GSTDTAP  > 地球科学
DOI10.1016/j.atmosres.2018.05.019
Copula-based probabilistic characterization of precipitation extremes over North Sikkim Himalaya
Goswami, Uttam P.1; Hazra, B.1; Goyal, Manish Kumar1,2
2018-11-01
发表期刊ATMOSPHERIC RESEARCH
ISSN0169-8095
EISSN1873-2895
出版年2018
卷号212页码:273-284
文章类型Article
语种英语
国家India
英文摘要

Changes in climate extremes are studied based on the daily precipitation in North Sikkim Himalaya. The Coupled Model Intercomparison Project Phase 5 (CMIP5) Global Climate Models GCMs) and their Representative Concentration Pathways (RCPs) and India Meteorological Department (IMD) daily precipitation dataset are used for future and observed time periods, respectively. The purpose of this study is to examine the copula-based probabilistic behavior of precipitation extremes over the eastern Himalayan region. Seven extreme combinations were developed based on the eight defined precipitation indices. The extreme combination designates the duration, frequency and amount of heavy and weak precipitation in the same year. Statistical downscaling model (SDSM) and copulas are used for downscaling and bivariate behavior of precipitation extremes, respectively. Trend analysis result exhibits that the precipitation and its extremes (intensity, wet days, heavy precipitation days and very heavy precipitation days) are increasing significantly during 2006-2100. The spatial distributions of joint return period (JRP) of (T5, T10 and T20) marginal values are quite same during 1979-2005. In addition, the co-occurrences of heavy and weak precipitation would be more frequent in future, resulting higher risk of floods and droughts within the same year. The North Sikkim region may be at high risk of floods because precipitation extremes are increasing along with co-occurrence of flood and drought in the same year.


英文关键词Climate change Precipitation extreme indices Joint return period (JRP) Copula CMIP5 Himalaya
领域地球科学
收录类别SCI-E
WOS记录号WOS:000439403300022
WOS关键词SPATIOTEMPORAL PATTERNS ; CLIMATE EXTREMES ; WEATHER EVENTS ; FREQUENCY ; INDEXES ; TEMPERATURE ; VARIABILITY ; DROUGHTS ; TRENDS ; CHINA
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/15211
专题地球科学
作者单位1.Indian Inst Technol, Dept Civil Engn, Gauhati 781039, India;
2.Indian Inst Technol, Discipline Civil Engn, Indore 453552, Madhya Pradesh, India
推荐引用方式
GB/T 7714
Goswami, Uttam P.,Hazra, B.,Goyal, Manish Kumar. Copula-based probabilistic characterization of precipitation extremes over North Sikkim Himalaya[J]. ATMOSPHERIC RESEARCH,2018,212:273-284.
APA Goswami, Uttam P.,Hazra, B.,&Goyal, Manish Kumar.(2018).Copula-based probabilistic characterization of precipitation extremes over North Sikkim Himalaya.ATMOSPHERIC RESEARCH,212,273-284.
MLA Goswami, Uttam P.,et al."Copula-based probabilistic characterization of precipitation extremes over North Sikkim Himalaya".ATMOSPHERIC RESEARCH 212(2018):273-284.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Goswami, Uttam P.]的文章
[Hazra, B.]的文章
[Goyal, Manish Kumar]的文章
百度学术
百度学术中相似的文章
[Goswami, Uttam P.]的文章
[Hazra, B.]的文章
[Goyal, Manish Kumar]的文章
必应学术
必应学术中相似的文章
[Goswami, Uttam P.]的文章
[Hazra, B.]的文章
[Goyal, Manish Kumar]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。