A statistical fracture model for Antarctic ice shelves and glaciers

Antarctica and Greenland hold enough ice to raise sea level by more than 65 m if both ice sheets were to melt completely. Predicting future ice sheet mass balance depends on our ability to model these ice sheets, which is limited by our current understanding of several key physical processes, such a...

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Bibliographic Details
Published in:The Cryosphere
Main Authors: V. Emetc, P. Tregoning, M. Morlighem, C. Borstad, M. Sambridge
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2018
Subjects:
geo
Online Access:https://doi.org/10.5194/tc-12-3187-2018
https://www.the-cryosphere.net/12/3187/2018/tc-12-3187-2018.pdf
https://doaj.org/article/9e9a949d1e3d479eac750bd986541084
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spelling fttriple:oai:gotriple.eu:oai:doaj.org/article:9e9a949d1e3d479eac750bd986541084 2023-05-15T14:03:52+02:00 A statistical fracture model for Antarctic ice shelves and glaciers V. Emetc P. Tregoning M. Morlighem C. Borstad M. Sambridge 2018-10-01 https://doi.org/10.5194/tc-12-3187-2018 https://www.the-cryosphere.net/12/3187/2018/tc-12-3187-2018.pdf https://doaj.org/article/9e9a949d1e3d479eac750bd986541084 en eng Copernicus Publications doi:10.5194/tc-12-3187-2018 1994-0416 1994-0424 https://www.the-cryosphere.net/12/3187/2018/tc-12-3187-2018.pdf https://doaj.org/article/9e9a949d1e3d479eac750bd986541084 undefined The Cryosphere, Vol 12, Pp 3187-3213 (2018) geo envir Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2018 fttriple https://doi.org/10.5194/tc-12-3187-2018 2023-01-22T17:53:03Z Antarctica and Greenland hold enough ice to raise sea level by more than 65 m if both ice sheets were to melt completely. Predicting future ice sheet mass balance depends on our ability to model these ice sheets, which is limited by our current understanding of several key physical processes, such as iceberg calving. Large-scale ice flow models either ignore this process or represent it crudely. To model fractured zones, an important component of many calving models, continuum damage mechanics as well as linear fracture mechanics are commonly used. However, these methods have a large number of uncertainties when applied across the entire Antarctic continent because the models were typically tuned to match processes seen on particular ice shelves. Here we present an alternative, statistics-based method to model the most probable zones of the location of fractures and demonstrate our approach on all main ice shelf regions in Antarctica, including the Antarctic Peninsula. We can predict the location of observed fractures with an average success rate of 84 % for grounded ice and 61 % for floating ice and a mean overestimation error rate of 26 % and 20 %, respectively. We found that Antarctic ice shelves can be classified into groups based on the factors that control fracture location. Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antarctica Greenland Ice Sheet Ice Shelf Ice Shelves Iceberg* The Cryosphere Unknown Antarctic Antarctic Peninsula Greenland The Antarctic The Cryosphere 12 10 3187 3213
institution Open Polar
collection Unknown
op_collection_id fttriple
language English
topic geo
envir
spellingShingle geo
envir
V. Emetc
P. Tregoning
M. Morlighem
C. Borstad
M. Sambridge
A statistical fracture model for Antarctic ice shelves and glaciers
topic_facet geo
envir
description Antarctica and Greenland hold enough ice to raise sea level by more than 65 m if both ice sheets were to melt completely. Predicting future ice sheet mass balance depends on our ability to model these ice sheets, which is limited by our current understanding of several key physical processes, such as iceberg calving. Large-scale ice flow models either ignore this process or represent it crudely. To model fractured zones, an important component of many calving models, continuum damage mechanics as well as linear fracture mechanics are commonly used. However, these methods have a large number of uncertainties when applied across the entire Antarctic continent because the models were typically tuned to match processes seen on particular ice shelves. Here we present an alternative, statistics-based method to model the most probable zones of the location of fractures and demonstrate our approach on all main ice shelf regions in Antarctica, including the Antarctic Peninsula. We can predict the location of observed fractures with an average success rate of 84 % for grounded ice and 61 % for floating ice and a mean overestimation error rate of 26 % and 20 %, respectively. We found that Antarctic ice shelves can be classified into groups based on the factors that control fracture location.
format Article in Journal/Newspaper
author V. Emetc
P. Tregoning
M. Morlighem
C. Borstad
M. Sambridge
author_facet V. Emetc
P. Tregoning
M. Morlighem
C. Borstad
M. Sambridge
author_sort V. Emetc
title A statistical fracture model for Antarctic ice shelves and glaciers
title_short A statistical fracture model for Antarctic ice shelves and glaciers
title_full A statistical fracture model for Antarctic ice shelves and glaciers
title_fullStr A statistical fracture model for Antarctic ice shelves and glaciers
title_full_unstemmed A statistical fracture model for Antarctic ice shelves and glaciers
title_sort statistical fracture model for antarctic ice shelves and glaciers
publisher Copernicus Publications
publishDate 2018
url https://doi.org/10.5194/tc-12-3187-2018
https://www.the-cryosphere.net/12/3187/2018/tc-12-3187-2018.pdf
https://doaj.org/article/9e9a949d1e3d479eac750bd986541084
geographic Antarctic
Antarctic Peninsula
Greenland
The Antarctic
geographic_facet Antarctic
Antarctic Peninsula
Greenland
The Antarctic
genre Antarc*
Antarctic
Antarctic Peninsula
Antarctica
Greenland
Ice Sheet
Ice Shelf
Ice Shelves
Iceberg*
The Cryosphere
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antarctica
Greenland
Ice Sheet
Ice Shelf
Ice Shelves
Iceberg*
The Cryosphere
op_source The Cryosphere, Vol 12, Pp 3187-3213 (2018)
op_relation doi:10.5194/tc-12-3187-2018
1994-0416
1994-0424
https://www.the-cryosphere.net/12/3187/2018/tc-12-3187-2018.pdf
https://doaj.org/article/9e9a949d1e3d479eac750bd986541084
op_rights undefined
op_doi https://doi.org/10.5194/tc-12-3187-2018
container_title The Cryosphere
container_volume 12
container_issue 10
container_start_page 3187
op_container_end_page 3213
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