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Research product area: Colony Health

Papers, datasets, models, and field notes are connected into a practical research map for digital beekeeping, from academic references to applied Gratheon experiments.

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Publication Year Institutions
A Multimodal Machine Learning System for Non-Invasive Detection of Varroa destructor Infestations in Honey Bee Colonies2026🇺🇸 Green Valley High School
Acoustic Signatures of Hive: Detecting Queen Bee Absence Through Machine Learning of Short Audio Segments2026🇨🇱 Universidad de Viña del Mar; 🇨🇱 Universidad Técnica Federico Santa María
An Automated AI-Based Vision Inspection System for Bee Mite and Deformed Bee Detection Using YOLO Models2026🇰🇷 Kangwon National University; 🇰🇷 National Institute of Agricultural Sciences; 🇰🇷 Terramolab Ltd.
An intelligent monitoring system for forecasting and anomaly detection in precision beekeeping2026🇫🇷 EFREI Research Lab; 🇫🇷 Université Paris-Panthéon-Assas
Assessing Honey Bee Colony Health Using Temperature Time Series2026🇦🇺 The University of Sydney; 🇦🇺 Macquarie University
BeeVe: Unsupervised Acoustic State Discovery in Honey Bee Buzzing2026🇺🇳 arXiv author-supplied preprint by Hamze Hammami and Nidhal Abdulaziz
Detection and classification of honeybee castes using thermal imaging and deep learning2026🇮🇷 Razi University
Development of Wingbeat-Based Acoustic Health Monitoring System for Bee Colonies2026🇹🇼 National Formosa University
Estimating colony strength and pollination efficiency in honey bees using a novel dataset and deep learning-based models2026🇺🇸 University of Arkansas at Fayetteville; 🇺🇸 Washington State University; 🇺🇸 University of Arkansas System; 🇺🇸 Mississippi State University; 🇺🇸 University of Tennessee at Knoxville
From Hive Sensors to Environmental DNA: Toward a Systems Biology Framework for Honeybee-Based Early Warning of Colony and Ecosystem Health2026🇨🇳 Yangzhou University; 🇸🇦 Imam Mohammad Ibn Saud Islamic University
Improved Monitoring of Honey bee Colony Strength via Audio IoT Sensors, Modulation Tensorgrams and Recurrent Neural Networks2026🇨🇦 Institut national de la recherche scientifique (INRS); 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc.
Interpretable Deep Learning for Varroa Mite Detection: Integrating Deblurring, Morphology-Preserving Preprocessing, and Explainability Analysis2026🇰🇷 Kangwon National University; 🇰🇷 National Institute of Agricultural Sciences
On the Prediction of Varroa Mite Infestations in Honeybee Colonies via Acoustic Monitoring2026🇨🇦 Institut national de la recherche scientifique (INRS); 🇨🇦 Nectar Technologies Inc.; 🇨🇦 Université Laval
STAG-CN: Spatio-Temporal Apiary Graph Convolutional Network for Disease Onset Prediction in Beehive Sensor Networks2026🇰🇷 Korea University
Technical Specification of a Novel Apivoltaic System: Integrating Digital Hive Monitoring with Photovoltaic Energy Systems2026🇷🇴 University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca; 🇷🇴 APIVOLT S.R.L.; 🇮🇹 University of Molise
The Relevance of Compound Events in Bee Traffic Monitoring2026🇵🇷 University of Puerto Rico at Río Piedras
Time-series dataset of honey bee colony dynamics before, during, and after sunflower pollination2026🇺🇦 AmoHive / Ukraine smart-hive deployment
Transforming Beekeeping Through Technology: A Systematic Review of Precision Beekeeping2026🇧🇳 Universiti Brunei Darussalam; 🇱🇰 Uva Wellassa University
An AI-Based Digital Scanner for Varroa destructor Detection in Beekeeping2025🇮🇹 Council for Agricultural Research and Economics (CREA) – Research Centre for Engineering and Agro-Food Processing, Monterotondo; 🇮🇹 Council for Agricultural Research and Economics (CREA) – Research Centre for Agriculture and Environment, Bologna; 🇷🇸 University of Novi Sad
An AI-Based Open-Source Software for Varroa Mite Fall Analysis in Honeybee Colonies2025🇪🇸 University of Zaragoza; 🇪🇸 University of La Rioja; 🇪🇸 University of Valencia
Deep Edge IoT for Acoustic Detection of Queenless Beehives2025🇬🇷 Aristotle University of Thessaloniki
Image-based honey bee larval viral and bacterial diagnosis using machine learning2025🇺🇸 USDA Carl Hayden Bee Research Center; 🇺🇸 University of Arizona; 🇺🇸 Arizona Science Center
Spectral Components of Honey Bee Sound Signals Recorded Inside and Outside the Beehive: An Explainable Machine Learning Approach to Diurnal Pattern Recognition2025🇵🇱 Wrocław University of Science and Technology; 🇵🇱 AGH University of Krakow
Towards Varroa destructor mite detection using a narrow spectra illumination2025🇨🇿 Brno University of Technology
Transformer Models improve the acoustic recognition of buzz-pollinating bee species2025🇧🇷 Universidade Federal de Goiás; 🇺🇸 University of Arizona; 🇨🇱 Universidad Católica del Maule
Current Status and Future Outlooks of Precision Beekeeping Systems and Services2024🇸🇰 Slovak University of Agriculture in Nitra
Honey bulk DNA metagenomic analysis to identify honey biological2024🇪🇪 Celvia CC AS; 🇪🇪 University of Tartu; 🇸🇪 Karolinska University Hospital
IntelliBeeHive: An Automated Honey Bee, Pollen, and Varroa Destructor Monitoring System2024🇺🇸 University of Texas Rio Grande Valley
IoT Embedded Smart Monitoring System with Edge Machine Learning for Beehive Management2024🇷🇴 Bucharest University of Economic Studies; 🇷🇴 National Institute for Research & Development in Informatics
Tracking Varroa Parasitism Using Handheld Infrared Cameras:Is Eusocial Fever the Key?2024🇭🇺 Hungarian University of Agricultureand Life Sciences
Varroa destructor detection on honey bees using hyperspectral imagery2024🇨🇿 Brno University of Technology; 🇫🇮 LUT University
Automated, non-invasive Varroa mite detection by vibrational measurements of gait combined with machine learning2023🇬🇧 Nottingham Trent University
Defined exposure of honey bee colonies to simulated radiofrequency electromagnetic fields (RF-EMF): Negative effects on the homing ability, but not on brood development or longevity2023🇩🇪 University of Hohenheim; 🇩🇪 Karlsruhe Institute of Technology
Detection of Varroa destructor Infestation of Honeybees Based on Segmentation and Object Detection Convolutional Neural Networks2023🇨🇳 Shandong Agriculture University
Honey bees modify plantpollinator network structure2023🇨🇦 University of Alberta
Identifying Queenlessness in Honeybee Hives from Audio Signals Using Machine Learning2023🇬🇧 Kingston University
Recognizing Beehives’ Health Abnormalities Based on Mobile Net Deep Learning Model2023🇪🇬 Egyptian Russian University; 🇪🇬 Cairo University; 🇪🇬 Tanta University; 🇪🇬 Scientific Research Group in Egypt
Varroa Destructor Classification Using Legendre Fourier Moments with Different Color Spaces2023🇲🇽 Universidad Politécnica de Tulancingo
Deep Learning Beehive Monitoring System for Early Detection of the Varroa Mite2022🇬🇷 University of Ioannina
Semi-Supervised Audio Representation Learning for Modeling Beehive Strengths2021🇺🇸 X, the Moonshot Factory; 🇺🇸 Caltech; 🇺🇸 Google; 🇺🇸 University of Wisconsin-Madison; 🇺🇸 Washington State University
Social networks predict the life and death of honeybees2021🇩🇪 Freie Universität Berlin; 🇩🇪 Robert Koch Institute; 🇩🇪 University of Konstanz; 🇺🇸 Auburn University; 🇺🇸 University of Hohenheim
Visual Diagnosis of the Varroa Destructor Parasitic Mite in Honeybees Using Object Detector Techniques2021🇨🇿 Brno University of Technology
Data fusion challenges in precision beekeeping: a review2020🇱🇻 Latvia University of Life Sciences and Technologies
Monitoring System for Remote Bee Colony State Detection2020🇱🇻 Latvia University of Life Sciences and Technologies; 🇮🇩 Universitas Prima Indonesia
The prediction of swarming in honeybee colonies using vibrational spectra2020🇬🇧 Nottingham Trent University; 🇫🇷 l’Institut National de Recherche en Agriculture; 🇧🇪 Centre Apicole de Recherche et d’Information
A Preliminary Study of Image Analysis forParasite Detection on Honey Bees2018🇦🇹 Vienna University of Technology; 🇪🇸 Universidad de Oviedo; 🇪🇸 Universitat de Barcelona
Honeybees on the move - Pollination services and honey production2018🇺🇸 United States Department of Agriculture; 🇺🇸 United States Environmental Protection Agency
Reception and learning of electric fields in bees2013🇩🇪 Freie Universität Berlin
Biodiversity, conservation and current threats to European honeybees2009🇪🇸 Universidad de Murcia; 🇩🇪 Martin-Luther-Universität Halle-Wittenberg; 🇮🇹 CRA-API
Publication Year Institutions
A Multimodal Machine Learning System for Non-Invasive Detection of Varroa destructor Infestations in Honey Bee Colonies2026🇺🇸 Green Valley High School
Acoustic Signatures of Hive: Detecting Queen Bee Absence Through Machine Learning of Short Audio Segments2026🇨🇱 Universidad de Viña del Mar; 🇨🇱 Universidad Técnica Federico Santa María
An Automated AI-Based Vision Inspection System for Bee Mite and Deformed Bee Detection Using YOLO Models2026🇰🇷 Kangwon National University; 🇰🇷 National Institute of Agricultural Sciences; 🇰🇷 Terramolab Ltd.
An intelligent monitoring system for forecasting and anomaly detection in precision beekeeping2026🇫🇷 EFREI Research Lab; 🇫🇷 Université Paris-Panthéon-Assas
Assessing Honey Bee Colony Health Using Temperature Time Series2026🇦🇺 The University of Sydney; 🇦🇺 Macquarie University
BeeVe: Unsupervised Acoustic State Discovery in Honey Bee Buzzing2026🇺🇳 arXiv author-supplied preprint by Hamze Hammami and Nidhal Abdulaziz
Detection and classification of honeybee castes using thermal imaging and deep learning2026🇮🇷 Razi University
Development of Wingbeat-Based Acoustic Health Monitoring System for Bee Colonies2026🇹🇼 National Formosa University
Estimating colony strength and pollination efficiency in honey bees using a novel dataset and deep learning-based models2026🇺🇸 University of Arkansas at Fayetteville; 🇺🇸 Washington State University; 🇺🇸 University of Arkansas System; 🇺🇸 Mississippi State University; 🇺🇸 University of Tennessee at Knoxville
From Hive Sensors to Environmental DNA: Toward a Systems Biology Framework for Honeybee-Based Early Warning of Colony and Ecosystem Health2026🇨🇳 Yangzhou University; 🇸🇦 Imam Mohammad Ibn Saud Islamic University
Improved Monitoring of Honey bee Colony Strength via Audio IoT Sensors, Modulation Tensorgrams and Recurrent Neural Networks2026🇨🇦 Institut national de la recherche scientifique (INRS); 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc.
Interpretable Deep Learning for Varroa Mite Detection: Integrating Deblurring, Morphology-Preserving Preprocessing, and Explainability Analysis2026🇰🇷 Kangwon National University; 🇰🇷 National Institute of Agricultural Sciences
On the Prediction of Varroa Mite Infestations in Honeybee Colonies via Acoustic Monitoring2026🇨🇦 Institut national de la recherche scientifique (INRS); 🇨🇦 Nectar Technologies Inc.; 🇨🇦 Université Laval
STAG-CN: Spatio-Temporal Apiary Graph Convolutional Network for Disease Onset Prediction in Beehive Sensor Networks2026🇰🇷 Korea University
Technical Specification of a Novel Apivoltaic System: Integrating Digital Hive Monitoring with Photovoltaic Energy Systems2026🇷🇴 University of Agricultural Sciences and Veterinary Medicine of Cluj-Napoca; 🇷🇴 APIVOLT S.R.L.; 🇮🇹 University of Molise
The Relevance of Compound Events in Bee Traffic Monitoring2026🇵🇷 University of Puerto Rico at Río Piedras
Time-series dataset of honey bee colony dynamics before, during, and after sunflower pollination2026🇺🇦 AmoHive / Ukraine smart-hive deployment
Transforming Beekeeping Through Technology: A Systematic Review of Precision Beekeeping2026🇧🇳 Universiti Brunei Darussalam; 🇱🇰 Uva Wellassa University
Publication Year Institutions
An AI-Based Digital Scanner for Varroa destructor Detection in Beekeeping2025🇮🇹 Council for Agricultural Research and Economics (CREA) – Research Centre for Engineering and Agro-Food Processing, Monterotondo; 🇮🇹 Council for Agricultural Research and Economics (CREA) – Research Centre for Agriculture and Environment, Bologna; 🇷🇸 University of Novi Sad
An AI-Based Open-Source Software for Varroa Mite Fall Analysis in Honeybee Colonies2025🇪🇸 University of Zaragoza; 🇪🇸 University of La Rioja; 🇪🇸 University of Valencia
Deep Edge IoT for Acoustic Detection of Queenless Beehives2025🇬🇷 Aristotle University of Thessaloniki
Image-based honey bee larval viral and bacterial diagnosis using machine learning2025🇺🇸 USDA Carl Hayden Bee Research Center; 🇺🇸 University of Arizona; 🇺🇸 Arizona Science Center
Spectral Components of Honey Bee Sound Signals Recorded Inside and Outside the Beehive: An Explainable Machine Learning Approach to Diurnal Pattern Recognition2025🇵🇱 Wrocław University of Science and Technology; 🇵🇱 AGH University of Krakow
Towards Varroa destructor mite detection using a narrow spectra illumination2025🇨🇿 Brno University of Technology
Transformer Models improve the acoustic recognition of buzz-pollinating bee species2025🇧🇷 Universidade Federal de Goiás; 🇺🇸 University of Arizona; 🇨🇱 Universidad Católica del Maule
Publication Year Institutions
Current Status and Future Outlooks of Precision Beekeeping Systems and Services2024🇸🇰 Slovak University of Agriculture in Nitra
Honey bulk DNA metagenomic analysis to identify honey biological2024🇪🇪 Celvia CC AS; 🇪🇪 University of Tartu; 🇸🇪 Karolinska University Hospital
IntelliBeeHive: An Automated Honey Bee, Pollen, and Varroa Destructor Monitoring System2024🇺🇸 University of Texas Rio Grande Valley
IoT Embedded Smart Monitoring System with Edge Machine Learning for Beehive Management2024🇷🇴 Bucharest University of Economic Studies; 🇷🇴 National Institute for Research & Development in Informatics
Tracking Varroa Parasitism Using Handheld Infrared Cameras:Is Eusocial Fever the Key?2024🇭🇺 Hungarian University of Agricultureand Life Sciences
Varroa destructor detection on honey bees using hyperspectral imagery2024🇨🇿 Brno University of Technology; 🇫🇮 LUT University
Publication Year Institutions
Automated, non-invasive Varroa mite detection by vibrational measurements of gait combined with machine learning2023🇬🇧 Nottingham Trent University
Defined exposure of honey bee colonies to simulated radiofrequency electromagnetic fields (RF-EMF): Negative effects on the homing ability, but not on brood development or longevity2023🇩🇪 University of Hohenheim; 🇩🇪 Karlsruhe Institute of Technology
Detection of Varroa destructor Infestation of Honeybees Based on Segmentation and Object Detection Convolutional Neural Networks2023🇨🇳 Shandong Agriculture University
Honey bees modify plantpollinator network structure2023🇨🇦 University of Alberta
Identifying Queenlessness in Honeybee Hives from Audio Signals Using Machine Learning2023🇬🇧 Kingston University
Recognizing Beehives’ Health Abnormalities Based on Mobile Net Deep Learning Model2023🇪🇬 Egyptian Russian University; 🇪🇬 Cairo University; 🇪🇬 Tanta University; 🇪🇬 Scientific Research Group in Egypt
Varroa Destructor Classification Using Legendre Fourier Moments with Different Color Spaces2023🇲🇽 Universidad Politécnica de Tulancingo
Publication Year Institutions
Deep Learning Beehive Monitoring System for Early Detection of the Varroa Mite2022🇬🇷 University of Ioannina
Publication Year Institutions
Semi-Supervised Audio Representation Learning for Modeling Beehive Strengths2021🇺🇸 X, the Moonshot Factory; 🇺🇸 Caltech; 🇺🇸 Google; 🇺🇸 University of Wisconsin-Madison; 🇺🇸 Washington State University
Social networks predict the life and death of honeybees2021🇩🇪 Freie Universität Berlin; 🇩🇪 Robert Koch Institute; 🇩🇪 University of Konstanz; 🇺🇸 Auburn University; 🇺🇸 University of Hohenheim
Visual Diagnosis of the Varroa Destructor Parasitic Mite in Honeybees Using Object Detector Techniques2021🇨🇿 Brno University of Technology
Publication Year Institutions
Data fusion challenges in precision beekeeping: a review2020🇱🇻 Latvia University of Life Sciences and Technologies
Monitoring System for Remote Bee Colony State Detection2020🇱🇻 Latvia University of Life Sciences and Technologies; 🇮🇩 Universitas Prima Indonesia
The prediction of swarming in honeybee colonies using vibrational spectra2020🇬🇧 Nottingham Trent University; 🇫🇷 l’Institut National de Recherche en Agriculture; 🇧🇪 Centre Apicole de Recherche et d’Information
Publication Year Institutions
A Preliminary Study of Image Analysis forParasite Detection on Honey Bees2018🇦🇹 Vienna University of Technology; 🇪🇸 Universidad de Oviedo; 🇪🇸 Universitat de Barcelona
Honeybees on the move - Pollination services and honey production2018🇺🇸 United States Department of Agriculture; 🇺🇸 United States Environmental Protection Agency
Publication Year Institutions
Reception and learning of electric fields in bees2013🇩🇪 Freie Universität Berlin
Publication Year Institutions
Biodiversity, conservation and current threats to European honeybees2009🇪🇸 Universidad de Murcia; 🇩🇪 Martin-Luther-Universität Halle-Wittenberg; 🇮🇹 CRA-API