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

Authors :
Jairo R. Escobar Villanueva
Luis Iglesias Martínez
Jhonny I. Pérez Montiel
Source :
Sensors, Vol 19, Iss 14, p 3205 (2019)
Publication Year :
2019
Publisher :
MDPI AG, 2019.

Abstract

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.

Details

Language :
English
ISSN :
14248220
Volume :
19
Issue :
14
Database :
Directory of Open Access Journals
Journal :
Sensors
Publication Type :
Academic Journal
Accession number :
edsdoj.2eaa4fe5714e48039dab1919ec709904
Document Type :
article
Full Text :
https://doi.org/10.3390/s19143205