GSTDTAP  > 气候变化
DOI10.1007/s00382-017-3654-5
Seasonal prediction of the typhoon genesis frequency over the Western North Pacific with a Poisson regression model
Zhang, Xinchang1; Zhong, Shanshan1; Wu, Zhiwei2; Li, Yun3
2018-12-01
发表期刊CLIMATE DYNAMICS
ISSN0930-7575
EISSN1432-0894
出版年2018
卷号51页码:4585-4600
文章类型Article;Proceedings Paper
语种英语
国家Peoples R China; Australia
英文摘要

This study investigates the typhoon genesis frequency (TGF) in the dominant season (July to October) in Western North Pacific (WNP) using observed data in 1965-2015. Of particular interest is the predictability of the TGF and associated preseason sea surface temperature (SST) in the Pacific. It is found that, the TGF is positively related to a tri-polar pattern of April SST anomalies in North Pacific (NPTApr), while it is negatively related to SST anomalies over the Coral Sea (CSSTApr) off east coast of Australia. The NPTApr leads to large anomalous cyclonic circulation over North Pacific. The anomalous southwesterly weakens the northeast trade wind, decreases evaporation, and induces warm water in central tropical North Pacific. As such, the warming effect amplifies the temperature gradient in central tropical North Pacific, which in turn maintains the cyclonic wind anomaly in the west tropical Pacific, which favors the typhoon genesis in WNP. In the South Pacific, the CSSTApr supports the typhoon formation over the WNP by (a) strengthening the cross-equatorial flows and enhancing the Inter-tropical Convergence Zone; (b) weakening southeast and northeast trade wind, and keeping continuous warming in the center of tropical Pacific. The influence of both NPTApr and CSSTApr can persistently affect the zonal wind in the tropical Pacific and induce conditions favorable for the typhoon genesis in the typhoon season. A Poisson regression model using NPTApr and CSSTApr is developed to predict the TGF and a promising skill is achieved.


英文关键词Typhoon genesis frequency Western North Pacific Prediction Poisson regression
领域气候变化
收录类别SCI-E ; ISTP
WOS记录号WOS:000451725600040
WOS关键词TROPICAL CYCLONE ACTIVITY ; MADDEN-JULIAN OSCILLATION ; SEA-SURFACE TEMPERATURE ; EL-NINO ; FOOTPRINTING MECHANISM ; VARIABILITY ; MODULATION ; CHINA ; PRECIPITATION
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/35759
专题气候变化
作者单位1.Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Key Lab Meteorol Disaster,Minist Educ KLME, Joint Int Res Lab Climate & Environm Change ILCEC, Nanjing 210044, Jiangsu, Peoples R China;
2.Fudan Univ, Inst Atmospher Sci, Shanghai 200433, Peoples R China;
3.Western Power, Business Intelligence & Data Analyt, Perth, WA 6000, Australia
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GB/T 7714
Zhang, Xinchang,Zhong, Shanshan,Wu, Zhiwei,et al. Seasonal prediction of the typhoon genesis frequency over the Western North Pacific with a Poisson regression model[J]. CLIMATE DYNAMICS,2018,51:4585-4600.
APA Zhang, Xinchang,Zhong, Shanshan,Wu, Zhiwei,&Li, Yun.(2018).Seasonal prediction of the typhoon genesis frequency over the Western North Pacific with a Poisson regression model.CLIMATE DYNAMICS,51,4585-4600.
MLA Zhang, Xinchang,et al."Seasonal prediction of the typhoon genesis frequency over the Western North Pacific with a Poisson regression model".CLIMATE DYNAMICS 51(2018):4585-4600.
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