{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "\n# Plot winds and relative humidity from sounding data\n\nThis is an example of how to display wind rose and barb timeseries\nfrom multiple days worth of sounding data.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "from arm_test_data import DATASETS\nfrom matplotlib import pyplot as plt\n\nimport act\n\n# Read in sonde files\ntwp_sonde_wildcard_list = [\n    'twpsondewnpnC3.b1.20060119.050300.custom.cdf',\n    'twpsondewnpnC3.b1.20060119.112000.custom.cdf',\n    'twpsondewnpnC3.b1.20060119.163300.custom.cdf',\n    'twpsondewnpnC3.b1.20060119.231600.custom.cdf',\n    'twpsondewnpnC3.b1.20060120.043800.custom.cdf',\n    'twpsondewnpnC3.b1.20060120.111900.custom.cdf',\n    'twpsondewnpnC3.b1.20060120.170800.custom.cdf',\n    'twpsondewnpnC3.b1.20060120.231500.custom.cdf',\n    'twpsondewnpnC3.b1.20060121.051500.custom.cdf',\n    'twpsondewnpnC3.b1.20060121.111600.custom.cdf',\n    'twpsondewnpnC3.b1.20060121.171600.custom.cdf',\n    'twpsondewnpnC3.b1.20060121.231600.custom.cdf',\n    'twpsondewnpnC3.b1.20060122.052600.custom.cdf',\n    'twpsondewnpnC3.b1.20060122.111500.custom.cdf',\n    'twpsondewnpnC3.b1.20060122.171800.custom.cdf',\n    'twpsondewnpnC3.b1.20060122.232600.custom.cdf',\n    'twpsondewnpnC3.b1.20060123.052500.custom.cdf',\n    'twpsondewnpnC3.b1.20060123.111700.custom.cdf',\n    'twpsondewnpnC3.b1.20060123.171600.custom.cdf',\n    'twpsondewnpnC3.b1.20060123.231500.custom.cdf',\n    'twpsondewnpnC3.b1.20060124.051500.custom.cdf',\n    'twpsondewnpnC3.b1.20060124.111800.custom.cdf',\n    'twpsondewnpnC3.b1.20060124.171700.custom.cdf',\n    'twpsondewnpnC3.b1.20060124.231500.custom.cdf',\n]\nsonde_filenames = [DATASETS.fetch(file) for file in twp_sonde_wildcard_list]\nsonde_ds = act.io.arm.read_arm_netcdf(sonde_filenames)\n\nBarbDisplay = act.plotting.TimeSeriesDisplay({'sonde_darwin': sonde_ds}, figsize=(10, 5))\nBarbDisplay.plot_time_height_xsection_from_1d_data(\n    'rh', 'pres', cmap='YlGn', vmin=0, vmax=100, num_time_periods=25\n)\nBarbDisplay.plot_barbs_from_spd_dir('wspd', 'deg', 'pres', num_barbs_x=20)\nplt.show()"
      ]
    }
  ],
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    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
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      "file_extension": ".py",
      "mimetype": "text/x-python",
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      "pygments_lexer": "ipython3",
      "version": "3.14.3"
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