Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach

peer reviewed Mass balance assessments of the East Antarctic ice sheet (EAIS) are highly sensitive to changes in firn thickness, causing substantial disagreement in estimates of its contribution to sea‐level. To better constrain the uncertainty in recent firn thickness changes, we develop an ensembl...

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Published in:Geophysical Research Letters
Main Authors: Verjans, Vincent, Leeson, A.A, McMillan, M., Stevens, C.M., van Wessem, J.M., van de Berg, W.J., Kittel, Christoph, Amory, Charles, Fettweis, Xavier, Hansen, N., Boberg, F., Mottram, R.
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2021
Subjects:
Online Access:https://orbi.uliege.be/handle/2268/258398
https://orbi.uliege.be/bitstream/2268/258398/1/2020GL092060.pdf
https://doi.org/10.1029/2020GL092060
id ftorbi:oai:orbi.ulg.ac.be:2268/258398
record_format openpolar
spelling ftorbi:oai:orbi.ulg.ac.be:2268/258398 2024-04-21T07:52:38+00:00 Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach Verjans, Vincent Leeson, A.A McMillan, M. Stevens, C.M. van Wessem, J.M. van de Berg, W.J. Kittel, Christoph Amory, Charles Fettweis, Xavier Hansen, N. Boberg, F. Mottram, R. 2021 https://orbi.uliege.be/handle/2268/258398 https://orbi.uliege.be/bitstream/2268/258398/1/2020GL092060.pdf https://doi.org/10.1029/2020GL092060 en eng Wiley urn:issn:0094-8276 urn:issn:1944-8007 https://orbi.uliege.be/handle/2268/258398 info:hdl:2268/258398 https://orbi.uliege.be/bitstream/2268/258398/1/2020GL092060.pdf doi:10.1029/2020GL092060 scopus-id:2-s2.0-85104349288 open access http://purl.org/coar/access_right/c_abf2 info:eu-repo/semantics/openAccess Geophysical Research Letters (2021) Antarctic firn Physical chemical mathematical & earth Sciences Earth sciences & physical geography Physique chimie mathématiques & sciences de la terre Sciences de la terre & géographie physique journal article http://purl.org/coar/resource_type/c_6501 info:eu-repo/semantics/article peer reviewed 2021 ftorbi https://doi.org/10.1029/2020GL092060 2024-03-27T14:55:22Z peer reviewed Mass balance assessments of the East Antarctic ice sheet (EAIS) are highly sensitive to changes in firn thickness, causing substantial disagreement in estimates of its contribution to sea‐level. To better constrain the uncertainty in recent firn thickness changes, we develop an ensemble of 54 model scenarios of firn evolution between 1992‐2017. Using statistical emulation of firn‐densification models, we quantify the impact of firn compaction formulation, differing climatic forcing, and surface snow density on firn thickness evolution. At basin scales, the ensemble uncertainty in firn thickness change ranges between 0.2–1.0 cm yr‐1 (15–300% relative uncertainty), with the choice of climate forcing having the largest influence on the spread. Our results show the regions of the ice sheet where unexplained discrepancies exist between observed elevation changes and an extensive set of modelled firn thickness changes estimates, marking an important step towards more accurately constraining ice sheet mass balance. Article in Journal/Newspaper Antarc* Antarctic Ice Sheet University of Liège: ORBi (Open Repository and Bibliography) Geophysical Research Letters 48 7
institution Open Polar
collection University of Liège: ORBi (Open Repository and Bibliography)
op_collection_id ftorbi
language English
topic Antarctic
firn
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
spellingShingle Antarctic
firn
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
Verjans, Vincent
Leeson, A.A
McMillan, M.
Stevens, C.M.
van Wessem, J.M.
van de Berg, W.J.
Kittel, Christoph
Amory, Charles
Fettweis, Xavier
Hansen, N.
Boberg, F.
Mottram, R.
Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach
topic_facet Antarctic
firn
Physical
chemical
mathematical & earth Sciences
Earth sciences & physical geography
Physique
chimie
mathématiques & sciences de la terre
Sciences de la terre & géographie physique
description peer reviewed Mass balance assessments of the East Antarctic ice sheet (EAIS) are highly sensitive to changes in firn thickness, causing substantial disagreement in estimates of its contribution to sea‐level. To better constrain the uncertainty in recent firn thickness changes, we develop an ensemble of 54 model scenarios of firn evolution between 1992‐2017. Using statistical emulation of firn‐densification models, we quantify the impact of firn compaction formulation, differing climatic forcing, and surface snow density on firn thickness evolution. At basin scales, the ensemble uncertainty in firn thickness change ranges between 0.2–1.0 cm yr‐1 (15–300% relative uncertainty), with the choice of climate forcing having the largest influence on the spread. Our results show the regions of the ice sheet where unexplained discrepancies exist between observed elevation changes and an extensive set of modelled firn thickness changes estimates, marking an important step towards more accurately constraining ice sheet mass balance.
format Article in Journal/Newspaper
author Verjans, Vincent
Leeson, A.A
McMillan, M.
Stevens, C.M.
van Wessem, J.M.
van de Berg, W.J.
Kittel, Christoph
Amory, Charles
Fettweis, Xavier
Hansen, N.
Boberg, F.
Mottram, R.
author_facet Verjans, Vincent
Leeson, A.A
McMillan, M.
Stevens, C.M.
van Wessem, J.M.
van de Berg, W.J.
Kittel, Christoph
Amory, Charles
Fettweis, Xavier
Hansen, N.
Boberg, F.
Mottram, R.
author_sort Verjans, Vincent
title Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach
title_short Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach
title_full Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach
title_fullStr Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach
title_full_unstemmed Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach
title_sort uncertainty in east antarctic firn thickness constrained using a model ensemble approach
publisher Wiley
publishDate 2021
url https://orbi.uliege.be/handle/2268/258398
https://orbi.uliege.be/bitstream/2268/258398/1/2020GL092060.pdf
https://doi.org/10.1029/2020GL092060
genre Antarc*
Antarctic
Ice Sheet
genre_facet Antarc*
Antarctic
Ice Sheet
op_source Geophysical Research Letters (2021)
op_relation urn:issn:0094-8276
urn:issn:1944-8007
https://orbi.uliege.be/handle/2268/258398
info:hdl:2268/258398
https://orbi.uliege.be/bitstream/2268/258398/1/2020GL092060.pdf
doi:10.1029/2020GL092060
scopus-id:2-s2.0-85104349288
op_rights open access
http://purl.org/coar/access_right/c_abf2
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1029/2020GL092060
container_title Geophysical Research Letters
container_volume 48
container_issue 7
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