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Robust Kriging×Universel Kriging (Kriging med en Trend)×
FagområdeRumlig analyseRumlig analyse
FamilieRegression modelRegression model
Oprindelsesår19801969
OphavspersonNoel Cressie & Douglas M. HawkinsGeorges Matheron
TypeRobust geostatistical interpolationGeostatistical interpolation with spatial trend
Oprindelig 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 ↗
Aliasserrobust spatial kriging, outlier-resistant kriging, resistant kriging, robust geostatistical interpolationkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Relaterede43
ResuméRobust 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/da/compare