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Regional comprehensive drought disaster risk dynamic evaluation based on projection pursuit clustering

机译:基于投影寻踪聚类的区域干旱灾害综合风险动态评价

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摘要

We used system theory to analyze the structure of a regional drought disaster system and separated the drought disaster risk system into three subsystems. These were drought disaster-causing factors, disaster-inducing environments, and disaster-bearing bodies. Analysis of the main factors of these subsystems allowed the establishment of a regional comprehensive drought disaster risk evaluation index system. To simultaneously evaluate the distribution and development trends of the regional comprehensive drought disaster risk, we established a dynamic evaluation model. Based on the ideas of the projection pursuit clustering method and the dynamic comprehensive evaluation method, the model can make use of multi-dimensional space-time drought disaster information. The model was applied to evaluate comprehensive drought disaster risk in the Xuzhou region, China. The evaluation results show that the method was able to illustrate the development trend and distribution of the comprehensive drought disaster risk in the Xuzhou region. The clustering zoning results show that Pizhou City is the area with the highest risk in Xuzhou, while Fengxian has the lowest. The development trend of comprehensive drought disaster risk with time is not significant.
机译:我们使用系统理论分析了区域干旱灾害系统的结构,并将干旱灾害风险系统分为三个子系统。这些是造成干旱的灾害因素,诱发灾害的环境和受灾机构。通过对这些子系统的主要因素进行分析,可以建立区域综合干旱灾害风险评估指标体系。为了同时评价区域干旱综合灾害风险的分布和发展趋势,建立了动态​​评价模型。该模型基于投影寻踪聚类方法和动态综合评价方法的思想,可以利用多维时空干旱灾害信息。该模型用于评估中国徐州地区的综合干旱灾害风险。评价结果表明,该方法能够说明徐州地区干旱灾害综合风险的发展趋势和分布。聚类分区结果表明,Pi州市是徐州风险最高的地区,奉贤县最低。随着时间的推移,干旱灾害综合风险的发展趋势并不明显。

著录项

  • 来源
    《Water Policy》 |2018年第2期|410-428|共19页
  • 作者单位

    Inst Water Resources & Hydropower Res, Key Lab Simulat & Regulat Water Cycle River Basin, A-1 Fuxing Rd, Beijing 100038, Peoples R China;

    State Nucl Elect Power Planning Design & Res Inst, Beijing 100094, Peoples R China;

    Inst Water Resources & Hydropower Res, Key Lab Simulat & Regulat Water Cycle River Basin, A-1 Fuxing Rd, Beijing 100038, Peoples R China;

    Hohai Univ, Coll Water Resources & Hydrol, Nanjing 210098, Jiangsu, Peoples R China;

    Inst Water Resources & Hydropower Res, Key Lab Simulat & Regulat Water Cycle River Basin, A-1 Fuxing Rd, Beijing 100038, Peoples R China;

    Inst Water Resources & Hydropower Res, Key Lab Simulat & Regulat Water Cycle River Basin, A-1 Fuxing Rd, Beijing 100038, Peoples R China;

    Inst Water Resources & Hydropower Res, Key Lab Simulat & Regulat Water Cycle River Basin, A-1 Fuxing Rd, Beijing 100038, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Comprehensive drought disaster risk; Drought disaster zoning; Dynamics evaluation; Projection pursuit clustering; Time series analysis;

    机译:综合干旱灾害风险;干旱灾害区划;动力学评价;投影寻踪聚类;时间序列分析;

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