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局所的普遍クレージング×局所的普通クリギング×
分野空間分析空間分析
系統Regression modelRegression model
提唱年1969/19971970s–1990s
提唱者Matheron, G. (trend/drift kriging); local neighborhood approach standard in geostatistical practiceJournel & Huijbregts; developed further by Goovaerts and Chiles & Delfiner
種類Spatial interpolation modelGeostatistical interpolation (local/moving-window variant)
原典Goovaerts, 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
別名local UK, local kriging with trend, local KED, local kriging with external driftmoving window kriging, local kriging, neighborhood kriging, LOK
関連55
概要Local 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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ScholarGate手法を比較: Local Universal Kriging · Local Ordinary Kriging. 2026-06-19に以下より取得 https://scholargate.app/ja/compare