A Global Coseismic InSAR Dataset for Deep Learning: Automated Construction from Sentinel-1 Observations (2015–2024)

A Global Coseismic InSAR Dataset for Deep Learning: Automated Construction from Sentinel-1 Observations (2015–2024)

Interferometric synthetic aperture radar (InSAR) technology has been widely employed in the rapid monitoring of earthquakes and associated geological hazards. With the continued advancement of InSAR technology, the growing volume of satellite-acquired data has opened new avenues for applying deep le...

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Bibliographic Details
Main Authors: Xu Liu, Zhenjie Wang, Yingfeng Zhang, Xinjian Shan, Ziwei Liu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Remote Sensing
Subjects:
deep learning
interferometric synthetic aperture radar (InSAR)
coseismic deformation
dataset construction
data augmentation
Online Access:https://www.mdpi.com/2072-4292/17/11/1832
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