Bayesian space-time gap filling for inference on extreme hot-spots: an application to Red Sea surface temperatures

Daniela Castro-Camilo, Linda Mhalla, Thomas Opitz

We develop a method for probabilistic prediction of extreme value hot-spots in a spatio-temporal framework, tailored to big datasets containing important gaps. In this setting, dir…