Aurora can generate 5-day global air pollution forecasts and 10-day high-resolution weather forecasts in less than a minute. Aurora performs excellently in air quality forecasting, capable of providing predictions comparable to CAMS (Copernicus Atmosphere Monitoring Service) at a lower computational cost. Aurora performs weather forecasting with 0.1° accuracy, capable of accurately predicting extreme weather events such as storm Ciarán. Aurora outperforms existing AI models and numerical weather prediction models in forecasting extreme values. Aurora excels in pre-training on diverse datasets, outperforming specialized deep learning models and state-of-the-art numerical weather prediction models