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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7436003 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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