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Model free polarimetric SAR tomography of a tropical forest

机译:热带森林的免费模型偏振SAR层析成像

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The aim of this paper is to analyze the scattering mechanisms (SMs) which take part in a forest when imaged by means of a SAR system. In such a natural environment many different targets can contribute to the radar signal, two main contributions can be recognized though. The former has the phase center placed at the ground level whereas the latter corresponds to the canopies above it. In this work particular attention is paid to the ground level so that it had to be isolated from the contribution of the canopies. The rejection of contribution coming from upper layers has been achieved by means of SAR tomography (TomSAR). Whenever the resolution along the vertical is fine enough TomSAR is able to focus on a specific height according to a model free approach returning a full resolution Single Look Complex (SLC) image. Such a SLC associated with the ground level has been then analyzed by means of standard polarimetric processing to understand the physical phenomena underlying the data: a strong contribution from the ground trunk interaction has been found. The behavior of such a double bounce mechanism has been simulated by means of a very simple model for the dihedral backscattering. The proper setting of parameters of the model revealed that the length of the trunk has a very little impact compared to the length of the basis of the dihedral. Such a conclusion has been finally interpreted by referring to macroecological considerations.
机译:本文的目的是分析通过SAR系统成像时森林中的散射机制(SMs)。在这样的自然环境中,许多不同的目标都会对雷达信号产生影响,尽管可以识别出两个主要的影响。前者的相位中心位于地面,而后者对应于其上方的顶篷。在这项工作中,要特别注意地面,因此必须与树冠的作用隔离开来。通过SAR层析成像(TomSAR)可以消除来自上层的贡献。只要沿垂直方向的分辨率足够好,TomSAR便可以根据无模型方法将其聚焦在特定高度上,从而返回全分辨率单视复杂(SLC)图像。然后,通过标准极化处理对与地面相关的这种SLC进行了分析,以了解数据背后的物理现象:发现了地面干线相互作用的重要作用。这种双反射机制的行为已通过非常简单的二面体后向散射模型进行了仿真。模型参数的正确设置表明,与二面角的基础长度相比,躯干的长度几乎没有影响。通过参考宏观生态学的考虑,最终得出了这样的结论。

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