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Robust Kriging×Universell kriging (Kriging med en trend)×
FagfeltRomlig analyseRomlig analyse
FamilieRegression modelRegression model
Opprinnelsesår19801969
OpphavspersonNoel Cressie & Douglas M. HawkinsGeorges Matheron
TypeRobust geostatistical interpolationGeostatistical interpolation with spatial trend
Opprinnelig kildeCressie, N., & Hawkins, D. M. (1980). Robust estimation of the variogram: I. Journal of the International Association for Mathematical Geology, 12(2), 115–125. DOI ↗Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
Aliasrobust spatial kriging, outlier-resistant kriging, resistant kriging, robust geostatistical interpolationkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Relaterte43
SammendragRobust Kriging is a geostatistical interpolation method that extends classical kriging by replacing sensitive variogram estimation with outlier-resistant alternatives, most notably the Cressie-Hawkins robust estimator. It produces spatially interpolated predictions that are not distorted by anomalous or extreme observations in the data.Universal kriging generalizes ordinary kriging to data whose mean varies systematically across space — a spatial trend or 'drift'. It models the mean as a function of the coordinates (or covariates) and krigs the residuals, so it can interpolate variables that drift in a preferred direction, such as temperature falling with latitude or a pollutant gradient, while still returning prediction variances.
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ScholarGateSammenlign metoder: Robust Kriging · Universal Kriging. Hentet 2026-06-17 fra https://scholargate.app/no/compare