Amid a steady stream of galactic cosmic rays and solar energetic particles raining down on planes, the higher altitude and latitude of flights, the higher radiation doses for crew and passengers.

researchers utilized data augmentation alongside the LightGBM machine learning model for the estimation of both diffuse and direct solar radiation. By leveraging sunshine duration data collected ...