October 4, 2020 Software Open Access

Mirko Mälicke; Helge David Schneider

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    <subfield code="u">Karlsruhe Institute of Technology (KIT)</subfield>
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    <subfield code="a">&lt;p&gt;SciKit-Gstat is a scipy-styled analysis module for geostatistics. It includes two base classes Variogram and OrdinaryKriging. Additionally, various variogram classes inheriting from Variogram are available for solving directional or space-time related tasks. The module makes use of a rich selection of semi-variance estimators and variogram model functions while being extensible at the same time.&lt;/p&gt;

&lt;p&gt;This version changed the &lt;code&gt;DirectionalVariogram&lt;/code&gt; class quite substantially. The circular search area was removed, therefore &lt;code&gt;shapely&lt;/code&gt; is not a dependency anymore and the variogram estimation for directional variograms got a performance gain of &lt;strong&gt;several magnitudes&lt;/strong&gt;.&lt;/p&gt;</subfield>
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