Assessing the Parameterization of RADARSAT-2 Dual-polarized ScanSAR Scenes on the Accuracy of a Convolutional Neural Network for Sea Ice Classification: Case Study over Coronation Gulf, Canada ...

• Main Authors: Montpetit, Benoit, Deschamps, Benjamin, King, Joshua, Duffe, Jason
• Format: Article in Journal/Newspaper
• Language: unknown
• Published: Zenodo 2023
• Subjects: Sea Ice, Convolutional Neural Network, Deep Learning, Synthetic Aperture Radar; Arctic; Canada; Coronation Gulf; Sea ice
• Online Access: https://dx.doi.org/10.5281/zenodo.8350643; https://zenodo.org/record/8350643

Arctic amplification has many impacts on sea-ice extent, thickness, and flux. It becomes critical to monitor sea-ice conditions at finer spatio-temporal resolution. We used a simple convolutional neural network (CNN) on the RADARSAT-2 dual-polarized ScanSAR wide archive available over Coronation Gul...