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Compară metode

Examinează metodele selectate una lângă alta; rândurile care diferă sunt evidențiate.

Kriging Ordinar Local×Crinaj universal (Crinaj cu tendință)×
DomeniuAnaliză spațialăAnaliză spațială
FamilieRegression modelRegression model
Anul apariției1970s–1990s1969
Autorul originalJournel & Huijbregts; developed further by Goovaerts and Chiles & DelfinerGeorges Matheron
TipGeostatistical interpolation (local/moving-window variant)Geostatistical interpolation with spatial trend
Sursa seminalăChiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. ISBN: 978-0471083153Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
Denumiri alternativemoving window kriging, local kriging, neighborhood kriging, LOKkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Înrudite53
RezumatLocal Ordinary Kriging (LOK) is a geostatistical interpolation method that estimates values at unsampled locations using only a spatially defined moving neighborhood of nearby observations. By restricting each prediction to a local data window rather than the full dataset, LOK accommodates spatial non-stationarity, reduces computational cost, and often yields more accurate local predictions than global ordinary kriging.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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  2. 2 Surse
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  1. v1
  2. 2 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Local Ordinary Kriging · Universal Kriging. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare