaq5R\nrAAAIABJREFUa1U5U+YM+lxdQyu8pBimTe2TTVn6GlhMiS3w9t8W0uvart6eN1QInrvLzjnsAmVJ\nvS8ASNj6VHcU6XvkGPq8qPpDNM2aRgQadvQVW73EgHVD/F5gQH1Oyr3PyP6oLpVWxGIln2zIUS2O\nAdVUAUB8YwuwsXfCPmzEfiD0BVaRhaHzhmLovKFw0g72PrUX7y99H5uO34SiCUUY/tHhGP6x4YhU\nR7remSD0Er//PTBlCjBxYvv3DANYtAioqwPmzAF++1tg9uzD2/+WLcAPfwg8/jjwzDPA0Uf3TNyC\nIAgC8tZ+IIPaPMYMmaiaU4WqOVVw/p+DPcv34P3fvo8NN25A+anlqP5ENYZeNBRWkdX1zgShB/mf\n/wGuv77zdebPB2pqgI98BLjxRuDTnwYKOnnYkE4Djz0G/OIXaiD70Y8Czz4LDBvW8TZCDsl8Kbr6\nD/IcplhDgWEHtDrXU444x2DqoK3nmzwvzPvFujVu2tRxjfJa6xanlJpL728IGLUjNhCh5gFm56oW\nHxxk858abnZfLuFCK4KG294TazOfbNTWvmWuvmZq2hr+7WiftDhlApZ3X6j6g+HqfRWl9XUhny+v\nU8vPj9fh5SGTlzTCvL9Up5XXzN3BKlDQZyXkZGoRx04G4s+jT4jZo9RMaxh4x2uYsDeqz5FU7dpm\n7Q+O7dHxk9K8pQyY1qTmwzbiTXvVfA9ZsQQZ1A4YzLCZaetrH7Cx89Gd2P7gdqz//HoM/Y+hGLFw\nBMpOKYPR3TI0gnCIvPyyqk37oQ91ve6ZZwJPPQV88YvAt74F/Md/AJddBpxxhnp/3Trg3/8GnntO\nDWhHjQI+8xngoYeA4uLePQ9BEIRBS54OFWRQOwCxii1UX1qN6kurkWhKYPuvt+OtT70FwzRQs7AG\nNZfXIDJc7AlC7/DTnwJXXaUFn66orweWL1eWgoceUgPcXbuAgwdVhYRTTwVOOQW49lpg0qTejV3o\nBVzD7+kE1N81LWq+MI34M72Qs5ypEerqSgf0Rb27UKu2O4pV/VOKC1DKaLUX3/Zi3dqVfLZd2Q2D\nrXGNDt4jOlI4g9hme9XVsfT2vLpBpp6sqdVD29QZ+Q67F6QoRmytxB5g3xFhVqkgo9oy7yvFcjgj\nCpt9JmifBWmtSqcsYK/36IZXb6B1RzYjNl3Nx18+9EoZh0OsuFrNrPGUestR3eYAdU3oupDXOrZH\nf254xzDyjBdtAHb1Sqg9T556ag3XdXslcsMw0Eu7FrqB67rY/+/92HbfNuz8005UfaAKtZ+vFfVW\n6FF27QLGjVMK65HYAt56Sw1oR4zoudgOF/k/TF2D+OO3HvL6vkQxgrdWpTJbvDVuaSLTBrUnB7ex\nGd7/ay0RXaprt9c84WBYx5Iy9aCJBoflCTWYBYC3hqqBLwBs9Nqht4VYm10WcyYJiw1k+UcoONgN\nLg+Wv+rsfYrVcgJtaum4rN1upnmCrR/70/shW5fnCjP7QrE3aC1O6jJhJUnd/IDeL0kABcxSEHwk\n31HJL7putqmTxvZF2yfCATr5ipd/G70PGOLFQjFH7B5LNoztOEZ/Buiz2hbynx9di3G71Wv9jkws\n8Vd7KOmxm8TO+0a3//8yDAO49NWeCeS3U/r0/1FRagcJhmFkupql/juFpl814a1PvgWr2MLIq0ei\n+hPVsArFeyscGfffD8ybd+Q+12wJZoIgCEIfkadalwxqByHhijBGXTsKdV+sw57le9B4VyM2fGsD\naj9fi5FXj0RkqFgThO6xciXw4Q/nOgohV1CbXICptqarVTtSCcOOVuRSVvvkp56At8Ydu9d//K2l\n+tEwV1ppWVOJjo+rg/To/r1yIOGta1j6kT0JUqarFUpuv8j2SNcILA+uE7w09HZmn0b70lIcfm1d\nS6uavPlDJmksy7Uwwvr+pU1tS6DtI0zpzdYwg+UJ+uLJKLiOtkdUtepj7SjS50r3qMjR228p08q7\np/Rj6EHExnifwZKUbhlMqnTSQvwN/TQhZtSpmWJv+xSzcrw8Qn+GaP+mq9eN2sCYfWreU5Lja7M8\nqchX8tR+IM0XBjGGaaBqbhWO+/NxmLZiGtrea8PK8Sux7vPr0BpvzXV4Qh6yaRMwZkyuoxAEQRCO\nCKOHpj5GlFoBAFB8bDEm3jsRie8n0HhnI14+8WUM/fBQjPnWGBSOLcx1eEKe8N57MqgVFFy1JWJn\nsSQjz0eplLOe//aLP62UxtjMtL85AL1S8ldTiV5uM28tqXzVB7R/llTK6gM6SWhfAXDAU3UNT93k\n6qjhZpePOhLC3ICSmc1by+HH4v5VUjx5cpfJSoLRZmmWSOYa/qYORGb7sL4upO62hvT2lqP9ty47\nfubcoFVXnjxI19I2tNrLy4+Rah6xdfmvkiSwx/tuotfdhTqBbejB9l7pPYWIvV6jj0/rGuz+k5Jd\n0aZj98qIwTb8/t5RnlJb7TVRWAMhx4hSK/iI1kQRuyWGk9afhEhNBC9Pfxlvf/ZttG2SlrxC57S1\nAbt35za5SxAEQegBDLdnpj5GlFohK+GqMGLfj2HUl0dh848346XjX0LNJ2sw5ltjEK4M5zo8oR+y\neTNQWwuY8lNZ6ICMenpmOpM5HquPZtrUxp/theeVYcevWgJKxePF/8mbySsGHPSWpU3tn+XtWknl\n2x/1l7wC1Pq8+gF9ubtG1+XA3MArjMPz3AaxWGUE3/GZOplp88v8sdzP2kZKNIBCb9gQZa1feRmw\nNF0jW6/HlXCaJxV1b4G/vBjtyzF1DAe9ZSHH79u1AtdiT5mef324LhtH92pjha564RhajS5mii1V\nYmho0l5aOtc9hfr4IUd7bgty1LK3N8nTRDH5+hE6JTwkjNgtMZz4xomwW2ysPGYlttyxBU4ySwkZ\nYVAjflpBEAQhl4hSKxwS0ZoojrnnGNReU4t3v/ouGn/aiKP/+2gM/dDQXIcm9BNkUCscKvF/Wkqt\nBZRKuE95VmOTvRXKEz2m2safjCB2jqfEkWpZmvRn/2dURe91b4Ff4azyEmdbvZgNV6uXjuH3lNIr\nVx9JleQ+Udcn5erlHVVIoPeCl6Uj5ZYrvW4H69J6DlOoqQKCTeq2oxVNywES1LrWe00xlTJqAza7\nLvRKSqblsGvhvYYdrY7uj/pjIUjdPRhm/ltTr0vXPcGGNPuj+ljkuU2awLCD3jauVl2pokFFm/bP\njtqvY4iwz8cwzz/Lmytk/McDSLHN0+oHMqgVDouSySWY+vhU7Hp8F9655h00/bIJ4+4ch4K6glyH\nJuQYSRITDof4Pz0rwqxk+0fSzREAPVe8Pv53v2UqdlZKD/QKU+2Tk1LMcpBkJbsK2eAs07zAAXZ5\ngybqgGXAPzjLDPDYAPZwupLxZZ0NNjr6HcAtDXywC29/mepaJuAEroVh6JGCawAHyX7AXnmyGl1L\nWpaw9P7DTvv1bDbornQzP3DgGjoG+rFhuf5GDTSYpH0VpnUiWcTWMZCNoLxNN0oIO3rdTHy2HoCH\nbQDe/ulzWdWqkwZts33S3EAiT09J7AdCtxhy3hCc8NoJKJ5SjJemvYTNP9kMJy2WhMGMKLWCIAgD\nBEkUEwYbVoGFo246CtWXVGPd1euw/dfbMfH+iSiZWpLr0IQcsGkTMHp0rqMQ8o34UyGQVBY7nRJ2\nevmrKeRo9a41rFr1AkC1p/MY0OpfS0Srg1RaKuTox9C2oZXmJGunyh+F81JiNlNID5XDUXVpvx2q\ntkb79fj+SZUOsYUOU7Cjhn+9fQU6EctiSXmZ4zArRtJqf95RWyu4B1ncIQdwvWOQOmq4+riGq7fL\n1ryjIK0V1gqvek9ZQpdlK06qhEE6Fh0noyCz9smk6HIriekq5ZeOJfQLRKkVjpiiY4owdflU1F5T\nizWz12DTDzaJajsIEaVWEARhgCDNF4TBjGEYGPGpEag8pxJvL3wbOx/diYlLJqL42OJchyb0AbYN\nNDYCo0blOhIhn4k/QzpLL/8oNpi3NcQaBhR6imNZQvslC9I60YhUuqjtVxS98mTtPJqAUid5G9uM\nUsmTxtovymByz6vhT3Dz7Y/2E8gUCw4ugk0deHOIbI+MHeZ55clRzd65liW0+twcAVzvGtL1s4JS\ncJbz400j6B4cDCETGCmpSdbG1nKAEk9hD7FzIdU4YmvVldTjpKXnLZagVuqp9mFbK8Hc60vwpLri\npL+8lwqg4/PMN/I0UUyUWqFHKRhdgClPTEHNp2qw6oxV2HLnFrhufv7jEA6dpiagqgookHxBQRAE\nIUeIUiv0OIZhoPaqWlTOqcSbl7yJPX/fg4m/nIjwEGnaMFARP62QV1iubuPqspJVpNiWJXRFA8vV\nntuMt9TSZaSqWnXVg2qv2L/lKK8poNQ/UhfbQlod7Ipga9/OOBxVrSvPbbuSYWzeZQ0LePUHohhA\nyruGdP7FSe1fDjvt/cchRx+jJKnj455kUrp5mTXTBSLe3+RtDTP/bsgBQlSJwduGe2L3FbRXWm3T\nX/2ASn3x+04tgw1oT2/mHg0kpTbXAXQPUWqFXqNoXBEanm1A4bhCvNTwEvb+a2+uQxJ6CfHTCoIg\nDCCk+oEgtMeMmBj343GoPLsSb3zkDdR+oRZjbhgDw8zTn4FCVmRQK+QT8b9FfX/HZnmKHCl3LoBC\n78mSbWrPKCmCaRNo9b4+HUMrfVzRI9V3PzsW94+mWB3cbP8d8sYC7RoqMLiS66uCQK9udnWWL+P+\n2k7r4LpaoU15mlhbKFCxwPPaZioihPw+1GhAPW0L+Zsb0Pm4Rvu4W8N+pZg8zKSulh3QtYQNt32j\nB9+1YpUomqM6ftMLbFeRbp9MVS9MF6j2ql5EbF3LOCr6YH9B7oTQJwz54BCc8PIJ2PO3PXj9wteR\n2ttzhdWF3CONF4R8Jv5USJUWC9tqKk2qQVlRSg2YKOnI8RopRGygOKWmwrSeShNqqmzV+ypMAUNb\n1VSaVHYGy9UD3JDjH0y6hm48YBu6c5Zj6G34xMtZGWw57dN0s2ei03F8yhrarxsc4/L9mq7XiMJb\nL22qwXrK0laLAxG9LGWpAeLBsP57dyHQVKKmTeWqqcK+qBo0hx010TWzHP8PAzpuylTTgYga9NLA\ntyCtpsKUmsKOV3bMUfcw27m2hdXUGtKxhhw1Faf0Z8F0gANhNXnHjJ0MxE5z1XQyEDvLRuwsu9uf\ny5zSS9UPNm/ejFmzZmHSpEmYPHky7rzzTgDATTfdhLq6OjQ0NKChoQGPPfZYZptbb70V48ePx8SJ\nE/HEE090GrYotUKfEa2NYurfp+Ldr76LV2a8gkl/nISSyVLTdiCwaRNw/vm5jkIQBEHoEXrJOhAO\nh3H77bdj2rRpaGlpwfTp0zFnzhwYhoFFixZh0aJFvvXXrl2LpUuXYu3atWhsbMTs2bOxbt06mGZ2\nTVYGtUKfYkZMjL9zPJoeaMKaWWsw/qfjMXz+8FyHJRwhkigmDATiK9RXYuwsGxh+QL9B5au4DYAe\nXZuOLkNVavrXA9Qjcnq8nbR0IwBqB5uOZA+G74Mez/NH6tkaDmR7ZO/bp9u+FFi2Zb73O4iJSmM5\nhrYk8ESskPeadvxWDbpWtA1XVg+GddIdL2XWGtbbc5U2zBK8aBkl4oVZ2bUIS+4iq4jhAnYgGY/v\n32DLLZYQRpYHm9lOtpWq1+EHtC0jqtv0xk7y4ihMZT5j/Z5ecgjW1NSgpqYGAFBSUoJjjz0WjY2N\nAJC1UtKjjz6KSy65BOFwGGPHjsW4ceOwcuVKnHzyyVn3L/YDISfUXFaDKU9MQfz6OOI3xOE6UvYr\nX3Fd8dQKgiAIh8fGjRuxatWqzAD1rrvuwtSpU7Fw4ULs3asSy7du3Yq6urrMNnV1dZlBcDZkUCvk\njNKGUhy/8njse2Yf3vjIG7AP5Kn3aJCzZw9gmkBFRa4jEYSeIf60pb2TVa2qnerQg6rkVElSe1xJ\nLSX/IL1ffUBPww8odbaiTZUKI38mTQVp7Rnl0PthW8fCvbh8yobPJ5tlPuO9Db4fmNzAPgk6/5Sl\nPa0pSy9Pe21mW8N6Osgm2ibMroXlauWWb0f+X37OwetFMZleslfUbn9epquaQkTTyh9LHmhaVpDS\n89m8xkl2rmlTlR1LhPSy94uVKt8cVer+AW+ia9ESyXhu+z29XP2gpaUF//mf/4k77rgDJSUluOqq\nq7BhwwasXr0aI0aMwFe+8pWOQzM6lpHzRAcXBiqRoRFMfXIq3v7c21h11ioct+w4REdGu95Q6DdI\nkpggCMIAo7v2g8aX1dQJqVQKF198MT7xiU/goosuAgAMH65tiFdccQUuuOACAEBtbS02b96ceW/L\nli2ora3tcN8yqBVyjhk1MfH+iXjvtvfwykmvYPKjk1F6fGmuwxIOEbEeCL1N7BzPh0k+VstF/O+9\n3MyF/JLFSWBks5qnMlUVbcCWMjW/vVh7M4m0ARR5D0IL0kzRdf3+TUCX9gpCPlPeGpeX9+Klr5Dl\n/Y7Ke9H6FDKVsAK0Egzo8w+qwdmqKJCPNm1qdY58qCFWoSFh6VJeIXYcUl15+2I+TzEaAAxH7z+o\n1gb9vcHmCKR603G51xZQny+6H7ah95/xT7t6G9v0N2Kg/fP7QveQlkXszHWPneZmrlH8nx18BvKR\n2ulqIl681/e267pYuHAh6uvrce2112aWb9u2DSNGjAAA/OlPf8Jxxx0HAJg3bx4uvfRSLFq0CI2N\njVi/fj1mzJjR4eFlUCv0CwzDwJjrx6BoQhFePe9VTPzVRAz5wJBchyUcApIkJgiCMMDopeoHzz77\nLB588EFMmTIFDQ0NAIBbbrkFDz30EFavXg3DMHDUUUfhnnvuAQDU19dj/vz5qK+vRygUwt13392p\n/cBws6Wb9QCGYWTNZBOErtj33D68/uHXEbslhhGfHpHrcIQu+MpXgOpq4Lrrch1JzyL/h6lrEH/8\n1pzGEDsnpZUyrnxRxnvIYaqgVubiT/SMjSk2J6kz2un4ByLKPwko9XFHkZrf4xXrt1lzhv1R3XKX\n6rfydeMVev5AB5UQ6LwiLO+ABh3ki83MB6oWGAGl1Qy8z6sEhFgbW4upo7xlrxVQPy22LMKUUGqC\nwBVVvn9+HnR+wRbCLlNIaV3eqIHm6X3e3KEopSst0HphGyhicVHThoySy1RrmymtXE3PpmCHWUy0\nLJrW21js+tFyrhRb+pr32Of2vG90+/8vwzCAa17okThw10l9+v+oJIoJ/Y7yU8rR8M8GbPr+Jmz8\n7sZBP7Do74j9QBAEYYAhbXIFoecomlCEhn834LUPvobElgTG3z0eZkh+g/VHJFFM6A1icxNqhqub\nvB5pxvvJNmItXGOzVevb+PIO1M9DxXS1gpfxtia0ery9RL9f2apek6H2fk1AqbakapI/tzXk95dS\nTVvaP69AkDbbq4u8nis/Xkd1ZjOqbhYltrsDEfLMutCqJqmPYUAbac32SrBj+mvv8lrAfB7w+4cB\nfQ1JkS1K+f2r4YDCHbG1qprNU1uQ1ufvGvpak2KbCGmlNsRUXX5OGdWVXUe+Ll0rqhwBAAYpzr1U\nHHYQIYNaod8SrYli2oppeOM/38AbF7+B+ofrYRUOIEP9AEE8tUKvwJOPbNO/jA9qqdRVcJuQV/j+\nDAfxfx3+D+LYuQn9hzfQiT/lNWc4O6XKc9GxKJY9XuOAorQu0m85/kfytHy3t+6QVj3QSZp6fn8H\nj6GdwCN5Pvjj8MGtz4rgZHm/AysDf+0MX9JaIBEuabHkNIcN8KhRBU9eM9gAlsVIty9bchg/l5Cj\nWhEDaqBLy0uSet3MI39HWyTo/KO2/jERsfXnjga3bdz+wY7PB7rcnsEbXAThSW39kX4cWmeI9CX0\na0KlIRz35+NgFVl49bxXkd6X7nojoc9obQX27QO8BjGCIAjCQEDsB/2HVAoI93K1F6HvMCMmjv3N\nsVj/xfVYPXM1pjw+BZHqI3ykKPQI770H1NWp5guC0FP4krNsVjKKlrmGKpoP+JOPSDFLs0Qt20Rs\nBpWBYut5CTvZ7AmxOUl/G1pqdzonqf+mY5UntJJHj7bfL9aWiaSl1cGSpFYCi7z3d7MDh1x9rtlK\ndvGGD3Qtwk52RbCjlrfZlNisrWHZPjtTFB0DGX3MNQCX1EzvqVrYbh8zwNrVsvlCpoS2sPvCz4Vm\nuSpKy9pCOu4hB7USyxPsSpkCT/BEMYN9RoL3oDjlfxpgOf79BK0chJUl/mD5MY9M+TrTRfxJ+Z47\nXAbkV9H55wNf/SrQ3JzrSISewjANjL9rPIZeNBSvnPYKWje05jokAeKnFQRBGJBk6y7XnamPGZBK\n7W9/q8oLHXss8OMfA/PnA52UNRPyBMMwMPbGsQgPC2PVGasw9W9TUTypONdhDWqk8oHQK1B7VcCv\n1PJEMSp/ZQDxFWqWksMQsf1Kb5u3bpglDGV5NJpRydKmPzmJ9sUTfkhlK0xpxW5Iq46TPLF8X7x8\nVpiptwe9c93ptledU8yTmk39CzF1MZuiygcX/JEwV2xZSal2Xlq+Db9kpC5arl99pOQn12m/TcjR\nf5NiXWDrMlzFSX2PuVKbZqo0bx6RDtyXNLvuiZBOJCsmn23aX2qLzpH2U5hmTSmyqOYh1lwibepY\nsiX1daTa8kQxN7AsabHPitNzyY7dIQfWgZ5gQCq1w4cDv/oV8PDDwA9+AMydC6xbl+uohJ6i9upa\nHH3b0Vh9zmrsf3F/rsMZ1EiSmCAIgtBfGJBKLXH66cArrwB33aXm77sP8NoJC3lO9cerYZVaeO0D\nr6H+f+tRObMy1yENSjZtAmbNynUUwoDDhb/hQiqg1AKsHJNOkydFK3amrcswtYa1kudqdTFra1I6\nZlvIX9g/0+Y1pI+Z8ZyyMlS0fdjWqu3BNLDPUw8Phturf8VJoNTbb2myfXMG7u3k6h6PmctTRvA1\nsEHQU8vh1Q+yVUQA2h8fYAoxW5crkjRvm7qlMLW7tU3gIFPVo1muO1dn+eeCrlXm8Gml/AJ+VZ3m\nC9KBz40Hb4LAr4sVUFpdR8cUdtgTBHau/PoGr5XB9unCf43oNcXaI5OXOxc+2zx9uj0glVpOKAR8\n+cvAn/8MXHkl8MMfAlLLf2AwdN5Q1D9cj7UfWYtd/7cr1+EMSsR+IAiCMACR6gf9m5NOAl54Abjw\nQuCNN4B77gEKCnIdlXCkVJ5TieP+chxem/caxt81HsPnD891SIMKSRQTeh2bFefn+FqkBmQl09Xv\nt4aZuqaWxZ/r4FiZhgGOv/pBO++kodWRtKkVw33el0priDUUgD9jnns24YVOdVQrW7UqTd5Q02iv\n7gZj4fEHKyEY8GfpO4FrZRj6vG3T3waWtvetH/ibX37X0HFZrOIAKewGu660XsrUx09a/lbI3Fec\n2Q/bL10X2ibCmie0hYChB9R8lNWmzdY0gf0d/1v7+sCZmsWuqxskOEZ7zyz/nBpudtkw20Avm0/Y\nNttfq4I+LGmZp57aQTOoBVTpoX/+E/jkJ4Gzzwb+8AdgxIhcRyUcKWUnlWHqk1Px6nmvwmlzUHO5\nFE3tC2wb2LpV/bsShJ4kviKE2PHeF3m2Aa1r6EQy00Vslno8S80R4Br+gSx1lqLEIWRv4hL/u9pn\n7OyUthqkzPaPiXmTgERID6pocJtig7OUFWgKEehylTZV0wVAvVfl2RYay7x9dtBwhj/m9iV1BdcL\nPFIPDuRcNmjmpa94Ilg2Ohrz0GAoM3g2AdPW2wQH6LxJAcUDeLaLTrp3pU19X4mUBUS8ZS0RYKeX\nSFzESns5VN7NaXctsg1oO1oem5toP5g10D4RD2wZt3K47Fx4ImCYJdjRjwFeyk7olAFvPwhSXAws\nXQqcdx4wY4ZSb4X8p2RKCab+Yyo2fHMDtt6zNdfhDAq2bAGGDgWiHTQ+EgRBEPIUKemVP5gm8J3v\nAA0NKnHs1luBhQtzHZVwpBRPLMa0FdOwZvYa2K02Rl07KtchDWjiceDoo3MdhTBgIaU0mw3AcvQj\n2QOR9opd2AYKWXISlXQ6VKXL4o++WRtcOqbNlOB9UV1ejMpQOYZWapOWPhfeiIEoTOt1yxL+fdCx\nrE6U2GBr2WAbXA5XdTtqg5tpw0vqNHvPyJK8xVXUbPHxfaZNIBR4hM5b6wLaKsGV1DCzRGQaLhh6\nnpRS/gP7YBho9q4lWTks1rCBK9jdGHzFn9AHyzTlsFx/0hjB95/turs6jviTnXWO6sMhW57aDwad\nUsu54ALgX/8CfvQj4OqrgWSy622E/k3h0YWY9vQ0bL17KzbduinX4Qxo3n1XBrWCIAhC/2FQD2oB\n4JhjlAVh61bgtNOA11/PdUTCkVIwugDTnp6GpiVN2LRYBra9hSi1Qm8ROwVKIeVeQq6y2qaespSm\nii+PaFWuMKVUO1LumrsuieQrm2TAX5YK3t8HImraWwDs8abWkJpaIkDCUpNjAGlvouYDPGTTVe1X\ni1Ne61evXFjY1n5grrC6nUzB1rjB9rhUUopKV1HjhbDjTbaKgRo6GK5SQW1DN8Gg60647FhBHylN\n/Fg0ny1D3oB+n9a3XH0vQ45K+oraSn2n61bkTSFHf274daH7T61pXaNHH43Hn4yozwzFSPex3blm\nuV+GPs9+1RY3T+0Hg35QCwBlZcCf/gR87nOq5uZ3vyuqbb4THRHFtH9MQ9Mvm/Def72X63AGJO++\nC8RiuY5CEARB6HHydFA7KD212TAM4IorVALZlVcCJ54I/PKXwPTpuY5M6C7RkVFMe2oaVs9cDcMy\nMGqReGx7ErEfCL2G4eoyV83MKJnxcwbmE8qTGpvpbWOb+gvVcv2ezkOFe2IJUotbItqnubtQl5xK\nsHJUvHpAhPlzqWoDCZQp1lziQEQvL/PKSEVsXSqsI4zAKxBQabNUGshcH+ZdJYUR0G18eXxcGSdv\nKvfUBvdLf2drw9uV5zcUiAvwe51NV7e8pf3z5gohR3udKxI6fl7JgnzDPeQfjT8R1eUlVNFQAAAg\nAElEQVS/DNYSmD9l4Mvo0mVrhJFrxFM7MKirU40arrsO+MAHgI9/HFi7NtdRCd0lWhvF1KemovHu\nRmz+yeZchzOgiMdFqRUEQRD6D6LUZsEw1GD2gguAu+9WloQzzwS++U1g2rRcRyccLgV1BZj2j2lY\nfdZqWCUWRl4xMtch5T179gDptCrpJQg9TsTW6mfY1tUDSDyyTZ3ln7S0UkcqaMgJKHLe+9FA5YFD\ngdcLJVoiOibbVD5aWk7Hp5gitvbxplhrV1IybRM44MWdNrXSmFF/Q6wiAQUEv9JJ1yVbRn9HdWz5\nenwZxUUVByK2Pj6Pn6unhMlUW1rOmyhYWZTgiK2PH7b9CnswFh5fyPG3twWUul/o1SImry0AVLTp\n7XtZgaSathnFFtDVDRxDS4lZqnrEzk10WCu3z8mBdaAnEKW2E8rKgOuvV4rUKaco5fa885T/NpXq\nenuh/1AwugBT/jYFG7+9ETv/vDPX4eQ9pNIaefofnyAIgtAJedomt9NB7ebNmzFr1ixMmjQJkydP\nxp133gkA2L17N+bMmYMJEyZg7ty52Lt3b58EmyuKi4FFi9QX+cc/Dvz4x8DYscC3vw1skuT6vKFo\nQhEmPzoZby98G/ue25frcPIa8dP2T2zbRkNDAy644AIAwE033YS6ujo0NDSgoaEBjz32WGbdW2+9\nFePHj8fEiRPxxBNP5CrkrMRXhHT1gAR7oJjJ4GeKYNLSVQfavCnNst9NL4M/bWa+aGNnBHyg2ciW\nsc4rMtA8V9zoOAciutLC+8XKf7s/qv6mGHlFhkRITQVpvQ+a7A5+OVJM/LoA7SsHUBcrmrJVHwhW\nKeBTyAFKk2oqSbYfrJiOrk7AKynQ8akaAE1U1YH/XZBuP0XTel98+4itpiibClNqKkqqur+FaaCm\nRU/DD6ipqlXv33J6deAV/1s0M/kqT2S7xjkaAA5EOrUfhMNh3H777Zg2bRpaWlowffp0zJkzB/ff\nfz/mzJmD6667DrfddhsWL16MxYsX91XMOaOgALjsMjW9/jrw858Dxx8PnHqqqnN77rmqsYPQfymb\nUYaJv56I1z/8OqY9NQ3FxxbnOqS8RPy0/ZM77rgD9fX1aG5uBgAYhoFFixZh0aJFvvXWrl2LpUuX\nYu3atWhsbMTs2bOxbt06mP3pPzB65G85+lE8PTJ3DP8gLtjGNuQg/k+d4BU7nlkVgPYNEALEzrJ1\n0pdj6OOnslyftOm3IgBecwYze6xpth290oAmaelj8TFONvsAf83WmhXZ3meDJ94EINt8iD3m58en\nx/vJkN6/FdgnwJooBOwHYcf/Pg2AATVA5cenWGkbw9UWkpCjY6FlVOILAMrb9DxZHXisvta86FU6\nshT4LAqdrJcT8vQpXKf/g9XU1GCaZyItKSnBsccei8bGRixbtgwLFiwAACxYsACPPPJI70faz5g8\nGbjzTuC994CLLlKq7bhxwA9/COyUp9v9miHnDcHRPzwar57/KhKNia43ENohSm3/Y8uWLfjrX/+K\nK664Aq7n4XNdNzPPefTRR3HJJZcgHA5j7NixGDduHFauXNnXIQuC0F8ZiPYDzsaNG7Fq1SqcdNJJ\n2L59O6qrqwEA1dXV2L59e68F2N8pLlYtdl96CVi6VFVKmDABuOoq4O23cx2d0BE1l9dg5JUj8dq8\n12C3dSN5ZJAjjRf6H1/+8pfxX//1Xz611TAM3HXXXZg6dSoWLlyYsYpt3boVdXV1mfXq6urQ2NjY\n5zF3Cj3SpjawLnQTgOB3JT3epUfTwRJJgYYB8X8fggyVtDzl1NTNF8gSkLL01BrScRGOoY/pGnr7\nlKVtB63elAjpdVvC2p5A5xRmj/ezPbrm9gKgfXMHg72fbRtSLzNNDgK2AbqepqvmyRJAj/zpUX4w\nvmDjBNo3tzVQQl1mPmBTiHo2BLqvZEugiZouUCylSWUxqGpVy3kDC2ou0VFTihwok9yi0K9U2jzm\nkKoftLS04OKLL8Ydd9yB0tJS33uGYcDoIFvkpptuyszPnDkTM2fO7Hag+cCJJwK/+hWwfTvw058C\nZ5wBnHyy8uOedZYk1fQ3Rn99NFpWt2D9F9Zj4r0Tcx1OXjEQGy+sWLECK1asyHUY3eIvf/kLhg8f\njoaGBt85XHXVVfjOd74DAPj2t7+Nr3zlK7jvvvuy7qOj/8d/8sDyzPzJU2I4eeoAu/GCMAB4fk0c\nz78a77kd5ul4pctBbSqVwsUXX4zLLrsMF110EQClzjY1NaGmpgbbtm3D8OHDs27LB7WDiepq1ZXs\nG98AHnhAdSorLwe+/nVlVbCsrvch9D6GYeCYe4/BKye9gq33bpVSX4dIMgls2waMHp3rSHqW4A/v\nm2++OXfBHCb//ve/sWzZMvz1r39FW1sb9u/fj8svvxy//vWvM+tcccUVmQSy2tpabN6s6zZv2bIF\ntbW1Wfd97WWzezf4juA+T65C0jLyxZqu9spSSS3LgU+upHUzXtouvrG50skL51NMLazdLvfB8ra+\nXC0mFdc2tGJMMbeF9PzuIqXiAlpNTLNkNF/zhMN4tJut4YHv+nrzQf8rHSdTtstUSVi+czL9+6f5\nMLs/vPkC99oCWpkFtCpNyzNe27ReFmX3sijgqS1N6PJdpM7SOQTJ00FbR5w81f+D887f/P3Idpin\niWud2g9c18XChQtRX1+Pa6+9NrN83rx5WLJkCQBgyZIlmcGu4KewEPjsZ4E33wRuuAH40Y+AiROB\ne+4B2tpyHZ0AAKGSECb/cTI23LAB+1/cn+tw8oJNm4DaWiAcznUkAnHLLbdg8+bN2LBhAx5++GGc\nffbZ+PWvf41t27Zl1vnTn/6E4447DoD6P/zhhx9GMpnEhg0bsH79esyYMSNX4QuC0N/oblvcHFs6\nOlVqn332WTz44IOYMmUKGhoaAKgyMNdffz3mz5+P++67D2PHjsXvfve7Pgk2XzFNpdBeeCHw7LPA\nbbcBN98MXHutaslbVpbrCAc3RccUYcI9E/DGR97A9JemIzI0kuuQ+jWSJNa/cV03YyW47rrrsGbN\nGhiGgaOOOgr33HMPAKC+vh7z589HfX09QqEQ7r777g7tBzmDVLakA9A/SVbdIKO6FqS1QkoVBZqj\nAJhyUOApfZ74FGsII74qjQ5xDb0vrrjSstaQVlRTll5OKqzDtncMXUkhbelzICWMe2CLk/pY1NDB\nNvyDg4xynEVJMx2/AkuvXN01A0pvsKJCsJJCUH3NtCcmVZrFEWyOEFxGJb/4+1TeC9CeWsDvjebb\nUMWDgrTy0NI8oP4uYKpuNjr5mPNqBOJxzU86HdSefvrpcJzsH4zly5dnXS50jGEAp5+uptdeAxYv\nVoODz30O+NKXgGHDch3h4GXYh4dh/wv78eYlb2LK41NgWP3sC74fIeW8+jfcRvHAAw90uN4NN9yA\nG264oY+iEgQhrxiI9gOh9zjuOOA3vwGef16VADvmGJVQxp4WCn3MUd8/Ck6bgy13bsl1KP0aUWqF\n3iY2M+0vsk9qJlUf4FnyvPkBVSQoTCF2uoPY6UqUif/LRPxfpn4kmjJ977eD6qFGbX/VA6piAPib\nI1AjBlqWtHQVg4SlFNq0pSs3uPDvi44VdvQ+qGFDyuq46gGpoL7qA1BTRxUTslVC4Pvq7Bh8njdJ\n4M0RMlUPsk2seQJNfJvg9uSL5VUQqOJBcQooS6iJVzygOIIVMITDI0/tBzKozTFHHw387GeqmQMA\nTJoEfP7zqv6t0LeYIRPH3H8MNv1gEw6uO5jrcPototQKvU6w2xJ1F6MBIe/I1RLR5bFom6SVGRzG\nZqURO9NG7Ewb2BdVk+V2+qUb/6flP37aUBOV+QrbeuBls8Eun/jglXANPdHxS5L+8lg00eDNN3B1\nWQ1QFr9vPvB+hx3F2N++QasbOI7rH4BTfHwgm+noldID0GyD4ojNymwFOotlBrSstFdwAFzABrJl\nCf9xqYQXbyBxBLVSg40RhPxABrX9hJEjgf/+b+Ctt5THtqEB+MxngA0bch3Z4KJoXBHGfmcs3vrU\nW3Bt+aWfDVFqBUEQBjh52nzhkOrUCn3H8OHArbcCX/sacPvtqvbthRcC3/ymqGN9Re0XarHjDzuw\n5Y4tGLVoVK7D6Ve4rii1wuETm+0l9FDylOX6FUxS1iihKhHS5blaIrrlLE84ou2Lk7r0U4LVS8yU\nxmLzhOEqtRcA0IEFgbBNVlLM0PHxlrlcJQX8yV8udPkrx2if1JaM6O3bQroUVrmnFCYt/6P04GP1\n4N/Z1OdsiWL0SgowLcssZ8t8SV/eciqjlWZlygyoZDUehwud6BVmiWAWO06Itb6le0yqLj8WKbI0\nX+J9rqjkl8WuxSAo49Wr5Om1EqW2n1JVBXzve8D69UBdHTBjBvDpTwMbN+Y6soGPYRqY+MuJ2HTL\nJhx8W2wInPffBwoKVN1lQRAEYYDSS0rt5s2bMWvWLEyaNAmTJ0/GnXfeCQDYvXs35syZgwkTJmDu\n3LmZ7oeAqro1fvx4TJw4EU888USnYcugtp9TWanKf61fr2qDTp8OfOELklDW2xQeXYixN4kNIYi0\nxxW6RdDP2RbSyVVJr9Vsa0gnV7VE9JSwWGtUL6Eq5Pi/NEkZJW8mV5laItoTSnFEbb/qlzVmb/9h\nW29HSVy8tW228wT0MalVLrX7pWQ2OteDYSBpqqkgrZOjaHs6HwP+NrM08eYQBtCuTW67+Lzzyta6\nlr+fNRnN1feCvLVlSVVKqzSpmh+QJ5ewXH9SWLYEt5DrTcxfy1vyFifVVMT8syVJ/T4ds6PksG4m\nLcXOTYi3tocJh8O4/fbb8cYbb+D555/HT3/6U7z55ptYvHgx5syZg3Xr1uGcc87B4sWLAQBr167F\n0qVLsXbtWjz++OO4+uqrO6zKBcigNm+orFTK7VtvAdEoMHmy6lC2Z0+uIxu41F5dCzNqYstdUg2B\nGIjtcQVBEIQAvVT9oKamBtOmTQMAlJSU4Nhjj0VjYyOWLVuGBQsWAAAWLFiARx55BADw6KOP4pJL\nLkE4HMbYsWMxbtw4rFy5ssOwZVCbZwwbBvz4x8CaNWpAO3Ei8NOfAulO6ogL3cMwDUz42QS894P3\nkNyR7HqDQYAotUJ3iD8ZQfzJiFYs06auXrC7UE97vKk5opXcsKMV2mxlpJKWXxXl/s5g6SpPhYy/\n4CL+tIX40x33LI8/ryYYULZbB/4yYqSIWkw19lVAML2JlQRLWbqSAym1VLYsavurBnD1mT/OzVra\ny1GTi/aDCV5pgW/fUWmv4PamqxXRCKtWQIptWQIY3qKm8oSeaBuuzmaLP+z4Kx7w7YIKfQGb51UR\neqjigcDog0SxjRs3YtWqVTjppJOwfft2VFdXAwCqq6uxfft2AMDWrVtRV1eX2aaurg6NjY0d7lMG\ntXlKXR3w858DTz4J/PGPwNSpQBdWE6EbFB1ThOpPVGPDtzfkOpR+gSi1giAIwpHS0tKCiy++GHfc\ncQdKS0t97xmG0WmHw87ek+oHec6UKcDy5cCyZaq+7cSJwF13AWPH5jqygcOY74zByokrUXt1LUqm\nlOQ6nJwSj6uERUHoFiTcWI5uA0uKLKB8lYBS3agNLqDneWY8ZdG3hnUlAf5dR+sa8FdaOFxISQWA\nZkPvm6oTpJjaS8c0TV3xwGbnlwjpGCmzn9RGep+uEW8Rm7Tanx+pYCbzEGeTqbiK6Ztn18dXCYGu\nMbWbdf0VC+ha0LJoWntobeZ1jLLHh5n7zvbFX3nL3DC7x1F2jWjdSGAZJ6gM9lAG/6Bsn9vda/fu\nGiC+ptNVUqkULr74Ylx22WW46KKLACh1tqmpCTU1Ndi2bRuGDx8OAKitrcXmzZsz227ZsgW1tbUd\n7luU2gGAYaiyX6+/Dpx6KnDCCcBttwGpTnIghEMnXBnG2BvH4p0vvwPX7fxxykBHlFqBoCSaw0mk\nia8IIb7Ce+xOCVNJq/NH3mE2UOIJU2RFiLBGCFTQnycZHWlnKd49K9PhyvZ3D8sWH1ktbMPfpKCy\nVU1DvYkaLJiuShZLhPTg14C/QQE/hhE4Hm9cwDuu+RK+2DpZbBkwwJK1vOQtfi1DDrvGaW9ig0vX\n0O/TvlOB+0v7z9xf23/feKJYxn7ArA70I4AnuGWjl0pSDZrkse7aDcZNAeZepqcAruti4cKFqK+v\nx7XXXptZPm/ePCxZsgQAsGTJksxgd968eXj44YeRTCaxYcMGrF+/HjNmzOgwbBnUDiCiUeAb3wBW\nrgRWrFANHJ59NtdRDQxGfHYEkk1J7Fq2K9eh5IyDB5WPu5MfyYIgCILQIc8++ywefPBBPPXUU2ho\naEBDQwMef/xxXH/99XjyyScxYcIE/OMf/8D1118PAKivr8f8+fNRX1+P888/H3fffbfYDwYbsRjw\n178Cv/898NGPAh/4gFJuKytzHVn+YoZMjLt9HNZdvQ5V51XBjA6+34MbNihbizn4Tl3oDFc3V4gv\njxzaNtSGle2jQ7gVIfPI3fXPk1rH90OWA9vQyz21MzYzrRTjQyD+PBA7nj1qp2Py5gtUVotbB7iC\nSN/BvGkEf+WlwTK2A++cnZBuTkBlxQB9/vw68uYIGSuE658PNlfgzRcsR5+LzQYO3J4QbN6Qstj1\ntdtbPSK2Lp1GCi3NB5eFbW1BKWAqMNkQClP+RhBELySGcZvBoFBmg/SS0n366ad3WJJr+fLlWZff\ncMMNuOGGGw5p//L1NEAxDOAjHwHeeAMIh4FJk4CHH1YdoYTuUTW3CsXHFg/aEl9iPRAEQRgkSJtc\noT9SXq5Kfn3iE8BnPwssWQLcfTdw1FG5jiw/OfpHR+OV017BiE+PQLgq3PUGA4h335VyXgKDvq9s\ns3OllRE7y1Pc9rOEqZCjk61c732XughAqXOeQhr/p1ovNot9YRamtHqZ2Q/ga0rgdl92ip3uALs9\n1S5zHDP7Prlim03VTZtayeTXj1RRalQAAIVpvU87pNcNHpYnelHZLsCvyGZTZen9EFdqmarLByTZ\nlF6Kg997g63Lk8vonMgfzN+nUmEAEGHeYR5rQVpvE2IqXx8NmgZNchinl5Ta3kaU2kHCKacAr7wC\nnHmmSiS76SblkRQOj6JjijB03lA03tVxnbyBSHOz+nE0d26uIxEEQRCE7IhSO4gIh1Ui2cc/Dnzt\na0B9vWrk8B//oewKwqEx+vrRWHXaKtR9uQ6hssHxT+iaa4BZs4APfSjXkQj9DsfIKI2xWZ6i+pT/\n30Vspqe0JUhxNLTq6RpacSMV04BquQogvtIFEGiSQA0JCDvgM6WWtARfTjHN8XzAT3bhA6YKDQCw\nP6qXcW+nwZRQAHAsvyJLCjKPmXt+uaeW/LMF7D9lulbcr2oEFFMi44mla8KUTe6J5YpttpJfvNUt\n9wQH4w96W+m6lCTZMnZ9ePkuwKuuQN7ZNCsVZgMVbWq+2NtXiMXfyz7aQU+eNrAQpXYQMno0sHQp\ncP/9SrGdPRt44YVcR5U/FE0oQuWcSmz9f1tzHUqf8NBDwHPPAT/5Sa4jEQRBEPqEI22PGyzT10cM\nDplJyMqsWcCqVcC996qksmOPBW68UdW6FTpn9A2jsWb2GtReUwurqONWm/nOxo3Al74EPP44UFyc\n62iEfonhAi4pieolNjPtV//SzFMK+H243P9K6hDPiM/2zcjVwZADgPyn1NDB8q9D+yd18WBYZ+R3\nQfwFF7GjvLh5Y4BW9vWZUTBJqWUx8+YMXEHmMXGFmt7Pps5ajn9dAJnWs0HcwCsdk1cyAALqbBYl\nN6iKH6qCV8CaL4TZsXgjBSCg1Np+pddT63V1hOxZ8zq2QwtNGLiIUjvICYWAK68E3nkHuPhi4NJL\nlXL7t78B6XTX2w9WSiaXoPy0cmz7xbZch9JrpNMqwfC664Djj891NIIgCEKfIdUPhHwmElHVET71\nKeCBB4Bvfxv45CeBj31MeXCnTxffbZAx3xyD1+a9hpFXjhyQdWt/8AOgsBBYtCjXkQj9kfgTrI7n\nqd6XF6mLQZ9mRqH1/hNpY1892b73CjtXUYPeR6qT61PybKZ0WgGFz3QPuSJC7EQTSHiKIamzXHGM\npIG2sD4WHZt8uDbzDLvMP0vXJGn5/al03WhZmv3fwuvcZqt4wFXVTGth1+9DzSi87FrwlsLZPKuZ\na8W3z+LD5bFw/y1VgjDYvMXi5P5aUmqLUu1VXaHvyNPvexnUCj7CYeDTn1bTunXAb36jBramCZxx\nBjBjBnDiicBxx6l1BzOlx5eiZGoJmn7VhJGfG5nrcHqUhx4Cfv5z4MUXpdmCcAi4gQFYKjAQo/EN\nJYo57DG8k+UDxpOvDuHblZo+xM5gg7MQswJkktK8DQoOvfkCIjZreOAtS5l6cErteQE9WOclv3j4\nLtpfI17mi9sy+DWka5GtpFeQYHOEoA0j+COC2vny4wTJtpzCCyaX8VJh9D6fL2ClzoD2g9oy7wcE\nb77QVaOFHhqAxc5NSLIYkaeJYjKoFTpkwgTg5ptVMtnq1cDzz6vprrtUd6mjjwZGjlRtU2trgREj\ngIoKVRu3vBwoKwOqqoBhw5QSPBAZ860xePPSN1Hz6RqY4YEx+vvjH4EvfxlYvlzdX0EQBEHIB2RQ\nK3SJYQANDWq66iq1rLlZFePfuhVobFSva9YAe/cC+/bpafduYOdOoKhIDW6rq4GJE1VSWn29eh0z\nJn/VwPJTylEQK8D7v30fNQtqch3OEfPXv6p7/NhjwOTJuY5GyBuCiUo2Ux/3sUc69BQ5ZQVKRgW2\ndw3En+nGfwq8zBV/vE67J3W1OYrYqV75sX93IfMZrlZN6TF90vJbKkjpJNtEmKm7zVG/+prwbAmU\nQJYI6ff5NaHmC20hrQDbRpbmCwFLQNBeYLiAyZTSYNIcxzV0CbCOSmcFBbxgohmdA28+EWZWCG6L\nANQ1C7PkMCrfVZDO20fgA4I8vfYyqBW6RWkpMG2amrrCddUAd8cONfh96y3gzTeBJ59UbXybm4Gp\nU9W+GhqUf3fSJMDKk6ICo746Chu+uQHVl1fDyGPj8fLlyke9bJkkhgmCIAxqxH4gCNkxDGVLqKgA\nxo8HzjrL//6uXcresGqVGlgtXgw0NSnv7imnqGnGDGDo0NzE3xVV51bhnS+9g/3P7Uf5qeW5Dqdb\nvPiiqnzxhz8AJ5+c62iEvIN8kvRFyJVM7iO1mZ+Ufv9FmSJHZbaylag6FEJMSQ2WzuL7dYxMIlfs\nrBTiT3f8Czr+jInYeO+rkjzBJUl9LrbJkqO8jRxXK5FhG2iJ6LiCSXM81oidvWwVnZfBlFbaPuhp\ntQJKa/BaBtvo8mVc6SXMwLJs72fO1dHH50leUeaN5S1zAfXZCbPksCjbrqPYO4rlCBE/bf4jg1oh\n5wwZApxzjpqIXbuUf/e551TXs5deUv7cE05Qg92TT1ZTf/DqGqaB2s/XovGuxrwd1H7/+8D3vqeS\nAQVBEIRBjii1gtBzDBkCfPCDagIAx1G1dF98UQ1wv/IVVZ3hzDOBc88F5s5ViW25ouaTNdh480Yk\ntiYQHZlfv/a3bgX++U9V6UIQukP878o3m2mHW5wE0gVq3oD2b/LGAbxkFSmRpPKRine48NJPvPQV\nzfPqBITlIntdMUXsNBfYHYgv5GjFsSil98erO/BzJSWTVxrg14RU10RInzuplzZrmOBC+5JDTHH1\nqa7Qy+lv7rO1mCob3D5Ynotizuw74J+Ft78Quy68zS2tR/7aiK29wuTzLbD1tcxBxQNAFNqs5KmT\nLk/Tc4TBhmmqQevHPw7cfrsa3L77rmoO8Morqjva5MnAd7+rPLt9Tag8hOEfG46t9+Rf69wlS1RH\nuZKSXEciCIIgCN1HlFohbxk6FPjoR9XkOMqusHQpcPbZqtLCJz4BfOYzysvbF9R+oRZrzlmDMd8c\nAzOSH78XHQe47z7gt7/NdSTCgMBiih9veJDxhHp/84YCBrQ6F9WKXWyO2ib+5GF4jEj9TFl+xY9U\nP/L+2qwKgekidjpTGuk8aF9JS58LqZZRG2hl3tXgeSUtpqjaQAFTZZNsHcDfZthly0n1NQIqrBVQ\nLS3X74ltV53Aya6kZlNng/OZ8+Oe3UBzBd5aN2z7jwUolZa80par69BydT7C6tR210/dDUSh7YQ8\ntR/kxzevIHSBaQKnngrccQewZYuqpfvqq0AsBlx7LbBxY+/HUFxfjKJJRdjx+x29f7Ae4umnVbm1\nE0/MdSTCQCD+97CyIiQtPUCiMk98MGY5eqJEobCjBmS0Gn+Ef6jYpm5gkLR0YpY3xVeEVNOFiK0f\ny1MjBSpDRs0aeIwUX8R7VO5CDxB5Yhe9H7GBiKMm6rJleElSIVdNYa/pQNjR18qXkMUHq9D76ex9\nx/CvS4lfFCs1R8jcF2/iFgXCdLNMjn87ure0/xC7VtG0miK2uscFaWVLKUqpqSSpptKkvmbZEsM6\nGlzl55grfzB6aOpjZFArDDhMU3ltH3hADWyjUZVg9tGPAi+/3LvHrrumDo13NfbuQXqQe+9VanYe\nVyITBEEQehoZ1ApC/6OuDrjtNtUB7ZRTgA9/GJg9W9XIdXvhl/6QDw1BsimJ/S/t7/md9zC7dwP/\n93/KpywIPYoBppoaWoGliSuwDlQyFDUWoG09lS42J4nYuQnEzk10eLjY7CRis5P+/SQsNR0MZxTY\nzHr0mDzk6OYGbcyNxxPVLFcrjaQ+Rm2tIvKkM1I0I7Ze13J1gliaqcGk1EYCUzaFNJtiSfvk15Ur\nsXQt+TxXWLOpw/wQ/PgUa8jVqntG/XWynwtds8K0ni9PtL+WpFaTYp35DHXwH3QPDZjEejAwkUGt\nMCgoLVU2hHffBS6/XM1Pnw78/vfKV9pTGJaBkVePzAu19sEHVXWJqqpcRyIIgiD0Kwy3Z6Y+Rga1\nwqAiHFaD2tdeA26+WTV6mD5dKZY9pdyOWDgCOx/didSuVM/ssBdwXeAXvwCuuGOuoVMAACAASURB\nVCLXkQgDEq4EAlq1JVyDeTtd/7q0PSmRh/LFSModKX6Gq9TUqK3bsIYdHUfK0qpuMPEKQHx5JDNl\nlGXH8O+z0FMhw8wzTDHbpl4WsYGqVj1VtKmJvLWGy1Rdtq9saiT/uyNFN6ju2oZSk1OBe8CV3Ix6\ny4/F9ocsx82ov2z7EPPSFqbURGW6IrZWdoOfj+D9F3KP2A8EIX8wTeCCC1RpsO98B/j614HTTgOe\neurI9x2uCmPoBUPR9EDTke+sl3jxRaC1tX13N0EQBEHIV6SklzCoMQzls503T5UD+8xngGOOAX74\nQ2DSpO7vd8RnR2Dd59ah7kt1MPphFta99wILF6rBvSD0KlyA44X8eZkvUkt569hMa9Wu1Voq+xWb\ny3y3VBqrLdS+4UBrSKtICSvji42vSrff94pQ5iRi9H+C5QKl3rGaI+2bS/Bz4aXNShO61Be97wJo\nDXvzhr/RggraH1Cw5JbB5nl5L7457cIx2D2g/TjZy3Px80hT+bN0+4oUIUc3giBFFvCVZ/O1yaXN\nSTW2Av6vXn5kLV7aQ0RKeglC/mJZwKWXAmvXAnPmqGYOV14JbN/evf2Vn14OuMC+Z/f1bKA9wDvv\nAH/8I7BgQa4jEQRBEPolYj8QhPwnElFJZG+/DRQXK7X2hz8EUodpjzUMAyM+MwLbfrGtdwLtJrYN\nfOpTwDe/CYwcmetohAGLbQYqGngKImXpA7p+LPlVHUNXITgQUWpqawhIWoj/LXpoChvtMxXw79J+\nm6NqSlp6WdLSntuuiLKsffLPmq6/JitNtM+CtPaMtoWUnzfFjhm1gUhaTbzqAm+p2xncU8u9qsHl\n5HkN3gt+r1xWgcJlf3MfbWc+3iirepCpcsCWcVU2m482T9XBAYkkignCwKGyEvjxj4EXXgD+8Q9V\n53blysPbR/Xl1SphbE//SRi74w5lufjSl3IdiTCg4Q0VAP8AkAZC1BwhafkHVW5ggHs434uu4U8w\nM1x/yalMiSo2uKOmAMXJrvdPA9bilH8AGwokSVmO/0udEtTSrNEDxVKYAgpsNUXs7IlURLZEML6M\nTzRopcQzK7A/rqRRTDb7gUHbu8h+HL4s03iBDeZ5aS9e8ivT8KEbgx4p4yV0gQxqBaETjj4aeOwx\n4PrrgQsvBL74RaC5+dC2jQyNYMj5Q7D9wW56GHqYt94CbrkFuP9+8dIKgiAInSD2A0EYmBgGcMkl\nwBtvAAcOAPX1wB/+cGglwEZ8VlkQ3N7o9HAYpNPKQ/vd76qBuiD0Kqar26EWprSS5wbUWMfIrtga\nri6ZFToEWwDB7Q2kPoYcva/ShJp4W1denqsDYmenEDs7xR6zp5k6a+uJjmlAq5MG/I//yWrAW9fS\nfFlCXzfahsOtHB0NIOi6cnWWq6PBpg088SvbIIQv43YIrgDz60kKLV2TsO0vUxYsCdbZwCfHA6RB\njdgPBGFgU1UF3Hcf8JvfADfeCJx/PrB+fefbVMysgNPqYP8Lue0w9qMfqQYUV16Z0zAEQRAEodeQ\nQa0gHCZnngmsWqXa7Z5yihrgtrZmXzeTMPbz3CWMvfqq8gffd5/YDoS+If5USCs1Ga8l855y0qZW\nD3mSlacuxv8RPvwAHIP5PJmKSIqfxea5atwVtE3K8ieNcSU2eI5hz4NbnAJKkkBRWk20bYG3vCSp\nYqXmDFyp5qpX0DMc9MlmVFlkT+wKvs9VW6C9kkpqLl2foALH2+NaTKHn1zzrtexC1esFZbazVstC\nALEfCMLgIRwGvvpVYPVqZUuYNg3417+yr1uzoAY7/rgD6X0dP97sLbZvV17gO+4Axozp88MLgiAI\n+YjYDwRh8FFXB/z+98BttwEf+xhwzTVAS4t/nUh1BFVzqrD9t32bMNbaqga0l1+uavAKQp/CldJI\nIPOdsuILmMppsfUKU4de0gpAbHYSsf/f3puH2VGWef/fqjpL70u2TpsOJpWFEAhNx5BEIBAMCa4I\n4kRRMS+BWeB6fzMjXIjw+80IXq8k6jiOMPLKjDAyzozCNcoyEgIEsgAaAyYRNMp2AtmXTtJJr2ep\nen5/VD313FWnTq9n6dN9f66rrj5d2/M8VafPuftb3+e+r0j5syy47SdeiGbP4geUItkdVZ7egaBq\np5cdgCjMUqWk2R8itjp/1Fa+Xjn+mO2otRVuRgWZ8ksekysTQli/dDtEkQ3JeODztgr/upznFuHr\n6S2qCFGvfe0PEOQUQeEzr0yyYjuG4aCWYfLA1VcDv/+9E9AuWAA8/7x/+9QbpuLIj4tXNte2nYlh\npgncfXfRmmUYhmHGAmw/YJjxTWOjky7rhz8EbrrJWTo63G2rGpHcn0T3nu6i9OXv/x44cAB4+GFg\nFFbpZcYDcsZ7BZnpL72lMUt5RqO2Uya2N+oUXeiOAWfiXvEFc1n/2Q/MVUnl+Uy7hRdszcukYF6R\nUlkJvBysxJNam1IKaw4SL0Ydb6+voASy1U2f99RdbE2pmjRbghx/XdKfpzZYyMHW/P0fCF0ubpvU\nMxzMPyvc+xSxnCUsDy2gXhu2uq8Sb33Aq+ttH7jLnN1gFFIg+8HatWvR1NSEBQsWeOvuvvtutLS0\noK2tDW1tbXjmmWe8bevWrcOcOXMwb948PPfccwN2m4NahskzV14JvPGGU53svPOAX/4S0CM6mq5v\nKopa+8gjwE9/Cjz5JFBRUfDmGIZhmLFGgZTaG264ARs3bvQ3pWm49dZbsWvXLuzatQsf+9jHAAB7\n9uzBo48+ij179mDjxo245ZZbYNv9/5PLQS3DFIC6OuCBB4Cf/MSp3vWlLwEVV0/F0Z8chZ0ZQt7N\nIfLoo8AddziB9OTJBWuGYQYk8ULU8bPGXTWyLulX9GgVLlkStyvmLJ1xVVEso8O8PAPz8hwTLaUH\nNU08sTT/rcxVGyEqo1QwheaV4h2Sp5ZWBhMgX+KuOkUFqggZs26r6mVSHabtVqUd5bg2pfajGRXC\nKnEFPbNhfab7Bj21hu1Xd4MVzXThV2elwku3yfLE3TF1D+U1HYy6zIwbli1bhsbGxqz1Ybncn3zy\nSVx33XWIRqOYMWMGZs+ejR0DlPbkoJZhCsjllzsptSZOBJb8WTWSDXGcevZUQdr6yU+Ar3zF8fOe\nc05BmmCYoaNBTZqSqavopDFDqEfykqq0CpR6I+o1wZscltFVACWD24yuAjGB7ONlgQdZjOBkpbMM\nQOJlHYmXXRsADc6DBRF0odKY0SIFQssuIwuooJWWt6VlZn2pzkhg7qXectungSgNhuX19QXYAZtB\n8FExLaxAbRXB4hkZXZ1fF9mlg/ub4FZC5IQxnjSWgyJnP7j//vvR2tqKG2+8ER2ub+/QoUNoaWnx\n9mlpacHBgwf7PQ8HtQxTYKqrnZRaDz8MPHy4Gc/degTJPH+OPvwwcOedwAsvOBPVGIZhGGbYFHGi\n2M0334y9e/di9+7daG5uxm233Za7WwNMEokMrkmGYUbKqlVA628nY/e8d/GRRWn866NRzJ8/8vM+\n+CDwzW8CL74IzJ078vMxTD5JPB+DuTLl/CKVyeq0k0oLcNJ3nY47r+U6S1MFDHR3shkA8zJLnSft\najJ9EWd/QB0jNGeymdxXqoXexCfSQU046vFQkIqqfC1L7EoLhFSA5XbpOJIT1AA1MS1mKQtCPOOM\nh2II5xrJsdI+yJ/ytSFUaV1vnZ1jX7kf1PWgyppUZqV9QyKvtfyZIRPY6LUWZD9j8IodU+bs+T2w\n5w9DOmTKlCne65tuugmf+tSnAADTpk3D/v37vW0HDhzAtGnT+j0XK7UMU0SaZkXR8tmJ+JvzjmLZ\nMuCjHwUeewzo6xv6uSzLyXKwbh2weTMHtAzDMEyeGK7d4NxzgT9brZZBcPiwqrj5+OOPe5kRrrrq\nKvzsZz9DKpXC3r178fbbb2Px4sX9nouVWoYpMs03TEXvnQns39+Cxx8H/uVfgFtucYo3XHstcNFF\nQDze/zmOHgW++EUnH+327cDUqcXpO8MMC6okAsqLCgA9pAxuknwlyX2rSaotqSSmdf8Eq5jl/yk0\nx88KOPt5qqr7U8Dxp9J2hkJlWqmTtq4UZjnOuKVU24yu2pIlgeUYZF8kEVupstJjbGWAzpjzWoO6\nbhq5pjpZ56mucqyBx7XB7cFSu/0VvBCaOk6OKa2rMaQMdS55fUoYZSSedT5IB/LNyu1yfwaDtg4M\nleuuuw5bt25Fe3s7pk+fjnvuuQdbtmzB7t27oWkaZs6ciQcffBAAMH/+fKxevRrz589HJBLBAw88\nwPYDhhltNK5oRPpYGvY7XfjiF2vwxS8C778P/Pu/O77YPXuASy4BVq4Eli8H5s0DKskclm3bnAph\na9cCX/86YAxi0jbDMAzDDJoClbj96U9/mrVu7dq1Ofe/6667cNdddw36/BzUMkyR0QwNTV92ctbO\n/sfZAIAPfhD4u79zllOnHH/sc88BP/oRkEg4SuzZZwNTpjjZDX78YycfLsOUBcG0TgZRFPsiSnX1\n1MuIk9YKUNkN5HGAm6pL86+jRC0kXnLUU3OZmzIMUOpiRUYdL88HwFzq/JrYPsB4qtJ+xVWeK+l6\na3sjRLXNqP5rtlKm5brqNNBL1E3pz62QPl2deILtbH+wbqtrQD2ztBxwfwgNoOmU5HH0sLAAxysy\nQe5lylCqde0Qfcp5IkxtHapiWwxYFS4MHNQyTAmY+uWp2HXZLsz6h1nQdP8XfmOjY0O49lrn90wG\neO894E9/cgLce+8FSJYThmEYhskvZZpemINahikBVWdXITopijPbz6D+ovp+941EgNmznYVhyg2f\n+kUzBhh29s5UiZVYWnZhhIxOPKPCUw2Vwqr2T7ykw1wa8KFS4THpFn0AHFUVgHlJ2slHmwuqiFZk\nVA5c93gIKPW2J0ZUUwC1Sf9YZS5eADhRpfaV3tq0TlRbch2oEksDED2g0AbL3UrCBFwN4Z5ayx1f\nLEO8xKQccIb4g737Io/V/BkRwlRfnyoc0q88QdVRzk87AAWyHxQaDmoZpkRMvmYy2h9vHzCoZZgx\nA52cJK0AdUmnEhUA9Lg7VGaAejclSE1KBU00uKVBmwwAcyX0kY/0dRJIxkixh6R7XpkGzBBQebiy\nSWyJOLYG2Sc5LpkaTBZaAJzgT57fohPFNNUmDVaDdgqaMkwgO+iUlcAAf0AoSHRJA93BpvyiKbki\n5MReEQb394yubCPUZiJfBscjz1uGQVPQMsCB8eiDU3oxTImYdM0kHH/8eGh5QIZhGIYpGUUsvpBP\nWKllmBJR01YDkRbo/kM3as6rKXV3GKZ4yPKrgL9crHzMXduj1NmeqF9VBRy1Tz7er0uSErvhOk1i\ns/NVZ65wFV2h2kpsM2BelPa3Pxik1aAOSrWUinPGUuqxrQGWq+D2RYBedyKVHF/EVuOjxRWkOpvR\nlT0iIlRjcvx6QImVCqi8vgadSBaYVBZ2fNC+IMsAw206mJ7NJvaQ7pi6F1IRjlrhRS/KiFyTuvqb\n7BWm4pbV5LAyVNIBVmoZpmRomoZJV09C++Ptpe4KwzAMw5Q9rNQyTAmZdM0kvHvru5jxdzNK3RWG\nKQiJZ+NKtaLppagSKCdCSXVzb6OaUNXcpRRU6d20iCe2aoBJXRRv8pIOn2dW+nurU6Rv/cuKiU0x\n77V5kXucVCzp5DadqNKGUEUh5E8N/gIUEunDtTWlfmZEdnozwyYFESy1npYZ1unrgBJrBCaSBT23\n9BjZH0DdC9o+nfQWl2WQyeSyiD1wsQu5eZiq7mALKfjel4M8Z/D4gc5f1pSpqs5KLcOUkPpL6pHc\nn0Tf+8Ook8swDMMwhWC4ZXKDS5FhpZZhSoge0THxUxPR/kQ7Wv6Gk88y4wjPp6kpf6pUbG3NSW8l\nt9dQBdWFps8aJIkX3YIMFyvF07w8o86bUlkKzDb3dW0SiW0DlO2TSm+j+8/pyUogLdVVUvwhLOWV\ngBp3zFLFCyTUcyugMhHI4w2irkZt9ZoqrlId1ZCt1Mr1we2D9cHamvIHR4n3WfqD+yJKAQ/NzoCC\nBD/mlclBq6mcxSAEVmoZhhkOk652siAwDMMwDDN8WKllmBLTuLIRf7z+j0gdTyE2OTbwAQxTZvSr\niEUtpdrJ7AGWpmb8G7ZSOqWiOaHXU28Tr+XOJ5uTqAVkoqotWhQCcPyi0gfaF8GAcrD0r8qMBFVp\n4v8lpW8tTfmD5b4alFJZTUrLJt0x26R4QUVGKWiyfzTPLM1UIJXaoDobVkaXemr7U+hoX+U9Exrx\n2RpqfNRnK+9lTUqp2gOW78WI1cKBFFj5vix7/2shKNPsBxzUMkyJMSoNNK5sxIlfnkDzDc2l7g7D\nFB46ecom9oIG9/H9sWoV9J2Jq+3V7kSyib3Zab6GAg2WeqIq0JL2AwH/RKsBSLzg2houJemsosQS\nECdBbZ8bTMvy2DYJqmnFLWo5kIFiRlfBqvz2jpCgnk7aopYDgwStYRXH6Fi1wPZc0EBY3itLU8G8\n/EfEsNV9S0YAEKuF7B8z+ijT+8L2A4YZBcjqYgzDMAzDDA9WahlmFDDh4xPw1s1vIdOVQaSG/yyZ\nsQl9zKsKIWhKfZRpvOIZoIY8npeqYWOv87M6NTzbgezH5gjMy1zFsDuq1EWvRCx8j8/ND5NCEQAS\nW8MnjskJZealabWSFo+wNWUxkEUYkgaxGkBZFaQVQxdARKqawq/qyu3UfhAsjhBUZ6ktIXi8Qe0J\ncrvtV3Vp+V/AVZFpyeGI/3hDqDFRqwQl16Sx4K4jVA/ZZjAEytR+wEotw4wCoo1R1C2pw6lNp0rd\nlXHHiWdOwOobwaNshmGYsUaZpvTioJZhRgkNKxpweuvpUndjXJE6msKe6/aUuhvjE/mlZ9iOVzSj\nO4ppWnfUvN6os3TGnAlIacNRPXuiSOwc+T8hia2Go7hWZByFk3pTg6mn3HYdVXWA9F5wFVvDTaXV\n0KfUUF04hRTiFlCRdhZDOH2oyACTerNPZgjHlxt1+xjPOIssLxyxHSU3YqnywxE3tZcskUvXyX74\n9hNKpe1vodjuBDE5+U0uEsvdljSA03Fn6Y45Sm4you45MzrR8rQUGX5HMcwooeHSBnRs6yh1N8YV\n7U+1Y8JHJ8CoGDhQYRiGYUY3bN5jmFFC7aJa9L7Vi8zpDCL1/KdZDNp/0Y6pN0wtdTfGJzLTAFXs\npM/UsJVnsysG1Lo+1DrHc2vOiCHxe5L+aiTQLApUOaSeUSlSuqvMy6ycvlpJ4jfOQeaStJPiC3BU\nX1mUQPpII7ZSf/sifn+s7IdcF7OUGmqHPNqlxQ+kpzaYxouu99aFlNH1siAgXHGjKb1k9oMMyX5A\nszjI63o6nv1IWsv4VXJmdMCeWoZhRoIe01F7YS1Ov8IWhGKQ7kjj9CunMeFjE0rdFYZhmNFFmdoP\nWA5imFFE/aX16NjWgYkfn1jqrox5Tj59Eg3LGxCp5Y/BYmNeainFsjvm+GYBpdR2xZ38tIDjH5Xq\nX6e7rjIDID9KbeLFKMzl7ux8qVJmdP+MfKluSnXZsJ3yunAyKfR7/t8ImAvS6rwxd3+puKaI4msQ\nb28lyaAgyehKQYuE5JP1FVJw12kh6+T64Lr+1uc6HlCqtq0DlryG5JrJ46KWusfyGJqxYRA5gRmm\nP/jTnGFGEQ2XNmDv/7e31N0YFxz/xXFM+sykUneDKWfifwez1H1gBs1Q7lVi47qC9aMsKNPiCxzU\nMswoom5pHbpe74LVY8Go4slLhcLqsXBq0ymc/S9nl7or4xODlGM1bCezAKB+dkeVj7UnqlS9E5XO\nz4k9hekXraxF87FKTygtBys0oPNeJF4Z+NvfXOq+6I451dIAoKNC/bRC2pJ5as/E/f5jK6S9MAWV\n5pulSqhXRjckj21FRp1fJ4pwWJld6d81hHpNs0jIimoySwPgeItlqWPpM67vc7JByPMb/fhr8xBo\nca7aQVKmnloOahlmFGFUGahprcGZ7WfQ+JHGUndnzHLy2ZOovbAW0YnRUndlXOI8sncnUi0MlHkF\nlDVBIgNMGfzIwChfyECMThSTloe0roJt+hjdHkKEJQPImKWKL8i2eiKO3QJwJowZgWCClhQWgDcV\nJliEQe4bDFrl+uB2PSSolenD6Plz2RsoNgnKRWCdTO0FONdSM/znjcQA4Qa48Qwg3PHx5DFmGPBE\nMYYZZTRc2oCOrZzaq5C0/6Idkz8zudTdYBiGGZ2U6USxAYPatWvXoqmpCQsWLPDW3X333WhpaUFb\nWxva2tqwcePGgnaSYcYT9ZfW4/Q2zoBQKOyUjRNPn8Ckq8een9ayLLS1teFTn/oUAODkyZNYuXIl\n5s6di1WrVqGjQ/2ztG7dOsyZMwfz5s3Dc889V6ouO+pgdcpZOuPOkoyQ5P66Kk6Q0ZxFPrrPF7Jw\nQK4vYlkwQfYpo6viBoMg8Yrm2BRilpOerDalJnDVpYCapLPELaVsykf5sYx/spcRKJgg9/OKKQQK\nKUQtdcxAxRXoQs8viz8A2fv5ytqSQgwC7qKp65Yy1NIXcZYud6JgZ8z5XW63WHMrKWO1otgNN9yQ\nFbRqmoZbb70Vu3btwq5du/DRj360YB1kmPFG/UX1OPPqGdhJfvxWCDo2d6BqXhXiHxh73rrvf//7\nmD9/PjTNiczWr1+PlStX4q233sKKFSuwfv16AMCePXvw6KOPYs+ePdi4cSNuueUW2Da/3xiGcRmr\nSu2yZcvQ2Jjt7ROiPE3EDDPaidRHUHV2FTpf6yx1V8YkYzXrwYEDB7BhwwbcdNNN3ufzU089hTVr\n1gAA1qxZgyeeeAIA8OSTT+K6665DNBrFjBkzMHv2bOzYsaM0Hbc0IBVxljMklZfQnCVqqaUn5iy2\nBnOhAXNhfiZTJjZHHJ+vT6l01c2ona0+pVTJXnOZDfMjaZgfCUnBFWzn11BlbuuTzhKzlBJckwSq\n084iJ1jFLb9q6gUMQvlhad9kv6VySwOMgUriGrb/vNR3qwlSlpeovsEARr6mZXTla6rkBhXbvohK\n2QYoby4lD2GHeWXSW5ixx7D1/fvvvx+tra248cYbfY+0GIYZOVwytzAIS6D9iXZMvmbs+Wm/8pWv\n4Dvf+Q50XX2sHz16FE1NTQCApqYmHD16FABw6NAhtLS0ePu1tLTg4MGDxe0wwzCjl7FqPwjj5ptv\nxt69e7F79240Nzfjtttuy3e/GGZcU38Z+2oLwelfnUasOYbKWZWl7kpe+eUvf4kpU6agra0t51M0\nTdM8W0Ku7aUgsdMCGvqcZc4JZzFspWhWZJRqWZVylojt+G6TeU7gIxVhmdJLuLP5pdIoVc6gl9Xd\n11yRhrliAMW2yi2b29jrLPV9al13zElnJlOaCbhjzzhL1M721ALhj3rl8VR19im8truQMclCCTIN\nWFCJ1UT29pz+WihlVZZClinJqHpra+pe9kY8BRwpgxyjs8e22JSp/WBYnwhTpkzxXt90003epIQg\nd999t/d6+fLlWL58+XCaY5hxR/0l9fjTmj/BztjQI/xhni9OPH0Ck64Ktx5s2bIFW7ZsKW6H8sSv\nfvUrPPXUU9iwYQP6+vpw5swZXH/99WhqasKRI0cwdepUHD582PvsnjZtGvbv3+8df+DAAUybNi30\n3P/0k03e66Xnm1jayuUGGGa0sf13CWx/PVHqbpQcTQzCHPvee+/hU5/6FN544w0AwOHDh9Hc3AwA\n+N73vodXX30V//Vf/+U/saax75ZhRsCO83Zg3o/noW5RXam7Mmb47YW/xazvzkLDpQ0D7luun2Fb\nt27FP/zDP+B//ud/8NWvfhUTJ07EHXfcgfXr16OjowPr16/Hnj178IUvfAE7duzAwYMHccUVV+Cd\nd97JUms1TStKZSVzgVto4KhbmGDPZFVO1bCBCb3O64Y+94BTQI2T7zWxI3/3yFxJcsj2knK2Ms+q\nzAlbmfYXapCQ0q+JF/vPgWwuc48/HXcWAHhnoiowIbMN2JqTvxZwfqbcfsk8ujRfrlRQab9ohgap\nvNL1dB1VW2UuYKnQuuPyoK89P63Ibt9XsIEWZ3BzDtPiDFFLlf+tS6pSwfKYmOXv6zAodPGFMK9u\nKQo+mB+9c9ifX5qmAVv+LT8dWX5DUT9HB1Rqr7vuOmzduhXt7e2YPn067rnnHmzZsgW7d++GpmmY\nOXMmHnzwwWL0lWHGFQ2XNuD0ttMc1OaJ9Mk0et7sQd3SsX89ZXD6ta99DatXr8ZDDz2EGTNm4LHH\nHgMAzJ8/H6tXr8b8+fMRiUTwwAMPlMx+AACJN9xgEs5PU0xRgWzSAKZ0O68/4EyeTOwpzCSfxPNO\ncG0uz6igyRbKqCfjuO6YCgoNoV7L4EwMfC0TLzknNc8HEHOPr06pwhMykI3YqlCDtD1Q0rpqjwaV\nMhClQWlo8QWyna73FWxA9nbZZq4qYDTY9o6BCsYlcvKYfK25wXR3VBW9qE2qc9KKZXSMgyAfweVw\nJpjJY8qqmlnpPg5GxIBB7U9/+tOsdWvXri1IZxiGUdRfWo9jPz2G6bdOL3VXxgQdmztQf0k99NjY\ntnNcdtlluOyyywAAEyZMwKZNm0L3u+uuu3DXXXcVs2sMw5QLXCaXYZh8Un9xPd7563cghCipijZW\nOLXpFBqv4NLDZcHZ7cC+euf19DPA5B7ndW0q9zF5JLElAvNi+fheZCuvulDqaVpTCq0s4zuUeKA6\nrc4ftZ3H7oCyYlAlNA5nAhXgszp4x9taiBKbw14Qpr7S9WGP+YOqrSRMKaZKbhh0EpnsU19EjStl\nONcGUFaUlAFUukqunVGqrfwZ6Fu+ldGRpgEb6PiyUnKHydq1a/H0009jypQpnqX15MmT+NznPof3\n33/fe6LU0OBYxNatW4eHH34YhmHgvvvuw6pVq/o9/9iWLBimjIm3xKFFNPS911fqrowJOKhlGIYZ\nJAXKfhBW0CufRWJYqWWYUYqmaahbUoczvzmDypljKwVVsel9rxeZMxlU/8gkrwAAIABJREFUn1dd\n6q4wg+F0BdDk+mibupB41339bhH7IBVDAaUkyloPFrJ9tvSYaP9fvJTErwHzQ67C29QFHHA931Th\njBL/bpWrXqbcdWnD6Y/cHqa0hvljqZIbVGMBpURHiHeVYhB1NDgZDYBPrpYvLT37/FQJt6Em5Wma\n8hfLdZUZpVRr5Dg6+S2PD7WKXaCBtpd4Nj6s9vOm9hbIfrBs2TK89957vnVPPfUUtm7dCsApErN8\n+XKsX78+Z5GYpUuX5jw/K7UMM4qpW1qHzt9wZbGR0vFCBxpXNELT2cbBMAwzmshnkRhWahlmFFO7\npBZ779xb6m6UPadeYOtBOZGwDgLd8pcSdUIKVTpRBOk6ia0Rf61UHwev1AJA4reO1Gou7HOUVwA4\nXq3OL4nYylMqV2d0JU8JrX+FLZdSG6bqeup0YCxBJdinmOZou7//JWVxi+C5Mrp/H+9cMr2YrrzM\nBVAVS11Gd7jt563fJfr/f6RFYjioZZhRTO2iWnS93gU7ZY/5WfuFQtgCp144BXMdFw1gGIYZFMP9\nR2Hnn4Cdbw7pkHwUiZHwtyTDjGIiNRFUzqpE1++6St2VsqX7992I1EVQ8cGKUneFKSMS250FcUuV\nw/Vq2sNfHtYt9yqPSWwZnl6U2GkBE3uc5ZzjzmKeAqadcZYPdDpFEWjp4FxlbL2+5lJPQ8ZC18t1\n6UDp3P7OSZHHG8J/fBi0HK58bWuqVHHacJaeKNAVcxbahiyjS7JUjIdMAqOShfOAmz6tlkFw1VVX\n4ZFHHgEAPPLII7j66qu99T/72c+QSqWwd+9evP3221i8eHG/52KllmFGOXVLnclidReO/aIBhYCz\nHjAMwwyRAtkPggW9vvGNb+S1SMygyuQOh3ItMckwo43DDx3Gqc2nMP8/5pe6K2XJ6x9/Hc03NmPy\ntZOHdBx/hhWvTO5oxlyRVtW95Mx7oSmfJ6lyldeSvR9y2+qLqNn/vRHltZV5fE9Vqr7QfLrUE+uV\nzBX+14BfpZW/05+GrbIvUIXWoMeEZD+g3ltfHtzANQr6fPWQftM+S49vdVpVmpPldA3/WEaq1pba\nVzsitLtHViZ3+7/mpx9L/7yon6NsP2CYUU7tklrOgDBM7JSN0y+fRsPlDaXuClOuCKjH4Dlyb8rH\n4+bFQhVtGCGJ31rOBLLqlAr2NKjH83VJZ4laQ7AcwG8FoHaCoO2AnifMqiDgT3cWPH+Y5SBYjjdo\nR3BtHLBdywG1JVi6E9zTfXrcUrpyv/H9P2h+KVCe2kLDQS3DjHKqz6lG6mgK6RPpUnel7Diz/Qyq\nzq5CdEK01F1hGIZhCgwHtQwzytEMDbUX1uLMjjOl7krZwam8mJGSeDGqJopJ6IQsQCmHnTFnyWf7\nOwTQXuUsh2odC0JvBGjoc5Z6V62Vim0YVMkNKrF6YKGqLE0bRsvZBs9JXw8V2meNKMACfoXW0vwT\nyVKGWuT1l7YQVmxHTlDBH+5SZDioZZgyoG5JHc5s56B2qJzadAoNK9h6wDAMMyTK1H7A2Q8Ypgyo\nW1KHg/+3/0oqjJ/0qTS63+hG/cX1pe4KM8oIliMdEDlRTEInZBkC0FwV153QZS6zkXgpj5rRpB7n\nZ29UFWeQ5XKndill8nTcUTMBUtAA2WooyDrfNmQHIrl+H64KF5xIRtdRqOIqr7cFeFpcWlcT9+TP\niA3IqoGFVgkFShK0Mf3DSi3DlAG1S2rRuaNz3M/GHwqnNp1C/bJ6GJXGwDszDMMwijK1H7BSyzBl\nQHxqHEadgd63e1E1t6rU3SkLTj5zEhM+OqHU3WDKHPOKlFJH+8hXZlgaLZnmqjcCYGilcvulNuX8\nnNKtVM2k25c+Q6mzUZuU9CX9kn2lGQfCyuT6PLMh2y3d8e7m2hcIVy+D6nDYtrB9ZalcORaa5itt\nABlNvQaAjOXdg8Tz+fU2jzvKVIVmpZZhygT21Q4eIQRObjyJCR/joJZhGGbIsFLLMEwhqVviVBab\n+uWppe7KqKf79W7oVTqqZrOqzWSTeDbu+WrNVUkknsv21ZpXpNQvMvNBRcb5mTSUj1POuqdELZiX\nOopmYlse7C+y3cndTmlcADhc4/w0BBB3t8tMAJSMrtTNqD2AKgu/ghu2LktZJa+pTBYW0ORSdynB\naynHIH9asvhCSqnV9FSFjqPC2iqxqhnmCzdL0I/RAAe1DFMm1C2tw9H/OlrqbpQFJzeexMSPTSx1\nN5gywVyZ8v2eeD7mn7wknQQ0EKPVxYKBYNpwHoXniyg5V507yU1OXtOFskWkDGcCFe2fpQPSiy9T\nYwGALDdqBOwHQauAHrIu+FpCJ08NNKFMDDChi66WgbqlqfUpIzsA1oWTgm0E9FtFLKxPbrsAsq9J\ncGh5Dn5HWjGtX9h+wDBMIalpq0HPH3tg9ebxy3KMcuKZE+ynZRiGGS5sP2AYppAYlQaqzqlC184u\nTlPVD5kzGXT9tgsNyzk/LTNIApO+zCtSSgWUif0BJ6UWAJyqcMqzAkDcUvYEqdjFLHWuS60RWxAS\nm5xJT+ZllmpDpvTqifoncsXdf3rlpDWL9J9aEQxv0Cr4kKV4Af9EMZB1clKaHHOuiV7eam14wY2G\nbCXWIjocHUsmoE4XCt/kO/LaIqpzWHoy7xiUrQJaLrBSyzBlRP2H63my2ACceuEU6j5cB6OaU3kx\nDMMMCy6+wDBMoalbWofjjx/HdEwvdVdGLZz1gBkM1I9ornBVT6m4iUBJWDkh6bR7zMlKp0Qt4Ezi\nktst8i0ufbBGHlN76UIpoDKNVW9UleatSisFVfpsO+JDm9AUpjSGeWnpOfMZvPjOG0g/RruW0ZXa\n3O5OCLV0mBf3Oq9jSkHPW3ovPaBaUzXfbd+Xym2khSpKSTn2GazUMkxZUfdhTuvVH0IIzk/LMAwz\nTmGllmHKiIqZFRApgb79faiYXlHq7ow6ev7YA+hA1TxO5cUMnsQLjj/WXEbK3XqlWTXgtPu3drLS\n+Rm3gGpX3a3IqNdSHc3o6rUG5K0QQ1pXCq1M7VWZVqqxABCRnlm3za4Y0On6fw3i+ZSKbi6XTmhK\nrrD9AuuDPlifookQ1VVDdpoA+LML0OwL0jcbtdVhZ1wF3dLVdalWGS289GzUM4wRZg/QoPotFePg\ntZQeYJpJolwoU+8vK7UMU0Zomuaotb9mtTYMqdJqWpl+IjMMw4wGOPsBwzDFQFoQpqyeUuqujDpO\nbjyJaf97Wqm7Mabw8nZmdE/RHLNIJc3WlLgqNFX8oNH1a9amvHWJV9Q/UObStDpeKqrdUZitrrfz\nd+msJs1ltqeqJraEfyWbl5OiD57n1H3R2AdUku1StUxWqv28ohGR7NKzwWINPgUV2cGJbvs2Z+Fl\nP8ixg2zPp9gO8E+o3By1gIz7Huwm70WpOp+JAzVElZVtSfU2SsrsDkc1DR4iz+/zHJOdgn5qi3i1\nA6rxoNrNl8o8GMpUF+CglmHKjLqlddh7595Sd2PUkenK4Mz2Mzj3F+eWuitjCzn5Ka07KaUAJLaO\n8cwSuiDBH1RQIQOm6pQKpECCKxpcdrmTk1KGl/7LbKkEpnT7z9UZJ8FPDpuCDJ7ShgrGZKBamVGv\n+yLqkbd8TN8VU69pwEUDNBmA0rEOVBGM9s2g5w0UVciVxsoXEA4QYNLNcgJeRgcy7jlkJBOcyCXT\nrsnx16RUX6PW8AoteNtJIQh6/WgfggG0rTmBNZAd4AIBGwd5XcxgtszhoJZhyoy6C+vQ9XoX7KQN\nPc4OIknH5g7UXliLSC1/rDEMw4yIMs1+wJ/+DFNmGNUGquZWoXNXJ+qXchEGSfsv2jHp05NK3Y2x\nh3yMnjI8FdC8EEi8msdUVaMF+T1ua351TSPrAed3I/tLP7HZ+Uo1L7VUcYS+iL8owGn/BM/Erky/\nXTIvsb1H7YnXsq+5eanlV1cr3a91WS63NqXU286Yeu1NhNOV6hwWxwz3MTS1H4RZEgZScsP6YAjA\nJpOzghYHAaWQV6WV2q6519jSAVqQUaq+/SnJwX5TddbW/OtooQ5dqPcILVQhz0WtCd6EMhH+viMB\nJlWXC1smtzyDWpZ5GKYM4clifuy0jfb/acekz3BQyzAMM15hpZZhypC6D9fhxC9PlLobo4aOLR2o\nnF3Jac4KQR9R/qTyZWswF7jba5NI/KpMZ5UEEURlk+hCKW1p5Vftz1ec2GbAvNhVAeuSSu22Nb8X\nFkAumdJcTiZ3eftm61CJbQbMS93ttGSuVIqr0o7HF3DunxyD/BkhiqHIkV5rIOQpcslkYcUfqPeW\nqqI6UXWDx2lCeVJ9+5L25QSyzpi/VDDgKLNy0hidzCcVW6H5770IKLHyOPmzv0l3afJaXuOoBQg6\nUSyQfg3wlwIeQC0NeoLzqtyW6Z80K7UMU4bULWWllnL8v49j8rWTS90NhmGYsQGXyWUYplhUzq6E\n3WsjeTCJ+LTxPRtWWALtT7Rj4a8XlrorY5LEbxy1yLwkDZxy00QFBCSpKuZKSVUuJF5yPcMfSSsV\njyq1UjmLZ2Be4abh2jRACdY0UXR9KuAAnfHazBAlL0dbct/KDFDvFmKQhSJ0oVTbE1VqfTVJfSX7\nFbP8/lDAHTNRLLWAOqqB+HMR6jUOVTypIksJs2oHswzAbScTUEg1KKnueLWjkntjAFCfVOpq2lDX\nQKqjulCqrqWH3yNLPa3I6h/1zNJ7LfdNkr8Pw1aqM31/GSQ7gu8eYMAgsd9sDkOFPbUMwxQLTdMc\ntZZL5uL0y6cR/0AclWZlqbvCMAzDlJDy/reaYcYxdUvrcPrXp8f9Y/fjPz+OSdfyBLFCk3hZh3mJ\nW3zgZKVSpNKG8imOFYTmz1ggibvjtPTBP1q1Nb9nMuDDNC+zQv25AyrAdN8X3Ty4yzPKfyvV2eoU\n0Eu+6qWn18tdC79S6Pk8Q1RlAcCWqibJmDBQGdhQTy1ZF6b6DgbZnvR9R1UhC0RtfyYEwFFhdff8\nvRG1r7wmVJ2M2CRHM7k/wYwHtB+AX2nubyy25vc6yza98sW2f99gW4V+tM+eWoZhiomsLDaeEbbA\n8Z8fx+TPju/AnmEYJq9wmVyGYYpJ7YW16NrdBTtlQ4+Nz/9Pz/zmDCINEVTPqy51V8YFiZddz+mi\ntKrWlNHDKy6VMxrx0fZFyJez+3dm2EDU9RqvTCHxfLaqqsrn9sH8gJtP2tKBDjdDR2VanStfGEKp\n5rJiWV8E6CaKZXeg1LGlkUwEIP5X4nkNq0QWVGwBf35fLbB/8DVCFE9N5FZwaRtZ53JJEx9sylD9\nlkptRleqa2dMKbTpENWaKtAyOwI9Z5iUGawoNthbKw9Jk7+lKGmCemqp/3eQXtvxBAe1DFOmRGoj\nqJxVia7dXahbXFfq7pSE4z/nrAelIPGaDfMc95u0O+oFZmarGxwcq1aPVpu7kPhDHiewFIHEi1GY\nF7kBQ9RSE3xkoGeRJPuV4cUTzCXu9lMVQIcbiFDbQjAdVD76/UJUpQKjBQtkUNfQpx7Vn3A96DSl\nFw3a5GN6G+qZro1si4Gtq8BWg7/4QH+EbQ6bfEVfBws1eAE4TaVlqH1lgB82aS4ZUYUw5Dr5jwDg\nvKfltbBDRANfoE//KaD7hIyFbgtTMqXlQRjqeHmP6ES24AQ+uT1flGmgPD7lHYYZI4xnC4IQAu0/\nb+eglmEYJt+w/YBhmGJTt7QOJzeeRMtft5S6K0Wna2cXtIiG6vPZelAKEn90UkeZ50dVqi85+cjS\nlEpWpqmBvElhfRF/wn3AGRNJ+WVe4qb3kvaMiwTQ4aba64yrR8aWptJMyfPrQflxhPS69gKplKd1\nZXGoTar1cvKYLpRqHLVUV+hY5WtfaVry6Juu628ouRTLsO1B1VNup+sGsr1IVVpOGNOFeh2xlTIr\nx99HQqIYaUu2k8oxKTKsDLBve8i+A0GLT8hCGVTdTRnZyuxYm7A5DFipZZgypnFFI05tOgVhlWng\nMAJk1gNNK9PnZAzDMKMVLr7AMEyxqZhegfi0OM5sP4P6i+tL3Z2iIYTAsceOYf7P5pe6K0zcAiJu\nwn+pEtpxpQTm0TNaTBKbnf6by+yQcq1Q6zrj3oQj81x3/B1Q6rWlKR/kWafV5CSpsvVGMPgZRYNA\nTmrKkAlFsi1dqPandDs/e6IkpRcCnk34S+fSiWA+w2iI3CrPY4hwhZbuHvYWCTuGqpcDocE/bsBR\naaV/NmoBZwKFawwbqCJpwqIB5bMio67rQG9req1y+YyD56AqbthEueD2IOncpZuHTJk+YWGllmHK\nnImfnIgTT58odTeKSsfWDhiVBmo/VFvqrjAMw4w9CqjUzpgxA+effz7a2tqwePFiAMDJkyexcuVK\nzJ07F6tWrUJHR8ewus1KLcOUORM/MRFv/dVbMO81S92VonH4R4fRfFMzWw9GA/GMShmVJuqgTN7f\nGYN5vus5fT1dgg6OkIgN1LreyyRNwk9eSy+m/JnW/eVWJ7pFK+IWEjuCClgeVVq3DR8TQNJUaUpp\n7CGpvTpjajvNAAAAmq3kLwE1Lpq6i6q3QYXPl8Ugx9+rd3jw2JD9wzIRhImKOvH3yjEJkrUibSh/\nrfQcp3U1FloIQaIJlQkjnsmRtoz0OajQ2pq/qEVwvEHvbdjlGgMfeZqmYcuWLZgwYYK3bv369Vi5\nciW++tWv4lvf+hbWr1+P9evXD/ncrNQyTJlTt6QOqcMp9O3rK3VXikL6VBonfnkCTV9qKnVXGIZh\nxiYFzn4ghH/bU089hTVr1gAA1qxZgyeeeGJY3WallmHKHM3QMOGjE3Di6ROYdvO0Unen4Bz7r2OY\n8NEJiE6MDrwzU3ASL+swl8hMB+5KOis9SZL/o/yU2sTmiOOrBZTKRvO5Ck15GaVSndFVJoiM7q1P\nvJpnVTasvy/4/y7MRcRTW5lWfawm6qXM1xqx/eVzgWwfaH+5UAVIztYcGQH6tWrmkCFz5q/tJ0+r\n0FT+XIP0Rd4CqphK1ZqWRq5NqfPJrAI2KY5g6dmFM2zNf92CY6f+YqokS4Ke2VL6WguoCGuahiuu\nuAKGYeAv//Iv8ed//uc4evQompocoaKpqQlHjx4d1rk5qGWYMcDET07EkZ8cGRdB7eEfHYb5nfFj\ntSgL5OSjWjddVdJwUiIFt5crMpCR9gKLTAJKG+qRvvxJ1wFAdfGDeZlmDD2G6n/cUvci5Y6lo8If\njMvJUTR4oxYJL1iVv8MfyAYDubBqZIB/v+A5g9u9KmJk0h2dNCZ3taACTV2oVGpynSbU82mLWA10\nd2WMFtog7cd7yfhIn8LsT94YckSFYf8UhE0AG2hS2Gjl1+84Sz+88soraG5uxvHjx7Fy5UrMmzfP\nt13TtGFbyzioZZgxQOOVjXjzz9+E1WPBqMrjDNhRRufOTmQ6Mmj8SGOpu8IwDDN2Ga5KfNEsZ5F8\n77msXZqbmwEAkydPxjXXXIMdO3agqakJR44cwdSpU3H48GFMmTJlWM1zUMswY4BoQxQ1bTXo2NyB\niZ+YWOruFIzDPzqMqWunQtPLSboY+yS2Ov9ImUtdlY8+xo7a3uNdc6mj5Ca2F72LI0Oqg96EK12p\ngLaWXZyBPoZu6vIKVQwFc6F7/WKWcw0BJF7qfxqMeWXSr2QCTj9lKd8UUZClqt4X8T9+l69lTFMB\nMtEJ/vK5El+ar4DtgFoH6ON6OnmKqqLUUmAHxgKEq7b0nLYqiuGpzvR4+dCAFpLwWQrcY1KGUua7\n3WtSkVET8SwNWVYLikD/Vo0we0FwXX/2BKCw6fIKdOqenh5YloXa2lp0d3fjueeew9e//nVcddVV\neOSRR3DHHXfgkUcewdVXXz2s83NQyzBjBJnaa6wGtVaPhWM/O4ZFv1tU6q4wDMOMbQrk5z169Ciu\nueYaAEAmk8EXv/hFrFq1CosWLcLq1avx0EMPYcaMGXjssceGdX4OahlmjDDxExPx+kdfh/iBGJOp\nro7//DjqPlyHiukVpe4KE8Bc7spfUtmKW2rylE28j1KxXZJB4jdllNzdU+d09dMiKl9wopIugAZX\nna1PDq9NqR52xr2JSuYSa+DrZhBVFXCOjbv3x9JUf2ShjJilSvf2Rkh6Mnc7LQJQmVGvw9RVOvkp\n7CNoMOm45LmoJ5kqsr71shBCiLoZtQC470FPYSev7ZC2bc2vyp92izPU96nttGiGV+qYnEMj7wF6\nXYL9CyNXICnX51Juy+hPaebMmdi9e3fW+gkTJmDTpk0jPj+n9GKYMULVOVXQIhq6f99d6q4UhMM/\nOozmG5tL3Q2GYZixz0gKLtClyLBSyzBjBE3TMPETE3HilydQs6Cm1N3JKz1v9qDnzR5M/OTYtFaU\nPcFypFGLqE5Eyeyl6aYKlxHAXJ7xVLyBfKiDQo5FpnbqihEfppbt/axMK6W2Ko2h6EfmCve6JF1F\n8VSl8ifbGsw2py+JXdkZJRLPxrPWmZfYSr2N2ICWUX0EHJWWFiGIBYo3UJUxQ1JaeRkFAF8Z3TCl\nNiwDQtCHHDyeelapUiufAFDPLS0EIfvVG1WvZcYHGmhpgXEGzwmo6ybL6dYn/SWFM4HsCrogDYhs\nT21OJVYeooWrsv15d8POkw+4TC7DMKVmwicmjMmSufu+tQ8f+KsPQI/xRxbDMAwTDiu1DDOGaFje\ngD2f24PUsRRiU2IDH1AG9CZ60f5UO5a8vaTUXWFykHjR9crKIgURW6ljvdHsogxpAwUtxGAIIOW0\nZS6FUtzc2fCJLUP86pM+005XsaMZDzK6Ug+lojqxx8tNO2ylWKpzUcufaSGY8H8gYpbf/yrVwyr3\n+vdF/KVxuwJyX1dMqZNRC6hwFU4pugvhV23DfKTyDaDZfiUUcMZGfbpUyQ1mJ9CEXyEPnB6ZYEaE\nQEngqK3U1RhRhb0nDORQes1k8ZDqtFKyNeHP7ws43mWa1UEPUV37U0Bp8QojZD96TkpYOyOlTKdl\ncFDLMGMIo8JA0/VNeO8b72HuP88tdXfywr51+zDtlmmINnIFsdGKl+hfBn/JiJeGCn0i+zFxxIZ5\nsfsY/ZUCfHumDNWWQYIuN/g0l2he0C3TkVHMpVCBTMoATrobwh6N08lFMjg0SDopDC1vtKwI5l3T\nioyybaQMb1KXuVwF6ObKlNruDjuxzWk38WJUnStCgjqNBLe1ZDKbvFe97r2khSR6okCfOy55TWtT\n/kDPe5ROgjtJRs8OluhEO0GtHAhJWaX5bQsyWKVFFmiAV0OqpgHONjr+KP0nC871MUKCUtmOFngv\ny0INMuiPaWqCnobw6mVhVgL5kgb4eog9gk7a08g5ChLUsv2AYZhRwMx7ZuL4Y8fR9XpXqbsyYnrf\n68XxXxxHy9+2lLorDMMwzCiHlVqGGWNEJ0Yx454ZePv/eRsXbLmgrNN77VvneGmjE1ilHdUE7QU0\n8XyFmrTlPa5N6yQ1UwEUIfqI3tKzFTVLAzodJda8JI3Ey05fzAvdPp2OqclB9HG2LGKgC7XeItqQ\nHH/U8pTSYeOpnwCSZKJaYHKSuTyjritRRc1LXSV3m6HGt8RW/ZWlezOGaqsumZ2ezNaUAp/RVSEC\nrzBBTFkZqlMkZZZUJMm5aEotidDC7Qf0dZoUVJDrMrqye3jD1pVCDKgJcDpR6uVYYxopiSstFZa/\nTK1UK+W97owDOimkIcctU39FreyJdnLcsqNeGi4tWw21NXV8xPa/tyRU9Q1YEehEwREXEi/Trw1W\nahlmDPKBv/gAMqczOP7Y8VJ3Zdj07evD8f8+jum3Ti91VxiGYcYXMqgf6VJkWKllmDGIZmiYc/8c\n/PGLf8TET06EUT1C1agE7Fu3Dx/4iw8gOpFV2tGOnAxlLnOVq4itVDKquEn6Ip7iaF7Yh8SrQ5z8\nNBC0HKzQlJJJiyi4Si0yOswlrgLbQ8qiRmRifaL90ElMNPG/cF9LD2d05OPxJt99JK2KJ2R0FShQ\nrypNqSbHHQkJKKrS2am0qlNK8eyKqb5Xp9R+1LOZNFRfAOdayePTOpl0RQoeyGtVmVbqJvUkU0+p\nHF+a+G+71L3yjTs40Yt6XmmRBnl/0sKv1gc/FjO6UkKpv1ee/3CNuhca1Hb5vuqMq1Rumk1kwxD/\nbJgSGrX8SjYdl/zdPS4sfVteYaWWYZjRRMOyBtRfUo996/eVuitDpm9/H449egwtt7KXlmEYhhkc\nrNQyzBjG/LaJ11pfw9QbpqLSrCx1dwbNvnX70HxTM2KTx0ZasnGDVER7I0q9y+jZSq1FFLcjNTDP\ncndodFWu2qRTdAAAjlWr80q/YVO3ShkWz6hzyTZPR4EuksZJ+j+lelibVEpeXyS73Gptyq9oyvMa\nxC8qX2dIyVxX/U282Zv7Gg0VoSn1jpZepUqaHItPxcyR+kletyTxo8rrWplW18p2r59hKy8x9UpL\nRTND/NEp4lmVGQNo+rOkoc5F18k2z8RJei5djbuSPAHoJeeNBTIx0DRglpbte7Y05SWOWUo19rIn\nkIIJBsmEUJtSYzpQ57yuS5IyuSRlnHyvGnZ2oQlaRhgIye4Q2KYFrjWKoNBKOPsBwzCjjYqWCpz1\n1bOw+yO78d7/eQ99+/oGPqjEnPnNGbQ/3o7pX2UvLcMwTEnQ8rQUGVZqGWaMM/2r09FweQOO/PgI\nXmt7DbULazH1f03FpGsnwagYXV5bO2njTzf+CbP/aTZik1ilLRfkTHucrnB+nqr0z/KWaMQj6M3c\nJuqVzDiQIupdPOPMVAeUItdRofyrfRG1/kSV89MiM9upT5H6bKuJ+ifxvJ2Bb2OZc1aOhfotqaLl\njslsi4SWsR0WuiBeYKJEUiGN+lfDlFyXxAskZy2dpU/Ha0tPKFFipeqqCyDmjosWHqDqbfC66PBn\nUjha7fY15PppUJ7ViK7UZJpHVqq2PVF/yVp5TjkWQygFVr6XDFvdS0tX/leZvUDAn7UhmAe2nogC\n1AtM8i97ry0dXqJar38gntocPttcqi6KqNKWMazUMswYR9M01C2uMotPAAAYn0lEQVSuw9wH5uLD\nBz+M5puaceSRI9j+we1I/L8J9B0YPert++veR+WsSkxePbnUXWEYhhm/cPYDhmFGO0aFgSmfm4Ip\nn5uCnjd7cPCfD+K1819D44pGfPDvPoia82tK1reuN7pw6AeHsGj3orLOrTsukQpru6uUUh9lhKhj\nUlGsyPjzkUrVsI98JVWRMrpeeV05s99WX5idMXUc9ca6lbdgkJK9kooMUY2RXe4U8KuLwXKt9Lva\n1tT55TEdFTAXOr7axM6QvKVDhXplgz7NiK0US6o0hpVTBVTO2mXkmsjTV6WBaNx/vEUUyYzu9+IC\nzr2T1zJm+e8r4OSN9fpEOhIW8FSmlX9UF+p900sqemlEiQ0bK80zG8zzSquANfSp42vc91rSyJFd\ngSiuRo7XEkFlWZcwVT+s5G3wmpTS1lqmH8Ec1DLMOKXq7CrMuX8OZn5zJo782xH8bsXvcPaPzsak\nT08qel/sjI03b3wTM++difg0fsRWTpiLNeCwG8x2EcuI/MI3SBL5Ce4EqriFxK/JOeQj8TgJDtNk\ncpacqFUtvONVSioyuUmm6Uobqv2qtAo66SN3+uhanl+Whg0+BpbQgIcGTHJSmzxnTYoEJCOs7GfY\nKiWVUAG2DE6H+8DVS8N2saXGbxErQQ0pvetNtCKT/qzAhDOJd4nIM3VafKE/W4psD/DbQmgaLfmP\nhy7IBEBSqEKS0f0TxAAnPZv8B6Y7lp2CTReBSWdyKCRQpWnE5Gt5DB0T/QcjQrbb5Phgei+hARbZ\nLnH7b65KIvEcTxTrDw5qGWacE6mLoOVvWlB3cR1+/+nfo3dvL1r+pqWoaunB7x+EUWOg+abmorXJ\nMAzDjC04qGUYBgBQt6gOC3+1EK9/4nX0vduHWd+bBT1SeNt9z5s9eH/d+/jQbz7EtoMywlzkvjc6\n4sAJV6mUj3aThpqIZQig2vVtS8UqaoFmvleqo0SDeRmxH8hH0gZR1KSSldFJ6VOSYklaImpTWaVL\nE5sjkAqnuTJFmnXPmTaUokcLGngqJVEn0wZJJRZXfYrmwXYAOGojLRPrnTc/f5uJVzSYi9xzJonV\ngl5TOaGKpi+jj+ZTUuEOSzlG11GbQA4lMGziniH8v0vktQgrREELNcjjbc3/HpW2BiOl+kwLHgRT\nblGlmY4hbHy06EguS0jYcRJbU7eYHGde6dhquPhCODxRjGEYj4oPVmDhKwvR86ce/P7Tv0f6RHrg\ng0aA1WvhD3/2B5jfNFE5q3zy6DIMw4xpeKIYwzBjgUh9BAs2LEDiawm8uuBVzHlgDiZfXZhsBO/8\n9TuoPq8azX/BtoOyo9v1rx6vVl7aXpL6Ce4/RFUp9eXmqnCJbQOnkktsVfuYK2RpVajzexOCbF9y\neqcfEf9EJ1cpo+f0oIUULKKceQn1M0q1lV+ZaVKGN6MDGfc4qhy6fk/TrEYi0T3geHNCvZ0pA1Lh\nNi+zco9piCRec8ZvfjhFroU7vqZulYarIqPURapoRsi1DhaCENRTq2WrrUBuVTBsPVVHg9t9xReo\nZkeOiZF7JPsqvdR0fLQt2h+q/g6kQGdNmoPy1Gr0PUyOodfVGyvpgLvOvDIZqtZKJXe8wkotwzBZ\n6FEds787G/Mfm4/E7Qns+dIepE/mV7U98h9H0LGtA3MfnMu2A4ZhmNGElqelyLBSyzBMThouacCi\n3YuQuMtRbef92zxMWDVhxOft/mM33v3Ku2h9oRWRWv4YGs2YFznKUOJXGszmBmdlWgfeInYRqdT2\nkXRJUl2qsFTWA8/bOrR7nngh6u/TijS8Bugsci/jAvGeJiPe7HbzcpJdgfpnJbLIgKWrjAlRC9Dc\nfaRKV6GRfTUg426X/YhbvjLB5tnOtRpK+VzP65sKqMKyD/ny7BISvwbMDweKK1RAjYWmaqNFDnqg\n+iqlSFroggqecr0MeKiHlhKm6NqaX90MFsmgxReC62Vbciw0ZZzsk6WTQhYDRGSDebIePEXwmP7O\noYW8phkVdFFYVbZMsx+wUsswTL8Y1QbmfH8OzvmPc/CnNX/CgX8+MKLzWT2Oj3bmupklzYvLMAzD\njC1YImEYZlA0Xt6Itlfa8MYn30DPn3ow+59mDzk7Qt++Prz1V2+htq0WzTeyj7YscH2y5uwYcNj1\n8HXGVElcmmmAFjmQChwplJDYksevHOmZNEjxAc+PCL8PtdtVVWW52ail1K++iFL3pIoXtVVuVEP5\naxPbnVXmEpInVwA45TaWJIomzf0aLP4wGKgP2VNHdeUfdleZK1NIPJ/HktKyr8K9V71R1f6knuzs\nCJ3x8OIVUrE1bKWGZ7RspdbS1P2j3mhfQQPymnpqqcI6GATUvU6SrBUVRPWXY6X+XFpIwlOKQ/oX\n5vGl0PGF5Tw2Apkf+hOLB9o+UsrUEcZBLcMwg6bSrMTCXy/EH1b/AW988g2c++i5iNQP/DFi9VrY\n/+39OHDfAUz739Nw1tfOYh9tuSC/+HuiKmXVmbiyGqSN7EeVtgZUyqCQTuTK0z3XBZm8pTvBhmwL\ncKuYkST6aWUFAADESWoq3yN995jqlJrUtik7YEz8RsA8hwRCcvxeMQASaGuqr+Yldkj6snBokn3z\nI+6j8hQJxPoK8/XtpDsDzGXSRmCpAL8yo8Yl2++KASfc4hun42qyYB9J8yXvf0ZX90DaN2igFyET\ntcJSatF/VjSh7msw9VcQ+s8OvX6ZQDBuaUCUTNSS0NOKkHUDva3phDHpGjFIG3Ryna+QRMhEtbDz\nDrYfQ4HtBwzDjAci9REseHoBKmdX4rUPvYZ9396H3kS4V9DqtXDs0WPYcc4OdP+hG4t2LsLMe2bC\nqBz5jG2GYRimQPBEMYZhxgt6RMfcf56LU5tP4dijx7DzwzsRb4lj8mcnw6gy0LmzE107u9D7bi9q\n2mow78fz0Li8sdTdZoaDVLY646ocLH10a+lApaskSsUzZinFiTy+l6m5ghO/hgp93G4upym3XCzN\nr97J+gpS+euLZCfGB5QiaWuhCq0Pqa5RpbrWbciwVcqzzowqRNEXgbnc2WcoVozEi/J6CZht7ks5\nOS9pwFzspvfakT91TZbRdWwETvEF8xJb3Vc50ao+qcrNHqgDuuUEPff9kYwo1daw4N2MKFF8+0hK\nLYmlq+tK04N528mkMK8MLRlAUNWV22X6MV0otdhnWwmJxMIsB0NB9j8r0AuMy7ChipJYgHyaRfvX\nH4W2JJQBHNQyDDNsGi9vROPljZj7g7no2NaB4z8/DlhA/bJ6tPxNC6rPrYYe5wdCDMMwZUWZ2g84\nqGUYZsRohuYFuMwYozOmfkp1kno7I7ZSkqSntTLjT/1ES84CMK9IDayEDoCXzihD0jDJL2LLIOVS\nQfyt7sE0NRVV9DpdH2tlGipLfg6kOtkdVUqbPGdHFZloVqGuW3Nn7hRWg0W2K1XGE5XeBDhzSR8S\nvylcMOL4geX53TaXEs9txFae2uOuz7Yvoryv3VEA7n2nk/Z0khKOKo3yHkrVVxf+ax3t51pqIttg\nSc9t6er9agfunyTon6VCqhayna7MdRtkE75JcWSinK9QBZmMKF+EKbGFUGfLVPFlCYVhGIZhGIYp\newZUateuXYunn34aU6ZMwRtvvAEAOHnyJD73uc/h/fffx4wZM/DYY4+hoaGh4J1lGIZhsunr68Nl\nl12GZDKJVCqFT3/601i3bh3uvvtu/OhHP8LkyU6Z43vvvRcf+9jHAADr1q3Dww8/DMMwcN9992HV\nqlXhJ5eKUrAIgFRyaMlaqb5FbOWPpOmtDOVnlMUFhpOOiiadz+XPNZfL1FSaSplECwZIRSxNxiKV\nsd4ogAES20tvaWOfSml20vUcpwylAnbFlNIWq1KFIC52JlcmXhmaJCa9ruZCd0VNSnlSj1bDvNCp\nhJB4dYSKcA68ksXyWgrNK9VrLukFhDtptNH9eboC6HDTv1VHgC73eKk0p3Un2wQAtFephmimAurP\nllBVVQ9RRwfjP02TFGzyPGGP3WlqL9++IW2FPQHQ1fveXwY3ZDtV8um+tN/y/AVN6VWe9oMBldob\nbrgBGzdu9K1bv349Vq5cibfeegsrVqzA+vXrC9bB0cCWLVtK3YW8wWMZfYyVcQBjayzlREVFBTZv\n3ozdu3fj9ddfx+bNm/Hyyy9D0zTceuut2LVrF3bt2uUFtHv27MGjjz6KPXv2YOPGjbjllltg24UJ\ngkbC9t8luP1x2DYA4L1dpW3/t2+Wtv2te0vbfplmPxgwqF22bBkaG/0+uaeeegpr1qwBAKxZswZP\nPPFEYXo3ShhLX9Q8ltHHWBkHMLbGUm5UVTkqVyqVgmVZ3ue2ENmKy5NPPonrrrsO0WgUM2bMwOzZ\ns7Fjx47wE/dGnAVwVLW07iifAko1qkw7y6QeZ5nY4yhOEdvx18olZjmLYftVqxxsf90fWJlXJpVK\n6/pivRyuARJbIk6GgThp19KVl1K2TxfptbU1mBcLfKHj3Zx9S+wQTraBpOFkhThV6Si1JysdFbIz\n5iwpA0hFnKW9EjhS4yyn48DpOMwPGTDbIs5ysf96BMfvoyrtLJUZ5b+0dEcZ7op55xwuOduWuWZ7\no86SMmAu1mAu1hw/r7zXsn9Tu4CWM2qZdcpZZnY4y7ROR8ntqPAHQXt3uzmO7ey2vRK87iI93kFP\nrEQGWLpQ5zSE/z0skddy15vqPUwzLcjtviXsPPDfF/k3IzFC3n8CroIrgJff9fc1uGhA4tl4zmXE\nyH6MdCkyw3rHHz16FE1NTQCApqYmHD16NK+dYhiGYYaGbdtYuHAh3n33Xdx8880499xz8d///d+4\n//778e///u9YtGgRvvvd76KhoQGHDh3C0qVLvWNbWlpw8ODB8BPT1F3ycS39skobQIOT8sl75Dyp\nRwWslWnvkftIU3l5CKggI214VoPQNFlpQ000ov2Wj3ktTQVJNMjujQBpHeZllvd4nWKe59omjsVV\nxTL5SD1pKEuApatrWJMCKtxH6e9OcH42d6rrWpUGEJ7zOYgs4mBeZKmxUIvICccKYc6ykXi3e1Dn\nHBTSCiAvVReZQIi0siIsd//ZyJAJWdW6vxId4Gx7270WyYiaVCg0n13FWSeUlUQgu5KYRtbJftLj\ndaHOaZBKbdXkH6MYOS5XpS/AH0DT1Fv9qZPJiLpXtkYqqZGJYuR4WoCDGRwjniimaRpXBmIYhikx\nuq5j9+7dOHDgALZt24YtW7bg5ptvxt69e7F79240Nzfjtttuy3k8f44zDONRpvYDiEGwd+9ecd55\n53m/n3322eLw4cNCCCEOHTokzj777KxjZs2aJQV5XnjhhZeyW2bNmjWYj8dRyTe+8Q3xne98x7eO\nfo6vW7dOrFu3ztt25ZVXiu3bt2edhz/HeeGlPJfW1tZhf37ksx+NjY3D7sdwGJb94KqrrsIjjzyC\nO+64A4888giuvvrqrH3eeeed4ZyaYRiGGSLt7e2IRCJoaGhAb28vnn/+eXz961/HkSNHMHXqVADA\n448/jgULFgBwPsO/8IUv4NZbb8XBgwfx9ttvY/HixVnn5c9xhhl/iBAffrkwYFB73XXXYevWrWhv\nb8f06dPxjW98A1/72tewevVqPPTQQ15KL4ZhGKY0HD58GGvWrIFt27BtG9dffz1WrFiBL3/5y9i9\nezc0TcPMmTPx4IMPAgDmz5+P1atXY/78+YhEInjggQfYfsAwTNmjiXIOyRmGYRiGYRgGBaootnHj\nRsybNw9z5szBt771rUI0UTRmzJiB888/H21tbaGP50Yra9euRVNTk/e4EXCKZqxcuRJz587FqlWr\n0NHRUcIeDp6wsdx9991oaWlBW1sb2trasnIpj1b279+Pyy+/HOeeey7OO+883HfffQDK897kGku5\n3Zu+vj4sWbIEF1xwAebPn48777wTQHnek6EwnPfiunXrMGfOHMybNw/PPfdcQdq//fbbcc4556C1\ntRWf+cxncPr06aK2L/nud78LXddx8uTJord///3345xzzsF5552HO+64o6jt79ixA4sXL0ZbWxsu\nvPBCvPrqqwVpfzh/d/lqP1fbxXrv5WpfUuj33pgm3ybdTCYjZs2aJfbu3StSqZRobW0Ve/bsyXcz\nRWPGjBnixIkTpe7GkNm2bZvYuXOnb4Lf7bffLr71rW8JIYRYv369uOOOO0rVvSERNpa7775bfPe7\n3y1hr4bH4cOHxa5du4QQQnR2doq5c+eKPXv2lOW9yTWWcrw33d3dQggh0um0WLJkiXjppZfK8p4M\nhaG+F//whz+I1tZWkUqlxN69e8WsWbOEZVl5b/+5557zznvHHXcUvX0hhNi3b5+48sorfZ//xWr/\nxRdfFFdccYVIpVJCCCGOHTtW1PYvu+wysXHjRiGEEBs2bBDLly8vSPtCDO3vLt/th7VdrPdervaF\nKM57byyTd6V2x44dmD17NmbMmIFoNIrPf/7zePLJJ/PdTFERZejQGEtFM8LGApTnfZk6dSouuOAC\nAEBNTQ3OOeccHDx4sCzvTa6xAOV3b8IKF5TjPRkKQ30vDqlgwzDbP3ToEFauXAldd76alixZggMH\nDhS1fQC49dZb8e1vf9u3fzHaP3jwIH74wx/izjvvRDTq5LyVJY6L1X5zc7OnUHZ0dGDatGkFaR8Y\n2t9dvtsPtj1hwoSivfdytQ8U5703lsl7UHvw4EFMnz7d+73fpN5lgKZpuOKKK7Bo0SL867/+a6m7\nMyLGWtGM+++/H62trbjxxhvL8tHwe++9h127dmHJkiVlf2/kWGRC/3K7N7Zt44ILLkBTU5P3SLbc\n78lQGMx78dChQ2hpafGOyednO22f8vDDD+PjH/94Udt/8skn0dLSgvPPP9+3T7Haf+utt7Bt2zYs\nXboUy5cvx2uvvVa09pcuXYr169fjtttuw1lnnYXbb78d69atK1j7Q/m7y3f7wbbnz5/v217o915Y\n+6V474018h7UjrUZtK+88gp27dqFZ555Bj/4wQ/w0ksvlbpLeaHci2YMJan8aKSrqwvXXnstvv/9\n76O2tta3rdzuTVdXFz772c/i+9//Pmpqasry3gQLF2zevNm3vdzuyVAYyXsxH9ck+P6RfPOb30Qs\nFsMXvvCForWv6zruvfde3HPPPd72/p465Lv92tpaZDIZnDp1Ctu3b8d3vvMdrF69umjt19TU4MYb\nb8R9992Hffv24Xvf+x7Wrl1bsPZH+nc3kvbDipVIivHeC7a/YcMGrFu3rqjvvbFI3oPaadOmYf/+\n/d7v+/fv9/2HUW40NzcDcB4BXXPNNWUt+Tc1NeHIkSMAnBRAU6ZMKXGPhs+UKVO8D7ybbrqprO5L\nOp3Gtddei+uvv97L8Vyu90aO5Utf+pI3lnK+N/X19fjEJz6B3/72t2V7T4bCUN6Lwc/2AwcOeI+m\nR9o+ff8AwI9//GNs2LAB//mf/+mtK0b77777Lt577z20trZi5syZOHDgAD70oQ/h6NGjRRt/S0sL\nPvOZzwAALrzwQui6jvb29qK1v2PHDlxzzTUAgM9+9rPe328h2pcM5u+uUO3LtqUiXqz3XrD9nTt3\nYu/evUV7741Z8m3STafTwjRNsXfvXpFMJst6olh3d7c4c+aMEEKIrq4ucdFFF4lnn322xL0aPMFK\ncLfffrtYv369EMKpKFROE1+CYzl06JD3+h//8R/FddddV4puDRnbtsX1118v/vZv/9a3vhzvTa6x\nlNu9OX78uDh16pQQQoienh6xbNkysWnTprK8J0NhqO9FOVklmUyKRCIhTNMUtm3nvf1nnnlGzJ8/\nXxw/fty3vljtU8Im6xS6/R/+8Ifi7//+74UQQrz55pti+vTpRW2/ra1NbNmyRQghxKZNm8SiRYsK\n0v5Q/+7y2X6utov13svVPqWQ772xTN6DWiGcGZNz584Vs2bNEvfee28hmigKiURCtLa2itbWVnHu\nueeW1Vg+//nPi+bmZhGNRkVLS4t4+OGHxYkTJ8SKFSvEnDlzxMqVK70/qtFOcCwPPfSQuP7668WC\nBQvE+eefLz796U+LI0eOlLqbg+Kll14SmqaJ1tZWccEFF4gLLrhAPPPMM2V5b8LGsmHDhrK7N6+/\n/rpoa2sTra2tYsGCBeLb3/62EEKU5T0ZCsN5L37zm98Us2bNEmeffbY3Qz6f7W/YsEHMnj1bnHXW\nWd66m2++uajtU2bOnOnLflPo9p955hmRSqXEl770JXHeeeeJhQsXis2bNxet/Q0bNohXX31VLF68\nWLS2toqlS5eKnTt3FqT94fzd5av9XG0X672Xq31KId97YxkuvsAwDMMwDMOUPQUpvsAwDMMwDMMw\nxYSDWoZhGIZhGKbs4aCWYRiGYRiGKXs4qGUYhmEYhmHKHg5qGYZhGIZhmLKHg1qGYRiGYRim7OGg\nlmEYhmEYhil7OKhlGIZhGIZhyp7/H2lSEXpWyF2lAAAAAElFTkSuQmCC\n", "text": [ "" ] } ], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": [ "# along the domain\n", "ist = 380\n", "ied = 480\n", "j = 305\n", "di = np.abs(ied-ist)\n", "dl = 0.5\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 6.5))\n", "ax[0].plot(np.arange(di)*dl,sal1_masked[0,ist:ied,j],'b',label=\"Oct 2002, High Viscosity\")\n", "ax[0].plot(np.arange(di)*dl,sal2_masked[0,ist:ied,j],'m-',label=\"Sep 2003, Low Viscosity\")\n", "ax[0].legend()\n", "viz_tools.set_aspect(ax[1])\n", "cmap = plt.get_cmap('winter_r')\n", "cmap.set_bad('burlywood')\n", "mesh = ax[1].pcolormesh(bathy, cmap=cmap)\n", "fig.colorbar(mesh)\n", "plt.axis((200, 350, 350, 550))\n", "ax[1].plot(np.ones(di)*j,np.arange(ist,ied),'-k')\n" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 10, "text": [ "[]" ] }, { "metadata": {}, "output_type": "display_data", "png": 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8Qnl5OV9//TW7du3iwQcfbPRrOFluuOEGFi9eXG/5kiVLuOGGG5o/oAYwaq3B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KT6tpcc1s3vOCrxJbG1PUcsFsP999+P2bNno7GxEfPmzcPixYvxs5/9DIsXL8YNN9yAe++9F/fc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\nFAh1sj0olTbRZnMxWWhWKO9bdWvqFFa9RfQrVMYjRc4CuPD8LkTeylwwY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II=\n", "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": [ "# profile\n", "i = 455\n", "j = 280\n", "dd = 15\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 6.5))\n", "ax[0].plot(sal1_masked[:dd,i,j],-depth[:dd],'b+-',label=\"Oct 2002, High Viscosity\")\n", "ax[0].plot(sal2_masked[:dd,i,j],-depth[:dd],'m+-',label=\"Sep 2003, Low Viscosity\")\n", "ax[0].legend(loc=\"lower left\")\n", "viz_tools.set_aspect(ax[1])\n", "cmap = plt.get_cmap('winter_r')\n", "cmap.set_bad('burlywood')\n", "mesh = ax[1].pcolormesh(bathy, cmap=cmap)\n", "fig.colorbar(mesh)\n", "plt.axis((200, 350, 350, 550))\n", "ax[1].plot(j,i,'k*')\n", "#plt.plot(sal1_masked[:15,455,280],-depth[:15],'bx-',sal2_masked[:15,455,280],-depth[:15],'mx-')" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 11, "text": [ "[]" ] }, { "metadata": {}, "output_type": "display_data", "png": 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YeK2aX0sxkToc9bCXmby7hnZcw2B/MCUBviQ/70tyTV0656QB0GnHEty0g1T1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\nXlIXp+wLpi1Lhjy5A0B+XwBIt9pKSabUV/sTSlE7rEf5X01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pqQcH3JNL8XGl1tKLszdU\n54LvO22nmPk1jTqlN+4ADhxRegUhZqZ9ZRp6N/Zi24+3obOtfKTTb3wDeOst4LvfdQfAgiAIwhhi\nLJUhFgRhaNBTbrW2V856BZOWTIo7nEGTSgG/+AUwfz5w0UVxRyMIQ0fmt6nA336uYPKBOgAqvUwN\nvDgFKYoFXRXTsDWlFHJFkFTjvawvrt7mWR7gKEWN2jKYEho1huBKcJRCywcfUUUtAoUsIjy9HM1R\nCi8V+ug1g/5mx/P6+hkdzKAPlu4Lqa+9prrvKaaKRxXv6EkUK81dSaXO1nWrXMp0DQVd+XQD94pl\n0tiXUvHrXmA7veIkuypV1g7dASZ7WTso5qwBpERfHCnIoFcQYmZ32250tnWi5qQadNzRAbPeBHSg\nvrV+RFsd2trc5cwz3Ry+kycDhuHaHMTqIIwmKG1autUbMNXmVMWwQqhQBeAOeGgAlTfUAIxsEADw\njjdo4sUvaACcNwCLVRnzJ02xV6qNoOvFk7c4NkuZFjWQ1fuwMlBful08KA5YGkLn8XYpJj7Rjc7t\nZYNXLceuOzRApMl/BFkhyIaQsIOTz8K10h2oAXh3Uh3LJyLa7L7SPeSWBt5Wb0L1RfgV6QrqvaTB\ncXfCH3Sn57NJc6yoRubJ8khbWUQJ7A2bNm3CRz7yEbz99tvQNA3/+I//iOuvvx7Lly/HD3/4Q0yc\nOBEAcOutt+KCCy4AAKxYsQI//vGPYRgGbr/9dpx77rl9ti+DXkGImYbWBjS0NsCxHTw39TkkxifQ\n/M/NcYc1IDS4dRxgxgxg4kTg+uvjjkoQBEEYFkpgT0gkEvj2t7+NE088EV1dXXjXu96FhQsXQtM0\nLF26FEuXLg0c397ejtWrV6O9vR0dHR0455xzsG7dOujhHz8eMugVhBGCpmsY/3/GY+NXNmL8B8aj\n8ujKuEMaFJoGnHsu8NWvApdfLtXahNFLps1TfM+0gEndagel5+I2A4sppZRmq1YPHge4SuY+VjIX\ncIslUBndQkjpJHgbpC7yR/ZRBRmiLAGBNvuwNESlP4u0RLB1UjRtTfXLJ4qZVNzBDlpB6F7ROTlD\n3Zf9CTUp0Lc5QKnuXNXmpY1JrXWgJgnyCWdJtk6qrW9vYCnTAqo5VByk+uqOUqbp/TdtYGutuz6p\nW6nOKct/j9KneG1V5v3PWFlQAqW3sbERjY2NAICamhrMmjULHR0dAADHKR5kP/jgg1iyZAkSiQSm\nTp2K6dOn4/nnn8f8+fMj2xejiSCMICZeOhFHLTsKf7vmb3Ds8smBuHgx8MEPAl/+ctyRCIIgCKOB\njRs3Yu3atf4A9o477sAJJ5yAa665Bp1evswtW7aguVk9GW1ubvYHyVHIoFcQRhANrQ1o/udmODkH\nW76/Je5wBk1rK3DLLcBPfwq8/nrc0QhCack8abjqYNJyU5JN2O8uNV76LVtTC6AKQND+yd1qmdTt\nKrv1vW4qtLqsqw7SUlFwVVMj9COY9icsFQsdp4eWKPwZ9OF17286N3I/W5xQmwRdf95w1c287q7T\n9oLuTfhLqGU/W+icBLsXhqOUX36e46nJ/Jqj7pmtucq77hUcSVnB69Id1+ubKgDVeXepzaptFXm1\nHshC4J2fY9dK15c11ba3q11Vf1/KfTrQ7S10bFcS6dMcpE8rE8GjhNkburq68MEPfhC33XYbampq\n8MlPfhIbNmzAyy+/jClTpuBzn/tc32FpfUvQZaSjC8LYQDM0HPvjY7F2wVoc9r7DUDmtPGwOEycC\nN94IfP7zwK9/HXc0giAIQkk5GHtDx4vu0g/5fB6XXnopLr/8clzkpQaaNEllNrr22mtx4YUXAgCa\nmpqwadMmf9/mzZvR1NTUZ9sy6BWEEUj1zGocecOReP3a13HCYyf0+8t1JPHpTwPf/z6wZg2wcGHc\n0QhjifTZeeWjNBxkHk+UtkPyflbngMP3ueuUhqu+F9hc565vr1aZGIiCBlR5D1p59gCe+YCnN4uC\nfK62pgYf5C0l1RJQ3tjw/r7Sl9E5FLLOshQYLD6T+Vj7SotGbZGPt6CrPvwsCexas4ZKVUalg02W\nnYGXZ/ZVQk3FqAHQ7GD7XO0N+4uBYPEIUs2pX8D9m67J0tT7wT5ryr/tqPPJR5xg5ydCKdfoPfQL\naVj+fU+fprzCmafKNLtDFE3vchfiTz8M7HYcB9dccw1aWlrwmc98xt++detWTJkyBQDwwAMPYM6c\nOQCARYsW4bLLLsPSpUvR0dGB9evXY968eX12L4NeQRihNC9txo7/2oGtP9iKwz9+eNzhDIpUCvjm\nN4GlS4G1awFT/ocRBEEYnZQge8Ozzz6Ln/zkJzj++OMxd+5cAG56sp///Od4+eWXoWkapk2bhjvv\nvBMA0NLSgsWLF6OlpQWmaWLVqlX9ikSaEzUdbpjQNC1yNp4gCC7df+3Gy60v410vvAsVR1XEHc6g\ncBzgrLOAJUuAj3887mhKh/z/5d6DzCMrYo0hfbanrloh5YyUNpMpf0ydzDwaLEBx0P0vzKkZ+dR/\nd9L1bwKuernDy8m727MqWax4xd6UKmlMKmKvqY7N1Kv17j4yOXBVkojKw8vz9XJ1N+z75edwpZKr\nu1GqcjiTAeB5a1l8FCMViTCYkmvaxbFoTFWOKs9MXl46lheyoD5pPy9+Qao8z5OcsIAqFhfgKvG+\nEsxUb1J3c0ZQjTdD1687KlMEL65BeYKBoIJO201bxcXyEA/Z5/b8mw7p/y9N04B/+uOhB3LHKcP6\n/6hMZBOEEUz1cdVo/mwzXv/Y62UzwNI04NvfBm6+GdizJ+5oBEEQhJIgZYgFQRhqjvjCEdjxyx3Y\n9uNtmHLNlLjDGRRz5wLvfz/wta8B3/hG3NEIo5H0uV51M66O8nyspKjxbzlWIjd9jlvZK/NYH+rp\nYNEdpQD63tqsUgK316j9DT3ua84M5oYlqCKbYSslsscM+lsBd/Y/tc8zKBSYT5grjeGxRSAPb2g7\nveoRSu5AZYj7wq94BvV+kXqZAJSRN6K6nK2r6+L+ZWbp9dediMfaVXmV+7cqH/TPAu57k2SqcKIf\nT29FIeh7pm2k8GdNdZ7JVGF+Tb5qy+4hP5buFWW+AACNqryVx9yOkYwMegVhhKMndMy8ayZeOfsV\nNJzXgIrm8rA5fPWrwJw5wCc+AaTTcUcjjDr45CjAHfAWIga9/BExP8f0CgOc7k0WevrAHnymz2Ml\nhb2BkF+u+L15N/UY9UWx7Pb+7VYVVBEDwy5+5N+VBHZ5x47vUQOhHBv87e3nMXe4SENkIQoWe3gi\nm26H9rMBNJ2rh7b1R2BSnaNiBNwBo19emVlQ6EG05gTLL/sDXHYd9NbxQWXUtZq2W0IaUANhSiVH\n+J8XVlqYrj9lqR8bfMKaV2YYvdxewvrnA2Fu/+jvRwSfdDdSGeHhRSH2BkEoA2qOr0HTPzVh3T+u\nKxubw5Qp7oS2G26IOxJBEARhyBF7gyAIpeLIm47ES/NewvZ7tqPxysa4wxkUn/0sMGsW8NRTwBln\nxB2NMFoITB4j5a2gq22O5hYVAIITi2i9wCaSeZaI9LzQhCpvQlGU/SG9MBcs80vlZBfm1N/U17is\nUgLp0fnb1WpSVs5QqiEpjpYGVHn7d7GOyebA1WOnOA730TilzLKjFcX+SgqHldzI0ruszf4USZtJ\nsY4GOKSGeo/uExZLz8Z0OJPZK2i9kimpXex94ddCq3wCI23rNVXc4/d7bRaCEwBrmYJP8IlsGvuM\n0D66/up88RMIg1kXoqwiQFCdptWo9GpgEzd1B5k1h2jNGYOI0isIZYKe0HHsXcfizS+8ieyWiP+Y\nRyCVlcDKle7g17YHPl4QBEEoE6Iq9B3oMsyI0isIZUTtibU4/BOHY90n1mH2g7PLomjFhz4E3H47\ncM89wEc/Gnc0wqiAytcCQaWXT2Sj9F7e7kwb/MlrSFrFSnFvUimxSSvy0auvshX04OQpaotPSCKV\nrjKv1L7x3kQ2S1eeXN5Wgk1uSzD1d793re8w9ZX6yjNPbJR6aDJ1MkqR5YMPrghHqbrcjxpIf8b8\nwwSpk4YTVC9pcpZjF59jMlWW3pcKS6UZq86p95grvQWmavv+X7aPK/x037Pe8Kcq77YLuKovTyVG\n10rtVxZY0Y4I1d1kxTcKTN2OmnTYl+rL1XontC1nsM+KPXSTMQ+WGOwJh4oovYJQZhz1r0ehd2Mv\n3v7Z23GHMigohdm//AvQ1RV3NIIgCMJYRZReQSgz9KSbzeHP7/sz6s+uR6pxaJKVl5JTTnELVnz9\n68BXvhJ3NELZ4yBYHABw1VaL6Th+SjAlrZEilj7DUueRYmwyldBwoku/+qowSznGSwaTeqhxzytL\ns0XnJyyl+u4vAHu8f8Ok6HL1sDoH1HrtUuYBXryCF3SwQyon9RmWt6LU3fD+qKwM3NsbVfwi3Le/\njeUZo1WuaNK6pauSzVRO2NKB/UyVT7H7TudzdTf8ueg1WZqzgqscA0FVntYrChGfGwQzgITvi8GV\nbjtY3hjwnkCwa+UKevheaVCfGwfBe0SveVZ+mrzkcfl8R/6DxiJE6RWEMqT2XbWYcs0UrL9ufdlk\nc1ixAli1CnjrrbgjEQRBEA4Zyd4gCMJwMfXmqXjhpBew4xc7MOlDk+IOZ0COOAL49KeBm24CfvrT\nuKMRRg1WaLY8kQwpglyW0h21n5ReW/N9tJk/9NGXX1DBDmZvIKXR925qbj1uiosyNezxcu/2mKzg\nAopn/DsIqqqU1YGKW+SZN1XX1HlcheSxhOPnAw4NwQwDQPDaNE2dx0s7hzM6+MeH/nbYNu5vNVjG\nBGpXY/eVjsvrqv+cESw1TbGQ+mnpAFi7gHtv6Jwky7lL78mEbqUe81LVBL+nuoPMb4ufrPk5mx1H\nFZCg6+D5ePlnVHOiZceogSBXsnle6vC9qigUnVpSytDTK4NeQShT9JRrc/jLor+g/qx6dLd3o6G1\nIe6w+uWGG4BjjwWeew7o7QVaW+OOSChHMm0m0iexCWxhHE0NZr1BS/qsvF88Ag57pE4TxhKsChoi\nrA0AMo+7babfm1dWhrxe/BiaF1HImsFH7YA7SPNtGUbxoNdkBSsKuipKQQOyw3qAjjqvzehYA4/R\niyqq8eMiHtnzvx02qOapvfhEtSj6Gg9RDP7AWgd0S50THsDzQSPFA7CUYaGBqh4aYCbYvrwBJL2/\naSLcO9VusRC6PkozwyfteUQNePva7lcM1NhEOG4LCb8H/rXSdbK++UTFBJsASD8WeKo+oV/E3iAI\nZUzdvDo0XtmI9Z9ej862zrjDGZDqarc08Wc/CzzxRNzRCIIgCAeNpCwTBGG4mXrLVLxw4gtxhzFo\nrrgCuOMO4NVX445EKGtIaY2yGRi2euRLqcu44pewgEo2eQpwJ4wNVikzeMowNumM+rSYkrwnpWIg\nddHWlNKbM9S1+I/hmaJaWVDbqbRxVzL4aNvoR8mNKt3LywxzogpSRE1oowlZr/9fYNbnlIVCc4Jq\nNxBUYXkqtHB7gJdeLPSInpcuBpQCy5XYBFun7fyzQEorF2Rp0uC+pLKKGKxMcF8T9QZJ5lHVmV+0\nxHCCk9oI3n7UfXfU+5pZk+in12Ee0om9QRCE4WR32250tnVi3GnjsO3H2/DmjW9Cr9BR31o/Iq0O\nbW3u0tIC3HsvcPPN7vdla6tYHQShrNj2W+CtnwINc4Ap58UdjSAMChn0CkIZ09Da4A9uu9Z2we6x\ncfTKo2OOqm9ocOs4wCOPuKWJzz477qiEciN9KoCdIXceV2ktXaljieLJPZnHkki3etsrPR/v/gRT\n3/qfEJRZk0T6TFZIwg5Jgbam1N3OCqXwkuKYZ0UGbA0ohFRRPvlLd9zytgDQSSqno7zIkZ5mBNVd\nfy4fU+YC66FXnoaLp+kybOCt+4C/3w2gAFjdwN++Bbx+G3DUlcCRH1bvg+9HZetRPlbuKeZ9RZZO\nRrESajB112ATFPk2wrSZ/5XdH1J9x/Uy/yyGDEojlj43q1RxSy/2PXNRm983L+S+PMWxUYYWYvH0\nCsIooeGcBrx939vYt3Zf3KEMiKa5uXtvuy3uSARBOCCO+BAw43rA8qwWdhaY8c/udmFsIZ5eQRDi\n4rD3HYaqY6uw7pPrcNLvT4Kmj+yf4Z/6lOvvffNN4OiRK04LIxHNUWm89jH1ixdnCBdqyBpIt3rn\nWHpQ1aRzo1TTvuCeXIJUwi7mE91VqVJqZVm6LZ79IMn8wYCbeYLizhtqO6nHDpS/N2mpVGh9EVZy\ngaD/Vwupp9x7a7D0ZKREJxygsBeoPRrYv81LewavEAZThfk54Vh87yyCZY77SoVG8YVj4SWZudea\njksVVPu8+AQd150E6r17ydOA+SnHtCHzrmYeTan0ZhorucyfUvBtdOuifNUjgTL09IrSKwijhIbW\nBjRe1QjN0LD1h1vjDmdAzj8fuOYa4HvfizsSQRAOiK6NwMlfBc59EDjpVqB7Y9wRCcKgEKVXEEYR\nmq7hmO8fg1fOeQUTLp6A5MRhLEl5EFx3HTB3LvDlLwM1NXFHI5QNSUupp+RtzZpKJbN0N0MBoJRY\nwwmWHC5S9BxVpOBA4PlSia6kyshg6W4xCtpO/ZP6mLTcDAKAuqZeUymhlg50s/LEdI6vHpvsGlhQ\ngQwO3mtURoK+8vgGSg6zYwFg1se8e+UAM87y+s+6MVEuYjPCU6sz1ddgsfjHsvtC72vSUv0nrGKF\n3rCjszdQm0lLHVuTUx5u8klX5YH6XnZfSqteki/XV3wB5T+3NfUeRmQlSZ+XHVm+3pH9MDESUXoF\nYZRRc3wNJl8+GZkvZuIOZUCOPBI46yzg7rvjjkQQBEE4IMqwDHFJBr3PP/885s2bh7lz5+Ld7343\n/vSnP5WiG0EQ+mDqLVOxe81udD4z8gtWXH+9m7fXtgc+Vjg0LMvC3LlzceGFFwIAli9fjubmZsyd\nOxdz587Fww8/7B+7YsUKzJgxAzNnzsSjjz4aV8iRZNpM1x+b9XLckqpKqiQvq0ula3tMV4Xs9UoA\nU1YDUjoLuv9FnD59EB9G/4sbqq28rvy3tM4Vu4LuLt1JV93dlwTernb9v3tTaluv6WYU2J9w/6Zr\nrCi4C7VT0FXe1zCBrA0ozgVrOCpbQnhykd7HAEWPWEwbqM25S02ueDCj2yr/reG4qmzCVv2bdnBJ\nWO7C/6br5kvKWxKh85OWu6TYUpl3l6qcm/e4sgA0dqllUre7HNaj2qeYSzQwy/w25S/qc9vHPY5p\ngDgaKYm94YYbbsBXvvIVnHfeeXj44Ydxww034AkpvyQIw4ZZa+Lo/3c01n9yPd710rugJ0buQ53T\nTwcqK4E1a4DzJN1nSbntttvQ0tKCffvcDB+apmHp0qVYunRp4Lj29nasXr0a7e3t6OjowDnnnIN1\n69ZB10fQ54gsBTTAzRvq8TsVTwCC22gAatrIPBUs35s+yY4uDhFB+kxLTUqzNWU1yEfcn4IetDoA\nXvEKve9YCwiWJqYBDy9dzMdAUfYEPnktqmgFovaz1/4KVXBLgmkH+yf7QI79EDFC5wPBlGLc3pCw\ng/tpgAy4A9jwRDZemldjFhXaX5lX26rzytYwrldtS7D0c+FCH0DfJZWHiL4sCwELRD/HxYbYG1ym\nTJmCPXv2AAA6OzvR1NRUim4EQeiHiR+ciOThSXTc3hF3KP2iaa7aK+nLSsvmzZvxv//7v7j22mvh\neB5Cx3H8dc6DDz6IJUuWIJFIYOrUqZg+fTqef/754Q5ZEISRTBnaG0qi9K5cuRILFizA5z//edi2\njT/84Q+l6EYQhH7QNA0zvjsDL536EiYunoiKIwZIaxQjS5YAX/wisG4dcMwxcUczOvnsZz+Lb37z\nm9i7d6+/TdM03HHHHbjnnntw8skn41vf+hbq6+uxZcsWzJ8/3z+uubkZHR0j7McTKYGkfjoIPuoP\nq1AalIKrO8UHsMlomd8PQsLKMXWXl9EFvDRj3v4es9iCYGvByW90Pp3DC2VYulItu7wJbb0mm9xl\nFxfHCKuz4cvhYw2enizqnHBKMSCoznJVPGmxiYN5tY3i43HwNnm7YSU3rASHJ7oZNmCytlKF4PlV\neRVjbU5NWqvKq3a4UhwmRjVzxCm7o4CDHvQuXLgQ27ZtK9r+ta99Dbfffjtuv/12XHzxxbj//vtx\n9dVXY82aNZHtLF++3F9vbW1Fq9QiFYQho2pGFZo+3YQ3PvsGZv/X7LjD6ZOKCuBjHwO++13g9tvj\njiaatrY2tLW1xR3GQfGb3/wGkyZNwty5cwPX8MlPfhJf+tKXAAD/9m//hs997nP40Y9+FNmGpkV/\n+3/n3sf89fnHpzH/hPTQBS4IwpDw3CsZPPfnIZ7cXIb2Bs2JerZ1iNTV1flqguM4qK+v9+0Ogc41\nLfLRmiAIQ4fVY+FPc/6EGXfMwPgLxscdTp9s3gwcfzywcSNQVxd3NANTTv9/LVu2DPfeey9M00Rv\nby/27t2LSy+9FPfcc49/zMaNG3HhhRfiL3/5C1auXAkAuPHGGwEA559/Pm655RaccsopgXY1TUPm\nkRXDdyGM9ImeZkNpyHLM56o7IVXX208q4bheZJ4Pvnfpd+v+OZln+/82T59hqfRjWZMpvN7r3+uB\nPZ5K905VUPUFgsUIAJWSjFTS7qRa7zXV+tvV7uv+hGqrJ6H65SppVGlfv3BDSB3lKb9om8HOISW2\nwlNRE7by7vL0awVdxWoxpToqFVqCvT/cx0vvW4L1abL1cEoywwmquymW6gxwvbu0bWI3ML4neC1J\na9AK72hSXtPn33RI/39pmgYsH4K5WsvPGtb/R0vi6Z0+fTqefPJJAMDvfvc7HCPPKwUhNoxKAzO+\nOwPrP70eVs9B5CEdJpqbgXPPBe66K+5IRh+33norNm3ahA0bNuC+++7De9/7Xtxzzz3YulUVMXng\ngQcwZ84cAMCiRYtw3333IZfLYcOGDVi/fj3mzZsXV/iCIIxEpAyxyw9+8AN86lOfQjabRWVlJX7w\ngx+UohtBEAbJ+PPHY9tJ2/DWyrcw7ZZpcYfTJ9dfD3zkI8A//RMwkhIFjCYcx/GtCjfccANeeeUV\naJqGadOm4c477wQAtLS0YPHixWhpaYFpmli1alWf9obYICUwR95SBLIz+EofKXp5XSmy+1IAeoPt\nVRR8pTg9N4HM2kLffTusZDHPSEDberyUY4Cr8tJ2i2VsKLB1ygRRYBkhSH3kqceqc6ovUnotrXjw\n4GiITDmgM0U34N8NZSwIbwuXMQ5v4+qtX/7Zuz6u4kUVj+DbDKb6+iWPraCnN+wl1kPnkAJN73tt\nLno9XB6Z6OdjzrMpjCbVdyxRkkHvySefjD/+8Y+laFoQhIPk6G8fjRdOfAGTL5+MqhlVcYcTyamn\nAvX1wMMPA+9/f9zRjE743Il77723z+OWLVuGZcuWDVNUgiCUHWWYO1i0FEEYI1Q0V+Com47C+k+t\nH7FeVEpfNlInswkjg3RrobgIgQNVsIEUQSo3zLMj5A2gMo/0AhvpBUrtyzytq0eueb1ofwDKB5uy\nlGpb0IN98eIRVKiCtuUMVSgja7gKb8Fwj7U091p4W9QXFXYo6KqgBeUn7mvxC0PYbDsitrGF1Nu+\n2upvO63zIhK8eAQVpYhcWHEJWvg5UecnbFWoImm5WRmq8ionb13WLTpxWI+7neLgardwcIi9QRCE\nkUzT9U3Ydvc27Lh/ByYtnhR3OJF86EPADTcAr70GzJoVdzTCiIQPWEhtyhrqS7TXDKaWt13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isIwmhET+mY9tVpyNyQwe4ndscdDs49F3jpJeDBB+OORBgsmccTSp2rzjFPKNyFFFcqrEDr5I21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\njBw5Ur9x1SeWyX7gED2T5Aug6p3RRf0ziXpmM2j9e5XiC76k22LLrHrzD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"text": [ "" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Mark and Rich post the following, (http://www.oceannetworks.ca/fraser-river-plume)\n", "\n", "\n", "\n", "showing an extremely strong front. However, in Halverson and Pawlowicz (2008): http://onlinelibrary.wiley.com/doi/10.1029/2008JC004844/full, they produce a typical profile:\n", "\n", "\n", "\n", "Compared to the latter our fronts are of similar strength.\n", "\n", "\n" ] }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [] } ], "metadata": {} } ] }