DocumentCode
3316166
Title
Use of PALSAR polarimetric data for tropical forest stratification and comparison of simulated dual and compact polarimetric modes
Author
Lardeux, C. ; Niamen, D. ; Routier, J.B. ; Giraud, A. ; Frison, P.-L. ; Pottier, E. ; Rudant, J.P.
Author_Institution
IETR Lab., Univ. of Rennes 1, Rennes, France
fYear
2010
fDate
25-30 July 2010
Firstpage
1855
Lastpage
1858
Abstract
This paper presents a case study addressing the comparison between different SAR polarimetric mode for tropical forest stratification: Full polarimetry (FP), Dual Polarimetry (DP) and Compact Polarimetry (CP). These 2 latter modes are simulated using FP data acquired by the L band PALSAR sensor over 2 study sites. Cayenne in French Guyana and the Fazenda São Nicolau in Brazil. The classification approach used to evaluate each mode based on Support Vector Machine (SVM) algorithm shows the good capabilities of the FP mode to discriminate different kinds of vegetation. The choice of one DP mode that gives twice bigger swath than FP mode depends on the study classes. In this tropical environment the hh/hv existing mode seems to be a good choice and CP mode show a good alternative to all the actual DP modes.
Keywords
forestry; geophysical image processing; image classification; radar polarimetry; remote sensing by radar; support vector machines; synthetic aperture radar; vegetation mapping; Brazil; Cayenne; Fazenda São Nicolau; French Guyana; L band PALSAR sensor; PALSAR polarimetric data; SAR polarimetric mode; compact polarimetry; dual polarimetry; full polarimetry; image classification; simulated dual polarimetric mode; support vector machine; tropical forest stratification; Accuracy; Pixel; Polarimetry; Scattering; Support vector machines; Training; Vegetation; SVM classification; forestry; polarimetry;
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.2010.5650441
Filename
5650441
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