DocumentCode
3066210
Title
Defining the sensitivity of polarimetric parameters to crop residue patterns during-harvest
Author
Lingli Zhao ; Jie Yang ; Pingxiang Li ; Shaoping Deng ; Lu Liao
Author_Institution
State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, China
fYear
2013
fDate
21-26 July 2013
Firstpage
3227
Lastpage
3230
Abstract
The sensitivity of polarimetric parameters to different residue patterns during harvest has been investigated in the paper. Several crop residue cover types called residue patterns during harvest have been selected. They include harvested wheat fields with burned and non-burned straws, the swathed oilseed rapes with different moisture, the rape swathes aligned in different directions, the non-lodging wheat and lodging wheat before harvest. A set of polarimetric parameters include backscattering coefficients, coherence coefficients, polarimetric phase differences, and variables derived from Cloude decomposition are made use of. Sensitivity analysis was conducted on one Radarsat-2 quad-pol image and one TerraSAR-X dual-pol image acquired over a farmland of China. The results indicate that polarimetric parameters have various responses to different residue patterns. The residue amounts, direction and crop harvest state are the main factors that result in the fluctuation of polarimetric scattering characteristics. In addition, it is revealed that multi-polarimetric image with short wavelength has the potential to guide the farming behaviors during harvest.
Keywords
backscatter; crops; farming; radar imaging; radar polarimetry; remote sensing by radar; vegetation mapping; China; Cloude decomposition; Radarsat-2 quad-pol image; TerraSAR-X dual-pol image; backscattering coefficient; coherence coefficient; crop harvest state; crop residue cover type; crop residue pattern; farming behavior; farmland; moisture; multipolarimetric image; nonburned straw; nonlodging wheat; polarimetric parameter sensitivity; polarimetric phase difference; polarimetric scattering characteristics fluctuation; rape swath; sensitivity analysis; swathed oilseed rapes; wheat field; Agriculture; Backscatter; Clouds; Moisture; Monitoring; Remote sensing; Scattering; Agriculture; PolSAR; crop residue patterns;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location
Melbourne, VIC
ISSN
2153-6996
Print_ISBN
978-1-4799-1114-1
Type
conf
DOI
10.1109/IGARSS.2013.6723514
Filename
6723514
Link To Document