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کِریگینگِ معمولیِ بیزی×هم‌کریگینگ بیزی (Bayesian Co-Kriging)×
حوزهتحلیل فضاییتحلیل فضایی
خانوادهRegression modelRegression model
سال پیدایش19931990s–2000s
پدیدآورHandcock & Stein (1993); Diggle & Ribeiro (2007)Gelfand, Banerjee & colleagues; building on Matheron's cokriging framework
نوعBayesian geostatistical interpolationBayesian spatial interpolation
منبع بنیادینDiggle, P. J., & Ribeiro, P. J. (2007). Model-Based Geostatistics. Springer. ISBN: 978-0387329079Diggle, P. J., & Ribeiro, P. J. (2007). Model-Based Geostatistics. Springer. ISBN: 978-0387329079
نام‌های دیگرBayesian kriging, BOK, geostatistical Bayesian interpolation, Bayesian spatial predictionBayesian cokriging, Bayesian co-regionalization, BCK, Bayesian multivariate kriging
مرتبط55
خلاصهBayesian Ordinary Kriging is a geostatistical interpolation method that combines classical ordinary kriging with a Bayesian framework to jointly estimate the spatial covariance parameters and produce predictions at unsampled locations. Unlike plug-in kriging, it propagates uncertainty about variogram parameters through to the predictive distribution, yielding more honest uncertainty quantification.Bayesian Co-Kriging is a multivariate geostatistical method that uses auxiliary spatially correlated variables to improve predictions of a primary variable of interest. By placing Bayesian priors on cross-covariance parameters, it propagates all uncertainty — including parameter uncertainty — into the prediction intervals, yielding fully probabilistic maps with calibrated uncertainty bounds.
ScholarGateمجموعه‌داده
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  1. v1
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  3. PUBLISHED

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ScholarGateمقایسهٔ روش‌ها: Bayesian Ordinary Kriging · Bayesian Co-Kriging. بازیابی‌شده در 2026-06-17 از https://scholargate.app/fa/compare