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Scaling of semivariograms and the kriging estimation of field-measured properties

S. R. Vieira, P. M. Tillotson, J. W. Biggar, D. R. Nielsen

01/Dec/1997

Two methods were evaluated for scaling a set of semivariograms into a unified function for kriging estimation of field-measured properties. Scaling is performed using sample variances and sills of individual semivariograms as scale factors. Theoretical developments show that kriging weights are independent of the scaling factor which appears simply as a constant multiplying both sides of the kriging equations. The scaling techniques were applied to four sets of semivariograms representing spatial scales of 30 x 30 m to 600 x […]