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

© 2020, Indian Society of Remote Sensing. 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°. Here, we present an evaluation of four freely available digital surface models (D...

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Main Authors: Goyal, Ropesh, Featherstone, Will, Dikshit, O., Balasubramania, N.
Format: Journal Article
Language:English
Published: SPRINGER 2020
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/82549
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author Goyal, Ropesh
Featherstone, Will
Dikshit, O.
Balasubramania, N.
author_facet Goyal, Ropesh
Featherstone, Will
Dikshit, O.
Balasubramania, N.
author_sort Goyal, Ropesh
building Curtin Institutional Repository
collection Online Access
description © 2020, Indian Society of Remote Sensing. 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°. 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.
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spelling curtin-20.500.11937-825492024-05-21T03:39:29Z Comparison and Validation of Satellite-Derived Digital Surface/Elevation Models over India Goyal, Ropesh Featherstone, Will Dikshit, O. Balasubramania, N. Science & Technology Life Sciences & Biomedicine Technology Environmental Sciences Remote Sensing Environmental Sciences & Ecology Vertical accuracy precision assessment Digital surface models Digital elevation models India ELEVATION MODELS ASTER GDEM2 SRTM DEM EXTERNAL VALIDATION EXTRACTION GRAVITY TERRAIN EXAMPLE REGION SITES © 2020, Indian Society of Remote Sensing. 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°. 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. 2020 Journal Article http://hdl.handle.net/20.500.11937/82549 10.1007/s12524-020-01273-7 English SPRINGER fulltext
spellingShingle Science & Technology
Life Sciences & Biomedicine
Technology
Environmental Sciences
Remote Sensing
Environmental Sciences & Ecology
Vertical accuracy
precision assessment
Digital surface models
Digital elevation models
India
ELEVATION MODELS
ASTER GDEM2
SRTM DEM
EXTERNAL VALIDATION
EXTRACTION
GRAVITY
TERRAIN
EXAMPLE
REGION
SITES
Goyal, Ropesh
Featherstone, Will
Dikshit, O.
Balasubramania, N.
Comparison and Validation of Satellite-Derived Digital Surface/Elevation Models over India
title Comparison and Validation of Satellite-Derived Digital Surface/Elevation Models over India
title_full Comparison and Validation of Satellite-Derived Digital Surface/Elevation Models over India
title_fullStr Comparison and Validation of Satellite-Derived Digital Surface/Elevation Models over India
title_full_unstemmed Comparison and Validation of Satellite-Derived Digital Surface/Elevation Models over India
title_short Comparison and Validation of Satellite-Derived Digital Surface/Elevation Models over India
title_sort comparison and validation of satellite-derived digital surface/elevation models over india
topic Science & Technology
Life Sciences & Biomedicine
Technology
Environmental Sciences
Remote Sensing
Environmental Sciences & Ecology
Vertical accuracy
precision assessment
Digital surface models
Digital elevation models
India
ELEVATION MODELS
ASTER GDEM2
SRTM DEM
EXTERNAL VALIDATION
EXTRACTION
GRAVITY
TERRAIN
EXAMPLE
REGION
SITES
url http://hdl.handle.net/20.500.11937/82549