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PolInSAR tomography for vertical profile retrieval of forest vegetation using spaceborne SAR data

机译:使用星载SAR数据进行垂直轮廓检索的PONINAR断层扫描

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Forest height plays a crucial role to investigate the bio-physical parameters of forest and the terrestrial carbon. PolInSAR based inversion modeling has been successfully implemented on airborne and spaceborne SAR data. SAR tomography, which is an extension of cross-track interferometric processing is a recent approach to separate scatterers in cross range direction, thus generates its vertical profile. This study highlighted the potential of tomographic processing of fully polarimetric Radarsat-2 SAR system to retrieve backscatter power at different height levels. Eucalyptus patch of Haldwani forest division of Uttarakhand state in India was chosen as the test site. Since SAR tomography is a spectral estimation problem, Fourier transform and beamforming based spectral estimations were applied on the dataset to obtain their vertical profiles. Fourier severely suffered from high sidelobes which was drastically reduced by implementing beamforming by taking into account the multilooking effect at the expense of radiometric accuracy. Backscattered power values were found to be different at different height levels of the forest vegetation. Vertical profile for Fourier as well as beamforming were also retrieved.
机译:森林高度起到调查森林和陆地碳的生物物理参数的关键作用。基于Polinsar的反转建模已经成功地在机载和星载SAR数据上实施。 SAR断层扫描,其是跨轨道干涉测量处理的延伸是最近在横梁方向上分离散射仪的方法,从而产生其垂直轮廓。本研究强调了完全偏振雷达拉特-2 SAR系统断层处理的潜力,以检索不同高度水平的反向散射电力。选择印度乌塔塔克手州哈尔德旺森林师的桉树林部被选为测试网站。由于SAR断层扫描是一种光谱估计问题,因此在数据集上应用傅里叶变换和基于波束形成的频谱估计,以获得其垂直轮廓。傅里叶受到高侧面的高度遭受,这通过以牺牲辐射精度的牺牲来实现多孔效果来实现波束成形。发现反向散射的功率值在森林植被的不同高度水平上不同。还检索了傅立叶的垂直轮廓以及波束形成。

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