A Multi-Sensor and Modeling Approach for Mapping Light Under Sea Ice During the Ice-Growth Season

International audience Arctic sea ice is shifting from a year-round to a seasonal sea ice cover. This substantial transformation, via a reduction in Arctic sea ice extent and a thinning of its thickness, influences the amount of light entering the upper ocean. This in turn impacts underice algal gro...

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Published in:Frontiers in Marine Science
Main Authors: Stroeve, Julienne, Vancoppenolle, Martin, Veyssière, Gaëlle, Lebrun, Marion, Castellani, Giulia, Babin, Marcel, Karcher, Michael, Landy, Jack, Liston, Glen, E, Wilkinson, Jeremy
Other Authors: National Snow and Ice Data Center (NSIDC), University of Colorado Boulder, Department of Earth Sciences UCL London, University College of London London (UCL), Centre for Earth Observation Science Winnipeg, University of Manitoba Winnipeg, Nucleus for European Modeling of the Ocean (NEMO R&D ), Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN), Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)), École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), British Antarctic Survey (BAS), Natural Environment Research Council (NERC), Alfred Wegener Institute Potsdam, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung = Alfred Wegener Institute for Polar and Marine Research = Institut Alfred-Wegener pour la recherche polaire et marine (AWI), Helmholtz-Gemeinschaft = Helmholtz Association-Helmholtz-Gemeinschaft = Helmholtz Association, Takuvik Joint International Laboratory ULAVAL-CNRS, Université Laval Québec (ULaval)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS), Alfred Wegener Institute for Polar and Marine Research (AWI), University of Bristol Bristol, Colorado State University Fort Collins (CSU)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://hal.sorbonne-universite.fr/hal-03132402
https://hal.sorbonne-universite.fr/hal-03132402/document
https://hal.sorbonne-universite.fr/hal-03132402/file/fmars-07-592337.pdf
https://doi.org/10.3389/fmars.2020.592337
id ftunivparis:oai:HAL:hal-03132402v1
record_format openpolar
institution Open Polar
collection Université de Paris: Portail HAL
op_collection_id ftunivparis
language English
topic sea ice
under-ice light
ocean primary productivity
Arctic
marine ecosystems
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
spellingShingle sea ice
under-ice light
ocean primary productivity
Arctic
marine ecosystems
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
Stroeve, Julienne
Vancoppenolle, Martin
Veyssière, Gaëlle
Lebrun, Marion
Castellani, Giulia
Babin, Marcel
Karcher, Michael
Landy, Jack
Liston, Glen, E
Wilkinson, Jeremy
A Multi-Sensor and Modeling Approach for Mapping Light Under Sea Ice During the Ice-Growth Season
topic_facet sea ice
under-ice light
ocean primary productivity
Arctic
marine ecosystems
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
description International audience Arctic sea ice is shifting from a year-round to a seasonal sea ice cover. This substantial transformation, via a reduction in Arctic sea ice extent and a thinning of its thickness, influences the amount of light entering the upper ocean. This in turn impacts underice algal growth and associated ecosystem dynamics. Field campaigns have provided valuable insights as to how snow and ice properties impact light penetration at fixed locations in the Arctic, but to understand the spatial variability in the under-ice light field there is a need to scale up to the pan-Arctic level. Combining information from satellites with state-of-the-art parameterizations is one means to achieve this. This study combines satellite and modeled data products to map under-ice light on a monthly timescale from 2011 through 2018. Key limitations pertain to the availability of satellitederived sea ice thickness, which for radar altimetry, is only available during the sea ice growth season. We clearly show that year-to-year variability in snow depth, along with the fraction of thin ice, plays a key role in how much light enters the Arctic Ocean. This is particularly significant in April, which in some regions, coincides with the beginning of the under-ice algal bloom, whereas we find that ice thickness is the main driver of under-ice light availability at the end of the melt season in October. The extension to the melt season due to a warmer Arctic means that snow accumulation has reduced, which is leading to positive trends in light transmission through snow. This, combined with a thinner ice cover, should lead to increased under-ice PAR also in the summer months.
author2 National Snow and Ice Data Center (NSIDC)
University of Colorado Boulder
Department of Earth Sciences UCL London
University College of London London (UCL)
Centre for Earth Observation Science Winnipeg
University of Manitoba Winnipeg
Nucleus for European Modeling of the Ocean (NEMO R&D )
Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN)
Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636))
École normale supérieure - Paris (ENS-PSL)
Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-École normale supérieure - Paris (ENS-PSL)
Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636))
Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)
British Antarctic Survey (BAS)
Natural Environment Research Council (NERC)
Alfred Wegener Institute Potsdam
Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung = Alfred Wegener Institute for Polar and Marine Research = Institut Alfred-Wegener pour la recherche polaire et marine (AWI)
Helmholtz-Gemeinschaft = Helmholtz Association-Helmholtz-Gemeinschaft = Helmholtz Association
Takuvik Joint International Laboratory ULAVAL-CNRS
Université Laval Québec (ULaval)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)
Alfred Wegener Institute for Polar and Marine Research (AWI)
University of Bristol Bristol
Colorado State University Fort Collins (CSU)
format Article in Journal/Newspaper
author Stroeve, Julienne
Vancoppenolle, Martin
Veyssière, Gaëlle
Lebrun, Marion
Castellani, Giulia
Babin, Marcel
Karcher, Michael
Landy, Jack
Liston, Glen, E
Wilkinson, Jeremy
author_facet Stroeve, Julienne
Vancoppenolle, Martin
Veyssière, Gaëlle
Lebrun, Marion
Castellani, Giulia
Babin, Marcel
Karcher, Michael
Landy, Jack
Liston, Glen, E
Wilkinson, Jeremy
author_sort Stroeve, Julienne
title A Multi-Sensor and Modeling Approach for Mapping Light Under Sea Ice During the Ice-Growth Season
title_short A Multi-Sensor and Modeling Approach for Mapping Light Under Sea Ice During the Ice-Growth Season
title_full A Multi-Sensor and Modeling Approach for Mapping Light Under Sea Ice During the Ice-Growth Season
title_fullStr A Multi-Sensor and Modeling Approach for Mapping Light Under Sea Ice During the Ice-Growth Season
title_full_unstemmed A Multi-Sensor and Modeling Approach for Mapping Light Under Sea Ice During the Ice-Growth Season
title_sort multi-sensor and modeling approach for mapping light under sea ice during the ice-growth season
publisher HAL CCSD
publishDate 2021
url https://hal.sorbonne-universite.fr/hal-03132402
https://hal.sorbonne-universite.fr/hal-03132402/document
https://hal.sorbonne-universite.fr/hal-03132402/file/fmars-07-592337.pdf
https://doi.org/10.3389/fmars.2020.592337
genre Arctic
Arctic Ocean
Sea ice
genre_facet Arctic
Arctic Ocean
Sea ice
op_source ISSN: 2296-7745
Frontiers in Marine Science
https://hal.sorbonne-universite.fr/hal-03132402
Frontiers in Marine Science, 2021, 7, pp.1253. ⟨10.3389/fmars.2020.592337⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3389/fmars.2020.592337
hal-03132402
https://hal.sorbonne-universite.fr/hal-03132402
https://hal.sorbonne-universite.fr/hal-03132402/document
https://hal.sorbonne-universite.fr/hal-03132402/file/fmars-07-592337.pdf
doi:10.3389/fmars.2020.592337
WOS: 000617909000001
op_rights http://creativecommons.org/licenses/by/
info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.3389/fmars.2020.592337
container_title Frontiers in Marine Science
container_volume 7
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spelling ftunivparis:oai:HAL:hal-03132402v1 2024-05-19T07:34:35+00:00 A Multi-Sensor and Modeling Approach for Mapping Light Under Sea Ice During the Ice-Growth Season Stroeve, Julienne Vancoppenolle, Martin Veyssière, Gaëlle Lebrun, Marion Castellani, Giulia Babin, Marcel Karcher, Michael Landy, Jack Liston, Glen, E Wilkinson, Jeremy National Snow and Ice Data Center (NSIDC) University of Colorado Boulder Department of Earth Sciences UCL London University College of London London (UCL) Centre for Earth Observation Science Winnipeg University of Manitoba Winnipeg Nucleus for European Modeling of the Ocean (NEMO R&D ) Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN) Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)) École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité) British Antarctic Survey (BAS) Natural Environment Research Council (NERC) Alfred Wegener Institute Potsdam Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung = Alfred Wegener Institute for Polar and Marine Research = Institut Alfred-Wegener pour la recherche polaire et marine (AWI) Helmholtz-Gemeinschaft = Helmholtz Association-Helmholtz-Gemeinschaft = Helmholtz Association Takuvik Joint International Laboratory ULAVAL-CNRS Université Laval Québec (ULaval)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS) Alfred Wegener Institute for Polar and Marine Research (AWI) University of Bristol Bristol Colorado State University Fort Collins (CSU) 2021-02-03 https://hal.sorbonne-universite.fr/hal-03132402 https://hal.sorbonne-universite.fr/hal-03132402/document https://hal.sorbonne-universite.fr/hal-03132402/file/fmars-07-592337.pdf https://doi.org/10.3389/fmars.2020.592337 en eng HAL CCSD Frontiers Media info:eu-repo/semantics/altIdentifier/doi/10.3389/fmars.2020.592337 hal-03132402 https://hal.sorbonne-universite.fr/hal-03132402 https://hal.sorbonne-universite.fr/hal-03132402/document https://hal.sorbonne-universite.fr/hal-03132402/file/fmars-07-592337.pdf doi:10.3389/fmars.2020.592337 WOS: 000617909000001 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 2296-7745 Frontiers in Marine Science https://hal.sorbonne-universite.fr/hal-03132402 Frontiers in Marine Science, 2021, 7, pp.1253. ⟨10.3389/fmars.2020.592337⟩ sea ice under-ice light ocean primary productivity Arctic marine ecosystems [SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography info:eu-repo/semantics/article Journal articles 2021 ftunivparis https://doi.org/10.3389/fmars.2020.592337 2024-04-23T03:41:14Z International audience Arctic sea ice is shifting from a year-round to a seasonal sea ice cover. This substantial transformation, via a reduction in Arctic sea ice extent and a thinning of its thickness, influences the amount of light entering the upper ocean. This in turn impacts underice algal growth and associated ecosystem dynamics. Field campaigns have provided valuable insights as to how snow and ice properties impact light penetration at fixed locations in the Arctic, but to understand the spatial variability in the under-ice light field there is a need to scale up to the pan-Arctic level. Combining information from satellites with state-of-the-art parameterizations is one means to achieve this. This study combines satellite and modeled data products to map under-ice light on a monthly timescale from 2011 through 2018. Key limitations pertain to the availability of satellitederived sea ice thickness, which for radar altimetry, is only available during the sea ice growth season. We clearly show that year-to-year variability in snow depth, along with the fraction of thin ice, plays a key role in how much light enters the Arctic Ocean. This is particularly significant in April, which in some regions, coincides with the beginning of the under-ice algal bloom, whereas we find that ice thickness is the main driver of under-ice light availability at the end of the melt season in October. The extension to the melt season due to a warmer Arctic means that snow accumulation has reduced, which is leading to positive trends in light transmission through snow. This, combined with a thinner ice cover, should lead to increased under-ice PAR also in the summer months. Article in Journal/Newspaper Arctic Arctic Ocean Sea ice Université de Paris: Portail HAL Frontiers in Marine Science 7