Comparison and Validation of Satellite-Derived Digital Surface/Elevation Models over India

被引:8
|
作者
Goyal, R. [1 ,2 ]
Featherstone, W. E. [1 ,2 ]
Dikshit, O. [1 ]
Balasubramania, N. [1 ]
机构
[1] Indian Inst Technol Kanpur, Dept Civil Engn, Kanpur 208016, Uttar Pradesh, India
[2] Curtin Univ Technol, Sch Earth & Planetary Sci, GPO Box U1987, Perth, WA 6845, Australia
关键词
Vertical accuracy; precision assessment; Digital surface models; Digital elevation models; India; ELEVATION MODELS; ASTER GDEM2; SRTM DEM; EXTERNAL VALIDATION; TERRAIN; EXTRACTION; GRAVITY; EXAMPLE; REGION; SITES;
D O I
10.1007/s12524-020-01273-7
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
India presents among the world's most topographically complex geomorphologies, with land elevations ranging from -2 m to + 8586 m and terrain gradients sometimes exceeding 45 degrees. Here, we present an evaluation of four freely available digital surface models (DSMs) on a model-to-model basis, as well as a validation using independent ground-truth data from levelled benchmarks in India. The DSMs tested comprise SRTM1 '', SRTM3 '', ASTER1 '' and Cartodem1 '' [an India-only model]. Along with these four DSMs, the MERIT3 '' digital elevation model (DEM) is also tested with the ground-truth data. Our results for India indicate some mismatch of these DEMs/DSMs from their claimed accuracies/precisions. All DSMs/DEMs (except for ASTER) have > 90% of pixels satisfying +/- 16 m at the one-sigma level, but only in the low-lying (< 500 m) parts of India, i.e. the Gangetic plains and the Thar desert.
引用
收藏
页码:971 / 986
页数:16
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