Measuring Spatial Dependence with Semivariograms

Abstract

The semivariogram is a measure of statistical dependence and is closely related to the autocorrelogram. It is particularly suitable for analysis of spatial functions that describe natural phenomena characterized by a geographic distribution and variations which arc in part continuous and in part stochastic. If the phenomenon is sampled at regular intervals along lines, important statistical parameters can be estimated from the semivariogram.