.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/07_transformations/03_zinn_harvey.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_examples_07_transformations_03_zinn_harvey.py>`
        to download the full example code.

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

.. _sphx_glr_examples_07_transformations_03_zinn_harvey.py:


Zinn & Harvey transformation
----------------------------

Here, we transform a field with the so called "Zinn & Harvey" transformation presented in
`Zinn & Harvey (2003) <https://www.researchgate.net/publication/282442995_zinnharvey2003>`__.
With this transformation, one could overcome the restriction that in ordinary
Gaussian random fields the mean values are the ones being the most connected.

See :any:`transform.zinnharvey`

.. GENERATED FROM PYTHON SOURCE LINES 12-22



.. image-sg:: /examples/07_transformations/images/sphx_glr_03_zinn_harvey_001.png
   :alt: Field 2D structured: (100, 100)
   :srcset: /examples/07_transformations/images/sphx_glr_03_zinn_harvey_001.png
   :class: sphx-glr-single-img





.. code-block:: Python


    import gstools as gs

    # structured field with a size of 100x100 and a grid-size of 1x1
    x = y = range(100)
    model = gs.Gaussian(dim=2, var=1, len_scale=10)
    srf = gs.SRF(model, seed=20170519)
    srf.structured([x, y])
    srf.transform("zinnharvey", conn="high")
    srf.plot()


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

   **Total running time of the script:** (0 minutes 0.424 seconds)


.. _sphx_glr_download_examples_07_transformations_03_zinn_harvey.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: 03_zinn_harvey.ipynb <03_zinn_harvey.ipynb>`

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

      :download:`Download Python source code: 03_zinn_harvey.py <03_zinn_harvey.py>`

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

      :download:`Download zipped: 03_zinn_harvey.zip <03_zinn_harvey.zip>`


.. only:: html

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

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