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Beijesiskā universālā kriginga metode×Kopkrigings: Daudzdimensiju ģeostatistiskā interpolācija×
NozareTelpiskā analīzeTelpiskā analīze
SaimeRegression modelRegression model
Izcelsmes gads1990s–2000s1965-1978
AutorsDiggle, Tawn & Moyeed; Kitanidis; Handcock & SteinMatheron, G.; extended by Journel & Huijbregts
TipsBayesian geostatistical interpolation with trendGeostatistical interpolation
PirmavotsDiggle, 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
Citi nosaukumiBUK, Bayesian kriging with trend, Bayesian spatial interpolation with covariates, stochastic universal krigingcokriging, co-regionalization kriging, multivariate kriging, CK
Saistītās65
KopsavilkumsBayesian 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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ScholarGateSalīdzināt metodes: Bayesian Universal Kriging · Co-kriging. Izgūts 2026-06-18 no https://scholargate.app/lv/compare