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Global Kriging×Lokaali kriging (liikkuvan ikkunan kriging)×
TieteenalaSpatiaalianalyysiSpatiaalianalyysi
MenetelmäperheRegression modelRegression model
Syntyvuosi1960s–19931990
KehittäjäGeorges Matheron (kriging framework); global neighborhood usage formalized in applied geostatisticsHaas, T. C.
TyyppiGeostatistical interpolationSpatial interpolation (local variant)
AlkuperäislähdeCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550Haas, T. C. (1990). Kriging and automated variogram modeling within a moving window. Atmospheric Environment, 24(7), 1759-1769. DOI ↗
Rinnakkaisnimetglobal-neighborhood kriging, full-data kriging, exhaustive kriging, non-local krigingmoving-window kriging, local kriging interpolation, windowed kriging, neighborhood kriging
Liittyvät53
TiivistelmäGlobal Kriging is the ordinary kriging interpolation procedure applied using all available sample points as the neighborhood — no spatial search window limits which data contribute to each prediction. It produces optimal linear unbiased predictions of an unobserved value at any target location, with associated prediction-error variances, by exploiting a fitted variogram model that encodes spatial autocorrelation across the entire dataset.Local Kriging is a spatially adaptive geostatistical interpolation method that restricts each prediction to a moving neighborhood of nearby observations, fitting a variogram model locally within that window. This allows spatial covariance structure to vary across the study region rather than imposing a single global variogram, making it better suited to large or non-stationary spatial fields.
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ScholarGateVertaile menetelmiä: Global Kriging · Local Kriging. Haettu 2026-06-18 osoitteesta https://scholargate.app/fi/compare