基于哨兵1号卫星合成孔径雷达资料的淀山湖附近水域水体提取关键技术研究
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Research on Key Technology of Water Body Extraction Based on Sentinel-1 SAR Images in Dianshan Lake
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    摘要:

    长三角一体化示范区内河网水系的水环境容量有限且地势低洼,所以在暴雨季节易发生洪涝灾害。卫星遥感技术因其宏观、动态的特点而成为洪涝灾害监测的重要手段之一。基于哨兵1号(Sentinel-1) C波段合成孔径雷达(Synthetic Aperture Radar, SAR)影像对淀山湖附近水域的水体识别方法进行了试验,初步实现了2020年梅雨期间多时相水体面积提取,并结合FROM-GLC全球下垫面资料对积水状况进行了分析。根据研究结果可得出以下结论:(1)欧空局官方SNAP软件对SAR影像的斑点噪声具有较好的抑制作用;(2)由于淀山湖水体的后向散射系数在图像上表现为单峰形态,可用阈值分割方法提取水体信息;(3)梅雨期间的水域水情较4月份增长约40 km2;(4)受强降水影响,耕地被淹没区的面积最大,不透水地表和裸地受影响较小。

    Abstract:

    Because the water environment capacity of river network in the integrated demonstration area of Yangtze River Delta is limited and the terrain is low, flood disasters usually appear in rainstorm season. Satellite remote sensing technology has become one of the important means of flood disaster monitoring because it is macroscopic and dynamic. In this paper, based on Sentinel-1 C-band synthetic aperture radar (SAR) images, the water body identification method of Dianshan Lake is studied, and the multi-temporal water area extraction is preliminarily realized during plum rain in 2020. Combined with FROM-GLC global land cover type data, the water accumulation situation is analyzed. According to the research results, the following conclusions can be drawn: (1) SNAP software of ESA has a good suppression effect on speckle noise of SAR images; (2) Since the backscattering coefficient of Dianshan Lake water body shows a single-peak shape on the image, the threshold segmentation method can be used to extract water information; (3) The water regime during plum rain increases by about 40 km2 compared with that in April. (4) Under the influence of heavy rainfall, the area of submerged farmland is the largest, while impervious surface and bare land are less affected.

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陆一闻,郭巍,崔林丽,等.基于哨兵1号卫星合成孔径雷达资料的淀山湖附近水域水体提取关键技术研究[J].红外,2022,43(4):41-48.

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  • 收稿日期:2021-12-16
  • 最后修改日期:2022-01-21
  • 录用日期:2022-01-29
  • 在线发布日期: 2022-06-10
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