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Bejzovski univerzalni kriging×Univerzalno krigingovanje (krigingovanje sa trendom)×
OblastProstorna analizaProstorna analiza
PorodicaRegression modelRegression model
Godina nastanka1990s–2000s1969
TvoracDiggle, Tawn & Moyeed; Kitanidis; Handcock & SteinGeorges Matheron
TipBayesian geostatistical interpolation with trendGeostatistical interpolation with spatial trend
Temeljni izvorDiggle, P. J., & Ribeiro, P. J. (2007). Model-Based Geostatistics. Springer. ISBN: 978-0387329079Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
Drugi naziviBUK, Bayesian kriging with trend, Bayesian spatial interpolation with covariates, stochastic universal krigingkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Srodne63
SažetakBayesian Universal Kriging (BUK) extends classical universal kriging by placing prior distributions on trend coefficients and spatial covariance parameters, then propagating full posterior uncertainty into predictions. It interpolates spatially referenced continuous data while simultaneously estimating large-scale deterministic trends driven by covariates and small-scale stochastic spatial dependence, yielding prediction intervals that honestly account for both parameter and interpolation uncertainty.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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ScholarGateUporedite metode: Bayesian Universal Kriging · Universal Kriging. Preuzeto 2026-06-17 sa https://scholargate.app/sr/compare