Rapid Mapping of Landslides on SAR Data by Attention U-Net

Rapid Mapping of Landslides on SAR Data by Attention U-Net

Multiple landslide events are common around the globe. They can cause severe damage to both human lives and infrastructures. Although a huge quantity of research has been shaped to address rapid mapping of landslides by optical Earth Observation (EO) data, various gaps and uncertainties are still pr...

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Bibliographic Details
Main Authors: Lorenzo Nava, Kushanav Bhuyan, Sansar Raj Meena, Oriol Monserrat, Filippo Catani
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Remote Sensing
Subjects:
landslides
SAR
sentinel-1
deep learning
convolutional neural network
U-Net
Online Access:https://www.mdpi.com/2072-4292/14/6/1449

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https://www.mdpi.com/2072-4292/14/6/1449

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