GSTDTAP  > 地球科学
DOI10.1016/j.atmosres.2017.07.017
Changes of extreme precipitation and nonlinear influence of climate variables over monsoon region in China
Gao, Tao1,3; Wang, Huixia Judy2; Zhou, Tianjun1
2017-11-15
发表期刊ATMOSPHERIC RESEARCH
ISSN0169-8095
EISSN1873-2895
出版年2017
卷号197
文章类型Article
语种英语
国家Peoples R China; USA
英文摘要

The El Nino-Southern Oscillation (ENSO), Indian Ocean Dipole (IOD), North Atlantic Oscillation (NAO), Atlantic Multidecadal Oscillation (AMO) and Pacific decadal oscillation (PDO) are well understood to be major drivers for the variability of precipitation extremes over monsoon regions in China (MRC). However, research on monsoon extremes in China and their associations with climate variables is limited. In this study, we examine the space-time variations of extreme precipitation across the MRC, and assess the time-varying influences of the climate drivers using Bayesian dynamic linear regression and their combined nonlinear effects through fitting generalized additive models. Results suggest that the central-east and south China is dominated by less frequent but more intense precipitation. Extreme rainfalls show significant positive trends, coupled with a significant decline of dry spells, indicating an increasing chance of occurrence of flood-induced disasters in the MRC during 1960-2014. Majority of the regional indices display some abrupt shifts during the 1990s. The influences of climate variables on monsoon extremes exhibit distinct interannual or interdecadal variations. IOD, ENSO and AMO have strong impacts on monsoon and extreme precipitation, especially during the 1990s, which is generally consistent with the abrupt shifts in precipitation regimes around this period. Moreover, ENSO mainly affects moderate rainfalls and dry spells, while IOD has a more significant impact on precipitation extremes. These findings could be helpful for improving the forecasting of monsoon extremes in China and the evaluations of climate models.


英文关键词Bayesian dynamic linear regression Extreme precipitation Generalized additive models Monsoon regions China
领域地球科学
收录类别SCI-E
WOS记录号WOS:000412250700031
WOS关键词ASIAN SUMMER MONSOON ; INDIAN-OCEAN DIPOLE ; DAILY TEMPERATURE ; EL-NINO ; RAINFALL ; VARIABILITY ; ENSO ; OSCILLATION ; CIRCULATION ; FREQUENCY
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/38106
专题地球科学
作者单位1.Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geop, Beijing 100029, Peoples R China;
2.George Washington Univ, Dept Stat, Washington, DC 20052 USA;
3.Heze Univ, Dept Resources & Environm, Heze 274000, Peoples R China
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GB/T 7714
Gao, Tao,Wang, Huixia Judy,Zhou, Tianjun. Changes of extreme precipitation and nonlinear influence of climate variables over monsoon region in China[J]. ATMOSPHERIC RESEARCH,2017,197.
APA Gao, Tao,Wang, Huixia Judy,&Zhou, Tianjun.(2017).Changes of extreme precipitation and nonlinear influence of climate variables over monsoon region in China.ATMOSPHERIC RESEARCH,197.
MLA Gao, Tao,et al."Changes of extreme precipitation and nonlinear influence of climate variables over monsoon region in China".ATMOSPHERIC RESEARCH 197(2017).
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