Title :
Potential of RADARSAT-2 for sea ice classification
Author :
Scheuchl, B. ; Cumming, I.G.
Author_Institution :
Dept. of Electr. & Comput. Eng., British Columbia Univ., Canada
Abstract :
Polarimetric data acquired by the CCRS CV-580 airborne SAR are used to assess the capability of RADARSAT-2 for operational sea ice classification. The information content of the polarimetric data is illustrated by showing how specific scattering mechanisms are portrayed by the entropy, anisotropy and α-angle features. Ice type classes are derived from the full polarimetric data set using a complex Wishart classifier. The classes are then mapped into 2-D scatterplots to compare the information content between dual and fully polarimetric data. While dual polarimetric data are an improvement over single channel data, it is found that fully polarimetric data are needed to provide accurate ice classification performance.
Keywords :
airborne radar; oceanographic equipment; radar polarimetry; remote sensing by radar; sea ice; spaceborne radar; synthetic aperture radar; α-angle; 2D scatterplots; CCRS CV-580 airborne SAR; RADARSAT-2; Wishart classifier; anisotropy; entropy; ice type classes; information content; operational sea ice classification; polarimetric data; scattering mechanisms; Data engineering; Ice surface; Ice thickness; Layout; Ocean temperature; Polarization; Radar scattering; Satellites; Sea ice; Sea surface;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN :
0-7803-7536-X
DOI :
10.1109/IGARSS.2002.1026487