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Kriging Universal Lokal×Kriging Biasa Lokal×
BidangAnalisis ReruangAnalisis Reruang
KeluargaRegression modelRegression model
Tahun asal1969/19971970s–1990s
PengasasMatheron, G. (trend/drift kriging); local neighborhood approach standard in geostatistical practiceJournel & Huijbregts; developed further by Goovaerts and Chiles & Delfiner
JenisSpatial interpolation modelGeostatistical interpolation (local/moving-window variant)
Sumber perintisGoovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. Oxford University Press. ISBN: 9780195115383Chiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. ISBN: 978-0471083153
Aliaslocal UK, local kriging with trend, local KED, local kriging with external driftmoving window kriging, local kriging, neighborhood kriging, LOK
Berkaitan55
RingkasanLocal Universal Kriging is a geostatistical interpolation method that combines a spatially varying deterministic trend with a stochastic residual, estimated using only nearby observations within a defined search neighborhood. It generalizes local ordinary kriging by explicitly modeling and removing a polynomial or covariate-driven drift before interpolating the residual surface.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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ScholarGateBandingkan kaedah: Local Universal Kriging · Local Ordinary Kriging. Dicapai 2026-06-19 daripada https://scholargate.app/ms/compare