Weak relationship between remotely detected crevasses and inferred ice rheological parameters on Antarctic ice shelves

Over the past decade, a wealth of research has been devoted to the detection of crevasses in glaciers and ice sheets via remote sensing and machine learning techniques. It is often argued that remotely sensed damage maps can function as early warning signals for shifts in ice shelf conditions from i...

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Published in:The Cryosphere
Main Authors: Gerli, Cristina, Rosier, Sebastian, Gudmundsson, G. Hilmar, Sun, Sainan
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2024
Subjects:
Online Access:https://doi.org/10.5194/tc-18-2677-2024
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spelling ftnonlinearchiv:oai:noa.gwlb.de:cop_mods_00074124 2024-06-23T07:46:05+00:00 Weak relationship between remotely detected crevasses and inferred ice rheological parameters on Antarctic ice shelves Gerli, Cristina Rosier, Sebastian Gudmundsson, G. Hilmar Sun, Sainan 2024-06 electronic https://doi.org/10.5194/tc-18-2677-2024 https://noa.gwlb.de/receive/cop_mods_00074124 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00072254/tc-18-2677-2024.pdf https://tc.copernicus.org/articles/18/2677/2024/tc-18-2677-2024.pdf eng eng Copernicus Publications The Cryosphere -- ˜Theœ Cryosphere -- http://www.bibliothek.uni-regensburg.de/ezeit/?2393169 -- http://www.the-cryosphere.net/ -- 1994-0424 https://doi.org/10.5194/tc-18-2677-2024 https://noa.gwlb.de/receive/cop_mods_00074124 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00072254/tc-18-2677-2024.pdf https://tc.copernicus.org/articles/18/2677/2024/tc-18-2677-2024.pdf https://creativecommons.org/licenses/by/4.0/ uneingeschränkt info:eu-repo/semantics/openAccess article Verlagsveröffentlichung article Text doc-type:article 2024 ftnonlinearchiv https://doi.org/10.5194/tc-18-2677-2024 2024-06-10T23:38:39Z Over the past decade, a wealth of research has been devoted to the detection of crevasses in glaciers and ice sheets via remote sensing and machine learning techniques. It is often argued that remotely sensed damage maps can function as early warning signals for shifts in ice shelf conditions from intact to damaged states and can serve as an important tool for ice sheet modellers to improve future sea level rise predictions. Here, we provide evidence for the Filchner–Ronne and Pine Island ice shelves that remotely sensed damage maps are only weakly related to the ice rate factor field A derived by an ice flow model when inverting for surface velocities. This technique is a common procedure in ice flow models, as it guarantees that any inferred changes in A relate to changes in ice flow measured through observations. The weak relationship found is improved when investigating heavily damaged shear margins, as observed on the Pine Island Ice Shelf; however, even in this setting, this association remains modest. Our findings suggest that many features identified as damage through remote sensing methods are not of direct relevance to present-day ice shelf flow. While damage can clearly play an important role in ice shelf processes and thus be relevant for ice sheet behaviour and sea level rise projections, our results imply that mapping ice damage directly from satellite observations may not directly help improve the representation of these processes in ice flow models. Article in Journal/Newspaper Antarc* Antarctic Ice Sheet Ice Shelf Ice Shelves The Cryosphere Niedersächsisches Online-Archiv NOA Antarctic The Cryosphere 18 6 2677 2689
institution Open Polar
collection Niedersächsisches Online-Archiv NOA
op_collection_id ftnonlinearchiv
language English
topic article
Verlagsveröffentlichung
spellingShingle article
Verlagsveröffentlichung
Gerli, Cristina
Rosier, Sebastian
Gudmundsson, G. Hilmar
Sun, Sainan
Weak relationship between remotely detected crevasses and inferred ice rheological parameters on Antarctic ice shelves
topic_facet article
Verlagsveröffentlichung
description Over the past decade, a wealth of research has been devoted to the detection of crevasses in glaciers and ice sheets via remote sensing and machine learning techniques. It is often argued that remotely sensed damage maps can function as early warning signals for shifts in ice shelf conditions from intact to damaged states and can serve as an important tool for ice sheet modellers to improve future sea level rise predictions. Here, we provide evidence for the Filchner–Ronne and Pine Island ice shelves that remotely sensed damage maps are only weakly related to the ice rate factor field A derived by an ice flow model when inverting for surface velocities. This technique is a common procedure in ice flow models, as it guarantees that any inferred changes in A relate to changes in ice flow measured through observations. The weak relationship found is improved when investigating heavily damaged shear margins, as observed on the Pine Island Ice Shelf; however, even in this setting, this association remains modest. Our findings suggest that many features identified as damage through remote sensing methods are not of direct relevance to present-day ice shelf flow. While damage can clearly play an important role in ice shelf processes and thus be relevant for ice sheet behaviour and sea level rise projections, our results imply that mapping ice damage directly from satellite observations may not directly help improve the representation of these processes in ice flow models.
format Article in Journal/Newspaper
author Gerli, Cristina
Rosier, Sebastian
Gudmundsson, G. Hilmar
Sun, Sainan
author_facet Gerli, Cristina
Rosier, Sebastian
Gudmundsson, G. Hilmar
Sun, Sainan
author_sort Gerli, Cristina
title Weak relationship between remotely detected crevasses and inferred ice rheological parameters on Antarctic ice shelves
title_short Weak relationship between remotely detected crevasses and inferred ice rheological parameters on Antarctic ice shelves
title_full Weak relationship between remotely detected crevasses and inferred ice rheological parameters on Antarctic ice shelves
title_fullStr Weak relationship between remotely detected crevasses and inferred ice rheological parameters on Antarctic ice shelves
title_full_unstemmed Weak relationship between remotely detected crevasses and inferred ice rheological parameters on Antarctic ice shelves
title_sort weak relationship between remotely detected crevasses and inferred ice rheological parameters on antarctic ice shelves
publisher Copernicus Publications
publishDate 2024
url https://doi.org/10.5194/tc-18-2677-2024
https://noa.gwlb.de/receive/cop_mods_00074124
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00072254/tc-18-2677-2024.pdf
https://tc.copernicus.org/articles/18/2677/2024/tc-18-2677-2024.pdf
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
Ice Sheet
Ice Shelf
Ice Shelves
The Cryosphere
genre_facet Antarc*
Antarctic
Ice Sheet
Ice Shelf
Ice Shelves
The Cryosphere
op_relation The Cryosphere -- ˜Theœ Cryosphere -- http://www.bibliothek.uni-regensburg.de/ezeit/?2393169 -- http://www.the-cryosphere.net/ -- 1994-0424
https://doi.org/10.5194/tc-18-2677-2024
https://noa.gwlb.de/receive/cop_mods_00074124
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00072254/tc-18-2677-2024.pdf
https://tc.copernicus.org/articles/18/2677/2024/tc-18-2677-2024.pdf
op_rights https://creativecommons.org/licenses/by/4.0/
uneingeschränkt
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/tc-18-2677-2024
container_title The Cryosphere
container_volume 18
container_issue 6
container_start_page 2677
op_container_end_page 2689
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