Bayesian Inference of Spatio-Temporal Changes of Arctic Sea Ice

15 Mar 2020 Zhang Bohai Cressie Noel

Arctic sea ice extent has drawn increasing interest and alarm from geoscientists, owing to its rapid decline. In this article, we propose a Bayesian spatio-temporal hierarchical statistical model for binary Arctic sea ice data over two decades, where a latent dynamic spatio-temporal Gaussian process is used to model the data-dependence through a logit link function... (read more)

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