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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Institute of Physics
2022
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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 |
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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 |
_version_ |
1809677892394680320 |