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共同クルギング:多変量地球統計学的手法による補間×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1965-19781969
提唱者Matheron, G.; extended by Journel & HuijbregtsGeorges Matheron
種類Geostatistical interpolationGeostatistical interpolation with spatial trend
原典Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910561Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
別名cokriging, co-regionalization kriging, multivariate kriging, CKkriging with a trend, kriging with drift, trend kriging, evrensel kriging
関連53
概要Co-kriging is a geostatistical interpolation technique that predicts the spatial distribution of a primary variable by leveraging its spatial cross-correlation with one or more secondary (co-) variables. It extends ordinary kriging to multivariate settings, yielding more accurate predictions when the secondary variable is more densely sampled or spatially correlated with the primary variable of interest.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: Co-kriging · Universal Kriging. 2026-06-18に以下より取得 https://scholargate.app/ja/compare