{ "metadata": { "name": "", "signature": "sha256:6a089725ef743a87fde827d9fc88f7d9ba11691edf92c7ce66572c9ee4d5ef2a" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Launching ARTview from Interactive Command Line Session" ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "You've imported your libraries" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import os\n", "import pyart\n", "import artview\n", "#from artview.view import view\n", "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 21 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "You're working with a file let's say" ] }, { "cell_type": "code", "collapsed": false, "input": [ "fdir = '/Users/guy/data/nexrad/KMPX/nex2/20130513'\n", "fname = 'KMPX20130513_185823_V06'\n", "fpath = os.path.join(fdir, fname)\n", "print(fpath)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "/Users/guy/data/nexrad/KMPX/nex2/20130513/KMPX20130513_185823_V06\n" ] } ], "prompt_number": 6 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "You loaded a radar instance" ] }, { "cell_type": "code", "collapsed": false, "input": [ "r = pyart.io.read(fpath)\n", "r.fields.keys()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 8, "text": [ "['differential_phase',\n", " 'cross_correlation_ratio',\n", " 'spectrum_width',\n", " 'reflectivity',\n", " 'differential_reflectivity',\n", " 'velocity']" ] } ], "prompt_number": 8 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "You then apply any number of cool features" ] }, { "cell_type": "heading", "level": 5, "metadata": {}, "source": [ "
  • You dealiased your data via pyart.correct.dealias
    \n", "\n", "
  • You did some phase processing via pyart.correct.phase_proc
    \n", "\n", "
  • Etc." ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "So now you want to visualize what it looks like" ] }, { "cell_type": "code", "collapsed": false, "input": [ "disp = pyart.graph.RadarDisplay(r)\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111)\n", "\n", "disp.plot('reflectivity', 0, vmin=-32, vmax=64., cmap='pyart_NWSRef')\n", "disp.plot_range_rings([50, 100])\n", "disp.plot_cross_hair(5.)\n", "ax.set_xlim(-150., 150)\n", "ax.set_ylim(-150., 150)" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 13, "text": [ "(-150.0, 150)" ] }, { "metadata": {}, "output_type": "display_data", "png": 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Mvv2+FF3Yz7bV3wV+Z4z52NbvMsZ8GWKoq4FXjSZyakB1HzGAL1S7QXU9+4wxtWHem4MT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\nOFNgDyQcSEY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TD8NcGVuvKBqx0g6HZWhyGDkFDss7j/POO0+8QRP8IhO+/hDMrp/Nwy8s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\nByASnEQCfYb9XZvRWfKjr+HHf9UL8EIcfb9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"text": [ "" ] } ], "prompt_number": 13 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Or you could start up an interactive ARTview session from here!" ] }, { "cell_type": "code", "collapsed": false, "input": [ "artview.view.view(r)" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Changed Scan types, reinitializing\n" ] } ], "prompt_number": 22 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "And that makes you a radar hero" ] }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, "outputs": [] } ], "metadata": {} } ] }