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基于Forel-Ule指数的海南岛近岸水色状况时空变化特征研究

Spatiotemporal variation characteristics of coastal water color in Hainan Island using Forel-Ule index

  • 摘要: 水体颜色是描述水体光学性质的基本参数,能够反映水环境质量状况,对于水污染治理具有重要的现实意义。本研究以海南岛近岸水体为研究对象,基于Google Earth Engine (GEE)平台,使用Sentinel-2卫星遥感数据,定量刻画了2019—2024年海南岛近岸水域的水体颜色指数(Forel-Ule Index, FUI),分析了该区域水色状况的时空变化特征,并通过FUI与营养状态指数(Trophic State Index, TSI)之间的关系评价了研究区水体营养状态。研究结果表明,2019—2024年海南岛近岸30 km范围内水域的FUI值表现出显著的空间异质性,整体表现为东北高、西南低,呈现出东北–西南两极分化的格局,接近陆地边缘、海湾、港口等水域FUI呈高值。海南岛近岸30 km范围内水域FUI值的年际变化整体不显著,但局部地区如研究区东部及北部南渡江入海口呈现出一定的年际变化趋势,研究区北部南渡江入海口周围水域FUI呈逐年升高趋势,东部水域FUI在2019—2023年整体上升,但2024年呈现一定的下降趋势。海南岛近岸30 km范围内水域的FUI具有显著的季节变异性,随时间呈先升高后下降的变化趋势,4—7月(夏季)FUI较高(达10),其余月份(秋、冬、春季)较低(7~9)。2019—2024年海南岛近岸30 km范围内水域的营养状态总体稳定。其中61.75%的水域呈中营养状态,37.2%的水域呈富营养状态,1.05%的水域呈贫营养状态。在时间上,4—7月(夏季)呈富营养状态,其余月份呈中营养状态;2023年为富营养状态,其余年份均为中营养状态。本研究能够丰富热带近岸水污染遥感动态监测的研究内容,为实现区域精细化水污染防控和生态环境管理与保护提供科学依据。

     

    Abstract: Water color is a fundamental parameter describing the optical properties of water bodies. It effectively reflects water environmental quality, and holds practical significance for water pollution control. This study focused on the coastal waters of Hainan Island and, based on the GEE (Google Earth Engine) platform, utilized Sentinel-2 satellite remote sensing data to quantitatively characterize water color index (Forel-Ule Index, FUI) in the coastal zone of Hainan Island from 2019 to 2024. We analyzed the spatiotemporal variation characteristics of water color conditions and evaluated the trophic status of the study area by examining the relationship between FUI and the Trophic State Index (TSI). The results show that, from 2019 to 2024, the FUI index within the 30 km coastal strip off Hainan Island exhibited significant spatial heterogeneity. Overall, the FUI index presented a distinct northeast-southwest polarization pattern, with higher values in the northeast and lower values in the southwest. Higher FUI values were observed in areas near the land margin, bays, and ports. Generally, the FUI index across the 30 km coastal zone did not show significant interannual variations; however, local changes were detected in certain regions, such as the eastern part of the study area and the estuary of the Nandu River in the north. A pronounced seasonal variability was identified: the FUI index showed a trend of increasing first and then decreasing over the course of the year. The FUI index was relatively high (reaching 10) from April to July (summer) and relatively low (ranging from 7 to 9) during the remaining months (autumn, winter and spring). From 2019 to 2024, the trophic status of the coastal waters within 30 km of Hainan Island was generally stable. 61.75% of the waters were classified as mesotrophic, 37.2% as eutrophic, and 1.05% as oligotrophic. Temporally, the waters were eutrophic from April to July (summer) and mesotrophic in the remaining months; at the annual scale, only 2023 was characterized as eutrophic, while the other years were mesotrophic. This study enriches the knowledge base for remote sensing-based dynamic monitoring of tropical coastal water pollution, both domestically and internationally, and provides a scientific basis for achieving regionally refined water pollution prevention and control, as well as for ecological environment management and conservation.

     

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