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

.. only:: html

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

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

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

.. _sphx_glr_examples_gridded_plots_contourf_with_contour.py:


Filled contours with line overlays
==================================

Discrete filled contours with contour-line overlays sharing the same levels.

.. GENERATED FROM PYTHON SOURCE LINES 7-44



.. image-sg:: /examples/gridded_plots/images/sphx_glr_contourf_with_contour_001.png
   :alt: Filled contours + line overlays
   :srcset: /examples/gridded_plots/images/sphx_glr_contourf_with_contour_001.png
   :class: sphx-glr-single-img





.. code-block:: Python

    import numpy as np
    import matplotlib.pyplot as plt

    from emcpy.plots.plots import FilledContourPlot, ContourPlot
    from emcpy.plots.create_plots import CreatePlot, CreateFigure

    x = np.linspace(-3, 3, 200)
    y = np.linspace(-2, 2, 160)
    X, Y = np.meshgrid(x, y)
    Z = np.exp(-(X**2 + (Y*1.5)**2)) * np.cos(3*X) * np.sin(3*Y)

    levels = np.linspace(-0.8, 0.8, 17)

    p = CreatePlot()

    cf = FilledContourPlot(X, Y, Z)
    cf.levels = levels
    cf.cmap = "RdBu_r"
    p.plot_layers = [cf]

    cl = ContourPlot(X, Y, Z)
    cl.levels = levels
    cl.colors = "k"
    cl.linewidths = 0.6
    p.plot_layers.append(cl)

    p.add_title("Filled contours + line overlays")
    p.add_xlabel("x")
    p.add_ylabel("y")
    p.add_grid()
    p.add_colorbar(label="Z")

    fig = CreateFigure(nrows=1, ncols=1, figsize=(7.8, 4.6))
    fig.plot_list = [p]
    fig.create_figure()
    fig.tight_layout()
    plt.show()


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

   **Total running time of the script:** (0 minutes 0.129 seconds)


.. _sphx_glr_download_examples_gridded_plots_contourf_with_contour.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

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

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