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 ...

Recall that the goal of this example is spatial prediction. In particular, you would like to produce a contour map or surface plot on a regular grid of predicted values based on ordinary kriging.

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.

Abstract: An algorithm for image analysis that based on variogram function was proposed in this paper. Variogram function can take randomicity of the region variation and the structure of spatial ...