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グローバルユニバーサルクリーニング×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19691965-1978
提唱者Georges MatheronMatheron, G.; extended by Journel & Huijbregts
種類Geostatistical interpolationGeostatistical interpolation
原典Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910608Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910561
別名universal kriging (global), global UK, kriging with external drift (global), global trend krigingcokriging, co-regionalization kriging, multivariate kriging, CK
関連45
概要Global Universal Kriging is a geostatistical interpolation method that models a spatially varying trend (drift) as a deterministic function of coordinates and uses the entire dataset to fit both the trend coefficients and the residual variogram simultaneously. It produces optimal linear unbiased predictions together with pointwise estimation uncertainty, accounting for a large-scale spatial gradient across the full study region.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: Global Universal Kriging · Co-kriging. 2026-06-18に以下より取得 https://scholargate.app/ja/compare