A Comparative Study of DEM Reconstruction Using the Single-Baseline and Multibaseline InSAR Techniques
Autor: | Shijie Liu, Hongcheng Tang, Yongjiu Feng, Yanling Chen, Zhenkun Lei, Jiafeng Wang, Xiaohua Tong |
---|---|
Jazyk: | angličtina |
Rok vydání: | 2021 |
Předmět: | |
Zdroj: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 8512-8521 (2021) |
Druh dokumentu: | article |
ISSN: | 2151-1535 |
DOI: | 10.1109/JSTARS.2021.3105231 |
Popis: | Interferometric SAR (InSAR) is a practical technique to derive 3-D structure of the earth's surface. This article conducts a comparative study of digital elevation model (DEM) reconstruction using the single-baseline and multibaseline InSAR techniques. To improve the accuracy of the DEM generated from the single-baseline InSAR, we improve the weight definition approach according to the coherence magnitudes for the fusion of single-baseline InSAR DEMs. For multibaseline InSAR, we adopt a method based on the maximum-likelihood estimation (MLE) algorithm, which uses external DEM as a constraint. A TerraSAR-X dataset comprising four SAR images acquired over Barcelona is used for experimental investigation. The accuracies of four types of DEM are comparatively studied, including DEM by single-baseline InSAR, DEM by the fusion of single-baseline InSAR DEMs, DEM by unconstrained multibaseline InSAR, and DEM by constrained multibaseline InSAR. The results show that the proposed weighted fusion of single-baseline InSAR performed slightly better than the constrained multibaseline InSAR method, and both of them performed better than the single-baseline results, demonstrating that multiple observations can effectively improve the accuracy of the reconstructed DEM. |
Databáze: | Directory of Open Access Journals |
Externí odkaz: |
Pro tento záznam nejsou dostupné žádné jednotky.