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

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 sp...

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Autores principales: Escobar Villanueva, Jairo R., Iglesias Martínez, Luis, Pérez Montiel, Jhonny I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679330/
https://www.ncbi.nlm.nih.gov/pubmed/31330851
http://dx.doi.org/10.3390/s19143205
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author Escobar Villanueva, Jairo R.
Iglesias Martínez, Luis
Pérez Montiel, Jhonny I.
author_facet Escobar Villanueva, Jairo R.
Iglesias Martínez, Luis
Pérez Montiel, Jhonny I.
author_sort Escobar Villanueva, Jairo R.
collection PubMed
description 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.
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spelling pubmed-66793302019-08-19 DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations Escobar Villanueva, Jairo R. Iglesias Martínez, Luis Pérez Montiel, Jhonny I. Sensors (Basel) Article 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. MDPI 2019-07-20 /pmc/articles/PMC6679330/ /pubmed/31330851 http://dx.doi.org/10.3390/s19143205 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Escobar Villanueva, Jairo R.
Iglesias Martínez, Luis
Pérez Montiel, Jhonny I.
DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations
title DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations
title_full DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations
title_fullStr DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations
title_full_unstemmed DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations
title_short DEM Generation from Fixed-Wing UAV Imaging and LiDAR-Derived Ground Control Points for Flood Estimations
title_sort dem generation from fixed-wing uav imaging and lidar-derived ground control points for flood estimations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6679330/
https://www.ncbi.nlm.nih.gov/pubmed/31330851
http://dx.doi.org/10.3390/s19143205
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