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

Author:

Montpetit Benoit12ORCID,Deschamps Benjamin3,King Joshua1,Duffe Jason2

Affiliation:

1. Climate Research Division, Environment and Climate Change Canada, 1125 Colonel By Drive, Ottawa, ON K1A 0H3, Canada

2. Landscape Science and Technology Division, Environment and Climate Change Canada, 1125 Colonel By Drive, Ottawa, ON K1A 0H3, Canada

3. Canadian Ice Service, Environment and Climate Change Canada, 1125 Colonel By Drive, Ottawa, ON K1A 0H3, Canada

Publisher

Informa UK Limited

Subject

General Earth and Planetary Sciences

Reference70 articles.

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2. First-Year and Multiyear Sea Ice Incidence Angle Normalization of Dual-Polarized Sentinel-1 SAR Images in the Beaufort Sea

3. AMAP. 2017. Snow Water Ice and Permafrost in the Arctic (SWIPA) 2017 . Oslo Norway: Arctic Monitoring and Assessment Programme (AMAP) xiv + 269 pp.

4. Investigating High-Resolution AMSR2 Sea Ice Concentrations during the February 2013 Fracture Event in the Beaufort Sea

5. Bengio Y. 2012. “Practical recommendations for gradient-based training of deep architectures.” In Neural Networks: Tricks of the Trade . Berlin Germany: Springer pp. 437–478.

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