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DOI | 10.1002/joc.5929 |
Copulas-based risk analysis for inter-seasonal combinations of wet and dry conditions under a changing climate | |
Fang, Wei1; Huang, Shengzhi1; Huang, Guohe2; Huang, Qiang1; Wang, Hao3; Wang, Lu1; Zhang, Ying1; Li, Pei1; Ma, Lan1 | |
发表日期 | 2019 |
ISSN | 0899-8418 |
EISSN | 1097-0088 |
卷号 | 39期号:4页码:2005-2021 |
英文摘要 | Abrupt transitions between droughts and floods present greater challenges to water resource management than independent drought or flood events. It is therefore of significant importance to further include drought-flood transitions in the risk analysis of water-related hazards under a changing climate. This study more generally evaluates the risks of combinations of dry and wet conditions between adjacent seasons. First, dry and wet conditions are monitored by the standardized precipitation index (SPI). Then, a copula-based framework is proposed for the deviation of joint return periods of dryness-wetness combinations at different severity levels. In addition, SPI series trend detection is conducted using the Mann-Kendall test to analyse the temporal-spatial changes in dry and wet conditions. Wavelet analysis is applied to investigating correlations of dry and wet conditions with climate variability signals, which may provide predictive signals for dryness-wetness combinations. The results of a case study in the Pearl River basin (PRB), China over the period of 1960-2015 indicate that (a) the flood season (from July to October) tends towards dryness and there are wetting trends in the late autumn and winter; (b) as the joint return period is considered the proxy for the risk of dryness-wetness combination, shorter joint return periods remind a higher risk of suffering from abrupt dryness-wetness transitions in the spring-summer and summer-autumn, as well as the more frequent occurrence of continued dryness/wetness in the autumn-winter and winter-spring; (c) the western and eastern PRB are separately characterized by intensified and reduced risks of the most frequent combinations under a changing climate; and (d) El Nino-Southern Oscillation events, the Pacific Decadal Oscillation and sunspot activities have a close association with dry and wet conditions in the PRB. The study provides a supplement for the current risk map and may benefit the early warning and mitigation of water-related hazards. |
WOS研究方向 | Meteorology & Atmospheric Sciences |
来源期刊 | INTERNATIONAL JOURNAL OF CLIMATOLOGY
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文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/95261 |
作者单位 | 1.Xian Univ Technol, State Key Lab Ecohydraul Northwest Arid Reg China, Xian 710048, Shaanxi, Peoples R China; 2.Univ Regina, Inst Energy Environm & Sustainable Communities, Regina, SK, Canada; 3.China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China |
推荐引用方式 GB/T 7714 | Fang, Wei,Huang, Shengzhi,Huang, Guohe,et al. Copulas-based risk analysis for inter-seasonal combinations of wet and dry conditions under a changing climate[J],2019,39(4):2005-2021. |
APA | Fang, Wei.,Huang, Shengzhi.,Huang, Guohe.,Huang, Qiang.,Wang, Hao.,...&Ma, Lan.(2019).Copulas-based risk analysis for inter-seasonal combinations of wet and dry conditions under a changing climate.INTERNATIONAL JOURNAL OF CLIMATOLOGY,39(4),2005-2021. |
MLA | Fang, Wei,et al."Copulas-based risk analysis for inter-seasonal combinations of wet and dry conditions under a changing climate".INTERNATIONAL JOURNAL OF CLIMATOLOGY 39.4(2019):2005-2021. |
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