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.
See Wikipedia: (semi-)variogram.