Smart Farming: Intelligent Management Approach for Crop Inspection and Evaluation Employing Unmanned Aerial Vehicles

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dc.contributor.authorGómez Muñoz, Carlos Quiterio
dc.contributor.authorParedes Álvarez, Christian
dc.contributor.authorGarcía Márquez, Fausto Pedro
dc.date.accessioned2020-11-10T15:41:33Z
dc.date.available2020-11-10T15:41:33Z
dc.date.issued2021
dc.description.abstractThis work presents an unmanned aerial vehicle management platform encompassed in the concept of smart farming. Automates inspections of different crops and monitors the status of the plantation is done by IoT, analyzing an area on an online map that provides air and weather restrictions. Intelligent route management algorithms are employed to generate the optimal inspection route and waypoints, maximizing the multispectral images capture. These multispectral images can be subsequently processed according to algorithms based on phytosanitary index formulas and regressions obtained with artificial neural networks. Reports are generated with analysis of the results by this approach, for example: optimal collection time, water stress, maturity index, etc.spa
dc.description.filiationUEMspa
dc.description.impactNo data JCR 2021spa
dc.description.impactNo data SJR 2021spa
dc.description.impactNo data IDR 2021spa
dc.description.sponsorshipDirección General de Universidades, Investigación e Innovación of Castilla-La Mancha, under Research Grant (Ref.: SBPLY/19/180501/000102).spa
dc.identifier.citationGómez Muñoz, C. Q., Paredes Álvarez, C., & García Márquez, F. P. (2021). Smart Farming: Intelligent Management Approach for Crop Inspection and Evaluation Employing Unmanned Aerial Vehicles. In Advances in Intelligent Systems and Computing: Proceedings of the Fourteenth International Conference on Management Science and Engineering Management. ICMSEM 2020. Advances in Intelligent Systems and Computing (pp. 119–130). Springer. https://doi.org/10.1007/978-3-030-49889-4_11spa
dc.identifier.doi10.1007/978-3-030-49889-4_11
dc.identifier.isbn9783030498887
dc.identifier.isbn9783030498894
dc.identifier.urihttp://hdl.handle.net/11268/9372
dc.language.isoengspa
dc.peerreviewedSispa
dc.publisherSpringerspa
dc.relation.publisherversionhttp://ezproxy.universidadeuropea.es/login?url=http://dx.doi.org/10.1007/978-3-030-49889-4_11spa
dc.rights.accessRightsrestricted accessspa
dc.subject.uemDronesspa
dc.subject.uemAviación en la agriculturaspa
dc.subject.uemIndustria agrícolaspa
dc.subject.unescoTransporte aéreospa
dc.subject.unescoDesarrollo agrícolaspa
dc.subject.unescoEvaluación de la tecnologíaspa
dc.titleSmart Farming: Intelligent Management Approach for Crop Inspection and Evaluation Employing Unmanned Aerial Vehiclesspa
dc.typeconference outputspa
dspace.entity.typePublication
relation.isAuthorOfPublication76d2cbb0-539c-4e51-adda-386e6970126f
relation.isAuthorOfPublication.latestForDiscovery76d2cbb0-539c-4e51-adda-386e6970126f

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