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LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador

This article focuses on the development of a system based on the long-range network (LoRa), which is used for monitoring the agricultural sector and is implemented in areas of the Andean region of Ecuador. The LoRa network is applied for the analysis of climatic parameters by monitoring temperature,...

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Autores principales: Rivera Guzmán, Edgar Fabián, Mañay Chochos, Edison David, Chiliquinga Malliquinga, Mauricio Danilo, Baldeón Egas, Paúl Francisco, Toasa Guachi, Renato Mauricio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9505347/
https://www.ncbi.nlm.nih.gov/pubmed/36146093
http://dx.doi.org/10.3390/s22186743
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author Rivera Guzmán, Edgar Fabián
Mañay Chochos, Edison David
Chiliquinga Malliquinga, Mauricio Danilo
Baldeón Egas, Paúl Francisco
Toasa Guachi, Renato Mauricio
author_facet Rivera Guzmán, Edgar Fabián
Mañay Chochos, Edison David
Chiliquinga Malliquinga, Mauricio Danilo
Baldeón Egas, Paúl Francisco
Toasa Guachi, Renato Mauricio
author_sort Rivera Guzmán, Edgar Fabián
collection PubMed
description This article focuses on the development of a system based on the long-range network (LoRa), which is used for monitoring the agricultural sector and is implemented in areas of the Andean region of Ecuador. The LoRa network is applied for the analysis of climatic parameters by monitoring temperature, relative humidity, soil moisture and ultraviolet radiation. It consists of two transmitter nodes and one receiver node, a LoRa Gateway with two communication channels for data reception and one for data transmission, and an IoT server. In addition, a graphical user interface has been developed in Thinger.io to monitor the crops and remotely control the actuators. The research conducted contains useful information for the deployment of a LoRa network in agricultural crops located in mountainous areas above 2910 m.a.s.l., where there are terrains with irregular orography, reaching a coverage of 50 hectares and a range distance of 875 m to the farthest point in the community of Chirinche Bajo, Ecuador. An average RSSI of the radio link of −122 dBm was obtained in areas with a 15% slope and 130 m difference in height according to the Gateway, where the presence of vegetation, eucalyptus trees and no line-of-sight generated interference to the radio signal. The success rate of PDR packet delivery with an SF of nine, had a better performance, with values of no less than 76% and 92% in uplink and downlink respectively. Finally, the technological gap is reduced, since the network reaches places where traditional technologies do not exist, allowing farmers to make timely decisions in the production process in the face of adverse weather events.
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spelling pubmed-95053472022-09-24 LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador Rivera Guzmán, Edgar Fabián Mañay Chochos, Edison David Chiliquinga Malliquinga, Mauricio Danilo Baldeón Egas, Paúl Francisco Toasa Guachi, Renato Mauricio Sensors (Basel) Article This article focuses on the development of a system based on the long-range network (LoRa), which is used for monitoring the agricultural sector and is implemented in areas of the Andean region of Ecuador. The LoRa network is applied for the analysis of climatic parameters by monitoring temperature, relative humidity, soil moisture and ultraviolet radiation. It consists of two transmitter nodes and one receiver node, a LoRa Gateway with two communication channels for data reception and one for data transmission, and an IoT server. In addition, a graphical user interface has been developed in Thinger.io to monitor the crops and remotely control the actuators. The research conducted contains useful information for the deployment of a LoRa network in agricultural crops located in mountainous areas above 2910 m.a.s.l., where there are terrains with irregular orography, reaching a coverage of 50 hectares and a range distance of 875 m to the farthest point in the community of Chirinche Bajo, Ecuador. An average RSSI of the radio link of −122 dBm was obtained in areas with a 15% slope and 130 m difference in height according to the Gateway, where the presence of vegetation, eucalyptus trees and no line-of-sight generated interference to the radio signal. The success rate of PDR packet delivery with an SF of nine, had a better performance, with values of no less than 76% and 92% in uplink and downlink respectively. Finally, the technological gap is reduced, since the network reaches places where traditional technologies do not exist, allowing farmers to make timely decisions in the production process in the face of adverse weather events. MDPI 2022-09-07 /pmc/articles/PMC9505347/ /pubmed/36146093 http://dx.doi.org/10.3390/s22186743 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rivera Guzmán, Edgar Fabián
Mañay Chochos, Edison David
Chiliquinga Malliquinga, Mauricio Danilo
Baldeón Egas, Paúl Francisco
Toasa Guachi, Renato Mauricio
LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador
title LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador
title_full LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador
title_fullStr LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador
title_full_unstemmed LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador
title_short LoRa Network-Based System for Monitoring the Agricultural Sector in Andean Areas: Case Study Ecuador
title_sort lora network-based system for monitoring the agricultural sector in andean areas: case study ecuador
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9505347/
https://www.ncbi.nlm.nih.gov/pubmed/36146093
http://dx.doi.org/10.3390/s22186743
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