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Water quality sensors play a crucial role in natural water monitoring, as they can detect dissolved oxygen in real-time pH, Turbidity, ammonia nitrogen, chlorophyll and other parameters provide accurate data support for lake and marine ecological protection. In lake management, sensor networks can dynamically track eutrophication trends and assist in blue-green algae warning and ecological restoration; In marine environmental monitoring, sensors equipped with buoys or unmanned ships can monitor nearshore pollution, red tide, and acidification issues for a long time, providing scientific basis for marine ecological research and policy formulation. Combining IoT technology, data can be transmitted in real-time to the regulatory platform, achieving intelligent monitoring and management of large-scale water bodies, effectively enhancing environmental protection and disaster response capabilities.