基于遥感与无人机技术的盐沼植被动态监测及生态评估

Dynamic Monitoring of Salt Marsh Vegetation and Ecology Assessment Based on Remote Sensing and UAV Technology

  • 摘要: 受淡水供给不足、围海养殖扩张、海岸侵蚀及外来物种入侵等影响,河北省盐沼生态系统面临植被退化、生境破碎化等问题,其长期动态变化与胁迫因子的系统诊断尚存在不足。本研究利用“卫星-无人机”多尺度监测体系,融合GF-2、Landsat等遥感影像与无人机航测数据,辅以像元二分模型与地面样方调查,系统解析2000—2023年河北省盐沼植被时空演变特征。结果表明:①盐沼面积方面,2000—2023年间,受气候、水文、盐度和土壤条件等生态因子的影响,河北省典型盐沼生态系统整体呈缓慢退化趋势,其中,洋河口盐沼面积降幅高达65.5%,呈现出最为显著的退化态势;滦河口盐沼面积降幅为36.7%;月岛盐沼面积呈现先减后增的变化趋势,在2005—2015年期间减少了35.9%,2015—2023年间有所恢复;南排河口因在互花米草入侵后加强了治理,面积从2005年的4.20 hm2增加至2015年的66.38 hm2,到2023年又降至3.98 hm2。②植被群落特征方面,洋河口盐沼记录到的植物共有36种,其平均样方覆盖度为83.75%,香农-维纳多样性指数介于0.252~1.622、辛普森多样性指数介于0.052~0.779,各项指标均优于其他区域;南排河口仅记录到16种植物,主要为盐地碱蓬(Suaeda salsa)和芦苇(Phragmites australis),但其平均样方覆盖度达到了72.06%,平均生物量为0.89 kg/m2,在4个区域中居最高。③植被状态方面,月岛盐沼生态系统盐沼植被状态属Ⅰ级(稳定),滦河口、洋河口、南排河口盐沼生态系统盐沼植被状态属Ⅱ级(受损)。本研究对提升盐沼生态系统的抗逆性和稳定性具有重要作用,可为盐沼生态修复提供可靠的数据支撑,并为滨海湿地生态功能的恢复提供科学依据。

     

    Abstract: As critical ecological transition zones, saltmarshes play significant roles in the global carbon cycle and coastal protection. The total area of saltmarshes in Hebei Province is 290.96 hm2, with the main vegetation types being Phragmites australis, Suaeda salsa, and Spartina alterniflora. However, affected by factors such as insufficient freshwater supply, expansion of mariculture, coastal erosion, and alien species invasion, saltmarsh ecosystems are facing issues like vegetation degradation and habitat fragmentation. Existing studies still lack systematic diagnosis of their long-term dynamic changes and stress factors. This study employs a ‘satellite-UAV’ multi-scale monitoring system, integrating satellite data (e.g., GF-2, Landsat) with UAV aerial surveys, and combines the pixel dichotomy model with field plot investigations to systematically characterize the spatiotemporal evolution characteristics of saltmarsh vegetation. The results show that: ①From 2000 to 2023, typical saltmarsh ecosystems in Hebei Province were in a slow degradation stage due to the influence of ecological factors such as climate, hydrology, salinity, and soil conditions. Among them, the area of the Yanghe Estuary saltmarsh decreased by as much as 65.5%, indicating the most significant degradation; The area of the Luanhe Estuary saltmarsh decreased by 36.7%; The area of the Yuedao Island saltmarsh first declined and then rebounded, experiencing a reduction of 35.9% from 2005 to 2015 and a slight recovery from 2015 to 2023; Affected by the invasion and subsequent control of Spartina alterniflora, the area of the Nanpaihe Estuary saltmarsh increased from 4.20 hm2 in 2005 to 66.38 hm2 in 2015 and then decreased to 3.98 hm2 in 2023. ② In terms of vegetation community characteristics, a total of 36 plant species were documented in the Yanghe Estuary saltmarsh, with an average plot coverage of 83.75%; The Shannon-Wiener diversity index of this area ranged from 0.252 to 1.622, and Simpson’s diversity index ranged from 0.052 to 0.779; All these indicators were superior to those of other regions; In contrast, only 16 plant species were found in the Nanpaihe Estuary saltmarsh, predominantly Suaeda salsa and Phragmites australis. However, its average plot coverage reached 72.06%, and the average biomass was 0.89 kg/m2, which was the highest among the four study areas; ③Vegetation status assessment reveals that the saltmarsh vegetation in Yuedao Island is classified as Grade Ⅰ (stable), while those in Luanhe Estuary, Yanghe Estuary, and Nanpai Estuary are classified as Grade Ⅱ (damaged). This study not only provides reliable data support for saltmarsh ecological restoration but also plays an important role in enhancing the stress resistance and stability of saltmarsh ecosystems, and offers a scientific basis for the restoration of ecological functions of coastal wetlands.

     

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