Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling

Shuttle Radar Topography Mission (SRTM), Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER ), Global Multi-resolution Terrain Elevation Data 2010 (GMTED2010), Advanced Land Observing Satellite World-3D (ALOSW3D), and TerraSAR-X Digital Elevation Measurement (TanDEM-X) are open-so...

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Published in:IOP Conference Series: Earth and Environmental Science
Main Author: Rahman M.F.A.; Din A.H.M.; Hamid A.I.A.; Alihan N.S.A.; Yazid N.M.; Ansar A.M.H.; Pa'Suya M.F.; Yamen S.N.M.; Khalid N.F.; Junid M.A.H.
Format: Conference paper
Language:English
Published: Institute of Physics 2022
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135521403&doi=10.1088%2f1755-1315%2f1064%2f1%2f012018&partnerID=40&md5=d06ebc9b0d15bd7df45eace46d761083
id 2-s2.0-85135521403
spelling 2-s2.0-85135521403
Rahman M.F.A.; Din A.H.M.; Hamid A.I.A.; Alihan N.S.A.; Yazid N.M.; Ansar A.M.H.; Pa'Suya M.F.; Yamen S.N.M.; Khalid N.F.; Junid M.A.H.
Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
2022
IOP Conference Series: Earth and Environmental Science
1064
1
10.1088/1755-1315/1064/1/012018
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135521403&doi=10.1088%2f1755-1315%2f1064%2f1%2f012018&partnerID=40&md5=d06ebc9b0d15bd7df45eace46d761083
Shuttle Radar Topography Mission (SRTM), Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER ), Global Multi-resolution Terrain Elevation Data 2010 (GMTED2010), Advanced Land Observing Satellite World-3D (ALOSW3D), and TerraSAR-X Digital Elevation Measurement (TanDEM-X) are open-source Digital Elevation Model (DEM) datasets for environmental modelling and studies. The spatial resolution and vertical accuracy of DEM data sources play a significant role, particularly in dealing with land inundation, periodic flooding, and coastal erosion. In this study, the comparison between orthometric height, H from Global Navigation Satellite System (GNSS) observation, and DEM is performed to evaluate the accuracy of each DEM in terms of their Root Mean Square Error (RMSE) and correlation coefficient, R2 for monitoring the coastline. The result has indicated that TanDEM-X shows the smallest RMSE of 2.574 m compared to SRTM30, SRTM90, ASTER, GMTED10, and ALOSW3D with RMSE of 2.968 m, 3.006 m, 3.217 m, 2.975 m, and 2.876 m respectively. Furthermore, TanDEM-X illustrates the largest correlation coefficients, R2 of 0.959 m, compared to SRTM30, SRTM90, ASTER, GMTED10, and ALOSW3D at 0.891 m, 0.899 m, 0.590 m, 0.888 m 0.913 m respectively. Hence, the result has indicated that TanDEM-X is the best option among all DEMs for any topographic applications. © Published under licence by IOP Publishing Ltd.
Institute of Physics
17551307
English
Conference paper
All Open Access; Gold Open Access
author Rahman M.F.A.; Din A.H.M.; Hamid A.I.A.; Alihan N.S.A.; Yazid N.M.; Ansar A.M.H.; Pa'Suya M.F.; Yamen S.N.M.; Khalid N.F.; Junid M.A.H.
spellingShingle Rahman M.F.A.; Din A.H.M.; Hamid A.I.A.; Alihan N.S.A.; Yazid N.M.; Ansar A.M.H.; Pa'Suya M.F.; Yamen S.N.M.; Khalid N.F.; Junid M.A.H.
Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
author_facet Rahman M.F.A.; Din A.H.M.; Hamid A.I.A.; Alihan N.S.A.; Yazid N.M.; Ansar A.M.H.; Pa'Suya M.F.; Yamen S.N.M.; Khalid N.F.; Junid M.A.H.
author_sort Rahman M.F.A.; Din A.H.M.; Hamid A.I.A.; Alihan N.S.A.; Yazid N.M.; Ansar A.M.H.; Pa'Suya M.F.; Yamen S.N.M.; Khalid N.F.; Junid M.A.H.
title Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
title_short Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
title_full Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
title_fullStr Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
title_full_unstemmed Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
title_sort Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
publishDate 2022
container_title IOP Conference Series: Earth and Environmental Science
container_volume 1064
container_issue 1
doi_str_mv 10.1088/1755-1315/1064/1/012018
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135521403&doi=10.1088%2f1755-1315%2f1064%2f1%2f012018&partnerID=40&md5=d06ebc9b0d15bd7df45eace46d761083
description Shuttle Radar Topography Mission (SRTM), Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER ), Global Multi-resolution Terrain Elevation Data 2010 (GMTED2010), Advanced Land Observing Satellite World-3D (ALOSW3D), and TerraSAR-X Digital Elevation Measurement (TanDEM-X) are open-source Digital Elevation Model (DEM) datasets for environmental modelling and studies. The spatial resolution and vertical accuracy of DEM data sources play a significant role, particularly in dealing with land inundation, periodic flooding, and coastal erosion. In this study, the comparison between orthometric height, H from Global Navigation Satellite System (GNSS) observation, and DEM is performed to evaluate the accuracy of each DEM in terms of their Root Mean Square Error (RMSE) and correlation coefficient, R2 for monitoring the coastline. The result has indicated that TanDEM-X shows the smallest RMSE of 2.574 m compared to SRTM30, SRTM90, ASTER, GMTED10, and ALOSW3D with RMSE of 2.968 m, 3.006 m, 3.217 m, 2.975 m, and 2.876 m respectively. Furthermore, TanDEM-X illustrates the largest correlation coefficients, R2 of 0.959 m, compared to SRTM30, SRTM90, ASTER, GMTED10, and ALOSW3D at 0.891 m, 0.899 m, 0.590 m, 0.888 m 0.913 m respectively. Hence, the result has indicated that TanDEM-X is the best option among all DEMs for any topographic applications. © Published under licence by IOP Publishing Ltd.
publisher Institute of Physics
issn 17551307
language English
format Conference paper
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
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