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

Social IoT agriculture data analytics data logger decision support system gas sensor sensor social feedback

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
24 Jul 2020
Historique:
received: 07 05 2020
revised: 20 06 2020
accepted: 13 07 2020
entrez: 30 7 2020
pubmed: 30 7 2020
medline: 5 3 2021
Statut: epublish

Résumé

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.

Identifiants

pubmed: 32722210
pii: s20154127
doi: 10.3390/s20154127
pmc: PMC7436003
pii:
doi:

Substances chimiques

Soil 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : H2020 Leadership in Enabling and Industrial Technologies
ID : 825325

Références

J Exp Bot. 2011 Feb;62(4):1499-509
pubmed: 20926552
Anal Chem. 1996 Jul 1;68(13):2067-72
pubmed: 21619295
Sensors (Basel). 2012;12(7):9635-65
pubmed: 23012563

Auteurs

Titus Balan (T)

Atos Convergence Creators, 500090 Brasov, Romania.

Catalin Dumitru (C)

Atos Convergence Creators, 500090 Brasov, Romania.

Gabriela Dudnik (G)

Centre Suisse d'Electronique et de Microtechnique, 2000 Neuchâtel, Switzerland.

Enrico Alessi (E)

ST Microelectronics, Ct-95129 Catania, Italy.

Suzanne Lesecq (S)

University Grenoble Alpes, CEA, LIST, F-38000 Grenoble, France.

Marc Correvon (M)

Centre Suisse d'Electronique et de Microtechnique, 2000 Neuchâtel, Switzerland.

Fabio Passaniti (F)

ST Microelectronics, Ct-95129 Catania, Italy.

Antonella Licciardello (A)

ST Microelectronics, Ct-95129 Catania, Italy.

Articles similaires

Populus Soil Microbiology Soil Microbiota Fungi
Humans Middle Aged Female Male Surveys and Questionnaires
Humans Artificial Intelligence COVID-19 SARS-CoV-2 Pandemics

Classifications MeSH