Oil spill detection by imaging radars: Challenges and pitfalls

REMOTE SENSING OF ENVIRONMENT

卷:201

Article

Alpers, Werner¹  Holt, Benjamin²  Zeng, Kan³ 

[1] Univ Hamburg, Inst Oceanog, Bundesstr 53, D-20146 Hamburg, Germany

[2] CALTECH, Jet Prop Lab, 4800 Oak Grove Dr, Pasadena, CA 91109 USA

[3] Ocean Univ China, Ocean Remote Sensing Inst, 5 Yushan Rd, Qingdao 266003, Peoples R China

关键词: Oil spills;    Biogenic slicks;    SAR;    Polarimetry;    Co-polarized phase difference;   

DOI  :  10.1016/j.rse.2017.09.002

来源: Elsevier

【 摘 要 】

Criteria for discriminating between radar signatures of oil films and biogenic slicks visible on synthetic aperture radar (SAR) images of the sea surface as dark patches are critically reviewed. We question the often claimed high success rate of oil spill detection algorithms using single-polarization SARs because the SAR images used to train these algorithms are based usually on subjective interpretation and are not validated by on-site inspections or multi-sensor measurements carried out from oil pollution surveillance planes. Furthermore, we doubt that polarimetric parameters derived from fully-polarimetric SAR data, like entropy, anisotropy, and mean scattering angle, are beneficial for discriminating between mineral oil films and biogenic slicks. We challenge the often made claim that another scattering mechanism than Bragg scattering applies for radar backscattering from mineral oil films than from biogenic slicks. This view is supported by data acquired by the Unmanned Aerial Vehicle Synthetic Aperture Radar (UAVSAR) of NASA/JPL, which operates at L-band and has an extremely low noise floor. We suspect that opposing results obtained from previous analyses of spacebome polarimetric SAR data are caused by the high noise floors of the spacebome SARs. However, most of the analyzed spacebome polarimetric data were not acquired at L-band, but at C-and X-band. On the other hand, differences in the statistical behavior of the radar backscattering could be real due to the fact that, other than biogenic surface films, mineral oil films, can form multi-layers, whose thickness can vary within an oil patch. Radar back scattering from emulsion layers can also fluctuate due to variations of the oil/water mixture ratio. These effects could cause an increase of the standard deviation (STD) of the co-polarized phase difference (CPD) for scattering at mineral oil films and emulsions. In the special case of thick oil layers or oil/water emulsion layers, where the radar is sensitive to the dielectric constant of the oil, discrimination becomes possible due the fact that Bragg scattering depends on the dielectric constant of the scattering medium.

【 授权许可】

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