DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations

被引:61
作者
Escobar Villanueva, Jairo R. [1 ,2 ]
Iglesias Martinez, Luis [2 ]
Perez Montiel, Jhonny I. [1 ]
机构
[1] Univ La Guajira, Fac Ingn, Grp Invest GISA, Km 5 Via Maicao, Riohacha 440007, Colombia
[2] Univ Politecn Madrid, Escuela Tecn Super Ingenieros Minas & Energia, Dept Explotac Recursos Miner & Obras Subterraneas, C Rios Rosas 21, Madrid 28003, Spain
关键词
UAV; fixed-wing; LiDAR; ground control point; DEM; accuracy; floods; DIGITAL ELEVATION MODELS; STRUCTURE-FROM-MOTION; HIGH-RESOLUTION; ACCURACY ASSESSMENT; AIRBORNE LIDAR; PHOTOGRAMMETRY; QUALITY; IMAGERY; RIVER; CLASSIFICATION;
D O I
10.3390/s19143205
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Geospatial products, such as digital elevation models (DEMs), are important topographic tools for tackling local flood studies. This study investigates the contribution of LiDAR elevation data in DEM generation based on fixed-wing unmanned aerial vehicle (UAV) imaging for flood applications. More specifically, it assesses the accuracy of UAV-derived DEMs using the proposed LiDAR-derived control point (LCP) method in a Structure-from-Motion photogrammetry processing. Also, the flood estimates (volume and area) of the UAV terrain products are compared with a LiDAR-based reference. The applied LCP-georeferencing method achieves an accuracy comparable with other studies. In addition, it has the advantage of using semi-automatic terrain data classification and is readily applicable in flood studies. Lastly, it proves the complementarity between LiDAR and UAV photogrammetry at the local level.
引用
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页数:20
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