Title :
Calibration and classification of SIR-C polarimetric and interferometric SAR data in areas with slope variations
Author :
Pasquali, Paolo ; Holecz, Francesco ; Small, David ; Michel, Thierry
Author_Institution :
Remote Sensing Lab., Zurich Univ., Switzerland
Abstract :
The goal of this paper is to present the capabilities and the limitations of SIR-C SAR magnitude data (dual frequency, dual polarization) and dual frequency interferometric SAR data for land cover classification purposes in areas with slope variations. The work consists of three parts. In a first step SIR-C SAR magnitude HH-, HV-polarized data acquired during the SRL-2 mission (DT 110.00) over an area with terrain ranging from hilly to mountainous (around 1800 sq. km) in Central Switzerland is geometrically and radiometrically calibrated, considering scattering area variations and radiometric errors due to topographic effects on the antenna gain pattern. After this step the backscattering coefficient is classified using a supervised method taking a-priori information into account (thematic and topographic information). In a second step, repeat-pass SIR-C InSAR VV-polarized data (DT 142.12 and 158.12) acquired 24 hours later over the same site is interferometrically processed. In order to correct the interferometric phase for slope variations and therefore to improve the coherence estimation the InSAR data is terrain geocoded. Only after these calibration steps can the backscattering coefficient and coherence data be qualitatively and quantitatively analysed
Keywords :
calibration; geophysical signal processing; geophysical techniques; image classification; radar imaging; radar polarimetry; remote sensing by radar; spaceborne radar; synthetic aperture radar; InSAR; SIR; SIR-C; a-priori information; backscattering coefficient; calibration; dual frequency method; geophysical measurement technique; hilly land; image classification; interferometric SAR; land cover; land surface; mountainous area; radar imaging; radar polarimetry; radar remote sensing; slope variations; spaceborne radar; supervised method; terrain mapping; topography effects; Backscatter; Calibration; Electronic mail; Frequency; Laboratories; Radar antennas; Radiometry; Synthetic aperture radar; Synthetic aperture radar interferometry; Testing;
Conference_Titel :
Geoscience and Remote Sensing, 1997. IGARSS '97. Remote Sensing - A Scientific Vision for Sustainable Development., 1997 IEEE International
Print_ISBN :
0-7803-3836-7
DOI :
10.1109/IGARSS.1997.615911