Land cover classification of the Alps from InSAR temporal coherence matrices

Land cover classification of the Alps from InSAR temporal coherence matrices

Land cover mapping is of great interest in the Alps region for monitoring the surface occupation changes (e.g. forestation, urbanization, etc). In this pilot study, we investigate how time series of radar satellite imaging (C-band single-polarized SENTINEL-1 Synthetic Aperture Radar, SAR), also acqu...

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Manylion Llyfryddiaeth
Prif Awduron: Sophie Giffard-Roisin, SalahEddine Boudaour , Marie-Pierre Doin , Yajing Yan , Abdourrahmane Atto
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Frontiers Media S.A. 2022-09-01
Cyfres:Frontiers in Remote Sensing
Pynciau:
interferometric synthetic aperture radar
land cover mapping
SAR coherence
convolutional neural network
alps monitoring
machine learning
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/frsen.2022.932491/full

Rhyngrwyd

https://www.frontiersin.org/articles/10.3389/frsen.2022.932491/full

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