Title :
Rice Crop Monitoring in South China With RADARSAT-2 Quad-Polarization SAR Data
Author :
Wu, Fan ; Wang, Chao ; Zhang, Hong ; Zhang, Bo ; Tang, Yixian
Author_Institution :
Center for Earth Obs. & Digital Earth, Chinese Acad. of Sci., Beijing, China
fDate :
3/1/2011 12:00:00 AM
Abstract :
This letter presents preliminary results of an attempt to monitor rice crop growth using RADARSAT-2 quad polarization synthetic aperture radar (SAR) data. Three RADARSAT-2 quad-polarization SAR images are collected from transplanting to rice crop harvesting. Ground truth data, such as rice height and biomass, are measured during RADARSAT-2 data acquisition in Hainan Province, South China. The correlation between backscattering coefficient and rice growth parameters is analyzed, and then, a rice field mapping method with quad polarization SAR image is developed. Experiments show that an HV or VH image backscattering coefficient exhibits the best correlation with rice age after transplantation. Furthermore, the HV or VH image is also more suitable for retrieving rice growth parameters, such as rice height and dry biomass, for FQ4 RADARSAT-2 SAR data. The ratio image of HH/VV possesses high separability required to distinguish rice crop from banana, forest, and river. Results indicate that RADARSAT-2 quad polarization SAR data presented enormous potential for monitoring rice crop growth.
Keywords :
crops; radar polarimetry; remote sensing by radar; synthetic aperture radar; vegetation mapping; HV image backscattering coefficient; Hainan Province; RADARSAT-2 quad-polarization SAR data; South China; VH image backscattering coefficient; ground truth data; rice crop monitoring; rice growth parameters; rice height; synthetic aperture radar data; Quad polarization; RADARSAT-2; rice crop monitoring; synthetic aperture radar (SAR);
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2010.2055830