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グローバルユニバーサルクリーニング×Ordinary Kriging×
分野空間分析空間分析
系統Regression modelRegression model
提唱年19691963
提唱者Georges MatheronGeorges Matheron (formalising D.G. Krige's empirical work)
種類Geostatistical interpolationGeostatistical interpolation
原典Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910608Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246-1266. DOI ↗
別名universal kriging (global), global UK, kriging with external drift (global), global trend krigingOK, kriging interpolation, geostatistical interpolation, BLUE spatial predictor
関連44
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.Ordinary Kriging (OK) is the standard geostatistical method for interpolating a continuous spatial variable at unsampled locations. It derives optimal, unbiased weights from the spatial covariance structure of the data, making it the Best Linear Unbiased Predictor (BLUP) under stationarity assumptions. Unlike simpler distance-based methods, it also provides a prediction uncertainty (kriging variance) at every interpolated point.
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ScholarGate手法を比較: Global Universal Kriging · Ordinary Kriging. 2026-06-19に以下より取得 https://scholargate.app/ja/compare