Atos Convergence Creators, 500090 Brasov, Romania.
Centre Suisse d'Electronique et de Microtechnique, 2000 Neuchâtel, Switzerland.
Sensors (Basel). 2020 Jul 24;20(15):4127. doi: 10.3390/s20154127.
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.
基于新型传感器、数据分析和自动化的智慧农业是优化产量和提高效率的重要手段,可在限制环境污染的同时满足全球不断增长的人口的粮食需求。本文旨在描述一种由土壤探头、空气探头和智能数据记录仪组成的农业多传感器物联网 (IoT) 系统。实施细节将侧重于集成元素和基于创新人工智能的气体识别传感器。此外,本文还重点介绍了分析和决策支持系统的实现,该系统提供农业建议,并通过农民的反馈循环和社会信任指数进行增强,从而提高系统的可靠性。