GSTDTAP  > 气候变化
DOI10.1002/2017JD026956
Entropy-Aided Evaluation of Meteorological Droughts Over China
Sang, Yan-Fang1,2; Singh, Vijay P.3,4; Hu, Zengyun5; Xie, Ping6; Li, Xinxin1,7
2018-01-27
发表期刊JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
ISSN2169-897X
EISSN2169-8996
出版年2018
卷号123期号:2页码:740-749
文章类型Article
语种英语
国家Peoples R China; USA
英文摘要

Evaluation of drought and its spatial distribution is essential to develop mitigation measures. In this study, we employed the entropy index to investigate the spatiotemporal variability of meteorological droughts over China. Entropy values, with a reliable hydrological and geographical basis, are closely related to the months of precipitation deficit and its mean magnitude and can thus represent the physical formation of droughts. The value of entropy index can be roughly classified as <0.35, 0.36-0.90, and >0.90, reflecting high, middle, and low occurrence probabilities of droughts. The accumulated precipitation deficits, based on the standardized precipitation-evapotranspiration index at the 1, 3, 6, and 12month scales, consistently increase with entropy decrease, no matter considering the moderately, severely, or extremely dry conditions. Therefore, Northwest China and North China, with smaller entropy values, have higher occurrence probability of droughts than South China, with a break at 38 degrees N latitude. The aggravating droughts in North China and Southwest China over recent decades are represented by the increase in both the occurrence frequency and the magnitude. The entropy, determined by absolute magnitude of the difference between precipitation and potential evapotranspiration, as well as its scatter and skewness characteristics, is easily calculated and can be an effective index for evaluating drought and its spatial distribution. We therefore identified dominant thresholds for entropy values and statistical characteristics of precipitation deficit, which would help evaluate the occurrence probability of droughts worldwide.


英文关键词information entropy drought precipitation statistical characteristics climate change
领域气候变化
收录类别SCI-E
WOS记录号WOS:000425520200007
WOS关键词HYDROLOGICAL DROUGHTS ; TEMPERATURE ; INDEX ; INFORMATION ; SENSITIVITY ; IMPACTS ; EVENTS
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/32401
专题气候变化
作者单位1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China;
2.Univ Washington, Dept Atmospher Sci, Seattle, WA 98195 USA;
3.Texas A&M Univ, Dept Biol & Agr Engn, College Stn, TX USA;
4.Texas A&M Univ, Zachry Dept Civil Engn, College Stn, TX USA;
5.Hong Kong Baptist Univ, Dept Geog, Hong Kong, Hong Kong, Peoples R China;
6.Wuhan Univ, State Key Lab Water Resources & Hydropower Engn S, Wuhan, Hubei, Peoples R China;
7.Univ Chinese Acad Sci, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Sang, Yan-Fang,Singh, Vijay P.,Hu, Zengyun,et al. Entropy-Aided Evaluation of Meteorological Droughts Over China[J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,2018,123(2):740-749.
APA Sang, Yan-Fang,Singh, Vijay P.,Hu, Zengyun,Xie, Ping,&Li, Xinxin.(2018).Entropy-Aided Evaluation of Meteorological Droughts Over China.JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES,123(2),740-749.
MLA Sang, Yan-Fang,et al."Entropy-Aided Evaluation of Meteorological Droughts Over China".JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES 123.2(2018):740-749.
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