A physics-informed data-driven model for landslide susceptibility assessment in the Three Gorges Reservoir area

A physics-informed data-driven model for landslide susceptibility assessment in the Three Gorges Reservoir area

Landslide susceptibility mapping is a crucial tool for analyzing geohazards in a region. Recent publications have popularized data-driven models, particularly machine learning-based methods, owing to their strong capability in dealing with complex nonlinear problems. However, a significant proportio...

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Bibliographic Details
Main Authors: Songlin Liu, Luqi Wang, Wengang Zhang, Weixin Sun, Jie Fu, Ting Xiao, Zhenwei Dai
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Geoscience Frontiers
Subjects:
Machine Learning
Physics-informed
Negative sample extraction
Interpretability
Dual-driven
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987123000889

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http://www.sciencedirect.com/science/article/pii/S1674987123000889

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