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Multibaseline InSAR DEM reconstruction: the wavelet approach

机译:多基线InSAR DEM重建:小波方法

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Multibaseline synthetic aperture radar (SAR) interferometry can be exploited successfully for high-quality digital elevation model (DEM) reconstruction, provided that both noise and atmospheric effects are taken into account. A weighted combination of many uncorrelated topographic profiles strongly reduces the impact of phase artifacts on the final DEM. The key issue is weights selection. In the present article a wavelet domain approach is proposed. Taking advantage of the particular frequency trend of the atmospheric distortion, it is possible to estimate, directly from the data, noise and atmospheric distortion power for each interferogram. The available DEMs are then combined by means of a weighted average, carried out in the wavelet domain. This new approach provides a valuable tool not only for DEMs combination (improving accuracy), but for data evaluation and selection, since the phase error power is estimated for each interferogram. Results obtained using simulated and real data (ERS-1/2 TANDEM data of a test area around the Etna volcano, Sicily) are presented.
机译:如果同时考虑了噪声和大气影响,则可以成功地利用多基线合成孔径雷达(SAR)干涉术进行高质量数字高程模型(DEM)重建。许多不相关的地形轮廓的加权组合极大地减少了相位伪影对最终DEM的影响。关键问题是权重选择。在本文中,提出了一种小波域方法。利用大气畸变的特定频率趋势,可以直接从数据中估算每个干涉图的噪声和大气畸变功率。然后,通过在小波域中执行的加权平均值合并可用的DEM。这种新方法不仅为DEM组合(提高准确性)提供了一种有价值的工具,而且为数据评估和选择提供了一种有价值的工具,因为每个干涉图的相位误差功率都得到了估算。呈现了使用模拟和真实数据(西西里岛埃特纳火山附近测试区域的ERS-1 / 2 TANDEM数据)获得的结果。

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