Design and development of an IoT-based dendrometer system for real-time trunk diameter monitoring of Christmas trees

IF 6.3 Q1 AGRICULTURAL ENGINEERING
Thomas Rose, Nawab Ali, Younsuk Dong
{"title":"Design and development of an IoT-based dendrometer system for real-time trunk diameter monitoring of Christmas trees","authors":"Thomas Rose,&nbsp;Nawab Ali,&nbsp;Younsuk Dong","doi":"10.1016/j.atech.2024.100765","DOIUrl":null,"url":null,"abstract":"<div><div>Real-time assessment of trunk growth is vital for understanding tree growth fluctuation, especially under irrigation application and other environmental factors. Accurate trunk diameter assessment is crucial for optimizing water use and tree health improvement, and its cost-effectiveness is needed for widespread adoption in agriculture. This study focused on the development of an accurate and low-cost IoT-based dendrometer system for real-time trunk diameter measurement of Christmas trees. The dendrometer sensor was calibrated (R<sup>2</sup> = 0.99) to ensure the accurate conversion of sensor voltage to trunk diameter fluctuations. This IoT-based dendrometer system consists of a platform that enables wireless data transmission, cloud-based storage and real-time analysis of the trunk diameter. Temperature fluctuation influenced the sensor readings with no impact, which validated the system's reliability in open field conditions. Christmas tree diameter monitoring showed significant trunk expansion and contraction under irrigation application and water stress, respectively, which signifies the system ability to monitor the real-time trunk growth responses. Cost analysis makes this technology economical and reliable for widespread application in precision agriculture. Therefore, this low-cost IoT-based dendrometer system is reliable, accurate, and economically viable for improving irrigation management, tree health monitoring, and supporting farmers through data-driven agricultural practices.</div></div>","PeriodicalId":74813,"journal":{"name":"Smart agricultural technology","volume":"10 ","pages":"Article 100765"},"PeriodicalIF":6.3000,"publicationDate":"2024-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Smart agricultural technology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2772375524003691","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURAL ENGINEERING","Score":null,"Total":0}
引用次数: 0

Abstract

Real-time assessment of trunk growth is vital for understanding tree growth fluctuation, especially under irrigation application and other environmental factors. Accurate trunk diameter assessment is crucial for optimizing water use and tree health improvement, and its cost-effectiveness is needed for widespread adoption in agriculture. This study focused on the development of an accurate and low-cost IoT-based dendrometer system for real-time trunk diameter measurement of Christmas trees. The dendrometer sensor was calibrated (R2 = 0.99) to ensure the accurate conversion of sensor voltage to trunk diameter fluctuations. This IoT-based dendrometer system consists of a platform that enables wireless data transmission, cloud-based storage and real-time analysis of the trunk diameter. Temperature fluctuation influenced the sensor readings with no impact, which validated the system's reliability in open field conditions. Christmas tree diameter monitoring showed significant trunk expansion and contraction under irrigation application and water stress, respectively, which signifies the system ability to monitor the real-time trunk growth responses. Cost analysis makes this technology economical and reliable for widespread application in precision agriculture. Therefore, this low-cost IoT-based dendrometer system is reliable, accurate, and economically viable for improving irrigation management, tree health monitoring, and supporting farmers through data-driven agricultural practices.
设计和开发基于物联网的树干直径测量系统,用于实时监测圣诞树的树干直径
树干生长的实时评估对于了解树木的生长波动至关重要,尤其是在灌溉应用和其他环境因素的影响下。准确的树干直径评估对于优化用水和改善树木健康状况至关重要,而且其成本效益需要在农业中广泛采用。本研究的重点是开发一种基于物联网的精确且低成本的树干直径测量系统,用于实时测量圣诞树的树干直径。该测径计传感器经过校准(R2 = 0.99),以确保传感器电压与树干直径波动之间的准确转换。这种基于物联网的测径仪系统由一个平台组成,该平台可实现无线数据传输、云存储和树干直径实时分析。温度波动对传感器读数没有影响,这验证了该系统在露天环境下的可靠性。圣诞树直径监测结果表明,在灌溉和水胁迫条件下,树干分别出现了明显的膨胀和收缩,这表明该系统能够监测树干的实时生长反应。通过成本分析,该技术经济可靠,可广泛应用于精准农业。因此,这种基于物联网的低成本树干测量仪系统可靠、准确且经济可行,可用于改善灌溉管理和树木健康监测,并通过数据驱动的农业实践为农民提供支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
4.20
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信