Spatio-temporal metamodeling for West African monsoon

Abstract : In this paper, we propose a new approach for modeling and fitting high-dimensional response regression models in the setting of complex spatio-temporal dynamics. This study is motivated by investigating one of the major atmospheric phenomena which drives the rainfall regime in Western Africa: West African Monsoon. We are particularly interested in studying the influence of sea surface temperatures in the Gulf of Guinea on precipitation in Saharan and sub-Saharan.
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Anestis Antoniadis, Céline Helbert, Clémentine Prieur, Laurence Viry. Spatio-temporal metamodeling for West African monsoon. Environmetrics, Wiley, 2012, 23 (1), pp.24-36. ⟨10.1002/env.1134⟩. ⟨hal-00551303v2⟩

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