海水
石油泄漏
环境科学
合成孔径雷达
遥感
极化(电化学)
气象学
石油工程
地质学
环境工程
海洋学
物理
物理化学
化学
作者
Tianwu Xie,Ruihang Ouyang,Will Perrie,Lilong Zhao,Xiaoyun Zhang
出处
期刊:Remote Sensing
[MDPI AG]
日期:2023-03-30
卷期号:15 (7): 1855-1855
被引量:2
摘要
This paper focuses on the proof and application of discriminating between oil spills and seawater (including the “look-alikes”, named low wind areas) based on the polarization ratio. A new relative polarization ratio (PRr) method is proposed, which is based on the difference between the scattering mechanism and the dielectric constant for oil spills compared to that of seawater. The case study found that (1) PRr numerically amplifies the contrast between oil spills and seawater, reduces the difference between low wind areas and ordinary seawater, and exhibits better details of the image; (2) the threshold method based on Euclidean distance can obtain the highest classification overall accuracy within the allowable error range, and can be widely used in the study of different incidence angles and environmental conditions; and (3) the identification of oil spills and seawater by the proposed methods can largely avoid the misjudgment of low wind areas as oil spills. Considering visual interpretation as the reference ‘ground truth’, the overall classification accuracy of all cases is more than 95%; only the edge of the diffuse thin oil slick and oil–water mixture is difficult to identify. This method can serve as an effective supplement to existing oil spill detection methods.
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