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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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 |
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Copernicus Publications: E-Journals |
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ftcopernicus |
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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 |
_version_ |
1766377770407952384 |