Variogram Estimation

Estimating the spatial correlations is an important part of geostatistics. These spatial correlations can be expressed by the variogram, which can be estimated with the subpackage gstools.variogram. The variograms can be estimated on structured and unstructured grids.

The same (semi-)variogram as The Covariance Model is being used by this subpackage.

Examples

Fit Variogram

Fit Variogram

Finding the best fitting variogram model

Finding the best fitting variogram model

Multi-field variogram estimation

Multi-field variogram estimation

Directional variogram estimation and fitting in 2D

Directional variogram estimation and fitting in 2D

Directional variogram estimation and fitting in 3D

Directional variogram estimation and fitting in 3D

Fit Variogram with automatic binning

Fit Variogram with automatic binning

Automatic binning with lat-lon data

Automatic binning with lat-lon data