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Application of a Hybrid Model in Landslide Susceptibility Evaluation of the Western Tibet Plateau 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 2
作者:  Yang, Yongpeng;  Guo, Ya;  Chen, Hao;  Tang, Hao;  Li, Meng;  Sun, Ang;  Bian, Yu
收藏  |  浏览/下载：23/0  |  提交时间：2024/03/01
information model  weight of evidence  logistic regression  multi-layer perceptron  landslide susceptibility  
Exploration and Comparison of the Effect of Conventional and Advanced Modeling Algorithms on Landslide Susceptibility Prediction: A Case Study from Yadong Country, Tibet 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 12
作者:  Liang, Zhu;  Peng, Weiping;  Liu, Wei;  Huang, Houzan;  Huang, Jiaming;  Lou, Kangming;  Liu, Guochao;  Jiang, Kaihua
收藏  |  浏览/下载：7/0  |  提交时间：2024/03/01
Landslide Susceptibility  Information Value  Logistic regression  Machine learning  Deep learning  GIS  
Landslide susceptibility mapping of Gdynia using geographic information system-based statistical models 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者:  Małka A.
收藏  |  浏览/下载：24/0  |  提交时间：2021/09/01
Logistic regression  Mass movement  Statistical landslide index  Susceptibility assessment  Urbanized area  Weight of evidence  
Susceptibility assessment for rainfall-induced landslides using a revised logistic regression method 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者:  Xing X.;  Wu C.;  Li J.;  Li X.;  Zhang L.;  He R.
收藏  |  浏览/下载：30/0  |  提交时间：2021/09/01
Landslide susceptibility  Logistic regression method  Natural disaster  Rainfall-induced landslide  
Comparing classical statistic and machine learning models in landslide susceptibility mapping in Ardanuc (Artvin), Turkey 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 2
作者:  Akinci H.;  Zeybek M.
收藏  |  浏览/下载：14/0  |  提交时间：2021/09/01
GIS  Landslide susceptibility assessment  Logistic regression  Random forest  Support vector machine  
An optimal sample selection-based logistic regression model of slope physical resistance against rainfall-induced landslide 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者:  Sun D.;  Wen H.;  Zhang Y.;  Xue M.
收藏  |  浏览/下载：31/0  |  提交时间：2021/09/01
Disaster resistance  Geospatial data  Logistic regression (LR) model  Mountain slopes  
Landslide zonation and assessment of Farizi watershed in northeastern Iran using data mining techniques 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 3
作者:  Naemitabar M.;  Zanganeh Asadi M.
收藏  |  浏览/下载：8/0  |  提交时间：2021/09/01
Farizi watershed  Landslide  Logistic model tree (LMT)  Support vector machine (SVM)  The boosted regression trees (BRT) model  The random forest (RF) algorithm  
Impacts of earthquake knowledge and risk perception on earthquake preparedness of rural residents 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者:  Ao Y.;  Zhang H.;  Yang L.;  Wang Y.;  Martek I.;  Wang G.
收藏  |  浏览/下载：20/0  |  提交时间：2021/09/01
China  Earthquake knowledge  Earthquake preparedness  Exploratory factor analysis  Random-effect logistic regression  Risk perception  Rural region  
Torrential rainfall-induced landslide susceptibility assessment using machine learning and statistical methods of eastern Himalaya 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 1
作者:  Chowdhuri I.;  Pal S.C.;  Chakrabortty R.;  Malik S.;  Das B.;  Roy P.
收藏  |  浏览/下载：46/0  |  提交时间：2021/09/01
Boosted regression tree  Ensemble methods  Landslide susceptibility  Logistic regression  Random forest  
Application of the borderline-SMOTE method in susceptibility assessments of debris flows in Pinggu District, Beijing, China 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 3
作者:  Li Y.;  Chen J.;  Tan C.;  Li Y.;  Gu F.;  Zhang Y.;  Mehmood Q.
收藏  |  浏览/下载：176/0  |  提交时间：2021/09/01
Beijing  Borderline-SMOTE  Debris flow  Logistic regression  Susceptibility assessment