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グローバルクリギング×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1960s–19931969
提唱者Georges Matheron (kriging framework); global neighborhood usage formalized in applied geostatisticsGeorges Matheron
種類Geostatistical interpolationGeostatistical interpolation with spatial trend
原典Cressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
別名global-neighborhood kriging, full-data kriging, exhaustive kriging, non-local krigingkriging with a trend, kriging with drift, trend kriging, evrensel kriging
関連53
概要Global Kriging is the ordinary kriging interpolation procedure applied using all available sample points as the neighborhood — no spatial search window limits which data contribute to each prediction. It produces optimal linear unbiased predictions of an unobserved value at any target location, with associated prediction-error variances, by exploiting a fitted variogram model that encodes spatial autocorrelation across the entire dataset.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: Global Kriging · Universal Kriging. 2026-06-18に以下より取得 https://scholargate.app/ja/compare