RoughNet: Mapping Arctic Sea Ice Roughness Using Diffusion-Based Super-Resolution of Satellite Imagery

Tessa Cannon, Michel Tsamados, Petru Manescu +5

The paper introduces RoughNet, a conditional diffusion model that converts 10 m Sentinel‑2 optical images into 1 m resolution sea‑ice surface elevation maps, enabling high‑resoluti…