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

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...

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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.
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
Online Access:https://orbit.dtu.dk/en/publications/5a73e064-b3d9-4192-8d92-7f7401cbe2f9
https://doi.org/10.1029/2020GL092060
https://backend.orbit.dtu.dk/ws/files/247150557/2020GL092060.pdf
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spelling ftdtupubl:oai:pure.atira.dk:publications/5a73e064-b3d9-4192-8d92-7f7401cbe2f9 2024-09-15T17:42:42+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. 2021 application/pdf https://orbit.dtu.dk/en/publications/5a73e064-b3d9-4192-8d92-7f7401cbe2f9 https://doi.org/10.1029/2020GL092060 https://backend.orbit.dtu.dk/ws/files/247150557/2020GL092060.pdf eng eng https://orbit.dtu.dk/en/publications/5a73e064-b3d9-4192-8d92-7f7401cbe2f9 info:eu-repo/semantics/openAccess 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 2021 , ' Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach ' , Geophysical Research Letters , vol. 48 , no. 7 , e2020GL092060 . https://doi.org/10.1029/2020GL092060 /dk/atira/pure/sustainabledevelopmentgoals/climate_action name=SDG 13 - Climate Action article 2021 ftdtupubl https://doi.org/10.1029/2020GL092060 2024-08-05T23:48:29Z 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 Technical University of Denmark: DTU Orbit Geophysical Research Letters 48 7
institution Open Polar
collection Technical University of Denmark: DTU Orbit
op_collection_id ftdtupubl
language English
topic /dk/atira/pure/sustainabledevelopmentgoals/climate_action
name=SDG 13 - Climate Action
spellingShingle /dk/atira/pure/sustainabledevelopmentgoals/climate_action
name=SDG 13 - Climate Action
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 /dk/atira/pure/sustainabledevelopmentgoals/climate_action
name=SDG 13 - Climate Action
description 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, 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
publishDate 2021
url https://orbit.dtu.dk/en/publications/5a73e064-b3d9-4192-8d92-7f7401cbe2f9
https://doi.org/10.1029/2020GL092060
https://backend.orbit.dtu.dk/ws/files/247150557/2020GL092060.pdf
genre Antarc*
Antarctic
Ice Sheet
genre_facet Antarc*
Antarctic
Ice Sheet
op_source 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 2021 , ' Uncertainty in East Antarctic firn thickness constrained using a model ensemble approach ' , Geophysical Research Letters , vol. 48 , no. 7 , e2020GL092060 . https://doi.org/10.1029/2020GL092060
op_relation https://orbit.dtu.dk/en/publications/5a73e064-b3d9-4192-8d92-7f7401cbe2f9
op_rights 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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