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Robust Universal Kriging×Universel Kriging (Kriging med en Trend)×
FagområdeRumlig analyseRumlig analyse
FamilieRegression modelRegression model
Oprindelsesår1980s–1990s1969
OphavspersonDeveloped through contributions of Cressie, Genton, and Rousseeuw in geostatistics and robust statisticsGeorges Matheron
TypeSpatial interpolation modelGeostatistical interpolation with spatial trend
Oprindelig kildeCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience, New York. ISBN: 978-0471002550Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
AliasserRUK, robust kriging with external drift, outlier-resistant universal kriging, robust geostatistical regression krigingkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Relaterede43
ResuméRobust Universal Kriging (RUK) is a geostatistical interpolation method that combines a spatially varying deterministic trend with a stochastic residual surface, while using robust estimators to protect the variogram and trend coefficients from the distorting influence of outlying observations.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 Universal Kriging · Universal Kriging. Hentet 2026-06-17 fra https://scholargate.app/da/compare