GSTDTAP  > 气候变化
DOI10.1002/joc.5025
Performance of region-of-influence approach of frequency analysis of extreme rainfall in monsoon climate conditions
Das, Samiran
2017-08-01
发表期刊INTERNATIONAL JOURNAL OF CLIMATOLOGY
ISSN0899-8418
EISSN1097-0088
出版年2017
卷号37
文章类型Article
语种英语
国家Peoples R China
英文摘要

This study investigates the applicability of the region-of-influence (ROI) approach of frequency analysis of extreme rainfall in a monsoon-dominated country and to find the most appropriate scheme of the method. Seven different ROI pooling schemes are examined which differ in their similarly distance measure containing a range of different site descriptors (also known as pooling variables). The site descriptors also include average annual monsoon rainfall (AAMR) which is introduced to assess its suitability in this climatic condition. The ROI schemes are evaluated against traditional regional as well as at-site frequency analysis. The performance of the selected scheme in terms of homogeneity and frequency behaviour is also assessed. In order to determine the performance, the study uses annual maximum rainfall data of 1-day duration at 34 stations in Bangladesh, which has a tropical monsoon climate. It is found that the ROI method of any variants is superior to the traditional geographical approach of regional analysis as well as to the at-site analysis. The AAMR based pooling scheme has provided the best result among the considered ROI schemes. The pooling groups delineated based on AAMR has also passed the homogeneity test and conveyed a desirable frequency behaviour. All results indicate that the AAMR as a pooling variable, i.e. information about monsoon rainfall, should be accommodated to the estimation of extreme rainfall in a monsoon-dominated region.


英文关键词region-of-influence method regional frequency analysis pooling analysis frequency analysis of rainfall extreme precipitation analysis Bangladesh monsoon climate GEV distribution
领域气候变化
收录类别SCI-E
WOS记录号WOS:000417298600042
WOS关键词PRECIPITATION ANNUAL MAXIMA ; WASHINGTON-STATE ; FLOOD ; VARIABILITY ; STATISTICS ; BANGLADESH ; CANADA
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/37129
专题气候变化
作者单位Nanjing Univ Informat Sci & Technol, Sch Hydrometeorol, 219,Ningliu Rd, Nanjing 210044, Jiangsu, Peoples R China
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Das, Samiran. Performance of region-of-influence approach of frequency analysis of extreme rainfall in monsoon climate conditions[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY,2017,37.
APA Das, Samiran.(2017).Performance of region-of-influence approach of frequency analysis of extreme rainfall in monsoon climate conditions.INTERNATIONAL JOURNAL OF CLIMATOLOGY,37.
MLA Das, Samiran."Performance of region-of-influence approach of frequency analysis of extreme rainfall in monsoon climate conditions".INTERNATIONAL JOURNAL OF CLIMATOLOGY 37(2017).
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