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Suggestion for a new deterministic model coupled with machine learning techniques for landslide susceptibility mapping

Deterministic models have been widely applied in landslide risk assessment (LRA), but they have limitations in obtaining various geotechnical and hydraulic properties. The objective of this study is to suggest a new deterministic method based on machine learning (ML) algorithms. Eight crucial variab...

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Detalles Bibliográficos
Autores principales: Min, Dae-Hong, Yoon, Hyung-Koo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7988100/
https://www.ncbi.nlm.nih.gov/pubmed/33758272
http://dx.doi.org/10.1038/s41598-021-86137-x