Classification of sea ice types in Sentinel-1 synthetic aperture radar images

<p>A new Sentinel-1 image-based sea ice classification algorithm using a machine-learning-based model trained in a semi-automated manner is proposed to support daily ice charting. Previous studies mostly rely on manual work in selecting training and validation data. We show that the readily av...

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Bibliographic Details
Main Authors: J.-W. Park, A. A. Korosov, M. Babiker, J.-S. Won, M. W. Hansen, H.-C. Kim
Format: Article
Language:English
Published: Copernicus Publications 2020-08-01
Series:The Cryosphere
Online Access:https://tc.copernicus.org/articles/14/2629/2020/tc-14-2629-2020.pdf