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共クライング×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19631969
提唱者Georges Matheron (geostatistics); multivariate extensionGeorges Matheron
種類Multivariate geostatistical interpolationGeostatistical interpolation with spatial trend
原典Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
別名co-kriging, multivariate kriging, ortak krigingkriging with a trend, kriging with drift, trend kriging, evrensel kriging
関連33
概要Cokriging extends kriging to use one or more correlated secondary variables to improve prediction of a primary variable. When the variable of interest is sparsely sampled but a related, cheaper-to-measure variable is densely sampled, cokriging borrows strength from the secondary variable through their cross-correlation, yielding more accurate interpolations and prediction variances than kriging the primary variable alone.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: Cokriging · Universal Kriging. 2026-06-17に以下より取得 https://scholargate.app/ja/compare