加性噪声对覆盖浮油的Radarsat-2极化数据的影响

M. M. Espeseth, S. Skrunes, C. Brekke, A. M. Johansson
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引用次数: 2

摘要

我们试图了解一组众所周知的极化合成孔径雷达(SAR)特征是如何受到矿物油和采出水浮油添加剂系统噪声的影响的。为此,我们使用Radarsat-2的四极化SAR场景。海上浮油可以使用SAR仪器进行探测,双偏振模式(HH-VV)和四偏振模式可以提供有关石油特性的额外信息。因此,在潜在的清理情况下,极化维数的增加可能是有益的。例如,表征可以帮助分离不同类型的浮油,如矿物油和采出水。只有当返回的信号远高于噪声底时,才能使用散射特性对浮油进行表征。为了避免误解,理解噪声如何影响被测雷达信号是很重要的。本研究研究的大多数特征都在较大程度上受到加性噪声的影响。此外,在噪声底之上10 dB的反向散射信号电平被认为是必要的,以支持对浮油内部散射特性的分析,而不会对信号造成太多的噪声污染。矿物油和采出的浮油在释放时表现出相似的极化行为,尽管它们在化学和物理上存在差异。
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The Impact of Additive Noise on Polarimetric Radarsat-2 Data Covering Oil Slicks
We attempt to understand how a set of well known polari-metric Synthetic Aperture Radar (SAR) features are impacted by the additive system noise for mineral oil and produced water slicks. For this, we use quad-polarimetric SAR scenes from Radarsat-2. Oil slicks at sea can be detected using SAR instruments, and the dual- (HH-VV) and quad-polarimetric modes can provide additional information about the characteristics of the oil. Therefore the increase in polarization dimensionality may be beneficial in a potential clean-up situation. For example, characterization could aid in separating different types of oil slicks, like mineral oil and produced water as studied here. Oil slick characterization using scattering properties can only be performed if the returned signal is well above the noise floor. To avoid misinterpretation it is important to understand how the noise impacts the measured radar signal. Most of the features investigated in this study were to a larger degree influenced by the additive noise. Further, a backscatter signal level of 10 dB above the noise floor is identified as necessary to support analysis of the scattering properties within the oil slicks without too much noise contamination of the signal. The mineral oils and produced water slicks showed similar polarimetric behavior, despite their chemical and physical differences at release.
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