Title :
Synergistic Fusion of Interferometric and Speckle-Tracking Methods for Deriving Surface Velocity From Interferometric SAR Data
Author :
Liu, Hongxing ; Zhao, Zhiyuan ; Jezek, Kenneth C.
Author_Institution :
Dept. of Geogr., Texas A&M Univ., College Station, TX
Abstract :
This letter presents a technique to adjust and unify disconnected interferogram fringe regions for the derivation of accurate surface-velocity measurements. The interferogram from repeat-pass interferometric synthetic aperture radar data is often partitioned by shear margins of ice streams and other low-coherence zones into many small disconnected fringe regions. Although these isolated fringe regions can be unwrapped separately, the unwrapped phase for each region is referenced to a different seed point. Our technique exploits absolute range-offset measurements from the speckle-tracking method to bridge the isolated fringe regions in the interferogram. In this way, the unwrapped phases in these regions can be adjusted into consistent surface-displacement measurements with a common reference point. Using Radarsat interferometric data in Antarctica, we demonstrated that the synergetic fusion of the measurements from the interferometric and speckle-tracking methods can produce a highly accurate two-dimensional velocity field
Keywords :
glaciology; hydrological techniques; radar interferometry; synthetic aperture radar; 2D velocity field; Antarctica; Radarsat interferometric data; absolute range-offset measurements; ice streams; interferogram fringe regions; repeat-pass interferometric synthetic aperture radar data; shear margins; speckle-tracking methods; surface velocity; surface-displacement measurements; Antarctica; Azimuth; Bridges; Ice; Phase measurement; Radar tracking; Speckle; Synthetic aperture radar; Synthetic aperture radar interferometry; Velocity measurement; Data fusion; fringe regions; interferometric synthetic aperture radar (InSAR); phase unwrapping; speckle tracking;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2006.885885