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局所的普遍クレージング×ユニバーサル・クリーギング(トレンド付きクリーギング)×
分野空間分析空間分析
系統Regression modelRegression model
提唱年1969/19971969
提唱者Matheron, G. (trend/drift kriging); local neighborhood approach standard in geostatistical practiceGeorges Matheron
種類Spatial interpolation modelGeostatistical interpolation with spatial trend
原典Goovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. Oxford University Press. ISBN: 9780195115383Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
別名local UK, local kriging with trend, local KED, local kriging with external driftkriging with a trend, kriging with drift, trend kriging, evrensel kriging
関連53
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.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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ScholarGate手法を比較: Local Universal Kriging · Universal Kriging. 2026-06-18に以下より取得 https://scholargate.app/ja/compare