Preprint Open access
A Graph Neural Network for Global Daily Fire Radiative Power Prediction at Medium-Range Lead Times
Skillful prediction of biomass-burning activity several days in advance is important for air-quality forecasting and aerosol prediction. Two operational constraints motivate this work. First, the GBBEPx satellite fire radiative power (FRP) product used to initialize NOAA's GEFS-Aerosols is available with about a 1.5-da …