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Semivariogram modeling by weighted least squares

January 1, 1996

Permissible semivariogram models are fundamental for geostatistical estimation and simulation of attributes having a continuous spatiotemporal variation. The usual practice is to fit those models manually to experimental semivariograms. Fitting by weighted least squares produces comparable results to fitting manually in less time, systematically, and provides an Akaike information criterion for the proper comparison of alternative models. We illustrate the application of a computer program with examples showing the fitting of simple and nested models. Copyright ?? 1996 Elsevier Science Ltd.

Publication Year 1996
Title Semivariogram modeling by weighted least squares
DOI 10.1016/0098-3004(95)00095-X
Authors X. Jian, Ricardo A. Olea, Y.-S. Yu
Publication Type Article
Publication Subtype Journal Article
Series Title Computers & Geosciences
Index ID 70018459
Record Source USGS Publications Warehouse