:orphan:

Advanced
========



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    <div class="sphx-glr-thumbcontainer" tooltip="(On latest only) Update will follow soon with more consistent bias correction examples. In xdem...">

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  .. image:: /advanced_examples/images/thumb/sphx_glr_plot_deramp_thumb.png
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  :ref:`sphx_glr_advanced_examples_plot_deramp.py`

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      <div class="sphx-glr-thumbnail-title">Bias correction with deramping</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Oftentimes, more than two timestamps (DEMs) are analyzed simultaneously. One single dDEM only c...">

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  .. image:: /advanced_examples/images/thumb/sphx_glr_plot_demcollection_thumb.png
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  :ref:`sphx_glr_advanced_examples_plot_demcollection.py`

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      <div class="sphx-glr-thumbnail-title">Working with a collection of DEMs</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Often, biases are spatially variable, and a &quot;global&quot; shift may not be enough to coregister a DE...">

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  .. image:: /advanced_examples/images/thumb/sphx_glr_plot_blockwise_coreg_thumb.png
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  :ref:`sphx_glr_advanced_examples_plot_blockwise_coreg.py`

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      <div class="sphx-glr-thumbnail-title">Blockwise coregistration</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="There are many ways of interpolating gaps in a dDEM. In the case of glaciers, one very useful f...">

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  .. image:: /advanced_examples/images/thumb/sphx_glr_plot_norm_regional_hypso_thumb.png
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  :ref:`sphx_glr_advanced_examples_plot_norm_regional_hypso.py`

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      <div class="sphx-glr-thumbnail-title">Normalized regional hypsometric interpolation</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Terrain slope and aspect can be estimated using different methods. Here is an example of how to...">

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  .. image:: /advanced_examples/images/thumb/sphx_glr_plot_slope_methods_thumb.png
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  :ref:`sphx_glr_advanced_examples_plot_slope_methods.py`

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      <div class="sphx-glr-thumbnail-title">Slope and aspect methods</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Digital elevation models have errors that are often correlated in space. While many DEM studies...">

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  .. image:: /advanced_examples/images/thumb/sphx_glr_plot_variogram_estimation_modelling_thumb.png
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  :ref:`sphx_glr_advanced_examples_plot_variogram_estimation_modelling.py`

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      <div class="sphx-glr-thumbnail-title">Estimation and modelling of spatial variograms</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Digital elevation models have a precision that can vary with terrain and instrument-related var...">

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  .. image:: /advanced_examples/images/thumb/sphx_glr_plot_heterosc_estimation_modelling_thumb.png
    :alt:

  :ref:`sphx_glr_advanced_examples_plot_heterosc_estimation_modelling.py`

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      <div class="sphx-glr-thumbnail-title">Estimation and modelling of heteroscedasticity</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="Digital elevation models have both a precision that can vary with terrain or instrument-related...">

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  .. image:: /advanced_examples/images/thumb/sphx_glr_plot_standardization_thumb.png
    :alt:

  :ref:`sphx_glr_advanced_examples_plot_standardization.py`

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      <div class="sphx-glr-thumbnail-title">Standardization for stable terrain as error proxy</div>
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    </div>


.. toctree::
   :hidden:

   /advanced_examples/plot_deramp
   /advanced_examples/plot_demcollection
   /advanced_examples/plot_blockwise_coreg
   /advanced_examples/plot_norm_regional_hypso
   /advanced_examples/plot_slope_methods
   /advanced_examples/plot_variogram_estimation_modelling
   /advanced_examples/plot_heterosc_estimation_modelling
   /advanced_examples/plot_standardization


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  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: advanced_examples_python.zip </advanced_examples/advanced_examples_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: advanced_examples_jupyter.zip </advanced_examples/advanced_examples_jupyter.zip>`


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

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