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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...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2019
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| Materias: | |
| 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 |