Geostrom
AI Application AI Technology AI for Society AI for society DECISION MARKETING DEEP LEARNING FORECAST'Geostorm' is a deep learning-based model for predicting typhoon tracks, demonstrating accuracy in 72-hour forecasts comparable to existing models. It utilizes real-time Unified Model data, setting it apart from most data-driven models that depend on reanalysis data. This approach represents a significant advancement in real-time typhoon trajectory prediction, overcoming the operational limitations of reanalysis data. The combination of data-driven path prediction models and a bias correction model for UM to ERA5 further enhances its effectiveness.
