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

.. only:: html

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

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

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

.. _sphx_glr_plot_types_map_map_gridded.py:


Gridded Map Plot
----------------

Below is an example of how to plot
gridded data on a map plot using EMCPy's
plotting method.

.. GENERATED FROM PYTHON SOURCE LINES 10-52



.. image-sg:: /plot_types/map/images/sphx_glr_map_gridded_001.png
   :alt: 2D Gridded Data
   :srcset: /plot_types/map/images/sphx_glr_map_gridded_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import numpy as np
    import matplotlib.pyplot as plt
    from emcpy.plots import CreatePlot, CreateFigure
    from emcpy.plots.map_tools import Domain, MapProjection
    from emcpy.plots.map_plots import MapGridded


    def main():
        # Create 2d gridded plot on global domian
        lats = np.linspace(25, 50, 25)
        lons = np.linspace(245, 290, 45)
        X, Y = np.meshgrid(lats, lons)
        Z = np.random.normal(size=X.shape)

        # Create gridded map object
        gridded = MapGridded(X, Y, Z)
        gridded.cmap = 'plasma'

        # Create plot object and add features
        plot1 = CreatePlot()
        plot1.plot_layers = [gridded]
        plot1.projection = 'plcarr'
        plot1.domain = 'conus'
        plot1.add_map_features(['coastline'])
        plot1.add_xlabel(xlabel='longitude')
        plot1.add_ylabel(ylabel='latitude')
        plot1.add_title(label='2D Gridded Data', loc='center')
        plot1.add_grid()
        plot1.add_colorbar(label='colorbar label',
                           fontsize=12, extend='neither')

        # Create figure
        fig = CreateFigure()
        fig.plot_list = [plot1]
        fig.create_figure()

        plt.show()


    if __name__ == '__main__':
        main()


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

   **Total running time of the script:** (0 minutes 0.104 seconds)


.. _sphx_glr_download_plot_types_map_map_gridded.py:

.. only:: html

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

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

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

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

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


.. only:: html

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

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