Automated entrance monitoring to investigate honey bee foraging trips using open-source wireless platform and fiducial tags

IF 2 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC HardwareX Pub Date : 2024-12-01 DOI:10.1016/j.ohx.2024.e00609
Diego Penaloza-Aponte , Sarabeth Brandt , Erin Dent , Robyn M. Underwood , Benedict DeMoras , Selina Bruckner , Margarita M. López-Uribe , Julio V. Urbina
{"title":"Automated entrance monitoring to investigate honey bee foraging trips using open-source wireless platform and fiducial tags","authors":"Diego Penaloza-Aponte ,&nbsp;Sarabeth Brandt ,&nbsp;Erin Dent ,&nbsp;Robyn M. Underwood ,&nbsp;Benedict DeMoras ,&nbsp;Selina Bruckner ,&nbsp;Margarita M. López-Uribe ,&nbsp;Julio V. Urbina","doi":"10.1016/j.ohx.2024.e00609","DOIUrl":null,"url":null,"abstract":"<div><div>Honey bee foraging is a complex behavior because it involves tens of thousands of organisms making decisions about where to collect pollen and nectar based on the quality of resources and the distance to flowers. Studying this aspect of their biology is possible through direct observations but the large number of individuals involved in this behavior makes the implementation of technologies ideal to scale up this type of study. Consequently, there is a need for instruments that can facilitate accurate assessments of honey bee foraging at the colony level. To address this need, this work aimed to develop an automated imaging system for monitoring the in-and-out activity of honey bee foragers as they walk through a customized entrance with a camera sensor at the hive entrance. We used AprilTags attached to each bee’s thorax to provide unique identification numbers that allowed the system to track in-and-out events throughout the foraging season of the colony. Our design relies on low-cost Raspberry Pi computers and cameras, along with commercially off-the-shelf components, making it easily reproducible with the open-source documentation provided. We successfully deployed and evaluated our system in six locations, demonstrating consistent results. In this paper, we present the details about the development of the system, data collected from multiple colonies, and post-processing analysis from one of our apiaries. Our results highlight the system’s effectiveness in monitoring honey bee trips, capturing various behaviors associate with their activities outside the colony, which lay the groundwork for future estimations of foraging distances.</div></div>","PeriodicalId":37503,"journal":{"name":"HardwareX","volume":"20 ","pages":"Article e00609"},"PeriodicalIF":2.0000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"HardwareX","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2468067224001032","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

Honey bee foraging is a complex behavior because it involves tens of thousands of organisms making decisions about where to collect pollen and nectar based on the quality of resources and the distance to flowers. Studying this aspect of their biology is possible through direct observations but the large number of individuals involved in this behavior makes the implementation of technologies ideal to scale up this type of study. Consequently, there is a need for instruments that can facilitate accurate assessments of honey bee foraging at the colony level. To address this need, this work aimed to develop an automated imaging system for monitoring the in-and-out activity of honey bee foragers as they walk through a customized entrance with a camera sensor at the hive entrance. We used AprilTags attached to each bee’s thorax to provide unique identification numbers that allowed the system to track in-and-out events throughout the foraging season of the colony. Our design relies on low-cost Raspberry Pi computers and cameras, along with commercially off-the-shelf components, making it easily reproducible with the open-source documentation provided. We successfully deployed and evaluated our system in six locations, demonstrating consistent results. In this paper, we present the details about the development of the system, data collected from multiple colonies, and post-processing analysis from one of our apiaries. Our results highlight the system’s effectiveness in monitoring honey bee trips, capturing various behaviors associate with their activities outside the colony, which lay the groundwork for future estimations of foraging distances.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
使用开源无线平台和基准标签的自动入口监控来调查蜜蜂觅食之旅
蜜蜂觅食是一种复杂的行为,因为它涉及到成千上万的生物根据资源的质量和距离花朵的距离来决定在哪里收集花粉和花蜜。通过直接观察来研究它们生物学的这一方面是可能的,但参与这种行为的大量个体使得技术的实施成为扩大这类研究的理想选择。因此,需要一种能够在蜂群水平上对蜜蜂觅食进行准确评估的仪器。为了满足这一需求,这项工作旨在开发一种自动成像系统,用于监测蜜蜂觅食者在蜂巢入口处通过一个定制的入口时的进出活动。我们将四月标签贴在每只蜜蜂的胸部,以提供唯一的识别号码,使系统能够跟踪整个群体觅食季节的进进出出事件。我们的设计依赖于低成本的树莓派电脑和相机,以及商业上现成的组件,使得它很容易通过提供的开源文档进行复制。我们成功地在六个地点部署和评估了我们的系统,并展示了一致的结果。在本文中,我们介绍了该系统的开发细节,从多个菌落收集的数据,以及从我们的一个养蜂场进行的后处理分析。我们的研究结果强调了该系统在监测蜜蜂旅行方面的有效性,捕捉了与它们在蜂群外活动相关的各种行为,这为未来估计觅食距离奠定了基础。
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 去求助
来源期刊
HardwareX
HardwareX Engineering-Industrial and Manufacturing Engineering
CiteScore
4.10
自引率
18.20%
发文量
124
审稿时长
24 weeks
期刊介绍: HardwareX is an open access journal established to promote free and open source designing, building and customizing of scientific infrastructure (hardware). HardwareX aims to recognize researchers for the time and effort in developing scientific infrastructure while providing end-users with sufficient information to replicate and validate the advances presented. HardwareX is open to input from all scientific, technological and medical disciplines. Scientific infrastructure will be interpreted in the broadest sense. Including hardware modifications to existing infrastructure, sensors and tools that perform measurements and other functions outside of the traditional lab setting (such as wearables, air/water quality sensors, and low cost alternatives to existing tools), and the creation of wholly new tools for either standard or novel laboratory tasks. Authors are encouraged to submit hardware developments that address all aspects of science, not only the final measurement, for example, enhancements in sample preparation and handling, user safety, and quality control. The use of distributed digital manufacturing strategies (e.g. 3-D printing) is encouraged. All designs must be submitted under an open hardware license.
期刊最新文献
IoT smartwatch based on open technologies for the collection of thermal comfort data Portable pressure chamber for manual camera-assisted monitoring of leaf water potential A portable low-cost polymerase chain reaction device Low-cost composite autosampler for wastewater sampling ScientISST CORE: A novel hardware development platform for biomedical engineering
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1