Weather is a critical factor in aviation, with adverse conditions posing significant risks to flight safety. Traditional weather forecasting methods often rely on manual data collection and analysis, which can be time-consuming, inaccurate, and limited in scope. This can lead to flight delays, cancellations, and even accidents.