{ "metadata": { "name": "", "signature": "sha256:f4255ef6dc8938a477f988b6a798d82bf88b6d7dcfdb80092ab5a9fee22b76f0" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "from PyARTS import artsXML" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 82 }, { "cell_type": "code", "collapsed": false, "input": [ "gf_data = artsXML.load(\"gf_data.xml\")" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 83 }, { "cell_type": "code", "collapsed": false, "input": [ "def plot_orig_vs_regridded(gf_data, gf_regridded, name):\n", " plt.plot(gf_data['Pressure'], gf_data['Tensor3'].flatten(), color='#0000CC', label=\"original_data\")\n", " plt.plot(gf_regridded['Pressure'], gf_regridded['Data'].flatten(), color='#CC0000', label=name)\n", " plt.xlim(0, 20000)\n", " plt.legend()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 102 }, { "cell_type": "code", "collapsed": false, "input": [ "for fname in ('none', 'both_sides', 'top', 'bottom'):\n", " fig = plt.figure()\n", " plot_orig_vs_regridded(gf_data, artsXML.load('gfREFERENCE_0p_' + fname + '.xml'), \"GriddedFieldPRegrid zeropadding \" + fname)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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AAKCYKLR8WHj7jsqY9pHTMQAAQDEVu+vQGPOkpNsl5Ur6S9Jd1tpD+ZbTdVhC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\nojRrVqLuuWetxoxhYlMAkEpQaBlj3jP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OnZw+JCIiMjYsWgUoj6Jl7eEB6yZN0LviKRw6FIPk5PyvH0NERESGiUWrAOVR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\n6+ur/drT0xOenp6l3Z3OcdqQjIGTkzl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jBUlSo0ahiokJ1OefH3Y6CgAAOA8KrSLGGKNBg0rplVf2OB0FAACcB0OHRdCR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\nQaEFnMcl5cvqym8+U4MfntG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ws3OFHJNIKb6+vnbxDSwickzm1xKtCPzWYTGOenmh4ZUrcPL2rpDj/RufiL/D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\nRFby/wF2T3rM8yyp+wAAAABJRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 103 }, { "cell_type": "code", "collapsed": false, "input": [ "for fname in ('none', 'both_sides', 'top', 'bottom'):\n", " fig = plt.figure()\n", " plot_orig_vs_regridded(gf_data, artsXML.load('gfREFERENCE_z_0p_' + fname + '.xml'), \"GriddedFieldZToPRegrid zeropadding \" + fname)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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BBACgJKHr0AtkHTmiH8tVkZ21Wi3bV3c6DgAAPoeuwxLMv0wZHazTQstH/dfp\nKAAAwI0otLxEzP13qdTCWVy6BACAEoSuQy+RkZamJZVrKDgpWVe1rOx0HAAAfApdhyVcQIUKSq/e\nWD++MdPpKAAAwE0otLxI5XvuVPbXM+k+BACghKDr0IucTEnR4mqXqsLPW3VZ4/JOxwEAwGfQdegD\nAqOjdbxKHS16Y47TUQAAgBtQaHmZ8rffoeNzmOYBAICSgK5DL3Psz836Me5KVVu1RXUuLet0HAAA\nfAJdhz4iuFYNHa9UQ9/9c7bTUQAAQBFRaHmh0Dvu1rHPucg0AADFHV2HXujIpm1aVruham/Yoeq1\nQ52OAwBAiUfXoQ8pU7OaDleqq+9GMnkpAADFGYWWlwrpdLeOzqT7EACA4oyuQy+V/ud2/VK7vi7d\nskNVqvPtQwAAPImuQx9TtlaM9leqr+9e+8zpKAAAoJAotLxYcMfOSv/sE6djAACAQip016ExZpCk\neyVlS/pD0gPW2hO5ltN1WEQH/kzRitr1dFlKiiKi6D4EAMBTvKrr0BhTQ9JDkq601l4myV9SV/fF\ngiSF1YrWnoqXaeErXJIHAIDiqLBdh4ckZUgKMcaUkhQiaYfbUsEl6NbOOvTpR07HAAAAhVCoQsta\nu0/S65K2SkqRdMBa+7U7g+GU5i90V2zKQh1KPeR0FAAAUEClCrORMaa2pCcl1ZB0UNLHxpge1tqp\nuddLTEx03Y+Pj1d8fHxhc/qsinWitLPCFUof8ZFuHf2g03EAACgRkpKSlJSU5PHjFGowvDHmHklt\nrLUP5jy+T1Iza+0judZhMLybzO73lg5++ol67P7G6SgAAJRIXjUYXtJaSc2MMcHGGCPpJkmr3RcL\nubVK7KFqe37Stj9SnI4CAAAKoLBjtFZImiTpZ0m/5zw91l2hkFfZKuW1s3ZrfffSJKejAACAAuAS\nPMXEkn98rE1DXlbXo7/qVCMiAABwF091HVJoFRPZJ0/qu5BIBX/4nZp1vszpOAAAlCjeNkYLF5lf\nYKAOXHWbVrw20ekoAADgAlFoFSOXD+ytyr/8V0ePZjkdBQAAXAAKrWKkZqeWKhOUqXlvfud0FAAA\ncAEotIoRY4zsLV20dexkp6MAAIALwGD4Ymb/8tX6qUkr1d+8VTHVg52OAwBAicBgeEiSwhvXV3aF\nKH0x9HOnowAAgPOg0CqGwrv30JFPpokWQwAAvBtdh8XQyZ079WNMPQUt2Khm8ZWdjgMAQLFH1yFc\nAqOidLyfUEtzAAAe7ElEQVR2Ey0aPt3pKAAA4BwotIqpWk/0UfmFH+jYsWynowAAgLOg0Cqmave5\nS5eatZozbqXTUQAAwFlQaBVTfqVL6+T1t2vjv8c7HQUAAJwFhVYxdsWQv6n+n59q+/YTTkcBAAD5\noNAqxiJaNlVwudKaPXyu01EAAEA+KLSKMWOMyvXoqSPTJzKnFgAAXoh5tIo515xaX61XsxsinY4D\nAECxxDxayFdgVJSO1mmqH4ZPdToKAAA4DYVWCVDn6YcU/j1zagEA4G0otEqAWj1vV22zSXPG/uZ0\nFAAAkAuFVgngFxiojBvv1qZR7zsdBQAA5EKhVUI0SeirBps/1fZtx52OAgAAclBolRDhza6Uf3iE\nvhg6y+koAAAgB4VWCRLWs7dOfDSeObUAAPASzKNVgmTs368fK8YqcPYKNWtX0+k4AAAUG8yjhfMK\nCA/XgSva6deh7zodBQAAiEKrxGmY8Khifpqio0cynY4CAIDPo9AqYWp2bCG/kBB99QqD4gEAcFqh\nCi1jTD1jzPJct4PGmMfdHQ4FZ4yR3129tf89ug8BAHBakQfDG2P8JO2QdI21dluu5xkM75DDu/br\n5+hY1fp1lapfUc3pOAAAeD1vHgx/k6Tk3EUWnBUaGa4dddtp8aB3nI4CAIBPc0eh1VXSNDfsB25U\n+9l+KrdgorKzspyOAgCAzypSoWWMCZTUUdLH7okDd7nmget1zC9US0bNcToKAAA+q1QRt28n6Rdr\n7Z78FiYmJrrux8fHKz4+voiHw4Xy8/NTVqfe2vT6W7p2wG1OxwEAwKskJSUpKSnJ48cp0mB4Y8x0\nSXOttRPzWcZgeIcdTNmv5TGxqrbkD9W+JtbpOAAAeC2vGwxvjCmjUwPh/+u+OHCn8tHh2n1ZRyU9\n9ZbTUQAA8Elc67CES579o9Z2ukst9m5S+fBAp+MAAOCVvK5FC8VD7Vuby4ZV1MznPnQ6CgAAPodC\nywdUfuwxZU55W1lZtDACAHAxUWj5gKsG3aeaWRs0Z8xSp6MAAOBTKLR8gF9QkLI6PaA/Xx3ldBQA\nAHwKg+F9xLFtKVpa41KFzF+ta26s6nQcAAC8CoPhUSTB1aJ19PKbtPDZt52OAgCAz6DQ8iFNRj6l\neismauvmY05HAQDAJ1Bo+ZDKN16rwEoV9N+nmeoBAICLgULLhxhjFPv8EwqZ9Y4OH85yOg4AACUe\nhZaPqdu/u+r5JevDVxY7HQUAgBKPQsvH+AUFKaj7g9o95j9MYAoAgIcxvYMPOpmSoqXVL9X+ib/r\nth6xTscBAMBxTO8AtwmMjlZm05v1c8L/OR0FAIASjULLR1058mk13TxZv/6c7nQUAABKLAotH1X+\numYqXTVKs5+e7HQUAABKLAotH1Zv+HOq9cP/aceOE05HAQCgRKLQ8mFVe9ypqmUOafqguU5HAQCg\nRKLQ8mHG31+VBwxQ4If/1tGj2U7HAQCgxKHQ8nGXPveQLtfv+mjkUqejAABQ4lBo+Ti/kBCV6vqQ\ndr/5hrKzmfcMAAB3YsJS6GRqqpZUrasjk35Ru+5xTscBAOCiY8JSeExglSo6cf0d+v2lN52OAgBA\niUKLFiRJ6X+s0bIrrlPFxet1edOKTscBAOCiokULHlX2skt1ot41WvDk205HAQCgxKDQgkujkQMV\nt+xd7Uo57nQUAABKBAotuFTt0EqlKlbUjCenOB0FAIASgUILLsYYVXvhWYV+NlrHjmU5HQcAgGKP\nQgt5NHy0iyoHHtDMxC+cjgIAQLFX6ELLGBNmjPnEGLPGGLPaGNPMncHgDOPvr9J9n9bx/7wqvjUK\nAEDRFHp6B2PMREnfWWvfN8aUklTGWnsw13Kmdyimsk6c0Ndlayrgn1N0w+M3OB0HAACP86rpHYwx\n5SW1tNa+L0nW2szcRRaKN/+gIB3v8qR2jhjudBQAAIq1wnYd1pS0xxgz3hjzqzHmXWNMiDuDwVlt\nxjyqimmrtPKTxU5HAQCg2CpsoVVK0pWS3rLWXinpiKSBbksFx4WEhWhXm0e15plhTkcBAKDYKlXI\n7bZL2m6t/Snn8SfKp9BKTEx03Y+Pj1d8fHwhDwcntH/3SS2PHa21s37SJR2vdjoOAABuk5SUpKSk\nJI8fpyiD4RdKetBau94Ykygp2Fr7fK7lDIYvAaa2GyKt+kU9ts5xOgoAAB7jqcHwRSm0Lpf0nqRA\nScmSHuBbhyVPeupBLY2upfCPvlKTzlc6HQcAAI/wukLrvDum0CoxZtz2gvb+vEoPpsx0OgoAAB5B\noQXHHNt7QEuq1JIZv0Dx9zd2Og4AAG7nVfNowbcEVwzTydv76o+nhzNbPAAABUCLFi7IybR9Wlyl\ntg6N/la39bvC6TgAALgVLVpwVGCFCPnd9aDWvfCyMjMpoAEAuBC0aOGCZezdq8VRdbRtxFe69/mr\nnI4DAIDb0KIFxwVUrKjg+/tp17BhOnYs2+k4AAB4PQotFEiTNwbq6qzFmjBkkdNRAADwehRaKBD/\ncuUU9tgzOjlquA4ezHI6DgAAXo1CCwV22bAndEWpVXp3wJdORwEAwKtRaKHA/IKDVeXFF1Vu8gjt\n2pXhdBwAALwWhRYKpd6zf1PdMjv13sOfOh0FAACvRaGFQjEBAarx6jBVn/OKNm487nQcAAC8EoUW\nCi22772qViFDEx6c4nQUAAC8EoUWCs34+emSf7+sy3/4h5b/etjpOAAAeB0KLRRJZJdOqlQ1VB/2\nedfpKAAAeB0KLRSJMUaX/d9rarHyTS38Zp/TcQAA8CoUWiiyCm1vUtl6NfX5Q2PE9S0BAPgfCi24\nReN3X9Mt297W7E92Oh0FAACvQaEFtyjXvKmCr2mmHx59TVlZtGoBACBRaMGNrprwD7XbN0kf/Get\n01EAAPAKFFpwm9JxcSp9Zw9tfTFBJ05kOx0HAADHGU8NXjbGWAZG+57Mffu0OCpOawfMUN9Xr3c6\nDgAAF8QYI2utcfd+adGCW5WKiFC5x59X5huDdehQltNxAABwFIUW3K7RiCdVL3CzJj7GBacBAL6N\nQgtu5xcUpJhXX1GlqQlK3XXC6TgAADiGQgseUbd/N5WvFKzp97/ldBQAABxDoQWPMMao4Xtvqt6C\n17RpzX6n4wAA4AgKLXhMtQ7XK6PeVZrd/e9ORwEAwBGFnt7BGLNZ0iFJWZIyrLXXnLac6R2gvb+t\n1+9XNlXFb5arUXwNp+MAAJAvT03vUJRCa5OkJtbafWdZTqEFSdLM+Ie1c3O6Ht481ekoAADky1vn\n0XJ7IJQ8N04bobrb5mrxlJ+djgIAwEVVlELLSvraGPOzMeYhdwVCyRMaXVFH7nlKmx57QtnZXJoH\nAOA7ilJoXWetbSypnaRHjDEt3ZQJJVC7959T6LHdWvDiFKejAABw0ZQq7IbW2p05/+4xxnwm6RpJ\ni3Kvk5iY6LofHx+v+Pj4wh4OxVyp0oEKHfamMl54SOkDblfZyuWcjgQA8GFJSUlKSkry+HEKNRje\nGBMiyd9am26MKSNpvqSh1tr5udZhMDzOMLXGbcqKjNX9S0Y7HQUAABev+tahMaampM9yHpaSNNVa\n+8pp61Bo4Qw7f9+iNVdcofL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Om+iWeNYmqm6ybxmngIhU2Lp1K4YPH55p/Zq9iYyMNK8nsidNmjTBiBEjMGjQ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\niEiTtFNocUSLNKa4R3H0P7EEKb1HIKp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Sq5J2SNoj6bBlWd84MxjynZ6SBwAAlD0l7TqsLmmYpERJ8ZJCjTG9nJgLBW6+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\ne0/pp/GL7Y4DAPAwFFrweg3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du3YNX3/9NQoKCnD69GlMmzYNvXr10rosXfjhhx9w7tw5FBQU4KOPPsKePXvQ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\n", 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