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

• Published in: Canadian Journal of Remote Sensing
• Main Authors: Benoit Montpetit, Benjamin Deschamps, Joshua King, Jason Duffe
• Format: Article in Journal/Newspaper
• Language: English; French
• Published: Taylor & Francis Group 2023
• Subjects: Environmental sciences; GE1-350; Technology; T; Arctic; Canada; Coronation Gulf; Sea ice
• Online Access: https://doi.org/10.1080/07038992.2023.2247091; https://doaj.org/article/85d573f39c6942e7834ea5413f0d33f6

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...