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Globaali universaalikriging×Universaali Kriging (Kriging trendillä)×
TieteenalaSpatiaalianalyysiSpatiaalianalyysi
MenetelmäperheRegression modelRegression model
Syntyvuosi19691969
KehittäjäGeorges MatheronGeorges Matheron
TyyppiGeostatistical interpolationGeostatistical interpolation with spatial trend
AlkuperäislähdeJournel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910608Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
Rinnakkaisnimetuniversal kriging (global), global UK, kriging with external drift (global), global trend krigingkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Liittyvät43
TiivistelmäGlobal Universal Kriging is a geostatistical interpolation method that models a spatially varying trend (drift) as a deterministic function of coordinates and uses the entire dataset to fit both the trend coefficients and the residual variogram simultaneously. It produces optimal linear unbiased predictions together with pointwise estimation uncertainty, accounting for a large-scale spatial gradient across the full study region.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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ScholarGateVertaile menetelmiä: Global Universal Kriging · Universal Kriging. Haettu 2026-06-18 osoitteesta https://scholargate.app/fi/compare