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パネル普通クリギング×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1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s1965-1978
提唱者Extension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settingsMatheron, G.; extended by Journel & Huijbregts
種類Geostatistical spatial interpolationGeostatistical interpolation
原典Cressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910561
別名ordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolationcokriging, co-regionalization kriging, multivariate kriging, CK
関連65
概要Panel Ordinary Kriging extends the classical geostatistical interpolation method — Ordinary Kriging — to panel (longitudinal) datasets where the same set of spatial locations is observed repeatedly over multiple time periods. It produces optimal linear unbiased predictions at unsampled locations for each time slice, accounting for spatial dependence while leveraging the temporal structure of the repeated observations.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: Panel Ordinary Kriging · Co-kriging. 2026-06-18に以下より取得 https://scholargate.app/ja/compare