Cargando…

IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring

The agricultural sector faces numerous challenges in ensuring optimal soil health and environmental conditions for sustainable crop production. Traditional soil analysis methods are often time-consuming and labor-intensive, and provide limited real-time data, making it challenging for farmers to mak...

Descripción completa

Detalles Bibliográficos
Autores principales: Pechlivani, Eleftheria Maria, Papadimitriou, Athanasios, Pemas, Sotirios, Ntinas, Georgios, Tzovaras, Dimitrios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10534498/
https://www.ncbi.nlm.nih.gov/pubmed/37763861
http://dx.doi.org/10.3390/mi14091698
_version_ 1785112408639930368
author Pechlivani, Eleftheria Maria
Papadimitriou, Athanasios
Pemas, Sotirios
Ntinas, Georgios
Tzovaras, Dimitrios
author_facet Pechlivani, Eleftheria Maria
Papadimitriou, Athanasios
Pemas, Sotirios
Ntinas, Georgios
Tzovaras, Dimitrios
author_sort Pechlivani, Eleftheria Maria
collection PubMed
description The agricultural sector faces numerous challenges in ensuring optimal soil health and environmental conditions for sustainable crop production. Traditional soil analysis methods are often time-consuming and labor-intensive, and provide limited real-time data, making it challenging for farmers to make informed decisions. In recent years, Internet of Things (IoT) technology has emerged as a promising solution to address these challenges by enabling efficient and automated soil analysis and environmental monitoring. This paper presents a 3D-printed IoT-based Agro-toolbox, designed for comprehensive soil analysis and environmental monitoring in the agricultural domain. The toolbox integrates various sensors for both soil and environmental measurements. By deploying this tool across fields, farmers can continuously monitor key soil parameters, including pH levels, moisture content, and temperature. Additionally, environmental factors such as ambient temperature, humidity, intensity of visible light, and barometric pressure can be monitored to assess the overall health of agricultural ecosystems. To evaluate the effectiveness of the Agro-toolbox, a case study was conducted in an aquaponics floating system with rocket, and benchmarking was performed using commercial tools that integrate sensors for soil temperature, moisture, and pH levels, as well as for air temperature, humidity, and intensity of visible light. The results showed that the Agro-toolbox had an acceptable error percentage, and it can be useful for agricultural applications.
format Online
Article
Text
id pubmed-10534498
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-105344982023-09-29 IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring Pechlivani, Eleftheria Maria Papadimitriou, Athanasios Pemas, Sotirios Ntinas, Georgios Tzovaras, Dimitrios Micromachines (Basel) Article The agricultural sector faces numerous challenges in ensuring optimal soil health and environmental conditions for sustainable crop production. Traditional soil analysis methods are often time-consuming and labor-intensive, and provide limited real-time data, making it challenging for farmers to make informed decisions. In recent years, Internet of Things (IoT) technology has emerged as a promising solution to address these challenges by enabling efficient and automated soil analysis and environmental monitoring. This paper presents a 3D-printed IoT-based Agro-toolbox, designed for comprehensive soil analysis and environmental monitoring in the agricultural domain. The toolbox integrates various sensors for both soil and environmental measurements. By deploying this tool across fields, farmers can continuously monitor key soil parameters, including pH levels, moisture content, and temperature. Additionally, environmental factors such as ambient temperature, humidity, intensity of visible light, and barometric pressure can be monitored to assess the overall health of agricultural ecosystems. To evaluate the effectiveness of the Agro-toolbox, a case study was conducted in an aquaponics floating system with rocket, and benchmarking was performed using commercial tools that integrate sensors for soil temperature, moisture, and pH levels, as well as for air temperature, humidity, and intensity of visible light. The results showed that the Agro-toolbox had an acceptable error percentage, and it can be useful for agricultural applications. MDPI 2023-08-30 /pmc/articles/PMC10534498/ /pubmed/37763861 http://dx.doi.org/10.3390/mi14091698 Text en © 2023 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
Pechlivani, Eleftheria Maria
Papadimitriou, Athanasios
Pemas, Sotirios
Ntinas, Georgios
Tzovaras, Dimitrios
IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring
title IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring
title_full IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring
title_fullStr IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring
title_full_unstemmed IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring
title_short IoT-Based Agro-Toolbox for Soil Analysis and Environmental Monitoring
title_sort iot-based agro-toolbox for soil analysis and environmental monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10534498/
https://www.ncbi.nlm.nih.gov/pubmed/37763861
http://dx.doi.org/10.3390/mi14091698
work_keys_str_mv AT pechlivanieleftheriamaria iotbasedagrotoolboxforsoilanalysisandenvironmentalmonitoring
AT papadimitriouathanasios iotbasedagrotoolboxforsoilanalysisandenvironmentalmonitoring
AT pemassotirios iotbasedagrotoolboxforsoilanalysisandenvironmentalmonitoring
AT ntinasgeorgios iotbasedagrotoolboxforsoilanalysisandenvironmentalmonitoring
AT tzovarasdimitrios iotbasedagrotoolboxforsoilanalysisandenvironmentalmonitoring