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Smart Multi-Sensor Platform for Analytics and Social Decision Support in Agriculture

Smart agriculture based on new types of sensors, data analytics and automation, is an important enabler for optimizing yields and maximizing efficiency to feed the world’s growing population while limiting environmental pollution. The aim of this paper is to describe a multi-sensor Internet of Thing...

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Autores principales: Balan, Titus, Dumitru, Catalin, Dudnik, Gabriela, Alessi, Enrico, Lesecq, Suzanne, Correvon, Marc, Passaniti, Fabio, Licciardello, Antonella
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7436003/
https://www.ncbi.nlm.nih.gov/pubmed/32722210
http://dx.doi.org/10.3390/s20154127
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author Balan, Titus
Dumitru, Catalin
Dudnik, Gabriela
Alessi, Enrico
Lesecq, Suzanne
Correvon, Marc
Passaniti, Fabio
Licciardello, Antonella
author_facet Balan, Titus
Dumitru, Catalin
Dudnik, Gabriela
Alessi, Enrico
Lesecq, Suzanne
Correvon, Marc
Passaniti, Fabio
Licciardello, Antonella
author_sort Balan, Titus
collection PubMed
description Smart agriculture based on new types of sensors, data analytics and automation, is an important enabler for optimizing yields and maximizing efficiency to feed the world’s growing population while limiting environmental pollution. The aim of this paper is to describe a multi-sensor Internet of Things (IoT) system for agriculture consisting of a soil probe, an air probe and a smart data logger. The implementation details will focus of the integration element and the innovative Artificial Intelligence based gas identification sensor. Furthermore, the paper focuses on the analytics and decision support system implementation that provides farming recommendations and is enhanced with a feedback loop from farmers and a social trust index that will increase the reliability of the system.
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spelling pubmed-74360032020-08-24 Smart Multi-Sensor Platform for Analytics and Social Decision Support in Agriculture Balan, Titus Dumitru, Catalin Dudnik, Gabriela Alessi, Enrico Lesecq, Suzanne Correvon, Marc Passaniti, Fabio Licciardello, Antonella Sensors (Basel) Article Smart agriculture based on new types of sensors, data analytics and automation, is an important enabler for optimizing yields and maximizing efficiency to feed the world’s growing population while limiting environmental pollution. The aim of this paper is to describe a multi-sensor Internet of Things (IoT) system for agriculture consisting of a soil probe, an air probe and a smart data logger. The implementation details will focus of the integration element and the innovative Artificial Intelligence based gas identification sensor. Furthermore, the paper focuses on the analytics and decision support system implementation that provides farming recommendations and is enhanced with a feedback loop from farmers and a social trust index that will increase the reliability of the system. MDPI 2020-07-24 /pmc/articles/PMC7436003/ /pubmed/32722210 http://dx.doi.org/10.3390/s20154127 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Balan, Titus
Dumitru, Catalin
Dudnik, Gabriela
Alessi, Enrico
Lesecq, Suzanne
Correvon, Marc
Passaniti, Fabio
Licciardello, Antonella
Smart Multi-Sensor Platform for Analytics and Social Decision Support in Agriculture
title Smart Multi-Sensor Platform for Analytics and Social Decision Support in Agriculture
title_full Smart Multi-Sensor Platform for Analytics and Social Decision Support in Agriculture
title_fullStr Smart Multi-Sensor Platform for Analytics and Social Decision Support in Agriculture
title_full_unstemmed Smart Multi-Sensor Platform for Analytics and Social Decision Support in Agriculture
title_short Smart Multi-Sensor Platform for Analytics and Social Decision Support in Agriculture
title_sort smart multi-sensor platform for analytics and social decision support in agriculture
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7436003/
https://www.ncbi.nlm.nih.gov/pubmed/32722210
http://dx.doi.org/10.3390/s20154127
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