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GLACIER FRONTAL LINE EXTRACTION FROM SENTINEL-1 SAR IMAGERY IN PRYDZ AREA

机译:普里兹地区SENTINEL-1 SAR影像中冰川前线的提取

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Synthetic Aperture Radar (SAR) can provide all-day and all-night observation of the earth in all-weather conditions with high resolution, and it is widely used in polar research including sea ice, sea shelf, as well as the glaciers. For glaciers monitoring, the frontal position of a calving glacier at different moments of time is of great importance, which indicates the estimation of the calving rate and flux of the glaciers. In this , an automatic algorithm for glacier frontal extraction using time series Sentinel-1 SAR imagery is proposed. The technique transforms the amplitude imagery of Sentinel-1 SAR into a binary map using SO-CFAR method, and then frontal points are extracted using profile method which reduces the 2D binary map to 1D binary profiles, the final frontal position of a calving glacier is the optimal profile selected from the different average segmented profiles. The experiment proves that the detection algorithm for SAR data can automatically extract the frontal position of glacier with high efficiency.
机译:合成孔径雷达(SAR)可以在全天候条件下提供高分辨率的全天候和全天候地球观测,并且广泛用于极地研究中,包括海冰,海架和冰川。对于冰川监测而言,产犊冰川在不同时间的正面位置非常重要,这表明估算了产犊速率和冰川通量。提出了一种基于时间序列Sentinel-1 SAR图像的冰川锋面自动提取算法。该技术使用SO-CFAR方法将Sentinel-1 SAR的幅值图像转换为二值图,然后使用轮廓法提取正面点,该方法将2D二进制图缩小为1D二进制图,小冰川的最终正面位置为从不同的平均分段轮廓中选择的最佳轮廓。实验证明,SAR数据的检测算法可以高效地自动提取冰川的前沿位置。

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