Title :
Rice Mapping and Monitoring Using ENVISAT ASAR Data
Author :
Yang, Shenbin ; Shen, Shuanghe ; Li, Bingbai ; Le Toan, Thuy ; He, Wei
Author_Institution :
Dept. of Appl. Meteorol., Nanjing Univ. of Inf. Sci. & Technol., Nanjing
Abstract :
Radar remote sensing technology has become an important method for stable and long-time rice monitoring for its capability to operate in all weather conditions. In this letter, ENVISAT advanced synthetic aperture radar (ASAR) alternative-polarization VV/HH data were used for rice monitoring in the Xinghua rice experiment site in the middle of Jiangsu Province. First, a threshold classification method was developed for mapping rice growth area according to the different characteristic of backscatter coefficients between paddy rice and other land surface objects. Then, relational models were built for retrieving rice growth parameters from ASAR images based on correlation analysis between backscatter coefficients and field measurements. Meanwhile, an optical multispectral image was used as ancillary data for rice parameters retrieval. As expected, the retrieved rice growth parameters were consistent with those of field measurements.
Keywords :
crops; image classification; remote sensing by radar; synthetic aperture radar; vegetation mapping; ASAR; ENVISAT Advanced Synthetic Aperture Radar; Jiangsu Province; Xinghua rice experiment site; alternative-polarization VV-HH data; backscatter coefficients; correlation analysis; land surface objects; optical multispectral image; radar remote sensing technology; rice growth area mapping; rice monitoring; rice parameters retrieval; threshold classification method; weather conditions; Adaptive optics; Backscatter; Condition monitoring; Image analysis; Image retrieval; Land surface; Multispectral imaging; Optical sensors; Radar remote sensing; Remote monitoring; Advanced Synthetic Aperture Radar (ASAR); rice mapping; rice monitoring; rice parameters retrieval;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2007.912089