The Influence of Five Teleconnection Patterns on Wintertime Extratropical Cyclones over Northwest Pacific | |
Xie, Naru1,3; Sun, Yidi1,3; Gao, Meng1,2,3 | |
刊名 | ATMOSPHERE
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2020-11-01 | |
卷号 | 11期号:11页码:17 |
关键词 | extratropical cyclones teleconnection patterns composite analysis Poisson regression Bayesian model averaging |
DOI | 10.3390/atmos11111248 |
通讯作者 | Gao, Meng(mgao@yic.ac.cn) |
英文摘要 | Extratropical cyclones (ETCs) over the Northwest Pacific are identified and tracked by applying an objective tracking algorithm to the 6-h time interval relative vorticity fields from the European Center for Medium-range Weather Forecasts (ECMWF) reanalysis data. A total of 2145 ETCs in the November-February winters for the period of 1979-2018 were identified. First, by comparing the ETC track densities in the two periods 1979-1998 and 1999-2018, a significant difference in ETC track density was detected over the Japan Sea, Japan, and North Pacific. Next, the influence of five teleconnection patterns, the El Nino-Southern Oscillation (ENSO), Western Pacific (WP), North Atlantic Oscillation (NAO), Pacific/North American (PNA), and Pacific Decadal Oscillation (PDO) on the ETC track density was investigated by using composite analysis and correlation analysis. WP, NAO, and PDO patterns contributed more to the interannual variability of ETC track density, and higher cyclone densities usually occur in the negative phase of these teleconnection patterns. In contrast, the effects of ENSO and PNA were relatively weak. Finally, a Poisson generalized linear regression model for the ETC counts with respect to the five teleconnection indices was also developed for the purpose of linking all the teleconnection patterns with ETC activities over Northwest Pacific; and the Bayesian model averaging (BMA) procedure was used for model selection in the statistical modeling. The influence of the five teleconnection patterns on ETC track density was also verified in the regression model. The predicted winter ETC counts agreed well with the historical records during 1979-2018 over the Northwest Pacific. |
资助项目 | Key Deployment Project of Center for Ocean Mega-Science, CAS[COMS2019J02] ; Key Research Program of Frontier Science of Chinese Academy of Sciences[ZDBS-LY-7010] ; National Natural Science Foundation of China[31570423] ; Youth Innovation Promotion Association of CAS[2016195] |
WOS关键词 | SURFACE CYCLOLYSIS ; LIFE-CYCLE ; MODEL ; CLASSIFICATION ; CLIMATOLOGY ; OCEAN ; VARIABILITY ; FREQUENCY ; DIAGNOSIS |
WOS研究方向 | Meteorology & Atmospheric Sciences |
语种 | 英语 |
WOS记录号 | WOS:000593530500001 |
资助机构 | Key Deployment Project of Center for Ocean Mega-Science, CAS ; Key Research Program of Frontier Science of Chinese Academy of Sciences ; National Natural Science Foundation of China ; Youth Innovation Promotion Association of CAS |
内容类型 | 期刊论文 |
源URL | [http://ir.yic.ac.cn/handle/133337/28290] ![]() |
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 |
通讯作者 | Gao, Meng |
作者单位 | 1.Chinese Acad Sci, Yantai Inst Coastal Zone Res, Key Lab Coastal Zone Environm Proc & Ecol Remedia, Yantai 264003, Peoples R China 2.Chinese Acad Sci, Ctr Ocean Mega Sci, Qingdao 266071, Peoples R China 3.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China |
推荐引用方式 GB/T 7714 | Xie, Naru,Sun, Yidi,Gao, Meng. The Influence of Five Teleconnection Patterns on Wintertime Extratropical Cyclones over Northwest Pacific[J]. ATMOSPHERE,2020,11(11):17. |
APA | Xie, Naru,Sun, Yidi,&Gao, Meng.(2020).The Influence of Five Teleconnection Patterns on Wintertime Extratropical Cyclones over Northwest Pacific.ATMOSPHERE,11(11),17. |
MLA | Xie, Naru,et al."The Influence of Five Teleconnection Patterns on Wintertime Extratropical Cyclones over Northwest Pacific".ATMOSPHERE 11.11(2020):17. |
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