{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Calculate receiver functions from minimal example\n", "This notebook demonstrates the most simple use case of the [rf](https://github.com/trichter/rf) package.\n", "\n", "If you want to run this notebook locally, have a look at the repository [readme](https://github.com/trichter/notebooks). Dependencies of this notebook are ObsPy and rf.\n", "\n", "We load example data into a RFStream instance by simply calling `read_rf()`. The stream consists of 9 traces with three component data from three different earthquakes. The header values of the first trace in the stream is printed and we can observe that the SAC headers in `stats.sac` are correctly mapped to corresponding entries in `stats`. Raw waveforms of the first event are plotted with ObsPy." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "9 Trace(s) in Stream:\n", "CX.PB01..BHE | 2011-02-25T13:15:18.169539Z - 2011-02-25T13:17:18.169539Z | 5.0 Hz, 601 samples\n", "CX.PB01..BHN | 2011-02-25T13:15:18.169539Z - 2011-02-25T13:17:18.169539Z | 5.0 Hz, 601 samples\n", "CX.PB01..BHZ | 2011-02-25T13:15:18.169539Z - 2011-02-25T13:17:18.169539Z | 5.0 Hz, 601 samples\n", "CX.PB01..BHE | 2011-03-06T14:40:39.719539Z - 2011-03-06T14:42:39.719539Z | 5.0 Hz, 601 samples\n", "CX.PB01..BHN | 2011-03-06T14:40:39.719538Z - 2011-03-06T14:42:39.719538Z | 5.0 Hz, 601 samples\n", "CX.PB01..BHZ | 2011-03-06T14:40:39.719539Z - 2011-03-06T14:42:39.719539Z | 5.0 Hz, 601 samples\n", "CX.PB01..BHE | 2011-05-13T22:54:13.319538Z - 2011-05-13T22:56:13.319538Z | 5.0 Hz, 601 samples\n", "CX.PB01..BHN | 2011-05-13T22:54:13.319536Z - 2011-05-13T22:56:13.319536Z | 5.0 Hz, 601 samples\n", "CX.PB01..BHZ | 2011-05-13T22:54:13.319538Z - 2011-05-13T22:56:13.319538Z | 5.0 Hz, 601 samples\n", "\n", "Stats:\n", " network: CX\n", " station: PB01\n", " location: \n", " channel: BHE\n", " starttime: 2011-02-25T13:15:18.169539Z\n", " endtime: 2011-02-25T13:17:18.169539Z\n", " sampling_rate: 5.0\n", " delta: 0.2\n", " npts: 601\n", " calib: 1.0\n", " _format: SAC\n", " back_azimuth: 325.033\n", " distance: 46.1505\n", " event_depth: 130.6\n", " event_latitude: 17.8214\n", " event_longitude: -95.1708\n", " event_magnitude: 6.0\n", " event_time: 2011-02-25T13:07:26.980005Z\n", " sac: AttribDict({'delta': 0.2, 'depmin': -198.0, 'depmax': 1325.0, 'scale': 1.0, 'b': 0.00053899997, 'e': 120.00054, 'o': -471.189, 'stla': -21.04323, 'stlo': -69.487396, 'stel': 900.0, 'evla': 17.8214, 'evlo': -95.170799, 'evdp': 130.60001, 'mag': 6.0, 'dist': 5131.6958, 'az': 145.81221, 'baz': 325.03323, 'gcarc': 46.150452, 'depmen': 579.33942, 'nzyear': 2011, 'nzjday': 56, 'nzhour': 13, 'nzmin': 15, 'nzsec': 18, 'nzmsec': 169, 'nvhdr': 6, 'npts': 601, 'iftype': 1, 'iztype': 9, 'leven': 1, 'lpspol': 0, 'lovrok': 1, 'lcalda': 1, 'kstnm': 'PB01', 'kcmpnm': 'BHE', 'knetwk': 'CX'})\n", "station_elevation: 900.0\n", " station_latitude: -21.0432\n", "station_longitude: -69.4874\n" ] }, { "data": { "image/png": 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TQEFBAcuWLeMPf/gD5sWyhRBCCCE6BunwbWfr1q34+/szYcIEb1flnBQdHc15553Htm3b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\nRpRqJAavAI4FXgSMB27L1/ec4G8vvLersL4xf10sK27X141Ac2GZcjBBS5I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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from rf import read_rf, rfstats\n", "\n", "stream = read_rf()\n", "print(stream)\n", "print('\\nStats:\\n', stream[0].stats)\n", "stream[:3].plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we fill the stats dictionary with entries which we need for receiver function calculation with the `rfstats` function. The print statement automatically displays some important header values. Data is filtered, trimmed and the preprocessed data of the first event is again plotted with ObsPy." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "9 Trace(s) in Stream:\n", "CX.PB01..BHE | -15.0s - 75.0s onset:2011-02-25T13:15:38.137852Z | 5.0 Hz, 451 samples | mag:6.0 dist:46.1 baz:325.0 slow:7.83\n", "CX.PB01..BHN | -15.0s - 75.0s onset:2011-02-25T13:15:38.137852Z | 5.0 Hz, 451 samples | mag:6.0 dist:46.1 baz:325.0 slow:7.83\n", "CX.PB01..BHZ | -15.0s - 75.0s onset:2011-02-25T13:15:38.137852Z | 5.0 Hz, 451 samples | mag:6.0 dist:46.1 baz:325.0 slow:7.83\n", "CX.PB01..BHE | -15.1s - 74.9s onset:2011-03-06T14:40:59.799529Z | 5.0 Hz, 451 samples | mag:6.5 dist:47.1 baz:149.2 slow:7.77\n", "CX.PB01..BHN | -15.1s - 74.9s onset:2011-03-06T14:40:59.799529Z | 5.0 Hz, 451 samples | mag:6.5 dist:47.1 baz:149.2 slow:7.77\n", "CX.PB01..BHZ | -15.1s - 74.9s onset:2011-03-06T14:40:59.799529Z | 5.0 Hz, 451 samples | mag:6.5 dist:47.1 baz:149.2 slow:7.77\n", "CX.PB01..BHE | -15.0s - 75.0s onset:2011-05-13T22:54:33.294357Z | 5.0 Hz, 451 samples | mag:6.0 dist:34.2 baz:333.6 slow:8.63\n", "CX.PB01..BHN | -15.0s - 75.0s onset:2011-05-13T22:54:33.294357Z | 5.0 Hz, 451 samples | mag:6.0 dist:34.2 baz:333.6 slow:8.63\n", "CX.PB01..BHZ | -15.0s - 75.0s onset:2011-05-13T22:54:33.294357Z | 5.0 Hz, 451 samples | mag:6.0 dist:34.2 baz:333.6 slow:8.63\n" ] }, { "data": { "image/png": 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DRkiXSroQQgghgqUz5kkXossqLCykb9++dOvWzecUjADR0dGAhHQhhBBCBJeE\ndCFsCgsLSU9PJzY21mv7ijUDTGRkJACxsbES0oUQQggRNBLShbApKCggPT3dZ2XcNaRLJV0IIYQQ\nwSQhXQiboqIi0tLSfB4I2tjYSFhYGGFhxr+QHDgqhBBCiGCSkC6ETVVVFQkJCT7bVxobG51VdJBK\nuhBCCCGCS0K6EDY1NTXExsb61e5iD+nSky6EEEKIYJKQLoSpsbGRxsZGYmJifB442tDQQLdu3Zx/\nSyVdCCGEEMEkIV0IkxWy21JJl5AuhBBCiGCSkC6Eqb0hXQ4cFUIIIUSwSEgXwmSF7NjYWL/mSZdK\nuhCh0dzczAcffIDWurOHIoQQnUZCuhAmK5THxMTIgaNCdKLly5fz05/+lLy8vM4eihBCdBoJ6UKY\npCddiK6hqKgIgP3793fySIQQovNISBfCJO0uQnQNP/zwAwCFhYWdPBIhhOg8EtKFMNlDelsPHJUe\nWiHar7i4GJCQLoQ4tklIF8Jk70kPdJ702NhYtNY0NDSEfJxCHO2skF5QUBDwbbXWvPXWWzQ2NgZ7\nWEII0aEkpAtham9Puv0+hBBt155Kel5eHhdeeCFvvfVWsIclhBAdSkK6EKaamhqUUkRFRRETE0N9\nfT0Oh8PtdSWkCxE67elJ//777wH43//+F9QxCSFER5OQLoSppqaG2NhYlFLExsYCnkO3p5AuJzQS\nov2Ki4sJCwtrU0jfvn07AEuWLAn2sIQQokNJSBfCVFNT4wzbvirjUkkXInSKi4sZMmQIBw4coLm5\nOaDbbt++HaUUu3btYteuXSEaoRBChJ6EdCFMtbW1zgp6oCHdV+VdCOGf6upqampqOPHEE2lubnb2\np/trx44dTJs2jbCwMKmmCyGOaBLShTBZ7S7wY+j21L4ilXQhQsPqRx85ciQQeF/69u3bOemkkxg9\nerT0pQshjmgS0oUwSbuLEJ3PqpyfeOKJQGDTMNbU1FBQUMCgQYMYNWoUW7duDckYhRCiI4QkpCul\nopRSLyml9iqlKpRSq5RSp5jLrlJKNSmlqmw/mbbbjlFKrVdK1Silliql+oVijEK4CqSS7jpPuhw4\nKkRwWCE9JyeH8PDwgCrpO3fuBGDw4MEkJydz6NChkIxRCCE6Qqgq6RHAbuAnQA/gr8AHSqk4c/kX\nWus4289eMMI98A7wNNAL+BL4Z4jGKEQL7elJl0q6EJ7l5+dz1VVX+fX/UVxcjFKKlJQUUlNTAwrp\n1swugwcPplevXpSWlrZ5zCK4Zs+ezfvvv9/ZwxDiiBKSkK61rtZa36+13qu1dmitFwANQJaPm04G\n6rXW/9Ba1wEPAaOVUgPcXdktzHxlAAAgAElEQVSs2CdYP0B8MB+HOLbYK+kS0oUInmXLlvHqq6/y\n5z//2ed1f/jhB5KTk4mIiCA9PT2gdpcdO3YQHx9P7969SUpKoqqqSs4C3AUUFBTw8ssvs2jRos4e\nihBHlA7pSVdKDcaojO8wLzpZKVWqlMpTSt1gu+owYIP1h9a6BtgJ5Hi4698D5baf/cEeuzh22HvS\nAz1wNCwsjKioKAnpQrhhVbTnzJnDvn37vF63uLiYlJQUAHr37h1QNXzHjh0MGjQIpRS9evUC8Lvl\n5cCBA6xZs8bvdR0J8vLyWLVqVWcPg08++QTA52svhGgp5CFdKRWD0bIyR2tdDiwFhgO9gauBe5VS\nPzOvHgdUuNxFhXm5O3OARNtPRnBHL44l7amkW7eRkC5Ea6WlpfTp04fY2Fj+/ve/e72uPaQnJiZS\nUeH6leD9tmlpaQAkJSUB/of022+/nQsvvNDvdR0J7rnnHs4999xOP1bGqqDv3bu3U8chxJEmpCFd\nKRUJLMSooN8PoLXepbXebbbBrAaeAi4wb1IFJLjcTYJ5eSta63qtdYX1A1SG4nGIY4O9Jz0yMpLw\n8PCAQ3pnfxkK0RWVlJTQt29fsrOzKSoq8nrd4uJievfuDUBCQkJAIb28vJwePXoAOCvp/lTiGxoa\n+OCDDygoKKCpqcnv9XV1O3fupKSkhH/84x+dNoampiYWL15Mz549JaQLEaCQhXSlVBjwmvnnlVpr\n7eGqDkCZv+cBubb7iAEGAptDNU4hLPZKOhgtL/62u1jXl0q6EK2VlpaSlJREjx49KCsr83rdqqoq\nEhKMWk1CQgLl5eV+r6esrMwZ0gOppH/++eeUl5fT3NzsnKf9SKe1Jj8/n5iYGB577LFO681fs2YN\nZWVlXHHFFZSVlVFZeeTV0rZs2XJUbbyJI0coK+nPAenARVpr57tbKXWWUqq3+fso4GbAOuT7CyBG\nKTXbnOnlbmCd1lrO7SxCzt6TDt7bV0LZ7vLaa6/xzDPPtPt+hOgqAgnp9o3lQCvp9pDes2dP57p9\neeedd4iOjgaOnr7pkpISqqqquP3229m/fz9ffPFFp4zj22+/JTIykvPPPx848p7foqIicnNzefvt\ntzt7KOIYFKp50vsB1wBjgYO2+dAnAmcAm5VS1cACYK45+wta63rgfOAWoAw4FfhFKMYohCvXSnp0\ndDR1dXVur+s6TzoYlfTq6up2j+PVV19l3rx57b4fIbqK0tJSkpOTOzSkR0REkJiY6LOS7nA4eO+9\n97jssssA2L//6Jh/ID8/H4Bzzz2X8PBw598d7dChQ/Tq1Yv+/fsDR15IX7x4Mc3NzXz//fedPRRx\nDIoIxZ1qrffwYwuLq+XAbV5uuxY4IRTjEsIbe086GH3pjY2Nbq/rrpIeFxcXlJC+d+9e9u7dS3Nz\nM+Hh4e2+PyE6W0lJCUlJSTQ2NvoV0q09WomJidTV1bndKHblcDgoLy8nMTHReZk/c6WXlpZSXFzM\njBkzmD9//lEX0gcPHkxmZia7dnXODunDhw/Ts2dP0tPTCQsLO+L60j/99FMA9uzZ08kjEV3N7t27\n2bdvHxMnTgzZOjpkCkYhujqHw0FdXV2LdpdAQ3p8fHy7+y0dDgf79u2joaGh075UhQgmrXVA7S72\njWWrN92f/6vKykq01s5KOhh96b4q6YcPHwaMQJ+RkXFUhfSkpCQSExPp379/p32eHDp0iJ49exIZ\nGUl6evoRVUl3OBwsXrwYkJAuWpszZw7nn38+DocjZOuQkC4EP061aK+kR0REuA3pDocDh8PhtpJe\nVeV2IiK/HTx4kPr6egC2bt3arvsSoiuoqqqisbHRGdIrKipobm72eH3XdhfAr4NHrevYQ7o/lXQr\npPfs2ZOMjIwuHSKffPJJXnrpJb+um5+fz/HHHw/AgAED2L17d1DG0NzcHNDnnFVJB+jbt2+nVtLX\nr1/P6tWr/b7+hg0bKC4uZtSoUZ0a0r39v4jOs2XLFkpLS9m4cWPI1iEhXQh+PGmRa7uLuyP6reAe\nikq6/QtMQro4GpSUlAA4e9IBj33mjY2NNDY2tgrp/vSlWxV610q6vyG9V69e9O3bt8tW0h0OBw8/\n/DBPPfWUX9d3DenBqqQ/9thj5OTk+F09PHz4sHM6zMzMzE4L6cuWLWPChAnccsstft9m8eLFdO/e\nnVmzZrF3796QVkw9WblyJfHx8SxYsKDD1y2827ZtGwBLliwJ2TokpAuB+0q6p3YXTyE9GJV06wus\nX79+EtLFUcEKyVYlHfDY8uL6f9jekN6rVy+f7S7WcquS3lVDulXV3bhxo1/Phz2k9+/f3znbS3u9\n+eab7N27l7Vr1/p1fXslPTMzs1P2VJSUlDBjxgyampoCWv/WrVvJyclh8ODB1NfXU1xcHMJRurdm\nzRpqa2u59NJLWbhwod+3++STTzptRp9jweHDhykuLiYiIkJCuhChZlXS/elJD3UlPTY2lgkTJkhI\nF0eFQEK66x6tjqqkR0RE0L17dzIyMigsLOyS7QWLFy8mLCwMh8Phs2WjoaGBffv2taikA+1uecnP\nz2fDhg0AfPjhh37dxrXdZd++fXg+bUpobN26lerqaq699loOHDjg95znRUVFpKWl0a9fP6Bz+tLz\n8/MZOnQoJ510Eu+9955ft9mxYwcXXHABt93mcY4O0U5WFf28885j6dKlIZtHX0K6EHhudwllJf2B\nBx7g4YcfbnHZ3r17yczMJDs7W0K6OCq4a3fxFdLts7tAYCHddXYXfw4c7dWrF0opMjIyaGpq6pSK\nqS+ffvopZ5xxBr169WLlypVer2sFYWvaQyukt7fl5T//+Q9RUVHMnDmzTSE9LS2N+vr6gE5QFQzW\nWW7Hjh0b0AmrrJBuPY/B6usPRH5+PoMGDWLgwIE+z9YLRv/6VVddRX19Pd9++61fJ/MKpqVLl/L/\n/t//6/ANsY5mfT/fcMMNVFZWsm7dupCsR0K6EAQW0q0z97lOCRcfH09VVZXfH04fffRRqz5DK6QP\nHTqU0tJSZ8AJlaKiIucUY0KEQmlpKdHR0cTGxgbc7hITE0N4eLhfoa6srIzo6GiioqKclyUlJVFb\nW+v1JGP2EJmRkQF0vbm8a2trWb58OWeeeSbjx49nxYoVXq9vBbPk5GQAUlNTiYqKandIf++99zjj\njDO45JJL+O6773y2BtXX11NTU+PsSbfGE+rPNVdFRUVERUWRm2uc0NzfliYrpPfo0YOEhIROq6Qf\nf/zxpKen+xXSV65cyYoVK3j++efRWnd4y8u7777LU089xbJlyzp0vR1t27Zt9O3bl4kTJ6KUCtnB\noxLShSB4Pelaa2fg96WoqIitW7e2WIcV0ocMGQIQ0hNoNDU1ccEFF3D++ecfFVWPhoaGo+JxhFJl\nZWWHB1Br+kX4scrtb7uLUsrvExrZT2RkscKht2qiNUUgdN2Qvnr1aurr65k6dSrjx49n1apVXlty\nrI0a6/kOCwujX79+7QrptbW1fPnll5x99tmceeaZhIWFOacn9MQ+cw7gfB90RkhPTU11vr7+hHRr\nj0paWhpgHCfU0SHd4XA4Q3paWhqFhYU+b7NlyxbCwsL4xS9+waBBg/jf//7XASP9kfUee+SRRzp0\nvR1t27ZtZGVl0a1bN5KTk/3agGoLCelCEJye9Li4OMC/OZ211hw4cIDGxkZnbxv8GNKtipP1JRcK\njzzyCKtWraKmpoaDBw+GbD0d4b777iMqKoro6OiAplg71tx4441MmjSpQzdmrLONgjGtaVxcnN8h\nHfw/62h5eXmrkG6FQm996fbZR5KTkwkPD+9y/w8bN26kW7duZGdnM27cOCorK71uwLuGdGj/NIzb\nt2/H4XCQm5tLz549SU1N9RlaXUO69T7wdZxAsB04cIC0tDSSkpKIioqioKDA522Ki4vRWndqSC8q\nKqK+vp6BAweSlpZGZWWlzxPmff/99wwYMIBu3bpx+umnd3hI3717NxkZGSxatIjvvvuuQ9fdkbZu\n3crQoUMBo43rwIEDIVmPhHQhCE5Penx8PIBffemHDx92ts1Yu8lqa2spLi4mMzPT+eXant7N5557\njpkzZ7pdZk3nNnXqVKD9varBUFNTQ11dXZtuu2zZMk4++WQiIyNZvnx5kEd2dCgsLGTBggXs2rWr\nQ09xbp1t1OLthEbtCeneKum+QroVIpVS9OzZM+h9vLW1te06GHXTpk1kZ2cTERHBcccdB+B1Q8L6\n3LAOvIX2h0yrmJCVlQUYLTS+gklXqqSnpaU5jzvwp5JuVUY7M6RbZ421Kun2cXliVXgBTj/9dLZt\n2+bXRoldWzfitdbs2rWLX/3qV3Tv3p3PPvusTffTGQLZE9vU1MSOHTucz3NaWppU0oVoi9raWr/+\n8Tq6km7/h7ZmS7B2sfft25fY2Fi/e3E9eeutt1i0aJHbcHDo0CFqa2uZNWsW0DkHRNk1NzczZcoU\nrr766jbdfsuWLUydOpWcnJyQnljiSDZv3jyio6OJjIz02aYQTPZ2F/AvpNv/DxMTE9sc0q2/vf0f\n2SvpQNBD+q5du+jXr1+rg8QDsWnTJoYPHw74t3egvLyc7t27ExER4bzM355mT7Zt20avXr2c1XB/\ngol9DnowjuNJSEjotJAOtDmk9+nTp8P3sFghfcCAAW0K6aNGjQKMz8dAPPjgg4wZMybg1+nw4cNU\nVlYyaNAg0tPTfR6gO2rUKL/n/Q+lbdu2ER8fT3x8PHfddZfP6xcXF9PY2Og8oFhCuhABamho4E9/\n+hOJiYl+zS1bU1NDdHQ0YWE//ktEREQEfDIj8K+SblWgsrKynKHSqmYff/zxzl7ctob0pqYmVq1a\n5ZyKzdP6hw4dSo8ePTo9pL/00kusXr3a5wFx7pSVlXHgwAGys7MZPnw4mzZt8vu2Tz/99DFxuu/G\nxkaee+45rr76asaPH9/hId0KdtCxlXTrf9LbhrO9Jx2MQBmsNrOqqipmzpzJwYMH+eijj9p0H1rr\nFiHdeozeNiTKy8tbtLqAESR++OGHNk8VZw9/4F8l3T4HvSU5OblTQ/pxxx3nV0gvLCxEKUVKSgpg\nPAZP79tQyc/PJz09nZiYGNLT0wHvIb2hoYH8/Hzn69TWYywWLlzI119/zZlnnhnQjGXWd1j//v19\nvj/27t3Lt99+y2OPPRay6Qv99cwzz5CYmMgFF1zA448/7vN1tt6/vXv3Boz/BQnpQgTg8ccf54EH\nHiA6Otqvo8wrKipa7BqGtlfS/flQs/6hzzjjDGdI37lzJxEREc4P1sTExDaH9I0bNzrHsX379lbL\nrQ/P1NRU+vfv36khvby8nLvuuovjjjuOffv2BVytsqbCys7OJjc3l7y8PL9aC/bs2cPNN9/Mdddd\nd9QfcLpnzx4OHjzIzJkzOeOMM/j888/dvrdDwTUEewvptbW1KKVazNDi78ZqWVlZq2AaFRVFRESE\n15Bub3cB/6Zt9Nebb75JXl4eN910E+vWrfPZT+zO/v37qaiocIb0iIgIEhMTfVbSXZ+L9PR0tNZt\nnl6yLSH98OHDREdHEx0d7byso0N6Y2MjBw8ebFFJ96f9o6ioiJSUFOfeiB49elBfX+91pqDS0lKf\n7Xbr169n8uTJ5Obm+pz3fOfOnc657hMSEoiJifF68Gh+fj7Nzc3OiQeioqJISUkJKKSXlpayadMm\nbrvtNr755hvef/99v29rfY8MGDDA5/vDKsjs37/f7/nf/dXc3Mzbb7/t12dcdXU1r776Kv/3f//H\nI488QmNjI2+//bbX29inlYUfe9JD8T0iIV0clb766iumTp3Kueeey7fffuvz+sEI6f5U7SxFRUUk\nJCQwbtw49u7dS3l5Ofn5+fTv39/5pdCekL5ixQoiIyOJiIjwGtL79OkTspD+n//8hy+//NLn9das\nWUNJSQnz5s0D8Ov1stuyZQtKKbKyshg+fDh1dXXs3LnT5+0+//xzwJh/+uOPPw5oncHW1NTEm2++\nyVtvvRWSA5DsX55Tp06lsrKSNWvWBH097pSVlfkd0mtqaoiNjUUp5bysPZV0pZTXk4y5ThEIwW13\n2bRpE4MHD+aGG25w7t1qy30AzpAORstLoJV0qxLrzwwhrrTWfP/9987wBz+GdG/BxHUDyBp7R4Z0\nq+XCtd3FV6CyV9/hx70B3vay3HnnnUybNs15vJE7Cxcu5LvvvuPQoUM+w2l+fr5zjnullM+2CutY\nE/vGVKBn0bU2Mn79619z3HHHkZeX5/dtd+3aRVxcHL169aJPnz4+Q/rgwYOZOHEiTz/9tN/r8McH\nH3zAz3/+c6655hqfr/OCBQuoqKjg+uuvJz09ndNOO4358+d7vY27kF5fXx+SPS0S0sVRaePGjeTm\n5jJy5Eg2bNjgs7LalpDuOk969+7dAf/bXVJTUznhhBMAo7piP403tD+kn3TSSQwYMMBjSI+Pj6d7\n9+4hCenNzc3Mnj2bs846y9lz78nevXtRSjFt2jTi4+P55ptvAlrXli1b6NevH7Gxsc55kP3pS//8\n888ZOXIkU6ZM4e677w5oncG2aNEiLr30Ui688EJ+9atfBf3+d+3aRVhYGH379mX06NF069Yt4Oe5\nLRwOBxUVFS3Csz8h3a49IR28nwnY9cBGCG67y5YtW8jOziY7O5ukpKQ2zR29efNm4uLiyMzMbDHG\ntrS7gO+eZneKi4spLy9vEf7S0tJoaGjw+ly5C+kdXUl37S3PyMigoaHB5xhcQ7qvOf4rKyt58803\nqaur8/qZt27dOn7yk58wbdo0Nm/e7HUMBQUFLV53XyF927ZtxMXFtRi3dZZXfy1btox+/frRr18/\nsrOzAwrpu3fvZsCAASilSE1N9dqTvnLlSiZMmMDs2bNZtmxZUE9wtWrVKmJiYnjttdd4/PHHvV73\n3Xff5bTTTnP2l1922WV8/vnnXve2lJSUEBER4cwMqampQNv+t3yRkC6OOuXl5ezevZsTTjiBE088\nkerqanbs2OH1NoGEdKtK4lpJDw8PJzY21u9KelpaGtnZ2URFRfHtt9+yc+dOBg4c6LyOtwPmvv32\nWz744AOP979ixQomTJjA4MGD3T72H374wfnBYoX0YO6qs850Fx8fz8yZM73O2rJ3717S0tKIiori\nxBNPbFNIz87OBiAlJYXk5GSffelaa5YsWcKUKVO4+OKL2bBhg8ddo88884zHs78uXbqUzMxMpk+f\n3q6pH1euXElqaiq33HJLSM5cZ02LZu1dGThwoNuNt2CrqKhAa92ukO7PgaNaa7dTMELbQnqwKul5\neXlkZ2cTFhbGxIkT2zTz0KZNm8jJyWlxvExSUlLA7S4pKSmEhYW1qZLuOrML/BhMvFVLXQ/KBSOk\n+zsF444dO5g0aRJPP/203+efcOUa0q3ZcXy1vARaSV+wYAG1tbVERER43Eulteabb75h9OjR5OTk\nkJeXh8Ph8Hhdq5hj8XXwr9WSZN8TFWhIX7p0KaeeeipgtBAGctDprl27nGE3NTWVkpISt5+rlZWV\nrF+/ngkTJnDiiScC+NxgCcTq1auZPn065513ns+9pJs3b2b06NHOv8855xy01l7P6ltSUkJycrLz\nebbeJ6HYCyohXRx1rIB2wgknMHLkSACf87W6+1ILtN0FjL70QCrpkZGRjBgxgnXr1gVUSX/00UeZ\nNWuW27Bz+PBh9u3bx+jRoxk8eLDHSro9pNfV1QX1VOiLFy8mLi6OBQsWsHv3bq/VGGtueDCO9m9P\nSFdKkZub6zOk79y5k/379zNlyhQGDBiAw+Fw+0VWV1fHzTff7LEas3z5cg4dOsR3333nbNdpi1Wr\nVnHKKacwZswY9uzZ4/du01WrVvHoo4/y8ccfe/yyByOkW1+eAIMHD+6QaRitxxFISLfP7AL+VdKr\nq6tpbm5uc0j3t91lzZo13HHHHX5t0FZUVFBQUOB8b06cOJGvvvoq4GMB1q5d69zjZmlLJT08PJw+\nffq0OaSHhYUxaNAg52X+hvT2VNIXLlzIypUrufXWW7ntttsCHjcYYTssLMx5kJ+/bT+BhvQXXniB\n6dOnM2LECI8hff/+/Rw8eJBRo0aRk5NDTU2NxwPXy8rKaGhoaBHSfZ3QaOfOnS1eIwgspFdUVPDd\nd98xadIkAIYNG8aOHTu8tu/Y2T9nUlNT0Vq7PcZo9erVOBwOxo8fz9ChQwkPDw/arFzNzc2sXbuW\ncePGMWjQIK8TA1RVVbF7926GDRvmvCwlJYWkpKQW5y9xZYV0i1TShQjAhg0biIiIYOjQoSQnJ5OR\nkeGzzzkYPengPRDY2b8ARo0axeLFi6mqqvI7pO/YsYPq6mpefPHFVsusD/GMjAwGDx5Mfn5+q6Pn\nXUM6BHeu9E8//ZTJkyczYsQIAK8feK4hfefOnX7v+qyrq2PXrl3OIAQ4K1TeLFmyhPDwcCZOnOjs\n+XT3+Ldu3UpzczOffPKJ22C2c+dOcnJy+OlPf+r2PfbDDz/43GhrampizZo1nHzyyc7na/369V5v\nY93usssu4/e//z0zZszwetIS15A+ZMiQDqmkewrpFRUVblvQPLW71NbWeg237tZjaUslvba21u3e\nnzfffJPHHnuMBQsWeByLxX5AM8BJJ51EXV1dQBtHhYWF5OXlcfrpp7e4vFevXgFX0qHt0zBu2bKF\nAQMGtDig159g4nrQMPxYSfe2UWlZsmQJZ555JjfeeGObZyQqKiqiT58+hIeHAz/OyOHtAHWHw+E8\nAZLFW7tLQ0MDa9eu5bzzzmPcuHEeQ7pVgLAq6eC5gmw/uN/iq93lwIEDzo0QS9++famoqPCrZcwK\nzxMmTACM9641J7gvWutWId3+OOzWr19PbGwsQ4cOJSoqiiFDhgQ0K5c3mzdvprq6mnHjxtGvXz/2\n7dvn8b1m/Y9ar4UlKysroJAeFxdHXFychPRANDY2tuvkEdaBfOLIs2HDBuc/P8DIkSN9VtKDFdL9\nraS7hnTrg8ze7uJpVgutNdu3bycqKoqnn366VQC3PijS09MZPHgwjY2N7N27t8V13IX0YPWlV1dX\ns2LFCqZNm0aPHj1ISUnxGkz27t1L3759gR/n9fX3THV79uzB4XAwePBg52XHH3+8z/adtWvXMnz4\ncBISEsjMzEQp5TakW9Wdffv2ud3ta7UonXjiiWzevLlFsKuurmbUqFH87ne/8/oYrC+VU045hays\nLKKiovwK6QsXLiQ/P5+1a9fSvXt3r7dxV0nfvXu33xUyb+rq6vj888/dHpzmLjx7O1FXbW2t25AO\neA0Z1nrcBVNvId3dFIFWVd1dxdTa+Lv99tt9/p9b7xfrrITWgZ+BVAytDa8pU6a0uLwtB46C8ZnQ\nlkr6+vXrnRuQlu7duxMfHx9wJT0pKQmHw+Fzb1FdXR0rVqxgypQpTJgwgZ07d/qcd9sd14p4VFQU\nCQkJXkN6aWkpTU1NLW4XExNDVFSU2/eF9RxkZGQwduxYtm7d6vb9vW7dOlJSUjjuuOPo27cv8fHx\nPkN6nz59nJelpaVx+PBhj+2Dru0xgPOz1Z9q+qpVq+jZs6fzAGFrA9OflpeysjJqamqcBRdr3O5e\ns4KCAjIyMpwtXP5MnVtZWclNN93Eu+++6/V6q1evJiwsjJNOOol+/frR0NDg8T1qPff2Ig8YId1T\niyO0DukQurOOHpUhPT8/n379+tG9e3dmzJgR0FkMtdZcf/31JCcnM3DgQF566aUQjvToVVBQwMUX\nX0xWVhaXX355m/oJDx8+zPLlywOex3rDhg0tdg+PGDHCZ+jpyEp6bW0t5eXlzg9Tez+cP5X0Q4cO\nUV5ezi233MKePXtYsmRJi+X2HkwrvLpWQuwf5omJifTo0cPn83zllVdy9tlnu63e2y1btozGxkbO\nOOMMwPjA8xTSrTYT64M9KyuL6Ohov1te7CeAsvTv35+amhqvX8IbN250vke6detGRkaGx5CelpZG\ndHQ0ixYtarXcCumjRo2iubm5xRfNk08+SWFhoc8K4FdffUV4eDijR48mIiKC4cOH+9xIcTgczJkz\nh+nTpzt3nXv6kquvr6ewsLBVSHc4HEEpRLzwwgtMmTKFvn378swzz7RY5i6kW/9n7v5PPFXSwXtI\nt5YFGtIPHz5MTExMiykCvbU15OXlMWvWLA4ePMjLL7/scTzWda3vITDCf3p6ekAhffHixYwcOdJZ\n/bW0pd0FfLdLuKO1Zv369a1absD3NIye2l3A91lHV61aRV1dHaeffrqzstuW8yi4hnQwqune2vus\nDU775woY7w137wv7Z+7YsWPRWvP111+3ut4333zDqFGjUEqhlGLYsGEeQ7oVbu2h2/rd3djr6uoo\nKytrV0j/6quvGDdunDM89+7dm169evl18Kj1vrIq+db88u7eH4WFhc5jA8AI6Rs3bvRYWDlw4ABj\nx47l73//O3/4wx+8FmBWr15Nbm6uc1IEwON3m/U/ak2fbBk6dCjbtm3zuB5PIV0q6X665JJLiIuL\n46GHHuKzzz7j/vvv9/u2//nPf3j++ee59957ueaaa7j22mu9HqDnzu7du7nyyis588wzuf/++9tV\n0T8S1dXVcf7557Ns2TKmTJnCO++8w6RJk/xqA7EUFBQwevRoTj31VPr378+tt97q1/OotXbO7GIZ\nMmQIBw4c8Lqh4C6kR0REhKSSbn1oWV8cOTk5REZG0rt3b+c0jvDjAXOuHxTW9IIXXngh3bp1axWA\ni4qKSExMJCYmhszMTMLCwloE0MbGRkpKSlp8mB933HFeD6T67rvveO211ygoKOCaa67xelDN0qVL\nSU1NdR5kNmTIEI8h/eDBg9TX1ztDekREBCNGjPA7pFtfpvZdvL7adxwOB5s2bWrxHhkwYIDb62/a\ntInRo0czefLkViG9traWwsJCBg4cSG5uLuHh4c5xl5aWMnfuXLKysti+fbvXYLRq1SpGjBjhDKcj\nR470ulHpcDi4/vrr2aJWwSAAACAASURBVLx5M/fccw/gvRJlfUG5truA+zn0A7Vy5UpGjRpFbm4u\na9eubbHMXYXb20m/3IV0K+B7m0XE2ph1/R+21uctpLuGSKuS7hqCKyoq2L9/PzNmzGDMmDFe/weg\n5bESFn+Ol7Borfnss8+cG7t2SUlJ1NbWup2zu76+nvr6+qC1uxQVFVFaWtqqkg6+Q7rrzD7gf0hf\nsmQJSUlJ5ObmkpGRQWZmZlBDureNeOtzxTpnhcXT8RT2kJ6VlUV8fLzbA8CtkG7JycnxWkmPjY1t\nESC9nW3WXagH4zVXSvkM6Q6Hw3lsjMXakPCnku4a0rt160ZSUpLHkG7/zM7NzaW0tNTjnpJ//etf\n7Nq1iyeeeILNmzd7LWKsWrWKcePGAdCvXz/A817izZs3t2p1AaNYVFlZ6fG9LSG9nfbv38/777/P\nbbfdxh//+Efmzp3r14wJtbW13HrrrUyfPp177rmHZ599ljPPPJObb77Z793CGzduZPz48SxZsoSo\nqCj+9Kc/+ZzdwpfGxkb++te/kpaWxmmnnRb0if+D7ZZbbmHjxo18+OGHzJs3j+XLl7N582YefPBB\nv25fXV3N1KlTaWpqYsWKFTz22GM89dRTXHHFFT4P2NqzZw+VlZUtqj5WddpTaNNae6ykezrjaHh4\neIvZFixxcXE+N0asDyJrd2BUVBTDhw9vUUUHI9g4HI5WJ0CxquKDBw8mMzOz1QdQYWGh80spPDyc\nlJSUFh9+VhUmkJD+8ssv06dPH9asWUN2djZz5871eN1ly5Zx6qmnOo98HzJkiMeqhPXFYZ9mLJCD\nR/fv30/v3r1bVEKtHnNPH8y7d++murrar5C+ceNGhg8fztSpU1m2bFmL3kb7GWJjYmLIzs52jvuN\nN96grq7OeVKMpUuXenwM69atY8yYMc6/R4wYwaZNmzz2YN9yyy28+OKLvPLKK4wfPx7A60wR9jnS\nLenp6cTGxgbl4NE1a9Zw6qmnkpOT0+o5LCsro3v37i02aK3Q4amS7nrgqD89xG2tpLubttFTSLeC\nyrBhwxg7dqzPeebdhXSrYuiPTZs2UVRUxNSpU1st8zRG+HGDxVNID/Sso9YGo7uQ7i2YNDU1UV1d\n3epz1d+Q/vnnnzN58mTn5+yECRM6NKRHREQ4q8EWb5X0iIgIkpOTCQsLczsryqFDhygqKmrxuZOT\nk8OWLVvc/t9aezvtM7V4C+nuetjB+B5LS0vzGdK3b9/O4cOHOfnkk1tc7u80jNb3h/259rQRV1BQ\n0KqSDnjcgF29ejWjRo3ipptuIiUlhddff93t9SoqKsjLy3OG9ISEBK97ifPy8locNGqxCkye+tLd\nhfRQnXW0y4V0pVRvpdRHSqlqpdQ2pdTpvm/V0o033ujsA7zjjjsYMmQIjzzyiM/bvfjii+zfv5+/\n/vWvKKUIDw/nscceY8+ePT538YPxBXPuuefSp08fvv76a95//33++9//snjxYr8Dqqu6ujrOPvts\nbrvtNs466ywcDgc/+9nP+OKLL/y6/eLFi/n973/PJ5980iGn3s3Ly+P5559n7ty5zjaOUaNGceed\nd/KXv/zFr8rdSy+9xPbt2/n0008ZP348v/3tb5k/fz7z58/nL3/5i9fbWvPTugvpnnbt19fX09jY\nGFC7i7sqOhiBwFcl3QoM9vXdcccd3HzzzS2u56l3d8eOHaSkpJCQkEC/fv1afQC5fim5flC6+zD3\nFtLr6+v55z//yRVXXEG3bt24/fbbef/9991+cNfU1LB27Vrn7ABghPTKykq3VRKrV941pG/dutWv\nszPu37+/1S7pHj16kJiY6DGkWyHJV0gvKytj//795ObmkpWVRX19fYsPYWuPhnUcwahRo5wHj370\n0UdMmjSJnJwcsrOzPf6/NjQ0sHXr1lbtWQ0NDW6/IF5//XWefvppnnnmGa644grn5cOHD6e2ttbt\nhsbu3bsJDw9vURVUSnmc+ScQBw8eJD8/n7FjxzJgwIBW/2PuQnCglXR/Qnp5eTlKKWdriev6PIV0\ndxvnntpd8vLyUEoxdOhQxo4dS35+vsegWVNT4zyo2C43N5ddu3b5tVfxiSeeIDU11Tkdnp0V0t2F\nNW8hPS0tLeCzjm7YsIH4+HhnVdLOWyXdeoyu47DG7i2kWwdiTpw40XnZhAkT+Oabb7ye8dOVw+Hg\nhx9+aBXSU1JSfIb09PR058GmFk8hvbCwkNTUVOcGxdChQ1v1NFufl/b3xMCBA6mtrXX7erjrL7dC\nuruNM08hHfyb4eWrr75CKeUMuJbhw4ezZcsWn7MSFRYWkpSU1OLg4j59+rT63Ndat6qkW4UOTyHd\nqo5HRkYya9Ys5s+f7zbPfP3112itW2xouPuOBKMYuGvXLreV9IEDBxIREeG2L72mpoba2tpWId1X\noautulxIB/4OHAB6A7cDC5VSvbzfpKUbbrjB+XtkZCQ33ngj7733ntetHK01zz//PDNnzmxxVrWc\nnBwuvfRSHnzwQZ/V8AceeIADBw7w73//21klPfPMM7n77ruZO3duwFMMNTQ08POf/5zly5ezePFi\nXn75ZZYsWcKkSZOYNWuW14NorN76adOm8eyzz3LWWWcxfvx4r0csFxQUcMUVVxAXF8fAgQN59NFH\nA547+9577yUzM7PFawDGgVbp6encddddXm/f1NTEE088wcUXX+zc0AK4+OKLuf3227njjju8zke9\nYcMGevbs2WIrPTU1lejoaI8h3arCBTJPuqeQ7k+7i7Xc3tpyySWXcOmll7a4nreQbk2z5e5EREVF\nRS0+AD2FdPsBSd7OSvfRRx9x6NAhrr76/7N35+FNVPv/wN8n6b6XQguUFiibUMqiLCooIIqKKArK\nBVdQEFBBL1fFKwp6VdCffr3XBcWdi8oVRMWFRQQVkJYdoexboS3QhbY0lNL9/P5IJ06SmUnSpgvw\nfj1PHiVLM02TyXs+c87njANgXewhNjYWr7/+utN9N27ciIqKCrtgoVQltKq26enpCAwMtH35ANaw\nW1VVZTvgys7O1h0ukpmZ6XRKGtCvjAPWkK6MD1bfPzs7225IlPKFkZSUpHna9MiRIwgICLAFgJ49\ne2Lnzp3Izs7G77//jltuuQUAMHDgQN2QfuDAAVRUVNiFdOVLw7ESd+LECUycOBFjx47FxIkT7W4z\nqkQpPdKVlWwVRiF99+7dGDJkCObOnetyAi4A9O3bFwkJCcjMzLQ766g1nMRVJd0xpAcFBSE4ONhl\nJT0sLEzz7JZRSD979qzT597Pzw/BwcFOQWjv3r1o06YNgoKCbGc+HIf3qO8rpbQ7EAT++ju5qkwe\nPnwYn3/+OaZPn253lkhhFNZcVdIB/faDFosF69atswsnynh0rdfWKKTrDUHy9fVFRESEYXeaP//8\nE6WlpXZhq1+/figvL3d6zTMyMnDTTTdpfi+cPn3aaQIo4N6YdK39itFwF/VzKJV09Wdnz549MJvN\ndvlCKU44TuwHtEN6aGgofHx8dCvpZrPZbl+qcGfV0XXr1qFz585O75ukpCSUlZW5PKB3HGcOaL8/\nlImv6vuazWZ06dJFMyPl5uYiLS3NdvBw9913Izs7W3M1602bNiEsLMwuO+iFdOX3cTzbBVjfowkJ\nCZp5STm4dJwnEhcXh7Nnz7rVRccTjSqkCyFCANwO4AUpZbGU8gcAqQCGe/JzHI9wlAqgUTV806ZN\nSE1NxYQJE5xumzVrFk6dOoUFCxboPv7AgQN44403MGPGDKc+pdOnT7ctDe1u6FXaq/3yyy9YunSp\nbXa/2WzGwoULUVZWhueff1738QsWLMCHH36I9957D/n5+Vi/fj3OnDmDnj174v3333fajm+++QaJ\niYlYuXIlnnrqKQwaNAjTp0/H6NGj3apoAtaj2G+++QazZs1yWo0zMDAQ06dPx7fffms4QfHbb7/F\nsWPHNHvizp49Gz169MDEiRN1zwook0bVpwhNJpNmlU+h96Xm6+uLqqoqp1ORrirprqpkyu2Ok1Uc\nuRPS3amkO1YzlJ2m+lRubGwssrKyNMf9r127Fu3atbPtzPz8/DBt2jR88cUXTtWZdevWoUmTJnan\nEBMSEmAymTR3eEr7RfXfSxmjv337dhw/fhw9e/bE7bffrvUSISMjQ/PL1GgVVWXOgvo5tYbI7N69\nGz4+PujUqZMtpKtf6yNHjth+NwC2bRw2bBjKyspsIf3aa6/FwYMHNUOmciDiuOR7s2bNnEL68uXL\nUVpaijfffNNu2wFrhTQiIkJzfKu6e45ap06dNMea/vzzz+jVqxf27NmDxx57DGPGjNE94Nm0aROa\nNm2Ktm3bom3btpBS2gUOTyvpWt1dANehqrCwUHM8uvJ8ZWVlmkMWLRaL3cGyQmti5t69e20HUAkJ\nCWjSpInukBflYMnxVHqXLl0ghHBZsJk9ezaio6OdDsbU2wfUPKTrVfyef/55DBgwAJ07d8a8efMA\nWN+jWkNdAOt7taCgQHO4hl7xA7D+PY3GsqekpNgWN1MkJSUhNDTUacjLe++9h59//hmDBg3Czz//\nbHeb40JG6ud3VUnX2q8YDXdxDOmFhYV2v+OePXvQvn17u0qz0aROrZAuhNBtv5mVlYXo6Gin6j/g\nusp77tw5LFmyBCNHjnS6zd1VnB2r44B2SHccu67Qm1ejHHwpIb1Xr16IjY3VHPa7adMm9O7d2+6A\nsk2bNpqZQ2uujppeG0YlpDvmTOX94upgyFONKqQD6ACgSEqpfsemAnA+HwFACOEvhAhTLgCc97aw\n7qzGjBmDDz/8UHfy4YcffojWrVtrTtLp0KEDRo4ciddff1338bNmzUKLFi3w1FNPOd2mtMpLTk42\n7K9bVlaGtLQ0LF++3Db2fPHixbjxxhvt7te8eXPMmDEDn376qeabKC8vD08++STGjBmDyZMnQwiB\n/v37Y8eOHRg7diweeeQRdO/eHW+88YZtAYY777wTN9xwAw4ePIhZs2bh448/xpIlS7Bs2TL069fP\nsB0RYD2tOHXqVCQlJeG+++7TvM99992H0NBQpw4QanPnzsXAgQPtJtcofHx88MEHHyA1NRVvv/22\n5uMdO7soEhISalRJB+BUTTcK6e5W0n19fe121lqU7XFVSc/NzbU7kHJnuEvTpk3tfofY2FhUVlZq\nnp3ZvHmz0ynQCRMmICQkxGn40erVq3Httdfa7ST9/f3Rpk0bw5CupozRf/fdd3HdddehoKAAW7Zs\n0dz56X2ZtmnTxrCS7ljh1OqVrnSJ8vPzQ1hYGCIjI50q6eqWmW3atMEzzzyDrVu3omPHjra/kfJ+\n1KqepqamIi4uzinIao0DXbVqFfr27etUmQasX956X3JKuzNH3bp1w6lTp5zCyptvvonu3bvj8OHD\nWLhwIX777Td07NgRDz30kNNnaPPmzejTpw+EELbXUH0frZDu5+cHHx8ftyvpgOvhCXrdTIC/Dgq0\nnk+rkg5YQ7BjGNu3b58tdAshDMelp6amIiEhwelAPDAwEB06dDCcGHzmzBn873//w+OPP+40Pl8R\nEREBIYTHw12io6Ph4+OjG9iSk5MxYsQIjB49Gi+88AKSk5Oxf/9+26Jwjpo0aYKqqirN6qHRPAGj\ng2jAGtKvuOIKu2KP2WzGlVdeaRfSy8vL8dlnn2H8+PG44oor8NJLL9n9HKOQfu7cOd2hM1rD6ADr\n6+5OSFcqueqDYPVBniIqKgoBAQFuh3RAv7OP3v0B6/7daPL6kiVLcPbsWdvZUrWmTZuiRYsWXgvp\nynvPseretWtX7Nmzx+mAb9OmTYiOjraFaZPJhNtvvx3fffedXbFRSmk3aVTRunVrzZa86enp8Pf3\nd6qIK9q1a6f5HXKph/QQAI6fdkv19Vr+CaBQddF9dSZNmoSMjAwsX77c6bbCwkIsWrQI48eP1zyl\nB1jHDB8+fFizR+euXbuwaNEiPP/885qnJgFg8ODBuOOOO/D000/bfVlIKfHVV1/ZujskJCTglltu\nQXFxMVasWIHhw7VPIjzyyCOIjY3FP//5T6fbnnnmGZSXl+PNN9+0uz44OBjvvfce1q5di7Zt2+LZ\nZ5/Fww8/jNzcXHz55ZdYvHix3RfqyJEjkZycDIvFgs6dO2PIkCF45pln8PXXXztVtb744gukpKTg\n7bffdjqtrggJCcFDDz2Ejz/+WLPTypEjR7Bu3TqMHz9e8/GAtV3h5MmT8eKLLzrtqM6fP49Dhw41\naEh3t5LuqooOaFfSLRYLcnNz7SrpwF+nS8+ePYtz585phnRlJ+U4aQfQXyq7rKwMO3bscNrxhYaG\n4tFHH7UdNAHAypUrsWHDBtx7771Ov0v79u01X3+tkA4AU6ZMsXWIWbt2LXx8fJy6LBUXFyM/P193\nuIvSQ11NWUzGMaS3aNECvr6+djvl48eP243DdazIHD161C6kA9azZu3bt8edd95p97ubzWbNA12t\nAwbAeTnuiooKrF69GkOGDHG6r/oxWs+h9fcGYAte6sCYm5uLNWvWYNy4cQgMDLRV0V977TUsW7YM\nPXv2tH0JnT9/HsnJybZuEHFxcTCbzXavoVZIF0Lofk70QrqrSrrW2HKFUUjXq6Q7rjpaXl6OY8eO\n2fXj79OnDzZu3Kg5JG737t12Z0fUevfubTjp9KuvvkJ5ebndnANHZrMZERERhpV0rdfDZDIhNjZW\nMxSWlpZi586duO666zBnzhzk5+djwIAB6NGjB+655x7N7XCnoq+1HUYH0YA1pKu7jCj69euH5ORk\n2+f6xx9/RHZ2NqZOnYrhw4djx44ddoU0JaQ7hlflLKLWgZ+U0rCS7s5wl4SEBPj6+tp9HrU6iQgh\nEB8f7zTcpbKyErm5uXZDEhVRUVG6lXS9kN6yZUsUFhbqnhX/5JNPMHjwYLvJ5WpJSUkuQ/qJEyec\nQnpMTAwKCwvthgorBwuO29q1a1ecO3fO6eBt06ZN6Nu3r93Zw9tvvx3p6el2XV7S09ORnZ3tNPG1\ndevWKC4udnrNlDOMeplPGcfvGO71Qrryu1/sIb0IgOMnOqz6ei1zAISrLs6fqmq9evXCFVdcYTuF\np7Zw4UKUlpZqHkUqevfujeuvvx7PP/+80055xowZSEhIwNixY3UfDwBvvPEGLBYLbr31VtvEokGD\nBmHMmDGIj4/H3LlzsWrVKuzevRtbt27VnNWvCAgIwOzZs/Hdd99hxYoVtus3bNiAjz/+GHPmzNH9\nwF577bX4/vvvba26tm7dirvvvtvpFDpgrbbt3bsXn376KYQQWLhwIUaNGoUWLVpg5MiR+PLLL/HG\nG29gwoQJGD16NAYOHGj4Gjz66KMoKCjAwoULnW5bsGABQkNDcccddxj+jJkzZ6KystJpTLTS3UIr\n9CghXWu4kbcr6cpEVD1FRUVuhfTQ0FAIIexCuhKilSqP40JEyg7QMaQXFxfbKvxaX0B6VYCdO3ei\ntLTUKaQDf03KvvHGG/HDDz/giSeewMCBAzFixAin++qNEdcL6ePGjcNvv/2G5cuXo0+fPhgwYAC+\n//57u/sor4VeJb20tNTpzMDOnTtRWVnpdKbGbDajdevWbof0iooKHD161C60AdZKaWpqql1Fz8/P\nD+3atdMcWmIU0g8cOGALHFu3bsWZM2eczqqpKavrqUkpdUN6u3btnBZBUrrRqE97BwUFYdq0adi3\nbx+Cg4MxZcoUAMDSpUthsVjwt7/9DYD18xIXF+cypAP6E6y1ursAdVtJd2e4y6lTpyCltHuvjRgx\nAvn5+fjpp5+cHq/3dwWsp+2VMddaPvvsM9x0001O1V+tbdSrpAcFBenuo+Li4jSDxM6dO1FeXo4+\nffqgTZs2mDp1Kpo3b47vv/9e88AJ+GuSrVZINxruYjRn5OTJk0hPT9cN6QUFBbbwO2/ePPTt2xdJ\nSUno1asXiouL7YLxqVOnEBUV5TT8Uqmeah34FRQUoLi4WDeknz171m64ZWVlJXJycuz+Xr6+vmjf\nvr3tM5+fn4+srCzNTiJakzpzc3NRVVWl+R1ek5CufP61qulHjx7F+vXr8eCDD2o+FnAd0quqqpzm\nQgF/BXH1fvjkyZNo2rSp05lk5fOiPhtYVVVlC+lqAwYMQEREBBYtWmS77quvvoKfn5/T+8axkKU4\nfvy45nePolWrVjh37pzTQdnp06cRGBjo9Jnw8/NDTEzMRR/SDwEIEUKoPx1dAWg2EpVSlkopLcoF\ngGEJc9KkSVixYoXdkZoyYfSWW27R/CJTe/3113HgwAF88MEHtuu+++47/PTTT3jttdd0d4qKhIQE\nrFixAlu3bkVkZCQ6dOiA9PR0/PLLL/jxxx8xceJE3HDDDUhMTNQMzI7uvvtuDB48GI888giKioqQ\nm5uLCRMmoG/fvrpjGdWEEE47Ly0BAQEYN24cfv75Z6Snp+PEiRN49913ceDAAdx777146qmnMHny\nZMyfP9/lz0pISMCwYcPw9ttv2wXmqqoqLFiwAKNGjdL9QlBER0fj8ccfx9tvv213Km3Xrl0QQmjO\n1k5ISEBJSYnmOEhvV9IB7fG2Cr1g4MhkMiE0NNTuVLJj+0alA4ESHtWrjSocl2fWCm1NmzaFn5+f\nUyV906ZN8PX11TzdHRYWhpUrVyIsLAzDhw/H4cOHbZ2RHGl9KZeUlCA7O9twR6m47bbb8Ouvv9q9\nFnoLjijPBzi33dy+fbttwSBX2+i4Sqdy2lS5rby83G4SmCIgIMCpOqNV5T5z5gwyMjI0z/x06dIF\npaWltudbtWoVwsPD7Vo1OoqPj8fp06ftzlIpqwBqBQ6z2YykpCS7atRXX32FwYMHa54CjoyMxDvv\nvIOlS5diwYIF+Oyzz9C/f3+7AxXHuR96IV2rVWl5eTnKy8vrvZLuznAXrb7Z3bt3x1VXXeVU+MnL\ny8OpU6d0K+l9+vRBWVmZ5pCXffv2YfPmzYYFI4XeqqNGByzK76AVJDZv3gw/Pz/b+/H111/HkSNH\nDL8XjSrpFosFZrNZ8+/Ztm1bnDlzRrMqrSz+pRXSlYV2NmzYgD179uCXX37BY489BgC2RYLUE0u1\n2i8Cxh2D9HqkA3/17Fdvd05ODqqqqpwCqvpsmFZnF0V8fLxTSDfq1FKT4S5GE4aXLFmCwMBA3bP2\ngOuuRLm5uaisrNQN6ervXb2iQcuWLREREWEX0g8cOACLxeIU0n19fTFhwgS89dZbSEtLw/nz5/Hm\nm29i3Lhxbg9DSU9P1+xYpNCbL6DVflH9XBd1SJdSFgH4HsALQohAIcQwAN2qr6u1MWPGICwsDG+8\n8Ybtus2bN+PPP//Eww8/7PLxPXr0wEMPPYSZM2di27ZtSE9Px5QpUzBs2DDNCRdarr76amzYsAGv\nvvoqPv74Y+zatcuwYm5ECIF58+YhJycHl112GXr37o28vDx88sknuqdwvKFly5aYPHkydu/ejTNn\nzuD48eP4z3/+43KMtWLq1KlITU3FunXrbNf99NNPOHbsmFtfTgDw5JNPwtfXF3PmzLFd9/vvv6NT\np06aVWqjNowWiwV+fn5O228U0vUObpTKklHnAncr6YDzqqOOId3HxwdxcXG2MKc1BlO5r7Kj1Kqk\nCyHQsmVLzZDeo0cP3b9tTEwMdu/ejYyMDBw9elR3glnbtm1RWFioGXzcCelDhw5FeXm53XhU5fFa\nO3wlpDt2JNi2bRu6du2qOSxNHdLPnz+P7OxszUq6lNLWqUYrpGu57LLLnCrpWq0gFcokXeXLfcWK\nFRg8eLDuUDLgr9dR/aWiN/5ToV446eTJk1i3bh1Gjx6t+xwjRozA2LFj8eCDD2L16tVOn9eEhIQa\nV9KV8cH1NSZdSql7wBwZGWn3GdZ7HSdNmoRVq1bZ2nEC9l2BtPTo0QN+fn6a3Uh+/PFHBAUFYdiw\nYZqPVTOqpNc0pHfv3t32WXeniONquEtYWJjuQTvgfBAtpcQ777yDIUOGOAU+wPq37Nmzp+1scYsW\nLTBq1CgA1qJBp06d7Fb69HZIV/bv6pCudfYSsH6G9+zZAyklduzY4dTZRREXF+dU5TUK6VqVdCml\nWyFday7CkiVLcPPNN2u2L1W4mjyqvAZa3V3Uv49yX62/rda8mk2bNkEIoVmcmDlzJpo2bYqJEydi\nxowZOH36NJ5++mmn++nNw9A7i6vQC+m5ubmXbkiv9giAlgDyALwJ4G9SSv31jz0QHByMGTNmYN68\neUhNTUVFRQUee+wxdOnSBTfddJNbP2POnDlo164drr76anTs2BGVlZWYO3euW5VvRffu3fH3v/8d\nDz74oNthTU/79u2xY8cODBgwAHFxcdi8ebPm0XpdCQ8PdytkqQ0ePBidO3fGSy+9BCklpJR44YUX\nMGDAANvyz65ERkbiySefxLx585CRkYH8/HwsXrwYDzzwgOb9lS8F9ZepQq+apgQix04yRpV0V6td\nAtaQ7k4lHdAO6f7+/naPV3d4OXXqFIKDg+1uV59yLC0tRU5OjmZo0+oAoHWq0ZGPj49tRUA9Wl/K\nWj3S9SQkJCA4ONhuB56RkYGoqCjN4REhISFo27at05fKtm3bbP37tbZR2T5l29QhvXXr1igpKUFO\nTg4OHjyIgIAAzS9yLZ07d0Z6errdmNCNGzciODhYswVYbGwsQkNDsW/fPuTk5GDTpk249dZbDZ9D\nq52bq5DevXt37Nu3D6Wlpfj666/h4+Oj20kHsH6Rfvzxxxg1ahSaNGmCu+66y+52dSW9srJSc8VJ\nQLuSbhTSmzVrhrNnz+q2wa1JJb2kpAQVFRWaj9OaxxEYGOj0u9x1111o1qwZhg8fbjsI+/rrrxEc\nHKx7AOfv748ePXpohvRVq1Zh0KBBbhU8IiIinCaVA+6HdMehf8okYE+EhITAx8dHczKl0d9EL6Qn\nJydj27ZtePzxx3Wf85133sH+/fvx5Zdf4rHHHrM7kOjVq5dbIT0gIAAhISG6Id1kMmkGXq0e+nqT\nUwcNGoSsrCykc1M7dwAAIABJREFUpKTgq6++wg033KD5d42Li0NWVpZd96HMzEwIIdyupFssFpSU\nlOiG9NDQUISGhjpV0o8fP44tW7bYzaHRkpiYiFatWuGxxx7Dpk2bMG7cOLszg3odW6KiomA2m92q\npAPOw2o2bdqk2RYSsL735s6di99//x3//ve/cf/99zstCAhYz0i3bNnSLjwra14Yffe0aNECZrPZ\nKaTrvacA9/rRe6rRhXQpZa6UcqiUMkhK2VFKudqbP//xxx9Hu3btbNWg7du347PPPtNsW6SladOm\n+OOPPzBt2jQ8++yzOHjwoMch1ds6duyIL7/8EuvXrzc8fdNYCCHwf//3f1izZg3eeecdfP7559ix\nYwdefPFFj37O448/jrCwMDz99NP45JNPUFlZqTuuLjg4GHFxcZodNvS+TPQq6UZ90rUmzzlyd+Io\noB3SY2Ji7A4K1ZOwlEU41CIiIuDn54esrCzbF4pWuHSsAuTn5+PQoUMuQ7o7jEK6O0HXZDI5LaGd\nkZFheCq+W7duthaHgDWU7d692zCkK9V+rfZcyv8fP34cBw8eRIcOHdw+Y6V0e1B3uElOTkbfvn01\nq+PKojk7d+7EsmXLAFjPJhiJjY2FEMIupCtf9npfKj169EBFRQX27t2LRYsW4aabbtLsHqNmNpvx\n5Zdf4tixY04Hm23btkV+fj4sFottaJK7lXRlmI5eSAf0FzSqSSVd+bfWAXNsbCzOnTtn+x0yMzNt\nr69aYGAgfv/9d0gp0bt3b8yYMQNz587FK6+8Yjj8sW/fvk6TR4uLi7F+/XrDycFqjvsGhauQHhcX\nh5KSErtqrMViwYEDBwyHU2lRWgJ6OuymWbNmCAoKcpok+H//93/o2LGjYdHsqquuwurVq3HXXXc5\nrcfRq1cv/Pnnn7Z9tlGgio6O1hxClZmZiRYtWmh+LpX3smNIF0I4rU46aNAgtGnTBs8//zySk5N1\nJwLHx8fbFvhRHDt2DLGxsZpnMpRhTupJ8UaVd4VWEebbb7+Fv7+/rV2sHn9/fyxbtgxHjhzBlVde\nifnz59s1rTh58iRMJpPTa2A2m9GsWTOnMelalXTAGtLVC9m5KhLddtt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Usbvatm2LkpIS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\nWoWbm5vubypISEggPDzcSqSLqh79+vVj7969VvGpu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UycONFTOXesWLGCE044IeCbc79+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Vnj17dtztgukEvOuvvx5rbcDfgz179rB69WruuOMO2tvbg27s4QRMJ6SPHz+eQYMGBb2PtfaI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\nECPSAQAg5ge6TeQdc1wbEwAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rfstats(stream)\n", "stream.filter('bandpass', freqmin=0.4, freqmax=1)\n", "stream.trim2(5, 95, 'starttime')\n", "print(stream)\n", "stream[:3].plot(type='relative', reftime=stream[0].stats.onset)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we perform the receiver function calculation, i.e. rotation and deconvolution, by calling `RFStream.rf()`. The L components of the receiver functions have the expected peak at 0s. The Q component stack shows a distinct phase at around 9s. That's it." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "9 Trace(s) in Stream:\n", "Prf CX.PB01..BHT | -5.0s - 22.0s onset:2011-02-25T13:15:38.169539Z | 5.0 Hz, 136 samples | mag:6.0 dist:46.1 baz:325.0 slow:6.40 (Ps moveout)\n", "Prf CX.PB01..BHQ | -5.0s - 22.0s onset:2011-02-25T13:15:38.169539Z | 5.0 Hz, 136 samples | mag:6.0 dist:46.1 baz:325.0 slow:6.40 (Ps moveout)\n", "Prf CX.PB01..BHL | -5.0s - 22.0s onset:2011-02-25T13:15:38.169539Z | 5.0 Hz, 136 samples | mag:6.0 dist:46.1 baz:325.0 slow:6.40 (Ps moveout)\n", "Prf CX.PB01..BHT | -5.0s - 22.0s onset:2011-03-06T14:40:59.719539Z | 5.0 Hz, 136 samples | mag:6.5 dist:47.1 baz:149.2 slow:6.40 (Ps moveout)\n", "Prf CX.PB01..BHQ | -5.0s - 22.0s onset:2011-03-06T14:40:59.719539Z | 5.0 Hz, 136 samples | mag:6.5 dist:47.1 baz:149.2 slow:6.40 (Ps moveout)\n", "Prf CX.PB01..BHL | -5.0s - 22.0s onset:2011-03-06T14:40:59.719539Z | 5.0 Hz, 136 samples | mag:6.5 dist:47.1 baz:149.2 slow:6.40 (Ps moveout)\n", "Prf CX.PB01..BHT | -5.0s - 22.0s onset:2011-05-13T22:54:33.319538Z | 5.0 Hz, 136 samples | mag:6.0 dist:34.2 baz:333.6 slow:6.40 (Ps moveout)\n", "Prf CX.PB01..BHQ | -5.0s - 22.0s onset:2011-05-13T22:54:33.319538Z | 5.0 Hz, 136 samples | mag:6.0 dist:34.2 baz:333.6 slow:6.40 (Ps moveout)\n", "Prf CX.PB01..BHL | -5.0s - 22.0s onset:2011-05-13T22:54:33.319538Z | 5.0 Hz, 136 samples | mag:6.0 dist:34.2 baz:333.6 slow:6.40 (Ps moveout)\n" ] }, { "data": { "image/png": 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L9sYbb+DevXtVrrvfvHkTycnJtR6SBwA1NTX069dPac99/fr1aN++PZ577rkG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\nKhXa3bt3kZmZWSZ5//LLL2jQoAH+/PPPMslfFAHJCvHy9/d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2krgGc46iGvwSGeHnPsp60J5arWbHjh0pl8u5d+9eXXqPHj1ob29vcL4yNwcP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\n8ePH87aJjY0lBwcHMjY2Zo9avgpvSuDfTsykRl/8TU7zj1KjL/5+rUI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l7ttv\nv0VWVhZWrVqF+fPnIzw8HMbGxpg8efIbtWZcvnwZc+bMQf/+/bFgwQLo6+tj7NixmDNnDnbt2oWL\nFy++9jWbSa+fAAAgAElEQVRt3rwZFhYW6NOnD1vGBJZqailjCA0NRWpqKiZMmFDdy9RSBT5Yga9Q\nKLB8+XK4u7ujT58+6NmzJz777DOEhYWp1Z4UCgUSExPx8uVLjV4W5QP2GDQ5AnX79m00btwYbdq0\ngZ+fH4hIUNgw/nkuISwSiWBtbS3ow4+NjWXv9+7cuTMAfj8+40NnXAXl0cSkr6enp5L2VV163aKi\nImzfvh0DBgyAjY0Nu0Y+s75cLkdoaCjatm0LuVyOLVu28K6J4enTp6hbty5npkE9PT04OjrWiIbP\n5NDn8q2X51XO4jMva75kSMB/9y6Uz+lfXTx+/Bi3bt3CvHnzcPLkSQQHB+PWrVtqN1AKhQLHjh1D\n//79YWlpifHjx1dq3tjYWKxevRqffvopm0+hdu3aWL58OS5cuIA9e/ZU+TO9KgsXLkS9evWwfft2\npffDggUL4ODggClTplRLXoTi4mKEhoaqjT9JT09HSEgIRowYoZR4qmJGSE3ZuHEj7Ozs0LNnzyqt\nW0v18sEK/MOHD+PevXtYsGABewRq4MCBAKA2mnT9+vVwcnKCqakpDA0NsWTJEt62MpkMUVFRKloV\nE7gn5McPDw9X8u0C/yXG4YIv6Q6DULa94uJiJCYmsmbrevXqoUGDBrh+/Tpne2Yca2trlTpNNHxL\nS0sVXzUj8BlttyLh4eHIzMzEsGHD2M/TtGlT3sC9a9eu4fnz55gxYwa6du2KTZs2CZr/Ae4z+OVp\n2LBhjWj40dHRqFOnjoqboyJ2dnaQSqVV0vCFAvYYTExMYG9vr/aEBlD2O/36668YPHgwmjRpotYd\ntnfvXgBgkwoNGTIEIpFIbRKqpUuXolevXrh27Rq8vLzw559/qr3quTyLFi2Cvr6+iltn3LhxaNmy\nJWbPnq02bqQmuH37Nq5cuYIZM2bA2NhYqc7Q0BC//voroqOjsXbt2leeKzg4GH379oWtrS369++P\nq1evcrbbunUrSkpKODVyb29vREdHaxy49+jRI5w+fRrjxo3jvE9DyxuAiN7qP29vb6puFAoFeXt7\nk4uLC5WWlirVubu7U4cOHQT7t2rViho1akQ//fQTeXt7k62tLcnlcs62ERERBID27NmjVF5SUkJ6\nenoUHBzM2S85OZkA0MqVK4mIqLCwkMRiMS1evJh3Xdu2bSMAFB8fz1nv7+9PXl5enHUxMTEEgHbu\n3MmWde3alVq3bs3Z/sCBAwSA/vnnH5W6RYsWkVgs5v1O+vXrR+7u7px1FhYWNHHiRM465vPFxsay\nZVOnTiUDAwMqLi5WaT9z5kzS1dWlly9f0v79+wkAHT16lHNsBhcXFxo8eDBv/ZQpU8jY2JgUCoXg\nOJXF29ubunXrplFbZ2dnGjJkSKXn6Ny5M7Vs2VJtux49epCnp6fadn5+fgSAHBwcyMzMjLp06SLY\n3tPTk9q0aaNU5uvrSw0aNOD9PouKiqh27drUs2dPkslk9OTJE5JIJDRz5ky16yMiyszMJB0dHZo1\naxZn/c2bN0kkEtHnn3+u0XjVybBhw8jY2JhycnI46xUKBXXt2pXMzMwoKyuryvNcuHCBANCIESNo\nxowZZG1tTcbGxvT06VOldnK5nJycnKhjx46c4+zdu5cA0K1btzSa96uvviKxWExJSUlVXntFANwm\nAXlhaGhYbXO9rQDIpyrK0w9Swz9+/DjCw8Mxb948lZ3nwIEDceXKFV7Td2JiIm7evIkxY8Zg9uzZ\nmDp1KlJTU3k1deZsdUUNXyqVolmzZryBexUD/fT19eHk5PRKGr7QBTqMa4HR8AHhc/GMSZ9Lwzc3\nN4dCoeC9W71iHv3yODg48LpU4uPjIZFI4OjoyJZ16dIFhYWFCAsLU2pLRAgJCYGfnx+MjY3Rp08f\n2NraYuPGjZxjM32ePXsmqOG7uroiNzeX/fxcyOVynDt3TmPfsFwuR0xMDGtOV0dVzuITkdqAPYZm\nzZrh/v37gtaQ/Px8XLp0CTNnzsSTJ08wa9YsnDt3jtfyEBsbizt37qikDB4+fDgePXqk8vsx7N+/\nH8+fP8fMmTOho6MDBwcHDB48GJs2bUJ2drbaz3L48GGUlJRg8ODBnPU+Pj6YMWMG1q1bh+PHj6sd\njwsiQlpaGs6ePauRZQQos47s3bsX48aNg4mJCWcbkUiEH374AdnZ2fjpp5+qtLb8/HyMHTsWDRo0\nwPr16/Hrr7/i+vXrkMvlmDBhgtIzevr0aSQkJGDSpEmcYzGuIE3N+pcvX4anp6fKrY9a3hwfnMAn\nIixevBhOTk4YNWqUSv3AgQNZYcFFRbNkjx49AID3ZREeHg4TExOV2+sA4SNQt2/fVkrSA5RFcgsJ\n/NTUVBgbGytlviuPra0t0tPTOSPv+QR+SkoK54ufMelXTOELKKfX5aJiHv3y2Nvb4+nTp5x18fHx\ncHR0VDpS1qlTJ4jFYvZCGIbIyEgkJiaif//+AAAdHR2MGjUKx44d492IvHjxAkVFRWpN+gAEzfrL\nly+Hr68vjhw5wtumPI8fP0ZRUZHGAr8qZ/EfPXqEnJwcjQR+06ZNUVxcjEePHvG2uXDhAmQyGeub\nHT16NEQiEbZu3crZnvm/GTRokFL5gAEDoK+vz2vWX7t2LRo2bAhfX1+2LDg4GHl5eYKbt/LzOjo6\nwsfHh7fNsmXL0KxZM4wdO1btTYQVOXfuHOzt7WFraws/Pz94enpqtHFYs2YNFAoFpk2bJtjO09MT\ngwcPxsqVKzU6llsRJqvnli1b2PeCs7MzVqxYgePHj+OPP/5g227YsAG1a9dm/2cqUpnAPblcjps3\nbwrmlNDCT8E//+Du96uwY/NRhD+pxrwfVTUNvK6/6jbpHz58mADQli1bOOsVCgU1atSIfH19Oeu9\nvLyoVatWKmXt27fnbN+6dWvq1KkTZ93q1asJAP37778qdb169SI3NzelsuDgYNLT01NxQzAEBgZS\nw4YNOeuIiFauXEkA6MWLFyp1Y8aMIVtbW6WydevW8a7v888/JwsLC855QkJCCACFh4dz1tvY2NBn\nn33GWTd58mQyMzPjrPPx8eE0e3fo0IGaNWumVMaYE9PS0tgyxg3BZ5IMDw8nAHTw4EHOeiKiR48e\nEQDavHkzZ318fDzp6+sTAAoICOAdpzwHDx4kAHTz5k2N2i9btowAUG5urkbtiYj27Nkj+JuU5+bN\nm2q/B8aVUlhYyJb16NGD7OzsOJ/PZs2a8f6PDBo0iGrXrk0ymUypnHGH/frrryp9fH19qU6dOpyu\nHIbMzEySSqW8brPy3L17l3R1dalv3768rqiKHD16lPT09MjNzY1WrlxJJ0+eJC8vLzIwMKBLly7x\n9nv58iWZm5vTwIEDNZrn4cOHJJFIaNq0aRq1Z7h//z6JxWJOd4VcLqf27duTmZkZbd26lUJDQ0ki\nkdD8+fMFx/Tz8+N1C5YnKiqKANAff/xRqTWrAx+AST8/IoJiPJpTVKMmFOHmTn0mraPbiZlsPd43\nk75IJBovEolui0Si25XdcQuhUCiwePFiNGjQgDdNpEgkwsCBA3HhwgW8ePFCqS4+Ph4REREqZsme\nPXvi+vXrKibGwsJC3Llzh1erYrR3riNQ5QP2GBo3bozi4mLegKXU1FTO42QMQtn2Hj58yEboMwid\ni09LS+OM0Af+y6fPpeETETIzMwU1/OzsbE4tPD4+Hg0aNFApDwwMRHR0NHumWqFQYOfOnejQoYOS\ny4E5685nJRE6g8/g4OAAHR0dTg2fiDBlyhRIpVKMGTMGx48f1+i8fHR0NEQiEdzc3NS2BaoWqc8E\n7GliRWC+J6FI/ZMnT6Jjx47Q19dnyz799FM8e/YMp06dUmp79+5dREdHc94ACABjxozB8+fPlbRN\noEy7NzQ0xOjRo1X6BAcHIyUlRTDA9tChQygtLeWdtzweHh5Yvnw5Dh8+DH9/f8HTLADw119/oV+/\nfmjWrBkuXbqE6dOno1u3bjhx4gQcHBzQq1cvXjffsmXLkJWVhXnz5qldF1BmdRszZgw2bNhQqWDF\nb775BgYGBpxBxWKxGFu2bGGf1T59+kChUKg9AVH+Kmchbty4AQBo3bq1xuutKuXlxftw02PBzVsg\nWQkkIEjlpWiSGocbjzOqZ/Cq7hRe1191avhM4Ja6XSezO12xYoVS+XfffUcA6MmTJ0rlV65cIQC0\nd+9epfLjx48TADpx4gTnPC9fviSJREJffPGFUvm///5LAGjVqlVK5VevXiUAdOzYMc7xXF1dKTAw\nkPdznTt3jgDQ2bNnVeqsrKxUtO7bt28TAAoJCVFp36FDB17LRWRkJOf3QVT2mQHQjz/+yNl3165d\nBIBiYmKUyjMyMggA/fzzzyp9kpOTSSQS0ZIlS4iI6OTJkyoBiEREMpmMpFIpLVy4kHNuxuKSmprK\nWc/QuHFjGjBggEr5vn372EDLx48fEwB2TUIMGjSIGjRooLYdQ1hYGAGgw4cPa9zn448/Jh8fH43b\nOzk58QYvJiQkcGrexcXFZGVlpaK5DhkyhGrVqsVpWSIqs6q1bt2a7OzsWIvB06dPycDAgNcSVFpa\nSg4ODoKBjj179qT69etrHGCpUCho3bp1pK+vT1ZWVrRt2zYVK0pWVhaNGjWKAFC7du0oOztbZZyn\nT5+SnZ0dOTk5UWZmplJdXFwc6erq0siRIzVaE0NSUhLp6+uTv7+/Rp8nJiaGRCIRzZs3T7BdcXEx\nxcXF0cmTJwWtEgyaBu6NGzeOzM3Nqz24FR+Qhh/ZqAn9U80a/hsX6Or+XlXgy+VyOnXqFA0cOJCk\nUik1btyY1yReHl9fX6pXr56SmdHDw4Patm2r0rakpITMzMxozJgxSuXTpk0jfX19Kigo4J2nVatW\nKqbO0NBQAkBXrlxRKmeE3k8//cQ5lrGxMU2fPp13rnv37hEA2rVrF+e4FYVwSkoKAaA1a9aojCW0\nuUhKSiIAtHHjRpU6RljwmcQvX75MAOj48eNK5eqEXMeOHVkXSN++fal27dpUVFSk0q5Ro0acwpqI\naO7cuaSrq6vWpNu7d28VF4JcLidHR0fy9PSkkpISIio75WBvb6/2eWvSpAn17dtXsE150tPTlU5w\nqEMmk5GBgUGlTMK9evVS+YwMGzdu5NyUERHNmjWLpFIp3blzh4iIHjx4QCKRiObOnSs439mzZwkA\n/fLLL1RYWEg+Pj5kbGxMcXFxvH2+/PJLEolEKtHmRGXPtFQqpTlz5gjOy8W9e/fI09OTAJC+vj71\n6dOHxo4dS0FBQVS3bl2SSCS0aNEizueL4caNG6Sjo0O9evVSep769OlDRkZGnG4ydTAbUq7/x4oE\nBgZSrVq16Pnz55WeRwjGpbVhwwbBds2aNaMePXpU69xEH4bAJyoT+ndWrKQ/fj+iJOyJtAJfkFWr\nVhEAsrKyouDgYM6XAxdHjx5V0hIZzXPt2rWc7QMDA6lOnTpKO9qGDRtSz549BeeZO3cu6ejoUH5+\nPlu2ePFiEovFlJeXp9Le2tqaxo0bp1Kel5dHAGj58uW8czGCvaJmxidM5XI5SaVSWrBggcpYpqam\nNHXqVM55mLVUtJAQ/Wc1OHToEGffJ0+eEAD67bfflMr5NH+GtWvXshsFsVjM64vs168fNWnShLNu\n0KBB5OLiwllXntmzZ5O+vr7Si/zixYsEgHbv3s2WMdrQ33//zTtWUVERK0A0RaFQUK1atTQW4Mx3\nXn5t6pg3bx7p6Oio+NWJiAYMGEB2dnac2ltaWhrZ2tpSo0aNKDc3l0aNGkUGBgZKsRR8+Pn5kZWV\nFQUFBQk+IwyM8Fm6dKlK3fr16ysVF1GR0tJSunTpEk2b9v/27jw+qipb9PhvZYCEkAASQDNgCFHi\naxyAAmUQooBciEijdksrz3ttpyvSLf15z9uRZ6tI+4zTvbYDF7W9elUe9AN9DRgbowgRJQKxb0Ts\nRElMMLQIhECUKWTY749Tp6wkNWWoVJJa388nn1SdOsOuk0qts/fZe+1fm/T0dJOcnGxGjBhhpk6d\nGvCwNDtA33///aa4uNg1rNTX/6gvTU1NZvbs2SYmJsbr/4ExVguliHj8v+2opqYmM2jQIK8tL8YY\nU1tb26zFrTOFS8D3RQO+D999951ZvXq1z6txTxobG82oUaOMw+EwFRUVJiEhwUyaNMlVe2vplVde\nMYApKioyxlidtwDzzDPP+DzOO++8YwDz/vvvu5ZlZ2ebn/zkJx7Xnzp1qpk8eXKr5fbxXn31Va/H\nampqMtHR0a2a+d544w2vwTQ1NbVV8+Pp06cNYJYvX+71OH369PFYq8vPzzeA2bZtm8dt6+vrTURE\nRKvbHA8//LABvLaWHDhwwERERJghQ4YYETEVFRUe18vJyTFRUVEeA9mFF15o5s6d63E7dytXrmx1\na+euu+4y/fr1a3aRVldXZ4YMGWLmz5/vdV+fffaZxzwN/gRaVmN+DDwtb0X58vrrr3v8TNTX15sB\nAwaYW2+91eu2mzdvNiJisrOzTWRkpM9WJ3f2hacdJAMxbdo0k5GR0ezio66uzpx77rlm/Pjxnd6k\n3BZNTU1mwYIFrvcEmIyMjDZ/F7k7cOCASUxMNBdffLHHWyTHjh0zY8eONfHx8V5voXTU9OnTfXbc\ns1trvN3K7AgN+B0L+N2y015nGjZsGAsWLGiWJjIQERERLFmyhKKiIteQoDfeeMNjylWAuXPnEh8f\n78rmZQ/N8ZdScvLkyURGRrpS2J44cYKPPvrIa2cXb0PzfKXVtYkIw4YNazW8p6ysDBHxOHTQ01h8\nX2l17eN4m0DH20x5tqioKJKSklp1disrKyMlJYXY2FiP25199tlMnTqVw4cPM2fOnGbzFri74IIL\naGhoaDWsrbGxka+++sqV0dAXe+iiPZSxoaGBtWvXMnfu3GZDIvv06cPPf/5zNm3a5LWTkz37WKBD\n8mxtGYtfWFhIUlJSmyYvsbPxtRxX/sknn1BbW8usWbO8bnvllVfyu9/9jry8PCIjI7n33nsDOuaE\nCRO4++67Wbhwoc/sle5uueUWysrK+Oijj1zLXnnlFfbt28fDDz/sc+bBYBMRXn31VdavX8+bb77J\nhg0bKCwsbPN3kbuzzz6b1157jZKSEhwOR7MOvydPnuTqq69m9+7drFmzxm/WxvZyOBw+O+7ZHfYm\nTJgQlOOr9uv1Ab8jbr75Zs466yy+/vprVqxY4eod7cngwYNZunQp69evZ8uWLfzlL38hIyODjIwM\nn8dISEhg3LhxbN26FYBVq1ZRW1vbbKYqd5mZmRw5cqTVCAI76Y6vXvqA14CfmprarMe1LSUlpc0B\nH6yx+J7y6XubOMedp7H4ZWVlfs+lnVxl0aJFXtexA3rLOdH37dtHXV1dQAH/oosuIjY2lmeffRZj\nDB988AHV1dUsWLCg1bozZ87k1KlTri/Blvbs2UN0dLRrfH+g7LH41gW/b4WFhUycOLFNwS8zM5OI\niIhWPfXfeust+vTpw1VXXeVz+wceeIAbb7yRZcuWuUZ7BOK5557j9ddfDzgV6/XXX0///v1ZsWIF\nTU1N1NXV8fvf/56JEyf6vCjpKn379uWaa67h2muvZe7cuSQmJnZ4n7Nnz2bbtm00NDQwadIk7rrr\nLpYuXcrs2bPZvn07q1atYs6cOZ1Qes/GjRtHfX2911EcO3bsYNSoUa7ROqr70IDvQ79+/VixYgWP\nPPIIN910k9/1lyxZwrnnnsuSJUvYsmVLwBNGXHHFFezcuZMTJ07w7LPPMmbMGCZNmuRxXW8BK5Aa\nPnjOtrd3716vASc5OblVbntfefRt/mr4vgK+p2x75eXlHofkubvtttt47733fJ53b3MS2M8DCfiD\nBw9m+fLlbNy4kbVr17JmzRoSEhJcSZjcTZs2jYiICK/5/vfs2cOoUaO8zk/vzYgRIzh58qTfRDEH\nDx6koqKCiRMntmn/sbGxpKenN6vhNzU1sW7dOq666ioGDBjgc/vIyEhWrVpFTk5Om47bVnFxcdxx\nxx2sWbOGrKws7r//fvbv3x/y2n2wTZgwgU8//ZQrr7ySNWvW8Pjjj7Njxw5eeumlgIYhdoQ9XNhT\nAh5jDJ988kmXDMdTbacB348bbriBpUuXBrRuTEwMubm57N69m1OnTgUc8LOysqivr+fRRx9lz549\nLF682OuXlT1GumXAP3DgAJGRkX5rEJ4m0PFVe05OTub48ePNJhext/dVw/cW8GtqakhISCA6Otrr\ntqmpqVRVVblqrz/88AMHDx70W8OPiopixowZPr/oExISSE5ObnX+7OctcxF4c8899+BwOPjVr37F\nW2+9xfz58z22kAwcOBCHw+Ex4Dc2NlJYWMjYsWMDOqa7QKfJtSc/amvAB+s2g3vA37lzJ1VVVa2y\n5YXaE088wcsvv8yePXt48sknufzyy5tl5uuthg4dSl5eHkePHqW+vt6VRjfYRowY4TXjXkVFBYcO\nHdKA301pwO9kN9xwA5deeimxsbFkZWUFtI19Hz83N5fBgwfzi1/8wuu6qampxMfHs3v37mbLv/vu\nO4YNG+aa+c+bYcOGNUuve/ToUY4cOeKzhg/Nk+/4yqNv89Wk7+/e4vDhw6mrq3PVXu0Ur/4CfqAy\nMzM91vCHDBkS8H3PqKgoXn75ZWpqaqitrfXYnG+bMWMGO3fubJVMqLCwkCNHjpCdnd3m92D3t/B3\nH7+wsJDo6Oh2XVRMnDiR0tJS10XD2rVriY6ObjZPencQERHBL3/5S0pLS8nJyWHlypW9unbviYh0\n2Yx0IsLYsWMpKipq9dr7778P/Di9tupeNOB3MhFh3bp1vPfee147mLUUHx+Pw+GgsbGR2267zed2\nERERHv/ZDhw44Lc5H6yA39DQ4ArGZWVlgPdg6ingHzx4kLi4OK85+8F3k76v5nz4MdOdfR/fXxnb\n6oILLqCkpKTZ/e/S0tKAmvPdXXTRRSxbtozMzEyfNcrp06fT0NDAhx9+2Gz5xo0biY6Obte9ZrtT\nor+Av337dsaNG+ex9cGfRYsWkZSUxD333ENjY6OrOX/gwIFt3ldXGDp0KI8++mjAGQtV+3nLuPfu\nu++Smpra5v8l1TU04AdBSkoKkydPbtM2M2bMIDIy0utMVe7Gjx9PcXEx9fX1rmVfffVVs1nkvLEv\nCuxOfnv37gVocw3fV3M+WAH/+++/p2Wqy0Bq+HbAt+/j2wHf3z38QGVmZvLDDz+4zgG0L+CDNTlJ\nSUmJz1sUkyZNIiYmxlX7sW3cuJFp06b5vR/uSVxcHMOGDfPZpH/mzBmKiora1ZwP0L9/fx577DF2\n7drF4sWL+eabb7pdc74KDU8d9xoaGti8eTOzZs0KuxaWnkIDfjdx3333UVxcHFDQdjgc1NXVue6v\nfvvtt5SXlzNlyhS/244ZMwawpq4E30PywHsN31dzPvzYKa/l/AK+8ujbhg8fDvxYwy8vL2fo0KHE\nx8f73C5QLftBVFdXU11d7Vre2WJiYpgyZUqz+/hlZWWUlJQwd+7cdu/X39C84uJiTp8+3e6AD9b0\ntRMnTmTlypVER0czb968du9L9R6epsrdsWMHtbW1fkdwqNDRgN9NxMXFBTwW2/5n27VrFwAFBQWA\n1SPcn/POO4/09HRXnoC9e/d6HZIHVm/tQYMGtQr4gdTwofkEOsYYDhw44HfbxMREYmJiXDX8L774\notOa86F1T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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stream.rf()\n", "stream.moveout()\n", "stream.trim2(-5, 22, 'onset')\n", "print(stream)\n", "stream.select(component='L').plot_rf() \n", "stream.select(component='Q').plot_rf()\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:notebooks]", "language": "python", "name": "conda-env-notebooks-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.3" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 1 }