Application of machine learning methods for snow avalanche susceptibility mapping in the Parlung Tsangpo catchment, southeastern Qinghai-Tibet Plateau

Author:

Wen Hong,Wu Xiyong,Liao Xin,Wang Dong,Huang Kaiyang,Wünnemann Bernd

Publisher

Elsevier BV

Subject

General Earth and Planetary Sciences,Geotechnical Engineering and Engineering Geology

Reference50 articles.

1. Avalanche hazard mapping over large undocumented areas;Barbolini;Nat. Hazards,2011

2. Integrative risk management: The example of snow avalanches;Bründl,2021

3. Automated identification of potential snow avalanche release areas based on digital elevation models;Buhler;Nat. Hazards Earth Syst. Sci.,2013

4. A ROC analysis-based classification method for landslide susceptibility maps;Cantarino;Landslides,2018

5. A comparative study of logistic model tree, random forest, and classification and regression tree models for spatial prediction of landslide susceptibility;Chen;Catena,2017

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