Shaping the Global High-Resolution TanDEM-X Digital Elevation Model

被引:10
|
作者
Huber, Martin [1 ]
Osterkamp, Nicole [2 ]
Marschalk, Ursula [1 ]
Tubbesing, Raphael [2 ]
Wendleder, Anna [1 ]
Wessel, Birgit [1 ]
Roth, Achim [1 ]
机构
[1] German Aerosp Ctr, German Remote Sensing Data Ctr, D-82234 Oberpfaffenhofen, Germany
[2] Co Remote Sensing & Environm, D-81243 Munich, Germany
关键词
Synthetic aperture radar; Coherence; Surface treatment; Smoothing methods; Filling; Surface topography; Interpolation; Digital elevation model (DEM); editing; filtering; flood modeling; hydrology; interferometry; quality assessment; remote sensing; synthetic aperture radar (SAR); ACCURACY ASSESSMENT; 1ST EVALUATION; DEM; DECORRELATION; VALIDATION; GENERATION; FUSION; ERROR;
D O I
10.1109/JSTARS.2021.3095178
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The global digital elevation model (DEM) produced by the TanDEM-X (TerraSAR-X add-on for digital elevation measurements) mission is an interferometric elevation model with unprecedented quality, accuracy, and coverage. It represents an unedited surface model as artifacts inherent to the interferometric synthetic aperture radar acquisition and processing technique are still present. The most prominent artifacts in the DEM are water bodies appearing with a rough surface due to low coherence. Additionally, outliers, voids, and larger data gaps may be present in this dataset. Therefore, DEM editing is crucial for many applications including hydrology or orthorectification of remote sensing data. Depending on the field of application, different techniques of quality enhancement are required. This article provides a comprehensive description of a semi-automatic framework specially developed for generating an edited version of the TanDEM-X dataset by shaping the high-resolution 12 m DEM with focus on water areas, outlier handling, and void filling. The default configuration parameters of the workflow can thereby be adapted interactively for challenging areas where appropriate. A quality assessment of the resulting edited DEM was done by statistical measures, visual methods, as well as by an artifact evaluation.
引用
收藏
页码:7198 / 7212
页数:15
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