Estimating the Quality of the Most Popular Machine Learning Algorithms for Landslide Susceptibility Mapping in 2018 Mw 7.5 Palu Earthquake

Estimating the Quality of the Most Popular Machine Learning Algorithms for Landslide Susceptibility Mapping in 2018 Mw 7.5 Palu Earthquake

The Mw 7.5 Palu earthquake that occurred on 28 September 2018 (UTC 10:02) on Sulawesi Island, Indonesia, triggered approximately 15,600 landslides, causing about 4000 fatalities and widespread destruction. The primary objective of this study is to perform landslide susceptibility mapping (LSM) assoc...

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Bibliographic Details
Main Authors: Siyuan Ma, Xiaoyi Shao, Chong Xu
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Remote Sensing
Subjects:
2018 Palu earthquake
coseismic landslides
susceptibility assessment
influencing factors
logistic regression (LR) model
random forest (RF)
Online Access:https://www.mdpi.com/2072-4292/15/19/4733

Internet

https://www.mdpi.com/2072-4292/15/19/4733

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