Effects of Arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses

Spatiotemporal variations and climatological trends in the sea-ice concentration (SIC) are highly important for the energy budget of the lower atmosphere and the upper ocean in the Arctic. To better understand the local, regional, and global impacts of the recent rapid sea-ice decline, one of the ke...

Full description

Bibliographic Details
Main Authors: Uhlíková, Tereza, Vihma, Timo, Karpechko, Alexey Yu, Uotila, Petteri
Other Authors: Ilmatieteen laitos, Finnish Meteorological Institute, orcid:0009-0003-9313-0129, orcid:0000-0002-6557-7084, orcid:0000-0003-0902-0414
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2025
Subjects:
Online Access:http://hdl.handle.net/10138/594015
_version_ 1829298476045828096
author Uhlíková, Tereza
Vihma, Timo
Karpechko, Alexey Yu
Uotila, Petteri
author2 Ilmatieteen laitos
Finnish Meteorological Institute
orcid:0009-0003-9313-0129
orcid:0000-0002-6557-7084
orcid:0000-0003-0902-0414
author_facet Uhlíková, Tereza
Vihma, Timo
Karpechko, Alexey Yu
Uotila, Petteri
author_sort Uhlíková, Tereza
collection HELDA – University of Helsinki Open Repository
description Spatiotemporal variations and climatological trends in the sea-ice concentration (SIC) are highly important for the energy budget of the lower atmosphere and the upper ocean in the Arctic. To better understand the local, regional, and global impacts of the recent rapid sea-ice decline, one of the key issues is to quantify the interactions of SIC and the surface radiative fluxes. We analyse these effects utilizing four global atmospheric reanalyses – ERA5, JRA-55, MERRA-2, and NCEP/CFSR – and evaluate the uncertainties arising from inter-reanalysis differences in the sensitivity of the surface radiative fluxes to SIC. Using daily data over the period 1980–2021, the linear orthogonal distance regression indicates similar sensitivity of surface upward longwave radiation to SIC in all reanalyses with the greatest sensitivity in the cold season November–April (over 150 W m−2 per −0.1 change in SIC) and up to 80 W m−2 per −0.1 change in SIC in May–October. We find that the effect of SIC on surface upward longwave and shortwave radiation has mostly weakened in all seasons between the study periods of 1980–2000 and 2001–2021. The decrease in the sensitivity of upward longwave radiation to SIC can be attributed to the increasing surface temperature of sea ice, which dominated in the inner ice pack, and to the sea-ice decline, which dominated in the marginal ice zone. Approximately 80 % of the decadal decrease in upward shortwave radiation in May–July was caused by a decrease in surface albedo controlled by SIC decrease, and the rest was caused by a decrease in downward shortwave radiation due to the increase in cloudiness that was mostly close to sea-ice margins.
format Article in Journal/Newspaper
genre albedo
Arctic
Arktinen alue
ice pack
Sea ice
genre_facet albedo
Arctic
Arktinen alue
ice pack
Sea ice
geographic Arctic
Merra
geographic_facet Arctic
Merra
id ftunivhelsihelda:oai:helda.helsinki.fi:10138/594015
institution Open Polar
language English
long_lat ENVELOPE(12.615,12.615,65.816,65.816)
op_collection_id ftunivhelsihelda
op_relation Cryosphere
10.5194/tc-19-1031-2025
1994-0416
1994-0424
3
19
118038
http://hdl.handle.net/10138/594015
op_rights CC BY 4.0
publishDate 2025
publisher Copernicus Publications
record_format openpolar
spelling ftunivhelsihelda:oai:helda.helsinki.fi:10138/594015 2025-04-13T14:06:20+00:00 Effects of Arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses Uhlíková, Tereza Vihma, Timo Karpechko, Alexey Yu Uotila, Petteri Ilmatieteen laitos Finnish Meteorological Institute orcid:0009-0003-9313-0129 orcid:0000-0002-6557-7084 orcid:0000-0003-0902-0414 2025-03-14T09:04:00Z 1031-1046 application/pdf http://hdl.handle.net/10138/594015 en eng Copernicus Publications Cryosphere 10.5194/tc-19-1031-2025 1994-0416 1994-0424 3 19 118038 http://hdl.handle.net/10138/594015 CC BY 4.0 radiation ice atmosphere (earth) climate climate changes arctic region pack ice seasons ice cover temperature säteily jää ilmakehä ilmasto ilmastonmuutokset arktinen alue ahtojää vuodenajat jääpeite lämpötilat A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä A1 Journal article (refereed), original research publishedVersion 2025 ftunivhelsihelda 2025-03-17T15:14:41Z Spatiotemporal variations and climatological trends in the sea-ice concentration (SIC) are highly important for the energy budget of the lower atmosphere and the upper ocean in the Arctic. To better understand the local, regional, and global impacts of the recent rapid sea-ice decline, one of the key issues is to quantify the interactions of SIC and the surface radiative fluxes. We analyse these effects utilizing four global atmospheric reanalyses – ERA5, JRA-55, MERRA-2, and NCEP/CFSR – and evaluate the uncertainties arising from inter-reanalysis differences in the sensitivity of the surface radiative fluxes to SIC. Using daily data over the period 1980–2021, the linear orthogonal distance regression indicates similar sensitivity of surface upward longwave radiation to SIC in all reanalyses with the greatest sensitivity in the cold season November–April (over 150 W m−2 per −0.1 change in SIC) and up to 80 W m−2 per −0.1 change in SIC in May–October. We find that the effect of SIC on surface upward longwave and shortwave radiation has mostly weakened in all seasons between the study periods of 1980–2000 and 2001–2021. The decrease in the sensitivity of upward longwave radiation to SIC can be attributed to the increasing surface temperature of sea ice, which dominated in the inner ice pack, and to the sea-ice decline, which dominated in the marginal ice zone. Approximately 80 % of the decadal decrease in upward shortwave radiation in May–July was caused by a decrease in surface albedo controlled by SIC decrease, and the rest was caused by a decrease in downward shortwave radiation due to the increase in cloudiness that was mostly close to sea-ice margins. Article in Journal/Newspaper albedo Arctic Arktinen alue ice pack Sea ice HELDA – University of Helsinki Open Repository Arctic Merra ENVELOPE(12.615,12.615,65.816,65.816)
spellingShingle radiation
ice
atmosphere (earth)
climate
climate changes
arctic region
pack ice
seasons
ice cover
temperature
säteily
jää
ilmakehä
ilmasto
ilmastonmuutokset
arktinen alue
ahtojää
vuodenajat
jääpeite
lämpötilat
Uhlíková, Tereza
Vihma, Timo
Karpechko, Alexey Yu
Uotila, Petteri
Effects of Arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses
title Effects of Arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses
title_full Effects of Arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses
title_fullStr Effects of Arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses
title_full_unstemmed Effects of Arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses
title_short Effects of Arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses
title_sort effects of arctic sea-ice concentration on surface radiative fluxes in four atmospheric reanalyses
topic radiation
ice
atmosphere (earth)
climate
climate changes
arctic region
pack ice
seasons
ice cover
temperature
säteily
jää
ilmakehä
ilmasto
ilmastonmuutokset
arktinen alue
ahtojää
vuodenajat
jääpeite
lämpötilat
topic_facet radiation
ice
atmosphere (earth)
climate
climate changes
arctic region
pack ice
seasons
ice cover
temperature
säteily
jää
ilmakehä
ilmasto
ilmastonmuutokset
arktinen alue
ahtojää
vuodenajat
jääpeite
lämpötilat
url http://hdl.handle.net/10138/594015