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Compară metode

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

Kriging ordinar global×Kriging Ordinar Local×
DomeniuAnaliză spațialăAnaliză spațială
FamilieRegression modelRegression model
Anul apariției1951–19631970s–1990s
Autorul originalDanie G. Krige; formalized by Georges MatheronJournel & Huijbregts; developed further by Goovaerts and Chiles & Delfiner
TipGeostatistical interpolationGeostatistical interpolation (local/moving-window variant)
Sursa seminalăCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley. ISBN: 978-0471002550Chiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. ISBN: 978-0471083153
Denumiri alternativeordinary kriging, OK, global kriging, stationary ordinary krigingmoving window kriging, local kriging, neighborhood kriging, LOK
Înrudite55
RezumatGlobal Ordinary Kriging (GOK) is the canonical geostatistical interpolation method that estimates values at unsampled locations as a weighted linear combination of nearby observations. It fits a single variogram model to the entire dataset, enforcing a global stationarity assumption, and produces optimal unbiased predictions along with quantified prediction uncertainty at every interpolated point.Local 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.
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  1. v1
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  3. PUBLISHED

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ScholarGateCompară metode: Global Ordinary Kriging · Local Ordinary Kriging. Preluat la 2026-06-19 de pe https://scholargate.app/ro/compare