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Bayesovské univerzálne krigovanie×Koko-kriging: Viacrozmerná geostatistická interpolácia×
OdborPriestorová analýzaPriestorová analýza
RodinaRegression modelRegression model
Rok vzniku1990s–2000s1965-1978
TvorcaDiggle, Tawn & Moyeed; Kitanidis; Handcock & SteinMatheron, G.; extended by Journel & Huijbregts
TypBayesian geostatistical interpolation with trendGeostatistical interpolation
Pôvodný zdrojDiggle, P. J., & Ribeiro, P. J. (2007). Model-Based Geostatistics. Springer. ISBN: 978-0387329079Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910561
Ďalšie názvyBUK, Bayesian kriging with trend, Bayesian spatial interpolation with covariates, stochastic universal krigingcokriging, co-regionalization kriging, multivariate kriging, CK
Príbuzné65
ZhrnutieBayesian 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.Co-kriging is a geostatistical interpolation technique that predicts the spatial distribution of a primary variable by leveraging its spatial cross-correlation with one or more secondary (co-) variables. It extends ordinary kriging to multivariate settings, yielding more accurate predictions when the secondary variable is more densely sampled or spatially correlated with the primary variable of interest.
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ScholarGatePorovnať metódy: Bayesian Universal Kriging · Co-kriging. Získané 2026-06-18 z https://scholargate.app/sk/compare