Understanding Anisotropy Computations

作者: Marian Eriksson , Peter P. Siska

DOI: 10.1023/A:1007590322263

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摘要: Most descriptions of anisotropy make reference to reduced distances and conversion anisotropic models isotropic counterparts equations are presented for a certain class range-anisotropic models. Many state that sill is modelled using structure having very elongated ellipse. The presentations typically have few or no intervening steps. Students applied researchers rarely follow these subsequently regard the programs compute variograms as black-boxes, contents which too complex try understand. We provide geometry necessary clarify those computations. In so doing, we general way model any type (range, sill, power, slope, nugget) on an note cases in literature printed ellipse do not match stated coded An example provided both range- sill-anisotropic structures fitted experimental variogram values from elevation data set weighted nonlinear regression. original plotted with surfaces view fit many directions at once.

参考文章(11)
A. V. Vecchia, Estimation and model identification for continuous spatial processes Journal of the royal statistical society series b-methodological. ,vol. 50, pp. 297- 312 ,(1988) , 10.1111/J.2517-6161.1988.TB01729.X
André Georges Journel, Clayton Vernon Deutsch, GSLIB: Geostatistical Software Library and User's Guide ,(1993)
Dale L. Zimmerman, Another look at anisotropy in geostatistics Mathematical Geosciences. ,vol. 25, pp. 453- 470 ,(1993) , 10.1007/BF00894779
A. B. McBRATNEY, R. WEBSTER, Choosing functions for semi‐variograms of soil properties and fitting them to sampling estimates European Journal of Soil Science. ,vol. 37, pp. 617- 639 ,(1986) , 10.1111/J.1365-2389.1986.TB00392.X
Noel Cressie, Fitting variogram models by weighted least squares Mathematical Geosciences. ,vol. 17, pp. 563- 586 ,(1985) , 10.1007/BF01032109
Noel A. C. Cressie, Noel A. C. Cressie, Statistics for spatial data ,(1991)
G. Kalton, John G. Peatman, Introduction to Applied Statistics. Applied Statistics. ,vol. 12, pp. 197- 197 ,(1963) , 10.2307/2985801
Eric R. Ziegel, C. Deutsch, A. Journel, GSLIB: Geostatistical Software Library and User's Guide Technometrics. ,vol. 37, pp. 126- ,(1995) , 10.2307/1269177