.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "source/auto_examples/plotting/plot_wind_rose.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_wind_rose.py>`
        to download the full example code.

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

.. _sphx_glr_source_auto_examples_plotting_plot_wind_rose.py:


Windrose and windbarb timeseries plot
-------------------------------------

This is an example of how to display wind rose and barb timeseries
from multiple days worth of sounding data.

.. GENERATED FROM PYTHON SOURCE LINES 9-59



.. image-sg:: /source/auto_examples/plotting/images/sphx_glr_plot_wind_rose_001.png
   :alt: twpsondewnpnC3.b1 on 20060119, sonde_darwin on 20060119
   :srcset: /source/auto_examples/plotting/images/sphx_glr_plot_wind_rose_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    from arm_test_data import DATASETS
    import numpy as np
    from matplotlib import pyplot as plt

    import act

    # Read in sonde files
    twp_sonde_wildcard_list = [
        'twpsondewnpnC3.b1.20060119.050300.custom.cdf',
        'twpsondewnpnC3.b1.20060119.112000.custom.cdf',
        'twpsondewnpnC3.b1.20060119.163300.custom.cdf',
        'twpsondewnpnC3.b1.20060119.231600.custom.cdf',
        'twpsondewnpnC3.b1.20060120.043800.custom.cdf',
        'twpsondewnpnC3.b1.20060120.111900.custom.cdf',
        'twpsondewnpnC3.b1.20060120.170800.custom.cdf',
        'twpsondewnpnC3.b1.20060120.231500.custom.cdf',
        'twpsondewnpnC3.b1.20060121.051500.custom.cdf',
        'twpsondewnpnC3.b1.20060121.111600.custom.cdf',
        'twpsondewnpnC3.b1.20060121.171600.custom.cdf',
        'twpsondewnpnC3.b1.20060121.231600.custom.cdf',
        'twpsondewnpnC3.b1.20060122.052600.custom.cdf',
        'twpsondewnpnC3.b1.20060122.111500.custom.cdf',
        'twpsondewnpnC3.b1.20060122.171800.custom.cdf',
        'twpsondewnpnC3.b1.20060122.232600.custom.cdf',
        'twpsondewnpnC3.b1.20060123.052500.custom.cdf',
        'twpsondewnpnC3.b1.20060123.111700.custom.cdf',
        'twpsondewnpnC3.b1.20060123.171600.custom.cdf',
        'twpsondewnpnC3.b1.20060123.231500.custom.cdf',
        'twpsondewnpnC3.b1.20060124.051500.custom.cdf',
        'twpsondewnpnC3.b1.20060124.111800.custom.cdf',
        'twpsondewnpnC3.b1.20060124.171700.custom.cdf',
        'twpsondewnpnC3.b1.20060124.231500.custom.cdf',
    ]
    sonde_filenames = [DATASETS.fetch(file) for file in twp_sonde_wildcard_list]
    sonde_ds = act.io.arm.read_arm_netcdf(sonde_filenames)

    WindDisplay = act.plotting.WindRoseDisplay(sonde_ds, figsize=(8, 10), subplot_shape=(2,))
    WindDisplay.plot(
        'deg', 'wspd', spd_bins=np.linspace(0, 25, 5), num_dirs=30, tick_interval=2, subplot_index=(0,)
    )

    BarbDisplay = act.plotting.TimeSeriesDisplay({'sonde_darwin': sonde_ds}, figsize=(10, 5))
    WindDisplay.put_display_in_subplot(BarbDisplay, subplot_index=(1,))
    BarbDisplay.plot_time_height_xsection_from_1d_data(
        'rh', 'pres', cmap='coolwarm_r', vmin=0, vmax=100, num_time_periods=25
    )

    BarbDisplay.plot_barbs_from_spd_dir('wspd', 'deg', 'pres', num_barbs_x=20)
    plt.show()


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

   **Total running time of the script:** (0 minutes 1.480 seconds)


.. _sphx_glr_download_source_auto_examples_plotting_plot_wind_rose.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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