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, Wilkinson, Jeremy
Other Authors: National Snow and Ice Data Center (NSIDC), University of Colorado Boulder, Nucleus for European Modeling of the Ocean (NEMO R&D ), Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN), Institut Pierre-Simon-Laplace (IPSL (FR_636)), École normale supérieure - Paris (ENS Paris), 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 de Paris (UP)-École normale supérieure - Paris (ENS Paris), 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 de Paris (UP)-Institut de Recherche pour le Développement (IRD)-Muséum national d'Histoire naturelle (MNHN)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-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)-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 de Paris (UP)-Institut de Recherche pour le Développement (IRD)-Muséum national d'Histoire naturelle (MNHN)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU), University College of London London (UCL), Alfred Wegener Institute Potsdam, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung (AWI), Takuvik Joint International Laboratory ULAVAL-CNRS, Université Laval Québec (ULaval)-Centre National de la Recherche Scientifique (CNRS), University of Bristol Bristol, Colorado State University Fort Collins (CSU), British Antarctic Survey (BAS), Natural Environment Research Council (NERC)
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 ftccsdartic:oai:HAL:hal-03132402v1
record_format openpolar
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 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,
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
Nucleus for European Modeling of the Ocean (NEMO R&D )
Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN)
Institut Pierre-Simon-Laplace (IPSL (FR_636))
École normale supérieure - Paris (ENS Paris)
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 de Paris (UP)-École normale supérieure - Paris (ENS Paris)
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 de Paris (UP)-Institut de Recherche pour le Développement (IRD)-Muséum national d'Histoire naturelle (MNHN)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-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)-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 de Paris (UP)-Institut de Recherche pour le Développement (IRD)-Muséum national d'Histoire naturelle (MNHN)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)
University College of London London (UCL)
Alfred Wegener Institute Potsdam
Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung (AWI)
Takuvik Joint International Laboratory ULAVAL-CNRS
Université Laval Québec (ULaval)-Centre National de la Recherche Scientifique (CNRS)
University of Bristol Bristol
Colorado State University Fort Collins (CSU)
British Antarctic Survey (BAS)
Natural Environment Research Council (NERC)
format Article in Journal/Newspaper
author Stroeve, Julienne
Vancoppenolle, Martin
Veyssière, Gaëlle
Lebrun, Marion
Castellani, Giulia
Babin, Marcel
Karcher, Michael
Landy, Jack
Liston, Glen,
Wilkinson, Jeremy
author_facet Stroeve, Julienne
Vancoppenolle, Martin
Veyssière, Gaëlle
Lebrun, Marion
Castellani, Giulia
Babin, Marcel
Karcher, Michael
Landy, Jack
Liston, Glen,
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
geographic Arctic
Arctic Ocean
geographic_facet Arctic
Arctic Ocean
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, Frontiers Media, 2021, 7, ⟨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
op_rights 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 ftccsdartic:oai:HAL:hal-03132402v1 2023-05-15T14:41:21+02:00 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, Wilkinson, Jeremy National Snow and Ice Data Center (NSIDC) University of Colorado Boulder Nucleus for European Modeling of the Ocean (NEMO R&D ) Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN) Institut Pierre-Simon-Laplace (IPSL (FR_636)) École normale supérieure - Paris (ENS Paris) 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 de Paris (UP)-École normale supérieure - Paris (ENS Paris) 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 de Paris (UP)-Institut de Recherche pour le Développement (IRD)-Muséum national d'Histoire naturelle (MNHN)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-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)-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 de Paris (UP)-Institut de Recherche pour le Développement (IRD)-Muséum national d'Histoire naturelle (MNHN)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU) University College of London London (UCL) Alfred Wegener Institute Potsdam Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung (AWI) Takuvik Joint International Laboratory ULAVAL-CNRS Université Laval Québec (ULaval)-Centre National de la Recherche Scientifique (CNRS) University of Bristol Bristol Colorado State University Fort Collins (CSU) British Antarctic Survey (BAS) Natural Environment Research Council (NERC) 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 info:eu-repo/semantics/OpenAccess ISSN: 2296-7745 Frontiers in Marine Science https://hal.sorbonne-universite.fr/hal-03132402 Frontiers in Marine Science, Frontiers Media, 2021, 7, ⟨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 ftccsdartic https://doi.org/10.3389/fmars.2020.592337 2021-12-19T00:31:21Z 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 Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Arctic Arctic Ocean Frontiers in Marine Science 7