The maritime industry is undergoing a rapid transformation driven by digital innovation, environmental regulations, and real-time data technology. Ship tracking, powered by AIS (Automatic Identification System), has become indispensable for logistics, port management, and maritime safety.In this article, we explore how the integration of carbon int