Shuochen Wang

Domain-Adaptive Climate Downscaling Under Temporal Distribution Shift

Shuochen Wang, Nishant Yadav, Auroop R. Ganguly

Deep-learning-based climate downscaling aims to learn relationships from historical low-resolution (LR) and high-resolution (HR) climate data to generate HR climate projections. However, this setting faces a temporal out-of-distribution (OOD) challenge: models trained on historic…Read more