{ "cells": [ { "cell_type": "code", "execution_count": 10, "id": "c6740968-b840-41c9-9818-e885e6b79417", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from scipy.stats import mode\n", "\n", "from muldoon.met_timeseries import PressureTimeseries\n", "from muldoon.utils import *\n", "from muldoon.read_data import *" ] }, { "cell_type": "code", "execution_count": 3, "id": "f69113a7-f949-41e8-85cc-fdfac47dfef2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing file: ./WE__0089___________DER_PS__________________P01.CSV\n", "===================================================================\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Read in data file\n", "filename = \"./WE__0089___________DER_PS__________________P01.CSV\"\n", "time, pressure = read_Perseverance_PS_data(filename)\n", "# plt.scatter(time, pressure)\n", "\n", "times, pressures = break_at_gaps(time, pressure)\n", "\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(111)\n", "\n", "for i in range(len(times)):\n", "# plt.axvline(time[0:-1][gaps][i])\n", " ax.scatter(times[i], pressures[i], marker='.')\n", "ax.grid(True)" ] }, { "cell_type": "code", "execution_count": 11, "id": "cafa535e-2a2d-46d4-bb48-6a18a3366d15", "metadata": {}, "outputs": [ { "data": { "image/png": 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GRjio0SfnUWwiQ3q3vamhwfnHJw1qteyaSQO5AYKUEBgFFPn37t1RtdO3W75raXR6V8zJO4fedeVvANnCabzL7qOJlZRG/BsyC6MKABTmJX4psdEmiOqYa//zHXNyWs5VPQvyYv5ek/PXVEcEcPFSvVJV3K19Y4zm/OQtufWp1fKb5XusZ31t0urdx2IGQtHqG7UWa2v63XhubetexOfX7k85QP7Dqgq59ckV1jOCh1S6AIrsvjadguBnevB93OGO6qF3T2ZkjNGRulPWepAiBLyn6vhJ+33lXfteCSR/Q+ZIXett3Hiq7UWrky75bS87/vGOfanqV7dWykubDrakWsWjqWsmVDfYf7dOJjj2Khmf/dDwpH9Ge4jWVLQuia6vdbmptLyQXW6cA6f0uHSMMZrxnUUtxTIWbj0sP160Xf7xtZnt+l3wJ3qMAsYPVVz80pulB+VYh3YdY+TW34mFWb6BDwwv7mq7OYb3db7QR1t6YenUSXOguqHdRWCunjiwzbK6RvsA4sSpUKtUq3heXG8mRWzPEftz1b5j7p/Dirom32PkVAAikbmT0mVqifNkrqP7d08oPc7tCV61hyi6gqC+pucoWAiMAiYT8+6kuzSsV8Sb1DB6jFF7A76l26ti/rvXB5rq533h7X3yl/WppzgA8Ywf3MN2+bhB9suz7YaNW/RzNthniMnxqPEwTacTv/vft3vbqmpJdB7E9L9vmpnbrTDf/lzQz+azpuqRv21LulT5xCGtq/vF21cyQQOdswd0s/23LQdbj6PSoht27er2GKM/rdtvu/yFt+2XIzsRGAVMrOo5meJ0geGH3qxE7nKq8YN6tEqjiw74HltcnvBF1psxAqOOOe+dHLxKP/f5CxbJf/x2ndzx9Frr/70c7ML//rrhgP3yjfbLs+2GjVti9VRXN7yXwhuWm0SXkd1NuD5dY48fSpSeM0zc5BvU0/4YfPzkKRnU093g6I3tR+TqR5fI7b9enfDPvFN53Hb54F5me1HPTuJmxVNL2qat63cwulKhUxCViDED7QO1HGaODRQCo4Bxupi3G9iYjjuqsS4wvN6blUyP0c6q4zEDvgV/3ZrwRdaHzihy/LckbtQaL5us9P91W1TaTNxo4u580HoBgmDpjiP2y8vtl8fjtxs2mRhjpMLHZd0OiVZU07Qnux5up+IL7WFinNEuhykbXtxwUPZVxz7WtZeWKX/kb1tTqi64cV/rcUeZ1pzECWz17rbr+srmgwlXPkzkeH/LBfbjt97Y7r9zBOe29qP4QsC0p8cocgI2p96JRAo6xJss0Au9WclwGjCs3j152spLvm7q0JiViXT5vGc3WAOSpwzrZbt9O8Wo+KS/1qvFF5zGYOln3h1VOazVJH//PJyR4iDRc2jMvWKUfP7CEa7/HWRWXgf7/aVTx+SOI+Hv5NG6xkBOIqmfTTPEnGKecIATbwxkpLuvGGW7zU4mUbwhHjdu8iVLU9W02lum/c9r5fKp84ZZ/+90jo7VPq9srpTbZpg55un+9ceoinKxFNpcH2zaZ1+6fOP+mnZdo2y2+bnInki/7O8U2EoNgVHAJNtj5EbAE69HaPWuY/LRCQWO66YDatNd3a09nA7KYX/fVGkFRvHuvOqW1zQzp+371juxxxjpjOCTh703f0tOTo5jgJVpsT53ZLD72D/K5aGXtrYEURqkhP/f6buUqujvrD5pL57+8c8bulCIJ5EbFBCpdRgY47Q83nHPiVdv2LipKYGOoHjHt0gfm9C28IKqb0y8beIxMeZy+yH7VLVMePivW+XPb+93PEfHap9+7Sz97YayJOfge+Od93ptIo99b++17/H6R1RRiUSuUXTc1oMvbvHtWN5kr8fgLPuP7GhFD5LR2eA5Djt9oikkiabA2VWQUf/x27Xy4Iub5S2HsTSmBtTGFzsNYHDPAqvb3ukuVDSn7Rsv7ez3K/fI9IhxPPr/XhgDoQfhz324NGYg/sRbO2VBRFBkt1XTkU7p1IunFxle/K5p8Hh+wMa4tFdNwynb5Qeq7ct4xzvuealnIpP0QjHWJwzvk7qfF3XtlNDvfHH9Adv9q5NDL197JHq8dVN0KexM0oIBsc7R2j5De9mPc5pxVrGY8qe3E+8tshs/pp9x60H7gPRA7XvTZUTONxjrGuWu36+zxm2VO5xn+nXP901Q4bchCV5EYBRAdrPC20kl4LErmakHFr2bFR0b6Z/QHOhHXyv31IDaeHY7zHYe9sTS3daFrE6mlyi77RtvYPNimx6lu5/dkPAFfjpzkfvYlJbV78awPu99N773yj8T+j3tuTsf63PZ3SDw6ndNC3VYwWPAxri0V75WJLFRe7J1wQAniU7Kme09Rq9usR+nERY+vus2rTqe2BxR33pxi21g3zlOhc9kvORQfCOdRvazLxGfCU43ksLHP52rqOKY/c21LQfMTRBeXZf8vGLr91W3fK5438/wdBlO8w2Gx7tpABVdwMFuXkIvHW/jndvcLGEeRKTSBYymW9kJp7NFpuzomB/dwSIvEmIFPHqxpgdlfc/XLj+rJbc5+k5LsvUCnAbsmnY6DZUPIrdvuB0+Mm6A/NghaIxl4ZZK+dfzSozlIuv6W+lpUb52xVlJl7FN5O68nuBW7Doq00p6y9aD77b5XJpKEJmKpmOKotfPaycQ3YYP2WzDIIxxaa9YQU0i2yzR1LDwdzLyeKnpwOHvl99TH+3KaofpdVf4MyUzxsgptWfSkJ7yt83uzKlTWpT5IGWgofbN75AjTc0fzPWkNFx/Yf1++d2KirgB/uF301MYIhGTh/aSlzfbz6/kRFOutVc/kRsXh9490bIPhhwmytXv3y1PrIj7u/SmlFeOt3rO1hufYQ9f2/qcbXc99uCcsW3W3e74pMvKKxPvcdX3ey2F3w0ERgFTXd8Uc+bu6AtlHVQamSbgNEeA7ph6otODh97VCR+8Ii+2dSeK3KETNa3Umztcb00fOZTcRUEskQcwa9zNXz/oJWiPHYfrjOYiO93Rizf/U7REghVNhXC666efS6vjacdb5HdSCy3odj5a98E+0a9HvmNA77VJhNPVY+H3C/rqeuc70YkEvYmmYu09VifPrKxrU3lRv186t8pza/elvYBIOumUA05C79+I0LGfyYwxcgrsP3RmX9cCoy0HYo/9TIcTpxKryue2k6dDct2UQdaxL1xERsP1p5cnlmpb3M39eZYSdfbgHkkHRvq9S/Sc+Ng/dlo9RXdfPsr23/dW11vfYad0vGheuGFmdw2lr8Pn7HCgosWcyr4w3bp5o+sdfRy3uyGqdFlebki+M02kbM1euf5c+1R4pedOzWQI0+/eQ1FBml8RGAVMz0L7+SJ6FnSyutwjT/K600TnTusB+KbpwxyLIbxzqLbVQPpw1bVR/bvFnPfH7S73dAr3TCR02ypBV5zdT/79ohHWdrVSp2x6CZI1vDj2BUusVEk37niXOwxIjhewRYs3YV8iqRCRJ9RwAPiT195pFRSp/dUnrPRHuztxJsS66Nx7rMFxP2zvnbxsqGbU4NC7qGFkItvhL+sTS8XSC4dlO461CVx120V+H/06+Dne8fpPa/db3z/9TIV5uVLf1Nzumx2rd9tnMrSHlsj+eoYrdV4yup/8eFHyvfpuWLj1UKsiMslI9iaVm5a3s3x+MsJTY9h5acNB6ZdgYDikV4En9t1n1+x1PBYVdc1vdf0WrrQaen9JeP3trvP0tf5AZNA5/4XNMmNUf9vPbXeNEp6Kw2/HOTsERgFjV/JSPblkp6yymSfAjg5SjL5ojO7ejaSny2seXSJfuKh91b6mlvQWr4jVM5GKv26qlL9trrTubtmlTrXHrNH92nXRrRcsblwg5zuUGX9xwwGZd/nIhH/P82v3y1cuO8vxYPv5/0t8DFdkALj7aOw0ksg7cabo375m4gB5fl3bi3UtI21H2y66F2NeVCnycNA7tGd+1lUz6tQxRxpOhRIee9TeSl07j9QnfCEaWX3TLxoa7YtYhB2uOyEvvL1PqhuakgqK9HgSmdqj3zu773cqMp32FCvtMN2ib+4kO+XEXZfZ96ikm6Y7m/bPysTW4cy+5saQJXKzccPeGvnbpso2RYzCwUv4HL5i51Hb6xfr52KMJ98ZcYPUKb3bj2XNnRAYBcwOh3zwRIOisLlR3bfxUuR0n3v09fbdUetZmFjFo3RLpGciFXpQ0RTETM3Z6pQy9OY7H8wjFNnrl+wF8pr3B79Gq6w9KYu3xR44m+h4Gr37dbA2sWpj7aETBX56euxxWummF+B27Gpy2E2qK1GlyCOD3oKOIXnonMR6EP2iV5dO0lDT9juRn9f2ppBdr+jZMVLIIp1MIhhQ//m7tVLXeMo3PXB/2xh7H33h7YPWI1mfm1EqQ3oXtpReTnaMUjxOVVZNjN31uly7MrEZUudiifb2eivBXqtF2w57Yr7A80f0kefW7m+zXIsZxbpu0ON6e4Yx/G3TAXlyye5WqXIanIU8nnKYquwuq4M29h91p7KK7hh6BzTWLNNuTmLnhYowieZtp0IvteIUoUvYfz69JuZ2W7T1kOP8S9EXyLpeT7y5K6m/f6DGuUdG724lQ8dz2PnL221PEm5y+6KtPcH423vsA9g9NlURY41J0qBbf1900BsuCZ9INSM/zKZe4zBfUXXDe1Xpwp9Bc+QviCiBrukhutypVz3VNCS/VROsOJqe7/5ji3e2KjvfnjFKsQzrnfm0J6exu153rsFsDEPDstrNC9VKO9vc3FHHUug1jOXJ94MipacKDa60gnAsh+JML+IH9BgFzDqHCdHaI3wBr9Vf0k0nMb1yvNm7NRv3ZWZ+jCvG9rfyn1O1cne1dfHhlAZX0qeL4/xLdh5/Y4fc8qGShC86zh/eR37v0MMWzntOlM5/MqhXYZvxTulOYendxWxv5cMvb3P8t6rjJ9v0esS6yNQL85W7jtkOjdt9pF4uGNlP7r5iVEvhlOhqRtHplZr2WdAp1yrVPGtUX89MwnzqtHNPjgb3+j22GxeU7Li+U+0YY+inHrgOaepNiJ68WQeJu2nPscwHnskez7yia2f7MceZ0LGDSJKdrkZ5oTy/0zXI75OcLDedfvZ6uXzjY2f7ujIngVHAnFncVdY63IFOls4TMLhXgQztnf6u01Sqs7nlSF36UrYiuREUhcUaJ+I0a/iirZUxewkTHSfRpbPz4eWF9Qflw9MkYa//s8p66KXabR8ulVs+VGp9nrEJpj25XawkE97r2TgSs0RwZLCi2ybeOL69DnNvaSqG/q7IUrj/fuHwloDabvxRZCDxo4Xb5drJg+R7n5gopg0v6ipbKu1z8X/+xg7X/k57Uzi1auf0EX3E6/JcnHQ1VqCowbq7v/O9FNtZo/tLpqxNMhXdKxb/85DcMfNMI3+7Y65+v/wTGb24/qDxmz+vbHbv2iBd/rqp0np8ZGx/+eumg9a1m98K+ZgPgQNCLyyW70x/FZZ4Dr1/l9kNTyzZZRVi+EWcrlU3TCkxfzfaa9XxEuU06/VBh1S33Q6TAaqlOxL/Di/aklwp1kSEJwMOp+GkuzCHU1pWJsRL43urvMoaTxRZkSreOL6nln6QGhE9n8nciMBH3v9dmm4WXpd4HSQ6/i5ytnlThnk8x11L3OqFu9d17piZy4M3/ulOme5Ir29z/3fGy2jwo51JVgh183ro3ZP+CYqU9jSbToPdX+2PNFz10sb3giI/phETGGWAXsDphdytT61qKa1oyuE05H9udbg766ZE5xZJF92hT/gsJzrePED57bgjrOOsEjm46Xt2pzGlJXygTXc+c4VD4YNMiDf2YtuBd5NO4HF6/ycfX27bK6ul97Ut7cYf2fnTuvSO+UrEZgPz2CTr1qdWy+2/Tr6aYiYdyNBYgcXvVLn+Oy86q1gyqWuM3nEv615gZr1Nj91MdVx1EFMf03WD1osIjNIsOgUlXB/eVOScY3Vf+88fDefQ+rXqUKx5gP55KPlyqSGbIgx2A/Izsb30QPubZektiGEyg1PbbFR/5zKxdS4m6Idi9dAt3iE/XrQ9oXRWLRtrWpNNqW4v+uvGg/LI39wpzZ8OJ0/5645+mAbwmUyjUxOH9hQ/0nRcE9wuuJEp1Q1ms0YmDPLn9yy8X/qlYp0/r5J9JFYJXBO6emAAYXts2W92zgOdKNOvytbssw3E23u3UMdp/GX9fut3hntDI6tM6XKdHyMT3njH/XS9SOMHp3cMUzxH3s3MuLZ4KbPaU5hIuLFy9zHj6RInfDSiW9MVtSKgF9X6tNKanm8zndLZqYO5iVJToXNQIXFff36TdY4zZecR//W0hX1y2lDfFGDwZ/+vj9jdGTExz0LYgJ76d/03UHTX0XrrZGdq8KPOfO1XTkUThvTqIuWH23cRe8fTa63vcfj3pzJXQioO1Kb3Dl55BtJEnWiAcThNZVjTyfTcT366RtVeOK0I6EW9unaS/WmcIyydtDBQJs8VpcX+uBMeraOheYy+49Ik5iaYnPjbr9UP1R0zzxC/8Gf3gY/YjYEIGa317t8dS092pqz3QIpQKnbbzElSk+Id4ZCvv02JKVtrLoXTDxWIvDh+wFR6UHvodalWBPSiYsOl6lNRXZ/ZlKdkJ/v1iivHDzTyd9dW+LNYRdjCLemduzHbvmc5IvKPNBRZSRcCozRb4TDWwtRFfs8C/57sphqsTLfjsLmeg3QdUDcZLmjhBycMzkK4ca/3iwjYGV5sdvyApir7xUfGDpB+aZ6Lq712+HCAfNjWg5lNvV7so4u+SGMNjVm5aoKZgMwthwz1pL57wn8ZBEqPyFSlQ4vhDoMMTaXSVRzzZtpGItI9mWcsRV3zxc+G9G57F92nY6szqlt+XtbPm+W2WaP7GU0/3GR4PGIyCvNyAz2PUbrMPjuz38EuPhy7azKl/5Ix5o4Rbpg1uq+Rv9uvu396w6NRlQ4tGhy6Pk0NEB4zoLv4lclSj/65B23Prhu7k38rf2ZMJ4MXrkd9Om+WydL6ptP4kvX82+bLmzvpYGj8iRs+dGZmy3Ufetd/+6rJc9pvltnPp+YHHXLE2Fjnbvk+GkAZhap0aBFySOswle1R6YEqV+311nZz6QonDaZUuWHrgbZ30XNayifASQ+D80bUGC4N217fenGzsb/ttzLAjadDsnGfN4vh1Df695iXyflmtJdy7R5/piWbutm4x8eZK6dDIt8zVGZfjxd+NX5wD99UpfNf/6/PnGiyP7k0NJ0SE7xaGjYR//NaubFSwBOH+Hf+AFXUte3YstPRdeTRRoPD/psJh316E2PPUXPluvXEe+O0IeInf3nbm0U2Tvn4+GBXbCZd/NZLGam+0cyYlSG9vFlwJFF/22Rmn+3m04mE1dt7aoxP5ZAoAqM0e/Kt1pNhhi0tPyIm+LnstFqz20zRCj/fPVWfnTG8zbIOPp3sN5NMBo8NJ/05CEzHrpk8AV5/jr8Co/IqbxbZaPRxL3ljBlPV/dZLGWm9oZ6uM/t1Ez+77OzMTiAcNqKv84TfXhcyPBwiGVwZpdFji8tlk00Kk+rbzcxgfj/f3TI57qLap5Mdxioe0dXH+cqZ0r3AXCqdfy9LzZ4AK4764+Qbtv+Y93rxNbA9Wm8mq8ENMzM4OF57KUs9WnI9nuLuZq5DXtpwQPw8xuiuy0YZ+du9fVxCXxX6pEiJP9bSh/TEsiDGJGaDDHUl+zm3V+UYGhZT49MymWFzn13fZlkvnx9ks730tJ8PzqaqXanqBn/tq1XHvZcy6fcbaJmuYHqq2Z+9u+MG9TDyd4/6tOKm0mE+Otm8Cd0Njnl1w95jpNIFWrwTi6nIv283b86ZkagaQxc9y7ZXiZ9tO9h2HqbjJ/zcJ5EZTQYn1KN12qdXob8C/joPTtro5/Qw9ezqvRm9CbrHg71+Xr5QnTTU32N2Tc1DudrQUIKg3XDx801JT+vSKXaa0mBDY33GGZrQzS0VR8z0ePl5skNl19F2/IQ/q55l0vp95qpN+blm4KOL3jH2t6cMMzcRdLbQ9LAenf2bapvJyav9crHnpdT0KSV9xM9M9YjnaR6fjx31yRQUGQmMHn30USkpKZHOnTvLueeeKytWrIj5/j/84Q8yatQo6/3jxo2Tl156SfymLs5g/TcN9UBcM8nfM0536WSmKovf7kJHu+istvN6lBb5dyBnEOZyiXNvxdNM3VENX9T7JJXd0wrz/VsBK5MZGQ2N/h2LZSpz5a1/+jsDY+XOo0b+bg+DY17d0MkngV3aTx/PPPOM3HnnnXLffffJmjVrZMKECXLZZZfJoUOHbN+/ZMkS+eQnPym33nqrrF27Vq655hrrsXHjRsmmHiNTO5bfXXCmmTtNxTbFC/zkzH5tg6DSYn8OGA7KYFcfV0uWqSVme22Kuvn7RoZpmh52oOZkVhWbSZc33zFTYdYNkw31rq6t8HdK2Kb9ZipJVvl0Coew/I7+uNuX9sDo+9//vtx2221yyy23yJgxY+RnP/uZFBYWyi9/+Uvb9/+///f/5PLLL5evfvWrMnr0aHnggQdk8uTJ8j//8z/iJ2/E6RGqrDGTk/zqlkrxs9e22gfU6fa2RydhTNTvVuxps2xftb8Pstlc7MP62+JfX5x5ptG/Hwr5eeuZ5+f0MDVzVOaq0h1615/ji2aeVWxsws0ehf7u+RiQ4eIeYQV+TiOQzFaLTEVa+8obGxtl9erVMm/evJZlubm5cskll8jSpUttf0aXaw9TJO1hev75523ff/LkSesRVlv7XiTf1NRkPUxZur1S8ju0vuWbnxtqea6pO2lk/fp2yWuzXn6yemdVytst/PPJ/J7TTU3i5+rWjafa7g+j+hXI+j1mei4j9wUvG9ytk7HjSFGXjnIkzWXi09UOm/YckaLCfmJKx5yQb45z4W3/+pb9ctFob6Q61zec8M32s9N8+lTS+217zguqzqfb6vzhPY0d284t7SG7jxz37Xnh3QYz129NTafS/l3LT2Mb9CnsaOw7l8zfzQmFQmnbyvv375dBgwZZ6XHTp09vWf61r31NFi9eLMuXL2/zM506dZKnnnrKSqcL+8lPfiLz58+Xysq2vR3333+/9W/Rnn76aatnCgAAAEAw1dfXy4033ig1NTXSvXv3mO/17+jK92lvVGQPk/YYDRkyRGbPnh33w6fTp3+xTNZGzSqtEfgDU5vl3lW5MnZwT3nq384zsm6Tvvk38WCF2ITcev4w+fLsUSnfOXjllVfk0ksvlby8xLr0P/bjN2SHoYp4brj3ytFy/TlDWy1bvK1SvvjbdUbWJ3JfONns3bSnob06y0v/daGRv/2ZXyyT1WmemT5d7dC5Q46sune2mPLJny+VDYbGAbS3Df5R118eum6yeMHGfdVyw+Ntb1z6xaWj+8oPrp+U9vOCuvC7i+RInb/mzgpbeOeF0s9AWthlP1gs+2yGE/jlvKBrtuH+yzL+dytrT8is7y9O69/IT2MbjOrXVf54+wViQjibLBFpDYyKioqkQ4cObXp69HX//v1tf0aXJ/P+/Px86xFND2zJHNzcVlV3Wk6etv9S6Zdt26EGY+vXJT9fKo/7o2xitJUVta5tt2S+I+eN6CtbDu0Wv2o49d7njfT2/uOO39FM0X3B9DrEcu6Ivsb200FF3WTJrlpftsOkIb2MHn+nlBbJqj3vip/07VFodJtFmlRSLB1yO0i9T++gXTiqf7u3ZbLXDl0758v+Wn9WpttT3SiD+3TL+N+dWlIkO9bs8+15YUSRmX11cJ88KepaYBtUuu1kGtrgtOQaO8Yl83fTWnxB0+KmTJkiCxcubFnW3NxsvY5MrYukyyPfr/QujtP7varxVOxy3TUG7zDVNfrz7pbafdRMr82BWn8OsA17cf3+rJvsNxMuzuAg7mj5Hfxbc3relaON/v0z+vqvFP1LGw+Kl0wf4d+5ZgozOK1Do0+DxxyD8/H4urKM9rR95WJjf/sn/+qNXuX26GCymlES0n7m1TS3xx9/3Bo3tGXLFrn99tulrq7OqlKnbrrpplbFGf7rv/5LXn75Zfne974nW7dutcYQrVq1Su644w7xk/o48xiZ+n5oGdbjjd4e2BjLsD5mDuRHfNrDFtbQ1Pb7eMkYc4Pj/eItg6V4q3z8nfvpa9uN/v11e/xXRfJg7Ul5e493yhiP6m8uFT1V6Rs53daeYw3iRzqliKmqdBXH/JuWrj71c/viYZnwz0p/9YRHqvDJvpL22yrXX3+9HD58WL7xjW/IwYMHZeLEiVbg06/fexdlFRUVVqW6sPPPP98qnPD1r39d7rnnHjnzzDOtinRjx44VP8mNE/l0N1Su0u9lWPsYmmj1+El/pkqEDbQ5AepJUcfQVBzzd29YWhm8wVXU1b9z8Zgqqx/W26cTMv9p3X6ZMMTsHFDhG2iPvl4uft1lp2RoHi3dTrFvgXrXiThZLdkyz1Q6rNpt7gbGr5f6N6X/1Gl/7C0Z6W/W3h6nHp/XX3+9zbLrrrvOevhZ4+nmpCfczITSoi7WicOvfUbLdpgpLz2ibxfZctC/d2r+dfow2+XjB/eUimPeSuHxkqsnmiuf3Mvg5LKpOmU4u+hovX9727zglc3+PCboue2ha8dlrCfEzzcadR/VHkoTgfi00t7yl/X+/I6pqYYmxlW1J/07FGJYny7iB/5NYve4hjg9DNdOHiym+DUoSiTgTJePTxokftUhR2TWaPviJT19PtFeOhXk5Rq9e3/JaP+mOo7sb3aMz8QhPcWPTAbifk/jLOqSJ0vmzWxTfTPd6Wh+tmqXmZ6PCYP9uX+G/eZz5sa8d+/s33P2xWf5Y4JXAqM0ycn1zuDQbLnDpcYMMJP3XmCovdxwOvTenUE7m3xS0tiEXMPjRDUou2KsfUDrdV+57Cyjf39QL3/OYdfXQOlkOxMG9xC/KTAwZqYuzlhir5uaoZTDbNtumkJpyr+eZ5/94Qcrd5vJ+EkWgVGahOJ0bCwprxJTqXR+VtPQZGy7mb5QdvvOoB7co+fawgeaTOeDaRGDf50id1w8QvxmxU6zJ0C/3skvW7NXvMCPN4JON4cyfsHq5/NpXoccYz3iDY3+HrM7749vG/vbvX2cYl1T7480QAKjNGmMc021x1DZab2j9vC148Sv9lXXGdtuC+aMy6o7g37vPUy3HI+UFv3KZaPk+qnmUm/dKg+fSX69I71hrzduVPjxgn9/zUk5f8EieWZlRUbPC/4LId/TdDrzgWTYDp+fe9bvM5dp8YeVe8SvhvX2R08+gVGaFOblejbHVnOwl86bKUU+HF+iaWFIjvZ02d0Z9OPFT6bHGHmBXug9s8obPQmJajA8t4tfe4zG+TCFzUv09DD32Q2ZveD3xmGiXXZVmblB27PAf9cekUb3z/ykuGE9fFpxUxXm++M2go93ae/nO3v5juY//nlYqnzSrRlpiKGxA3qinVe2QfxotsMgfr3beeO0IRlfH9/wQI+RX793M0YWGf37po+v7fWhM8xut2zoTdbgaHUGiwoU5vkzCBeDE7xWG0qJd8twgxNI33hu5oqLuK2HTwpHEBilSc84UX2dwXlx/HqxpUYbKr6gFwrNPu2t6hhjcNR/zDozo+viJ6Fm82OM/Pq9+9rlo43+fb/2hu456o0JEP0+pjKT9zS6F/jjLni04UWFxiZ49XVpXBG56KxiY3/bz0V51npoAutYCIzS5MNx7vz16mIucvbrxZYqyDNzEvLzhcKrWw/GzpH36edKt+kjzJ38/P69e/Odw0b/vn6vZ40y337JWhhjX8309oueomCiT9L8dHeZnMF5Zk4YThttr/++0tzNi80HarNy+otM8WtRnlyfnMwIjNJkxa7YVZkaT5mLTPx6saWGGer693PxhQ5xasczbsveFEOlbKNTXkM+vInxy7d2ml4F+U8f9oauMDSBtV1WwXNr97Vats4jhSG8RLdTVZ2/08JM6NctX/xKz5cmy3WHXTrGf/PcTSvtLX5AYJQmB2tPxPz3Pl3NDaDz80V+D4ODNrVoxci+/kvR+fCZcXovC/2ZCpKJoMSkcMqrF+KiUf2Sy6nP8cBK+zHlxNT8dtmUVRDKYFEBP4/F+oPBgi6DfFKdzMmzq/d6/ua7F3VjjFGwxctxH9bb7AW2XuR/91/8FxyZvns+caj5XoRkfXRC65SYaJ19PHg4nc4eZGY8m1cuTicO6dEyVmNr5XHb98x0yLW/5UOl6Vy1hH16ur8mQ/zchcPFK+cvnyYVWOobM9OL49exbKqHwaq0fq9Kt7PK/niYScN9+N3bbagKYrLoMUqTi87q6/hvOR5J01m3pzptv/vjkwbIf848I+sKhX3KhxVhGppiF/romkIJzTN92IOWqBHF5ioPpTPlNdFfuW5PTcwbEdob822HnucPnVkcqAt8bafpI1JPE6k44o0LB80quO3D7Q9uiwyOoVV/31iZse10RrE/ez9unGbuXFbo03L6YR8ZN8D4FA63/Wq1+E2OTyIOn6ym/wzr43ywvHl6iblqMBEmDknfXEq9CvKlOA15xL18XMPflLI43f7d49y904PExycOtP232Wf39+14tXjWGx5TEU557fD+3QB9nnfFqKR+R3TT6K+am+TviPTA1WfLvVeOlj998XxrAPDq3fZVhtY4LDexDVP5vIm64Zyhsqw89dSW3y7fLV6hvX7t3bdNj7upPdmU0ewLv+lVmGc7t12m+H2C1zEDexhPsfZCquuI4i5y7eTYGSmRxhrcbsnwRkJzFppa4nz38F89kt5x4lT6qukM79slLeOBMlltyM6vl3nnwiVR9adiz+my91jsgaT6LfnEOUNlYK8CefS18lb/9rPXd8jdV4ySh17a6omxMNlSkjXyomvGyGJrzER4zpEFf92a0M/qCesrl51lzelS3dBo3VTQ/UeDhdqGJnn09dZtGY8GZpeM6dfqpk7IoUvJdMprpM9fOMKKEKO/o8P7FMoOF3poNHY4/4w+8vSKipR/10kPVUIJB+b3lG2U06GQ1f7XTBooZWv2eX5fn5zBlOezB/njYi/SsfomeXvPMWPB0bQY10d+oMdjUze3TadYR6/Lrz97rpw3vLd89Y/xp4AZ75PKlvQYGdCve2fxgg1pTKWbNbpfzOCwvTbvN3sXf/sh87nFyfrXc2MH4qfiBMh6QaQX5RfYlKDXC6bxg3rKTQkE++cP7+1K71ImOqgmD+1pvCRrmJ6Ap4/oYz3HG+z9i89MaenR+d4nJlo/89EJA+VfzyuRK8cPbDmZf/XyUfKRcf1jbmMNrCJ7qx6cM7bNxYDu4zkeTRWO9LEJbXs83QiK1G0fHi5ThvVy5bvd0+C4Dzuj+neTL1w8XL51zdny5tyLfVNV6kB17OJHbmpoNDcnYSpWZXAS3GgakOkx1q9MTYybaIq1dQweFn/7FqdYBKw59F6QmOiEvfWN/ihtT49RmjilmHhJfVP82eF1B5szeZA8v3a/dRGciK75HVouoDT1J9E73Il4fdthoxes8dLOvKZ3lzy5bmrsVI+xg7rL6+8csf03PQBHXhDr68i7VXrBXNgpV/4vgZ60/5g1Uq4+WmfdgU5lhr9PThsqv11REfM36HrecM4QeXrFnoR/739/ZJRUHK23eoq8EhQlM9j7wjOLklrvn3xqiry6ca/Ula9us88//8XzrYsX7XEK91bZ3SHVZQ9dO07mPbvB6lnUO20Lrh3niVThSKt2HU1LL4duq1s+VNKmdyV83ZLs3+zvkZtm6q7fr5Nn13xQsvut7Ufkb5sOer63yJLB9N63fVrGfKrBmxeaDpbOMc7p1LljjtHjW/Sxxk5Jn0K5ZuIgWb079jY+UteY0rrk5LwXJOo1QDzhG6x+QGCUJk4pJn4pDatf88/OKJVbLii1dsTwBdLeY3XW2IuhvQvl2y/ZBzzHT56WP6yqsC7INY1Fg8S/b247GHbMgG6yvfJdSeYmgun0Ju0ZWfzPKvGLY3VN1kko1oG8tLirbWA0dmB3efwzU1t+1i61RoOmusbTcbv2wwdF7fnQu9CLNh8QOfFO0p9Hv5f/MesMK/j++Rs7Ha+JnvvC+dK3e2fbwEj/XQfKL4kYE6K9I7fN8P6EedoG10wcIM+vO9Dm3y49O/l5Lf6++ZBckN9622igE06x0b8X7yIgOt3Pa0GRyklT1Za5HxnV8nmjt4OWe4918eJ2IRQ3aZpVZFCk/rrRG5PPJuJqhzGR6ZCnM376kB4fTfFSOliypnigMm34WDP3j+tl8Tttr0e+cPEIGdmvW9zfk0gbPHD12VZp9/X7bG4AvP/zer7Qc2j0MSPMKePAq7xxFM5Cfqi6MqS3/Zf0E1MHy5cvHdnqS/zBBVIfuW7qe8u2HnzXcUf4+6bKlp6KIofu2i9cdIbc/ew6aWwM+Sa9Sf9+Xq6IXyY71y2rY0w+OsH5gFTU1b5IxhXj+rc5kNldBGvgpZcGTq0YeVDUajo6cDQvNyTfmZb857n7/QtRHRj+v2/ubHNgj76w/9yHS9sEUPoj/zFzpNx9ea6VTqJ3Tk0ORG5PmqpdYNSzoFPSF79/enu/XDCt9bbRwDVZiQRQJmmqW/R3VGOlCYN7WNX3kqW/S4s6fD4qmI7cDpH7yvp91fKdv26LGyTld/RGdrvTHCmx9nOv0Au0TO7PpUVmq1e2lxZIuXJ8gdF0sEwFRx8+o49cNra//OXtfbJsZ2o9VYN7eafX443tVbaBul57LSlP/QZuh/fHlb64oe35JnLOMD3maeq2pmd/9qnVrY4RekQr+8J0X51jvXEUzkJ+qLridEC/cGRxQhc5uiP8x8X2d9lnv3/3Wi+af+uQzrSvpkEKEpzQ8CuzR0rZFy4Q0/RiMl1B0bg0zZujA+9jefdEU1LLI8e8xCvtm/P+QVEvEt2opqPjmewqtul/b5w2RJbMm9mqSpRdZa1w75UeqG/98HBfHbDdHNfjdPFrcuxBuoRT/sLfBX2ee/kox6Do3y4okf+c5TzdwI8/Oem9og4J/F3dVzSA0jE6//PJSTHfv9HwGMp4g+O/ePGIln3OSc/O8Y/pN547xJfz6DkF3V6hTaPjC/V79uiNk2JuY5NJLeHjd6b62jTjRcdZ/uCGySn/rjdtghEv9bo1nQ7Jwi0HE5qq4KMxyo53eP+G5qHaE7Jsh/ONksj0OL2ei16lZh+NLQojMApw1ZXwXdToA2syld/uumyUDI3qedLX4d4i3Xmdjr96B3VgAgGY7qDXThksXpDO2aY37qtNy++N15NQWWs/UPlQ7cmE/4YGIHYH4VDEQTHV9Am9mI08CGsApBebv73tPCsgenDO+DYBvV3Jaz916ce8yH//tT7r62Q/k9MxyuTYg3TS78tbc2da3xd9HhejQpJWNZs1qm/Sve2xhAthTI0xKFrTUr0gnBrTtsrhqJZ9Tgt92Kk+Eb8YQddOeWmb60qzGPQGViZ5IZlOj48PzXmvt1y/Z1psZZBD74YXCqTo/vi/Dt8hN2mmiZs3vzRQ8Pp408ff2JnQXGQfnzywzY3D3Pef//7lGVYbxbrm+cz5w1qdd+wKQ/hpbFEYgVEGTyxX21RG8tpdVD2wJnuBdU7UBVbk61gVVDStJF7KYfTg/2wOeDVmmHFm28pvqUjkBKgnUTtXjh+Q8nwxkQfFVCcs/eyHhtsGPpG9V3Y0nemHN0yw7qDqRZ0f5x2xvcif9/5FflQvWTLHqOhjUqbTkDIt8vvidEc1vM/odnCawDiVO6D3fnSML4ovaEaA9j5EVjmM3IaaVhx9jpuW4MX2/765I+78aqn409r9kimxbv5lko6rjD4OOH3HI8fGmaTfoQLNTU8jLfKg2QpuFcUq8MgwCW2/f5lkP4fQ8p1Hrc8cby6ywk55bW4c3v+xs1tVT3a65hlRVCj3f2xsVt6IZIxRGumJRAfrh8cxjOnfVV56KfEqWZmQ6sBpu0G6+lo/t15Y6O+7+3L7ynS6wxbFmQT2rtkjPXUhq59pYM/Osj8N5WD1IHLBmUXyxjtV7T7RzvvIKHn4pa1JVQjTk5PeVVtTUZ3SeK7wfDEP/3Wr1TMUfVCMLN6Q7EiF3PerfyUrPKZJ10e/b/r3vfR9SoUb43q+/fFx1jHp7svOkimlRVkdFDndGJr77IZW38Zw75teWLxzyD4lOpU7oLEGvXutXLd+H2J9J6LPcXuONciKBFIxdX/ckMZqbnVNp7J2vIyTPUcbEt5/7crXm6BFmhrSPGA3XFJa92k3imKN89C8VXOmDpY/rm07zjv0/mfWGxh6zgtXDY0WLogUeQ1YVNhRXnppfct77Aor6LxFv/vcdN8W44mHwCiDJ5amJrOzgafjAuvVLW2rzalFWw61fG6nlBXtAZCc2AfFI8dTKyeZDhefVSy/We5OgBsezKxBxNcuP8sKKtp76B7Sq7M1lkFPeskelHT8luYlazn0VMpVx/v74YPmjspaqdqyTH75mXOsbn+ncuGp3HWKHtOkzxqU6d/348E6nT49vUTy8rx1UZ4J4e+jFigJpxGHvxta4jtWOk17v0Ox5qIa2ss5Pcar4gVPTvu0nhdetqlW6oaxA3t4qnxyJtiNJXXqzTI5QWmklzNQ6TAyBTuZuRX1Zpzd1cnS93tjvLD9ujj0XkV+Zj3G6Wu7CVh1Xsjw9V/48zTZXKdG3wCJt797vRhPPARGSEnfbvZ3P4u758e8oxbuAfj54h3tzqM1RYM+twzroyfVCdZBLNUxON0756V0UNJgyI2qf/H+vv6bdVdqi1gTRv5fjCDz4pFF8uC1bccOJcJue+qFi1cuCuAN7439KUiqxLemarW3dy3WMW1qqb977LTHKJ7wjQ6naqVu0F79TIq8S/7W9sPy6OvlGS9u0KuwU8K9WVolUXsKTLt8bH9ZuPVw3Pd16ZRrpa/G26Tnlva20sjCdA/WoDXZ433u+3MB2U0CHdkDZZrTmMTotHOnOaOSmRdyQjtugPgVY4xg3f3Q0o7hPNxkaCnHaDnvlxSOlXcaTvHq1DH2oJPxMQZIm3IgiaIE8RTkdWw15iGVMThjPbitEjE2RmrCl6LKxicjWwaCwnvVxlJJ1dLv86xR9oUH9h5N/hjsJfFSlcKlezWQSGflVr1wzTRtVz22/CQqKNLPPCsD8+91thmrE05ltyt81J7zvdu0SFMiQWzHDrlWj24seqz/4Q3vjYv7r5lnyLeuObtNldJYvbVhOe/3FNkFRWFeOYfYnePs0s5nOhSSMT0vpFcRGAWcjsG44KFFcuPjy61nfZ0MPfA+HF3AwWZcS2QFscgB8J3izNvhtzKPyZoTMXg5OoBM1o3T/Dl2JlbFwVQmIcyWgaAwO5luOlK1tOqdnU5pHoiebvGK6USW7h2exmyA7gVmkmHseqn10x6rT38avU68bsculT3cc+4Fj1w3Ie57ahpOxc2muPuK9wpKaK/Gl2e/V547+lifSAZKvF6p8QO7e+YcEuums904Yq/NC+lVpNIFmFtjMBIdbGeXYjW0d+w7L4WdvHehUJiXK/UuDRjddaTOcVs+tWSHvLwp8bS9quPu9WRlkn4n7CZiVammLGTDQFCYc8sFpbaT6abakz20j/1xb1hv76UOJyNeL1Bkj22ic9i1R21D5oovJDLmo74x/evjNFG3XTqdl3rO3SpekUhBiXAlN7uCBYn6839+WLwk0XOcW+OIg8B7V53ImFhjMJKVSNnk9uSke7HHqFMH93abN/952HFb3hdVCjMePeD5VayJWFPV3u8m4HQXfsO+Gk9M0us1PQvyEp56wXHguAvrYWouLqcxH3ur09874xSse73n/B//POzKeCwtoJJoJTc7D1x9dkKp7JmeI8vNc5wGQw9cM46gKA4CowAzPQZD0/Z+tHC747976a5WshMYhmmes6YPjh3Yzfbf+8QpV54MP+cLe/3kjWDacfi4/XKHMt6J0u91ZBpt+I6337/v1Q3OKWPRF78VR+2DhVRvhZmci8vpnGpXGCEd5bqdOKWyeyVrJV5c1LtLXtwU80Qz0Bsceu90rFMiqexuFl+CN5FKF2DRZUYzeTEaPiA60UOT3y+Mw0Uo9DNcPXGQbNzfdi6nK8Y6T6KayEDRyBOH37vGSXuD1wwv7mq/3GHi12SOf89FpfP8Zf0B+fJl3igDnI4eI734jUzVjlX1L1l6t7/xVHNCpYQzcU4NzxuT+/557BdvxK6+mq5y3dHr5rXvVqKVWMf07ybf/cREK5tF0+uvfnRJq3/Xb5KW2k/E2w69wNo7/OVLz2pJS1uz+6h89+//jFlxF9mJwCjgTF2MxjsgfudfxlkVa7yoS16u1CUwxihydvHaE/Z3Uo/H6H1KplR5Tf0pz8ytkAovnryRPXQf0WOP7luJfM+06ua9f9oUs+pme2RrKflYPUbRnzFW1b/2pJF5qpRweIK692O/3laPUfqq8KmeBenvlTI1vkhTFMPnBrtqeslk4jmViQ+P0Qr/Hb0eig6M3Nj34X2k0sHIGIxYpam1WopXgyJVUhw7YNGPNe+KUdZkp2HH6uzv5h2pdy6YoO3x/tREcXmpyhCQLRU4E6266bc05nSZFmcCzcjPGN620fq34468V8aiOhU0qnI4/vfo7N69aT+OTwv3sMXTs/CDE6HTxMuJjjG6dEz/hKYe0XWLruQ2aWhPX9+4QGIIjGCEXWnq84b3kl98ZopVPcXLRvazT69R91452po74fMXfhAUqbUOE6ytq7BfnuwOqpvR7xdVQKYvWBOZy0V71d+aO9Man6HPbozPsDv+3XfVGN9fdGmvjY7xiRT+hHap2rotl86bKV+ZPVKunTzQOv5/8eIzkvqb+ns1vaq9c/G5yakn8MQp+6IM/Xvkt8y7k2pm4aHaE+JH/7d0d9z3DOvzwc1IpxTMRLdfOCAPv12f9XX0vqdFFtZEnZ/1tReLL8BdpNLBGL+OKTlW55wu8pHxA2w/xwmHakUNTfbLw+L8c4svXjTCN9sPyLRUU9fSkeIZPv7tqKyVqi3LZM5k5/m8/CR6bOTZA7vLf185xvEYr8vumHlmy+s/rEpuLr1rJg2Uj/9kidW+2gunAaep4gJOpbGbHXLFGhpPW8GkPgb2KmgZ79seWhTAKZ0w2RTSTNHy0Rv318Z936+W7rZuNoZTMMOZipFBUaJjjBK99ljh0DO1atcxb6VtwnX0GMEoP5ZS7pBITc8oNzhMvnpDnBN4QYITPn7qvGFJrxMQFF5NXdPj3rTS2OlnfqIXutF32fXCt76xKeFj/JLyIwn/vVumD7OKWLSnJzCT1TWbTtmn+p2MuPMVrhz3P5+c1K6//aPXttumh6Y6iXs6LdqaWIU3bddwqrhu44ei01vnJJ/eGu/awykt1FQpeGQOgRGQpN4Ogzdj5Tl/1GHyOaflYSP7d09onRhfBDijHLzZC91k5lgbHmcMZ6RBvQtdm4vPLXalsft262z73qKundt8T0NJlRL4QMgmKEwlhTQTZo7q265UcTfSWzUl7vE3yh1T4+zSQk2WgkfmkEoHJGn84J7yh1X7kspzfmXzQdvlr26ulE9PL3H8W2MH9ZBVu2OPQ/LCnW/A6/TiaVT/brJy1zE5x3BZ52ylF7q/Wb4npTnW/mXKEPne399J6L09Cjrapq6ZPh62Sb10uAWda5N9sNthfqew8E/YhU/R6aFer36oU0z06ZInR2Kkp6srx7ZNUU8lvfWu36+TZ9fsaxXwfO8TE9u8T5fdNH2YlT5nuhQ8MoceIyBJ4wfZzzAeay6FZ1fttV3+x9VtLyIiffjMItvl4fMpE6ECidEUIh2L8q0Xt1jPXkopyhZ6oRtdyUtfJzPHml01sEE97XtcahtO+WJi6J4O5UW721Sl0/mYYrn87H6OfUrRQaGmkOZ4uFCP9lzFC4rUbTNKXfub2kMUGRQpfR2r5+jWDw8nKAoQeoyAJK3fZz9B3NUTnWeu3++QurC/OnZKQ0En+130RzdMkj5d831VtAIwxSmlKDzZKNyjF+OR44ySmY/NqRrYvmr7imt6/NOgy+tFfCrftZ+W4fDxtstnjeorP1q43fF3/XVTZZviA+GbZQkFhe3L1EuLRCcxr7LZTu1FUQXEQ48RkKTyQ8dtl/fu4jz26KPjBia1PKxLpw62y4f09l/RCsCUWClFEGN345O5cLVz4v2Jtr1exGfykNY9YGETB/e07aHomEB9n5biAyLyuRmltmNt9HsfHQfpa6987xMNmpMZoxYPRRUQDz1GQJJG9O2a9KBhLcWazPKwCod88z1HG+jaB1Iso+yVlKJs4cbd+HiTxEZqZ2XrjDtzQDfb5WcNaFtcR4PIU3E+l/7zjxPIGvD69z7RuZfsxqi1twR5uKhC9Bgjxg8hjB4jIEmXjG49Q3bYLIfl6o+r7ccYPeuw3K3J7ABQlS5T3Lgbb1cN7Iqx/duOlRGRKT4pnVxbbz+Oprq+sV09Zhrc6GeP10vm9WqMifYOjhnYw9US5FpUQSfW1QnZ9dmu8AKCix4jIEnhmbPnPrvBunOnpxydVyHWyWZwrwLZVtk2BW9w79gnKDcmswPwXlW6oq6d5LWth+XiUcVJFQRAZtlVA9OL33nPbpDm9+/oLohzzPWSzQfsJzHdevDdNsuGx0kvSza48fJE6on2Duo0GB+dUODqeMHwxLpANAIjoB2SPdn856wzZeHWtnnS/xEx47ud8GR24RNBeGZ3L53cAD+ILNH76+UVjiV64Y2B7dEXrl6+wI9nzIDutsd/LR+faMEd9dXLRsqcyYPbNZmpF7eXXVpbvAwJr5cgh/8RGAHtlMzJxqmqTiLVdvx8QQB4uSiA9kpw11h8M7Ddqxf48XQvtC/X3bOwbcGeTQ5VT9Xkob19+fkT7R0c1quT1JWvbvXv0RkSXh83Bf9jjBGQAf+3dLft8l87LI/m9apLgF97MuCeVG4AZbNkAsbF/3SuwJatF//huYIuPKtf64p7OSIPRWVIeH3cFPyPHiMgAw4nMY8FAHdRojcz/rL+gO3ylzYcYExXgoYVFcqb24+0WX7e8F6Bufh/5csXyp7qRscMCbIokE70GAEZUNQt3355V/vlANxjV+mMEr3uK+hkf0nROc9+PrageHVLpe3yRVsOtVk2ql/bEt6RczYFQb/unROquEcWBdKBHiMgAzSHevE/q9os//T0YWx/wFClM7irqGtnh+XBvgHUeMo+qDl56nSbZVsO2o8xWrenxhor157vrf6cppNqzynfeyA2AiMAQCBQoje9hjhMWK3TFQRZp472PWn5Hdv2pL1TWef4e9pT3S+yGqOiGiMQG6l0QAb8YZX9RK5/dFgOAH5T3WA/kWltwykJMqdJwWeO7ttm2Vn9urpWfMGpGqMuB2CPwAjIgI7hMjvRyzvYLwcAv+lZYF+WuntBsJNTtJdn8tCerZbpa7ven1jjago72W9fJ1RjBJJHYARkwLnD+yS1HAD8hh4jewdqGmTdnupWy97eU2Mtj7b7aL3t78hpR4+RX6sxVtaekCXlVbbbB0g3AiMgAy4ZY59KMcshxQIA/GZ4UZdAzb+TqJ1Vda0mJFWnQyFr0u5ohZ3sK/hdcEby89j5tRrjpT9YLDc+vlwueGiRPLOywvTqIGCC3b8NZMih2hOOy4MyNwWA7FbQqaMrKWDZprSoizVZaWRwpBOT2gWMH580SJ5c0nbi71suKMnqaozaO7Ryx3uT24a3kz7fU7ZRZows5jyJjKHHCMiAhVvbzlehFjksBwC/6eLQ21HoML9RUOjNrwVzxlnBkNLnB+eMtb3Y18Cld5e2geRtv1rd7t4T/Z23fni4Z4Mi/VzaO/TVP65v829OPWtAutBjBGRAUddODsuDPb8HgOxR19h2Xh5V3xicyUmdXH/OUKvnQy/ytafIKVNg4ZaDcrSubXW/bO090Z6ieWUb2qQaxutZA9Il2LdxgAy5dEz/pMYeAYAfU8ZyXCgakK00oJk+IvZYoVhZBNnYe2I3/irSNZMGZlUgCO8jMAIyQA/sD187rtUyfc0BH0BWY0aCpMwc1XZuo2zuPbELpiOVrdlHdTpkFIERkMkd7v0zgMO0RgDg67v/0Tf/QyHJul6OdJo1ur8M7d22hyTWuKRspt+n1buYkBaZQ2AEGMijDueLM08DgGyrvpbtvRzppOeEvcca2lyolX1hujVOKQjBdLT3a1YAGUFgBHhsHgsA8CPtzRjcq3WPxqBenQPXy+H2uaI5iwtY2AXT0UHR5GHerKaH7ERgBGQAd1IBZDutqFZxtHVvh77W5UhM0M4V0aXMVfj/dDs8NIexuMgsynUDGTz4a/qc9hQFNV8cQPZyqqj2+rbD1tgZxBfEc0W4lPmOylqp2rJMXr3zQtlT3RizrDmQLgRGgMfmsQAAv1ZU+83yPW2WX3RWsZH18asgniv0MxYVdpSXtoj0695ZBvfpZnqVEFAERkCGD/5BOMkBCB7tFZo8tKesqahuWaav6S0ye67Qgg46dknT9Lx6/tF1LK+sMb0aAIERAABwh158RwZG+hrmgplnVla0VETVMTuapue16na6jnOf3SCdOoTkO9N07qK9cv25paZXCwFF8QUAAJCyt/cck2fX7Gu1TF/rciQXKFzw0CK58fHl1rO+ztZpInRdNCiKLMR33583eWodESwERgAAIGUrdh21Xb6KCTqNBDN+mCZi1a6jbScFZlJXGERgBAAAUjatpLft8qklzENjIpjRNLzoKYL0tZdKf+c4zN7KpK4whcAIAACkbMKQXlaxhUj6WpfDI/MYxZhM1YQpw3q1Dd6Y1BUGERgBAICUabrXuj0fFF5Qb++pYbxIChOepjKPkfY+tUlTC4mnUun0cz107bhWweD8q872bPU8ZD/KdQMAgLSmgXGhm/l5jMK9T5Ft4mrvU5omeJ0zebDpVUKA0WMEAABS1tB4ynZ5fWMTWzdJGgxNH9EnpYDSzd6ndNN1mlZqP0YNyCR6jAAAQMp2VNXZLvdS6lbQuNX7BAQFgREAAEjZcIfJXL2WuhU0GgwREAGJIZUOAACkbF+1/Vw7+6tPsHUB+AI9RgAAIGU7D9c7FmWA2WqB2gZajMGrPUe6juWVNaZXAyAwAgAAqSsttk+Z0wtymPHMygqZV7bBqkynFeq0GIOOO/LiOublhuQ700TK1uyV688tNb1aCChS6QAAQMouHdPfdvklY/qxdQ31woSDIqXP95Rt9NS8UtHrqOa/sNlT64hgITACAAApO1R7IqnlMDevlFf4YR0RLARGAAAgZSt2HbVdvmrXMbauAeEJXiN5bYJXP6wjgoXACAAApIxy3d6ihRY+PmlQq2XXTBroqQIMduv40fEDPLWOCBYCIwAAkLKCTvaFbgs75bF1DdBxOs+t3ddq2fNr93tq/I7dOv5l/QFPrSOChcAIAACkbN8x+3Ehe49RrtsEP4zf8cM6IlgIjAAAQMrW7am2Xb5+L/PTmNClUwfb5YWdvHPpxxgjeI139g4AAOBbM0f1tV1+0VnFGV8XiNQ1nrbdDPWNzZ7ZPDqWSOdW0oILYfddNYYxRjDGPiEYAAAgCUVd85Najsz0xkSmqnmx4ptOODtjZLHsqKyVqi3LZM7kwaZXCQFGjxEAAEgZ5bq9Jbo3Rp8fnDPWk70xuk7TSnubXg2AHiMAAJC6aSX2F7ZTS3qxeQ33xmgxA+0p8mJQBHgJqXQAACBlE4b0kslDe8qaig+KMOhrXQ5zNBjyekCk5bnLKynSAfNIpQMAAK5c3EZXpnt7Tw1z0iCmZ1ZWyAUPLZJbn1plvS5bs5ctBmMIjAAAQMqYkwbtCabnlW1oVSBi/gubCaZhDIERAABIGXPSIFkE0/AaAiMAABCoKmjwBoJpeA3FFwAAgGtV0Eb17yYrdx2Tc0p6UXgBCQXT95RtFJH38umY4BUmERgBAADXBtKHx4zo5KJ60avBEuCECV7hJaTSAQAA1wfS67P2BOhyIBYmeIVXEBgBAICUMZAegN+lNTA6evSofOpTn5Lu3btLz5495dZbb5Xjx4/H/JmLLrpIcnJyWj3+/d//PZ2rCQAAXBhI/17ZhQ/o65KiQrYtAF9I6xgjDYoOHDggr7zyijQ1Ncktt9win/vc5+Tpp5+O+XO33XabfPOb32x5XVjIQRUAAN+JjpQAIIiB0ZYtW+Tll1+WlStXytSpU61lP/7xj+UjH/mIPPLIIzJw4EDHn9VAqH///ulaNQAAkIZUuoh5Oi2hkMiuqnpKdgMIdmC0dOlSK30uHBSpSy65RHJzc2X58uXy8Y9/3PFnf/Ob38ivf/1rKzi66qqr5N5773XsNTp58qT1CKutrbWetYdKH14SXh+vrVfQ0A7m0QbeQDuYl01tUN9wQvI7RIdGInUNDZ7/fNnUDn5FG5jXlKX7QTKfJycU0vs57nvwwQflqaeekm3btrVa3rdvX5k/f77cfvvttj/385//XIYNG2b1KK1fv17uvvtumTZtmpSVldm+//7777d+XzRN1yMFDwAAAAiu+vp6ufHGG6Wmpsaqe+Bqj9HcuXPl4YcfjptG1146Bils3LhxMmDAAJk1a5aUl5fLiBEj2rx/3rx5cuedd7bqMRoyZIjMnj077oc3EbHqeKtLL71U8vLyTK9OYNEO5tEG3kA7mJdNbbBxX7Xc8PjyNst/d9u5MnZQT/GybGoHv6INzGvK0v0gnE2WiKQDo7vuuktuvvnmmO8ZPny4lQZ36NChVstPnTplVapLZvzQueeeaz1v377dNjDKz8+3HtG0Qb3aqF5etyChHcyjDbyBdjAvG9pgUkmxfHTCYHl2zb6WZddOHmQt94tsaAe/ow3My8uy/SCZz5J0YFRcXGw94pk+fbpUV1fL6tWrZcqUKdayRYsWSXNzc0uwk4h169ZZz9pzBAAAvOt7n5goN00fJqt2HZOpJb1kwpBeplcJAMzPYzR69Gi5/PLLrdLbK1askLfeekvuuOMOueGGG1oq0u3bt09GjRpl/bvSdLkHHnjACqZ27dolf/7zn+Wmm26SGTNmyPjx49O1qgAAwCV9u3eW0QO7W88A4CdpncdIq8tpMKRjhLQa3bXXXis/+tGPWuUyanEGHRSlOnXqJK+++qr88Ic/lLq6OmuskP7M17/+9XSuJgAAcMEzKytkXtkGaQ6J5OaILJgzTq4/ZyjbFoAvpDUw6t27d8zJXEtKSiSyKJ4GQosXL07nKgEAgDQ4UNPQEhQpfb6nbKPMGFnMPEYAgp1KBwAAgjXBazgoCjsdClkTvAKAHxAYAQCAlJUWdbHS5yJ1yMmRkiL7CdoBwGsIjAAAQMoG9CiwxhSFLyz0+cE5Y0mj80CK45LyKusZgMExRgAAIGC010hT6qJ6j5B5FMMAkkOPEQAASFvxBXoqzKA9gOQRGAEAgJRRfMFbaA8geQRGAAAgZRRf8BbaA0gegREAAHCt+IJWolP6TPEFc2gPIHkUXwAAAK64/pyh1oSuOneRlunWi3OYQ3sAySEwAgAArtFgiIDIO2gPIHGk0gEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAACAqxOLLimvYmJXAL5D8QUAAOCKZ1ZWyLyyDdIcEsnNEat8t1ZGAwA/oMcIAAC40lMUDoqUPt9TtpGeIyT03Vm+8whbCsYRGAEAgJTtrKprCYrCTodC1pxGQKxexgseWiS3PrXKel22Zi8bC8YQGAEAgJSVFnWx0ucidcjJsSZ6BRLpZVTzX9hMLyOMITACAACuTCSqY4o0GFL6/OCcsUz2Ckf0MsJrKL4AAABcoYUWZowsttLntKdIgyUgXi9jZI8RvYwwiR4jAADgGg2Gpo/oQ1CEpHsZ1X1XjeG7A2PoMQIAAK6OG9EUKe0NoMcIifYy7qislaoty2TO5MFsNBhDYAQAAFzBPEZoDw2giwo7yktb2H4wi1Q6AADgSk/R3Gdbz2M0t2wDFcYA+AaBEQAASNnq3cckahojCYVE1uw+xtYF4AsERgAAIGUhjYJsl7NxAfgDgREAAEjZ1JLeEjW/q/V6Skkvti4AXyAwAgAArgygf+jacS0XFvqsr6lMB8AvqEoHAABcwQSvAPyMwAgAALhGe4joJQLgR6TSAQAAAAg8AiMAAAAAgUdgBAAAXJ3odUl5FRO7AvAdxhgBAABXPLOyQuaVbZDmkEhujsiCOeOsggwA4Af0GAEAAFd6isJBkdLne8o20nMEwDcIjAAAQMp2VtW1BEVhp0Mh2VVVz9ZF3KB6+c4jbCUYR2AEAABSVlrUxUqfi9QhJ0dKigrZuoiZfnnBQ4vk1qdWWa/L1uxla8EYAiMAAJAynbtIxxRpMKT0+cE5Y5nTCAmnX6r5L2wm/RLGUHwBAAC4QgstzBhZbKXPaU8RE72ivemXfHdgAoERAABwjV7QclGLZNIvI4Mj0i9hEql0AAAAMJ5+qe67agyBNYyhxwgAAABG0y93VNZK1ZZlMmfyYFoCxtBjBAAAAKM9R9NKe9MCMI7ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPCoSgcAAABjDtQ0SHllDS0A4+gxAgAAgBHPrKyQCx5aJLc+tcp6XbZmLy0BYwiMAAAAYKSnaF7ZBmkOfbBs/gubreWACQRGAADANXpRu6S8iotbxLWzqq5VUKROh0Kyq6qerQcjGGMEAABcS4sK9wDk5ogsmDNOrj9nKFsXtkqLuljfk8jgqENOjpQUFbLFYAQ9RgAAwPW0KH2+p2wjPUdwNKBHgRU8azAUdt9VY6zlgAn0GAEAgLSmRXGhCyfaozhjZLHsqKyVqi3LZM7kwWwsGEOPEQAASFmXTh1slxd24lIDsWngPK20N5sJxnG0AgAAKatrPG27vL6xma0LwBcIjAAAgGsD6SMxkB6AnxAYAQAA1wbSh4MjfX5wzljGFwHwDQIjAADgmlCo9TMA+AWBEQAAcK1cdzge0mfKdQPwEwIjAACQ1nLdAOAHBEYAACBlFF8A4HcERgAAwLXiC1qJTukzxRcA+ElH0ysAAACyw/XnDJUZI4ut9LmSokIq0gHwFQIjAADgas+RPgDAb0ilAwAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAALjmQE2DLCmvsp4BwE86ml4BAACQHZ5ZWSHzyjZIc0gkN0dkwZxxcv05Q02vFgAkhB4jAACQMu0hCgdFSp/vKdtIzxEA3yAwAgAAKdtZVdcSFIWdDoVkV1U9WxeALxAYAQCAlJUWdbHS5yJ1yMmRkqJCti4AXyAwAgAAKRvQo8AaU6TBkNLnB+eMtZYDgB9QfAEAALhCCy3MGFlspc9pTxFBEQA/ITACAACu0WCIgAiAH5FKBwAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAADgmgM1DbKkvMp6BgA/YYJXAADgimdWVsi8sg3SHBLJzRFZMGecXH/OULYuAF+gxwgAAKRMe4jCQZHS53vKNtJzBMA3CIwAAEDKdlbVtQRFYadDIdlVVc/WBeALBEYAACBlpUVdrPS5SB1ycqSkqJCtC8AXCIwAAEDKBvQokI9PGtRq2TWTBlrLAcAPCIwAAIArY4yeW7uv1bLn1+5njBEA3yAwAgAAKWOMEQC/IzACAACujDGKGmIkOTnCGCMAvkFgBAAA0iOqSh0ABDIw+va3vy3nn3++FBYWSs+ePRP6mVAoJN/4xjdkwIABUlBQIJdccom888476VpFAADgYipddBykrynXDUCCHhg1NjbKddddJ7fffnvCP/Od73xHfvSjH8nPfvYzWb58uXTp0kUuu+wyOXHiRLpWEwAAuIBy3QD8Lm2B0fz58+XLX/6yjBs3LuHeoh/+8Ify9a9/Xa6++moZP368/OpXv5L9+/fL888/n67VBAAALtCy3AvmjLPmLlL6/OCcsZTrBuAbHcUjdu7cKQcPHrTS58J69Ogh5557rixdulRuuOEG2587efKk9Qirra21npuamqyHl4TXx2vrFTS0g3m0gTfQDuZlWxvMmThARhYXyJqKapk8tKeMHdTTF58t29rBj2gD85qydD9I5vN4JjDSoEj169ev1XJ9Hf43OwsWLLB6p6L9/e9/t8Y3edErr7xiehVAO3gC+4I30A7mZVsbFIlIxTGRirfFV7KtHfyINjDvlSzbD+rr69MTGM2dO1cefvjhmO/ZsmWLjBo1SjJl3rx5cuedd7bqMRoyZIjMnj1bunfvLl6LWPXLdumll0peXp7p1Qks2sE82sAbaAfzsqkNKmtPyKU/WCzNERUYNJ3u71+eIf26dxYvy6Z28CvawLymLN0PwtlkrgdGd911l9x8880x3zN8+HBpj/79+1vPlZWVVlW6MH09ceJEx5/Lz8+3HtG0Qb3aqF5etyChHcyjDbyBdjAvG9qgorpGGk5Fz2Qksqe6UQb36SZ+kA3t4He0gXl5WbYfJPNZkgqMiouLrUc6lJaWWsHRwoULWwIhjfC0Ol0yle0AAIC5qnTRPUYlRd5MaweAjFWlq6iokHXr1lnPp0+ftv5fH8ePH295j6bcPffcc9b/5+TkyJe+9CX51re+JX/+859lw4YNctNNN8nAgQPlmmuuSddqAgAAF1CVDoDfpa34gk7U+tRTT7W8njRpkvX82muvyUUXXWT9/7Zt26SmpqblPV/72tekrq5OPve5z0l1dbV86EMfkpdfflk6d/Z2bjIAABC5/pyhMmNksTWpq/YUabAEABL0wOjJJ5+0HvHmLoqkvUbf/OY3rQcAAPCnkLQ+vwOAH3imXDcAAPC3Z1ZWyLyyDdY4Ix1vpBO+ai8SEMuBmgYpr/wggwjIujFGAAAgWBe34aBI6fM9ZRut5UCsYPqChxbJrU+tsl6XrdnLxoIxBEYAACBlO6vqWlWkU6dDIWu8EZBIMK3mv7CZYBrGEBgBAADXynVHolw3YiGYhtcQGAEAgJRpBbqPTxrUatk1kwZSmQ6OCKbhNQRGAADAlbSo59bua7Xs+bX7SYtCwnNfqfuuGkMwDWOoSgcAANKaFsV8Rog399WOylqp2rJM5kwezMaCMfQYAQCAlJEWhfbSwHlaaW82IIwjMAIAAK6nRenzg3PG0lsEwDdIpQMAAK6mRWn6XElRIUERAF8hMAIAAK72HDGmCIAfkUoHAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAA1xyoaZAl5VXWMwD4CfMYAQAAVzyzskLmlW2Q5pBIbo7IgjnjrElfAcAP6DECAAAp0x6icFCk9Pmeso30HAHwDQIjAACQsp1VdS1BUdjpUEh2VdWzdQH4Aql0AAAgZV06dbBdXtiJe7CI39tYXlnDZoJxHK0AAEDK6hpP2y6vb2xm6yLmuLQLHloktz61ynpdtmYvWwvGEBgBAICU0WOEVMelqfkvbGZcGowhMAIAACmjxwjJYlwavIbACAAApKy0qItVojtSh5wcKSkqZOuC7wx8gcAIAACkbECPAmveIg2GlD4/OGestRxI5Duj7rtqDN8ZGENVOgAA4AqdzHXGyGKrRLf2FBEUIdHvzI7KWqnaskzmTB7MRoMxBEYAAMA1GgwRECHZ70xRYUd5aQvbDWaRSgcAAAAg8AiMAAAAAAQegREAAACAwCMwAgAArk7auaS8ikk6AfgOxRcAAIArnllZIfPKNkhzSKw5jbQUs1YdAwA/oMcIAAC40lMUDoqUPt9TtpGeIwC+QWAEAABStrOqriUoCjsdCllzGgGAHxAYAQCAlJUWdbHS5yJ1yMmxJnoFAD8gMAIAAK5M0qljijQYUvr84JyxTPYKwDcovgAAAFyhhRZmjCy20ue0p0iDJQDwCwIjAADgGg2GCIgA+BGpdAAAAAACj8AIAAAAQOARGAEAAAAIPAIjAADg6kSvS8qrmNgVgO9QfAEAALjimZUVMq9sgzXRq85ppOW7tVIdAPgBPUYAAMCVnqJwUKT0+Z6yjfQcAfANAiMAAJCynVV1LUFR2OlQyJrTCAD8gMAIAACkrLSoi5U+F6lDTo410SsA+AGBEQAASJlO6qpjisLBkT4/OGcsk70C8A0CIwAA4JpQqPUzAPgFgREAAHCt+EI4HtJnii8A8BMCIwAAkDKKLwDwOwIjAACQMoovAPA7AiMAAOBK8YWPTxrUatk1kwZSfAGAbxAYAQAAV8YYPbd2X6tlz6/dzwSvAHyDwAgAAKSMMUYA/I7ACAAApIwxRgD8jsAIAAC4NsFrh5z3ZnjVZyZ4BeAnHU2vAAAAyA7XnzNUZowsll1V9VJSVEjhBQC+QmAEAABc7TnSBwD4Dal0AAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAANccqGmQJeVV1jMA+ElH0ysAAACywzMrK2Re2QZpDonk5ogsmDNOrj9nqOnVAoCE0GMEAABSpj1E4aBI6fM9ZRvpOQLgGwRGAAAgZTur6lqCorDToZDsqqpn6wLwBQIjAACQstKiLlb6XKQOOTlSUlTI1gXgCwRGAAAgZQN6FFhjijQYUvr84Jyx1nIA8AOKLwAAAFdooYUZI4ut9DntKSIoAuAnBEYAAMA1GgwREAHwI1LpAAAAAAQegREAAACAwCMwAgAAABB4BEYAAMDViV6XlFcxsSsA36H4AgAAcMUzKytkXtkGa6JXndNIy3drpToA8AN6jAAAgCs9ReGgSOnzPWUb6TkC4BsERgAAIGU7q+pagqKw06GQNacRAPgBgREAAEhZaVEXK30uUoecHGuiVwDwAwIjAACQMp3UVccUaTCk9PnBOWOZ7BWAb1B8AQAAuEILLcwYWWylz2lPkQZLAOAXBEYAAMA1GgwREAHwI1LpAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMBLW2D07W9/W84//3wpLCyUnj17JvQzN998s+Tk5LR6XH755YFvJAAAAADp1TFdv7ixsVGuu+46mT59uvziF79I+Oc0EHriiSdaXufn56dpDQEAAAAgzYHR/Pnzrecnn3wyqZ/TQKh///5pWisAAAAAyGBg1F6vv/669O3bV3r16iUzZ86Ub33rW9KnTx/H9588edJ6hNXW1lrPTU1N1sNLwuvjtfUKGtrBPNrAG2gH82gDb6AdzKMNzGvK0uvUZD5PTigUCqVzZbTH6Etf+pJUV1fHfe/vfvc7a0xSaWmplJeXyz333CNdu3aVpUuXSocOHWx/5v7772/pnYr09NNPW78LAAAAQDDV19fLjTfeKDU1NdK9e3f3AqO5c+fKww8/HPM9W7ZskVGjRrUrMIq2Y8cOGTFihLz66qsya9ashHuMhgwZIlVVVXE/vImI9ZVXXpFLL71U8vLyTK9OYNEO5tEG3kA7mJdtbVC2Zq/c/8ImaQ6J5OaI3H/V2TJn8mDxumxrBz+iDcxrytL9QGODoqKihAKjpFLp7rrrLqtyXCzDhw9P5lfG/V36QbZv3+4YGOmYJLsCDdqgXm1UL69bkNAO5tEG3kA7mJcNbXCgpkHmPb9ZmkM5LcvueX6LzBjVXwb0KBA/yIZ28DvawLy8LNsPkvksSQVGxcXF1iNT9u7dK0eOHJEBAwZk7G8CAIDk7ayqs3qKIp0OhWRXVb1vAiMAwZa2eYwqKipk3bp11vPp06et/9fH8ePHW96jKXfPPfec9f+6/Ktf/aosW7ZMdu3aJQsXLpSrr75azjjjDLnsssvStZoAAMAF+47V2y7fe6yO7Qsg2FXpvvGNb8hTTz3V8nrSpEnW82uvvSYXXXSR9f/btm2z8v2UFldYv3699TM6HmngwIEye/ZseeCBB5jLCAAAj1u3x34s8fq9NXLd1IyvDgB4JzDSogvx5jCKrPtQUFAgf/vb39K1OgAAII1mjuorv1m+p83yi87KXAo+AHgylQ4AAATHrNH9ZfLQnq2W6WtdDgB+4LkJXgEAgD+VfeECWbjloLy+7bDVU0RQBMBPCIwAAIBrNBgiIALgR6TSAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOAxwSsAAACMOVDTIOWVNbQAjKPHCAAAAEY8s7JCLnhokdz61CrrddmavbQEjCEwAgAAgJGeonllG6Q59MGy+S9stpYDJhAYAQAAION2VtW1CorU6VBIdlXV0xowgsAIAAAAGVda1EVyc1ov65CTIyVFhbQGjCAwAgAAQMYN6FEgC+aMs4KhsPuuGmMtB0ygKh0AAACMuP6coTJjZLHsqKyVqi3LZM7kwbQEjKHHCAAAAMZoD9G00t60AIwjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4HQO/BQAAAGDMgZoGKa+soQVgHD1GAAAAMOKZlRVywUOL5NanVlmvy9bspSVgDIERAAAAjPQUzSvbIM2hD5bNf2GztRwwgcAIAAAAGbezqq5VUKROh0Kyq6qe1oARBEYAAADIuNKiLpKb03pZh5wcKSkqpDVgBIERAAAAMm5AjwJZMGecFQyF3XfVGGs5YAJV6QAAAGDE9ecMlRkji2VHZa1UbVkmcyYPpiVgDD1GAAAAMEZ7iKaV9qYFYByBEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8NIWGO3atUtuvfVWKS0tlYKCAhkxYoTcd9990tjYGPPnTpw4IV/84helT58+0rVrV7n22mulsrIy8A0FAAAAwIeB0datW6W5uVkee+wx2bRpk/zgBz+Qn/3sZ3LPPffE/Lkvf/nL8sILL8gf/vAHWbx4sezfv1/mzJmTrtUEAAAAAOmYrm1w+eWXW4+w4cOHy7Zt2+SnP/2pPPLII7Y/U1NTI7/4xS/k6aeflpkzZ1rLnnjiCRk9erQsW7ZMzjvvPJoMAAAAgH8CI6fAp3fv3o7/vnr1amlqapJLLrmkZdmoUaNk6NChsnTpUtvA6OTJk9YjrLa21nrW36MPLwmvj9fWK2hoB/NoA2+gHcyjDbyBdjCPNjCvKUuvU5P5PDmhUCgkGbB9+3aZMmWK1Vt022232b5He4puueWWVoGOmjZtmlx88cXy8MMPt/mZ+++/X+bPn2/7uwoLC138BAAAAAD8pL6+Xm688Uarg6Z79+7u9hjNnTvXNkCJtGXLFqunJ2zfvn1WWt11113nGBS117x58+TOO+9s1WM0ZMgQmT17dtwPbyJifeWVV+TSSy+VvLw806sTWLSDebSBN9AO5tEG3kA7mEcbmNeUpdep4WyyRCQdGN11111y8803x3yPjicK0+IJ2ttz/vnny89//vOYP9e/f3+ral11dbX07NmzZblWpdN/s5Ofn289ommDerVRvbxuQUI7mEcbeAPtYB5t4A20g3m0gXl5WXadmsxnSTowKi4uth6J0J4iDYo0hU6LKOTmxi6Cp+/TlV+4cKFVpltpwYaKigqZPn16sqsKAAAAAGbLdWtQdNFFF1mFE3Rc0eHDh+XgwYPWI/I9mnK3YsUK63WPHj2suY80Ne61116zijHomCMNiqhIBwAAAMB3Vek0R1ELLuhj8ODBrf4tXO9Bcxm1R0gHRYXpfEfas6Q9RlqE4bLLLpOf/OQn6VpNAAAAAEhfYKTjkOKNRSopKWkJksI6d+4sjz76qPUAAAAAAF+n0gEAAACAXxAYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgdQz8FgAAAIAxB2oapLyyhhaAcfQYAQAAwIhnVlbIBQ8tklufWmW9Lluzl5aAMQRGAAAAMNJTNK9sgzSHPlg2/4XN1nLABAIjAAAAZNzOqrpWQZE6HQrJrqp6WgNGEBgBAAAg40qLukhuTutlHXJypKSokNaAEQRGAAAAyLgBPQpkwZxxVjAUdt9VY6zlgAlUpQMAAIAR158zVGaMLJYdlbVStWWZzJk8mJaAMfQYAQAAwBjtIZpW2psWgHEERgAAAAACj8AIAAAAQOARGAEAAAAIvLQFRrt27ZJbb71VSktLpaCgQEaMGCH33XefNDY2xvy5iy66SHJyclo9/v3f/z3wDQUAAADAh1Xptm7dKs3NzfLYY4/JGWecIRs3bpTbbrtN6urq5JFHHon5s/q+b37zmy2vCwupZw8AAADAh4HR5Zdfbj3Chg8fLtu2bZOf/vSncQMjDYT69++frlUDAAAAAHPzGNXU1Ejv3vHLMf7mN7+RX//611ZwdNVVV8m9997r2Gt08uRJ6xFWW1trPTc1NVkPLwmvj9fWK2hoB/NoA2+gHcyjDbyBdjCPNjCvKUuvU5P5PDmhUCgkGbB9+3aZMmWK1VukqXJOfv7zn8uwYcNk4MCBsn79ern77rtl2rRpUlZWZvv++++/X+bPn99m+dNPP00KHgAAABBg9fX1cuONN1odNN27d3c3MJo7d648/PDDMd+zZcsWGTVqVMvrffv2yYUXXmgVVvjf//3fZP6cLFq0SGbNmmUFVlrAIZEeoyFDhkhVVVXcD28iYn3llVfk0ksvlby8PNOrE1i0g3m0gTfQDubRBt5AO5hHG5jXlKXXqRobFBUVJRQYJZ1Kd9ddd8nNN98c8z06nihs//79cvHFF8v5559v9QYl69xzz7WenQKj/Px86xFNG9SrjerldQsS2sE82sAbaAfzaANvoB3Mow3My8uy69RkPkvSgVFxcbH1SIT2FGlQpCl0TzzxhOTmJl8dfN26ddbzgAEDkv5ZAAAAADA6j5EGRZo6N3ToUGtc0eHDh+XgwYPWI/I9mnK3YsUK63V5ebk88MADsnr1amsepD//+c9y0003yYwZM2T8+PHpWlUAAAAAAZe2qnSao6jpb/oYPHhwq38LD2vSXEYt4a2DolSnTp3k1VdflR/+8IfWfEc6Vujaa6+Vr3/96+laTQAAAABIX2Ck45DijUUqKSlpCZKUBkKLFy+mWQAAAABkRyodAAAAAPgFgREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgdQz8FgAAAIAxB2oapLyyhhaAcfQYAQAAwIhnVlbIBQ8tklufWmW9Lluzl5aAMQRGAAAAMNJTNK9sgzSHPlg2/4XN1nLABAIjAAAAZNzOqrpWQZE6HQrJrqp6WgNGEBgBAAAg40qLukhuTutlHXJypKSokNaAEQRGAAAAyLgBPQpkwZxxVjAUdt9VY6zlgAlUpQMAAIAR158zVGaMLJYdlbVStWWZzJk8mJaAMfQYAQAAwBjtIZpW2psWgHEERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8AiMAAAAAAQegREAAACAwCMwAgAAABB4BEYAAAAAAo/ACAAAAEDgERgBAAAACDwCIwAAAACBR2AEAAAAIPAIjAAAAAAEHoERAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8AIAAAAQOARGAEAAAAIPAIjAAAAAIFHYAQAAAAg8Dpm2xYIhULWc21trXhNU1OT1NfXW+uWl5dnenUCi3YwjzbwBtrBPNrAG2gH82gD85qy9Do1HBOEY4RABUbvvvuu9TxkyBDTqwIAAADAIzFCjx49Yr4nJ5RI+OQjzc3Nsn//funWrZvk5OSI1yJWDdj27Nkj3bt3N706gUU7mEcbeAPtYB5t4A20g3m0gXm1WXqdqqGOBkUDBw6U3NzcYPUY6QcePHiweJl+2bLpC+dXtIN5tIE30A7m0QbeQDuYRxuY1z0Lr1Pj9RSFUXwBAAAAQOARGAEAAAAIPAKjDMrPz5f77rvPeoY5tIN5tIE30A7m0QbeQDuYRxuYl891avYVXwAAAACAZNFjBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAACj8DIZY8++qiUlJRI586d5dxzz5UVK1bEfP8f/vAHGTVqlPX+cePGyUsvvRT4L2UqFixYIOecc45069ZN+vbtK9dcc41s27Yt5s88+eSTkpOT0+qh7YH2uf/++9tsT/2Ox8J+4D49DkW3gz6++MUv2r6f/SB1//jHP+Sqq66SgQMHWtv6+eefb/XvWgT2G9/4hgwYMEAKCgrkkksukXfeecf180rQxWqHpqYmufvuu63zbZcuXaz33HTTTbJ//37Xj2tBFm9fuPnmm9tsz8svvzzu72VfcLcd7M4ROTk58t3vfjew+wKBkYueeeYZufPOO625itasWSMTJkyQyy67TA4dOmT7/iVLlsgnP/lJufXWW2Xt2rXWRbw+Nm7c6OZqBcrixYutC79ly5bJK6+8Yp0EZ8+eLXV1dTF/rnv37nLgwIGWx+7duzO2ztno7LPPbrU933zzTcf3sh+kx8qVK1u1ge4P6rrrrnP8GfaD1OhxRo/7evFm5zvf+Y786Ec/kp/97GeyfPly68JczxEnTpxw7byC2O1QX19vbcd7773Xei4rK7Nunn3sYx9z9bgWdPH2BaWBUOT2/O1vfxvzd7IvuN8OkdtfH7/85S+tQOfaa68N7r6g8xjBHdOmTQt98YtfbHl9+vTp0MCBA0MLFiywff8nPvGJ0JVXXtlq2bnnnhv6/Oc/T5O45NChQzpPV2jx4sWO73niiSdCPXr0YJu75L777gtNmDAh4fezH2TGf/3Xf4VGjBgRam5utv139gN36XHnueeea3mt271///6h7373uy3LqqurQ/n5+aHf/va3rp1XELsd7KxYscJ63+7du107riF2G3zmM58JXX311UltJvaF9O8LV199dWjmzJkx35Pt+wI9Ri5pbGyU1atXW6kRYbm5udbrpUuX2v6MLo98v9I7gU7vR/Jqamqs5969e8d83/Hjx2XYsGEyZMgQufrqq2XTpk1s7hRoepB23Q8fPlw+9alPSUVFheN72Q8yc3z69a9/Lf/2b/9m3Q10wn6QPjt37pSDBw+2Oub36NHDSo1zOua357yC9p0ndL/o2bOna8c1xPf6669bKe9nnXWW3H777XLkyBHH97IvpF9lZaW8+OKLVhZTPNm8LxAYuaSqqkpOnz4t/fr1a7VcX+vJ0I4uT+b9SE5zc7N86UtfkgsuuEDGjh3r+D49KGv38Z/+9Cfr4lF/7vzzz5e9e/eyydtBL/R0vMrLL78sP/3pT60Lwg9/+MPy7rvv2r6f/SD9NK+8urrayut3wn6QXuHjejLH/PacV5AcTWPUMUea1q6ppG4d1xCbptH96le/koULF8rDDz9spcFfccUV1vfdDvtC+j311FPW+Ow5c+bEfF+27wsdTa8AkC461kjHa8XLfZ0+fbr1CNOgaPTo0fLYY4/JAw88QAMlSU9uYePHj7cOotob9/vf/z6hO1Fw3y9+8QurXfQOnxP2AwSNjkH9xCc+YRXF0Au8WDiuueuGG25o+X8thKHnihEjRli9SLNmzXL5ryEReoP4U5/6VNziU9m+L9Bj5JKioiLp0KGD1RUZSV/379/f9md0eTLvR+LuuOMO+ctf/iKvvfaaDB48OKlNl5eXJ5MmTZLt27ezyV2g6SkjR4503J7sB+mlhUReffVV+exnP5vUz7EfuCt8XE/mmN+e8wqSC4p0/9DCJLF6i9pzXENyNCVLv+9O25N9Ib3eeOMNqwjJZ5M8T2TjvkBg5JJOnTrJlClTrG7hME3J0teRvRGRdHnk+5UeoJ3ej/j0zp8GRc8995wsWrRISktLk95s2pW/YcMGq6QuUqfjVsrLyx23J/tBej3xxBNWHv+VV16Z1M+xH7hLj0UazEQe82tra63qdE7H/PacV5B4UKTjJPSmQZ8+fVw/riE5mrquY4yctif7QvqzCvRYM2HChKR/Nuv2BdPVH7LJ7373O6vC0JNPPhnavHlz6HOf+1yoZ8+eoYMHD1r//ulPfzo0d+7clve/9dZboY4dO4YeeeSR0JYtW6xKH3l5eaENGzYY/BT+dvvtt1sV5l5//fXQgQMHWh719fUt74luh/nz54f+9re/hcrLy0OrV68O3XDDDaHOnTuHNm3aZOhT+Ntdd91lbf+dO3da3/FLLrkkVFRUZFUIVOwHmaMVzIYOHRq6++672/wb+4H73n333dDatWuth55ev//971v/H6529tBDD1nnhD/96U+h9evXWxWgSktLQw0NDS2/QytC/fjHP074vILk2qGxsTH0sY99LDR48ODQunXrWp0nTp486dgO8Y5rSLwN9N++8pWvhJYuXWptz1dffTU0efLk0Jlnnhk6ceIE+0IGj0mqpqYmVFhYGPrpT39q+zuCti8QGLlMvzx6IdKpUyertOSyZcta/u3CCy+0SlRG+v3vfx8aOXKk9f6zzz479OKLL7q9SoGiO77dQ0sRO7XDl770pZY269evX+gjH/lIaM2aNYY+gf9df/31oQEDBljbc9CgQdbr7du3t/w7+0HmaMCv3/9t27a1+Tf2A/e99tprtsef8PFGS3bfe++91nFGg51Zs2a1aZthw4ZZN8kSPa8guXbQizmn84T+nFM7xDuuIfE20BuVs2fPDhUXF1s3g3Vb33bbbW2CffaF9B+T1GOPPRYqKCiwpg+wE7R9IUf/Y7rXCgAAAABMYowRAAAAgMAjMAIAAAAQeARGAAAAAAKPwAgAAABA4BEYAQAAAAg8AiMAAAAAgUdgBAAAACDwCIwAAAAABB6BEQAAAIDAIzACAAAAEHgERgAAAAAk6P4/VW0OKx7NsVIAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Detrend\n", "\n", "mt = PressureTimeseries(time, pressure)\n", "\n", "window_size = 500./3600 # window size is 500 seconds\n", "mt.detrend_timeseries_boxcar(window_size)\n", "\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(111)\n", "ax.scatter(mt.time, mt.detrended_data, marker='.')\n", "ax.grid(True)" ] }, { "cell_type": "code", "execution_count": 12, "id": "fabb6191-318e-4d1a-b823-c3502dda78b5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Detect vortex signals\n", "matched_filter_width = 2.*mt.sampling\n", "matched_filter_depth = 1./np.pi\n", "distance_between_peaks = 30\n", "detection_threshold = 7.\n", "\n", "conv = mt.apply_lorentzian_matched_filter(matched_filter_width, matched_filter_depth)\n", "vortices = mt.find_vortices(detection_threshold=detection_threshold, distance=distance_between_peaks)\n", "\n", "fig = plt.figure(figsize=(10, 10))\n", "ax = fig.add_subplot(111)\n", "\n", "ax.plot(mt.time, mt.convolution, ls='', marker='.')\n", "ax.axhline(detection_threshold)\n", "\n", "for i in range(len(mt.peak_indices)):\n", " ax.axvline(mt.time[mt.peak_indices[i]], color=\"orange\", zorder=-1)" ] }, { "cell_type": "code", "execution_count": 13, "id": "b2c1dd08-6130-4802-93ad-70d9c6ff2401", "metadata": {}, "outputs": [ { "data": { "image/png": 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TR+6//35Zt25dlc+5ZcsW47096aSTpGXLluJyuYxbixYt5IQTTpBx48ZV+by7d++WCRMmyNChQ43z6M+u7ezdu7fcddddsmLFiiq3E6iKr7/+Wi699FLp2LGj1K5dWxo1aiQ9evSQW265RZYtW0ZnAgAAAADgh8AAkAB++ukn2bFjh3H/jDPOMP49/vjjzce/++67kM4T+LzqHHf44YdLsr4HOgg5duxYmTVrlmzcuFEKCwuNf7/55hu59tprpWfPnvLzzz+HfM5NmzYZA+3nnHOOvP/++5KXlydut9t4r3/99Ve57777jP5+7bXXQj7n008/bQQYbr/9dvnqq69k8+bN4vF4jJsGDGbOnCn33HOPdOjQwQgQhOKtt96S9u3bGwOwOjir59GfXds5f/58efjhh6V79+7GvxroQPhov/uCaGvWrEnKrt27d69ceOGFxu/K66+/LitXrpSCggLZtWuXLFy40AhY6e/mI488YndTAQAAAACIGWl2NwBAzX3yySfmfV9gYODAgfKvf/3LuP/777/Lvn37pG7duuWeo7S0VH744QfLPt3W/SkpKRUOyi1YsCDkwEDfvn2lX79+EqqjjjpKYp3+/Dr73rciID093VgloKsF1q9fbwy2FxcXGwP7+jzt127dulV4Tu3Xk08+WRYtWmTu037T/t2zZ49xTp2lr685evRo4z3S2dIV0YHRO++809xOTU01zpmVlWVsa/t++eUXYwWKDuxrgEAHV5944olyz/nMM8/IddddZ27rSgENSumAtV5z33//vWzYsME4n64c0LaHuhIFqExRUZGcffbZxu+Dj/5u6UoVDaLNnj3bCH7p8/Ta13/1ugYAAAAAINkRGAASwKeffmr8e9hhh8mAAQPMVEI68KuDvHrTwehTTjmlwsFtHbRVbdu2NVLJ6Lbu79WrV7nH/fjjj8b5lQ5Od+nSpcK2Dhs2zJjpnih0oPHcc881gwK6KuCjjz4yBsZ9dCb3WWedZfSlDvjr8xcvXixpaeV/BOtguy8ooClR3nvvPSPY4HPgwAG5+uqr5c033zS2r7rqKuO9z83NDXo+nUV97733mtuaMujZZ5810q74W7p0qVxzzTXmKpAnn3xSLrroIjnyyCPLnPO3336TG264wdzWGduTJ0820hP5aGBp4sSJRjorvU7Gjx9vtPPMM8+ssF+BUOiqFl9QQNNhTZo0yVg94KMBqbvvvlsee+wxY1s/ezRoqjcAAAAAAJIZqYSAOLdq1Sozf7YOumswQOnqAP8B/crSAvk/fvPNN1frOE3Xobm9k8lLL70kq1evNu43bNhQvvjiC0tQQOn2f/7zH+Nxpfn2X3311XLPqQEB34C/mjp1qiUooLSfp0yZYgaCfDP8y6Pn0yCG0oH7jz/+uExQQGlg57PPPpPmzZsb25r6R18/GA006EoIpamC9Dj/oIAvWHT99debA7NK0xj5jgOqa9u2bZbVLBrE8g8KKK17osGoCy64wLye77jjDjodAAAAAJD0CAwACZRG6PTTT7c8VpU6A77HNRXMFVdcIfXr16/ScYGvlyw0lY5/QMU3oB5IC/L+4x//CHpcIC1grDPt1YknnmikFApGB9110NPn3XffNWtNBPrjjz8s6aYqCuBoUMmXkkoFKxysKyQ0COKjhZD12inP3/72NyO1ktJA1pdfflnuc4FQ6OoUXTmjNMg1ZsyYcp+rvye+lGhaD0RrXwBAZUpK/vd/sfpu/lbLNgAAABDvCAwACZJGSGfGBqYK8h+o19zxmnO7PJqL21cDoFatWnL00Udb9gej59Pz+hx77LGSbKs1lixZYm6PGjWqwuf7P64D9ZrTP5DOaPYP9mj9gIpoyihf+iBN1eN/rD9fqiPlW7lQEU1f5OMLUvjT4se+Wf+6SkVrJ1RE0yb5Bzi0mHI06CoWX3FeLZIcKh1k9h3317/+tdzn6fulaZ5GjBhhFHWuU6eOcdP7I0eOlGnTpoVUcHnQoEHm62nxaqW58bVgs9aB0ICT9nODBg2M1FS+565du9Y8h9aK8O33v/nOF8zOnTvl8ccfNwJQbdq0MdLx6Gt07drV+LnnzZtX7rFz5swx6mn4XkcDU5XR4KXv+VoHQFe6VJem7PL/3dJzlkfTo/mvuvnwww+r/boAksMHM9dK1/MO/Z867Pqvpf3p7xv7AQAAgERAYACIY1oYVou7Ks2ZHVhc+LjjjjMHy3QATgfygtG88tu3bzeP8f9X9+vjwfz888/mwJ6+ju+YZOFf8FRnLAem0QnUqlUr6dChQ9Dj/WsBaLFe/wHjygwePLjCc/oGRn20vkFl/Isea92EQFu3bjXvN27cOKQUUu3atTPvf/311xINF198sXn/jTfeCOkYj8djDOgHO0fge6W1F84//3x5++23jUCPzmDXm97XQMR5551nBNuCBYEqoqmetNC0FmzW4Jv2d7AATU3oqhUNYOhKlxkzZhjXnf7sWltEf+e1BoUGJXQFUbABfC0M7p++SmteaLHtil5P000pDT5qiioNaFaHBiX9P8/C9XsCAEoH/4ffOks2bi+wdMjGbQXGfoIDAAAASAQUHwbimOat983a9k/94j/ru1u3brJw4UIz7U+wATT/dEC+wX3/2f/6eLCiwv7H6SCmFj9OJv4BE539HAp9ng4oBx4f7Jw6S1xTEIVyzmDH+9Pr45VXXjHuf/7550Yxal1tEMw333wj06dPt6SWChTKLPiKaHFrXcWgs+sjSWfta055HVTX9EUa6GrSpEmFx+jPrkE3pasxfKtn/Gk/azDOF1Dz1Vk44ogjjCCZpqrx/d7p6gqtBaG/L8HqOgQr6K1FcrUmhP5O6cofDb5oTn09b7169cxVDFpnYt++fcb9Sy+9tExw0BeQCqRFo5966ilzW8+vP6deczrorq+jwSF9n7UexqZNm4zrxpeOx+fOO+80+lUDlLt37zaCKHr9BD5Pg1H+tUu0NkDnzp2lupYvX24GSrS/KyqQXpXfEwDQdEF/nzBXgv0vp/t0usUNj8+VMwe2kdRU5lgBAAAgfhEYAOKYf9qYYIEBpYOX/oGBYHz7dTDPN1isM4V1Nq/OFNbHdTZweccla30BHZwMNhu+Iv4z931FoyN9Tl8KF00X89VXXxkph4YOHSpjx46Viy66SLKzs43n6Kx2zdv+wgsvGIOuGhTQQWGdVR7If3Bd09EUFBQYs8ArCwb46ICztrVPnz4SSVrXQH8HdLBag2jvvPOOXHfddRUe47+yQPsnkP5OaOogX1CgadOmRnFn7VN/OmCux2vdB53xr8f40u9URIs663s0btw4ue222yzP1xn9+r5MnDjR2NYZ+L7AgNZ5CCx8HYy+p76ggAYZNJXQZZddVqZd2meXXHKJbNy40agnMWHCBLn11lstz9H0RtpfuqpEVxroZ8IjjzxirHTwb7P+7L5UZmeeeWbQz5Oq8P890f7XFEhV+T35888/QwoSAUg+s+dvkw3brCsFAoMD67cWGM8b1Cd4XSEAAAAgHhAYAOKUzib2FX/VPOr+g17+dMDeN4iog5J6XOAAoK+OgA7u6UCh0oE2HbTV2cvBAgo6yKpFPH108DUUOhu7vAK5wTzwwAOWfPexRAfEfZo1axbSMf7FiXVwMtzn1AF63+CxP51VrYGkyy+/3Ehxo4O0Omtbb4E0QKRBBB2Y7t+/f9DX1Bna+jwNIOi1oKloygtOKR3oDiw4HOznjwQd3NZBbqUD+BUFBnRwW2fGV5RGSPtvwYIFxn39XdLfw2Az1rXugl7vulpA++i3334zjtWZ/RXR5z744IOWwXWfigo8h0KDCL4i2Br40/ekvPdYU+9oIEln2uv1ogV8te8CA0AawHr++eeNwX+lqx30+tHgotJggi84qStgXn75Zampmv6e+K4/AgMAAm3eURDW5wEAAACxivWvQJzSwXodxFQVDcj6z+TX3Oea1sRffn6+mRc8sEaAb1tzjwfmSNdBTj1fsNepiOZL11zjod727t0rscq/oG9mZmZIx/g/z//4cJ2zvPP6gj2a110DRMHqBvhoihfNjV9RehYtYOx/vfhS35RHB479Vwwo30z3SDv33HPNPtKfffXq1eU+VwsJa2DFl0PfV9jZ30svvWTev/baayvsJ60vcNVVV5nbzz33XKXt1VoVulIgEnS1gKb8UbpipLyggI+mENPVBL7BeF8wMtCFF15oBjw0sKErJfQ61HRn//73v83glK5I0bRFNRXJ3xMAya1F41phfR4AAAAQqwgMAHHq008/taSJKY/Opu3UqVOZ1QHBtgMDA4F1Bvz5b2ve9MDZuMnAlxpFhVpE1X/G98GDB8N+zvLO60vfowP0OlCuM971/FpzQmsIjBo1ysgxr6lhlixZImPGjDHy5a9YsaLc1/Wf0a456TVFzJYtWyzP0RUF+po33nhjmePLa2e46SoY/98RXTVQHv/Hgq0W0Db7B9d0BUZlrrzySktgzD+gFszw4cMlLS0yC/p8tSN89RdCMWTIEPO+r9h5MLoyyZd2atWqVTJ69Gjj5qtHodeAriQIh0j+ngBIbsf1aiqtm9YyagkEo/vbNKtlPA8AAACIZ6QSAuI8MKAD8joruSI6m9+Xk1sH9G+55ZYKCw/7aL0BneWrA3v6PB08rml9Ac2frrPLE4F/XnPNOx8K32z08mY61/Sc5Z1XB+g1pY6uGFBnnXWWPPvss2WKG2thZJ0hrmmitEDrCSecIL///nvQwtI6yKtpaTRHvdLZ4VlZWUZaKU1tpTOytcixb6XAOeecIx988IF5fLBCuZGig/zvvvuuOfh/zz33lHmOroz59ttvzRRBF1xwQZnnrFmzxkiLpLRwsqbxqowGWGrXrm0EBPRYDcpoeqHyHHnkkRIp/um/XnzxRWMGf2W0X3x8q4uC0fdT+1YDirpqYNq0aeZjukJFaw+ES6R+TwBACwo/dXM/GX7rLCMI4F+E2BcsePIf/Sg8DAAAgLhHYACIQ4sXLzZ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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mt.fit_all_vortices(filepath=\"./WE__0089\");" ] }, { "cell_type": "code", "execution_count": 14, "id": "7f0155a1-6d60-48c3-8a8e-3f444de3f4b1", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Make final conditioned data figure\n", "mt.make_conditioned_data_figure(which_vortex=0);\n", "plt.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.14.0" } }, "nbformat": 4, "nbformat_minor": 5 }