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
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
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