DocumentCode :
43297
Title :
TanDEM-X Water Indication Mask: Generation and First Evaluation Results
Author :
Wendleder, Anna ; Wessel, B. ; Roth, Andrei ; Breunig, M. ; Martin, Ken ; Wagenbrenner, S.
Author_Institution :
German Remote Sensing Data Center, German Aerosp. Center (DLR), Wessling, Germany
Volume :
6
Issue :
1
fYear :
2013
fDate :
Feb. 2013
Firstpage :
171
Lastpage :
179
Abstract :
The German SAR interferometry mission TanDEM-X performed on two TerraSAR-X satellites flying in close formation will provide a global Digital Elevation Model (DEM). A by-product is so-called the Water Indication Mask (WAM). The purpose of this supplementary information layer is to support the DEM editing process. Water surfaces usually show lower coherence in an interferometric data set due to temporal de-correlation and low backscattering. Consequently the corresponding elevation values derived from the interferogram are random and produce a virtual relief. This paper introduces the operational water body detection workflow that synergistically evaluates amplitude and coherence information. The presented results of two test sites reveal that the methodology is globally applicable, classifications are highly accurate and the algorithm is appropriate for operational image processing. The water body detection consists of two steps: the Water Body Detection (WBD) derived of one single DEM scene and the mosaicking of multiple WBD to a single Water Indication Mask (WAM). The fusion strategy for the final TanDEM-X WAM considers all WBD acquired at different times in two global coverages and bases on a fusion by union containing the results of the amplitude and the coherence.
Keywords :
digital elevation models; geophysical image processing; hydrology; image segmentation; radar imaging; remote sensing by radar; synthetic aperture radar; DEM editing process support; DEM scene; German SAR interferometry mission; TanDEM-X water indication mask; TerraSAR-X satellites; WAM; amplitude information; backscattering; coherence information; digital elevation model; global DEM; interferometric data set; multiple WBD mosaicking; operational image processing; operational water body detection workflow; temporal decorrelation; virtual relief; water surfaces; Backscatter; Coherence; Lakes; Land surface; Rough surfaces; Surface roughness; Synthetic aperture radar; Amplitude; DEM editing; TanDEM-X; coherence; water body detection;
fLanguage :
English
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
Publisher :
ieee
ISSN :
1939-1404
Type :
jour
DOI :
10.1109/JSTARS.2012.2210999
Filename :
6303842
Link To Document :
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