全球变暖条件下北太平洋盆地西部热带气旋时空变化特征的分位数回归分析

IF 1.9 3区 工程技术 Q3 ENGINEERING, CIVIL
X. J. Wang, J. W. Yang, B. Huang, J. Cao
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引用次数: 0

摘要

热带气旋每年都会给中国东南沿海地区造成巨大的经济损失和人员伤亡。为了解全球和北太平洋西部热带气旋(包括强度、最低中心气压、持续时间和产生位置)的时空变化特征,采用分位数回归和最小二乘回归方法分析了1949 - 2018年热带气旋的月变化特征和年际变化特征。结果表明:全球气候温度和热带气旋年最大风速在不同分位数下都有增大的趋势;而在不同分位数下,El Niño、La Niña和正常年,WNP盆地产生的热带气旋最大风速基本随年数的增加而减小。热带气旋最大风速的年际变化明显受到ENSO事件的影响。同样,本研究还分析了1949 - 2018年的最低中心气压、持续时间和tc的产生位置。研究结果可为北太平洋西部热带气旋的数据分析和趋势预测提供有效参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantile regression analysis of time-space variation characteristics of tropical cyclones in the west North Pacific basin under global warming
ABSTRACT The enormous economic losses and casualties were caused by tropical cyclones in the southeast coastal areas of China every year. In order to understand the time-space variation characteristics of tropical cyclones (including intensity, minimum central atmosphere pressure, duration, and generation position) in the global and the western North Pacific basin, the monthly and interannual variation characteristics of tropical cyclones from 1949 to 2018 were analyzed by the quantile regression method and least square regression method. The results show that the global climate temperature and the annual maximum wind speed of tropical cyclones have a tendency to increase under different quantiles. While the maximum wind speed of tropical cyclones generated in the WNP basin basically decreases with the increase of years in El Niño, La Niña, and normal years under different quantiles. It is obvious that the interannual variation of the maximum wind speed of tropical cyclones is affected by the ENSO events. Similarly, minimum central atmospheric pressure, duration, and generation position of TCs from 1949 to 2018 are also analyzed in the present study. The results of this study can provide an effective reference for data analysis and trend prediction of tropical cyclones in the western North Pacific basin.
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来源期刊
Coastal Engineering Journal
Coastal Engineering Journal 工程技术-工程:大洋
CiteScore
4.60
自引率
8.30%
发文量
0
审稿时长
7.5 months
期刊介绍: Coastal Engineering Journal is a peer-reviewed medium for the publication of research achievements and engineering practices in the fields of coastal, harbor and offshore engineering. The CEJ editors welcome original papers and comprehensive reviews on waves and currents, sediment motion and morphodynamics, as well as on structures and facilities. Reports on conceptual developments and predictive methods of environmental processes are also published. Topics also include hard and soft technologies related to coastal zone development, shore protection, and prevention or mitigation of coastal disasters. The journal is intended to cover not only fundamental studies on analytical models, numerical computation and laboratory experiments, but also results of field measurements and case studies of real projects.
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