Internet of things applied to agriculture: actual state
DOI:
https://doi.org/10.21501/21454086.3253Keywords:
Agriculture applications, Crop Monitoring, Greenhouses, Hardware Tools, Internet of Things (IoT), Sensor systems, Sensor Networking, Software Tools, TIC, Wireless CommunicationAbstract
This research presents a current review of different applications of technology framed in Internet of the Things (IoT) on agriculture, through the review of varied documents which involve the interest areas and specific criteria, allowing to answer different questions of this research. The selected information was classified in two dimensions: IoT’s tools applied in agriculture which are divided in perception layer and network layer. In the same way, the research was focused for knowing the current state of IoT applications in Latin America, especially in Colombia, with the purpose of establish the influence of this kind of technologies in the region. Finally, this research pretends to give a general view for future researchers, try to establish the current devices and IoT technologies applied to the agricultureDownloads
References
Organización de las Naciones Unidas para la Alimentación y la Agricultura (FAO), “El estado mundial de la agricultura y la alimentación”. 2017. Disponible en: http://www.fao.org/3/a-I7658s.pdf
J. M. Talavera et al., “Review of IoT applications in agro-industrial and environmental fields”, Computers and Electronics in Agriculture, vol. 142, pp. 283-297, 2017. doi: 10.1016/j.compag.2017.09.015
A. Medela, B. Cendón, L. González, R. Crespo, and I. Nevares, “IoT multiplatform networking to monitor and control wineries and vineyards”, in Future Network & Mobile Summit, Lisboa, 2013, pp. 1-10.
F. Bing, “The research of IOT of agriculture based on three layers architecture”, in Proceedings of 2016 2nd International Conference on Cloud Computing and Internet of Things, CCIOT 2016, 2017.
C. Cambra, S. Sendra, J. Lloret, and L. Garcia, “An IoT service-oriented system for agriculture monitoring”, in IEEE International Conference on Communications, 2017. doi: 10.1109/ICC.2017.7996640
A. Suprem, N. Mahalik, and K. Kim, “A review on application of technology systems, standards and interfaces for agriculture and food sector”, Computer Standards and Interfaces. 2013, pp. 255-364. doi: 10.1016/j.csi.2012.09.002
G. Palacios Frisancho, “Diseño e implementación de un sistema para el monitoreo de cultivos nativos utilizando Internet del Todo y redes Fog”, tesis, Universidad Nacional del Altiplano, 2017.
M. Aazam, and E.-N. Huh, “Fog computing: The cloud-iot/ioe middleware paradigm”, IEEE Potentials, vol. 35, no. 3, pp. 40–44, 2016. doi: 10.1109/MPOT.2015.2456213
M. Quiñones-Cuenca, V. González-Jaramillo, R. Torres, and M. Jumbo, “Monitoring System of Environmental Variables Using a Wireless Sensor Network and Platforms of Internet of Things”, Enfoque UTE, 2017, 329-343. doi: 10.29019/enfoqueute.v8n1.139
F. A. O. CEPAL, Perspectivas de la agricultura y del desarrollo rural en las Américas: una mirada hacia América Latina y el Caribe 2017-2018. Santiago de Chile: CEPAL, FAO, IICA, Santiago Chile, Chile, 2017.
A. M. Campoverde Marca, H. Rojas, D. Leonardo, y B. E. Mazón Olivo, “Cloud Computing para el internet de las cosas. Caso de estudio orientado a la agricultura de precisión”, en l Congreso Internacional de Ciencia y Tecnología UTMACH, Machala, 2015, pp. 47-53.
L. B. Peña, “Proyecto de Indagación”, Pontificia Universidad Javeriana Bogota, Fac. Psicol. [ en línea], 2010.
J. S. Martínez López, “Guía de apuntes básicos para el docente de la materia Técnicas de Investigación”, Universidad Mesoamericana, Oaxaca, 2002.
E. A. Quieroga Montoya, S. F. Jaramillo Colorado, W. Y. Campo Muñoz, y G. E. Chanchí Golondrino, “Propuesta de una Arquitectura para Agricultura de Precisión Soportada en IoT”, RISTI-Revista Ibérica de Sistemas e Tecnologias de Informação, no. 24, 2017. doi: 10.17013/risti.24.39–56
Ó. Orozco Sarasti, y G. Llano Ramírez, “Sistemas de información enfocados en tecnologías de agricultura de precisión y aplicables a la caña de azúcar, una revisión”, Revista Ingenierías Universidad de Medellín, vol. 15, no. 28, pp. 103–124, 2016. doi: 10.22395/rium.v15n28a6
S. M. F. Silveira Massruhá, y M. A. de Andrade Leite, “Agricultura digital”, Revista Eletrônica Competências Digitais para Agricultura Familiar, vol. 2, no. 1, pp. 72–88, 2016. Disponible en: http://codaf.tupa.unesp.br:8082/index.php/recodaf/article/view/18/42
C. Riera, “Cambio tecnológico en Córdoba: la categoría ‘regante’ y la emergencia de una nueva identidad agraria”, Revista del Museo de Antropología, vol. 9, no. 2, pp. 113–126, 2016. doi: 10.31048/1852.4826.v9.n2.13286
L. K. Carpio Santos, “El uso de la tecnología en la agricultura”, ProSciences, vol. 2, no. 14, pp. 25–32, 2018. doi: 10.29018/issn.2588-1000vol2iss14.2018pp25-32
J. E. García López, J. Chavez Chavez, y K. Jurado Sánchez, “Modelado de una red de sensores y actuadores inalámbrica para aplicaciones en agricultura de precisión”, en 2017 IEEE Mexican Humanitarian Technology Conference (MHTC), 2017, pp. 109–116. doi: 10.1109/MHTC.2017.7926210
J. E. Gómez, S. Castaño, T. Mercado, A. Fernandez, y J. Garcia, “Sistema de Internet de las cosas (IoT) para el monitoreo de cultivos protegidos”, Ingeniería e Innovación, vol. 5, no. 1, 2018. Disponible en: https://revistas.unicordoba.edu.co/index.php/rii/article/view/1101
S. Santini, G. Ghezan, y M. Bontempo, “Uso de las TIC por parte de Agricultores Familiares en el Sudeste de la provincia de Buenos Aires”, 2017.
A. González, G. Amarillo, M. Amarillo, y F. Sarmiento, “Drones Aplicados a la Agricultura de Precisión”, Publicaciones e Investigación, vol. 10, pp. 23-37, 2016. Disponible en: http://hemeroteca.unad.edu.co/index.php/publicaciones-e-investigacion/article/view/1585/1930
J. C. Triana Useche, y R. S. Rodríguez Leguizamo, “Prototipo de Solución Iot con Tecnología Lora en Monitoreo de Cultivos Agrícolas”, tesis, Universidad Distrital Francisco José de Caldas, 2018.
A. J. Anaya-Isaza, D. H. Peluffo-Ordoñez, J. I. Rios, J. A. Castro-Silva, D. A. Carvajal Ruiz, y L. H. Espinosa Llanos, “Sistema de Riego Basado En La Internet De Las Cosas (IoT)”, en Conferencias Internacionales FICA, 2016.
D. J. Mena Amado, “Sistema Iot para el Monitoreo y Control de Fuentes de Luz Artificial Aplicado a la Agricultura de Precisión.”, tesis Universidad Distrital Francisco José de Caldas, 2017.
V. A. Berrío Meneses, J. Mosquera Téllez, D. F. Álzate Velásquez, “Uso de drones para el análisis de imágenes multiespectrales en agricultura de precisión”, @limentch, Ciencia y Tecnología Alimentaria, vol. 13, no. 1, pp. 28-40, 2017. doi: 10.24054/16927125.v1.n1.2015.1647
K. A. Patil, and N. R. Kale, “A model for smart agriculture using IoT”, in Proceedings - International Conference on Global Trends in Signal Processing, Information Computing and Communication, ICGTSPICC 2016, 2017.
T. Popović, N. Latinović, A. Pešić, Ž. Zečević, B. Krstajić, and S. Djukanović, “Architecting an IoT-enabled platform for precision agriculture and ecological monitoring: A case study”, Computers and Electronics in Agriculture, vol. 140, pp. 255-265, 2017. doi: 10.1016/j.compag.2017.06.008
K. O. Flores, I. M. Butaslac, J. E. M. Gonzales, S. M. G. Dumlao, and R. S. J. Reyes, “Precision agriculture monitoring system using wireless sensor network and Raspberry Pi local server”, in IEEE Region 10 Annual International Conference, Proceedings/TENCON, 2017. doi: 10.1109/TENCON.2016.7848600
Z. Nakutis et al., “Remote Agriculture Automation Using Wireless Link and IoT Gateway Infrastructure”, in Proceedings - International Workshop on Database and Expert Systems Applications, DEXA, 2016. doi: 10.1109/DEXA.2015.37
G. Mercado et al., “Aplicaciones de Internet de las Cosas SIPIA6-Red de Sensores Inalámbricos con IPv6”, en XV Workshop de Investigadores en Ciencias de la Computación, 2013. Disponible en: https://pdfs.semanticscholar.org/e040/208f5205ff6adc66dd6010114b5c7542f81b.pdf
F. X. Armas Quintá, R. C. Lois González, y X. C. Macía Arce, “Los Servicios Avanzados de Internet: Nuevas oportunidades para el desarrollo de los territorios rurales”, Anales de geografía de la Universidad Complutense, vol. 38, no. 2, pp. 271–287, 2018. doi: 10.5209/AGUC.62480
J. S. Rueda, y J. M. Talavera Portocarrero, “Similitudes y diferencias entre Redes de Sensores Inalámbricas e Internet de las Cosas: Hacia una postura clarificadora”, Rev. Colomb. Comput., vol. 18, no. 2, pp. 58–74, 2017. doi: 10.29375/25392115.3218
C. Contreras, J. A. Molina, P. Osma, y D. Zambrano, “Construcción de un sistema de adquisición y transmisión remota de la calidad del agua basado en el Internet de las cosa (IoT) para la acuicultura”, en Innovation in Education and Inclusion: Proceedings of the 16th LACCEI International Multi-Conference for Engineering, Education and Technology, 2018.
E. Fernando Rojas, L. Poveda, N. Grimblatt, “Estado de la banda ancha en América Latina y el Caribe 2016” Naciones Unidas, CEPAL, 2016.
S. M. Arciniegas Aguirre, D. R. Mafla Rivadeneira, L. R. Guerra Torrealba, L. D. Narváez Erazo, F. I. Rivas-Echeverría, y D. M. Rivero Albarran, “Metodología para el almacenamiento y visualización de datos masivos en invernadero basado en el Internet de las Cosas”, RISTI – Revista Ibérica de Sistemas e Tecnologias de Informação, no. E15, pp. 1–12, 2018. Disponible en: https://search.proquest.com/openview/87fbbc93f144b58865c4bfd01ecfd1d0/1?pq-origsite=gscholar&cbl=1006393
A. Cravero, D. Lagos, and R. Espinosa, “Big Data/IoT Use in Wine Production: A Systematic Mapping Study”, IEEE Latin America Transactions, vol. 16, no. 5, pp. 1476–1484, 2018. doi: 10.1109/TLA.2018.8408444
A. Tzounis, N. Katsoulas, T. Bartzanas, and C. Kittas, “Internet of Things in agriculture, recent advances and future challenges”, Biosystems Engineering, vol. 164, pp. 31-48, 2017. doi: 10.1016/j.biosystemseng.2017.09.007
L. Riliskis, J. Hong, and P. Levis, “Ravel: Programming IoT Applications As Distributed Models, Views, and Controllers”, in International Workshop on Internet of Things towards Applications, 2015, pp. 1-6. doi: 10.1145/2820975.2820977
V. Vijay Hari Ram, H. Vishal, S. Dhanalakshmi, y P. Meenakshi Vidya, “Regulation of water in agriculture field using Internet Of Things”, in Technological Innovations in ICT for Agriculture and Rural Development, TIAR, Chennai, India, 2015. doi: 10.1109/TIAR.2015.7358541
A. Rahman, and M. Suryanegara, “The development of IoT LoRa: A performance evaluation on LoS and Non-LoS environment at 915 MHz ISM frequency”, in Proceedings - International Conference on Signals and Systems, ICSigSys, Sanur Indonesia, 2017, pp. 163-167. doi: 10.1109/ICSIGSYS.2017.7967033
D. F. González Botero, “Planteamiento de un modelo de predicción de heladas en cultivos de Rosa en la Sabana de Bogotá”, Universidad Militar Nueva Granada, 2018. Disponible en: https://repository.unimilitar.edu.co/bitstream/handle/10654/17682/GonzalezBoteroDavidFelipe2018.pdf;jsessionid=E80C4CB51B1ABED6C8E9AF028E89031F?sequence=1
A. Cama-Pinto, F. Montoya Gil, J. Gómez-López, A. García Cruz, y F. Manzano Agugliaro, “Sistema inalámbrico de monitorización para cultivos en invernadero”, DYNA, vol. 81, no. 184, pp. 164-170, 2014. doi: 10.15446/dyna.v81n184.37034
T. Cao-Hoang, and C. N. Duy, “Environment monitoring system for agricultural application based on wireless sensor network”, in 7th International Conference on Information Science and Technology, ICIST 2017 - Proceedings, 2017. doi: 10.1109/ICIST.2017.7926499
A. Acosta, y A. Aguilar, “Automatización de bajo costo utilizada en la producción agrícola en invernaderos y huertos caseros”, en 13th LACCEI Annual International Conference: “Engineering Education Facing the Grand Challenges, What Are We Doing? Santo Domingo, Dominican Republic, 2015, pp. 1-9.
I. Bennis, H. Fouchal, O. Zytoune, y D. Aboutajdine, “Monitoring drip irrigation system using wireless sensor networks”, Federated Conference on Computer Science and Information Systems (FedCSIS), 2015, pp. 1297-1302. doi: 10.15439/2015F299
K. Foughali, K. Fathallah, and A. Frihida, “Using Cloud IOT for disease prevention in precision agriculture”, Procedia Computer Science, vol. 130, pp. 575-582, 2018. doi: 10.1016/j.procs.2018.04.106
J. S. Alfaro Rocha, A. S. Corbacho Torregroza, y J. E. Prada Hernández “Análisis del internet de las cosas (IOT) y su aplicabilidad en el control remoto del sistema de riego de la finca La Josefa ubicada en Macondo zona bananera del departamento del Magdalena.”, Universidad Cooperativa de Colombia, Facultad de Ingenierías, 2018.
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