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气象:2014,40(7):886-890
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有效雨量和滑坡泥石流灾害概率模型
(中国气象局公共气象服务中心,北京 100081)
Study on the Relation Between Effective Precipitation and Landslide/Debris Flow with Probabilistic Model
(Public Weather Service Centre of CMA, Beijing 100081)
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投稿时间:2013-05-02    修订日期:2014-05-06
中文摘要: 针对我国西北至东南的带状区域,将其划分为6个区划单元:黄土高原西部、秦岭山区、大巴山区、大别山区、罗霄山区和浙闽沿海。通过提取并分析滑坡泥石流灾害发生频次和雨量信息,发现对于任何一个区划单元,并不存在一个临界雨量,诱发地质灾害的有效降水处于一个比较大的区间,对于给定的有效降水,滑坡泥石流灾害只是存在一个发生的可能性。进一步研究了6个区划单元内有效雨量和滑坡泥石流灾害的概率关系。相关系数检验表明了本文计算的降水因子与滑坡泥石流灾害发生的频次服从高斯分布,可以利用密度函数曲线来定量计算有效降水为某一值情况下滑坡泥石流灾害发生的概率。研究还表明我国由西北至东南,诱发滑坡泥石流灾害的雨量值增大,增大的幅度可以通过6个区划单元降水因子与滑坡泥石流灾害高斯分布的参数来定量描述。
Abstract:Based on the assessment of susceptibility degree, the geology circumstance, geographic background and climatic factors, the zonation of the landslide and debris flow is carried out. And the research area is divided into 6 sub regions: the western part of Loess Plateau, Qinling Mountains, Daba Mountains, Dabie Mountains, Luoxiao Mountains, and Zhejiang Fujian coast. The plotting of effective precipitation and landslide/debris flow shows that effective precipitation is among a certain range instead of a critical value. The probabilistic model is adopted to describe the probabilistic relations between effective precipitation and landslide/debris flow. Correlation coefficient is calculated to evaluate the model. The result shows that effective precipitation and frequency of landslide/debris flow are normally distributed. The parameters of probabilistic model can be estimated and probability density function can be plotted. The precipitation model indicates that for each region the effective precipitation is quantitatively corresponding to the frequency of landslide/debris flow hazard. Moreover, the plotting shows that the effective precipitation increases from northwest to south east of China.
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基金项目:国家自然科学基金项目(40971016)资助
引用文本:
张国平,2014.有效雨量和滑坡泥石流灾害概率模型[J].气象,40(7):886-890.
ZHANG Guoping,2014.Study on the Relation Between Effective Precipitation and Landslide/Debris Flow with Probabilistic Model[J].Meteor Mon,40(7):886-890.