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Oil Spill Discrimination by Using General Compact Polarimetric SAR Features

机译:通过使用一般紧凑型偏振SAR功能来漏油歧视

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摘要

Ocean surveillance is one of the important applications of synthetic aperture radar (SAR). Polarimetric SAR provides multi-channel information and shows great potential for monitoring ocean dynamic environments. Oil spills are a form of pollution that can seriously affect the marine ecosystem. Dual-polarimetric SAR systems are usually used for routine ocean surface monitoring. The hybrid dual-pol SAR imaging mode, known as compact polarimetry, can provide more information than the conventional dual-pol imaging modes. However, backscatter measurements of the hybrid dual-pol mode depend on the transmit wave polarization, which results in lacking consistent interpretation for various compact polarimetric (CP) images. In this study, we will explore the capability of different CP modes for oil spill detection and discrimination. Firstly, we introduce the general CP formalism method to formulate an arbitrary CP backscattered wave, such that the target scattering vector is characterized in the same framework for all CP modes. Then, a recently proposed CP decomposition method is investigated to reveal the backscattering properties of oil spills and their look-alikes. Both intensity and polarimetric features are studied to analyze the optimal CP mode for oil spill observation. Spaceborne polarimetric SAR data sets collected over natural oil slicks and experimental biogenic slicks are used to demonstrate the capability of the general CP mode for ocean surface surveillance.
机译:海洋监控是合成孔径雷达(SAR)的重要应用之一。 Polarimetric SAR提供多通道信息,并显示出监控海洋动态环境的巨大潜力。漏油是一种污染形式,可以严重影响海洋生态系统。双偏振SAR系统通常用于常规海面监测。混合双极SAR成像模式,称为紧凑型偏振基,可以提供比传统的双极成像模式更多的信息。然而,混合双极模式的反向散射测量取决于发射波偏振,这导致对各种紧凑型偏振(CP)图像缺乏一致的解释。在这项研究中,我们将探讨不同CP模式的漏油检测和歧视的能力。首先,我们介绍了一般的CP形式主义方法来制定任意CP背散射波,使得目标散射矢量的特征在于所有CP模式的相同框架。然后,研究了最近提出的CP分解方法,以揭示漏油及其外观的反向散射性质。研究了强度和偏振特征,分析了漏油观察的最佳CP模式。在天然油光滑和实验生物光滑上收集的星源偏振SAR数据集用于展示海洋表面监测的一般CP模式的能力。

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