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Copula-based drought risk assessment combined with an integrated index in the Wei River Basin, China

机译:魏河流域基于Copula的干旱风险评估与综合指标

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It is critical to assess drought risk based on a reliably integrated drought index incorporating comprehensive information of meteorology, hydrology and agriculture drought indices, which is of great value for further understanding the future drought tendency, prevention and mitigation. Thus, the primary objective of this study was to focus on constructing a multivariate integrated drought index (MIDI) by coupling four drought indices (i.e., Precipitation Anomaly Percentage (PAP), Runoff Anomaly Percentage (RAP), Standardized Precipitation Index with 6-month aggregation time step (SPI6) and Modified Palmer Drought Severity Index (MPDSI)) to objectively and comprehensively investigate drought risk. The variable fuzzy set theory and entropy weight method are used during the MIDI construction process. Based on the MIDI, a drought event including drought duration and severity is redefined using run theory. Then copula-based drought risk is fully assessed through the joint probability distribution of drought duration and severity. Results indicate the following: (1) the constructed MIDI is consistent with the Standardized Precipitation Index (SPI) and Runoff Anomaly Percentage (RAP) series, and it is more sensitive and effective to capture historical drought events; (2) the drought characteristics present noticeable spatial variability among five subzones, and the entire basin has 49 droughts with the longest drought duration spanning 8.55 months; and (3) the mainstream, especially the middle and lower reaches, has higher occurrences of severe droughts for approximately every 10 years. (C) 2016 Elsevier B.V. All rights reserved.
机译:基于可靠的综合干旱指数评估干旱风险至关重要,该指数综合了气象,水文和农业干旱指数的综合信息,对于进一步了解未来的干旱趋势,预防和缓解措施具有重要价值。因此,本研究的主要目的是通过结合四个干旱指数(即降水异常百分比(PAP),径流异常百分比(RAP),标准化降水指数)与六个月的耦合来构建多元综合干旱指数(MIDI)。聚合时间步长(SPI6)和修正的Palmer干旱严重度指数(MPDSI)),以客观,全面地调查干旱风险。在MIDI构造过程中使用了可变模糊集理论和熵权法。基于MIDI,使用运行理论重新定义包括干旱持续时间和严重程度的干旱事件。然后通过干旱持续时间和严重程度的联合概率分布,充分评估了基于copula的干旱风险。结果表明:(1)构造的MIDI与标准降水指数(SPI)和径流异常百分率(RAP)系列一致,并且更灵敏和有效地捕获了历史干旱事件; (2)干旱特征在五个分区之间表现出明显的空间变异性,整个盆地共有49次干旱,最长干旱持续时间为8.55个月; (3)主流,尤其是中下游地区,大约每10年发生一次严重干旱的可能性更高。 (C)2016 Elsevier B.V.保留所有权利。

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