Spatio-temporal metamodeling for West African monsoon

Anestis Antoniadis; Céline Helbert; Clémentine Prieur; Laurence Viry

hal-00551303, version 2

Spatio-temporal metamodeling for West African monsoon

Anestis Antoniadis ¹, Céline Helbert ², Clémentine Prieur () ^1, 3, 4, Laurence Viry ¹

Environmetrics 23, 1 (2012) 24-36

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.

1: Université Joseph Fourier (Grenoble 1 UJF)
Université Joseph Fourier - Grenoble I
2: Université Pierre Mendès France (Grenoble 2 UPMF)
Université Pierre-Mendès-France - Grenoble II
3: GdR MASCOT-NUM ((Méthodes d'Analyse Stochastique des Codes et Traitements Numériques))
CNRS : GDR3179
4: MOISE (INRIA Grenoble Rhône-Alpes / LJK Laboratoire Jean Kuntzmann)
CNRS : UMR5224 – INRIA – Laboratoire Jean Kuntzmann – Université Joseph Fourier - Grenoble I – Institut Polytechnique de Grenoble - Grenoble Institute of Technology

hal-00551303, version 2
http://hal.archives-ouvertes.fr/hal-00551303
oai:hal.archives-ouvertes.fr:hal-00551303
From: Clémentine Prieur <>
Submitted on: Monday, 25 July 2011 20:11:52
Updated on: Saturday, 23 February 2013 16:41:38

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DOI: 10.1002/env.1134

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