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...

Full description

Bibliographic Details
Published in:Frontiers in Marine Science
Main Authors: Langehaug, Helene Reinertsen, Sagen, Hanne, Stallemo, A., Uotila, Petteri, Rautiainen, L., Olsen, Steffen Malskær, Devilliers, Marion, Yang, Shuting, Storheim, E.
Format: Article in Journal/Newspaper
Language:unknown
Published: Frontiers Media SA 2023
Subjects:
Online Access:http://dx.doi.org/10.3389/fmars.2023.1211562
https://www.frontiersin.org/articles/10.3389/fmars.2023.1211562/full
id crfrontiers:10.3389/fmars.2023.1211562
record_format openpolar
spelling crfrontiers:10.3389/fmars.2023.1211562 2024-02-11T10:00:29+01:00 Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055 Langehaug, Helene Reinertsen Sagen, Hanne Stallemo, A. Uotila, Petteri Rautiainen, L. Olsen, Steffen Malskær Devilliers, Marion Yang, Shuting Storheim, E. 2023 http://dx.doi.org/10.3389/fmars.2023.1211562 https://www.frontiersin.org/articles/10.3389/fmars.2023.1211562/full unknown Frontiers Media SA https://creativecommons.org/licenses/by/4.0/ Frontiers in Marine Science volume 10 ISSN 2296-7745 Ocean Engineering Water Science and Technology Aquatic Science Global and Planetary Change Oceanography journal-article 2023 crfrontiers https://doi.org/10.3389/fmars.2023.1211562 2024-01-26T10:08:03Z 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 ° 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 Ocean Frontiers (Publisher) Arctic Arctic Ocean Frontiers in Marine Science 10
institution Open Polar
collection Frontiers (Publisher)
op_collection_id crfrontiers
language unknown
topic Ocean Engineering
Water Science and Technology
Aquatic Science
Global and Planetary Change
Oceanography
spellingShingle Ocean Engineering
Water Science and Technology
Aquatic Science
Global and Planetary Change
Oceanography
Langehaug, Helene Reinertsen
Sagen, Hanne
Stallemo, A.
Uotila, Petteri
Rautiainen, L.
Olsen, Steffen Malskær
Devilliers, Marion
Yang, Shuting
Storheim, E.
Constraining CMIP6 estimates of Arctic Ocean temperature and salinity in 2025-2055
topic_facet Ocean Engineering
Water Science and Technology
Aquatic Science
Global and Planetary Change
Oceanography
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 ° 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 ...
format Article in Journal/Newspaper
author Langehaug, Helene Reinertsen
Sagen, Hanne
Stallemo, A.
Uotila, Petteri
Rautiainen, L.
Olsen, Steffen Malskær
Devilliers, Marion
Yang, Shuting
Storheim, E.
author_facet Langehaug, Helene Reinertsen
Sagen, Hanne
Stallemo, A.
Uotila, Petteri
Rautiainen, L.
Olsen, Steffen Malskær
Devilliers, Marion
Yang, Shuting
Storheim, E.
author_sort Langehaug, Helene Reinertsen
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 SA
publishDate 2023
url http://dx.doi.org/10.3389/fmars.2023.1211562
https://www.frontiersin.org/articles/10.3389/fmars.2023.1211562/full
geographic Arctic
Arctic Ocean
geographic_facet Arctic
Arctic Ocean
genre Arctic
Arctic Ocean
genre_facet Arctic
Arctic Ocean
op_source Frontiers in Marine Science
volume 10
ISSN 2296-7745
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3389/fmars.2023.1211562
container_title Frontiers in Marine Science
container_volume 10
_version_ 1790596209965006848