The representation of sea salt aerosols and their role in polar climate within CMIP6
International audience Natural aerosols and their interactions with clouds remain an important uncertainty within climate models, especially at the poles. Here, we study the behavior of sea salt aerosols (SSaer) in the Arctic and Antarctic within 12 climate models from CMIP6. We investigate the driv...
Published in: | Journal of Geophysical Research: Atmospheres |
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Main Authors: | , , , , , , , , , , , , , |
Other Authors: | , , , , , , , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
HAL CCSD
2023
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Subjects: | |
Online Access: | https://insu.hal.science/insu-04020054 https://insu.hal.science/insu-04020054v2/document https://insu.hal.science/insu-04020054v2/file/JGR%20Atmospheres%20-%202023%20-%20Lapere%20-%20Sea%20Salt%20Aerosols.pdf https://doi.org/10.1029/2022jd038235 |
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ftuniparissaclay:oai:HAL:insu-04020054v2 |
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Open Polar |
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Archives ouvertes de Paris-Saclay |
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ftuniparissaclay |
language |
English |
topic |
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology |
spellingShingle |
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology Lapere, Rémy Thomas, Jennie, L Marelle, Louis Ekman, Annica, M. L. Frey, Markus, M Lund, Marianne, Tronstad Makkonen, Risto Ranjithkumar, Ananth Salter, Matthew, E Samset, Bjørn, Hallvard Schulz, Michael Sogacheva, Larisa Yang, Xin Zieger, Paul The representation of sea salt aerosols and their role in polar climate within CMIP6 |
topic_facet |
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology |
description |
International audience Natural aerosols and their interactions with clouds remain an important uncertainty within climate models, especially at the poles. Here, we study the behavior of sea salt aerosols (SSaer) in the Arctic and Antarctic within 12 climate models from CMIP6. We investigate the driving factors that control SSaer abundances and show large differences based on the choice of the source function, and the representation of aerosol processes in the atmosphere. Close to the poles, the CMIP6 models do not match observed seasonal cycles of surface concentrations, likely due to the absence of wintertime SSaer sources such as blowing snow. Further away from the poles, simulated concentrations have the correct seasonality, but have a positive mean bias of up to one order of magnitude. SSaer optical depth is derived from the MODIS data and compared to modeled values, revealing good agreement, except for winter months. Better agreement for AOD than surface concentration may indicate a need for improving the vertical distribution, the size distribution and/or hygroscopicity of modeled polar SSaer. Source functions used in CMIP6 emit very different numbers of small SSaer, potentially exacerbating cloud-aerosol interaction uncertainties in these remote regions. For future climate scenarios SSP126 and SSP585, we show that SSaer concentrations increase at both poles at the end of the 21st century, with more than two times mid-20th century values in the Arctic. The pre-industrial climate CMIP6 experiments suggest there is a large uncertainty in the polar radiative budget due to SSaer. |
author2 |
Institut des Géosciences de l’Environnement (IGE) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Observatoire des Sciences de l'Univers de Grenoble (Fédération OSUG)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP) Université Grenoble Alpes (UGA) TROPO - LATMOS Laboratoire Atmosphères, Milieux, Observations Spatiales (LATMOS) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS) Department of Meteorology Stockholm (MISU) Stockholm University Bolin Centre for Climate Research British Antarctic Survey (BAS) Natural Environment Research Council (NERC) Center for International Climate and Environmental Research Oslo (CICERO) University of Oslo (UiO) Faculty of Informatics and Mathematics (FMI) Fakultät für Informatik und Mathematik Norwegian Meteorological Institute Oslo (MET) Finnish Meteorological Institute (FMI) Department of Environmental Science Lancaster Lancaster University |
format |
Article in Journal/Newspaper |
author |
Lapere, Rémy Thomas, Jennie, L Marelle, Louis Ekman, Annica, M. L. Frey, Markus, M Lund, Marianne, Tronstad Makkonen, Risto Ranjithkumar, Ananth Salter, Matthew, E Samset, Bjørn, Hallvard Schulz, Michael Sogacheva, Larisa Yang, Xin Zieger, Paul |
author_facet |
Lapere, Rémy Thomas, Jennie, L Marelle, Louis Ekman, Annica, M. L. Frey, Markus, M Lund, Marianne, Tronstad Makkonen, Risto Ranjithkumar, Ananth Salter, Matthew, E Samset, Bjørn, Hallvard Schulz, Michael Sogacheva, Larisa Yang, Xin Zieger, Paul |
author_sort |
Lapere, Rémy |
title |
The representation of sea salt aerosols and their role in polar climate within CMIP6 |
title_short |
The representation of sea salt aerosols and their role in polar climate within CMIP6 |
title_full |
The representation of sea salt aerosols and their role in polar climate within CMIP6 |
title_fullStr |
The representation of sea salt aerosols and their role in polar climate within CMIP6 |
title_full_unstemmed |
The representation of sea salt aerosols and their role in polar climate within CMIP6 |
title_sort |
representation of sea salt aerosols and their role in polar climate within cmip6 |
publisher |
HAL CCSD |
publishDate |
2023 |
url |
https://insu.hal.science/insu-04020054 https://insu.hal.science/insu-04020054v2/document https://insu.hal.science/insu-04020054v2/file/JGR%20Atmospheres%20-%202023%20-%20Lapere%20-%20Sea%20Salt%20Aerosols.pdf https://doi.org/10.1029/2022jd038235 |
geographic |
Arctic Antarctic |
geographic_facet |
Arctic Antarctic |
genre |
Antarc* |
genre_facet |
Antarc* |
op_source |
ISSN: 2169-897X EISSN: 2169-8996 Journal of Geophysical Research: Atmospheres https://insu.hal.science/insu-04020054 Journal of Geophysical Research: Atmospheres, 2023, 128 (6), pp.e2022JD038235. ⟨10.1029/2022jd038235⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.1029/2022jd038235 doi:10.1029/2022jd038235 |
op_rights |
http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess |
op_doi |
https://doi.org/10.1029/2022jd038235 |
container_title |
Journal of Geophysical Research: Atmospheres |
container_volume |
128 |
container_issue |
6 |
_version_ |
1814274765752369152 |
spelling |
ftuniparissaclay:oai:HAL:insu-04020054v2 2024-10-29T17:40:31+00:00 The representation of sea salt aerosols and their role in polar climate within CMIP6 Lapere, Rémy Thomas, Jennie, L Marelle, Louis Ekman, Annica, M. L. Frey, Markus, M Lund, Marianne, Tronstad Makkonen, Risto Ranjithkumar, Ananth Salter, Matthew, E Samset, Bjørn, Hallvard Schulz, Michael Sogacheva, Larisa Yang, Xin Zieger, Paul Institut des Géosciences de l’Environnement (IGE) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Observatoire des Sciences de l'Univers de Grenoble (Fédération OSUG)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP) Université Grenoble Alpes (UGA) TROPO - LATMOS Laboratoire Atmosphères, Milieux, Observations Spatiales (LATMOS) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS) Department of Meteorology Stockholm (MISU) Stockholm University Bolin Centre for Climate Research British Antarctic Survey (BAS) Natural Environment Research Council (NERC) Center for International Climate and Environmental Research Oslo (CICERO) University of Oslo (UiO) Faculty of Informatics and Mathematics (FMI) Fakultät für Informatik und Mathematik Norwegian Meteorological Institute Oslo (MET) Finnish Meteorological Institute (FMI) Department of Environmental Science Lancaster Lancaster University 2023 https://insu.hal.science/insu-04020054 https://insu.hal.science/insu-04020054v2/document https://insu.hal.science/insu-04020054v2/file/JGR%20Atmospheres%20-%202023%20-%20Lapere%20-%20Sea%20Salt%20Aerosols.pdf https://doi.org/10.1029/2022jd038235 en eng HAL CCSD American Geophysical Union info:eu-repo/semantics/altIdentifier/doi/10.1029/2022jd038235 doi:10.1029/2022jd038235 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 2169-897X EISSN: 2169-8996 Journal of Geophysical Research: Atmospheres https://insu.hal.science/insu-04020054 Journal of Geophysical Research: Atmospheres, 2023, 128 (6), pp.e2022JD038235. ⟨10.1029/2022jd038235⟩ [SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology info:eu-repo/semantics/article Journal articles 2023 ftuniparissaclay https://doi.org/10.1029/2022jd038235 2024-10-03T23:59:11Z International audience Natural aerosols and their interactions with clouds remain an important uncertainty within climate models, especially at the poles. Here, we study the behavior of sea salt aerosols (SSaer) in the Arctic and Antarctic within 12 climate models from CMIP6. We investigate the driving factors that control SSaer abundances and show large differences based on the choice of the source function, and the representation of aerosol processes in the atmosphere. Close to the poles, the CMIP6 models do not match observed seasonal cycles of surface concentrations, likely due to the absence of wintertime SSaer sources such as blowing snow. Further away from the poles, simulated concentrations have the correct seasonality, but have a positive mean bias of up to one order of magnitude. SSaer optical depth is derived from the MODIS data and compared to modeled values, revealing good agreement, except for winter months. Better agreement for AOD than surface concentration may indicate a need for improving the vertical distribution, the size distribution and/or hygroscopicity of modeled polar SSaer. Source functions used in CMIP6 emit very different numbers of small SSaer, potentially exacerbating cloud-aerosol interaction uncertainties in these remote regions. For future climate scenarios SSP126 and SSP585, we show that SSaer concentrations increase at both poles at the end of the 21st century, with more than two times mid-20th century values in the Arctic. The pre-industrial climate CMIP6 experiments suggest there is a large uncertainty in the polar radiative budget due to SSaer. Article in Journal/Newspaper Antarc* Archives ouvertes de Paris-Saclay Arctic Antarctic Journal of Geophysical Research: Atmospheres 128 6 |