DocumentCode :
3349015
Title :
Monitoring grasslands with radarsat 2 quad-pol imagery
Author :
Buckley, Joseph R. ; Smith, Anne M.
Author_Institution :
Dept. of Phys., R. Mil. Coll. of Canada, Kingston, ON, Canada
fYear :
2010
fDate :
25-30 July 2010
Firstpage :
3090
Lastpage :
3093
Abstract :
Radarsat 2 quad polarization imagery has been used to study the effectiveness of polarimetric radar to monitor the extent and health of prairie grasslands in southern Alberta, Canada. In this report of preliminary findings, the imagery is shown to be effective in the separation of cropped lands from rangelands, and in the separation of native grasslands and improved pastures. Classification was more accurate using Freeman-Durden decomposition parameters than using Cloude-Pottier parameters. Incidence angle differeces were noted and use of multiple angles in classification improved accuracy. In a second part of the study, it was shown that polarimetric imagery was capable of identifying weeds and brush growing in native rangland, and in separating different kinds of brush and weeds. Validated sample sets were too small to allow proper accuracy assessment, but a `performance metric´ showed that accuracy would be improved by use of multiple incidence angles, and by the use of Freeman-Durden or coherency matrix parameters.
Keywords :
geophysical image processing; radar polarimetry; vegetation mapping; Canada; Cloude-Pottier parameters; Freeman-Durden decomposition parameters; Radarsat 2 quad polarization imagery; brush; coherency matrix parameters; incidence angle differeces; multiple angles; multiple incidence angles; native rangland; pastures; performance metric; polarimetric imagery; polarimetric radar; prairie grasslands; southern Alberta; weeds; Accuracy; Agriculture; Radar imaging; Radar polarimetry; Scattering; Vegetation mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International
Conference_Location :
Honolulu, HI
ISSN :
2153-6996
Print_ISBN :
978-1-4244-9565-8
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2010.5652367
Filename :
5652367
Link To Document :
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