Assessing Susceptibility of Debris Flow in Southwest China Using Gradient Boosting Machine

A gradient boosting machine (GBM) was developed to model the susceptibility of debris flow in Sichuan, Southwest China for risk management. A total of 3839 events of debris flow during 1949–2017 were compiled from the Sichuan Geo-Environment Monitoring program, field surveys, and satellite imagery i...

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Detalles Bibliográficos
Autores principales: Di, Baofeng, Zhang, Hanyue, Liu, Yongyao, Li, Jierui, Chen, Ningsheng, Stamatopoulos, Constantine A., Luo, Yuzhou, Zhan, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715629/
https://www.ncbi.nlm.nih.gov/pubmed/31467342
http://dx.doi.org/10.1038/s41598-019-48986-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6715629/
https://www.ncbi.nlm.nih.gov/pubmed/31467342
http://dx.doi.org/10.1038/s41598-019-48986-5

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