In industries where weather directly impacts financial and operational decisions, short-range forecasting is critical. Energy traders, electric utilities, and broadcast meteorologists rely on precise, real-time weather data to anticipate market fluctuations, balance power grids, and keep the public informed. However, short-term forecasting presents unique challenges.