Land-atmosphere interactions in sub-polar and alpine climates in the CORDEX flagship pilot study Land Use and Climate Across Scales (LUCAS) models -Part 1: Evaluation of the snow-albedo effect

International audience Abstract. Seasonal snow cover plays a major role in the climate system of the Northern Hemisphere via its effect on land surface albedo and fluxes. In climate models the parameterization of interactions between snow and atmosphere remains a source of uncertainty and biases in...

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Published in:The Cryosphere
Main Authors: Daloz, Anne, Sophie, Schwingshackl, Clemens, Mooney, Priscilla, Strada, Susanna, Rechid, Diana, Davin, Edouard, L, Katragkou, Eleni, de Noblet-Ducoudré, Nathalie, Belda, Michal, Halenka, Tomas, Breil, Marcus, Cardoso, Rita, M, Hoffmann, Peter, Lima, Daniela, C A, Meier, Ronny, Soares, Pedro, M M, Sofiadis, Giannis, Strandberg, Gustav, Toelle, Merja, H, Lund, Marianne, T
Other Authors: Center for International Climate and Environmental Research Oslo (CICERO), University of Oslo (UiO), Norwegian Research Center (NORCE), Abdus Salam International Centre for Theoretical Physics Trieste (ICTP), Climate Service Center Hambourg (GERICS), Helmholtz-Zentrum Geesthacht (GKSS), Oeschger Centre for Climate Change Research (OCCR), Universität Bern / University of Bern (UNIBE), Aristotle University of Thessaloniki, Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Univerzita Karlova Praha, Česká republika = Charles University Prague, Czech Republic (UK), Karlsruhe Institute of Technology (KIT), Instituto Dom Luiz, Universidade de Lisboa = University of Lisbon (ULISBOA), Swedish Meteorological and Hydrological Institute (SMHI), Center for Environmental Systems Research Kassel (CESR), Universität Kassel Kassel
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2022
Subjects:
Online Access:https://hal.science/hal-03702851
https://hal.science/hal-03702851/document
https://hal.science/hal-03702851/file/tc-16-2403-2022.pdf
https://doi.org/10.5194/tc-16-2403-2022
id ftuniversailles:oai:HAL:hal-03702851v1
record_format openpolar
institution Open Polar
collection Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQ
op_collection_id ftuniversailles
language English
topic [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
spellingShingle [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
Daloz, Anne, Sophie
Schwingshackl, Clemens
Mooney, Priscilla
Strada, Susanna
Rechid, Diana
Davin, Edouard, L
Katragkou, Eleni
de Noblet-Ducoudré, Nathalie
Belda, Michal
Halenka, Tomas
Breil, Marcus
Cardoso, Rita, M
Hoffmann, Peter
Lima, Daniela, C A
Meier, Ronny
Soares, Pedro, M M
Sofiadis, Giannis
Strandberg, Gustav
Toelle, Merja, H
Lund, Marianne, T
Land-atmosphere interactions in sub-polar and alpine climates in the CORDEX flagship pilot study Land Use and Climate Across Scales (LUCAS) models -Part 1: Evaluation of the snow-albedo effect
topic_facet [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces
environment
description International audience Abstract. Seasonal snow cover plays a major role in the climate system of the Northern Hemisphere via its effect on land surface albedo and fluxes. In climate models the parameterization of interactions between snow and atmosphere remains a source of uncertainty and biases in the representation of local and global climate. Here, we evaluate the ability of an ensemble of regional climate models (RCMs) coupled with different land surface models to simulate snow–atmosphere interactions over Europe in winter and spring. We use a previously defined index, the snow-albedo sensitivity index (SASI), to quantify the radiative forcing associated with snow cover anomalies. By comparing RCM-derived SASI values with SASI calculated from reanalyses and satellite retrievals, we show that an accurate simulation of snow cover is essential for correctly reproducing the observed forcing over middle and high latitudes in Europe. The choice of parameterizations, and primarily the choice of the land surface model, strongly influences the representation of SASI as it affects the ability of climate models to simulate snow cover accurately. The degree of agreement between the datasets differs between the accumulation and ablation periods, with the latter one presenting the greatest challenge for the RCMs. Given the dominant role of land surface processes in the simulation of snow cover during the ablation period, the results suggest that, during this time period, the choice of the land surface model is more critical for the representation of SASI than the atmospheric model.
author2 Center for International Climate and Environmental Research Oslo (CICERO)
University of Oslo (UiO)
Norwegian Research Center (NORCE)
Abdus Salam International Centre for Theoretical Physics Trieste (ICTP)
Climate Service Center Hambourg (GERICS)
Helmholtz-Zentrum Geesthacht (GKSS)
Oeschger Centre for Climate Change Research (OCCR)
Universität Bern / University of Bern (UNIBE)
Aristotle University of Thessaloniki
Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE)
Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA))
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)
Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR)
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA))
Univerzita Karlova Praha, Česká republika = Charles University Prague, Czech Republic (UK)
Karlsruhe Institute of Technology (KIT)
Instituto Dom Luiz
Universidade de Lisboa = University of Lisbon (ULISBOA)
Swedish Meteorological and Hydrological Institute (SMHI)
Center for Environmental Systems Research Kassel (CESR)
Universität Kassel Kassel
format Article in Journal/Newspaper
author Daloz, Anne, Sophie
Schwingshackl, Clemens
Mooney, Priscilla
Strada, Susanna
Rechid, Diana
Davin, Edouard, L
Katragkou, Eleni
de Noblet-Ducoudré, Nathalie
Belda, Michal
Halenka, Tomas
Breil, Marcus
Cardoso, Rita, M
Hoffmann, Peter
Lima, Daniela, C A
Meier, Ronny
Soares, Pedro, M M
Sofiadis, Giannis
Strandberg, Gustav
Toelle, Merja, H
Lund, Marianne, T
author_facet Daloz, Anne, Sophie
Schwingshackl, Clemens
Mooney, Priscilla
Strada, Susanna
Rechid, Diana
Davin, Edouard, L
Katragkou, Eleni
de Noblet-Ducoudré, Nathalie
Belda, Michal
Halenka, Tomas
Breil, Marcus
Cardoso, Rita, M
Hoffmann, Peter
Lima, Daniela, C A
Meier, Ronny
Soares, Pedro, M M
Sofiadis, Giannis
Strandberg, Gustav
Toelle, Merja, H
Lund, Marianne, T
author_sort Daloz, Anne, Sophie
title Land-atmosphere interactions in sub-polar and alpine climates in the CORDEX flagship pilot study Land Use and Climate Across Scales (LUCAS) models -Part 1: Evaluation of the snow-albedo effect
title_short Land-atmosphere interactions in sub-polar and alpine climates in the CORDEX flagship pilot study Land Use and Climate Across Scales (LUCAS) models -Part 1: Evaluation of the snow-albedo effect
title_full Land-atmosphere interactions in sub-polar and alpine climates in the CORDEX flagship pilot study Land Use and Climate Across Scales (LUCAS) models -Part 1: Evaluation of the snow-albedo effect
title_fullStr Land-atmosphere interactions in sub-polar and alpine climates in the CORDEX flagship pilot study Land Use and Climate Across Scales (LUCAS) models -Part 1: Evaluation of the snow-albedo effect
title_full_unstemmed Land-atmosphere interactions in sub-polar and alpine climates in the CORDEX flagship pilot study Land Use and Climate Across Scales (LUCAS) models -Part 1: Evaluation of the snow-albedo effect
title_sort land-atmosphere interactions in sub-polar and alpine climates in the cordex flagship pilot study land use and climate across scales (lucas) models -part 1: evaluation of the snow-albedo effect
publisher HAL CCSD
publishDate 2022
url https://hal.science/hal-03702851
https://hal.science/hal-03702851/document
https://hal.science/hal-03702851/file/tc-16-2403-2022.pdf
https://doi.org/10.5194/tc-16-2403-2022
genre The Cryosphere
genre_facet The Cryosphere
op_source ISSN: 1994-0424
EISSN: 1994-0416
The Cryosphere
https://hal.science/hal-03702851
The Cryosphere, 2022, 16 (6), pp.2403-2419. ⟨10.5194/tc-16-2403-2022⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-16-2403-2022
hal-03702851
https://hal.science/hal-03702851
https://hal.science/hal-03702851/document
https://hal.science/hal-03702851/file/tc-16-2403-2022.pdf
doi:10.5194/tc-16-2403-2022
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.5194/tc-16-2403-2022
container_title The Cryosphere
container_volume 16
container_issue 6
container_start_page 2403
op_container_end_page 2419
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spelling ftuniversailles:oai:HAL:hal-03702851v1 2024-05-12T08:11:56+00:00 Land-atmosphere interactions in sub-polar and alpine climates in the CORDEX flagship pilot study Land Use and Climate Across Scales (LUCAS) models -Part 1: Evaluation of the snow-albedo effect Daloz, Anne, Sophie Schwingshackl, Clemens Mooney, Priscilla Strada, Susanna Rechid, Diana Davin, Edouard, L Katragkou, Eleni de Noblet-Ducoudré, Nathalie Belda, Michal Halenka, Tomas Breil, Marcus Cardoso, Rita, M Hoffmann, Peter Lima, Daniela, C A Meier, Ronny Soares, Pedro, M M Sofiadis, Giannis Strandberg, Gustav Toelle, Merja, H Lund, Marianne, T Center for International Climate and Environmental Research Oslo (CICERO) University of Oslo (UiO) Norwegian Research Center (NORCE) Abdus Salam International Centre for Theoretical Physics Trieste (ICTP) Climate Service Center Hambourg (GERICS) Helmholtz-Zentrum Geesthacht (GKSS) Oeschger Centre for Climate Change Research (OCCR) Universität Bern / University of Bern (UNIBE) Aristotle University of Thessaloniki Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA) Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) Univerzita Karlova Praha, Česká republika = Charles University Prague, Czech Republic (UK) Karlsruhe Institute of Technology (KIT) Instituto Dom Luiz Universidade de Lisboa = University of Lisbon (ULISBOA) Swedish Meteorological and Hydrological Institute (SMHI) Center for Environmental Systems Research Kassel (CESR) Universität Kassel Kassel 2022-06-22 https://hal.science/hal-03702851 https://hal.science/hal-03702851/document https://hal.science/hal-03702851/file/tc-16-2403-2022.pdf https://doi.org/10.5194/tc-16-2403-2022 en eng HAL CCSD Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-16-2403-2022 hal-03702851 https://hal.science/hal-03702851 https://hal.science/hal-03702851/document https://hal.science/hal-03702851/file/tc-16-2403-2022.pdf doi:10.5194/tc-16-2403-2022 info:eu-repo/semantics/OpenAccess ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://hal.science/hal-03702851 The Cryosphere, 2022, 16 (6), pp.2403-2419. ⟨10.5194/tc-16-2403-2022⟩ [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [SDU.ENVI]Sciences of the Universe [physics]/Continental interfaces environment info:eu-repo/semantics/article Journal articles 2022 ftuniversailles https://doi.org/10.5194/tc-16-2403-2022 2024-04-18T00:23:49Z International audience Abstract. Seasonal snow cover plays a major role in the climate system of the Northern Hemisphere via its effect on land surface albedo and fluxes. In climate models the parameterization of interactions between snow and atmosphere remains a source of uncertainty and biases in the representation of local and global climate. Here, we evaluate the ability of an ensemble of regional climate models (RCMs) coupled with different land surface models to simulate snow–atmosphere interactions over Europe in winter and spring. We use a previously defined index, the snow-albedo sensitivity index (SASI), to quantify the radiative forcing associated with snow cover anomalies. By comparing RCM-derived SASI values with SASI calculated from reanalyses and satellite retrievals, we show that an accurate simulation of snow cover is essential for correctly reproducing the observed forcing over middle and high latitudes in Europe. The choice of parameterizations, and primarily the choice of the land surface model, strongly influences the representation of SASI as it affects the ability of climate models to simulate snow cover accurately. The degree of agreement between the datasets differs between the accumulation and ablation periods, with the latter one presenting the greatest challenge for the RCMs. Given the dominant role of land surface processes in the simulation of snow cover during the ablation period, the results suggest that, during this time period, the choice of the land surface model is more critical for the representation of SASI than the atmospheric model. Article in Journal/Newspaper The Cryosphere Université de Versailles Saint-Quentin-en-Yvelines: HAL-UVSQ The Cryosphere 16 6 2403 2419