DSAF: A Dual-Stage Adaptive Framework for Numerical Weather Prediction Downscaling

1 code implementation • 19 Dec 2023 • Pengwei Liu, Wenwei Wang, Bingqing Peng, Binqing Wu, Liang Sun

While widely recognized as one of the most substantial weather forecasting methodologies, Numerical Weather Prediction (NWP) usually suffers from relatively coarse resolution and inevitable bias due to tempo-spatial discretization, physical parametrization process, and computation limitation.

Multi-Task Learning Weather Forecasting