Statistical adaptation of ALADIN RCM outputs over the French Alps - application to future climate and snow cover

International audience In this study, snowpack scenarios are modelled across the French Alps using dynamically downscaled variables from the ALADIN Regional Climate Model (RCM) for the control period (1961-1990) and three emission scenarios (SRES B1, A1B and A2) for the mid- and late 21st century (2...

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Published in:The Cryosphere
Main Authors: Rousselot, M., Durand, Y., Giraud, G., Mérindol, L., Dombrowski-Etchevers, I., Déqué, M., Castebrunet, H.
Other Authors: Groupe d'étude de l'atmosphère météorologique (CNRM-GAME), Institut national des sciences de l'Univers (INSU - CNRS)-Météo France-Centre National de la Recherche Scientifique (CNRS)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2012
Subjects:
Online Access:https://hal-insu.archives-ouvertes.fr/insu-00844625
https://hal-insu.archives-ouvertes.fr/insu-00844625/document
https://hal-insu.archives-ouvertes.fr/insu-00844625/file/tc-6-785-2012.pdf
https://doi.org/10.5194/tc-6-785-2012
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spelling ftccsdartic:oai:HAL:insu-00844625v1 2023-05-15T18:32:15+02:00 Statistical adaptation of ALADIN RCM outputs over the French Alps - application to future climate and snow cover Rousselot, M. Durand, Y. Giraud, G. Mérindol, L. Dombrowski-Etchevers, I. Déqué, M. Castebrunet, H. Groupe d'étude de l'atmosphère météorologique (CNRM-GAME) Institut national des sciences de l'Univers (INSU - CNRS)-Météo France-Centre National de la Recherche Scientifique (CNRS) 2012-07-24 https://hal-insu.archives-ouvertes.fr/insu-00844625 https://hal-insu.archives-ouvertes.fr/insu-00844625/document https://hal-insu.archives-ouvertes.fr/insu-00844625/file/tc-6-785-2012.pdf https://doi.org/10.5194/tc-6-785-2012 en eng HAL CCSD Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-6-785-2012 insu-00844625 https://hal-insu.archives-ouvertes.fr/insu-00844625 https://hal-insu.archives-ouvertes.fr/insu-00844625/document https://hal-insu.archives-ouvertes.fr/insu-00844625/file/tc-6-785-2012.pdf doi:10.5194/tc-6-785-2012 info:eu-repo/semantics/OpenAccess ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://hal-insu.archives-ouvertes.fr/insu-00844625 The Cryosphere, Copernicus 2012, 6, pp.785- 805. ⟨10.5194/tc-6-785-2012⟩ [SDU.STU]Sciences of the Universe [physics]/Earth Sciences info:eu-repo/semantics/article Journal articles 2012 ftccsdartic https://doi.org/10.5194/tc-6-785-2012 2021-12-19T03:16:04Z International audience In this study, snowpack scenarios are modelled across the French Alps using dynamically downscaled variables from the ALADIN Regional Climate Model (RCM) for the control period (1961-1990) and three emission scenarios (SRES B1, A1B and A2) for the mid- and late 21st century (2021-2050 and 2071-2100). These variables are statistically adapted to the different elevations, aspects and slopes of the Alpine massifs. For this purpose, we use a simple analogue criterion with ERA40 series as well as an existing detailed climatology of the French Alps (Durand et al., 2009a) that provides complete meteorological fields from the SAFRAN analysis model. The resulting scenarios of precipitation, temperature, wind, cloudiness, longwave and shortwave radiation, and humidity are used to run the physical snow model CROCUS and simulate snowpack evolution over the massifs studied. The seasonal and regional characteristics of the simulated climate and snow cover changes are explored, as is the influence of the scenarios on these changes. Preliminary results suggest that the snow water equivalent (SWE) of the snowpack will decrease dramatically in the next century, especially in the Southern and Extreme Southern parts of the Alps. This decrease seems to result primarily from a general warming throughout the year, and possibly a deficit of precipitation in the autumn. The magnitude of the snow cover decline follows a marked altitudinal gradient, with the highest altitudes being less exposed to climate change. Scenario A2, with its high concentrations of greenhouse gases, results in a SWE reduction roughly twice as large as in the low-emission scenario B1 by the end of the century. This study needs to be completed using simulations from other RCMs, since a multi-model approach is essential for uncertainty analysis. Article in Journal/Newspaper The Cryosphere Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) The Cryosphere 6 4 785 805
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic [SDU.STU]Sciences of the Universe [physics]/Earth Sciences
spellingShingle [SDU.STU]Sciences of the Universe [physics]/Earth Sciences
Rousselot, M.
Durand, Y.
Giraud, G.
Mérindol, L.
Dombrowski-Etchevers, I.
Déqué, M.
Castebrunet, H.
Statistical adaptation of ALADIN RCM outputs over the French Alps - application to future climate and snow cover
topic_facet [SDU.STU]Sciences of the Universe [physics]/Earth Sciences
description International audience In this study, snowpack scenarios are modelled across the French Alps using dynamically downscaled variables from the ALADIN Regional Climate Model (RCM) for the control period (1961-1990) and three emission scenarios (SRES B1, A1B and A2) for the mid- and late 21st century (2021-2050 and 2071-2100). These variables are statistically adapted to the different elevations, aspects and slopes of the Alpine massifs. For this purpose, we use a simple analogue criterion with ERA40 series as well as an existing detailed climatology of the French Alps (Durand et al., 2009a) that provides complete meteorological fields from the SAFRAN analysis model. The resulting scenarios of precipitation, temperature, wind, cloudiness, longwave and shortwave radiation, and humidity are used to run the physical snow model CROCUS and simulate snowpack evolution over the massifs studied. The seasonal and regional characteristics of the simulated climate and snow cover changes are explored, as is the influence of the scenarios on these changes. Preliminary results suggest that the snow water equivalent (SWE) of the snowpack will decrease dramatically in the next century, especially in the Southern and Extreme Southern parts of the Alps. This decrease seems to result primarily from a general warming throughout the year, and possibly a deficit of precipitation in the autumn. The magnitude of the snow cover decline follows a marked altitudinal gradient, with the highest altitudes being less exposed to climate change. Scenario A2, with its high concentrations of greenhouse gases, results in a SWE reduction roughly twice as large as in the low-emission scenario B1 by the end of the century. This study needs to be completed using simulations from other RCMs, since a multi-model approach is essential for uncertainty analysis.
author2 Groupe d'étude de l'atmosphère météorologique (CNRM-GAME)
Institut national des sciences de l'Univers (INSU - CNRS)-Météo France-Centre National de la Recherche Scientifique (CNRS)
format Article in Journal/Newspaper
author Rousselot, M.
Durand, Y.
Giraud, G.
Mérindol, L.
Dombrowski-Etchevers, I.
Déqué, M.
Castebrunet, H.
author_facet Rousselot, M.
Durand, Y.
Giraud, G.
Mérindol, L.
Dombrowski-Etchevers, I.
Déqué, M.
Castebrunet, H.
author_sort Rousselot, M.
title Statistical adaptation of ALADIN RCM outputs over the French Alps - application to future climate and snow cover
title_short Statistical adaptation of ALADIN RCM outputs over the French Alps - application to future climate and snow cover
title_full Statistical adaptation of ALADIN RCM outputs over the French Alps - application to future climate and snow cover
title_fullStr Statistical adaptation of ALADIN RCM outputs over the French Alps - application to future climate and snow cover
title_full_unstemmed Statistical adaptation of ALADIN RCM outputs over the French Alps - application to future climate and snow cover
title_sort statistical adaptation of aladin rcm outputs over the french alps - application to future climate and snow cover
publisher HAL CCSD
publishDate 2012
url https://hal-insu.archives-ouvertes.fr/insu-00844625
https://hal-insu.archives-ouvertes.fr/insu-00844625/document
https://hal-insu.archives-ouvertes.fr/insu-00844625/file/tc-6-785-2012.pdf
https://doi.org/10.5194/tc-6-785-2012
genre The Cryosphere
genre_facet The Cryosphere
op_source ISSN: 1994-0424
EISSN: 1994-0416
The Cryosphere
https://hal-insu.archives-ouvertes.fr/insu-00844625
The Cryosphere, Copernicus 2012, 6, pp.785- 805. ⟨10.5194/tc-6-785-2012⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-6-785-2012
insu-00844625
https://hal-insu.archives-ouvertes.fr/insu-00844625
https://hal-insu.archives-ouvertes.fr/insu-00844625/document
https://hal-insu.archives-ouvertes.fr/insu-00844625/file/tc-6-785-2012.pdf
doi:10.5194/tc-6-785-2012
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.5194/tc-6-785-2012
container_title The Cryosphere
container_volume 6
container_issue 4
container_start_page 785
op_container_end_page 805
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