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        "\n# Example plot using heat maps\n\nCompare MET temperature and RH using a heatmap\nand scatter plot.\n\nAuthor: Adam Theisen\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
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      "source": [
        "import matplotlib.pyplot as plt\nfrom arm_test_data import DATASETS\n\nimport act\n\n# Read MET data in from the test data area\nmet_wildcard_list = [\n    'sgpmetE13.b1.20190101.000000.cdf',\n    'sgpmetE13.b1.20190102.000000.cdf',\n    'sgpmetE13.b1.20190103.000000.cdf',\n    'sgpmetE13.b1.20190104.000000.cdf',\n    'sgpmetE13.b1.20190105.000000.cdf',\n    'sgpmetE13.b1.20190106.000000.cdf',\n    'sgpmetE13.b1.20190107.000000.cdf',\n]\nmet_filenames = [DATASETS.fetch(file) for file in met_wildcard_list]\nds = act.io.arm.read_arm_netcdf(met_filenames)\n\n# Create a DistributionDisplay object to compare fields\ndisplay = act.plotting.DistributionDisplay(ds, subplot_shape=(1, 2), figsize=(12, 5))\n\n# Plot a heatmap and scatter plot up of RH vs Temperature\n# Set the number of bins for the x-axis to 25 and y to 20\ntitle = 'Heatmap of MET RH vs Temp'\ndisplay.plot_heatmap(\n    'temp_mean', 'rh_mean', x_bins=25, y_bins=20, threshold=0, subplot_index=(0, 0), set_title=title\n)\n\n# Plot the scatter plot and shade by wind_speed\ntitle = 'Scatter plot of MET RH vs Temp'\ndisplay.plot_scatter('temp_mean', 'rh_mean', subplot_index=(0, 1), set_title=title, m_field='time')\n\nplt.show()"
      ]
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