.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "source/auto_examples/plotting/plot_days.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_source_auto_examples_plotting_plot_days.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_source_auto_examples_plotting_plot_days.py:


Calculate and plot wind rose plots separated by day.
-----------------------------------------------------

Example of how to read in MET data and plot histograms
of wind speed and temperature grouped by day.

Author: Bobby Jackson

.. GENERATED FROM PYTHON SOURCE LINES 10-48



.. image-sg:: /source/auto_examples/plotting/images/sphx_glr_plot_days_001.png
   :alt: Mean of temp_mean (degC) by  wdir_vec_mean on 20190101, Mean of temp_mean (degC) by  wdir_vec_mean on 20190102, Mean of temp_mean (degC) by  wdir_vec_mean on 20190103, Mean of temp_mean (degC) by  wdir_vec_mean on 20190104, Mean of temp_mean (degC) by  wdir_vec_mean on 20190105, Mean of temp_mean (degC) by  wdir_vec_mean on 20190106, Mean of temp_mean (degC) by  wdir_vec_mean on 20190107
   :srcset: /source/auto_examples/plotting/images/sphx_glr_plot_days_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    /home/runner/work/ACT/ACT/act/plotting/windrosedisplay.py:358: RuntimeWarning: Mean of empty slice
      arr.append(np.nanmean(data[idx]))
    /home/runner/work/ACT/ACT/act/plotting/windrosedisplay.py:358: RuntimeWarning: Mean of empty slice
      arr.append(np.nanmean(data[idx]))
    /home/runner/work/ACT/ACT/act/plotting/windrosedisplay.py:358: RuntimeWarning: Mean of empty slice
      arr.append(np.nanmean(data[idx]))
    /home/runner/work/ACT/ACT/act/plotting/windrosedisplay.py:358: RuntimeWarning: Mean of empty slice
      arr.append(np.nanmean(data[idx]))
    /home/runner/work/ACT/ACT/act/plotting/windrosedisplay.py:358: RuntimeWarning: Mean of empty slice
      arr.append(np.nanmean(data[idx]))
    /home/runner/work/ACT/ACT/act/plotting/windrosedisplay.py:358: RuntimeWarning: Mean of empty slice
      arr.append(np.nanmean(data[idx]))
    /home/runner/work/ACT/ACT/act/plotting/windrosedisplay.py:358: RuntimeWarning: Mean of empty slice
      arr.append(np.nanmean(data[idx]))






|

.. code-block:: Python


    from arm_test_data import DATASETS
    import matplotlib.pyplot as plt

    import act

    # Read in the sample MET data
    met_wildcard_list = [
        'sgpmetE13.b1.20190101.000000.cdf',
        'sgpmetE13.b1.20190102.000000.cdf',
        'sgpmetE13.b1.20190103.000000.cdf',
        'sgpmetE13.b1.20190104.000000.cdf',
        'sgpmetE13.b1.20190105.000000.cdf',
        'sgpmetE13.b1.20190106.000000.cdf',
        'sgpmetE13.b1.20190107.000000.cdf',
    ]
    met_filenames = [DATASETS.fetch(file) for file in met_wildcard_list]
    ds = act.io.arm.read_arm_netcdf(met_filenames)

    # Create Plot Display
    display = act.plotting.WindRoseDisplay(ds, figsize=(15, 15), subplot_shape=(3, 3))
    groupby = display.group_by('day')
    groupby.plot_group(
        'plot_data',
        None,
        dir_field='wdir_vec_mean',
        spd_field='wspd_vec_mean',
        data_field='temp_mean',
        num_dirs=12,
        plot_type='line',
    )

    # Set theta tick markers for each axis inside display to be inside the polar axes
    for i in range(3):
        for j in range(3):
            display.axes[i, j].tick_params(pad=-20)
    plt.show()
    ds.close()


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 3.760 seconds)


.. _sphx_glr_download_source_auto_examples_plotting_plot_days.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_days.ipynb <plot_days.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_days.py <plot_days.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_days.zip <plot_days.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_