Mapping from ASTER stereo image data: DEM validation and accuracy assessment

被引:259
作者
Hirano, A [1 ]
Welch, R [1 ]
Lang, H [1 ]
机构
[1] Univ Georgia, CTMS, Dept Geog, Athens, GA 30602 USA
关键词
ASTER; DEM; stereocorrelation; validation;
D O I
10.1016/S0924-2716(02)00164-8
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) on-board the National Aeronautics and Space Administration's (NASA`s) Terra spacecraft provides along-track digital stereo image data at 15-m resolution. As part of ASTER digital elevation model (DEM) accuracy evaluation efforts by the US/Japan ASTER Science Team, stereo image data for four study sites around the world have been employed to validate prelaunch estimates of heighting accuracy. Automated stereocorrelation procedures were implemented using the Desktop Mapping System (DMS) software on a personal computer to derive DEMs with 30- to 150-m postings. Results indicate that a root-mean-square error (RMSE) in elevation between +/- 7 and +/- 15 m Pan be achieved with ASTER stereo image data of good quality. An evaluation of an ASTER DEM data product produced at the US Geological Survey (USGS) EROS Data Center (EDC) yielded an RMSE of +/- 8.6 m. Overall, the ability to extract elevations from ASTER stereopairs using stereocorrelation techniques meets expectations. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:356 / 370
页数:15
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