DocumentCode :
1132263
Title :
Wheat Crop Mapping by Using ASAR AP Data
Author :
Satalino, Giuseppe ; Mattia, Francesco ; Le Toan, Thuy ; Rinaldi, Michele
Author_Institution :
Ist. di Studi sui Sist. Intelligenti per l´´Autom., Consiglio Naz. delle Ric., Bari
Volume :
47
Issue :
2
fYear :
2009
Firstpage :
527
Lastpage :
530
Abstract :
The purpose of this paper is to assess the use of C-band HH/VV backscatter ratio for mapping winter wheat. This paper analyzes two temporal series of images acquired in 2006 and 2007 by the Advanced Synthetic Aperture Radar (ASAR) system in alternating polarization (AP) mode, over an agricultural site located in southern Italy. Results on test data show that classification accuracies between 75% and 80% can be achieved by using a single ASAR image, acquired during the peak of the wheat-growing season. To achieve accuracies close to 90%, a spatial averaging at field scale is necessary.
Keywords :
agriculture; backscatter; crops; remote sensing by radar; synthetic aperture radar; vegetation mapping; AD 2006 to 2007; AP data; ASAR imagery; Advanced Synthetic Aperture Radar; C-band HH-VV backscatter ratio; Europe; agriculture; alternating polarization data; image classification; images analysis; southern Italy; wheat crop mapping; Advanced Synthetic Aperture Radar (ASAR); SAR data classification; polarization ratio; wheat mapping;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2008.2008026
Filename :
4768719
Link To Document :
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