Accuracy and crop line misalignment over high resolution ortho-mosaics from Unmanned Aerial Vehicles

Póster presentado en la 9th European Conference on Precision Agriculture ECPA, celebrada en Lleida del 7 al 11 de julio de 2013.

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Bibliographic Details
Main Authors: Gómez-Candón, David, Peña Barragán, José Manuel, Castro, Ana Isabel de, López Granados, Francisca
Format: póster de congreso biblioteca
Published: Universidad de Lleida 2013-07
Subjects:Prescription Maps, Image ortho-mosaics, UAV,
Online Access:http://hdl.handle.net/10261/95903
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spelling dig-ias-es-10261-959032020-05-27T13:50:25Z Accuracy and crop line misalignment over high resolution ortho-mosaics from Unmanned Aerial Vehicles Gómez-Candón, David Peña Barragán, José Manuel Castro, Ana Isabel de López Granados, Francisca Prescription Maps Image ortho-mosaics UAV Póster presentado en la 9th European Conference on Precision Agriculture ECPA, celebrada en Lleida del 7 al 11 de julio de 2013. The Unmanned Aerial Vehicles (UAVs) are able to take multiple overlapped images of the study site at a very high spatial and temporal resolution. These image series have to be ortho-mosaiced to cover the whole target area. The UAV ortho-mosaics are turning into an important tool for the development of precision agriculture strategies, in particular for accurate prescription maps for site specific weed management (SSWM) at early grow stages, These stages require to discriminate small plants (crop and weeds) that can not be detected using other remote platforms with coarse spatial resolution. Recent studies on crop-weed discrimination at early stages are focused on crop line detection as the first step for a further discrimination of crop and weeds emerged between the crop rows due to plants which are not located in the crop lin e can be assumed as weeds. However, due to the instability of UAV and image distortion, some of the single images which compose the ortho-mosaic do not fit perfectly which would cause no correspondence between crop row alignment of two overlapped images. This study investigated the geometric accuracy differences among ortho-mosaics created from a UAV image series taken at three different flight altitudes (30, 60 and 100 m). The effect of crop line misalignment of the final mosaics was also evaluated according to these flight altitudes. Peer Reviewed 2014-04-25T12:31:24Z 2014-04-25T12:31:24Z 2013-07 2014-04-25T12:31:24Z póster de congreso http://purl.org/coar/resource_type/c_6670 9th European Conference on Precision Agriculture ECPA (2013) http://hdl.handle.net/10261/95903 open Universidad de Lleida
institution IAS ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-ias-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del IAS España
topic Prescription Maps
Image ortho-mosaics
UAV
Prescription Maps
Image ortho-mosaics
UAV
spellingShingle Prescription Maps
Image ortho-mosaics
UAV
Prescription Maps
Image ortho-mosaics
UAV
Gómez-Candón, David
Peña Barragán, José Manuel
Castro, Ana Isabel de
López Granados, Francisca
Accuracy and crop line misalignment over high resolution ortho-mosaics from Unmanned Aerial Vehicles
description Póster presentado en la 9th European Conference on Precision Agriculture ECPA, celebrada en Lleida del 7 al 11 de julio de 2013.
format póster de congreso
topic_facet Prescription Maps
Image ortho-mosaics
UAV
author Gómez-Candón, David
Peña Barragán, José Manuel
Castro, Ana Isabel de
López Granados, Francisca
author_facet Gómez-Candón, David
Peña Barragán, José Manuel
Castro, Ana Isabel de
López Granados, Francisca
author_sort Gómez-Candón, David
title Accuracy and crop line misalignment over high resolution ortho-mosaics from Unmanned Aerial Vehicles
title_short Accuracy and crop line misalignment over high resolution ortho-mosaics from Unmanned Aerial Vehicles
title_full Accuracy and crop line misalignment over high resolution ortho-mosaics from Unmanned Aerial Vehicles
title_fullStr Accuracy and crop line misalignment over high resolution ortho-mosaics from Unmanned Aerial Vehicles
title_full_unstemmed Accuracy and crop line misalignment over high resolution ortho-mosaics from Unmanned Aerial Vehicles
title_sort accuracy and crop line misalignment over high resolution ortho-mosaics from unmanned aerial vehicles
publisher Universidad de Lleida
publishDate 2013-07
url http://hdl.handle.net/10261/95903
work_keys_str_mv AT gomezcandondavid accuracyandcroplinemisalignmentoverhighresolutionorthomosaicsfromunmannedaerialvehicles
AT penabarraganjosemanuel accuracyandcroplinemisalignmentoverhighresolutionorthomosaicsfromunmannedaerialvehicles
AT castroanaisabelde accuracyandcroplinemisalignmentoverhighresolutionorthomosaicsfromunmannedaerialvehicles
AT lopezgranadosfrancisca accuracyandcroplinemisalignmentoverhighresolutionorthomosaicsfromunmannedaerialvehicles
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