利用极化微波遥感技术监测海啸/地震灾害

Dong Li, Yunhua Zhang, Liting Liang, Jiefang Yang, Xun Wang
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摘要

极化表征了电磁波的矢量状态。当与极化波相互作用时,粗糙的自然表面往往引起优势表面散射;建筑物也表现出主要的双反弹散射。海啸/地震仅通过淹没地面和摧毁建筑物就会造成严重的破坏。通过分析灾害前后地表和双弹跳散射的变化,可以实现对灾害的监测。这构成了极化微波海啸/地震遥感的一个基本原理。利用基于模型的分解方法,从相干矩阵中提取表面散射和双弹跳散射。广义四分量散射幂分解酉变换(G4U)由于能自适应增强地表或双反弹散射,在海啸/地震遥感中被广泛应用于识别地表和双反弹散射。尽管如此,本章的严格推导表明,除非我们将G4U及其对偶性自适应地结合为一个扩展的G4U (EG4U),否则G4U不可能总是加强城市区域的双弹跳散射,也不可能总是加强水或陆地区域的表面散射。在2011年日本东北大海啸/地震ALOS-PALSAR数据集上的实验证明了EG4U的优异性能,以及极化遥感在海啸/地震灾害定性监测和定量评估中的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Monitoring of Tsunami/Earthquake Damages by Polarimetric Microwave Remote Sensing Technique
Polarization characterizes the vector state of EM wave. When interacting with polarized wave, rough natural surface often induces dominant surface scattering; building also presents dominant double-bounce scattering. Tsunami/earthquake causes serious destruction just by inundating the land surface and destroying the building. By analyzing the change of surface and double-bounce scattering before and after disaster, we can achieve a monitoring of damages. This constitutes one basic principle of polarimetric microwave remote sensing of tsunami/earthquake. The extraction of surface and double-bounce scattering from coherency matrix is achieved by model-based decomposition. The general four-component scattering power decomposition with unitary transformation (G4U) has been widely used in the remote sensing of tsunami/earthquake to identify surface and double-bounce scattering because it can adaptively enhance surface or double-bounce scattering. Nonetheless, the strict derivation in this chapter conveys that G4U cannot always strengthen the double-bounce scattering in urban area nor strengthen the surface scattering in water or land area unless we adaptively combine G4U and its duality for an extended G4U (EG4U). Experiment on the ALOS-PALSAR datasets of 2011 great Tohoku tsunami/earthquake demonstrates not only the outperformance of EG4U but also the effectiveness of polarimetric remote sensing in the qualitative monitoring and quantitative evaluation of tsunami/earthquake damages.
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