Relating anomalous large-scale atmospheric circulation patterns to temperature and precipitation anomalies in the East Asian monsoon region
Yang, Y; Gao, M; Xie, NR; Gao, ZQ
刊名ATMOSPHERIC RESEARCH
2020-02-01
卷号232页码:UNSP 104679
关键词Atmospheric circulation patterns Self-organizing map Temperature and precipitation anomalies East Asian Monsoon
ISSN号0169-8095
DOI10.1016/j.atmosres.2019.104679
产权排序[Yang, Ye ; Gao, Meng ; Xie, Naru ; Gao, Zhiqiang] Chinese Acad Sci, Key Lab Coastal Environm Proc & Ecol Remediat, Yantai Inst Coastal Zone Res, Yantai 264003, Peoples R China ; [Yang, Ye ; Xie, Naru] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
文献子类Article
英文摘要The anomalous large-scale atmospheric circulation patterns concerned with surface air temperature and precipitation anomalies within East Asian Monsoon region for winter and summer months from 1979 to 2017 are analyzed by employing the self-organizing map (SOM) neural network. The asymmetric 3 x 4 SOM neural network is firstly constructed with the geopotential height anomalies at 500-hPa level as the only input variable. Then 12 characteristic anomalous large-scale atmospheric circulation patterns (nodes) are identified. The composites of temperature and precipitation anomalies as well as vertical wind anomalies at 500-hPa level assigned to each node are generated and visualized. The spatial distributions of anomalous geopotential height (anticyclones or cyclones) are highly consistent with that of surface air temperature anomalies in both winter and summer. Most precipitation extremes in winter are attributed to the joint effect of the horizontal and vertical atmospheric motions, while strong air convection is prone to inducing extreme precipitation events in summer. Based on the SOM classification, the differences of atmospheric circulations, temperature and precipitation anomalies have also been partly identified in strong and weak phases of East Asia Monsoon.
WOS关键词SUMMER MONSOON ; CLIMATE EXTREMES ; INTERANNUAL VARIABILITY ; CHINA ; EVENTS ; SIMULATION ; SYSTEM ; IMPACT ; INDEX
WOS研究方向Meteorology & Atmospheric Sciences
语种英语
WOS记录号WOS:000513179100003
资助机构Youth Innovation Promotion Association of CAS, China [2016195] ; Key Research Project of Basic and Frontier Science of CAS, China [ZDBS-LY-7010] ; National Natural Science Foundation of ChinaNational Natural Science Foundation of China [31570423]
内容类型期刊论文
源URL[http://ir.yic.ac.cn/handle/133337/24761]  
专题烟台海岸带研究所_海岸带信息集成与综合管理实验室
烟台海岸带研究所_中科院海岸带环境过程与生态修复重点实验室
作者单位1.Chinese Acad Sci, Key Lab Coastal Environm Proc & Ecol Remediat, Yantai Inst Coastal Zone Res, Yantai 264003, Peoples R China;
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
推荐引用方式
GB/T 7714
Yang, Y,Gao, M,Xie, NR,et al. Relating anomalous large-scale atmospheric circulation patterns to temperature and precipitation anomalies in the East Asian monsoon region[J]. ATMOSPHERIC RESEARCH,2020,232:UNSP 104679.
APA Yang, Y,Gao, M,Xie, NR,&Gao, ZQ.(2020).Relating anomalous large-scale atmospheric circulation patterns to temperature and precipitation anomalies in the East Asian monsoon region.ATMOSPHERIC RESEARCH,232,UNSP 104679.
MLA Yang, Y,et al."Relating anomalous large-scale atmospheric circulation patterns to temperature and precipitation anomalies in the East Asian monsoon region".ATMOSPHERIC RESEARCH 232(2020):UNSP 104679.
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