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| 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:20/0  |  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:27/0  |  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:12/0  |  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:22/0  |  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:5/0  |  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:17/0  |  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:34/0  |  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:90/0  |  提交时间:2021/09/01 Beijing Borderline-SMOTE Debris flow Logistic regression Susceptibility assessment |
| Assessment of susceptibility to landslides through geographic information systems and the logistic regression model 期刊论文 Natural Hazards, 2020, 卷号: 103, 期号: 1 作者: Riegel R.P.; Alves D.D.; Schmidt B.C.; de Oliveira G.G.; Haetinger C.; Osório D.M.M.; Rodrigues M.A.S.; de Quevedo D.M. 收藏  |  浏览/下载:22/0  |  提交时间:2021/09/01 Geoprocessing Landslides Logistic regression Natural disasters |
| Post-fire debris flow modeling analyses: case study of the post-Thomas Fire event in California 期刊论文 Natural Hazards, 2020, 卷号: 100, 期号: 1 作者: Addison P.; Oommen T. 收藏  |  浏览/下载:30/0  |  提交时间:2021/09/01 Debris flow prediction Decision tree dNDVI Hazard assessment Logistic regression Probability modeling |