A citizen science platform to sample beehive sounds for monitoring ANSP

被引:0
作者
Yu, Baizhong [1 ,2 ]
Huang, Xinqiu [3 ]
Sharif, Muhammad Zahid [1 ,2 ]
Di, Nayan [1 ,2 ]
Liu, Fanglin [1 ,2 ]
机构
[1] Chinese Acad Sci, Anhui Inst Opt & Fine Mech, Hefei Inst Phys Sci, Hefei 230031, Peoples R China
[2] Univ Sci & Technol China, Hefei 230027, Peoples R China
[3] Yunnan Acad Agr Sci, Sericulture & Apiculture Res Inst, Mengzi 661100, Peoples R China
关键词
Beehive sound; Citizen science; Agricultural nonpoint source pollution; Machine learning; POLLUTION; HONEYBEES; HEALTH;
D O I
10.1016/j.jenvman.2025.124247
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Honey bees usually produce particular sound when they are exposed to air pollution. Based on this principle, we create a citizen science platform to monitor Agricultural Nonpoint Source Pollution (ANSP) based on beehive sounds. Here we show the basic functions of the platform, and illustrate its workflow: sampling and uploading data by beekeepers, automated detection of target compounds from beehive sound recordings, and the outcome of which can be analysed with respect to the motivating management objective. With such a comprehensive platform for moving from raw data collection to analysis, ANSP monitoring programs will be greatly improved in to systematically characterize ecological processes and inform management decisions. Future endeavors will concentrate on fostering collaboration between public participants and scientists to facilitate automated detection of target compounds.
引用
收藏
页数:9
相关论文
共 50 条
[21]   The role of citizen science in monitoring biodiversity in Ireland [J].
Donnelly, Alison ;
Crowe, Olivia ;
Regan, Eugenie ;
Begley, Sinead ;
Caffarra, Amelia .
INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 2014, 58 (06) :1237-1249
[22]   Engaging with Nature Sounds & Citizen Science by Designing for Creative & Contextual Audio Encounters [J].
Oliver, Jessica L. ;
Turkay, Selen ;
Brereton, Margot ;
Watson, David M. ;
Roe, Paul .
CHI '21: PROCEEDINGS OF THE 2021 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2021,
[23]   Development and Implementation of a Platform for Public Information on Air Quality, Sensor Measurements, and Citizen Science [J].
Wesseling, Joost ;
de Ruiter, Henri ;
Blokhuis, Christa ;
Drukker, Derko ;
Weijers, Ernie ;
Volten, Hester ;
Vonk, Jan ;
Gast, Lou ;
Voogt, Marita ;
Zandveld, Peter ;
van Ratingen, Sjoerd ;
Tielemans, Erik .
ATMOSPHERE, 2019, 10 (08)
[24]   Zooniverse: Observing the World's Largest Citizen Science Platform [J].
Simpson, Robert ;
Page, Kevin R. ;
De Roure, David .
WWW'14 COMPANION: PROCEEDINGS OF THE 23RD INTERNATIONAL CONFERENCE ON WORLD WIDE WEB, 2014, :1049-1054
[25]   American Gut: an Open Platform for Citizen Science Microbiome Research [J].
McDonald, Daniel ;
Hyde, Embriette ;
Debelius, Justine W. ;
Morton, James T. ;
Gonzalez, Antonio ;
Ackermann, Gail ;
Aksenov, Alexander A. ;
Behsaz, Bahar ;
Brennan, Caitriona ;
Chen, Yingfeng ;
Goldasich, Lindsay DeRight ;
Dorrestein, Pieter C. ;
Dunn, Robert R. ;
Fahimipour, Ashkaan K. ;
Gaffney, James ;
Gilbert, Jack A. ;
Gogu, Grant ;
Green, Jessica L. ;
Hugenholtz, Philip ;
Humphrey, Greg ;
Huttenhower, Curtis ;
Jackson, Matthew A. ;
Janssen, Stefan ;
Jeste, Dilip V. ;
Jiang, Lingjing ;
Kelley, Scott T. ;
Knights, Dan ;
Kosciolek, Tomasz ;
Ladau, Joshua ;
Leach, Jeff ;
Marotz, Clarisse ;
Meleshko, Dmitry ;
Melnik, Alexey V. ;
Metcalf, Jessica L. ;
Mohimani, Hosein ;
Montassier, Emmanuel ;
Navas-Molina, Jose ;
Nguyen, Tanya T. ;
Peddada, Shyamal ;
Pevzner, Pavel ;
Pollard, Katherine S. ;
Rahnavard, Gholamali ;
Robbins-Pianka, Adam ;
Sangwan, Naseer ;
Shorenstein, Joshua ;
Smarr, Larry ;
Song, Se Jin ;
Spector, Timothy ;
Swafford, Austin D. ;
Thackray, Varykina G. .
MSYSTEMS, 2018, 3 (03)
[26]   Design and implementation of a platform for the citizen science project migraine radar [J].
Wogenstein, Florian ;
Gaul, Charly ;
Kropp, Peter ;
Scheidt, Joerg ;
Siebenhaar, Yannic ;
Drescher, Johannes .
IT-INFORMATION TECHNOLOGY, 2018, 60 (01) :11-19
[27]   Monitoring protected areas by integrating machine learning, remote sensing and citizen science [J].
van Der Plas, Thijs L. ;
Alexander, David G. ;
Pocock, Michael J. O. .
ECOLOGICAL SOLUTIONS AND EVIDENCE, 2025, 6 (02)
[28]   Can citizen science inform science? Evaluating the results of the Bellingen Riverwatch citizen science program and a complimentary government monitoring program [J].
Dickson, Adrian ;
Belmer, Nakia ;
Denshire, Amy ;
Garland, Ingrid ;
Lennox, Sue ;
Ruming, Shane ;
Lawler, Dominic ;
Wethered, Adam .
FRONTIERS IN ENVIRONMENTAL SCIENCE, 2024, 11
[29]   From citizen science to citizen action: analysing the potential for a digital platform to cultivate attachments to nature [J].
Sharma, Nirwan ;
Greaves, Sam ;
Siddharthan, Advaith ;
Anderson, Helen B. ;
Robinson, Annie ;
Colucci-Gray, Laura ;
Wibowo, Agung Toto ;
Bostock, Helen ;
Salisbury, Andrew ;
Roberts, Stuart ;
Slawson, David ;
van der Wal, Rene .
JCOM-JOURNAL OF SCIENCE COMMUNICATION, 2019, 18 (01)
[30]   Testing a citizen science water monitoring approach in Tunisia [J].
Fehri, Raed ;
Khlifi, Slaheddine ;
Vanclooster, Marnik .
ENVIRONMENTAL SCIENCE & POLICY, 2020, 104 :67-72