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

.. only:: html

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

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

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

.. _sphx_glr_auto_examples_plot_subplots_example.py:


Subplots Example
===================================

Example of how to create subplots.

.. GENERATED FROM PYTHON SOURCE LINES 8-48



.. image-sg:: /auto_examples/images/sphx_glr_plot_subplots_example_001.png
   :alt: Surface Layer Properties (0-5 Meters), Bathymetry on and Coastlines on, Bathymetry on and Coastlines off, Bathymetry off and Coastlines on, Bathymetry off and Coastlines off, Bathymetry off, Coastlines off, and Grid off, Bathymetry off, Coastlines off, Grid off, Coordinates off
   :srcset: /auto_examples/images/sphx_glr_plot_subplots_example_001.png
   :class: sphx-glr-single-img


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

 .. code-block:: none

    /home/docs/checkouts/readthedocs.org/user_builds/gerg-plotting/envs/latest/lib/python3.12/site-packages/cartopy/io/__init__.py:241: DownloadWarning: Downloading: https://naturalearth.s3.amazonaws.com/10m_physical/ne_10m_coastline.zip
      warnings.warn(f'Downloading: {url}', DownloadWarning)






|

.. code-block:: Python

    from gerg_plotting import MapPlot, Bounds,Variable, data_from_df
    import matplotlib.pyplot as plt
    import cartopy.crs as ccrs
    import pandas as pd

    # Define bounds
    bounds = Bounds(lat_min = 24,lat_max = 31,lon_min = -99, lon_max = -88, depth_top=-1, depth_bottom=500, vertical_scalar=1/1000,vertical_units='km')
    # Let's read in the example data
    df = pd.read_csv('example_data/sample_glider_data.csv')
    # Select the top 5 meters of the data
    df = df[df.pressure<5]
    # Init the data object with the bounds
    data = data_from_df(df,bounds=bounds)
    # Add a custom variable
    data.add_custom_variable(variable=Variable(values=df['Turner_angle'],name='Turner_angle',label='Turner Angle (°)'))

    # Init subplots
    fig,ax = plt.subplots(figsize=(10,24),nrows=6,subplot_kw={'projection': ccrs.PlateCarree()},layout='constrained')
    pointsize = 25
    # Init MapPlot object
    plotter = MapPlot(data=data,grid_spacing=3)
    # Generate Scatter plots on one figure
    plotter.scatter(fig=fig,ax=ax[0],var='temperature',show_bathy=True,pointsize=pointsize)
    plotter.ax.set_title('Bathymetry on and Coastlines on')
    plotter.scatter(fig=fig,ax=ax[1],var='salinity',show_bathy=True,show_coastlines=False,pointsize=pointsize)
    plotter.ax.set_title('Bathymetry on and Coastlines off')
    plotter.scatter(fig=fig,ax=ax[2],var='depth',show_bathy=False,show_coastlines=True,pointsize=pointsize)
    plotter.ax.set_title('Bathymetry off and Coastlines on')
    plotter.scatter(fig=fig,ax=ax[3],var='density',show_bathy=False,show_coastlines=False,pointsize=pointsize)
    plotter.ax.set_title('Bathymetry off and Coastlines off')
    plotter.scatter(fig=fig,ax=ax[4],var='Turner_angle',show_bathy=False,show_coastlines=False,grid=False,pointsize=pointsize)
    plotter.ax.set_title('Bathymetry off, Coastlines off, and Grid off')
    plotter.scatter(fig=fig,ax=ax[5],var='time',show_bathy=False,show_coastlines=False,grid=False,show_coords=False,pointsize=pointsize)
    plotter.ax.set_title('Bathymetry off, Coastlines off, Grid off, Coordinates off')

    # Add a title
    plotter.fig.suptitle('Surface Layer Properties (0-5 Meters)',fontsize = 20)
    # If you want to show the plot
    # plotter.show()
    plotter.save('example_plots/map_subplots_example.png',dpi=500,bbox_inches='tight')


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

   **Total running time of the script:** (0 minutes 4.921 seconds)


.. _sphx_glr_download_auto_examples_plot_subplots_example.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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