On the use of indices to study extreme precipitation on sub-daily and daily timescales

被引:95
作者
Alexander, Lisa, V [1 ,2 ]
Fowler, Hayley J. [3 ]
Bador, Margot [1 ,2 ]
Behrangi, Ali [4 ]
Donat, Markus G. [2 ,5 ]
Dunn, Robert [6 ]
Funk, Chris [7 ,8 ]
Goldie, James [1 ,2 ]
Lewis, Elizabeth [3 ]
Roge, Marine [1 ,2 ]
Seneviratne, Sonia, I [9 ]
Venugopal, V. [10 ,11 ,12 ]
机构
[1] UNSW Sydney, Climate Change Res Ctr, Randwick, NSW 2031, Australia
[2] UNSW Sydney, ARC Ctr Excellence Climate Extremes, Randwick, NSW 2031, Australia
[3] Newcastle Univ, Sch Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[4] Univ Arizona, Dept Hydrol & Atmospher Sci, Tucson, AZ 85721 USA
[5] Barcelona Supercomp Ctr, Barcelona, Spain
[6] Met Off Hadley Ctr, Exeter EX1 3PB, Devon, England
[7] US Geol Survey, Ctr Earth Resources Observat & Sci, 959 Natl Ctr, Reston, VA 22092 USA
[8] UC Santa Barbara Climate Hazards Ctr, Santa Barbara, CA USA
[9] Swiss Fed Inst Technol, Inst Atmospher & Climate Sci, Zurich, Switzerland
[10] Indian Inst Sci, Ctr Atmospher & Ocean Sci, Bangalore 560012, Karnataka, India
[11] Indian Inst Sci, Divecha Ctr Climate Change, Bangalore 560012, Karnataka, India
[12] Indian Inst Sci, Interdisciplinary Ctr Water Res, Bangalore 560012, Karnataka, India
基金
澳大利亚研究理事会; 欧洲研究理事会;
关键词
climate indices; precipitation extremes; observations; CLIMATOLOGY CENTER; DAILY TEMPERATURE; DATA PRODUCTS; SENSITIVITY; SATELLITE; DATABASE; MAXIMUM; TRENDS; CYCLE; RAIN;
D O I
10.1088/1748-9326/ab51b6
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
While there are obstacles to the exchange of long-term high temporal resolution precipitation data, there have been fewer barriers to the exchange of so-called 'indices'. These are derived from daily and sub-daily data and measure aspects of precipitation frequency, duration and intensity that could be used for the study of extremes. This paper outlines the history of the rationale and use of these indices, the types of indices that are frequently used and the advantages and pitfalls in analysing them. Moving forward, satellite precipitation products are now showing the potential to provide global climate indices to supplement existing products using longer-term in situ gauge records but we suggest that to advance this area differences between data products, limitations in satellite-based estimation processes, and the inherent challenges of scale need to be better understood.
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页数:11
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