Dynamic prediction of landslide life expectancy using ensemble system incorporating classical prediction models and machine learning

With the development of landslide monitoring system, many attempts have been made to predict landslide failure-time utilizing monitoring data of displacements. Classical models (e.g., Verhulst, GM (1,1), and Saito models) that consider the characteristics of landslide displacement to determine the f...

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Bibliographic Details
Main Authors: Lei-Lei Liu, Hao-Dong Yin, Ting Xiao, Lei Huang, Yung-Ming Cheng
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Geoscience Frontiers
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987123002256