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DOI10.1029/2018MS001438
Empirical Run-Time Bias Correction for Antarctic Regional Climate Projections With a Stretched-Grid AGCM
Krinner G.; Beaumet J.; Favier V.; Déqué M.; Brutel-Vuilmet C.
发表日期2019
ISSN19422466
起始页码64
结束页码82
卷号11期号:1
英文摘要This work presents snapshot simulations of the late 20th and late 21st century Antarctic climate under the RCP8.5 scenario carried out with an empirically bias-corrected global atmospheric general circulation model (AGCM), forced with bias-corrected sea-surface temperatures and sea ice and run with about 100-km resolution over Antarctica. The bias correction substantially improves the simulated mean late 20th century climate. The simulated atmospheric circulation of the bias-corrected model compares very favorably to the best available AMIP (Atmospheric Model Intercomparison Project)-type climate models. The simulated interannual circulation variability is improved by the bias correction. Depending on the metric, a slight improvement or degradation is found in the simulated variability on synoptic timescales. The simulated climate change over the 21st century is broadly similar in the corrected and uncorrected versions of the atmospheric model, and atmospheric circulation patterns are not geographically “pinned” by the applied bias correction. These results suggest that the method presented here can be used for bias-corrected climate projections. Finally, the authors discuss different possible choices in terms of the place of bias corrections and other intermediate steps in the modeling chain leading from global coupled climate simulations to impact assessment. © 2018. The Authors.
英文关键词bias correction; climate modeling; regional climate
语种英语
scopus关键词Climate change; Oceanography; Sea ice; Surface waters; Atmospheric circulation; Atmospheric circulation patterns; Atmospheric general circulation models; Atmospheric model intercomparison projects; Bias correction; Regional climate; Regional climate projections; Sea surface temperature (SST); Climate models; air-sea interaction; atmospheric circulation; atmospheric general circulation model; atmospheric modeling; climate modeling; correction; environmental impact assessment; general circulation model; global climate; regional climate; sea ice; sea surface temperature; simulation; Antarctica
来源期刊Journal of Advances in Modeling Earth Systems
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/156998
作者单位CNRS, Université Grenoble Alpes, Institut des Géosciences de l'Environnement (IGE), Grenoble, France; CNRM, Université de Toulouse, Météo-France, CNRS, Toulouse, France
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Krinner G.,Beaumet J.,Favier V.,et al. Empirical Run-Time Bias Correction for Antarctic Regional Climate Projections With a Stretched-Grid AGCM[J],2019,11(1).
APA Krinner G.,Beaumet J.,Favier V.,Déqué M.,&Brutel-Vuilmet C..(2019).Empirical Run-Time Bias Correction for Antarctic Regional Climate Projections With a Stretched-Grid AGCM.Journal of Advances in Modeling Earth Systems,11(1).
MLA Krinner G.,et al."Empirical Run-Time Bias Correction for Antarctic Regional Climate Projections With a Stretched-Grid AGCM".Journal of Advances in Modeling Earth Systems 11.1(2019).
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