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時空間通常クリギング×Ordinary Kriging×
分野空間分析空間分析
系統Regression modelRegression model
提唱年19991963
提唱者Kyriakidis & Journel (seminal review); Cressie & Huang (covariance models)Georges Matheron (formalising D.G. Krige's empirical work)
種類Geostatistical interpolationGeostatistical interpolation
原典Kyriakidis, P. C., & Journel, A. G. (1999). Geostatistical space-time models: a review. Mathematical Geology, 31(6), 651-684. DOI ↗Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246-1266. DOI ↗
別名STOK, spatio-temporal ordinary kriging, ordinary space-time kriging, ST-OKOK, kriging interpolation, geostatistical interpolation, BLUE spatial predictor
関連44
概要Space-Time Ordinary Kriging (STOK) is a geostatistical interpolation method that predicts a spatially and temporally varying phenomenon at unsampled space-time locations by combining the ordinary kriging assumption of an unknown, locally constant mean with a joint space-time covariance (or variogram) structure. It produces optimal, unbiased predictions along with associated estimation uncertainty.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: Space-Time Ordinary Kriging · Ordinary Kriging. 2026-06-19に以下より取得 https://scholargate.app/ja/compare