Towards making the fields talks: A real-time cloud enabled IoT crop management platform for smart agriculture

Author:

Thilakarathne Navod Neranjan,Bakar Muhammad Saifullah Abu,Abas Pg Emerolylariffion,Yassin Hayati

Abstract

Agriculture is the primary and oldest industry in the world and has been transformed over the centuries from the prehistoric era to the technology-driven 21st century, where people are always solving complex problems with the aid of technology. With the power of Information and Communication Technologies (ICTs), the world has become a global village, where every digital object that prevails in the world is connected to each other with the Internet of Things (IoT). The fast proliferation of IoT-based technology has revolutionized practically every sector, including agriculture, shifting the industry from statistical to quantitative techniques. Such profound transformations are reshaping traditional agricultural practices and generating new possibilities in the face of various challenges. With the opportunities created, farmers are now able to monitor the condition of crops in real time. With the automated IoT solutions, farmers can automate tasks in the farmland, as these solutions are capable of making precise decisions based on underlying challenges and executing actions to overcome such difficulties, alerting farmers in real-time, eventually leading to increased productivity and higher harvest. In this context, we present a cloud-enabled low-cost sensorized IoT platform for real-time monitoring and automating tasks dealing with a tomato plantation in an indoor environment, highlighting the necessity of smart agriculture. We anticipate that the findings of this study will serve as vital guides in developing and promoting smart agriculture solutions aimed at improving productivity and quality while also enabling the transition to a sustainable environment.

Publisher

Frontiers Media SA

Subject

Plant Science

Reference64 articles.

1. Capable of gas sensor MQ-135 to monitor the air quality with arduino uno;Abbas;Int. J. Eng Res. Technol.,2020

2. LoRa based IoT platform for remote monitoring of Large-scale agriculture farms in Chile;Ahmed;Sensors,2022

3. Precision agriculture using IoT data analytics and machine learning;Akhter;J. King Saud University-Computer Inf. Sci,2022

4. Extraction of Tomato Growth Model using Greenhouse Monitoring System, in: 2019 International Electronics Symposium (IES);Aminulloh,2019

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Digital Twins: A Next‐Gen Solution for Agricultural Sustainability;CSA News;2024-08-14

2. A Smart UAV System to Assess the Health of a Vineyard;2024 16th International Conference on Electronics, Computers and Artificial Intelligence (ECAI);2024-06-27

3. A novel cloud enabled smart carbon neutral hydroponic setup for stem cutting propagation of tropical tree species;Computers and Electronics in Agriculture;2024-03

4. New Generation Sustainable Technologies for Soilless Vegetable Production;Horticulturae;2024-01-04

5. Examining the Impact of Machine Learning on Streamlining Data Analysis in Real-Time;2023 International Conference on Power Energy, Environment & Intelligent Control (PEEIC);2023-12-19

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3