Geostatistics belongs to the wide class of statistical methods. It is used and applied to analyze and predict the values associated with spatial or spatio-temporal phenomena such as seismological ...

Variograms are important tools in the spatial distribution of facies and petrophysical properties. Due to the scarcity of subsurface well data, both spatially and quantity wise, variograms ...

Abstract: This paper introduces the basic concept, theoretical model and parameter meaning of experimental variogram, which is a basic tool of geostatistics. From the two aspects of singular value and ...

Pyrcz, M.J., Jo. H., Kupenko, A., Liu, W., Gigliotti, A.E., Salomaki, T., and Santos, J., 2021, GeostatsPy Python Package: Open-source Spatial Data Analytics and ...

It's now easy and straightforward to calculate a variogram using scikit-gstat. We need to sample the field and pass the coordinates and value to the :class:`Variogram Class <skgstat.Variogram>`. ..