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Underlying Topography Estimation Over Forest Areas Using Single-Baseline InSAR Data

DOI:10.1109/tgrs.2018.2878357 期刊:IEEE Transactions on Geoscience and Remote Sensing 出版年份:2018 更新时间:2025-09-10 09:29:36
摘要: In this paper, a method for digital elevation model (DEM) extraction over forest areas from single-baseline interferometric synthetic aperture radar (InSAR) data is proposed. The main idea of this method is that some backscattering variations which are linked to the geometrical structures of forest occur during the radar acquisition. The time–frequency analysis is used to retrieve these variations by dividing the synthesized SAR image into multiple SAR images in the Fourier domain called sublook images. Then, by interferometry, the sublook images characterized by the same Doppler bandwidth and acquired from spatially separated locations at either end of a baseline are used to estimate the sublook coherences and the above backscattering variations are converted into the variations the number of InSAR of sublook coherences. As a result, observations can be increased. The sublook coherences are then interpreted by the two-layer vegetation scattering model and are assumed to follow a near-linear relationship in the complex plane. The ground phase can then be estimated by linear regression of the sublook coherences. The performance of the proposed method was validated by E-SAR L- and P-band SAR data acquired over coniferous and tropical forests. For the coniferous scenario, the underlying DEM estimated by the proposed method has a root-mean-square error (RMSE) of 4.39 m, which is slightly less accurate than the DEM (with an RMSE of 4.07 m) derived by the polarimetric line-?t (LF) method, but represents a signi?cant improvement in DEM accuracy over the HH InSAR method. For the tropical scenario, the DEMs derived by the proposed method and the polarimetric LF method are closer to the ground surface than those derived by the HH InSAR method, and their mean ground height difference is 0.62 m. The two experiments con?rm that it is feasible to extract a DEM by the proposed method, which has a comparable performance in DEM inversion to the polarimetric LF method and only requires single-polarization InSAR data.
作者: Hai Qiang Fu,Jian Jun Zhu,Chang Cheng Wang,Rong Zhao,Qing Hua Xie
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To propose a method for DEM extraction over forest areas from single-baseline InSAR data by utilizing time–frequency analysis and a two-layer vegetation scattering model to estimate the underlying topography.

The proposed TF + LF method is feasible for extracting underlying DEMs from single-polarization InSAR data over forest areas, showing comparable performance to the polarimetric LF method. It effectively reduces the effect of forest height signals on InSAR DEMs and can be applied to both coniferous and tropical forests.

The method's performance is hindered by the limited penetration depth of SAR signals, related to forest density and SAR frequency, and the application scope is limited by temporal decorrelation and oriented effects.

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