PROGRESS IN GEOGRAPHY ›› 2014, Vol. 33 ›› Issue (11): 1486-1497.doi: 10.11820/dlkxjz.2014.11.006
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Online:
2014-11-25
Published:
2014-11-25
CLC Number:
Xilin LIU, Zhihai SHANG. Risk analysis methods of natural disasters and their applicability[J].PROGRESS IN GEOGRAPHY, 2014, 33(11): 1486-1497.
Tab. 1
Advantages and disadvantages of different index system for the assessment of natural disaster risk"
方法名称 | 优点 | 缺点 |
---|---|---|
多因子加权评价法 | 建立指标体系和分析模型简便可行 | 不同研究结果可比性较差 |
模糊综合评判法 | 较好解决风险的模糊性、不确定性,使模糊现象适度精确化 | 评判指标权重确定具有主观性 |
人工神经网络法 | 客观性较强,可靠性较高 | 对样本要求很高 |
地理信息叠加法 | 风险表达的直观性较强 | 受制于信息处理技术与遥感数据的分辨率 |
层次分析法 | 系统性较强,所需数据较少,可操作性较强 | 客观性不够 |
灰色关联分析法 | 对数据要求较低,计算量较小,易于程序化处理 | 分析结果有争议 |
物元分析法 | 计算方法简便,结果比较客观,易于计算机编程 | 预测结果精度不够 |
信息扩散模型法 | 可操作性较强、数据需求较小、结果意义比较明确 | 对不同类型扩散函数的适用条件及相应扩散系数的确定有一定难度,分析结果不够全面 |
集对分析法 | 结构简单,计算简洁,评价结果可信度较高 | 评价指标的选取和评价结果分级标准化程度不够,置信值确定方面存在不足 |
数据包络分析法 | 不需要预先估计参数,能够一定程度上避免主观干扰,并能简化运算、减少误差 | 数据处理结果不稳定,同类结果可比性较差 |
投影寻踪法 | 克服了评价等级的模糊性,提高了评价结果客观性 | 计算过程复杂,编程实现困难 |
信息熵法 | 计算过程较简单,结果较客观,数据获取方便 | 数据来源单一,可靠性有待检验 |
突变理论评价法 | 无需计算权重,减少了人为主观性,计算简便 | 评价结果数值有一定缺陷 |
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