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 under-ice algal gr...
Published in: | Frontiers in Marine Science |
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Main Authors: | , , , , , , , , , |
Other Authors: | , , , , , , , , , , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
HAL CCSD
2021
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Subjects: | |
Online Access: | https://hal.archives-ouvertes.fr/hal-03458244 https://hal.archives-ouvertes.fr/hal-03458244/document https://hal.archives-ouvertes.fr/hal-03458244/file/fmars-07-592337.pdf https://doi.org/10.3389/fmars.2020.592337 |
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ftunivnantes:oai:HAL:hal-03458244v1 |
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openpolar |
institution |
Open Polar |
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Université de Nantes: HAL-UNIV-NANTES |
op_collection_id |
ftunivnantes |
language |
English |
topic |
[SDE]Environmental Sciences |
spellingShingle |
[SDE]Environmental Sciences 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 |
[SDE]Environmental Sciences |
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 under-ice 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 time-scale from 2011 through 2018. Key limitations pertain to the availability of satellite-derived 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 |
Centre for Earth Observation Science Winnipeg University of Manitoba Winnipeg Department of Earth Sciences UCL London University College of London London (UCL) 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) 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 for Polar and Marine Research (AWI) 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) School of Geographical Sciences Bristol University of Bristol Bristol Cooperative Institute for Research in the Atmosphere (CIRA) 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.archives-ouvertes.fr/hal-03458244 https://hal.archives-ouvertes.fr/hal-03458244/document https://hal.archives-ouvertes.fr/hal-03458244/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.archives-ouvertes.fr/hal-03458244 Frontiers in Marine Science, Frontiers Media, 2021, 7, pp.1253. ⟨10.3389/fmars.2020.592337⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.3389/fmars.2020.592337 hal-03458244 https://hal.archives-ouvertes.fr/hal-03458244 https://hal.archives-ouvertes.fr/hal-03458244/document https://hal.archives-ouvertes.fr/hal-03458244/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 |
_version_ |
1766315025842044928 |
spelling |
ftunivnantes:oai:HAL:hal-03458244v1 2023-05-15T14:43:22+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 E. Wilkinson, Jeremy Centre for Earth Observation Science Winnipeg University of Manitoba Winnipeg Department of Earth Sciences UCL London University College of London London (UCL) 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) 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 for Polar and Marine Research (AWI) 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) School of Geographical Sciences Bristol University of Bristol Bristol Cooperative Institute for Research in the Atmosphere (CIRA) Colorado State University Fort Collins (CSU) 2021-02-03 https://hal.archives-ouvertes.fr/hal-03458244 https://hal.archives-ouvertes.fr/hal-03458244/document https://hal.archives-ouvertes.fr/hal-03458244/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-03458244 https://hal.archives-ouvertes.fr/hal-03458244 https://hal.archives-ouvertes.fr/hal-03458244/document https://hal.archives-ouvertes.fr/hal-03458244/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.archives-ouvertes.fr/hal-03458244 Frontiers in Marine Science, Frontiers Media, 2021, 7, pp.1253. ⟨10.3389/fmars.2020.592337⟩ [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2021 ftunivnantes https://doi.org/10.3389/fmars.2020.592337 2022-07-12T23:07:46Z 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 under-ice 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 time-scale from 2011 through 2018. Key limitations pertain to the availability of satellite-derived 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 Nantes: HAL-UNIV-NANTES Arctic Arctic Ocean Frontiers in Marine Science 7 |