DocumentCode :
17606
Title :
Categorization of the Glaciated Terrain of Indian Himalaya Using CP and FP Mode SAR
Author :
Singh, Gagan ; Yamaguchi, Yoshio ; Sang-Eun Park ; Boerner, Wolfgang-Martin ; Yi Cui ; Venkataraman, Ganesh
Author_Institution :
Grad. Sch. of Sci. & Technol., Niigata Univ., Niigata, Japan
Volume :
7
Issue :
3
fYear :
2014
fDate :
Mar-14
Firstpage :
872
Lastpage :
880
Abstract :
This paper presents the comparison between the potential of synthetic aperture radar (SAR) data in compact polarimetry (CP) versus the fully polarimetric POLSAR mode (FP) for glacier areas. The eigenvalue-based constructed parameters, decompositions and supervised classification schemes were used for this inter-comparison. The comparison is focused on compact polarimetric techniques versus full polarimetric techniques based on both of qualitative and quantitative analysis of the glaciated parameters extraction. Overall performance of CP mode is lower than FP mode for glaciated terrain parameter extraction. Furthermore, it was found over the part of rugged Gangotri glaciated terrain, Indian Himalaya that the reconstruction pseudo polarimetry data is erroneous and highly biased because of data sets do not satisfy the pseudo polarimetric reconstruction conditions in the glaciated terrain.
Keywords :
glaciology; remote sensing by radar; synthetic aperture radar; terrain mapping; CP mode SAR; FP mode SAR; Indian Himalaya; SAR data; compact polarimetric techniques; decompositions classification scheme; eigenvalue-based constructed parameters; fully polarimetric POLSAR mode; glaciated terrain; glaciated terrain categorization; glaciated terrain parameter extraction; glacier areas; pseudopolarimetric reconstruction conditions; reconstruction pseudopolarimetry data; rugged Gangotri glaciated terrain; supervised classification scheme; synthetic aperture radar; Covariance matrices; Eigenvalues and eigenfunctions; Polarimetry; Radar imaging; Scattering; Snow; Synthetic aperture radar; Compact polarimetry (CP); Gangotri; Himalaya; SAR; dual polarimetry (DP); full polarimetry (FP); glacier; mono polarimetry (MP); remote sensing; snow;
fLanguage :
English
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
Publisher :
ieee
ISSN :
1939-1404
Type :
jour
DOI :
10.1109/JSTARS.2013.2266354
Filename :
6550036
Link To Document :
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