GSTDTAP  > 气候变化
DOI10.1002/joc.4789
Logistic regression analysis of drought persistence in East China
Meng, Lei1,2; Ford, Trent3; Guo, Ying4
2017-03-15
发表期刊INTERNATIONAL JOURNAL OF CLIMATOLOGY
ISSN0899-8418
EISSN1097-0088
出版年2017
卷号37期号:3
文章类型Article
语种英语
国家USA; Peoples R China
英文摘要

East China (EC) has experienced a number of severe droughts in recent decades. Understanding the characteristics of droughts and their persistence will provide operational guidelines for water resource management and agricultural production. This study uses a logistic regression model to measure the probability of drought occurrence in the current season given the previous season's Standardized Precipitation Index (SPI) and Southern Oscillation Index (SOI) as well as drought persistence. Results reveal large spatial and seasonal variations in the relationship between the previous season's SPI and the drought occurrence probability in a given season. The drought persistence averaged over the entire study area for all the four seasons is approximately 34% with large variations from season to season and from region to region. The East and Northeast regions have the largest summer drought persistence (approximate to 40%) and lowest fall drought persistence (approximate to 28%). The spatial pattern in winter and spring drought persistence is dissimilar with stronger winter and weaker spring drought persistence in the Southwest and Northeast relative to other regions. Logistic regression analysis indicates a stronger negative relationship in summer-to-fall (or between fall drought occurrence and summer SPI) than other inter-season relationships. Most of the stations with significant relationships in summer-to-fall lie in the East and the southern part of the North region. Significant negative relationships in winter-spring and fall-winter are primarily located on the western portion of the study area. A significant negative spring-summer relationship exists in the North region. Further, spring drought occurrence has a statistically significant positive relationship with winter SOI in the Southeast. Fall drought occurrence and summer SOI are negatively correlated in the northwest portion of EC (i.e. the border of North and Southwest regions). Overall, this study demonstrates that the impact of previous season SPI and SOI on current season drought varies substantially from region to region and from season to season. This study also shows stronger drought persistence in summer than in other seasons. In other words, the probability of fall drought occurrence is closely related to summer moisture conditions in the EC.


英文关键词Standardized Precipitation Index drought persistence logistic regression model East China
领域气候变化
收录类别SCI-E
WOS记录号WOS:000395349500023
WOS关键词ASIAN SUMMER MONSOON ; SOIL-MOISTURE ; PRECIPITATION ; RAINFALL ; WINTER ; CIRCULATION ; IMPACTS ; TREND
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/37025
专题气候变化
作者单位1.Western Michigan Univ, Dept Geog, Kalamazoo, MI 49008 USA;
2.Western Michigan Univ, Environm & Sustainabil Studies Program, Kalamazoo, MI 49008 USA;
3.Southern Illinois Univ, Dept Geog & Environm Resources, Carbondale, IL USA;
4.Chinese Acad Sci, Inst Genet & Dev Biol, Hebei Key Lab Agr Water Saving, Key Lab Agr Water Resources,Ctr Agr Resources Res, Shijiazhuang, Peoples R China
推荐引用方式
GB/T 7714
Meng, Lei,Ford, Trent,Guo, Ying. Logistic regression analysis of drought persistence in East China[J]. INTERNATIONAL JOURNAL OF CLIMATOLOGY,2017,37(3).
APA Meng, Lei,Ford, Trent,&Guo, Ying.(2017).Logistic regression analysis of drought persistence in East China.INTERNATIONAL JOURNAL OF CLIMATOLOGY,37(3).
MLA Meng, Lei,et al."Logistic regression analysis of drought persistence in East China".INTERNATIONAL JOURNAL OF CLIMATOLOGY 37.3(2017).
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