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AGU: Journal of Geophysical Research, Planets

 
Abstract
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Abstract

Classification of surface types using SIR-C/X-SAR, Mount Everest Area, Tibet

Thomas P. Albright

Institute for Computational Earth System Science and Department of Geography, University of California, Santa, Barbara

Thomas H. Painter

Institute for Computational Earth System Science and Department of Geography, University of California, Santa, Barbara

Dar A. Roberts

Institute for Computational Earth System Science and Department of Geography, University of California, Santa, Barbara

Jiancheng Shi

Institute for Computational Earth System Science and Department of Geography, University of California, Santa, Barbara

Jeff Dozier

School of Environmental Science and Management, University of California, Santa Barbara

Eric Fielding

Jet Propulsion Laboratory, Pasadena, California

Imaging radar is a promising tool for mapping snow and ice cover in alpine regions. It combines a high-resolution, day or night, all-weather imaging capability with sensitivity to hydrologic and climatic snow and ice parameters. We use the spaceborne imaging radar-C/X-band synthetic aperture radar (SIR-C/X-SAR) to map snow and glacial ice on the rugged north slope of Mount Everest. From interferometrically derived digital elevation data, we compute the terrain calibration factor and cosine of the local illumination angle. We then process and terrain-correct radar data sets acquired on April 16, 1994. In addition to the spectral data, we include surface slope to improve discrimination among several surface types. These data sets are then used in a decision tree to generate an image classification. This method is successful in identifying and mapping scree/talus, dry snow, dry snow-covered glacier, wet snow-covered glacier, and rock-covered glacier, as corroborated by comparison with existing surface cover maps and other ancillary information. Application of the classification scheme to data acquired on October 7 of the same year yields accurate results for most surface types but underreports the extent of dry snow cover.

Received 3 November 1997; accepted 1 June 1998; .

Citation: Albright, T. P., T. H. Painter, D. A. Roberts, J. Shi, J. Dozier, and E. Fielding (1998), Classification of surface types using SIR-C/X-SAR, Mount Everest Area, Tibet, J. Geophys. Res., 103(E11), 25,823–25,837.

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