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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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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Min, Dae-Hong, Yoon, Hyung-Koo
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7988100/
https://ncbi.nlm.nih.gov/pubmed/33758272
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-86137-x
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