Correlograms and Covariance plots allow you to visualize both negative and positive autocorrelation when present – values near zero indicate no autocorrelation for that lag class interval.

The fractal dimension D , also called the Hausdorff-Besicovitch statistic, can be calculated as the slope of a log-log variogram plot. GS+ provides both D and its standard error.