Landslide identification using machine learning

Landslide identification using machine learning

Landslide identification is critical for risk assessment and mitigation. This paper proposes a novel machine-learning and deep-learning method to identify natural-terrain landslides using integrated geodatabases. First, landslide-related data are compiled, including topographic data, geological data...

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Bibliographic Details
Main Authors: Haojie Wang, Limin Zhang, Kesheng Yin, Hongyu Luo, Jinhui Li
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Geoscience Frontiers
Subjects:
Landslide risk
Landslide identification
Machine learning
Deep learning
Big data
Convolutional neural networks
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987120300542

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http://www.sciencedirect.com/science/article/pii/S1674987120300542

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