Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution

Abstract The West Antarctic Ice Sheet (WAIS) is losing ice and its annual contribution to sea level is increasing. The future behaviour of WAIS will impact societies worldwide, yet deep uncertainty remains in the expected rate of ice loss. High-impact low-likelihood scenarios of sea-level rise are n...

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Main Authors: C. Rosie Williams, Pierre Thodoroff, Robert J. Arthern, James Byrne, J. Scott Hosking, Markus Kaiser, Neil D. Lawrence, Ieva Kazlauskaite
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Communications Earth & Environment
Online Access:https://doi.org/10.1038/s43247-025-02010-z
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author C. Rosie Williams
Pierre Thodoroff
Robert J. Arthern
James Byrne
J. Scott Hosking
Markus Kaiser
Neil D. Lawrence
Ieva Kazlauskaite
author_facet C. Rosie Williams
Pierre Thodoroff
Robert J. Arthern
James Byrne
J. Scott Hosking
Markus Kaiser
Neil D. Lawrence
Ieva Kazlauskaite
author_sort C. Rosie Williams
collection DOAJ
description Abstract The West Antarctic Ice Sheet (WAIS) is losing ice and its annual contribution to sea level is increasing. The future behaviour of WAIS will impact societies worldwide, yet deep uncertainty remains in the expected rate of ice loss. High-impact low-likelihood scenarios of sea-level rise are needed by risk-averse stakeholders but are particularly difficult to constrain. Here, we combine traditional model simulations of the Amundsen Sea sector of WAIS with Gaussian process emulation to show that ice-sheet models capable of resolving kilometre-scale basal topography will be needed to assess the probability of extreme scenarios of sea-level rise. This resolution exceeds many state-of-the-art continent-scale simulations. Our ice-sheet model simulations show that coarser resolutions tend to project a larger range of sea-level contributions than finer resolutions, inflating the tails of the distribution. We therefore caution against relying purely upon simulations 5 km or coarser when assessing the potential for societally important high-impact sea-level rise.
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spelling doaj-art-56d0dd7a40524a05884a8d7ba005a87d2025-02-02T12:44:06ZengNature PortfolioCommunications Earth & Environment2662-44352025-01-016111410.1038/s43247-025-02010-zCalculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolutionC. Rosie Williams0Pierre Thodoroff1Robert J. Arthern2James Byrne3J. Scott Hosking4Markus Kaiser5Neil D. Lawrence6Ieva Kazlauskaite7British Antarctic SurveyDepartment of Computer Science and Technology, University of CambridgeBritish Antarctic SurveyBritish Antarctic SurveyBritish Antarctic SurveyDepartment of Computer Science and Technology, University of CambridgeDepartment of Computer Science and Technology, University of CambridgeDepartment of Engineering, University of CambridgeAbstract The West Antarctic Ice Sheet (WAIS) is losing ice and its annual contribution to sea level is increasing. The future behaviour of WAIS will impact societies worldwide, yet deep uncertainty remains in the expected rate of ice loss. High-impact low-likelihood scenarios of sea-level rise are needed by risk-averse stakeholders but are particularly difficult to constrain. Here, we combine traditional model simulations of the Amundsen Sea sector of WAIS with Gaussian process emulation to show that ice-sheet models capable of resolving kilometre-scale basal topography will be needed to assess the probability of extreme scenarios of sea-level rise. This resolution exceeds many state-of-the-art continent-scale simulations. Our ice-sheet model simulations show that coarser resolutions tend to project a larger range of sea-level contributions than finer resolutions, inflating the tails of the distribution. We therefore caution against relying purely upon simulations 5 km or coarser when assessing the potential for societally important high-impact sea-level rise.https://doi.org/10.1038/s43247-025-02010-z
spellingShingle C. Rosie Williams
Pierre Thodoroff
Robert J. Arthern
James Byrne
J. Scott Hosking
Markus Kaiser
Neil D. Lawrence
Ieva Kazlauskaite
Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution
Communications Earth & Environment
title Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution
title_full Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution
title_fullStr Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution
title_full_unstemmed Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution
title_short Calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution
title_sort calculations of extreme sea level rise scenarios are strongly dependent on ice sheet model resolution
url https://doi.org/10.1038/s43247-025-02010-z
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