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Assessment of canopy characteristics in vineyard from vigour maps obtained using UAV and satellite imagery

dc.contributor.authorCampos Tobajas, Javier
dc.contributor.authorGarcía Ruiz, Francisco José
dc.contributor.authorGil Moya, Emilio
dc.contributor.otherUniversitat Politècnica de Catalunya. Doctorat en Tecnologia Agroalimentària i Biotecnologia
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria Agroalimentària i Biotecnologia
dc.date.accessioned2021-04-29T10:20:41Z
dc.date.available2021-04-29T10:20:41Z
dc.date.issued2021-03-19
dc.identifier.citationCampos, J.; Garcia, F.; Gil, E. Assessment of canopy characteristics in vineyard from vigour maps obtained using UAV and satellite imagery. "Sensors", 19 Març 2021, vol. 21, núm. 7, p. 1-20.
dc.identifier.issn1424-8220
dc.identifier.urihttp://hdl.handle.net/2117/344773
dc.description.abstractCanopy characterisation is a key factor for the success and efficiency of the pesticide application process in vineyards. Canopy measurements to determine the optimal volume rate are currently conducted manually, which is time-consuming and limits the adoption of precise methods for volume rate selection. Therefore, automated methods for canopy characterisation must be estab-lished using a rapid and reliable technology capable of providing precise information about crop structure. This paper presents regression models for obtaining canopy characteristics of vineyards from unmanned aerial vehicle (UAV) and satellite images collected in three significant growth stages. Between 2018 and 2019, a total of 1400 vines were characterised manually and remotely using a UAV and a satellite-based technology
dc.description.sponsorshipThis research was developed with partial funding from the FI-AGAUR grant from the Generalitat de Catalunya (2017 FI_B 00893).
dc.format.extent20 p.
dc.language.isoeng
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Enginyeria agroalimentària::Agricultura::Viticultura
dc.subject.lcshPesticides--Application--Equipment and supplies
dc.subject.lcshSpraying and dusting in agriculture
dc.subject.otherVineyard
dc.subject.otherPesticide application
dc.subject.otherVariable rate application
dc.subject.otherUnmanned aerial vehicle
dc.subject.otherSatellite
dc.subject.otherNanosatellite
dc.subject.otherAgrotech
dc.titleAssessment of canopy characteristics in vineyard from vigour maps obtained using UAV and satellite imagery
dc.typeArticle
dc.subject.lemacPolvorització (Agricultura)
dc.contributor.groupUniversitat Politècnica de Catalunya. UMA - Unitat de Mecanització Agrària
dc.identifier.doi10.3390/s21072363
dc.relation.publisherversionhttps://www.mdpi.com/journal/sensors
dc.rights.accessOpen Access
local.identifier.drac30796193
dc.description.versionPostprint (author's final draft)
dc.relation.projectidinfo:eu-repo/grantAgreement/AGAUR/FI/2017FI B 00893
local.citation.authorCampos, J.; Garcia, F.; Gil, E.
local.citation.publicationNameSensors
local.citation.volume21
local.citation.number7
local.citation.startingPage1
local.citation.endingPage20


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