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Robustní kriging×Univerzální krigování (Krigování s trendem)×
OborProstorová analýzaProstorová analýza
RodinaRegression modelRegression model
Rok vzniku19801969
TvůrceNoel Cressie & Douglas M. HawkinsGeorges Matheron
TypRobust geostatistical interpolationGeostatistical interpolation with spatial trend
Původní zdrojCressie, 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 ↗
Další názvyrobust spatial kriging, outlier-resistant kriging, resistant kriging, robust geostatistical interpolationkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Příbuzné43
ShrnutíRobust 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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ScholarGatePorovnat metody: Robust Kriging · Universal Kriging. Získáno 2026-06-17 z https://scholargate.app/cs/compare