Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055
Global climate models (CMIP6 models) are the basis for future predictions and projections, but these models typically have large biases in their mean state of the Arctic Ocean. Considering a transect across the Arctic Ocean, with a focus on the depths between 100-700m, we show that the model spread...
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ftunivhelsihelda:oai:helda.helsinki.fi:10138/566386 2024-01-07T09:40:39+01:00 Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 Reinertsen Langehaug, Helene Sagen, Hanne Stallemo, A. Uotila, Petteri Rautiainen, Laura Malskær Olsen, Steffen Devilliers, Marion Yang, Shuting Storheim, E. Institute for Atmospheric and Earth System Research (INAR) 2023-10-24T06:16:01Z 21 application/pdf http://hdl.handle.net/10138/566386 eng eng Frontiers Media 10.3389/fmars.2023.1211562 Reinertsen Langehaug , H , Sagen , H , Stallemo , A , Uotila , P , Rautiainen , L , Malskær Olsen , S , Devilliers , M , Yang , S & Storheim , E 2023 , ' Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 ' , Frontiers in Marine Science , vol. 10 , 1211562 . https://doi.org/10.3389/fmars.2023.1211562 ORCID: /0000-0002-2939-7561/work/145464241 85175829454 eef34239-2c56-432f-9d83-f6e184c09f9e http://hdl.handle.net/10138/566386 001095809800001 cc_by openAccess info:eu-repo/semantics/openAccess 1171 Geosciences 114 Physical sciences Article publishedVersion 2023 ftunivhelsihelda 2023-12-14T00:05:44Z Global climate models (CMIP6 models) are the basis for future predictions and projections, but these models typically have large biases in their mean state of the Arctic Ocean. Considering a transect across the Arctic Ocean, with a focus on the depths between 100-700m, we show that the model spread for temperature and salinity anomalies increases significantly during the period 2025-2045. The maximum model spread is reached in the period 2045-2055 with a standard deviation 10 times higher than in 1993-2010. The CMIP6 models agree that there will be warming, but do not agree on the degree of warming. This aspect is important for long-term management of societal and ecological perspectives in the Arctic region. We therefore test a new approach to find models with good performance. We assess how CMIP6 models represent the horizontal patterns of temperature and salinity in the period 1993-2010. Based on this, we find four models with relatively good performance (MPI-ESM1-2-HR, IPSL-CM6A-LR, CESM2-WACCM, MRI-ESM2-0). For a more robust model evaluation, we consider additional metrics (e.g., climate sensitivity, ocean heat transport) and also compare our results with other recent CMIP6 studies in the Arctic Ocean. Based on this, we find that two of the models have an overall better performance (MPI-ESM1-2-HR, IPSL-CM6A-LR). Considering projected changes for temperature for the period 2045-2055 in the high end ssp585 scenario, these two models show a similar warming in the Mid Layer (300-700m; 1.1-1.5 degrees C). However, in the low end ssp126 scenario, IPSL-CM6A-LR shows a considerably higher warming than MPI-ESM1-2-HR. In contrast to the projected warming by both models, the projected salinity changes for the period 2045-2055 are very different; MPI-ESM1-2-HR shows a freshening in the Upper Layer (100-300m), whereas IPSL-CM6A-LR shows a salinification in this layer. This is the case for both scenarios. The source of the model spread appears to be in the Eurasian Basin, where warm waters enter the Arctic. Finally, we ... Article in Journal/Newspaper Arctic Arctic Arctic Ocean HELDA – University of Helsinki Open Repository Arctic Arctic Ocean Frontiers in Marine Science 10 |
institution |
Open Polar |
collection |
HELDA – University of Helsinki Open Repository |
op_collection_id |
ftunivhelsihelda |
language |
English |
topic |
1171 Geosciences 114 Physical sciences |
spellingShingle |
1171 Geosciences 114 Physical sciences Reinertsen Langehaug, Helene Sagen, Hanne Stallemo, A. Uotila, Petteri Rautiainen, Laura Malskær Olsen, Steffen Devilliers, Marion Yang, Shuting Storheim, E. Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 |
topic_facet |
1171 Geosciences 114 Physical sciences |
description |
Global climate models (CMIP6 models) are the basis for future predictions and projections, but these models typically have large biases in their mean state of the Arctic Ocean. Considering a transect across the Arctic Ocean, with a focus on the depths between 100-700m, we show that the model spread for temperature and salinity anomalies increases significantly during the period 2025-2045. The maximum model spread is reached in the period 2045-2055 with a standard deviation 10 times higher than in 1993-2010. The CMIP6 models agree that there will be warming, but do not agree on the degree of warming. This aspect is important for long-term management of societal and ecological perspectives in the Arctic region. We therefore test a new approach to find models with good performance. We assess how CMIP6 models represent the horizontal patterns of temperature and salinity in the period 1993-2010. Based on this, we find four models with relatively good performance (MPI-ESM1-2-HR, IPSL-CM6A-LR, CESM2-WACCM, MRI-ESM2-0). For a more robust model evaluation, we consider additional metrics (e.g., climate sensitivity, ocean heat transport) and also compare our results with other recent CMIP6 studies in the Arctic Ocean. Based on this, we find that two of the models have an overall better performance (MPI-ESM1-2-HR, IPSL-CM6A-LR). Considering projected changes for temperature for the period 2045-2055 in the high end ssp585 scenario, these two models show a similar warming in the Mid Layer (300-700m; 1.1-1.5 degrees C). However, in the low end ssp126 scenario, IPSL-CM6A-LR shows a considerably higher warming than MPI-ESM1-2-HR. In contrast to the projected warming by both models, the projected salinity changes for the period 2045-2055 are very different; MPI-ESM1-2-HR shows a freshening in the Upper Layer (100-300m), whereas IPSL-CM6A-LR shows a salinification in this layer. This is the case for both scenarios. The source of the model spread appears to be in the Eurasian Basin, where warm waters enter the Arctic. Finally, we ... |
author2 |
Institute for Atmospheric and Earth System Research (INAR) |
format |
Article in Journal/Newspaper |
author |
Reinertsen Langehaug, Helene Sagen, Hanne Stallemo, A. Uotila, Petteri Rautiainen, Laura Malskær Olsen, Steffen Devilliers, Marion Yang, Shuting Storheim, E. |
author_facet |
Reinertsen Langehaug, Helene Sagen, Hanne Stallemo, A. Uotila, Petteri Rautiainen, Laura Malskær Olsen, Steffen Devilliers, Marion Yang, Shuting Storheim, E. |
author_sort |
Reinertsen Langehaug, Helene |
title |
Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 |
title_short |
Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 |
title_full |
Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 |
title_fullStr |
Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 |
title_full_unstemmed |
Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 |
title_sort |
constraining cmip6 estimates of arctic ocean temperature and salinity in 2025-2055 |
publisher |
Frontiers Media |
publishDate |
2023 |
url |
http://hdl.handle.net/10138/566386 |
geographic |
Arctic Arctic Ocean |
geographic_facet |
Arctic Arctic Ocean |
genre |
Arctic Arctic Arctic Ocean |
genre_facet |
Arctic Arctic Arctic Ocean |
op_relation |
10.3389/fmars.2023.1211562 Reinertsen Langehaug , H , Sagen , H , Stallemo , A , Uotila , P , Rautiainen , L , Malskær Olsen , S , Devilliers , M , Yang , S & Storheim , E 2023 , ' Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 ' , Frontiers in Marine Science , vol. 10 , 1211562 . https://doi.org/10.3389/fmars.2023.1211562 ORCID: /0000-0002-2939-7561/work/145464241 85175829454 eef34239-2c56-432f-9d83-f6e184c09f9e http://hdl.handle.net/10138/566386 001095809800001 |
op_rights |
cc_by openAccess info:eu-repo/semantics/openAccess |
container_title |
Frontiers in Marine Science |
container_volume |
10 |
_version_ |
1787421491813416960 |