DocumentCode :
2522856
Title :
Parameters extraction of crop based on PolSAR Data
Author :
Cai, Aimin ; Shao, Yun ; Gong, Huaze
Author_Institution :
Inst. of Remote Sensing Applic., Chinese Acad. of Sci., Beijing, China
fYear :
2010
fDate :
9-11 April 2010
Firstpage :
12
Lastpage :
15
Abstract :
It is beneficial to extract the parameters of the objects by rich information of PolSAR (Polarimetric Synthetic Aperture Radar) data. With polSAR data of Radarsat-2, the polarimetric character of winter wheat in booting and milk stage is studied based on polarization theory. The results show that: there is a great difference between the polarimetric characters of two stages due to the change of wheat structure. Winter wheat growth can be retrieved by entropy, which changes in different way in the two stages. In booting stage, with LAI increasing, the scattering mechanism tends to be more complex. While in milk stage, with plant density increasing, the scattering mechanism tends to be simpler. The eigenvalue of λ2 is a valuable parameter to retrieve soil moisture with crop cover. Results show the potential advantage of polarimetric radar.
Keywords :
crops; eigenvalues and eigenfunctions; entropy; radar polarimetry; remote sensing by radar; scattering; synthetic aperture radar; PolSAR Data; Radarsat-2; booting stage; crop; eigenvalue; entropy; milk stage; parameters extraction; plant density; polarimetric character; polarimetric synthetic aperture radar data; polarization theory; scattering mechanism; wheat structure; winter wheat; Crops; Dairy products; Data mining; Eigenvalues and eigenfunctions; Entropy; Parameter extraction; Polarimetric synthetic aperture radar; Polarization; Radar scattering; Soil moisture; PolSAR data; Radarsat-2; Wheat; parameter extraction; polarization theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Analysis and Signal Processing (IASP), 2010 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4244-5554-6
Electronic_ISBN :
978-1-4244-5556-0
Type :
conf
DOI :
10.1109/IASP.2010.5476173
Filename :
5476173
Link To Document :
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