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An evaluation of available digital elevation models (DEMs) for geomorphological feature analysis

机译:用于地貌特征分析的可用数字高度模型(DEMS)的评估

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摘要

A digital elevation model (DEM) is an essential dataset for many land feature analyses, such as geomorphological feature analyses, which are very important for many types of studies. The present study involved the evaluation of five of the most common DEMs and their derived geomorphological features in the Humrat Assahn basin. A 10-m reference DEM was generated for the study area from a contour map produced at the Royal Jordanian Geographic Center (RJGC). In addition, an aerial photography DEM with a 10-m resolution was generated using PCI Geomatica software. Both the second version of the 30-m Advanced Spaceborne Thermal Emission and Reflection Radiometer Global DEM version 2 (ASTER GDEM 2) and a DEM derived from 2000 Google earth (GE) elevation points were evaluated as well. The validation process included a comparison of elevation profiles, the calculation of DEM accuracies and statistics, and the evaluation of some delineated geomorphological features such as hill shade and watershed, which are derivatives of each DEM. The results revealed a strong relationship between the reference DEM and the aerial photo DEM, and it is found that there is a moderate relationship between the reference DEM and the Shuttle Radar Topography Mission (SRTM), GE, and ASTER GDEM 2 DEMs. The root mean square errors (RMSEs) of the aforementioned DEM values were +/- 12.526 m,+/- 40.411 m,+/- 42.332 m, and +/- 43.383 m, respectively.
机译:数字高度模型(DEM)是许多土地特征分析的必要数据集,例如地貌特征分析,这对于许多类型的研究非常重要。本研究涉及对Humrat Assahn盆地中五个最常见的DEM和其衍生的地貌特征的评估。来自皇家约旦地理中心(RJGC)生产的轮廓图的研究区生成了10米的参考DEM。此外,使用PCI Geomatica软件生成具有10米分辨率的空中摄影DEM。还评估了30-M高级星载热排放和反射辐射计全球DEM版本2(ASTER GDEM 2)和衍生自2000年谷歌地球(GE)高程点的DEM的第二版本。验证过程包括高程概况的比较,进行DEM精度和统计数据的计算,以及对山丘和流域等一些描绘的地貌特征的评估,这是每个DEM的衍生物。结果揭示了参考DEM和航空照片DEM之间的强大关系,发现参考DEM和梭雷达形貌任务(SRTM),GE和ASTER GDEM 2 DEM之间存在中等的关系。上述DEM值的根均方误差(RMSE)分别为+/- 12.526m,+ / - 40.411m,+ / - 42.32m,+/- 43.32m。

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