SEMIVARIOGRAM MODELING BY WEIGHTED LEAST-SQUARES

Citation
Xd. Jian et al., SEMIVARIOGRAM MODELING BY WEIGHTED LEAST-SQUARES, Computers & geosciences, 22(4), 1996, pp. 387-397
Citations number
11
Categorie Soggetti
Mathematical Method, Physical Science","Geosciences, Interdisciplinary","Computer Science Interdisciplinary Applications
Journal title
ISSN journal
00983004
Volume
22
Issue
4
Year of publication
1996
Pages
387 - 397
Database
ISI
SICI code
0098-3004(1996)22:4<387:SMBWL>2.0.ZU;2-7
Abstract
Permissible semivariogram models are fundamental for geostatistical es timation and simulation of attributes having a continuous spatiotempor al variation. The usual practice is to fit those models manually to ex perimental semivariograms. Fitting by weighted least squares produces comparable results to fitting manually in less time, systematically, a nd provides an Akaike information criterion for the proper comparison of alternative models. We illustrate the application of a computer pro gram with examples showing the fitting of simple and nested models. Co pyright (C) 1996 Elsevier Science Ltd