Case study of a landslide continuous probability rainfall threshold analysis based on the prediction interval principle

被引:3
|
作者
Huang, Yu [1 ,2 ]
Zhao, Cuizhu [1 ]
Jin, Xiaoyan [1 ]
Zhu, Yan [3 ]
Peng, Ming [1 ]
Chen, Zhiyi [1 ]
机构
[1] Tongji Univ, Coll Civil Engn, Dept Geotech Engn, Shanghai 200092, Peoples R China
[2] Tongji Univ, Key Lab Geotech & Underground Engn, Minist Educ, Shanghai 200092, Peoples R China
[3] China Shipbuilding NDRI Engn Co Ltd, Shanghai Res Ctr Ocean & Shipbuilding Engn, Shanghai 200090, Peoples R China
来源
SCIENTIFIC REPORTS | 2023年 / 13卷 / 01期
基金
中国国家自然科学基金;
关键词
TRIGGERED LANDSLIDES; SHALLOW LANDSLIDES; SLOPES; INTENSITY; STABILITY;
D O I
10.1038/s41598-023-29625-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Bazhong City is located on stratum dominated by red-bed conditions. This type of weak geological condition with sand and mudstone interbedding is very easily affected by climatic conditions to produce rainfall-type landslides. On the basis of landslide data statistics collected in Bazhong City from 2011 to 2019, this paper uses ERA5-Land rainfall data to statistically analyze the correlation between rainfall and landslide events in Bazhong City. The landslide events in Bazhong City are greatly affected by rainfall events lasting for 10 days. Considering the influence of rainfall seepage and other processes, an effective cumulative rainfall-duration threshold curve for Bazhong City is obtained via median nonlinear fitting. Then, on the basis of the prediction interval, the rainfall threshold formula under different landslide occurrence probabilities is obtained and the critical threshold curve with a non-exceeding probability of 1% in Bazhong City is calculated and verified. Subsequently, a continuous probability distribution fitting function of landslide occurrence is established and a continuous probability distribution surface with a good fitting effect in Bazhong City is obtained. This allows a definite probability of whether future rainfall events will induce landslides to be obtained, providing an important basis for engineering disaster prevention and mitigation.
引用
收藏
页数:14
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