Super Resolution of Arctic Sea Ice Concentration
- Resource Type
- Working Paper
- Authors
- Zhai, Jun; Bitz, Cecilia M.
- Source
- Subject
- Physics - Atmospheric and Oceanic Physics
- Language
Arctic sea ice concentration is often coarsely observed and numerically computed despite its importance for polar climate system. In this work we present three machine-learning methods to recover the original high-resolution images from the coarse-grained low-resolution counterparts. The promising results indicate a possibility of extending the application to a broad range of geophysical variables.