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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Main Authors: Abd Rahman, Mohd. Faizuddin, Md. Din, Ami Hassan, Abd. Hamid, Amalina Izzati, Atikah Alihan, Nor Surayatul, Mohd. Yazid, Nornajihah, Hairy Ansar, Andi Mohd., Pa'suya, Muhammad Faiz, Mohd. Yamen, Siti Nurshahira, Khalid, Fadilla, Junid, Muhammad Arif Husaini
Format: Conference or Workshop Item
Published: 2022
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Online Access:http://eprints.utm.my/103690/
http://dx.doi.org/10.1088/1755-1315/1064/1/012018
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spelling my.utm.1036902023-11-22T00:34:52Z http://eprints.utm.my/103690/ Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling Abd Rahman, Mohd. Faizuddin Md. Din, Ami Hassan Abd. Hamid, Amalina Izzati Atikah Alihan, Nor Surayatul Mohd. Yazid, Nornajihah Hairy Ansar, Andi Mohd. Pa'suya, Muhammad Faiz Mohd. Yamen, Siti Nurshahira Khalid, Fadilla Junid, Muhammad Arif Husaini G70.212-70.215 Geographic information system 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. 2022 Conference or Workshop Item PeerReviewed Abd Rahman, Mohd. Faizuddin and Md. Din, Ami Hassan and Abd. Hamid, Amalina Izzati and Atikah Alihan, Nor Surayatul and Mohd. Yazid, Nornajihah and Hairy Ansar, Andi Mohd. and Pa'suya, Muhammad Faiz and Mohd. Yamen, Siti Nurshahira and Khalid, Fadilla and Junid, Muhammad Arif Husaini (2022) Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling. In: 11th IGRSM International Conference and Exhibition on Geospatial & Remote Sensing 2022, 7 March 2022 - 9 March 2022, Virtual, Online. http://dx.doi.org/10.1088/1755-1315/1064/1/012018
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic G70.212-70.215 Geographic information system
spellingShingle G70.212-70.215 Geographic information system
Abd Rahman, Mohd. Faizuddin
Md. Din, Ami Hassan
Abd. Hamid, Amalina Izzati
Atikah Alihan, Nor Surayatul
Mohd. Yazid, Nornajihah
Hairy Ansar, Andi Mohd.
Pa'suya, Muhammad Faiz
Mohd. Yamen, Siti Nurshahira
Khalid, Fadilla
Junid, Muhammad Arif Husaini
Accuracy assessment of open-source global digital elevation models (GDEMs) with global navigation satellite system (GNSS) levelling
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.
format Conference or Workshop Item
author Abd Rahman, Mohd. Faizuddin
Md. Din, Ami Hassan
Abd. Hamid, Amalina Izzati
Atikah Alihan, Nor Surayatul
Mohd. Yazid, Nornajihah
Hairy Ansar, Andi Mohd.
Pa'suya, Muhammad Faiz
Mohd. Yamen, Siti Nurshahira
Khalid, Fadilla
Junid, Muhammad Arif Husaini
author_facet Abd Rahman, Mohd. Faizuddin
Md. Din, Ami Hassan
Abd. Hamid, Amalina Izzati
Atikah Alihan, Nor Surayatul
Mohd. Yazid, Nornajihah
Hairy Ansar, Andi Mohd.
Pa'suya, Muhammad Faiz
Mohd. Yamen, Siti Nurshahira
Khalid, Fadilla
Junid, Muhammad Arif Husaini
author_sort Abd Rahman, Mohd. Faizuddin
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
url http://eprints.utm.my/103690/
http://dx.doi.org/10.1088/1755-1315/1064/1/012018
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score 13.209306