Recent literature on long-range spatial exposure assessment focused on Kriging or atmospheric pollution models. We develop a full Bayesian approach to Universal Kriging which allows appropriate treatment of prediction uncertainty.
A Bayesian Kriging Model to Predict PM10 Annual Average Concentrations for the Lombardy Region (Italy)
Catelan, Dolores;Biggeri, Annibale;
2011
Abstract
Recent literature on long-range spatial exposure assessment focused on Kriging or atmospheric pollution models. We develop a full Bayesian approach to Universal Kriging which allows appropriate treatment of prediction uncertainty.
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