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Effects of Increasing the Category Resolution of the Sea Ice Thickness Distribution in a Coupled Climate Model on Arctic and Antarctic Sea Ice Mean StateMany modern sea ice models used in global climate models represent the subgrid-scale heterogeneity in sea ice thickness with an ice thickness distribution (ITD), which improves model realism by representing the significant impact of the high spatial heterogeneity of sea ice thickness on thermodynamic and dynamic processes. Most models default to five thickness categories. However, little has been done to explore the effects of the resolution of this distribution (number of categories) on sea-ice feedbacks in a coupled model framework and resulting representation of the sea ice mean state. Here, we explore this using sensitivity experiments in CESM2 with the standard 5 ice thickness categories and 15 ice thickness categories. Increasing the resolution of the ITD in a run with preindustrial climate forcing results in substantially thicker Arctic sea ice year-round. Analyses show that this is a result of the ITD influence on ice strength. With 15 ITD categories, weaker ice occurs for the same average thickness, resulting in a higher fraction of ridged sea ice. In contrast, the higher resolution of thin ice categories results in enhanced heat conduction and bottom growth and leads to only somewhat increased winter Antarctic sea ice volume. The spatial resolution of the ICESat-2 satellite mission provides a new opportunity to compare model outputs with observations of seasonal evolution of the ITD in the Arctic (ICESat-2; 2018–2021). Comparisons highlight significant differences from the ITD modeled with both runs over this period, likely pointing to underlying issues contributing to the representation of average thickness.
Document ID
20230001715
Acquisition Source
Goddard Space Flight Center
Document Type
Accepted Manuscript (Version with final changes)
Authors
Madison M. Smith ORCID
(Woods Hole Oceanographic Institution Falmouth, Massachusetts, United States)
Marika M. Holland ORCID
(National Center for Atmospheric Research Boulder, Colorado, United States)
Alek A. Petty ORCID
(University of Maryland, College Park College Park, Maryland, United States)
Bonnie Light ORCID
(University of Washington Seattle, Washington, United States)
David A. Bailey ORCID
(National Center for Atmospheric Research Boulder, Colorado, United States)
Date Acquired
February 3, 2023
Publication Date
September 29, 2022
Publication Information
Publication: Journal of Geophysical Research: Oceans
Publisher: American Geophysical Union / Wiley
Volume: 127
Issue: 10
Issue Publication Date: October 1, 2022
e-ISSN: 2169-9291
Subject Category
Geosciences (General)
Oceanography
Funding Number(s)
PROJECT: NASA ICESat-2
CONTRACT_GRANT: NNX17AE79A
CONTRACT_GRANT: NSF OPP-1724467
CONTRACT_GRANT: NSF OPP-1724748
CONTRACT_GRANT: NSF OPP-2138787
CONTRACT_GRANT: NSF 1852977
Distribution Limits
Public
Copyright
Portions of document may include copyright protected material.
Technical Review
External Peer Committee
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