多平台对地观测技术在水产养殖领域应用的研究现状与进展

    Research status and progress of multi-platform earth observation technology in aquaculture

    • 摘要:
      背景 近年来,全球水产养殖业快速发展,然而,传统人工巡查监测手段存在效率低下、成本高昂、覆盖范围有限等劣势,难以满足水产养殖业在资源精细化管理、环境动态监测及灾害高效防控等方面的需求。在此背景下,安全、快速有效的巡查监测手段成为水产养殖业的研究热点。而对地观测技术凭借高时空分辨率、大范围覆盖及多维数据采集能力,逐渐在水产养殖业中得到应用。
      目的 本文旨在系统综述对地观测技术在水产养殖业中的主要应用领域,深入探讨其对水产养殖区域空间监测与规模评估、水域环境监测、养殖区地形与设施测绘、生物量与健康状态评估以及灾害监测与风险预警的影响,为水产养殖业构建快速高效的养殖模式,推动渔业可持续发展与生态环境保护。
      进展 通过全面的文献检索,本文系统地总结了关键技术如多源数据融合技术和人工智能与自动化分析的研究进展,梳理了对地观测技术在水产养殖中的主要应用领域。研究发现,对地观测技术通过提供大范围、高精度、实时性的监测数据,以及实现多维度信息的整合与智能分析,有效提升了水产养殖管理的精准度和效率,为构建快速高效的养殖模式奠定了坚实基础,进而推动了渔业的可持续发展与生态环境保护。
      展望 未来,应进一步加强对地观测技术在水产养殖中的应用,通过持续优化多源数据融合算法与人工智能分析模型,提升对地观测技术对复杂养殖环境的适应能力,降低应用成本,促进其在中小规模养殖主体中的普及应用。推动水产养殖向高效、精准、可持续方向发展,助力行业的数字化转型和绿色增长。

       

      Abstract:
      Background In recent years, the global aquaculture industry has developed rapidly. However, traditional manual inspection and monitoring methods have disadvantages such as low efficiency, high cost, and limited coverage, which are difficult to meet the demands of the aquaculture industry in terms of refined resource management, dynamic environmental monitoring, and efficient disaster prevention and control. Against this backdrop, safe, rapid and effective inspection and monitoring methods have become a research hotspot in the aquaculture industry. Earth observation technology, with its high spatiotemporal resolution, wide coverage and multi-dimensional data collection capabilities, has gradually been applied in the aquaculture industry.
      Objective This paper aims to systematically review the main application fields of earth observation technology in aquaculture, deeply explore its impact on spatial monitoring and scale assessment of aquaculture zones, water environment monitoring, topography and facility mapping, biomass and health status assessment, and disaster monitoring and risk early-warning,, promoting sustainable development of fishery and ecological environment protection.
      Progress  Through comprehensive literature retrieval, this paper systematically sorts out the main application fields of earth observation technology in aquaculture, including spatial monitoring and scale assessment of aquaculture areas, water environment monitoring, topography and facility mapping of aquaculture areas, disaster and risk early warning, etc. The research progress of key technologies such as multi-source data fusion technology and artificial intelligence and automated analysis was summarized. Research has found that earth observation technology has effectively enhanced the accuracy and efficiency of aquaculture management by providing large-scale, high-precision and real-time monitoring data, as well as integrating and intelligently analyzing multi-dimensional information. This has laid a solid foundation for building a rapid and efficient aquaculture model, and further promoted the sustainable development of the fishery and ecological environment protection.
      Prospect  In the future, the application of aerial surveying technology in aquaculture should be further strengthened. By continuously optimizing multi-source data fusion algorithms and artificial intelligence analysis models, the adaptability of earth observation technology to complex aquaculture environments can be enhanced, application costs can be reduced, and its popularization among small and medium-sized aquaculture entities can be promoted. Promote the development of aquaculture towards high efficiency, precision and sustainability, and facilitate the digital transformation and green growth of the industry.

       

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