Software Open Access

mmaelicke/scikit-gstat: A scipy flavoured geostatistical variogram analysis toolbox

Mirko Mälicke; Romain Hugonnet; Helge David Schneider; Sebastian Müller; Egil Möller; Johan Van de Wauw

MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="">
  <controlfield tag="005">20220205134927.0</controlfield>
  <controlfield tag="001">5970098</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Université de Toulouse &amp; ETH Zürich</subfield>
    <subfield code="a">Romain Hugonnet</subfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Helge David Schneider</subfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">@GeoStat-Framework, @mhm-ufz, @ufz</subfield>
    <subfield code="0">(orcid)0000-0001-9060-4008</subfield>
    <subfield code="a">Sebastian Müller</subfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">EMerald Geomodelling</subfield>
    <subfield code="0">(orcid)0000-0002-8254-1163</subfield>
    <subfield code="a">Egil Möller</subfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="a">Johan Van de Wauw</subfield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">2157424</subfield>
    <subfield code="z">md5:2a5ae9170c13e056168ffdeffa096dd1</subfield>
    <subfield code="u"></subfield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2022-02-04</subfield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">software</subfield>
    <subfield code="o"></subfield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">Karlsruhe Institute of Technology (KIT)</subfield>
    <subfield code="0">(orcid)0000-0002-0424-2651</subfield>
    <subfield code="a">Mirko Mälicke</subfield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">mmaelicke/scikit-gstat: A scipy flavoured geostatistical variogram analysis toolbox</subfield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="a">Other (Open)</subfield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2"></subfield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;Here we present SciKit-GStat, an open source Python package for variogram estimation, that fits well into established frameworks for scientific computing like SciPy, numpy, gstools or pandas. SciKit-GStat is written in a mutable, object-oriented way that mimics the typical geostatistical analysis workflow. Its main strength is the ease of usage and interactivity and it is therefore usable with only a little or even no knowledge in Python.&lt;/p&gt;

&lt;p&gt;SciKit-GStat ships with a large number of predefined procedures, algorithms, and models, such as variogram estimators, theoretical spatial models, or binning algorithms. Common approaches to estimate variograms are covered and can be used out of the box. At the same time, the base class is very flexible and can be adjusted to less common problems, as well.&lt;/p&gt;

&lt;p&gt;SciKit-GStat can easily interface to &lt;a href=""&gt;GSTools&lt;/a&gt;.&lt;/p&gt;

	&lt;li&gt;Find the &lt;a href=""&gt;documentation here&lt;/a&gt;&lt;/li&gt;
	&lt;li&gt;Tutorials: &lt;a href=""&gt;;/a&gt;&lt;/li&gt;
	&lt;li&gt;DockerHub: &lt;a href=""&gt;;/a&gt;&lt;/li&gt;

&lt;p&gt;If you use SciKit-GStat, pleace cite this publication:&lt;/p&gt;

&lt;p&gt;M&amp;auml;licke, M.: SciKit-GStat 1.0: A SciPy flavoured geostatistical variogram estimation toolbox written in Python, Geosci. Model Dev. Discuss. [preprint], &lt;a href=""&gt;;/a&gt;, in review, 2021.&lt;/p&gt;

&lt;p&gt;The code itself can also be cited:&lt;/p&gt;

&lt;p&gt;Mirko M&amp;auml;licke, Romain Hugonnet, Helge David Schneider, Sebastian M&amp;uuml;ller, Egil M&amp;ouml;ller, &amp;amp; Johan Van de Wauw. (2022). mmaelicke/scikit-gstat: Version 1.0 (v1.0.0). Zenodo.;/p&gt;
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">url</subfield>
    <subfield code="i">isSupplementTo</subfield>
    <subfield code="a"></subfield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isDescribedBy</subfield>
    <subfield code="a">10.5194/gmd-2021-174</subfield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.1345584</subfield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.5970098</subfield>
    <subfield code="2">doi</subfield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">software</subfield>
All versions This version
Views 2,25885
Downloads 1535
Data volume 429.4 MB10.8 MB
Unique views 1,91172
Unique downloads 1325


Cite as