:orphan:



.. _sphx_glr_tutorials:

.. _tutorials:

Tutorials
=========



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    <div class="sphx-glr-thumbcontainer" tooltip="Often, a data processing pipeline looks like the following:">

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 .. figure:: /tutorials/images/thumb/sphx_glr_chain_thumb.png
     :alt: Chaining Operations

     :ref:`sphx_glr_tutorials_chain.py`

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    </div>


.. toctree::
   :hidden:

   /tutorials/chain

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    <div class="sphx-glr-thumbcontainer" tooltip="Often times, raw spatial data can be highly oversampled in a direction. In these cases, we need...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_decimation_thumb.png
     :alt: Data Decimation

     :ref:`sphx_glr_tutorials_decimation.py`

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    </div>


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   :hidden:

   /tutorials/decimation

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    <div class="sphx-glr-thumbcontainer" tooltip="Creating the coordinates for regular grids in Verde is done using the verde.grid_coordinates fu...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_grid_coordinates_thumb.png
     :alt: Grid Coordinates

     :ref:`sphx_glr_tutorials_grid_coordinates.py`

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    </div>


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   :hidden:

   /tutorials/grid_coordinates

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    <div class="sphx-glr-thumbcontainer" tooltip="The Green&#x27;s functions based interpolations in Verde are all linear regressions under the hood. ...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_model_evaluation_thumb.png
     :alt: Evaluating Performance

     :ref:`sphx_glr_tutorials_model_evaluation.py`

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    </div>


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   :hidden:

   /tutorials/model_evaluation

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    <div class="sphx-glr-thumbcontainer" tooltip="In model_evaluation, we saw how to check the performance of an interpolator using cross-validat...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_model_selection_thumb.png
     :alt: Model Selection

     :ref:`sphx_glr_tutorials_model_selection.py`

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    </div>


.. toctree::
   :hidden:

   /tutorials/model_selection

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    <div class="sphx-glr-thumbcontainer" tooltip="Verde provides classes and functions for processing spatial data, like bathymetry, GPS, tempera...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_overview_thumb.png
     :alt: Overview

     :ref:`sphx_glr_tutorials_overview.py`

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    </div>


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   /tutorials/overview

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    <div class="sphx-glr-thumbcontainer" tooltip="Most gridders and processing methods in Verde operate under the assumption that the data coordi...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_projections_thumb.png
     :alt: Geographic Coordinates

     :ref:`sphx_glr_tutorials_projections.py`

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    </div>


.. toctree::
   :hidden:

   /tutorials/projections

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    <div class="sphx-glr-thumbcontainer" tooltip="Trend estimation and removal is a common operation, particularly when dealing with geophysical ...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_trends_thumb.png
     :alt: Trend Estimation

     :ref:`sphx_glr_tutorials_trends.py`

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    </div>


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   :hidden:

   /tutorials/trends

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    <div class="sphx-glr-thumbcontainer" tooltip="Some datasets have multiple vector components measured for each location, like the East and Wes...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_vectors_thumb.png
     :alt: Vector Data

     :ref:`sphx_glr_tutorials_vectors.py`

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    </div>


.. toctree::
   :hidden:

   /tutorials/vectors

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="One of the advantages of using a Green&#x27;s functions approach to interpolation is that we can eas...">

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 .. figure:: /tutorials/images/thumb/sphx_glr_weights_thumb.png
     :alt: Using Weights

     :ref:`sphx_glr_tutorials_weights.py`

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    </div>


.. toctree::
   :hidden:

   /tutorials/weights
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    <div class="sphx-glr-clear"></div>



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

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