Understanding the West African monsoon variability and its remote effects: an illustration of the grid point nudging methodology
International audience General Circulation Models still show deficiencies in simulating the basic features of the West African Monsoon at intraseasonal, seasonal and interannual timescales. It is however difficult to disentangle the remote versus regional factors that contribute to such deficiencies...
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ftutoulouse3hal:oai:HAL:hal-00413961v1 2024-09-15T18:22:18+00:00 Understanding the West African monsoon variability and its remote effects: an illustration of the grid point nudging methodology Bielli, Soline Douville, Hervé Pohl, Benjamin Centre national de recherches météorologiques (CNRM) Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS) 2010 https://hal.science/hal-00413961 https://doi.org/10.1007/s00382-009-0667-8 en eng HAL CCSD Springer Verlag info:eu-repo/semantics/altIdentifier/doi/10.1007/s00382-009-0667-8 hal-00413961 https://hal.science/hal-00413961 doi:10.1007/s00382-009-0667-8 ISSN: 0930-7575 EISSN: 1432-0894 Climate Dynamics https://hal.science/hal-00413961 Climate Dynamics, 2010, 35, pp.159-174. ⟨10.1007/s00382-009-0667-8⟩ [SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology [SDE.MCG]Environmental Sciences/Global Changes info:eu-repo/semantics/article Journal articles 2010 ftutoulouse3hal https://doi.org/10.1007/s00382-009-0667-8 2024-06-25T00:07:14Z International audience General Circulation Models still show deficiencies in simulating the basic features of the West African Monsoon at intraseasonal, seasonal and interannual timescales. It is however difficult to disentangle the remote versus regional factors that contribute to such deficiencies, and to diagnose their possible consequences for the simulation of the global atmospheric variability. The aim of the present study is to address these questions using the so-called grid point nudging technique, where prognostic atmospheric fields are relaxed either inside or outside the West African Monsoon region towards the ERA40 reanalysis. This regional or quasi-global nudging is tested in ensembles of boreal summer simulations. The impact is evaluated first on the model climatology, then on intraseasonal timescales with an emphasis on North Atlantic/Europe weather regimes, and finally on interannual timescales. Results show that systematic biases in the model climatology over West Africa are mostly of regional origin and have a limited impact outside the domain. A clear impact is found however on the eddy component of the extratropical circulation, in particular over the North Atlantic/European sector. At intraseasonal timescale, the main regional biases also resist to the quasi-global nudging though their magnitude is reduced. Conversely, nudging the model over West Africa exerts a strong impact on the frequency of the two North Atlantic weather regimes that favor the occurrence of heat waves over Europe. Significant impacts are also found at interannual timescale. Not surprisingly, the quasi-global nudging allows the model to capture the variability of large-scale dynamical monsoon indices, but exerts a weaker control on rainfall variability suggesting the additional contribution of regional processes. Conversely, nudging the model towards West Africa suppresses the spurious ENSO teleconnection that is simulated over Europe in the control experiment, thereby emphasizing the relevance of a realistic West ... Article in Journal/Newspaper North Atlantic Université Toulouse III - Paul Sabatier: HAL-UPS Climate Dynamics 35 1 159 174 |
institution |
Open Polar |
collection |
Université Toulouse III - Paul Sabatier: HAL-UPS |
op_collection_id |
ftutoulouse3hal |
language |
English |
topic |
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology [SDE.MCG]Environmental Sciences/Global Changes |
spellingShingle |
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology [SDE.MCG]Environmental Sciences/Global Changes Bielli, Soline Douville, Hervé Pohl, Benjamin Understanding the West African monsoon variability and its remote effects: an illustration of the grid point nudging methodology |
topic_facet |
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology [SDE.MCG]Environmental Sciences/Global Changes |
description |
International audience General Circulation Models still show deficiencies in simulating the basic features of the West African Monsoon at intraseasonal, seasonal and interannual timescales. It is however difficult to disentangle the remote versus regional factors that contribute to such deficiencies, and to diagnose their possible consequences for the simulation of the global atmospheric variability. The aim of the present study is to address these questions using the so-called grid point nudging technique, where prognostic atmospheric fields are relaxed either inside or outside the West African Monsoon region towards the ERA40 reanalysis. This regional or quasi-global nudging is tested in ensembles of boreal summer simulations. The impact is evaluated first on the model climatology, then on intraseasonal timescales with an emphasis on North Atlantic/Europe weather regimes, and finally on interannual timescales. Results show that systematic biases in the model climatology over West Africa are mostly of regional origin and have a limited impact outside the domain. A clear impact is found however on the eddy component of the extratropical circulation, in particular over the North Atlantic/European sector. At intraseasonal timescale, the main regional biases also resist to the quasi-global nudging though their magnitude is reduced. Conversely, nudging the model over West Africa exerts a strong impact on the frequency of the two North Atlantic weather regimes that favor the occurrence of heat waves over Europe. Significant impacts are also found at interannual timescale. Not surprisingly, the quasi-global nudging allows the model to capture the variability of large-scale dynamical monsoon indices, but exerts a weaker control on rainfall variability suggesting the additional contribution of regional processes. Conversely, nudging the model towards West Africa suppresses the spurious ENSO teleconnection that is simulated over Europe in the control experiment, thereby emphasizing the relevance of a realistic West ... |
author2 |
Centre national de recherches météorologiques (CNRM) Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS) |
format |
Article in Journal/Newspaper |
author |
Bielli, Soline Douville, Hervé Pohl, Benjamin |
author_facet |
Bielli, Soline Douville, Hervé Pohl, Benjamin |
author_sort |
Bielli, Soline |
title |
Understanding the West African monsoon variability and its remote effects: an illustration of the grid point nudging methodology |
title_short |
Understanding the West African monsoon variability and its remote effects: an illustration of the grid point nudging methodology |
title_full |
Understanding the West African monsoon variability and its remote effects: an illustration of the grid point nudging methodology |
title_fullStr |
Understanding the West African monsoon variability and its remote effects: an illustration of the grid point nudging methodology |
title_full_unstemmed |
Understanding the West African monsoon variability and its remote effects: an illustration of the grid point nudging methodology |
title_sort |
understanding the west african monsoon variability and its remote effects: an illustration of the grid point nudging methodology |
publisher |
HAL CCSD |
publishDate |
2010 |
url |
https://hal.science/hal-00413961 https://doi.org/10.1007/s00382-009-0667-8 |
genre |
North Atlantic |
genre_facet |
North Atlantic |
op_source |
ISSN: 0930-7575 EISSN: 1432-0894 Climate Dynamics https://hal.science/hal-00413961 Climate Dynamics, 2010, 35, pp.159-174. ⟨10.1007/s00382-009-0667-8⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.1007/s00382-009-0667-8 hal-00413961 https://hal.science/hal-00413961 doi:10.1007/s00382-009-0667-8 |
op_doi |
https://doi.org/10.1007/s00382-009-0667-8 |
container_title |
Climate Dynamics |
container_volume |
35 |
container_issue |
1 |
container_start_page |
159 |
op_container_end_page |
174 |
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1810461950454267904 |