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Bayesov univerzalni kriging×Obična krigija×
PodručjeProstorna analizaProstorna analiza
ObiteljRegression modelRegression model
Godina nastanka1990s–2000s1963
TvoracDiggle, Tawn & Moyeed; Kitanidis; Handcock & SteinGeorges Matheron (formalising D.G. Krige's empirical work)
VrstaBayesian geostatistical interpolation with trendGeostatistical interpolation
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 krigingOK, kriging interpolation, geostatistical interpolation, BLUE spatial predictor
Srodne64
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.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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ScholarGateUsporedite metode: Bayesian Universal Kriging · Ordinary Kriging. Preuzeto 2026-06-18 s https://scholargate.app/hr/compare