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A new study combining artificial intelligence and satellite technology has revealed that a significant portion of industrial fishing, shipping, and energy production activity in the ocean is missing from public tracking systems. The study’s deep learning models provide increased mapping accuracy, which can help inform policy and decision-making for managing the ocean’s resources and protecting marine ecosystems.