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Spatial prediction and mapping temperature: Classical kriging and INLA - Softcover

Serra, Laura; Juan, Pablo; Varga, Diego

 
9783330075719: Spatial prediction and mapping temperature: Classical kriging and INLA

Synopsis

Temperature, one of the most important atmospheric variables, has a direct impact on physical and biological processes and its analysis in space and time play a crucial role in studying climate change. Here the results of a comparison between two ways of estimating models of spatial dependence are evaluated: kriging methods and Bayesian inference using the Integrated Nested Laplace Approximation (INLA).

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