Landslide susceptibility analysis using random forest model with SMOTE-ENN resampling algorithm

Landslide susceptibility analysis using random forest model with SMOTE-ENN resampling algorithm

AbstractLandslide is one of the natural disasters that cause property damages and human injuries. Landslide hazard predictions are crucial measures to reduce the damages and losses. One of the effective approaches in landslide prediction is landslide susceptibility analysis (LSA). In this article, L...

Full description

Bibliographic Details
Main Authors: Mingxi Lu, Lea Tien Tay, Junita Mohamad-Saleh
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Geomatics, Natural Hazards & Risk
Subjects:
Landslide
SMOTE-ENN
random forest
susceptibility
Online Access:https://www.tandfonline.com/doi/10.1080/19475705.2024.2314565

Internet

https://www.tandfonline.com/doi/10.1080/19475705.2024.2314565

Similar Items