Towards a better surface radiation budget analysis over sea ice in the high Arctic Ocean: a comparative study between satellite, reanalysis, and local‒scale observations

International audience Reanalysis datasets from atmospheric models and satellite products are often used for Arctic surface shortwave (SW) and longwave (LW) radiative budget analyses, but they suffer from limitations and require validation against local‒scale observations. These are rare in the high...

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Published in:Journal of Geophysical Research: Atmospheres
Main Authors: Di Biagio, Claudia, Pelon, Jacques, Blanchard, Y., Loyer, Lilian, Hudson, Stephen R., Walden, V., P., Raut, Jean-Christophe, Kato, S., Mariage, Vincent, Granskog, Mats, A.
Other Authors: Laboratoire Interuniversitaire des Systèmes Atmosphériques (LISA (UMR_7583)), Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), 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), Centre ESCER, Université du Québec à Montréal = University of Québec in Montréal (UQAM), Norwegian Polar Institute, Department of Civil and Environmental Engineering Pullman (CEE), Washington State University (WSU), NASA Langley Research Center Hampton (LaRC), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS), ANR-10-EQPX-0013,PLANAQUA,PLAteforme expérimentale NAtionale d'écologie aQUAtique(2010), ANR-10-EQPX-0032,IAOOS,Système d'observation de la glace, de l'atmopshère et de l'océan en Arctique(2010)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://insu.hal.science/insu-03040609
https://insu.hal.science/insu-03040609v1/document
https://insu.hal.science/insu-03040609v1/file/dibiagio_2020.pdf
https://doi.org/10.1029/2020JD032555
id ftuniparissaclay:oai:HAL:insu-03040609v1
record_format openpolar
institution Open Polar
collection Archives ouvertes de Paris-Saclay
op_collection_id ftuniparissaclay
language English
topic [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph]
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
spellingShingle [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph]
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
Di Biagio, Claudia
Pelon, Jacques
Blanchard, Y.
Loyer, Lilian
Hudson, Stephen R.
Walden, V., P.
Raut, Jean-Christophe
Kato, S.
Mariage, Vincent
Granskog, Mats, A.
Towards a better surface radiation budget analysis over sea ice in the high Arctic Ocean: a comparative study between satellite, reanalysis, and local‒scale observations
topic_facet [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph]
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
description International audience Reanalysis datasets from atmospheric models and satellite products are often used for Arctic surface shortwave (SW) and longwave (LW) radiative budget analyses, but they suffer from limitations and require validation against local‒scale observations. These are rare in the high Arctic, especially for longer periods that include seasonal transitions. In this study, radiation and meteorological observations acquired during the Norwegian Young Sea Ice Cruise (N‒ICE2015) campaign over sea ice north of Svalbard (80‒83°N, 5‒25°E) from January to June 2015, cloud lidar observations from the Ice‒Atmosphere‒Ocean Observing System (IAOOS) and the Cloud and Aerosol Lidar with Orthogonal Polarization (CALIOP) are compared to daily and monthly satellite retrievals from the Clouds and the Earth's Radiant Energy System (CERES) and ERA‒Interim and ERA5 reanalyses. Results indicate that surface temperature is a significant driver for winter LW radiation biases in both satellite and reanalysis data, along with cloud optical depth in CERES. In May the SW and LW downwelling irradiances are close to observations and cloud properties are well captured (except for ERA‐Interim), while SW upward irradiances are biased low due to surface albedo biases in all datasets. Net SW and LW radiation biases are comparable (⁓20‒30 Wm‒2) but opposite in sign for ERA‒Interim and CERES in May, which allows for error compensation. Biases reduce to ±10 Wm‒2 in ERA5. In June downward LW remains biased low (8‒10 Wm‒2) in all datasets suggesting unsettled cloud representation issues. Surface albedo always differs by more than 0.1 between datasets, leading to significant SW and total flux differences.
author2 Laboratoire Interuniversitaire des Systèmes Atmosphériques (LISA (UMR_7583))
Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)
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)
Centre ESCER
Université du Québec à Montréal = University of Québec in Montréal (UQAM)
Norwegian Polar Institute
Department of Civil and Environmental Engineering Pullman (CEE)
Washington State University (WSU)
NASA Langley Research Center Hampton (LaRC)
Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)
ANR-10-EQPX-0013,PLANAQUA,PLAteforme expérimentale NAtionale d'écologie aQUAtique(2010)
ANR-10-EQPX-0032,IAOOS,Système d'observation de la glace, de l'atmopshère et de l'océan en Arctique(2010)
format Article in Journal/Newspaper
author Di Biagio, Claudia
Pelon, Jacques
Blanchard, Y.
Loyer, Lilian
Hudson, Stephen R.
Walden, V., P.
Raut, Jean-Christophe
Kato, S.
Mariage, Vincent
Granskog, Mats, A.
author_facet Di Biagio, Claudia
Pelon, Jacques
Blanchard, Y.
Loyer, Lilian
Hudson, Stephen R.
Walden, V., P.
Raut, Jean-Christophe
Kato, S.
Mariage, Vincent
Granskog, Mats, A.
author_sort Di Biagio, Claudia
title Towards a better surface radiation budget analysis over sea ice in the high Arctic Ocean: a comparative study between satellite, reanalysis, and local‒scale observations
title_short Towards a better surface radiation budget analysis over sea ice in the high Arctic Ocean: a comparative study between satellite, reanalysis, and local‒scale observations
title_full Towards a better surface radiation budget analysis over sea ice in the high Arctic Ocean: a comparative study between satellite, reanalysis, and local‒scale observations
title_fullStr Towards a better surface radiation budget analysis over sea ice in the high Arctic Ocean: a comparative study between satellite, reanalysis, and local‒scale observations
title_full_unstemmed Towards a better surface radiation budget analysis over sea ice in the high Arctic Ocean: a comparative study between satellite, reanalysis, and local‒scale observations
title_sort towards a better surface radiation budget analysis over sea ice in the high arctic ocean: a comparative study between satellite, reanalysis, and local‒scale observations
publisher HAL CCSD
publishDate 2021
url https://insu.hal.science/insu-03040609
https://insu.hal.science/insu-03040609v1/document
https://insu.hal.science/insu-03040609v1/file/dibiagio_2020.pdf
https://doi.org/10.1029/2020JD032555
geographic Arctic
Arctic Ocean
Svalbard
geographic_facet Arctic
Arctic Ocean
Svalbard
genre Sea ice
Svalbard
genre_facet Sea ice
Svalbard
op_source ISSN: 2169-897X
EISSN: 2169-8996
Journal of Geophysical Research: Atmospheres
https://insu.hal.science/insu-03040609
Journal of Geophysical Research: Atmospheres, 2021, 126 (4), pp.e2020JD032555. ⟨10.1029/2020JD032555⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1029/2020JD032555
doi:10.1029/2020JD032555
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.1029/2020JD032555
container_title Journal of Geophysical Research: Atmospheres
container_volume 126
container_issue 4
_version_ 1814277813367209984
spelling ftuniparissaclay:oai:HAL:insu-03040609v1 2024-10-29T17:47:35+00:00 Towards a better surface radiation budget analysis over sea ice in the high Arctic Ocean: a comparative study between satellite, reanalysis, and local‒scale observations Di Biagio, Claudia Pelon, Jacques Blanchard, Y. Loyer, Lilian Hudson, Stephen R. Walden, V., P. Raut, Jean-Christophe Kato, S. Mariage, Vincent Granskog, Mats, A. Laboratoire Interuniversitaire des Systèmes Atmosphériques (LISA (UMR_7583)) Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité) 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) Centre ESCER Université du Québec à Montréal = University of Québec in Montréal (UQAM) Norwegian Polar Institute Department of Civil and Environmental Engineering Pullman (CEE) Washington State University (WSU) NASA Langley Research Center Hampton (LaRC) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS) ANR-10-EQPX-0013,PLANAQUA,PLAteforme expérimentale NAtionale d'écologie aQUAtique(2010) ANR-10-EQPX-0032,IAOOS,Système d'observation de la glace, de l'atmopshère et de l'océan en Arctique(2010) 2021 https://insu.hal.science/insu-03040609 https://insu.hal.science/insu-03040609v1/document https://insu.hal.science/insu-03040609v1/file/dibiagio_2020.pdf https://doi.org/10.1029/2020JD032555 en eng HAL CCSD American Geophysical Union info:eu-repo/semantics/altIdentifier/doi/10.1029/2020JD032555 doi:10.1029/2020JD032555 info:eu-repo/semantics/OpenAccess ISSN: 2169-897X EISSN: 2169-8996 Journal of Geophysical Research: Atmospheres https://insu.hal.science/insu-03040609 Journal of Geophysical Research: Atmospheres, 2021, 126 (4), pp.e2020JD032555. ⟨10.1029/2020JD032555⟩ [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph] [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere info:eu-repo/semantics/article Journal articles 2021 ftuniparissaclay https://doi.org/10.1029/2020JD032555 2024-10-03T23:59:12Z International audience Reanalysis datasets from atmospheric models and satellite products are often used for Arctic surface shortwave (SW) and longwave (LW) radiative budget analyses, but they suffer from limitations and require validation against local‒scale observations. These are rare in the high Arctic, especially for longer periods that include seasonal transitions. In this study, radiation and meteorological observations acquired during the Norwegian Young Sea Ice Cruise (N‒ICE2015) campaign over sea ice north of Svalbard (80‒83°N, 5‒25°E) from January to June 2015, cloud lidar observations from the Ice‒Atmosphere‒Ocean Observing System (IAOOS) and the Cloud and Aerosol Lidar with Orthogonal Polarization (CALIOP) are compared to daily and monthly satellite retrievals from the Clouds and the Earth's Radiant Energy System (CERES) and ERA‒Interim and ERA5 reanalyses. Results indicate that surface temperature is a significant driver for winter LW radiation biases in both satellite and reanalysis data, along with cloud optical depth in CERES. In May the SW and LW downwelling irradiances are close to observations and cloud properties are well captured (except for ERA‐Interim), while SW upward irradiances are biased low due to surface albedo biases in all datasets. Net SW and LW radiation biases are comparable (⁓20‒30 Wm‒2) but opposite in sign for ERA‒Interim and CERES in May, which allows for error compensation. Biases reduce to ±10 Wm‒2 in ERA5. In June downward LW remains biased low (8‒10 Wm‒2) in all datasets suggesting unsettled cloud representation issues. Surface albedo always differs by more than 0.1 between datasets, leading to significant SW and total flux differences. Article in Journal/Newspaper Sea ice Svalbard Archives ouvertes de Paris-Saclay Arctic Arctic Ocean Svalbard Journal of Geophysical Research: Atmospheres 126 4