Rainfall-Induced Shallow Landslide Susceptibility Mapping at Two Adjacent Catchments Using Advanced Machine Learning Algorithms

Rainfall-Induced Shallow Landslide Susceptibility Mapping at Two Adjacent Catchments Using Advanced Machine Learning Algorithms

Landslides impact on human activities and socio-economic development, especially in mountainous areas. This study focuses on the comparison of the prediction capability of advanced machine learning techniques for the rainfall-induced shallow landslide susceptibility of Deokjeokri catchment and Karis...

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Bibliographic Details
Main Authors: Ananta Man Singh Pradhan, Yun-Tae Kim
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Deep Neural Network
Extreme Gradient Boosting
Random Forest
landslide susceptibility
Online Access:https://www.mdpi.com/2220-9964/9/10/569

Internet

https://www.mdpi.com/2220-9964/9/10/569

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