Introduction Modern fisheries management faces a complex challenge — balancing sustainability with productivity. The health of aquatic ecosystems depends on a deep understanding of fish populations, water quality, environmental stressors, and human activity. Yet, traditional monitoring methods often provide fragmented or delayed information. To overcome this, scientists and policymakers are turning to multimodal data integration, […]