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DEM extraction from archive aerial photos: accuracy assessment in areas of complex topography

机译:从存档的航拍照片中提取DEM:复杂地形区域中的精度评估

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The aim of this study is to analyze the accuracy of a Digital Elevation Model (DEM) created with photogrammetric techniques from stereoscopic pairs of aerial photos in areas with complex geomorphologic characteristics. The evaluation of DEM and derived geomorphometric parameters was conducted by comparison with other standard DEM products (i.e. TINITALY/01 and ASTER GDEM-V2) and by accuracy assessment based on Check Points (CPs). The validation process includes the comparison of elevation profiles, the calculation of DEM accuracies, and the evaluation of the effect of slope and aspect on the DEM accuracy. The produced DEM accurately represent complex terrain (RMSE = 4.90 m), thus providing information suitable for local-scale geomorphometric analysis. The obtained accuracy resulted slightly worse than TINITALY/01 (RMSE = 2.53 m), but significantly better than ASTER GDEM (RMSE = 12.95 m). These results confirm that photo-based DEM extraction can be a very competitive and precise methodology if other expensive high-resolution data are not accessible.
机译:这项研究的目的是分析具有摄影测量技术的数字高程模型(DEM)的准确性,该技术是从地形特征复杂的地区中的立体航空照片对中获得的。通过与其他标准DEM产品(即TINITALY / 01和ASTER GDEM-V2)进行比较,并根据检查点(CP)进行准确性评估,对DEM和派生的地貌参数进行评估。验证过程包括高程剖面的比较,DEM精度的计算以及坡度和坡度对DEM精度的影响的评估。生成的DEM可以准确地表示复杂的地形(RMSE = 4.90 m),从而提供适合局部规模地貌分析的信息。所获得的精度导致结果略低于TINITALY / 01(RMSE = 2.53 m),但明显优于ASTER GDEM(RMSE = 12.95 m)。这些结果证实,如果无法获得其他昂贵的高分辨率数据,则基于照片的DEM提取将是一种非常具有竞争力的精确方法。

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