Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections

In this study, we use run-time bias-correction to correct for 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-In...

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Main Authors: Beaumet, Julien, Déqué, Michel, Krinner, Gerhard, Agosta, Cécile, Alias, Antoinette, Favier, Vincent
Format: Text
Language:English
Published: 2020
Subjects:
Online Access:https://doi.org/10.5194/tc-2020-307
https://tc.copernicus.org/preprints/tc-2020-307/
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spelling ftcopernicus:oai:publications.copernicus.org:tcd90418 2023-05-15T13:24:10+02:00 Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections Beaumet, Julien Déqué, Michel Krinner, Gerhard Agosta, Cécile Alias, Antoinette Favier, Vincent 2020-11-03 application/pdf https://doi.org/10.5194/tc-2020-307 https://tc.copernicus.org/preprints/tc-2020-307/ eng eng doi:10.5194/tc-2020-307 https://tc.copernicus.org/preprints/tc-2020-307/ eISSN: 1994-0424 Text 2020 ftcopernicus https://doi.org/10.5194/tc-2020-307 2020-11-09T17:22:16Z In this study, we use run-time bias-correction to correct for 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 improvements with respect to the AMIP-style uncorrected control run for the general atmospheric circulation in the Southern Hemisphere are 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 21 st 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 (+7.7 and +9 %.K −1 ) found is also higher than previous estimates. 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 Amundsen Sea Antarctic East Antarctica The Antarctic West Antarctica
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 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 improvements with respect to the AMIP-style uncorrected control run for the general atmospheric circulation in the Southern Hemisphere are 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 21 st 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 (+7.7 and +9 %.K −1 ) found is also higher than previous estimates. 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
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
title_short Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections
title_full Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections
title_fullStr Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections
title_full_unstemmed Significant additional Antarctic warming in atmospheric bias-corrected ARPEGE projections
title_sort significant additional antarctic warming in atmospheric bias-corrected arpege projections
publishDate 2020
url https://doi.org/10.5194/tc-2020-307
https://tc.copernicus.org/preprints/tc-2020-307/
geographic Amundsen Sea
Antarctic
East Antarctica
The Antarctic
West Antarctica
geographic_facet Amundsen Sea
Antarctic
East Antarctica
The Antarctic
West Antarctica
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-2020-307
https://tc.copernicus.org/preprints/tc-2020-307/
op_doi https://doi.org/10.5194/tc-2020-307
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