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

Abstract 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 cruci...

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Bibliographic Details
Main Authors: Dae-Hong Min, Hyung-Koo Yoon
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-86137-x