Title :
Decorrelation of L-Band and C-Band Interferometry Over Vegetated Areas in California
Author :
Wei, Meng ; Sandwell, David T.
Author_Institution :
Scripps Instn. of Oceanogr., Univ. of California at San Diego, La Jolla, CA, USA
fDate :
7/1/2010 12:00:00 AM
Abstract :
Temporal decorrelation is one of the main limitations for recovering interseismic deformation along the San Andreas Fault system using interferometric synthetic aperture radar. To assess the improved correlation properties of L-band with respect to C-band, we analyzed L-band Advanced Land Observation Satellite (ALOS) interferograms with a range of temporal and spatial baselines over three vegetated areas in California and compared them with corresponding C-band European Remote Sensing Satellite (ERS) interferograms. Over the highly vegetated Northern California forests in the Coast Range area, ALOS remains remarkably well correlated over a 2-year period, whereas an ERS interferogram with a similar temporal and spatial baseline lost correlation. In Central California near Parkfield, we found a similar pattern in decorrelation behavior, which enabled the recovery of a fault creep and a local uplifting signal at L-band that was not apparent at C-band. In the Imperial Valley in Southern California, both ALOS and ERS have low correlation over farmlands. ALOS has lower correlation over some sandy surfaces than ERS, probably due to low signal-to-noise ratio. In general, L-band interferograms with similar seasonal acquisitions have higher correlation than those with dissimilar season. For both L- and C-band, correlation over vegetated areas decreases with time for intervals less than 1 year and then remains relatively constant at longer time intervals. The decorrelation time for L-band is more than 2 years in the forest in California whereas that for C-band is less than 6 months. Overall, these results suggest that L-band interferograms will reveal near-fault interseismic deformation once sufficient data become available.
Keywords :
Earth crust; faulting; geomorphology; radar interferometry; remote sensing by radar; synthetic aperture radar; vegetation mapping; C-band European Remote Sensing Satellite interferograms; Coast Range area; ERS interferogram; Imperial Valley; L-band Advanced Land Observation Satellite interferograms; Northern California forests; Parkfleld; San Andreas Fault system; Southern California; crustal deformation; decorrelation behavior; decorrelation time; fault creep; interferometric synthetic aperture radar; interseismic deformation; local uplifting signal; near-fault interseismic deformation; sandy surfaces; seasonal acquisitions; signal-to-noise ratio; spatial baseline; spatial baseline lost correlation; temporal baseline; temporal baseline lost correlation; vegetated areas; Correlation; crustal deformation; interferometry; synthetic aperture radar (SAR);
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2010.2043442