Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos

The implementation of drones with multispectral cameras in agriculture has transformed crop monitoring and management, allowing for more precise and efficient management. These unmanned aerial vehicles (UAVs) have been used to capture aerial images, but their ability to collect multispectral and the...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Mora Parrales, Adonis Francisco (author)
التنسيق: bachelorThesis
منشور في: 2025
الموضوعات:
الوصول للمادة أونلاين:http://dspace.utb.edu.ec/handle/49000/18044
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author Mora Parrales, Adonis Francisco
author_facet Mora Parrales, Adonis Francisco
author_role author
collection Repositorio Universidad Técnica de Babahoyo
dc.contributor.none.fl_str_mv González Chica, Marlon
dc.creator.none.fl_str_mv Mora Parrales, Adonis Francisco
dc.date.none.fl_str_mv 2025-04-28T15:05:14Z
2025-04-28T15:05:14Z
2025
dc.format.none.fl_str_mv 41 p.
application/pdf
dc.identifier.none.fl_str_mv http://dspace.utb.edu.ec/handle/49000/18044
dc.language.none.fl_str_mv es
dc.publisher.none.fl_str_mv BABAHOYO: UTB, 2025
dc.rights.none.fl_str_mv Attribution-NonCommercial-NoDerivs 3.0 United States
http://creativecommons.org/licenses/by-nc-nd/3.0/us/
info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Técnica de Babahoyo
instname:Universidad Técnica de Babahoyo
instacron:UTB
dc.subject.none.fl_str_mv Agricultura
Drones
Multiespectrales
Monitoreo
dc.title.none.fl_str_mv Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/bachelorThesis
description The implementation of drones with multispectral cameras in agriculture has transformed crop monitoring and management, allowing for more precise and efficient management. These unmanned aerial vehicles (UAVs) have been used to capture aerial images, but their ability to collect multispectral and thermal data has proven crucial for assessing crop health, detecting water stress, nutritional deficiencies, and diseases at early stages. Drones offer fast and accurate coverage of large areas, facilitating routine monitoring and making informed decisions about the use of resources such as water, fertilizers, and pesticides. Top models include the DJI Mavic 3 Multispectral and Phantom 4 Multispectral, which integrate advanced sensors and RTK positioning systems for centimeter-level accuracy. Research shows that these drones enable early detection of crop problems, irrigation optimization, and a significant reduction in the use of agrochemicals, improving the sustainability and profitability of agricultural operations. In addition, they facilitate the creation of crop health and vitality maps, helping in zoning and resource management. In conclusion, multispectral drones are essential tools for precision agriculture, offering detailed agronomic diagnoses and improving efficiency in the use of inputs. The methodology applied in this research was non-experimental bibliographic, using analysis of research articles, journals and current texts to synthesize and summarize the data collected on the use of drones in agriculture
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publishDate 2025
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spelling Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivosMora Parrales, Adonis FranciscoAgriculturaDronesMultiespectralesMonitoreoThe implementation of drones with multispectral cameras in agriculture has transformed crop monitoring and management, allowing for more precise and efficient management. These unmanned aerial vehicles (UAVs) have been used to capture aerial images, but their ability to collect multispectral and thermal data has proven crucial for assessing crop health, detecting water stress, nutritional deficiencies, and diseases at early stages. Drones offer fast and accurate coverage of large areas, facilitating routine monitoring and making informed decisions about the use of resources such as water, fertilizers, and pesticides. Top models include the DJI Mavic 3 Multispectral and Phantom 4 Multispectral, which integrate advanced sensors and RTK positioning systems for centimeter-level accuracy. Research shows that these drones enable early detection of crop problems, irrigation optimization, and a significant reduction in the use of agrochemicals, improving the sustainability and profitability of agricultural operations. In addition, they facilitate the creation of crop health and vitality maps, helping in zoning and resource management. In conclusion, multispectral drones are essential tools for precision agriculture, offering detailed agronomic diagnoses and improving efficiency in the use of inputs. The methodology applied in this research was non-experimental bibliographic, using analysis of research articles, journals and current texts to synthesize and summarize the data collected on the use of drones in agricultureThe implementation of drones with multispectral cameras in agriculture has transformed crop monitoring and management, allowing for more precise and efficient management. These unmanned aerial vehicles (UAVs) have been used to capture aerial images, but their ability to collect multispectral and thermal data has proven crucial for assessing crop health, detecting water stress, nutritional deficiencies, and diseases at early stages. Drones offer fast and accurate coverage of large areas, facilitating routine monitoring and making informed decisions about the use of resources such as water, fertilizers, and pesticides. Top models include the DJI Mavic 3 Multispectral and Phantom 4 Multispectral, which integrate advanced sensors and RTK positioning systems for centimeter-level accuracy. Research shows that these drones enable early detection of crop problems, irrigation optimization, and a significant reduction in the use of agrochemicals, improving the sustainability and profitability of agricultural operations. In addition, they facilitate the creation of crop health and vitality maps, helping in zoning and resource management. In conclusion, multispectral drones are essential tools for precision agriculture, offering detailed agronomic diagnoses and improving efficiency in the use of inputs. The methodology applied in this research was non-experimental bibliographic, using analysis of research articles, journals and current texts to synthesize and summarize the data collected on the use of drones in agricultureLa implementación de drones con cámaras multiespectrales en la agricultura ha transformado el monitoreo y manejo de cultivos, permitiendo una gestión más precisa y eficiente. Estos vehículos aéreos no tripulados (UAV) han sido utilizados para capturar imágenes aéreas, pero su capacidad para recopilar datos multiespectrales y térmicos ha demostrado ser crucial para evaluar la salud de los cultivos, detectar estrés hídrico, deficiencias nutricionales y enfermedades en etapas tempranas. Los drones ofrecen una cobertura rápida y precisa de grandes áreas, facilitando el monitoreo rutinario y la toma de decisiones informadas sobre el uso de recursos como agua, fertilizantes y pesticidas. Los modelos más destacados incluyen el DJI Mavic 3 Multiespectral y el Phantom 4 Multiespectral, que integran sensores avanzados y sistemas de posicionamiento RTK para una precisión centimétrica. La investigación muestra que estos drones permiten una detección temprana de problemas en los cultivos, optimización del riego, y una reducción significativa en el uso de agroquímicos, lo que mejora la sostenibilidad y rentabilidad de las operaciones agrícolas. Además, facilitan la creación de mapas de salud y vitalidad de los cultivos, ayudando en la zonificación y gestión de recursos. En conclusión, los drones multiespectrales son herramientas esenciales para la agricultura de precisión, ofreciendo diagnósticos agronómicos detallados y mejorando la eficiencia en el uso de insumos. La metodología aplicada en esta investigación fue bibliográfica no experimental, utilizando análisis de artículos de investigación, revistas y textos actuales para sintetizar y resumir los datos recopilados sobre el uso de drones en la agricultura.BABAHOYO: UTB, 2025González Chica, Marlon2025-04-28T15:05:14Z2025-04-28T15:05:14Z2025info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesis41 p.application/pdfhttp://dspace.utb.edu.ec/handle/49000/18044esAttribution-NonCommercial-NoDerivs 3.0 United Stateshttp://creativecommons.org/licenses/by-nc-nd/3.0/us/info:eu-repo/semantics/openAccessreponame:Repositorio Universidad Técnica de Babahoyoinstname:Universidad Técnica de Babahoyoinstacron:UTB2025-04-29T08:11:26Zoai:dspace.utb.edu.ec:49000/18044Institucionalhttp://dspace.utb.edu.ec/Universidad públicahttps://utb.edu.ec/http://dspace.utb.edu.ec/oai.Ecuador...opendoar:02026-02-28T22:20:44.166837Repositorio Universidad Técnica de Babahoyo - Universidad Técnica de Babahoyotrue
spellingShingle Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos
Mora Parrales, Adonis Francisco
Agricultura
Drones
Multiespectrales
Monitoreo
status_str publishedVersion
title Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos
title_full Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos
title_fullStr Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos
title_full_unstemmed Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos
title_short Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos
title_sort Implementación de drones con cámaras multiespectrales para optimizar el monitoreo y manejo de cultivos
topic Agricultura
Drones
Multiespectrales
Monitoreo
url http://dspace.utb.edu.ec/handle/49000/18044