Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1002/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
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ISSN | 0899-8418 |
EISSN | 1097-0088 |
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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