Introduction Lightning maps play a crucial role in meteorology, serving as essential tools for monitoring and predicting thunderstorms. As climate patterns change and severe weather events become more frequent, understanding lightning activity has never been more relevant for public safety and weather forecasting. In recent years, advancements in technology have significantly improved the accuracy and