activity
20232026
most citedWeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

physics.ao-ph2023

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

Pengwei Liu, Wenwei Wang, Bingqing Peng +2

While widely recognized as one of the most substantial weather forecasting methodologies, Numerical Weather Prediction (NWP) usually suffers from relatively coarse resolution and i…

cs.LG2023★ 1 cited

WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction

Binqing Wu, Weiqi Chen, Wengwei Wang +3

Due to insufficient local area information, numerical weather prediction (NWP) may yield biases for specific areas. Previous studies correct biases mainly by employing handcrafted…