Weather forecasts play a crucial role in various industries, influencing strategic decisions that affect livelihoods and safety. However, manipulation of weather data poses significant risks, especially with the rise of AI-driven models. To ensure accuracy, it is essential to enhance monitoring, protect data integrity, and maintain accountability across the forecasting chain.













