Supervised Machine Learning Algorithms for Ground Motion Time Series Classification from InSAR Data

Supervised Machine Learning Algorithms for Ground Motion Time Series Classification from InSAR Data

The increasing availability of Synthetic Aperture Radar (SAR) images facilitates the generation of rich Differential Interferometric SAR (DInSAR) data. Temporal analysis of DInSAR products, and in particular deformation Time Series (TS), enables advanced investigations for ground deformation identif...

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Bibliographic Details
Main Authors: S. Mohammad Mirmazloumi, Angel Fernandez Gambin, Riccardo Palamà, Michele Crosetto, Yismaw Wassie, José A. Navarro, Anna Barra, Oriol Monserrat
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Remote Sensing
Subjects:
ground deformation
DInSAR
classification
Machine Learning
Time Series
Online Access:https://www.mdpi.com/2072-4292/14/15/3821

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