By Guofeng, April 15, 2025
Guiye published a paper titled Generative Adversarial Models for Extreme Geospatial Downscaling in the journal of International Journal of Applied Earth Observation and Geoinformation. In this paper, we presented a GAN-based method for downscaling gridded geospatial data with large scaling factors while accounting for important considerations in scientific downscaling that tend to be ignored in existing methods, such as uncertainty and mass preservation. See here for the paper and related codes.
Congrats, Guiye!