Monitoring system for agronomic variables based in WSN technology on cassava crops

Agriculture, and natural resources associated to its development like water, soils and forests, have a relevant role in the future of countries and environmental conservation. The optimization of these resources is made with the implementation of technological strategies and tools that make it possi...

Full description

Autores:
Caicedo Ortiz, Jose Gregorio
De la Hoz, Emiro
Morales Ortega, Roberto
Piñeres Espitia, Gabriel Dario
combita, harold
Estevez Ortiz, Francisco Jose
Cama-Pinto, Alejandro
Tipo de recurso:
Article of journal
Fecha de publicación:
2018
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/1681
Acceso en línea:
https://hdl.handle.net/11323/1681
http://doi.org/10.1016/j.compag.2018.01.004
https://repositorio.cuc.edu.co/
Palabra clave:
6LoWPAN
Contiki
Soil measurement
Wireless sensor networks
WSN
Rights
openAccess
License
Atribución – No comercial – Compartir igual
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dc.title.eng.fl_str_mv Monitoring system for agronomic variables based in WSN technology on cassava crops
title Monitoring system for agronomic variables based in WSN technology on cassava crops
spellingShingle Monitoring system for agronomic variables based in WSN technology on cassava crops
6LoWPAN
Contiki
Soil measurement
Wireless sensor networks
WSN
title_short Monitoring system for agronomic variables based in WSN technology on cassava crops
title_full Monitoring system for agronomic variables based in WSN technology on cassava crops
title_fullStr Monitoring system for agronomic variables based in WSN technology on cassava crops
title_full_unstemmed Monitoring system for agronomic variables based in WSN technology on cassava crops
title_sort Monitoring system for agronomic variables based in WSN technology on cassava crops
dc.creator.fl_str_mv Caicedo Ortiz, Jose Gregorio
De la Hoz, Emiro
Morales Ortega, Roberto
Piñeres Espitia, Gabriel Dario
combita, harold
Estevez Ortiz, Francisco Jose
Cama-Pinto, Alejandro
dc.contributor.author.spa.fl_str_mv Caicedo Ortiz, Jose Gregorio
De la Hoz, Emiro
Morales Ortega, Roberto
Piñeres Espitia, Gabriel Dario
combita, harold
Estevez Ortiz, Francisco Jose
Cama-Pinto, Alejandro
dc.subject.eng.fl_str_mv 6LoWPAN
Contiki
Soil measurement
Wireless sensor networks
WSN
topic 6LoWPAN
Contiki
Soil measurement
Wireless sensor networks
WSN
description Agriculture, and natural resources associated to its development like water, soils and forests, have a relevant role in the future of countries and environmental conservation. The optimization of these resources is made with the implementation of technological strategies and tools that make it possible. In this sense, we developed a monitoring prototype for agronomic variables in cassava crops (Manihot Esculenta Crantz) in the Atlántico department (Colombia) based in WSN using Z1 motes as hardware platform and the temperature and soil moisture sensor SHT11. The operating system used was Contiki, and the routing protocol was RPL. The Network Performance Metrics evaluated were packet loss, RSSI (Received Signal Strength Indicator), LQI (Link Quality Indicator) and network convergence time. Then, a deployment model using Schläfli notation to determine the location and number of nodes, also we calculated the coverage range of the nodes to keep network uniformity. With these calculations, we obtained the linkage budgets between specks, and results were validated with RadioMobile software. Then, test fields were made in a cassava crop located in the city of Manati, Atlántico. Finally, with the help of server client architecture XAMPP, all data was stored and visualized through SIMCA (Agricultural Crop Information and Monitoring System), a web application developed by authors.
publishDate 2018
dc.date.accessioned.none.fl_str_mv 2018-11-21T22:05:57Z
dc.date.available.none.fl_str_mv 2018-11-21T22:05:57Z
dc.date.issued.none.fl_str_mv 2018-02
dc.type.spa.fl_str_mv Artículo de revista
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dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/article
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status_str acceptedVersion
dc.identifier.issn.spa.fl_str_mv 01681699
dc.identifier.uri.spa.fl_str_mv https://hdl.handle.net/11323/1681
dc.identifier.doi.spa.fl_str_mv http://doi.org/10.1016/j.compag.2018.01.004
dc.identifier.instname.spa.fl_str_mv Corporación Universidad de la Costa
dc.identifier.reponame.spa.fl_str_mv REDICUC - Repositorio CUC
dc.identifier.repourl.spa.fl_str_mv https://repositorio.cuc.edu.co/
identifier_str_mv 01681699
Corporación Universidad de la Costa
REDICUC - Repositorio CUC
url https://hdl.handle.net/11323/1681
http://doi.org/10.1016/j.compag.2018.01.004
https://repositorio.cuc.edu.co/
dc.language.iso.none.fl_str_mv eng
language eng
dc.rights.spa.fl_str_mv Atribución – No comercial – Compartir igual
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
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rights_invalid_str_mv Atribución – No comercial – Compartir igual
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.publisher.spa.fl_str_mv Computers And Electronics In Agriculture
institution Corporación Universidad de la Costa
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spelling Caicedo Ortiz, Jose GregorioDe la Hoz, EmiroMorales Ortega, RobertoPiñeres Espitia, Gabriel Dariocombita, haroldEstevez Ortiz, Francisco JoseCama-Pinto, Alejandro2018-11-21T22:05:57Z2018-11-21T22:05:57Z2018-0201681699https://hdl.handle.net/11323/1681http://doi.org/10.1016/j.compag.2018.01.004Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/Agriculture, and natural resources associated to its development like water, soils and forests, have a relevant role in the future of countries and environmental conservation. The optimization of these resources is made with the implementation of technological strategies and tools that make it possible. In this sense, we developed a monitoring prototype for agronomic variables in cassava crops (Manihot Esculenta Crantz) in the Atlántico department (Colombia) based in WSN using Z1 motes as hardware platform and the temperature and soil moisture sensor SHT11. The operating system used was Contiki, and the routing protocol was RPL. The Network Performance Metrics evaluated were packet loss, RSSI (Received Signal Strength Indicator), LQI (Link Quality Indicator) and network convergence time. Then, a deployment model using Schläfli notation to determine the location and number of nodes, also we calculated the coverage range of the nodes to keep network uniformity. With these calculations, we obtained the linkage budgets between specks, and results were validated with RadioMobile software. Then, test fields were made in a cassava crop located in the city of Manati, Atlántico. Finally, with the help of server client architecture XAMPP, all data was stored and visualized through SIMCA (Agricultural Crop Information and Monitoring System), a web application developed by authors.Caicedo Ortiz, Jose Gregorio-0000-0003-2832-8625-600De la Hoz, Emiro-will be generated-orcid-0000-0002-4926-7414-600Morales Ortega, Roberto-will be generated-orcid-0000-0002-8219-9943-0Piñeres Espitia, Gabriel Dario-will be generated-orcid-0000-0002-8165-2697-600combita, harold-will be generated-orcid-0000-0002-7951-499X-600Estevez Ortiz, Francisco Jose-will be generated-orcid-0000-0002-7877-0115-0Cama-Pinto, Alejandro-will be generated-orcid-0000-0002-1364-7394-600engComputers And Electronics In AgricultureAtribución – No comercial – Compartir igualinfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf26LoWPANContikiSoil measurementWireless sensor networksWSNMonitoring system for agronomic variables based in WSN technology on cassava cropsArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1Textinfo:eu-repo/semantics/articlehttp://purl.org/redcol/resource_type/ARTinfo:eu-repo/semantics/acceptedVersionhttps://www.sciencedirect.com/science/article/abs/pii/S0168169917310189?via%3DihubPublicationORIGINALMonitoring System For Agronomic.pdfMonitoring System For Agronomic.pdfapplication/pdf63175https://repositorio.cuc.edu.co/bitstreams/a41b5be3-1a97-4bfb-985b-93fc86d253c0/download653c8cb4d0b393bb2651bf4d7c292942MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.cuc.edu.co/bitstreams/09de51f1-de5a-4581-9c03-e35980b1529a/download8a4605be74aa9ea9d79846c1fba20a33MD52THUMBNAILMonitoring System For Agronomic.pdf.jpgMonitoring System For Agronomic.pdf.jpgimage/jpeg47647https://repositorio.cuc.edu.co/bitstreams/a865e891-5457-4d79-8c62-44c3348e94f7/downloadc669d0661df9d9ccb025e537dd515b91MD54TEXTMonitoring System For Agronomic.pdf.txtMonitoring System For Agronomic.pdf.txttext/plain1808https://repositorio.cuc.edu.co/bitstreams/f5e96c14-fb95-42c8-8b63-48c60a0635ea/downloadb5da638c84649efeb7a5e116173a51c2MD5511323/1681oai:repositorio.cuc.edu.co:11323/16812024-09-17 14:20:34.147open.accesshttps://repositorio.cuc.edu.coRepositorio de la Universidad de la Costa CUCrepdigital@cuc.edu.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