基于Sentinel-1影像的2020年长江流域特大洪水制图与评价

Minmin Huang, Shuanggen Jin, Xueqin Gao
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引用次数: 0

摘要

洪涝灾害是长江流域发生频率最高的自然灾害之一,造成的损失不可估量,特别是2020年7、8月长江流域特大洪涝灾害。目前,合成孔径雷达(SAR)图像可以在任何天气条件下监测和评估洪水。基于Sentinel-1数据和Otsu阈值法,从面积差异和洪水持续时间两个角度对2020年特大洪水的时空变化进行了研究和评价。以长江岳阳、汉口、九江、池州4个特大洪峰断面为研究对象。岳阳、汉口段位于中游,九江、池州段位于下游。结果表明:2020年长江4个断面平均水体面积比2019年增加20.40%;上游地区遭受洪水的时间较长。4个断面的水域面积与水位呈高度正相关,其中以九江断面最高,达到0.9924。4个断面受2020年洪涝事件影响程度排序为:岳阳断面>九江断面>汉口断面>池州断面。
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Mapping and Evaluation of the 2020 Catastrophic Floods in the Yangtze River Basin Using Sentinel-1 Imagery
Flood disaster is one of the natural disasters with the highest frequency in the Yangtze River, which caused immeasurable losses, particularly catastrophic floods in the Yangtze River Basin during July and August 2020. Nowadays, Synthetic aperture radar (SAR) imagery can monitor and evaluate floods in any weather conditions. In this paper, the spatial-temporal variations of the 2020 catastrophic flood are investigated and evaluated from Sentinel-1 date and Otsu thresholding method in the two perspectives of area disparity and flood duration. Four severe flood sections of the Yangtze River (Yueyang, Hankou, Jiujiang, Chizhou) are taken as study objects. Yueyang and Hankou sections are in the middle reach and the Jiujiang and Chizhou section are in the lower section. The results show that the average water body area in 2020 was 20.40% larger than that in 2019 in four sections of the Yangtze River. The upper sections are suffered more from floods for a longer time. The water area of four sections shows a highly positive correlation with the water level, which is the highest in Jiujiang Section, even to 0.9924. The four sections are affected by the flood events in 2020 with the order as follows: Yueyang section > Jiujiang section > Hankou section > Chizhou section.
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