Polarimetric Analysis of ALOS PALSAR data (POL-SAR) over Test Areas in North-West Bulgaria – Polarimetric Descriptors, Decompositions and Classifications
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引用次数: 0
Abstract
This study is focused on utilizing full-polarimetric L-band radar data from ALOS PALSAR (JAXA) by means of Polarimetry (POL-SAR), over mountainous test sites in Bulgaria. General aim is to show feasibility of the Polarimetry to describe natural targets, which exhibits various scattering mechanisms in respect to their bio-physical and geometrical properties. Firstly, the importance of Covariance and Coherent matrices is shown, which is followed by calculation of the polarimetric coherences with their particular significance. The mathematical and physical model based decompositions are applied to describe backscattering media from scattering mechanisms. Radar indices resulted from H/A/α-decomposition showed radnomization of scattering mechanisms over forest areas, whilst two major scattering mechanisms are observed mainly in crop lands. Α comparison is made between polarimetric descriptors from acquisitions in different seasonality over mountainous forest and agricultural lands. Polarimetric segmentations and classifications are applied, with 8 (H/A) and 16 (H/A/α) components. Finally, a forest mask is proposed based on relevant polarimetric descriptors. Study showed good utilization and importance of the full-polarimetric L-band SAR data, derived from ALOS PALSAR, in natural targets and forest areas. This report resulted from a course GEO414 -“Polarimetrie”, held at the University of Jena, Lehrstuhl für Fernerkundung, in the framework of ERASMUS+, with the kind support of – Dr. T. Jagdhuber (DLR) and Prof. C. Schmullius.
这项研究的重点是利用来自ALOS PALSAR (JAXA)的全偏振l波段雷达数据,通过偏振测量(POL-SAR),在保加利亚的山区测试地点。总的目的是证明偏振法描述自然目标的可行性,自然目标在生物物理和几何特性方面表现出不同的散射机制。首先说明了协方差和相干矩阵的重要性,然后计算了具有特殊意义的偏振相干。采用基于分解的数学和物理模型,从散射机理出发描述后向散射介质。H/A/α-分解得到的雷达指数显示森林地区散射机制的辐射化,而两种主要散射机制主要在农田地区观测到。Α对不同季节在山地森林和农业用地上采集的极化描述符进行了比较。采用极化分割和分类,分别有8个(H/A)和16个(H/A/α)组分。最后,提出了基于相关偏振描述符的森林掩模。研究表明,ALOS PALSAR的全极化l波段SAR数据在自然目标和森林地区具有良好的利用价值和重要性。该报告是在伊拉斯谟+框架下在耶拿大学Lehrstuhl f r Fernerkundung举办的GEO414 -“极化”课程的成果,得到了T. Jagdhuber博士(DLR)和C. Schmullius教授的热心支持。