Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity

The Antarctic sea ice area expanded significantly during 1979–2015. This is at odds with state-of-the-art climate models, which typically simulate a receding Antarctic sea ice cover in response to increasing greenhouse forcing. Here, we investigate the hypothesis that this discrepancy between models...

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Main Authors: Sun, Shantong, Eisenman, Ian
Format: Article in Journal/Newspaper
Language:unknown
Published: Nature Publishing Group 2021
Subjects:
Online Access:https://authors.library.caltech.edu/108070/
https://authors.library.caltech.edu/108070/1/s41467-021-21412-z.pdf
https://authors.library.caltech.edu/108070/4/41467_2021_21412_MOESM1_ESM.pdf
https://authors.library.caltech.edu/108070/6/41467_2021_21412_MOESM2_ESM.pdf
https://resolver.caltech.edu/CaltechAUTHORS:20210216-134914202
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spelling ftcaltechauth:oai:authors.library.caltech.edu:108070 2023-05-15T13:59:21+02:00 Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity Sun, Shantong Eisenman, Ian 2021-02-16 application/pdf https://authors.library.caltech.edu/108070/ https://authors.library.caltech.edu/108070/1/s41467-021-21412-z.pdf https://authors.library.caltech.edu/108070/4/41467_2021_21412_MOESM1_ESM.pdf https://authors.library.caltech.edu/108070/6/41467_2021_21412_MOESM2_ESM.pdf https://resolver.caltech.edu/CaltechAUTHORS:20210216-134914202 unknown Nature Publishing Group https://authors.library.caltech.edu/108070/1/s41467-021-21412-z.pdf https://authors.library.caltech.edu/108070/4/41467_2021_21412_MOESM1_ESM.pdf https://authors.library.caltech.edu/108070/6/41467_2021_21412_MOESM2_ESM.pdf Sun, Shantong and Eisenman, Ian (2021) Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity. Nature Communications, 12 . Art. No. 1060. ISSN 2041-1723. https://resolver.caltech.edu/CaltechAUTHORS:20210216-134914202 <https://resolver.caltech.edu/CaltechAUTHORS:20210216-134914202> Article PeerReviewed 2021 ftcaltechauth 2021-02-18T18:09:19Z The Antarctic sea ice area expanded significantly during 1979–2015. This is at odds with state-of-the-art climate models, which typically simulate a receding Antarctic sea ice cover in response to increasing greenhouse forcing. Here, we investigate the hypothesis that this discrepancy between models and observations occurs due to simulation biases in the sea ice drift velocity. As a control we use the Community Earth System Model (CESM) Large Ensemble, which has 40 realizations of past and future climate change that all undergo Antarctic sea ice retreat during recent decades. We modify CESM to replace the simulated sea ice velocity field with a satellite-derived estimate of the observed sea ice motion, and we simulate 3 realizations of recent climate change. We find that the Antarctic sea ice expands in all 3 of these realizations, with the simulated spatial structure of the expansion bearing resemblance to observations. The results suggest that the reason CESM has failed to capture the observed Antarctic sea ice expansion is due to simulation biases in the sea ice drift velocity, implying that an improved representation of sea ice motion is crucial for more accurate sea ice projections. Article in Journal/Newspaper Antarc* Antarctic Sea ice Caltech Authors (California Institute of Technology) Antarctic The Antarctic
institution Open Polar
collection Caltech Authors (California Institute of Technology)
op_collection_id ftcaltechauth
language unknown
description The Antarctic sea ice area expanded significantly during 1979–2015. This is at odds with state-of-the-art climate models, which typically simulate a receding Antarctic sea ice cover in response to increasing greenhouse forcing. Here, we investigate the hypothesis that this discrepancy between models and observations occurs due to simulation biases in the sea ice drift velocity. As a control we use the Community Earth System Model (CESM) Large Ensemble, which has 40 realizations of past and future climate change that all undergo Antarctic sea ice retreat during recent decades. We modify CESM to replace the simulated sea ice velocity field with a satellite-derived estimate of the observed sea ice motion, and we simulate 3 realizations of recent climate change. We find that the Antarctic sea ice expands in all 3 of these realizations, with the simulated spatial structure of the expansion bearing resemblance to observations. The results suggest that the reason CESM has failed to capture the observed Antarctic sea ice expansion is due to simulation biases in the sea ice drift velocity, implying that an improved representation of sea ice motion is crucial for more accurate sea ice projections.
format Article in Journal/Newspaper
author Sun, Shantong
Eisenman, Ian
spellingShingle Sun, Shantong
Eisenman, Ian
Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity
author_facet Sun, Shantong
Eisenman, Ian
author_sort Sun, Shantong
title Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity
title_short Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity
title_full Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity
title_fullStr Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity
title_full_unstemmed Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity
title_sort observed antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity
publisher Nature Publishing Group
publishDate 2021
url https://authors.library.caltech.edu/108070/
https://authors.library.caltech.edu/108070/1/s41467-021-21412-z.pdf
https://authors.library.caltech.edu/108070/4/41467_2021_21412_MOESM1_ESM.pdf
https://authors.library.caltech.edu/108070/6/41467_2021_21412_MOESM2_ESM.pdf
https://resolver.caltech.edu/CaltechAUTHORS:20210216-134914202
geographic Antarctic
The Antarctic
geographic_facet Antarctic
The Antarctic
genre Antarc*
Antarctic
Sea ice
genre_facet Antarc*
Antarctic
Sea ice
op_relation https://authors.library.caltech.edu/108070/1/s41467-021-21412-z.pdf
https://authors.library.caltech.edu/108070/4/41467_2021_21412_MOESM1_ESM.pdf
https://authors.library.caltech.edu/108070/6/41467_2021_21412_MOESM2_ESM.pdf
Sun, Shantong and Eisenman, Ian (2021) Observed Antarctic sea ice expansion reproduced in a climate model after correcting biases in sea ice drift velocity. Nature Communications, 12 . Art. No. 1060. ISSN 2041-1723. https://resolver.caltech.edu/CaltechAUTHORS:20210216-134914202 <https://resolver.caltech.edu/CaltechAUTHORS:20210216-134914202>
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