Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections with respect to control run

In this study, we use run-time bias correction to correct for the Action de Recherche Petite Echelle Grande Echelle (ARPEGE) atmospheric model systematic errors on large-scale atmospheric circulation. The bias-correction terms are built using the climatological mean of the adjustment terms on tenden...

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Published in:The Cryosphere
Main Authors: Beaumet, Julien, Déqué, Michel, Krinner, Gerhard, Agosta, Cécile, Alias, Antoinette, Favier, Vincent
Format: Text
Language:English
Published: 2021
Subjects:
Online Access:https://doi.org/10.5194/tc-15-3615-2021
https://tc.copernicus.org/articles/15/3615/2021/
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spelling ftcopernicus:oai:publications.copernicus.org:tc90418 2023-05-15T13:24:14+02:00 Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections with respect to control run Beaumet, Julien Déqué, Michel Krinner, Gerhard Agosta, Cécile Alias, Antoinette Favier, Vincent 2021-08-06 application/pdf https://doi.org/10.5194/tc-15-3615-2021 https://tc.copernicus.org/articles/15/3615/2021/ eng eng doi:10.5194/tc-15-3615-2021 https://tc.copernicus.org/articles/15/3615/2021/ eISSN: 1994-0424 Text 2021 ftcopernicus https://doi.org/10.5194/tc-15-3615-2021 2021-08-09T16:22:27Z In this study, we use run-time bias correction to correct for the Action de Recherche Petite Echelle Grande Echelle (ARPEGE) atmospheric model systematic errors on large-scale atmospheric circulation. The bias-correction terms are built using the climatological mean of the adjustment terms on tendency errors in an ARPEGE simulation relaxed towards ERA-Interim reanalyses. The bias reduction with respect to the Atmospheric Model Intercomparison Project (AMIP)-style uncorrected control run for the general atmospheric circulation in the Southern Hemisphere is significant for mean state and daily variability. Comparisons for the Antarctic Ice Sheet with the polar-oriented regional atmospheric models MAR and RACMO2 and in situ observations also suggest substantial bias reduction for near-surface temperature and precipitation in coastal areas. Applying the method to climate projections for the late 21st century (2071–2100) leads to large differences in the projected changes of the atmospheric circulation in the southern high latitudes and of the Antarctic surface climate. The projected poleward shift and strengthening of the southern westerly winds are greatly reduced. These changes result in a significant 0.7 to 0.9 K additional warming and a 6 % to 9 % additional increase in precipitation over the grounded ice sheet. The sensitivity of precipitation increase to temperature increase ( +7.7 % K −1 and +9 % K −1 ) found is also higher than previous estimates. The highest additional warming rates are found over East Antarctica in summer. In winter, there is a dipole of weaker warming and weaker precipitation increase over West Antarctica, contrasted by a stronger warming and a concomitant stronger precipitation increase from Victoria to Adélie Land, associated with a weaker intensification of the Amundsen Sea Low. Text Amundsen Sea Antarc* Antarctic Antarctica East Antarctica Ice Sheet West Antarctica Copernicus Publications: E-Journals Antarctic The Antarctic East Antarctica West Antarctica Amundsen Sea The Cryosphere 15 8 3615 3635
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description In this study, we use run-time bias correction to correct for the Action de Recherche Petite Echelle Grande Echelle (ARPEGE) atmospheric model systematic errors on large-scale atmospheric circulation. The bias-correction terms are built using the climatological mean of the adjustment terms on tendency errors in an ARPEGE simulation relaxed towards ERA-Interim reanalyses. The bias reduction with respect to the Atmospheric Model Intercomparison Project (AMIP)-style uncorrected control run for the general atmospheric circulation in the Southern Hemisphere is significant for mean state and daily variability. Comparisons for the Antarctic Ice Sheet with the polar-oriented regional atmospheric models MAR and RACMO2 and in situ observations also suggest substantial bias reduction for near-surface temperature and precipitation in coastal areas. Applying the method to climate projections for the late 21st century (2071–2100) leads to large differences in the projected changes of the atmospheric circulation in the southern high latitudes and of the Antarctic surface climate. The projected poleward shift and strengthening of the southern westerly winds are greatly reduced. These changes result in a significant 0.7 to 0.9 K additional warming and a 6 % to 9 % additional increase in precipitation over the grounded ice sheet. The sensitivity of precipitation increase to temperature increase ( +7.7 % K −1 and +9 % K −1 ) found is also higher than previous estimates. The highest additional warming rates are found over East Antarctica in summer. In winter, there is a dipole of weaker warming and weaker precipitation increase over West Antarctica, contrasted by a stronger warming and a concomitant stronger precipitation increase from Victoria to Adélie Land, associated with a weaker intensification of the Amundsen Sea Low.
format Text
author Beaumet, Julien
Déqué, Michel
Krinner, Gerhard
Agosta, Cécile
Alias, Antoinette
Favier, Vincent
spellingShingle Beaumet, Julien
Déqué, Michel
Krinner, Gerhard
Agosta, Cécile
Alias, Antoinette
Favier, Vincent
Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections with respect to control run
author_facet Beaumet, Julien
Déqué, Michel
Krinner, Gerhard
Agosta, Cécile
Alias, Antoinette
Favier, Vincent
author_sort Beaumet, Julien
title Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections with respect to control run
title_short Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections with respect to control run
title_full Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections with respect to control run
title_fullStr Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections with respect to control run
title_full_unstemmed Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections with respect to control run
title_sort significant additional antarctic warming in atmospheric bias-corrected arpege projections with respect to control run
publishDate 2021
url https://doi.org/10.5194/tc-15-3615-2021
https://tc.copernicus.org/articles/15/3615/2021/
geographic Antarctic
The Antarctic
East Antarctica
West Antarctica
Amundsen Sea
geographic_facet Antarctic
The Antarctic
East Antarctica
West Antarctica
Amundsen Sea
genre Amundsen Sea
Antarc*
Antarctic
Antarctica
East Antarctica
Ice Sheet
West Antarctica
genre_facet Amundsen Sea
Antarc*
Antarctic
Antarctica
East Antarctica
Ice Sheet
West Antarctica
op_source eISSN: 1994-0424
op_relation doi:10.5194/tc-15-3615-2021
https://tc.copernicus.org/articles/15/3615/2021/
op_doi https://doi.org/10.5194/tc-15-3615-2021
container_title The Cryosphere
container_volume 15
container_issue 8
container_start_page 3615
op_container_end_page 3635
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