Reducing uncertainties in projections of Antarctic ice mass loss
International audience Climate model projections are often aggregated into multi-model averages of all models participating in an intercomparison project, such as the Coupled Model Inter-comparison Project (CMIP). The " multi-model " approach provides a sensitivity test to the models'...
Published in: | The Cryosphere |
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Main Authors: | , |
Other Authors: | , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
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HAL CCSD
2015
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Online Access: | https://insu.hal.science/insu-01351596 https://insu.hal.science/insu-01351596/document https://insu.hal.science/insu-01351596/file/CRYOSPHERE%20-%20Reducing%20uncertainties%20in%20projections%20of%20Antarctic%20ice%20mass%20loss.pdf https://doi.org/10.5194/tc-9-2043-2015 |
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ftunigrenoble:oai:HAL:insu-01351596v1 |
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Université Grenoble Alpes: HAL |
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ftunigrenoble |
language |
English |
topic |
[SDU.STU.GL]Sciences of the Universe [physics]/Earth Sciences/Glaciology |
spellingShingle |
[SDU.STU.GL]Sciences of the Universe [physics]/Earth Sciences/Glaciology Durand, Gaël Pattyn, F Reducing uncertainties in projections of Antarctic ice mass loss |
topic_facet |
[SDU.STU.GL]Sciences of the Universe [physics]/Earth Sciences/Glaciology |
description |
International audience Climate model projections are often aggregated into multi-model averages of all models participating in an intercomparison project, such as the Coupled Model Inter-comparison Project (CMIP). The " multi-model " approach provides a sensitivity test to the models' structural choices and implicitly assumes that multiple models provide additional and more reliable information than a single model, with higher confidence being placed on results that are common to an ensemble. A first initiative of the ice sheet mod-eling community, SeaRISE, provided such multi-model average projections of polar ice sheets' contribution to sea-level rise. The SeaRISE Antarctic numerical experiments ag-gregated results from all models devoid of a priori selection , based on the capacity of such models to represent key ice-dynamical processes. Here, using the experimental setup proposed in SeaRISE, we demonstrate that correctly representing grounding line dynamics is essential to infer future Antarctic mass change. We further illustrate the significant impact on the ensemble mean and deviation of adding one model with a known bias in its ability of modeling grounding line dynamics. We show that this biased model can hardly be identified from the ensemble only based on its estimation of volume change, as ad hoc and untrustworthy parametriza-tions can force any modeled grounding line to retreat. However , tools are available to test parts of the response of marine ice sheet models to perturbations of climatic and/or oceanic origin (MISMIP, MISMIP3d). Based on recent projections of Pine Island Glacier mass loss, we further show that excluding ice sheet models that do not pass the MISMIP benchmarks decreases the mean contribution and standard deviation of the multi-model ensemble projection by an order of magnitude for that particular drainage basin. |
author2 |
Laboratoire de glaciologie et géophysique de l'environnement (LGGE) Observatoire des Sciences de l'Univers de Grenoble (OSUG) Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut national des sciences de l'Univers (INSU - CNRS)-Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut national des sciences de l'Univers (INSU - CNRS)-Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS) Université libre de Bruxelles (ULB) |
format |
Article in Journal/Newspaper |
author |
Durand, Gaël Pattyn, F |
author_facet |
Durand, Gaël Pattyn, F |
author_sort |
Durand, Gaël |
title |
Reducing uncertainties in projections of Antarctic ice mass loss |
title_short |
Reducing uncertainties in projections of Antarctic ice mass loss |
title_full |
Reducing uncertainties in projections of Antarctic ice mass loss |
title_fullStr |
Reducing uncertainties in projections of Antarctic ice mass loss |
title_full_unstemmed |
Reducing uncertainties in projections of Antarctic ice mass loss |
title_sort |
reducing uncertainties in projections of antarctic ice mass loss |
publisher |
HAL CCSD |
publishDate |
2015 |
url |
https://insu.hal.science/insu-01351596 https://insu.hal.science/insu-01351596/document https://insu.hal.science/insu-01351596/file/CRYOSPHERE%20-%20Reducing%20uncertainties%20in%20projections%20of%20Antarctic%20ice%20mass%20loss.pdf https://doi.org/10.5194/tc-9-2043-2015 |
long_lat |
ENVELOPE(-101.000,-101.000,-75.000,-75.000) |
geographic |
Antarctic Pine Island Glacier |
geographic_facet |
Antarctic Pine Island Glacier |
genre |
Antarc* Antarctic Ice Sheet Pine Island Glacier The Cryosphere |
genre_facet |
Antarc* Antarctic Ice Sheet Pine Island Glacier The Cryosphere |
op_source |
ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://insu.hal.science/insu-01351596 The Cryosphere, 2015, 9 (6), pp.2043-2055. ⟨10.5194/tc-9-2043-2015⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-9-2043-2015 insu-01351596 https://insu.hal.science/insu-01351596 https://insu.hal.science/insu-01351596/document https://insu.hal.science/insu-01351596/file/CRYOSPHERE%20-%20Reducing%20uncertainties%20in%20projections%20of%20Antarctic%20ice%20mass%20loss.pdf doi:10.5194/tc-9-2043-2015 |
op_rights |
info:eu-repo/semantics/OpenAccess |
op_doi |
https://doi.org/10.5194/tc-9-2043-2015 |
container_title |
The Cryosphere |
container_volume |
9 |
container_issue |
6 |
container_start_page |
2043 |
op_container_end_page |
2055 |
_version_ |
1798836072467136512 |
spelling |
ftunigrenoble:oai:HAL:insu-01351596v1 2024-05-12T07:56:08+00:00 Reducing uncertainties in projections of Antarctic ice mass loss Durand, Gaël Pattyn, F Laboratoire de glaciologie et géophysique de l'environnement (LGGE) Observatoire des Sciences de l'Univers de Grenoble (OSUG) Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut national des sciences de l'Univers (INSU - CNRS)-Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Université Joseph Fourier - Grenoble 1 (UJF)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )-Institut national des sciences de l'Univers (INSU - CNRS)-Institut national de recherche en sciences et technologies pour l'environnement et l'agriculture (IRSTEA)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS) Université libre de Bruxelles (ULB) 2015 https://insu.hal.science/insu-01351596 https://insu.hal.science/insu-01351596/document https://insu.hal.science/insu-01351596/file/CRYOSPHERE%20-%20Reducing%20uncertainties%20in%20projections%20of%20Antarctic%20ice%20mass%20loss.pdf https://doi.org/10.5194/tc-9-2043-2015 en eng HAL CCSD Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-9-2043-2015 insu-01351596 https://insu.hal.science/insu-01351596 https://insu.hal.science/insu-01351596/document https://insu.hal.science/insu-01351596/file/CRYOSPHERE%20-%20Reducing%20uncertainties%20in%20projections%20of%20Antarctic%20ice%20mass%20loss.pdf doi:10.5194/tc-9-2043-2015 info:eu-repo/semantics/OpenAccess ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://insu.hal.science/insu-01351596 The Cryosphere, 2015, 9 (6), pp.2043-2055. ⟨10.5194/tc-9-2043-2015⟩ [SDU.STU.GL]Sciences of the Universe [physics]/Earth Sciences/Glaciology info:eu-repo/semantics/article Journal articles 2015 ftunigrenoble https://doi.org/10.5194/tc-9-2043-2015 2024-04-18T04:18:02Z International audience Climate model projections are often aggregated into multi-model averages of all models participating in an intercomparison project, such as the Coupled Model Inter-comparison Project (CMIP). The " multi-model " approach provides a sensitivity test to the models' structural choices and implicitly assumes that multiple models provide additional and more reliable information than a single model, with higher confidence being placed on results that are common to an ensemble. A first initiative of the ice sheet mod-eling community, SeaRISE, provided such multi-model average projections of polar ice sheets' contribution to sea-level rise. The SeaRISE Antarctic numerical experiments ag-gregated results from all models devoid of a priori selection , based on the capacity of such models to represent key ice-dynamical processes. Here, using the experimental setup proposed in SeaRISE, we demonstrate that correctly representing grounding line dynamics is essential to infer future Antarctic mass change. We further illustrate the significant impact on the ensemble mean and deviation of adding one model with a known bias in its ability of modeling grounding line dynamics. We show that this biased model can hardly be identified from the ensemble only based on its estimation of volume change, as ad hoc and untrustworthy parametriza-tions can force any modeled grounding line to retreat. However , tools are available to test parts of the response of marine ice sheet models to perturbations of climatic and/or oceanic origin (MISMIP, MISMIP3d). Based on recent projections of Pine Island Glacier mass loss, we further show that excluding ice sheet models that do not pass the MISMIP benchmarks decreases the mean contribution and standard deviation of the multi-model ensemble projection by an order of magnitude for that particular drainage basin. Article in Journal/Newspaper Antarc* Antarctic Ice Sheet Pine Island Glacier The Cryosphere Université Grenoble Alpes: HAL Antarctic Pine Island Glacier ENVELOPE(-101.000,-101.000,-75.000,-75.000) The Cryosphere 9 6 2043 2055 |