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局所的普通クリギング×共同クルギング:多変量地球統計学的手法による補間×
分野空間分析空間分析
系統Regression modelRegression model
提唱年1970s–1990s1965-1978
提唱者Journel & Huijbregts; developed further by Goovaerts and Chiles & DelfinerMatheron, G.; extended by Journel & Huijbregts
種類Geostatistical interpolation (local/moving-window variant)Geostatistical interpolation
原典Chiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. ISBN: 978-0471083153Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910561
別名moving window kriging, local kriging, neighborhood kriging, LOKcokriging, co-regionalization kriging, multivariate kriging, CK
関連55
概要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.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.
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ScholarGate手法を比較: Local Ordinary Kriging · Co-kriging. 2026-06-19に以下より取得 https://scholargate.app/ja/compare