SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring

Detalhes bibliográficos
Autor(a) principal: Soares, Diogo Filipe Guedes
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/30033
Resumo: Nowadays, the conditions of climate change, prolonged drought and decreasing of crops field due to the exponential increase of the population, agriculture needs a more sustainable approach. Solutions that meet sustainability are associated with precision agriculture. In this context, the objective assessment of soil conditions and mapping using geographic information systems is of the utmost importance. So, the measurement of the concentration of nutrients in the soil such as nitrogen, phosphorus or potassium as well as moisture and temperature are essential for controlling the level of wat stress and nutrient stress that allows a great production efficiency. Internet of Things solutions that are represented by sensor networks for monitoring soil characteristics with or without contact are characterized by LoRa, Wi-Fi type communication protocols and NB-IoT. The sensor data are useful for the development of very useful predictive models for the availability of nutrients and the optimization of water management, being considered also the most important actuators in the optimal administration of water and nutrients. Therefore, this project proposal arises, which aims to develop an IoT ecosystem for precision agriculture. In this project, three major parts of the IoT system were carried out: the base of the project, which consists of obtaining data from sensors and subsequently sending them to the server, a server that receives, processes and stores the data in a database and finally the website, for data visualization and analysis.
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spelling SoilIoT: Iot for precision agriculture: Soil Characteristics monitoringInternet of ThingsAgricultura -- AgricultureLoRaPrecision agricultureAlteração climática -- Climate changeAgricultura de precisãoNowadays, the conditions of climate change, prolonged drought and decreasing of crops field due to the exponential increase of the population, agriculture needs a more sustainable approach. Solutions that meet sustainability are associated with precision agriculture. In this context, the objective assessment of soil conditions and mapping using geographic information systems is of the utmost importance. So, the measurement of the concentration of nutrients in the soil such as nitrogen, phosphorus or potassium as well as moisture and temperature are essential for controlling the level of wat stress and nutrient stress that allows a great production efficiency. Internet of Things solutions that are represented by sensor networks for monitoring soil characteristics with or without contact are characterized by LoRa, Wi-Fi type communication protocols and NB-IoT. The sensor data are useful for the development of very useful predictive models for the availability of nutrients and the optimization of water management, being considered also the most important actuators in the optimal administration of water and nutrients. Therefore, this project proposal arises, which aims to develop an IoT ecosystem for precision agriculture. In this project, three major parts of the IoT system were carried out: the base of the project, which consists of obtaining data from sensors and subsequently sending them to the server, a server that receives, processes and stores the data in a database and finally the website, for data visualization and analysis.Atualmente, devido às condições das alterações climáticas, secas prolongadas e diminuição do campo de cultivo, devido ao aumento exponencial da população, a agricultura necessita de uma abordagem mais sustentável. Soluções que atendem à sustentabilidade estão associadas à agricultura de precisão. Neste contexto, a avaliação objetiva das condições do solo e o mapeamento utilizando sistemas de informação geográfica são de extrema importância. Assim, a medição da concentração de nutrientes no solo como azoto, fósforo ou potássio bem como a humidade e a temperatura são essenciais para controlar o nível de stress de água e de nutrientes que permite uma grande eficiência produtiva. As soluções de Internet of Things que são representadas por redes de sensores para monitorizar as características do solo, com ou sem contato, são caracterizadas por LoRa, protocolos de comunicação do tipo Wi-Fi e NB-IoT. Os dados dos sensores são úteis para o desenvolvimento de modelos preditivos, para a disponibilidade de nutrientes e para a otimização da gestão da água, sendo considerados também os atuadores na administração ótima de água e nutrientes. Assim surge esta proposta de projeto, que visa desenvolver um ecossistema IoT para agricultura de precisão. Neste projeto foi realizado três grandes partes do sistema IoT: a base do projecto, que consiste na obtenção de dados dos sensores e posterior envio dos mesmos para o servidor, um servidor que recebe, trata e armazena a data numa base de dados e finalmente o website, para visualização e análise de dados.2023-12-18T15:55:47Z2023-12-04T00:00:00Z2023-12-042023-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10071/30033TID:203417020engSoares, Diogo Filipe Guedesinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-12-24T01:20:46Zoai:repositorio.iscte-iul.pt:10071/30033Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T00:55:48.413302Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring
title SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring
spellingShingle SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring
Soares, Diogo Filipe Guedes
Internet of Things
Agricultura -- Agriculture
LoRa
Precision agriculture
Alteração climática -- Climate change
Agricultura de precisão
title_short SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring
title_full SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring
title_fullStr SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring
title_full_unstemmed SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring
title_sort SoilIoT: Iot for precision agriculture: Soil Characteristics monitoring
author Soares, Diogo Filipe Guedes
author_facet Soares, Diogo Filipe Guedes
author_role author
dc.contributor.author.fl_str_mv Soares, Diogo Filipe Guedes
dc.subject.por.fl_str_mv Internet of Things
Agricultura -- Agriculture
LoRa
Precision agriculture
Alteração climática -- Climate change
Agricultura de precisão
topic Internet of Things
Agricultura -- Agriculture
LoRa
Precision agriculture
Alteração climática -- Climate change
Agricultura de precisão
description Nowadays, the conditions of climate change, prolonged drought and decreasing of crops field due to the exponential increase of the population, agriculture needs a more sustainable approach. Solutions that meet sustainability are associated with precision agriculture. In this context, the objective assessment of soil conditions and mapping using geographic information systems is of the utmost importance. So, the measurement of the concentration of nutrients in the soil such as nitrogen, phosphorus or potassium as well as moisture and temperature are essential for controlling the level of wat stress and nutrient stress that allows a great production efficiency. Internet of Things solutions that are represented by sensor networks for monitoring soil characteristics with or without contact are characterized by LoRa, Wi-Fi type communication protocols and NB-IoT. The sensor data are useful for the development of very useful predictive models for the availability of nutrients and the optimization of water management, being considered also the most important actuators in the optimal administration of water and nutrients. Therefore, this project proposal arises, which aims to develop an IoT ecosystem for precision agriculture. In this project, three major parts of the IoT system were carried out: the base of the project, which consists of obtaining data from sensors and subsequently sending them to the server, a server that receives, processes and stores the data in a database and finally the website, for data visualization and analysis.
publishDate 2023
dc.date.none.fl_str_mv 2023-12-18T15:55:47Z
2023-12-04T00:00:00Z
2023-12-04
2023-10
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10071/30033
TID:203417020
url http://hdl.handle.net/10071/30033
identifier_str_mv TID:203417020
dc.language.iso.fl_str_mv eng
language eng
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dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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