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बेयसियन यूनिवर्सल क्रीगिंग×को-क्रीगिंग: बहुभिन्नरूपी भूसांख्यिकीय अंतर्वेशन×
क्षेत्रस्थानिक विश्लेषणस्थानिक विश्लेषण
परिवारRegression modelRegression model
उद्भव वर्ष1990s–2000s1965-1978
प्रवर्तकDiggle, Tawn & Moyeed; Kitanidis; Handcock & SteinMatheron, G.; extended by Journel & Huijbregts
प्रकारBayesian geostatistical interpolation with trendGeostatistical interpolation
मौलिक स्रोतDiggle, 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
उपनामBUK, Bayesian kriging with trend, Bayesian spatial interpolation with covariates, stochastic universal krigingcokriging, co-regionalization kriging, multivariate kriging, CK
संबंधित65
सारांशBayesian 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.
ScholarGateडेटासेट
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  2. 2 स्रोत
  3. PUBLISHED
  1. v1
  2. 2 स्रोत
  3. PUBLISHED

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ScholarGateविधियों की तुलना करें: Bayesian Universal Kriging · Co-kriging. 2026-06-18 को यहाँ से प्राप्त https://scholargate.app/hi/compare