While terrestrial agriculture has extensively adopted data-driven workflows, marine-based food systems are experiencing a distinct technological transformation. Aquaculture—the farming of fish, crustaceans, and aquatic plants—is the fastest-growing sector in global food production. However, raising aquatic organisms introduces intense environmental...