English   español  
Please use this identifier to cite or link to this item: http://hdl.handle.net/10261/158435
Share/Impact:
Statistics
logo share SHARE logo core CORE   Add this article to your Mendeley library MendeleyBASE

Visualizar otros formatos: MARC | Dublin Core | RDF | ORE | MODS | METS | DIDL
Exportar a otros formatos:

Title

High-Throughput 3-D Monitoring of Agricultural-Tree Plantations with Unmanned Aerial Vehicle (UAV) Technology

AuthorsTorres-Sánchez, Jorge ; López Granados, Francisca ; Serrano, Nicolás; Arquero, Octavio; Peña Barragán, José Manuel
Issue Date24-Jun-2015
PublisherPublic Library of Science
CitationPLoS ONE 10(6): e0130479 (20159
AbstractThe geometric features of agricultural trees such as canopy area, tree height and crown volume provide useful information about plantation status and crop production. However, these variables are mostly estimated after a time-consuming and hard field work and applying equations that treat the trees as geometric solids, which produce inconsistent results. As an alternative, this work presents an innovative procedure for computing the 3-dimensional geometric features of individual trees and tree-rows by applying two consecutive phases: 1) generation of Digital Surface Models with Unmanned Aerial Vehicle (UAV) technology and 2) use of object-based image analysis techniques. Our UAV-based procedure produced successful results both in single-tree and in tree-row plantations, reporting up to 97% accuracy on area quantification and minimal deviations compared to in-field estimations of tree heights and crown volumes. The maps generated could be used to understand the linkages between tree grown and field-related factors or to optimize crop management operations in the context of precision agriculture with relevant agro-environmental implications.
Publisher version (URL)http://doi.org/10.1371/journal.pone.0130479
URIhttp://hdl.handle.net/10261/158435
DOI10.1371/journal.pone.0130479
ISSN1932-6203
Appears in Collections:(IAS) Artículos
Files in This Item:
File Description SizeFormat 
aerial_vehicle_Torres.pdf9,55 MBAdobe PDFThumbnail
View/Open
Show full item record
Review this work
 

Related articles:


WARNING: Items in Digital.CSIC are protected by copyright, with all rights reserved, unless otherwise indicated.