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Universaali Kriging (Kriging trendillä)×Kokriging×
TieteenalaSpatiaalianalyysiSpatiaalianalyysi
MenetelmäperheRegression modelRegression model
Syntyvuosi19691963
KehittäjäGeorges MatheronGeorges Matheron (geostatistics); multivariate extension
TyyppiGeostatistical interpolation with spatial trendMultivariate geostatistical interpolation
AlkuperäislähdeMatheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
Rinnakkaisnimetkriging with a trend, kriging with drift, trend kriging, evrensel krigingco-kriging, multivariate kriging, ortak kriging
Liittyvät33
TiivistelmäUniversal 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.Cokriging extends kriging to use one or more correlated secondary variables to improve prediction of a primary variable. When the variable of interest is sparsely sampled but a related, cheaper-to-measure variable is densely sampled, cokriging borrows strength from the secondary variable through their cross-correlation, yielding more accurate interpolations and prediction variances than kriging the primary variable alone.
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ScholarGateVertaile menetelmiä: Universal Kriging · Cokriging. Haettu 2026-06-17 osoitteesta https://scholargate.app/fi/compare