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DOI | 10.1007/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 |
ISSN | 0930-7575 |
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
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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 |
推荐引用方式 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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