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    杨国俊,甘琪瑶,段蕾,等. 时序Sentinel-1在2022年东洞庭湖干旱监测中的应用[J]. 中国防汛抗旱,2025,35(6):64−70. DOI: 10.16867/j.issn.1673-9264.2024194
    引用本文: 杨国俊,甘琪瑶,段蕾,等. 时序Sentinel-1在2022年东洞庭湖干旱监测中的应用[J]. 中国防汛抗旱,2025,35(6):64−70. DOI: 10.16867/j.issn.1673-9264.2024194
    YANG Guojun,GAN Qiyao,DUAN Lei,et al.Application of time series Sentinel-1 in drought monitoring of East Dongting Lake in 2022[J].China Flood & Drought Management,2025,35(6):64−70. DOI: 10.16867/j.issn.1673-9264.2024194
    Citation: YANG Guojun,GAN Qiyao,DUAN Lei,et al.Application of time series Sentinel-1 in drought monitoring of East Dongting Lake in 2022[J].China Flood & Drought Management,2025,35(6):64−70. DOI: 10.16867/j.issn.1673-9264.2024194

    时序Sentinel-1在2022年东洞庭湖干旱监测中的应用

    Application of time series Sentinel-1 in drought monitoring of East Dongting Lake in 2022

    • 摘要: 为精准监测2022年长江流域罕见特大干旱中东洞庭湖的旱情发展,基于开源的哨兵一号(Sentinel-1)卫星影像数据建立了湖区水体可见范围快速提取模型。利用ESA SNAP批量开展流程化的影像预处理,并基于Sentinel-1水体指数算法(Sentinel-1 Dual-Polarized Water Index,SDWI)使用直方图双峰阈值分割提取水面范围,构建时间序列的湖区水面范围空间数据集用以动态评估旱情进展。结果表明:该方法可以准确提取湖区各期Sentinel-1影像中的水体范围,直观地反映湖区旱情程度。湖区从2022年7月初水体面积迅速减少,至8月底达到旱情高峰,此后至10月底湖区水体面积一直维系在较低水平,未再剧烈减少,干旱持续;10月初,湖区出现大范围、大规模的降水,旱情出现过短暂缓解。研究结果可以为区域性特定时间区间下的干旱动态监测提供参考。

       

      Abstract: To accurately monitor the development of drought in the rare and severe drought in the East Dongting Lake area of the Yangtze River Basin in 2022, a rapid extraction model for the water body range in the lake area was established based on open-source Sentinel-1 satellite image data. Using ESA SNAP for batch image preprocessing, and using the Sentinel-1 Dual-Polarized Water Index water index algorithm to extract the water surface range using histogram bimodal threshold segmentation, a long-term spatial dataset of the water surface range of East Dongting Lake is constructed to dynamically evaluate the progress of drought. The results show that this method can accurately extract the water body range in Sentinel-1 images of different periods in the lake area, and intuitively reflect the degree of drought in the lake area. The water area in the lake area rapidly decreased from early July 2022 to the peak of drought by the end of August. From then until the end of October, the water area in the lake area remained at a relatively low level without further drastic reduction, and the drought continued. In early October, there was widespread and large-scale precipitation in the Dongting Lake area, and the drought briefly eased. The research results can provide useful references for drought dynamic monitoring in regional time series.

       

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