Title :
Urban dynamic change detection using interferometric SAR in Southeast China
Author :
Chi, Hong ; Sun, Guoqing ; Ling, Feilong
Author_Institution :
Grad. Univ. of Chinese Acad. of Sci., Beijing
Abstract :
Synthetic aperture radar is the only instrument that can provide consistent remote sensing data for south China with persistent cloud cover and rain. In this paper, the potential of multi-temporal ERS and ENVISAT-1 SAR data for land cover/land use classification and urban change detection was investigated at a test area in Fuzhou city, the capital of Fujian province in southeastern China. Both SAR backscatter intensity characteristics and interferometric data were analyzed. A parcel-based approach has been implemented to overcome the limitations and weaknesses of traditional image processing methods for feature extraction from gray images. Two methods were carried out in the urban dynamics change detection: one was post-classification comparison, and the other one was multi-temporal image ratioing. The results from both classification and urban change detection were validated by field survey data and showed promising application of ESA SAR data in southeastern China, where clouds and rains persist.
Keywords :
clouds; feature extraction; geophysical signal processing; image classification; radar interferometry; rain; remote sensing by radar; spaceborne radar; synthetic aperture radar; terrain mapping; ENVISAT-1 SAR data; Fujian province; Fuzhou city; SAR backscatter intensity; Southeast China; feature extraction; interferometric SAR; land cover/land use classification; multitemporal ERS data; multitemporal image ratioing; persistent cloud cover; post-classification comparison; rain; remote sensing; synthetic aperture radar; urban dynamic change detection; Backscatter; Cities and towns; Clouds; Data analysis; Image processing; Instruments; Radar detection; Rain; Remote sensing; Testing;
Conference_Titel :
Urban Remote Sensing Event, 2009 Joint
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3460-2
Electronic_ISBN :
978-1-4244-3461-9
DOI :
10.1109/URS.2009.5137570