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DOI10.1007/s00382-020-05309-z
Heavy precipitation events over East Africa in a changing climate: results from CORDEX RCMs
Ogega O.M.; Koske J.; Kung’u J.B.; Scoccimarro E.; Endris H.S.; Mistry M.N.
发表日期2020
ISSN0930-7575
起始页码993
结束页码1009
卷号55
英文摘要The study assesses the performance of 24 model runs from five COordinated Regional climate Downscaling Experiment (CORDEX) regional climate models (RCMs) in simulating East Africa’s spatio-temporal precipitation characteristics using a set of eight descriptors: consecutive dry days (CDD), consecutive wet days (CWD), simple precipitation intensity index (SDII), mean daily annual (pr_ANN), seasonal (pr_MAM and pr_OND) precipitation, and representatives of heavy precipitation (90p) and very intense precipitation (99p) events. Relatively better performing RCM runs are then used to assess projected precipitation changes (for the period 2071–2099 relative to 1977–2005) over the study domain under the representative concentration pathway (RCP) 8.5 scenario. The performance of RCMs is found to be descriptor and scope specific. Overall, RCA4 (r1i1p1) forced by CNRM-CERFACS-CNRM-CM5 and MPI-M-MPI-ESM-LR, REMO2009 (r1i1p1) forced by MPI-M-MPI-ESM-LR, and RCA4 (r2i1p1) forced by MPI-M-MPI-ESM-LR emerge as the top four RCM runs. We show that an ensemble mean of the top four model runs outperforms an ensemble mean of 24 model simulations and ensemble means for all runs in an RCM. Our analysis of projections shows a reduction (increase) in mean daily precipitation for MAM(OND), an increase(decrease) in CDD(CWD) events, and a general increase in SDII and the width of the right tail of the precipitation distribution (99p–90p). An increase in SDII and 99p–90p implies a possibility of occurrence of heavy and extreme precipitation incidences by the end of the twenty-first century. Our findings provide important information to support the region’s climate change adaptation and mitigation efforts. © 2020, Springer-Verlag GmbH Germany, part of Springer Nature.
英文关键词CORDEX; Global warming; Intraseasonal precipitation variability; RCP 8.5; Regional climate model
语种英语
scopus关键词climate change; climate modeling; precipitation (climatology); regional climate; seasonal variation; spatial variation; temporal variation; East Africa
来源期刊Climate Dynamics
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/145394
作者单位School of Environmental Studies, Kenyatta University, Nairobi, Kenya; The African Academy of Sciences, Nairobi, Kenya; Fondazione CMCC Centro Euro-Mediterraneo Sui Cambiamenti Climatici, Bologna, Italy; IGAD Climate Prediction and Applications Centre, Nairobi, Kenya; Department of Economics, Ca’ Foscari University of Venice, Venice, Italy
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GB/T 7714
Ogega O.M.,Koske J.,Kung’u J.B.,et al. Heavy precipitation events over East Africa in a changing climate: results from CORDEX RCMs[J],2020,55.
APA Ogega O.M.,Koske J.,Kung’u J.B.,Scoccimarro E.,Endris H.S.,&Mistry M.N..(2020).Heavy precipitation events over East Africa in a changing climate: results from CORDEX RCMs.Climate Dynamics,55.
MLA Ogega O.M.,et al."Heavy precipitation events over East Africa in a changing climate: results from CORDEX RCMs".Climate Dynamics 55(2020).
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