Comparison of hybrid schemes for the combination of Shallow Approximations in numerical simulations of the Antarctic Ice Sheet

The Shallow Ice Approximation (SIA) is commonly introduced in ice-sheet models to simplify the equations describing ice dynamics. However, the SIA is not applicable in fast flowing regions where basal sliding operates. To overcome this limitation, recent studies have introduced heuristic, hybrid com...

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Main Authors: Bernales, J., Rogozhina, I., Greve, R., Thomas, M.
Format: Article in Journal/Newspaper
Language:unknown
Published: 2017
Subjects:
Online Access:https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902
https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902_4/component/file_2013888/1906902.pdf
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spelling ftgfzpotsdam:oai:gfzpublic.gfz-potsdam.de:item_1906902 2023-05-15T13:40:19+02:00 Comparison of hybrid schemes for the combination of Shallow Approximations in numerical simulations of the Antarctic Ice Sheet Bernales, J. Rogozhina, I. Greve, R. Thomas, M. 2017 application/pdf https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902 https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902_4/component/file_2013888/1906902.pdf unknown info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-2016-117 info:eu-repo/semantics/altIdentifier/urn/http://doi.crossref.org/servlet/query?format=unixref&pid=bib@gfz-potsdam.de&id=10.5194/tc-2016-117 https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902 https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902_4/component/file_2013888/1906902.pdf info:eu-repo/semantics/openAccess The Cryosphere info:eu-repo/semantics/article 2017 ftgfzpotsdam https://doi.org/10.5194/tc-2016-117 2022-09-14T05:54:36Z The Shallow Ice Approximation (SIA) is commonly introduced in ice-sheet models to simplify the equations describing ice dynamics. However, the SIA is not applicable in fast flowing regions where basal sliding operates. To overcome this limitation, recent studies have introduced heuristic, hybrid combinations of the SIA and the Shelfy Stream Approximation. Here, we implement four different hybrid schemes into a model of the Antarctic Ice Sheet in order to compare their performance under a realistic scenario. For each scheme, the model is calibrated using an iterative technique to infer the spatial variability in basal sliding parameters. Model results are validated against topographic and velocity data. Our analysis shows that the calibration compensates for the differences between the schemes, producing similar ice sheet configurations through quantitatively different parameter distributions. Despite this, we observe a robust agreement in the reconstructed patterns of hard vs. soft basal conditions. We use averaged and swapped parameter distributions to demonstrate that the results of the model calibration cannot be straightforwardly transferred to models based on different approximations of ice dynamics. However, this requirement for internal consistency can be fulfilled through the implementation of easily adaptable calibration techniques, as shown in this study. Article in Journal/Newspaper Antarc* Antarctic Ice Sheet The Cryosphere GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam) Antarctic The Antarctic
institution Open Polar
collection GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam)
op_collection_id ftgfzpotsdam
language unknown
description The Shallow Ice Approximation (SIA) is commonly introduced in ice-sheet models to simplify the equations describing ice dynamics. However, the SIA is not applicable in fast flowing regions where basal sliding operates. To overcome this limitation, recent studies have introduced heuristic, hybrid combinations of the SIA and the Shelfy Stream Approximation. Here, we implement four different hybrid schemes into a model of the Antarctic Ice Sheet in order to compare their performance under a realistic scenario. For each scheme, the model is calibrated using an iterative technique to infer the spatial variability in basal sliding parameters. Model results are validated against topographic and velocity data. Our analysis shows that the calibration compensates for the differences between the schemes, producing similar ice sheet configurations through quantitatively different parameter distributions. Despite this, we observe a robust agreement in the reconstructed patterns of hard vs. soft basal conditions. We use averaged and swapped parameter distributions to demonstrate that the results of the model calibration cannot be straightforwardly transferred to models based on different approximations of ice dynamics. However, this requirement for internal consistency can be fulfilled through the implementation of easily adaptable calibration techniques, as shown in this study.
format Article in Journal/Newspaper
author Bernales, J.
Rogozhina, I.
Greve, R.
Thomas, M.
spellingShingle Bernales, J.
Rogozhina, I.
Greve, R.
Thomas, M.
Comparison of hybrid schemes for the combination of Shallow Approximations in numerical simulations of the Antarctic Ice Sheet
author_facet Bernales, J.
Rogozhina, I.
Greve, R.
Thomas, M.
author_sort Bernales, J.
title Comparison of hybrid schemes for the combination of Shallow Approximations in numerical simulations of the Antarctic Ice Sheet
title_short Comparison of hybrid schemes for the combination of Shallow Approximations in numerical simulations of the Antarctic Ice Sheet
title_full Comparison of hybrid schemes for the combination of Shallow Approximations in numerical simulations of the Antarctic Ice Sheet
title_fullStr Comparison of hybrid schemes for the combination of Shallow Approximations in numerical simulations of the Antarctic Ice Sheet
title_full_unstemmed Comparison of hybrid schemes for the combination of Shallow Approximations in numerical simulations of the Antarctic Ice Sheet
title_sort comparison of hybrid schemes for the combination of shallow approximations in numerical simulations of the antarctic ice sheet
publishDate 2017
url https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902
https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902_4/component/file_2013888/1906902.pdf
geographic Antarctic
The Antarctic
geographic_facet Antarctic
The Antarctic
genre Antarc*
Antarctic
Ice Sheet
The Cryosphere
genre_facet Antarc*
Antarctic
Ice Sheet
The Cryosphere
op_source The Cryosphere
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-2016-117
info:eu-repo/semantics/altIdentifier/urn/http://doi.crossref.org/servlet/query?format=unixref&pid=bib@gfz-potsdam.de&id=10.5194/tc-2016-117
https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902
https://gfzpublic.gfz-potsdam.de/pubman/item/item_1906902_4/component/file_2013888/1906902.pdf
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/tc-2016-117
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