Evaluation of multiple digital elevation models for hypsometric analysis in the watersheds affected by the opening of the Red Sea

IF 3.7 3区 地球科学 Q2 ENVIRONMENTAL SCIENCES Egyptian Journal of Remote Sensing and Space Sciences Pub Date : 2023-11-23 DOI:10.1016/j.ejrs.2023.11.011
Mohammed I. Khattab , Abotalib Z. Abotalib , Abdullah Othman , Maha K. Selim
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Abstract

Climate change is increasingly affecting the Red Sea-related terrains in Egypt and Saudi Arabia with a notable increase in heavy precipitation events. This highly vulnerable region to flashfloods and other climate change-driven hazards encompasses rough terrains with more than 11,000 basins/subbasins, which necessitates the accurate estimation of their hydrological and geomorphological parameters among which the hypsometric analysis. In this regard, The study examines the accuracy of the hypsometric analysis extracted using open source SRTM-1, ASTER-GDEM, Copernicus-GLO30, ALOS-DEM against high-resolution Topo-1 m and Topo-2.8 m DEMs for Talat Hamdh basin in Egypt and Wadi El-Salwely basin in Saudi Arabia, respectively. Copernicus-GLO30 shows the highest accuracy among all DEMs with the root-mean-squared–error (RMSE), mean elevation error, standard deviation, maximum and minimum absolute errors of 3.03, 2.0, 2.3, 11.7 and 0.1 m, respectively for Talat Hamdh basin. The findings also show that, regardless of the geology and geomorphic evolution of the basin, the hypsometric analysis is sensitive to the DEM type rather than the spatial resolution as Copernicus DEM yields similar basin numbers (a single basin) and area (1.366 and 141.9 km2) compared to the reference DEMs (1.408 and 154.4 km2) for Talat Hamdh and Wadi El-Salwely basins, respectively. Contrariwise, other open source DEMs yield multiple basins and thus significantly smaller basin area. Given the DEM-type dependence of the hypsometric analysis, the study recommends that large-scale hydrological and geomorphological analyses should consider using a high-resolution reference DEM on a local-scale basin to examine the accuracy of open source DEMs prior to conducting the analysis.

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受红海开放影响的流域多种数字高程模型拟合分析的评价
气候变化对埃及和沙特阿拉伯红海相关地区的影响越来越大,强降水事件显著增加。这一易受山洪和其他气候变化驱动的灾害影响的地区地形崎岖,有超过1.1万个流域/子流域,这就需要对其水文和地貌参数进行准确估计,其中包括拟合分析。在这方面,该研究分别对埃及Talat Hamdh盆地和沙特Wadi El-Salwely盆地的高分辨率Topo-1 m和Topo-2.8 m dem进行了使用开源SRTM-1、ASTER-GDEM、Copernicus-GLO30和ALOS-DEM提取的假设分析的准确性进行了检验。Talat Hamdh流域的均方根误差(RMSE)、平均高程误差、标准差、最大绝对误差和最小绝对误差分别为3.03、2.0、2.3、11.7和0.1 m,哥白尼- glo30在所有dem中精度最高。研究结果还表明,无论盆地的地质和地貌演化如何,准对称分析对DEM类型而不是空间分辨率敏感,因为哥白尼DEM与参考DEM(分别为1.408和154.4 km2)相比,分别产生了相似的盆地数量(单个盆地)和面积(1.366和141.9 km2)。相反,其他开源dem产生多个盆地,因此盆地面积明显较小。考虑到假设分析的DEM类型依赖性,该研究建议,在进行大规模水文和地貌分析之前,应考虑在局地尺度流域使用高分辨率参考DEM,以检查开源DEM的准确性。
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来源期刊
CiteScore
8.10
自引率
0.00%
发文量
85
审稿时长
48 weeks
期刊介绍: The Egyptian Journal of Remote Sensing and Space Sciences (EJRS) encompasses a comprehensive range of topics within Remote Sensing, Geographic Information Systems (GIS), planetary geology, and space technology development, including theories, applications, and modeling. EJRS aims to disseminate high-quality, peer-reviewed research focusing on the advancement of remote sensing and GIS technologies and their practical applications for effective planning, sustainable development, and environmental resource conservation. The journal particularly welcomes innovative papers with broad scientific appeal.
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