Toward a Better Surface Radiation Budget Analysis Over Sea Ice in the High Arctic Ocean: A Comparative Study Between Satellite, Reanalysis, and local‐scale Observations

Abstract 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, espec...

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Published in:Journal of Geophysical Research: Atmospheres
Main Authors: Di Biagio, C., Pelon, J., Blanchard, Y., Loyer, L., Hudson, S., Walden, V., Raut, J. ‐c., Kato, S., Mariage, V., Granskog, M.
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)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://hal.science/hal-04256434
https://doi.org/10.1029/2020JD032555
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spelling ftinsu:oai:HAL:hal-04256434v1 2023-11-12T04:00:07+01:00 Toward 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, C. Pelon, J. Blanchard, Y. Loyer, L. Hudson, S. Walden, V. Raut, J. ‐c. Kato, S. Mariage, V. Granskog, M. 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) 2021-02-27 https://hal.science/hal-04256434 https://doi.org/10.1029/2020JD032555 en eng HAL CCSD American Geophysical Union info:eu-repo/semantics/altIdentifier/doi/10.1029/2020JD032555 hal-04256434 https://hal.science/hal-04256434 doi:10.1029/2020JD032555 ISSN: 2169-897X EISSN: 2169-8996 Journal of Geophysical Research: Atmospheres https://hal.science/hal-04256434 Journal of Geophysical Research: Atmospheres, 2021, 126 (4), ⟨10.1029/2020JD032555⟩ [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2021 ftinsu https://doi.org/10.1029/2020JD032555 2023-10-25T16:22:46Z Abstract 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–June 2015, cloud lidar observations from the Ice‐Atmosphere‐Ocean Observing System and the Cloud and Aerosol Lidar with Orthogonal Polarization are compared to daily and monthly satellite retrievals from the Clouds and the Earth's Radiant Energy System (CERES) and ERA‐Interim and ERA5 reanalysis. 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 albedo Arctic Arctic Ocean Sea ice Svalbard Institut national des sciences de l'Univers: HAL-INSU Arctic Arctic Ocean Svalbard Journal of Geophysical Research: Atmospheres 126 4
institution Open Polar
collection Institut national des sciences de l'Univers: HAL-INSU
op_collection_id ftinsu
language English
topic [SDE]Environmental Sciences
spellingShingle [SDE]Environmental Sciences
Di Biagio, C.
Pelon, J.
Blanchard, Y.
Loyer, L.
Hudson, S.
Walden, V.
Raut, J. ‐c.
Kato, S.
Mariage, V.
Granskog, M.
Toward 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 [SDE]Environmental Sciences
description Abstract 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–June 2015, cloud lidar observations from the Ice‐Atmosphere‐Ocean Observing System and the Cloud and Aerosol Lidar with Orthogonal Polarization are compared to daily and monthly satellite retrievals from the Clouds and the Earth's Radiant Energy System (CERES) and ERA‐Interim and ERA5 reanalysis. 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)
format Article in Journal/Newspaper
author Di Biagio, C.
Pelon, J.
Blanchard, Y.
Loyer, L.
Hudson, S.
Walden, V.
Raut, J. ‐c.
Kato, S.
Mariage, V.
Granskog, M.
author_facet Di Biagio, C.
Pelon, J.
Blanchard, Y.
Loyer, L.
Hudson, S.
Walden, V.
Raut, J. ‐c.
Kato, S.
Mariage, V.
Granskog, M.
author_sort Di Biagio, C.
title Toward 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 Toward 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 Toward 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 Toward 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 Toward 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 toward 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://hal.science/hal-04256434
https://doi.org/10.1029/2020JD032555
geographic Arctic
Arctic Ocean
Svalbard
geographic_facet Arctic
Arctic Ocean
Svalbard
genre albedo
Arctic
Arctic Ocean
Sea ice
Svalbard
genre_facet albedo
Arctic
Arctic Ocean
Sea ice
Svalbard
op_source ISSN: 2169-897X
EISSN: 2169-8996
Journal of Geophysical Research: Atmospheres
https://hal.science/hal-04256434
Journal of Geophysical Research: Atmospheres, 2021, 126 (4), ⟨10.1029/2020JD032555⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1029/2020JD032555
hal-04256434
https://hal.science/hal-04256434
doi:10.1029/2020JD032555
op_doi https://doi.org/10.1029/2020JD032555
container_title Journal of Geophysical Research: Atmospheres
container_volume 126
container_issue 4
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