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DOI10.1007/s00382-018-4374-1
Differences in climate change impacts between weather patterns: possible effects on spatial heterogeneous changes in future extreme rainfall
Ohba M.; Sugimoto S.
发表日期2019
ISSN0930-7575
起始页码4177
结束页码4191
卷号52期号:2020-07-08
英文摘要The impacts of global warming/climate change on extreme rainfall events during the Baiu period in Japan and their dependency on weather patterns (WPs) were examined using the self-organizing map (SOM) method. To investigate the differences in climate change impacts on daily rainfall among the WPs, a SOM was applied to surface atmospheric circulation data from the Database for Policy Decision Making for Future Climate Change (d4PDF) to determine the dominant heavy rainfall WPs. The obtained SOM shows that different WPs are associated with regional variations in extreme rainfall events. Projected future changes in the occurrence of heavy rainfall displayed a non-uniform spatial distribution. To understand the spatial heterogeneous rainfall changes, the sensitivity of heavy rainfall WPs to climate forcing was evaluated. Results of the SOM analysis suggest that this regional variation in the future changes in extreme rainfall events could be attributed to sensitivity differences between WPs to the climate changes. These sensitivity differences can be attributed to the non-uniform spatial changes in the large-scale climatological background state in East Asia via modulations in the moist air intrusion into Japan. © 2018, Springer-Verlag GmbH Germany, part of Springer Nature.
英文关键词Baiu; Climate change; d4PDF; Extreme rainfall; Self-organizing map; Weather patterns
语种英语
scopus关键词atmospheric circulation; atmospheric forcing; climate change; climate effect; climate prediction; extreme event; mapping method; precipitation intensity; spatial variation; Japan
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/146397
作者单位Central Research Institute of Electric Power Industry, 1646 Abiko, Abiko-shi, Chiba, 270-1194, Japan
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GB/T 7714
Ohba M.,Sugimoto S.. Differences in climate change impacts between weather patterns: possible effects on spatial heterogeneous changes in future extreme rainfall[J],2019,52(2020-07-08).
APA Ohba M.,&Sugimoto S..(2019).Differences in climate change impacts between weather patterns: possible effects on spatial heterogeneous changes in future extreme rainfall.Climate Dynamics,52(2020-07-08).
MLA Ohba M.,et al."Differences in climate change impacts between weather patterns: possible effects on spatial heterogeneous changes in future extreme rainfall".Climate Dynamics 52.2020-07-08(2019).
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