石油泄漏
雷达
遥感
环境科学
萃取(化学)
雷达成像
地质学
计算机科学
环境工程
电信
色谱法
化学
作者
Peng Liu,Yancheng Zhao,Bingxin Liu,Ying Li,Peng Chen
标识
DOI:10.1080/2150704x.2021.1892852
摘要
Oil spills cause great environmental damage and the ability to identify them accurately is important to prompt oil spill response. A power fitting method of radar echo is proposed in this paper to detect oil spills on sampled X-band marine radar images. In this method, first, the marine radar image is pre-processed, including coordinate transform and noise reduction. Then, the difference between the pre-processed radar image and power fitting result is obtained. Finally, oil spills are extracted by using a mean filter, the Otsu method, and connected component analysis. The proposed oil spill detection method was used on radar images sampled after an oil spill accident in the coastal region of Dalian, China, on 21 July 2010. The proposed method can detect oil spills without manual participation, and the extracted oil spills are comparable to visual interpretation.
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