The vastness of the world’s oceans has always posed a formidable challenge to scientists and industr
Introduction: Navigating the Complexity of Ocean Data The vastness of the world’s oceans has always posed a formidable challenge to scientists and industry stakeholders alike. Despite covering over 70% of the Earth’s surface, the digital representation of oceanic data remains fragmented and often inaccessible. As maritime activities intensify—be it through shipping, exploration, or environmental conservation—the …