DocumentCode
3690663
Title
Identification of rice paddy fields from multitemporal polarimetric SAR images by scattering matrix decomposition
Author
K. T. Fan;Y. S. Chen;C. W. Lin;Y. C. Tzeng
Author_Institution
Department of Electronic Engineering, National United University, Maio-Li, Taiwan
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
3199
Lastpage
3202
Abstract
Rice is the staple food in many countries and monitoring the area of rice fields is demanded. The backscatter behavior of rice as function of time is so unique that it can be used to distinguish rice from other crops. In this paper, scattering matrix decomposition models were adopted to identify rice paddy fields from multi-temporal polarimetric SAR images. A series of Radarsat-2 polarimetric SAR images was acquired during the whole cultivation period over a rice site. Experimental results revealed that volume scattering mechanism is more sensitive to rice growth than other scattering mechanisms. In addition, rice fields can be successfully identified using volume scattering power no matter what decomposition model is applied.
Keywords
"Scattering","Synthetic aperture radar","Matrix decomposition","Covariance matrices","Monitoring","Solid modeling","Agriculture"
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
ISSN
2153-6996
Electronic_ISBN
2153-7003
Type
conf
DOI
10.1109/IGARSS.2015.7326498
Filename
7326498
Link To Document