A Boundary Forcing Sensitivity Analysis of the West African Monsoon Simulated by the Modèle Atmosphérique Régional

The rainfall regime of West Africa is highly variable over a large range of space and time scales. With rainfall agriculture being predominent in the region, the local population is extremely vulnerable to intraseasonal dry spells and multi-year droughts as well as to intense rainfall over small tim...

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Main Authors: Guillaume Chagnaud, Hubert Gallée, Thierry Lebel, Gérémy Panthou, Théo Vischel
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/11/2/191
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spelling doaj-bffd17b11dd84d998539cac79c03dfb02020-11-25T01:42:25ZengMDPI AGAtmosphere2073-44332020-02-0111219110.3390/atmos11020191atmos11020191A Boundary Forcing Sensitivity Analysis of the West African Monsoon Simulated by the Modèle Atmosphérique RégionalGuillaume Chagnaud0Hubert Gallée1Thierry Lebel2Gérémy Panthou3Théo Vischel4Université Grenoble Alpes, IRD, CNRS, Grenoble INP, IGE, 38000 Grenoble, FranceUniversité Grenoble Alpes, IRD, CNRS, Grenoble INP, IGE, 38000 Grenoble, FranceUniversité Grenoble Alpes, IRD, CNRS, Grenoble INP, IGE, 38000 Grenoble, FranceUniversité Grenoble Alpes, IRD, CNRS, Grenoble INP, IGE, 38000 Grenoble, FranceUniversité Grenoble Alpes, IRD, CNRS, Grenoble INP, IGE, 38000 Grenoble, FranceThe rainfall regime of West Africa is highly variable over a large range of space and time scales. With rainfall agriculture being predominent in the region, the local population is extremely vulnerable to intraseasonal dry spells and multi-year droughts as well as to intense rainfall over small time steps. Were this variability to increase, it might render the area close from becoming unhabitable. Anticipating any change is thus crucial from both a societal and a scientific perspective. Despite continuous efforts in Global Climate Model (GCM) development, there is still no agreement on the sign of the future rainfall regime change in the region. Regional Climate Models (RCMs) are used for more accurate projections of future changes as well as end-user-oriented impact studies. In this study, the sensitivity of the Modèle Atmosphérique Régional (MAR) to homogeneous perturbations in boundary forcing air temperature and/or SST is assessed with the aim to better understand (i) the thermodynamical imprint of the recent rainfall regime changes and (ii) the impact of errors in driving data on the West African rainfall regime simulated by an RCM. After an evaluation step where the model is proved to satisfactorily simulate the West African Monsoon (WAM), sensitivity experiments display contrasted, sizable and robust responses of the simulated rainfall regime. The rainfall responses to the boundary forcing perturbations compare in magnitude with the intrinsic model bias, giving support for such an analysis. A physical interpretation of the rainfall anomalies provides confidence in the model response consistency and shows the potential of such an experimental protocol for future climate change downscalling over this region.https://www.mdpi.com/2073-4433/11/2/191west african monsoonprecipitationregional climate modelsensitivity analysis
collection DOAJ
language English
format Article
sources DOAJ
author Guillaume Chagnaud
Hubert Gallée
Thierry Lebel
Gérémy Panthou
Théo Vischel
spellingShingle Guillaume Chagnaud
Hubert Gallée
Thierry Lebel
Gérémy Panthou
Théo Vischel
A Boundary Forcing Sensitivity Analysis of the West African Monsoon Simulated by the Modèle Atmosphérique Régional
Atmosphere
west african monsoon
precipitation
regional climate model
sensitivity analysis
author_facet Guillaume Chagnaud
Hubert Gallée
Thierry Lebel
Gérémy Panthou
Théo Vischel
author_sort Guillaume Chagnaud
title A Boundary Forcing Sensitivity Analysis of the West African Monsoon Simulated by the Modèle Atmosphérique Régional
title_short A Boundary Forcing Sensitivity Analysis of the West African Monsoon Simulated by the Modèle Atmosphérique Régional
title_full A Boundary Forcing Sensitivity Analysis of the West African Monsoon Simulated by the Modèle Atmosphérique Régional
title_fullStr A Boundary Forcing Sensitivity Analysis of the West African Monsoon Simulated by the Modèle Atmosphérique Régional
title_full_unstemmed A Boundary Forcing Sensitivity Analysis of the West African Monsoon Simulated by the Modèle Atmosphérique Régional
title_sort boundary forcing sensitivity analysis of the west african monsoon simulated by the modèle atmosphérique régional
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2020-02-01
description The rainfall regime of West Africa is highly variable over a large range of space and time scales. With rainfall agriculture being predominent in the region, the local population is extremely vulnerable to intraseasonal dry spells and multi-year droughts as well as to intense rainfall over small time steps. Were this variability to increase, it might render the area close from becoming unhabitable. Anticipating any change is thus crucial from both a societal and a scientific perspective. Despite continuous efforts in Global Climate Model (GCM) development, there is still no agreement on the sign of the future rainfall regime change in the region. Regional Climate Models (RCMs) are used for more accurate projections of future changes as well as end-user-oriented impact studies. In this study, the sensitivity of the Modèle Atmosphérique Régional (MAR) to homogeneous perturbations in boundary forcing air temperature and/or SST is assessed with the aim to better understand (i) the thermodynamical imprint of the recent rainfall regime changes and (ii) the impact of errors in driving data on the West African rainfall regime simulated by an RCM. After an evaluation step where the model is proved to satisfactorily simulate the West African Monsoon (WAM), sensitivity experiments display contrasted, sizable and robust responses of the simulated rainfall regime. The rainfall responses to the boundary forcing perturbations compare in magnitude with the intrinsic model bias, giving support for such an analysis. A physical interpretation of the rainfall anomalies provides confidence in the model response consistency and shows the potential of such an experimental protocol for future climate change downscalling over this region.
topic west african monsoon
precipitation
regional climate model
sensitivity analysis
url https://www.mdpi.com/2073-4433/11/2/191
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