Uncertainty in East Antarctic Firn Thickness Constrained Using a Model Ensemble Approach

International audience 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 a...

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Published in:Geophysical Research Letters
Main Authors: Verjans, V., Leeson, A. A., Mcmillan, M., Stevens, C. M., van Wessem, J. M., van de Berg, W. J., van den Broeke, M. R., Kittel, C., Amory, C., Fettweis, X., Hansen, N., Boberg, F., Mottram, R.
Other Authors: Institut des Géosciences de l’Environnement (IGE), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://insu.hal.science/insu-03706456
https://insu.hal.science/insu-03706456/document
https://insu.hal.science/insu-03706456/file/Geophysical%20Research%20Letters%20-%202021%20-%20Verjans%20-%20Uncertainty%20in%20East%20Antarctic%20Firn%20Thickness%20Constrained%20Using%20a%20Model.pdf
https://doi.org/10.1029/2020GL092060
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spelling ftunigrenoble:oai:HAL:insu-03706456v1 2024-05-12T07:55:21+00:00 Uncertainty in East Antarctic Firn Thickness Constrained Using a Model Ensemble Approach Verjans, V. Leeson, A. A. Mcmillan, M. Stevens, C. M. van Wessem, J. M. van de Berg, W. J. van den Broeke, M. R. Kittel, C. Amory, C. Fettweis, X. Hansen, N. Boberg, F. Mottram, R. Institut des Géosciences de l’Environnement (IGE) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ) Université Grenoble Alpes (UGA) 2021 https://insu.hal.science/insu-03706456 https://insu.hal.science/insu-03706456/document https://insu.hal.science/insu-03706456/file/Geophysical%20Research%20Letters%20-%202021%20-%20Verjans%20-%20Uncertainty%20in%20East%20Antarctic%20Firn%20Thickness%20Constrained%20Using%20a%20Model.pdf https://doi.org/10.1029/2020GL092060 en eng HAL CCSD American Geophysical Union info:eu-repo/semantics/altIdentifier/doi/10.1029/2020GL092060 insu-03706456 https://insu.hal.science/insu-03706456 https://insu.hal.science/insu-03706456/document https://insu.hal.science/insu-03706456/file/Geophysical%20Research%20Letters%20-%202021%20-%20Verjans%20-%20Uncertainty%20in%20East%20Antarctic%20Firn%20Thickness%20Constrained%20Using%20a%20Model.pdf BIBCODE: 2021GeoRL.4892060V doi:10.1029/2020GL092060 http://creativecommons.org/licenses/by-nd/ info:eu-repo/semantics/OpenAccess ISSN: 0094-8276 EISSN: 1944-8007 Geophysical Research Letters https://insu.hal.science/insu-03706456 Geophysical Research Letters, 2021, 48, ⟨10.1029/2020GL092060⟩ east Antarctic ice sheet firn model ensemble [SDU]Sciences of the Universe [physics] info:eu-repo/semantics/article Journal articles 2021 ftunigrenoble https://doi.org/10.1029/2020GL092060 2024-04-18T03:04:26Z International audience 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 and 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 and 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 modeled firn thickness changes estimates, marking an important step toward more accurately constraining ice sheet mass balance. Article in Journal/Newspaper Antarc* Antarctic Ice Sheet Université Grenoble Alpes: HAL Antarctic East Antarctic Ice Sheet Geophysical Research Letters 48 7
institution Open Polar
collection Université Grenoble Alpes: HAL
op_collection_id ftunigrenoble
language English
topic east Antarctic ice sheet
firn
model ensemble
[SDU]Sciences of the Universe [physics]
spellingShingle east Antarctic ice sheet
firn
model ensemble
[SDU]Sciences of the Universe [physics]
Verjans, V.
Leeson, A. A.
Mcmillan, M.
Stevens, C. M.
van Wessem, J. M.
van de Berg, W. J.
van den Broeke, M. R.
Kittel, C.
Amory, C.
Fettweis, X.
Hansen, N.
Boberg, F.
Mottram, R.
Uncertainty in East Antarctic Firn Thickness Constrained Using a Model Ensemble Approach
topic_facet east Antarctic ice sheet
firn
model ensemble
[SDU]Sciences of the Universe [physics]
description International audience 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 and 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 and 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 modeled firn thickness changes estimates, marking an important step toward more accurately constraining ice sheet mass balance.
author2 Institut des Géosciences de l’Environnement (IGE)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
Université Grenoble Alpes (UGA)
format Article in Journal/Newspaper
author Verjans, V.
Leeson, A. A.
Mcmillan, M.
Stevens, C. M.
van Wessem, J. M.
van de Berg, W. J.
van den Broeke, M. R.
Kittel, C.
Amory, C.
Fettweis, X.
Hansen, N.
Boberg, F.
Mottram, R.
author_facet Verjans, V.
Leeson, A. A.
Mcmillan, M.
Stevens, C. M.
van Wessem, J. M.
van de Berg, W. J.
van den Broeke, M. R.
Kittel, C.
Amory, C.
Fettweis, X.
Hansen, N.
Boberg, F.
Mottram, R.
author_sort Verjans, V.
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 HAL CCSD
publishDate 2021
url https://insu.hal.science/insu-03706456
https://insu.hal.science/insu-03706456/document
https://insu.hal.science/insu-03706456/file/Geophysical%20Research%20Letters%20-%202021%20-%20Verjans%20-%20Uncertainty%20in%20East%20Antarctic%20Firn%20Thickness%20Constrained%20Using%20a%20Model.pdf
https://doi.org/10.1029/2020GL092060
geographic Antarctic
East Antarctic Ice Sheet
geographic_facet Antarctic
East Antarctic Ice Sheet
genre Antarc*
Antarctic
Ice Sheet
genre_facet Antarc*
Antarctic
Ice Sheet
op_source ISSN: 0094-8276
EISSN: 1944-8007
Geophysical Research Letters
https://insu.hal.science/insu-03706456
Geophysical Research Letters, 2021, 48, ⟨10.1029/2020GL092060⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1029/2020GL092060
insu-03706456
https://insu.hal.science/insu-03706456
https://insu.hal.science/insu-03706456/document
https://insu.hal.science/insu-03706456/file/Geophysical%20Research%20Letters%20-%202021%20-%20Verjans%20-%20Uncertainty%20in%20East%20Antarctic%20Firn%20Thickness%20Constrained%20Using%20a%20Model.pdf
BIBCODE: 2021GeoRL.4892060V
doi:10.1029/2020GL092060
op_rights http://creativecommons.org/licenses/by-nd/
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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