| A Hall-Effect Sensor-Based Queen Bee Detection System – a Proof of Concept | 2026 | 🇵🇱 AGH University of Krakow; 🇵🇱 Wrocław University of Science and Technology |
| A Multimodal Machine Learning System for Non-Invasive Detection of Varroa destructor Infestations in Honey Bee Colonies | 2026 | 🇺🇸 Green Valley High School |
| Adaptive Measurement Noise for Robust Kalman Filtering in Smart Beehive Telemetry | 2026 | 🇬🇧 University of Westminster; 🇲🇾 Technical University of Malaysia Malacca; 🇫🇮 University of Oulu |
| An intelligent monitoring system for forecasting and anomaly detection in precision beekeeping | 2026 | 🇫🇷 EFREI Research Lab; 🇫🇷 Université Paris-Panthéon-Assas |
| Assessing Honey Bee Colony Health Using Temperature Time Series | 2026 | 🇦🇺 The University of Sydney; 🇦🇺 Macquarie University |
| Development of Wingbeat-Based Acoustic Health Monitoring System for Bee Colonies | 2026 | 🇹🇼 National Formosa University |
| From Hive Sensors to Environmental DNA: Toward a Systems Biology Framework for Honeybee-Based Early Warning of Colony and Ecosystem Health | 2026 | 🇨🇳 Yangzhou University; 🇸🇦 Imam Mohammad Ibn Saud Islamic University |
| STAG-CN: Spatio-Temporal Apiary Graph Convolutional Network for Disease Onset Prediction in Beehive Sensor Networks | 2026 | 🇰🇷 Korea University |
| Time-series dataset of honey bee colony dynamics before, during, and after sunflower pollination | 2026 | 🇺🇦 AmoHive / Ukraine smart-hive deployment |
| Transforming Beekeeping Through Technology: A Systematic Review of Precision Beekeeping | 2026 | 🇧🇳 Universiti Brunei Darussalam; 🇱🇰 Uva Wellassa University |
| A Survey of TinyML Applications in Beekeeping for Hive Monitoring and Management | 2025 | 🇦🇺 University of Technology Sydney; 🇦🇺 BeeSTAR |
| Apis mellifera Bee Verification with IoT and Graph Neural Network | 2025 | 🇲🇽 Instituto Tecnológico El Llano Aguascalientes |
| Beekeeping in the digital age: prospects and pitfalls of hive sensors in commercial beekeeping | 2025 | 🇦🇺 University of Melbourne; 🇦🇺 La Trobe University; 🇦🇺 ANU Research School of Biology |
| Buzzing with Intelligence: A Systematic Review of Smart Beehive Technologies | 2025 | 🇭🇷 University of Split |
| Deep Edge IoT for Acoustic Detection of Queenless Beehives | 2025 | 🇬🇷 Aristotle University of Thessaloniki |
| IoT and Machine Learning Techniques for Precision Beekeeping:A Review | 2025 | 🇺🇬 Makerere University; 🇹🇿 Dar es Salaam Institute of Technology |
| Queen Detection in Beehives via Environmental Sensor Fusion for Low-Power Edge Computing | 2025 | 🇨🇭 Institute of Neuroinformatics, University of Zurich and ETH Zurich; 🇨🇭 Digital Society Initiative, University of Zurich |
| Spectral Components of Honey Bee Sound Signals Recorded Inside and Outside the Beehive: An Explainable Machine Learning Approach to Diurnal Pattern Recognition | 2025 | 🇵🇱 Wrocław University of Science and Technology; 🇵🇱 AGH University of Krakow |
| UrBAN: Urban Beehive Acoustics and PheNotyping Dataset | 2025 | 🇨🇦 Institut National de la Recherche Scientifique; 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc. |
| WaggleNet: A LoRa and MQTT-Based Monitoring System for Internal and External Beehive Conditions | 2025 | 🇰🇷 Kyonggi University; 🇰🇷 Hallym University; 🇰🇷 Jeonbuk National University; 🇺🇸 Purdue University |
| Advances in Beehive Monitoring Systems: Low-Cost Integrating Sensor Technology for Improved Apiculture Management | 2024 | 🇷🇴 Research and Development Institute for Wildlife and Mountain Resources Miercurea Ciuc; 🇷🇴 Sapientia Hungarian University of Transylvania; 🇷🇴 National Institute for Research and Development in Environmental Protection; 🇷🇴 National Institute for Research and Development in Forestry Marin Dracea |
| Beehive Smart Detector Device for the Detection of CriticalConditions That Utilize Edge Device Computations and DeepLearning Inferences | 2024 | 🇬🇷 University of Ioannina |
| Current Status and Future Outlooks of Precision Beekeeping Systems and Services | 2024 | 🇸🇰 Slovak University of Agriculture in Nitra |
| Intelligent beehive monitoring system based on internet of things and colony state analysis | 2024 | 🇲🇾 Universiti Teknologi MARA; 🇨🇳 Peking University Shenzhen Graduate School; 🇨🇳 Xiamen University; 🇨🇳 Fujian Agriculture And Forestry University; 🇨🇳 Quanzhou University of Information Engineering |
| Internet of Things Smart Beehive Network: Homogeneous Data,Modeling, and Forecasting the Honey Robbing Phenomenon | 2024 | 🇵🇱 Warsaw University of Life Sciences |
| IoT Embedded Smart Monitoring System with Edge Machine Learning for Beehive Management | 2024 | 🇷🇴 Bucharest University of Economic Studies; 🇷🇴 National Institute for Research & Development in Informatics |
| MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees | 2024 | 🇨🇦 Institut National de la Recherche Scientifique; 🇨🇦 Université Laval; 🇨🇦 Nectar Technologies Inc. |
| The Use of Products with a Monitoring System for Remote Bee Detection in Beekeeping in Czechia | 2024 | 🇨🇿 Brno University of Technology |
| Tracking Varroa Parasitism Using Handheld Infrared Cameras:Is Eusocial Fever the Key? | 2024 | 🇭🇺 Hungarian University of Agricultureand Life Sciences |
| Ambient Electromagnetic Radiation as a Predictor of Honey Bee (Apis mellifera) Traffic in Linear and Non-Linear Regression: Numerical Stability, Physical Time and Energy Efficiency | 2023 | 🇺🇸 Utah State University |
| Automated, non-invasive Varroa mite detection by vibrational measurements of gait combined with machine learning | 2023 | 🇬🇧 Nottingham Trent University |
| Bee colony remote monitoring based on IoT using ESP-NOW protocol | 2023 | 🇱🇻 Latvia University of Life Sciences and Technologies |
| Comparing weight dynamics between urban and rural honeybee colonies in Latvia | 2023 | 🇱🇻 Latvia University of Life Sciences and Technologies |
| 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 longevity | 2023 | 🇩🇪 University of Hohenheim; 🇩🇪 Karlsruhe Institute of Technology |
| HiveLink – IoT based Smart Bee Hive MonitoringSystem | 2023 | 🇮🇳 St. Joseph Engineering College; 🇮🇳 Canara Engineering College |
| Precision Beekeeping Systems: State of the Art, Pros and Cons, and Their Application as Tools for Advancing theBeekeeping Sector | 2023 | 🇮🇹 University of Tuscia; 🇮🇹 University of Napoli Federico II |
| Raspberry Pi Bee Health Monitoring Device | 2023 | 🇨🇿 Brno University of Technology |
| Digital Transformation of Beekeeping through the Use of a Decision Making Architecture | 2022 | 🇫🇷 Efrei Research Lab; 🇫🇷 PSL University |
| Evaluation of the honey bee colonies weight gain during theintensive foraging period | 2022 | 🇱🇻 Latvia University of Life Sciences and Technologies |
| Impact of the Precision Beekeeping on the Living Environment | 2022 | 🇷🇸 University of Niš; 🇷🇸 Belgrade Metropolitan University |
| Integration of Scales and Cameras in Nondisruptive ElectronicBeehive Monitoring: On the Within-Day Relationship of HiveWeight and Traffic in Honeybee (Apis mellifera) Colonies in Langstroth Hives in Tucson, Arizona, USA | 2022 | 🇺🇸 Utah State University |
| Smart Beehive Monitoring for Remote Regions - PhD thesis | 2022 | 🇦🇺 University of Western Australia |
| Audio, Image, Video, and Weather Datasets for Continuous Electronic Beehive Monitoring | 2021 | 🇺🇸 Utah State University |
| Janus: A Combined Radar and Vibration Sensor for Beehive Monitoring | 2021 | 🇺🇸 University of Maine |
| Self-Powered Smart Beehive Monitoring and Control System (SBMaCS) | 2021 | 🇷🇼 University of Rwanda; 🇿🇲 Copperbelt University; 🇷🇼 National Council of Science and Technology |
| Semi-Supervised Audio Representation Learning for Modeling Beehive Strengths | 2021 | 🇺🇸 X, the Moonshot Factory; 🇺🇸 Caltech; 🇺🇸 Google; 🇺🇸 University of Wisconsin-Madison; 🇺🇸 Washington State University |
| Toward an intelligent and efficient beehive: A survey of precision beekeeping systems and services | 2021 | 🇫🇷 aivancity School for Technology; 🇫🇷 Université de Lyon |
| A Smart Sensor-Based Measurement System for Advanced Bee Hive Monitoring | 2020 | 🇮🇹 Università Politecnica delle Marche |
| Analysis of Energy Consumption in a Precision Beekeeping System | 2020 | 🇫🇷 emlyon business school; 🇫🇷 Inria; 🇫🇷 École Normale Supérieure de Lyon; 🇫🇷 Université Claude Bernard Lyon 1; 🇫🇷 CNRS LIP |
| Data fusion challenges in precision beekeeping: a review | 2020 | 🇱🇻 Latvia University of Life Sciences and Technologies |
| Model for the bee apiary location evaluation | 2020 | 🇱🇻 Latvia University of Life Sciences and Technologies; 🇩🇪 Humboldt University of Berlin |
| Monitoring System for Remote Bee Colony State Detection | 2020 | 🇱🇻 Latvia University of Life Sciences and Technologies; 🇮🇩 Universitas Prima Indonesia |
| Precision Apiculture – IoT System for Remote Monitoring of Honeybee Colonies | 2020 | 🇲🇰 Ss. Cyril and Methodius University |
| Application of Data Layering in Precision Beekeeping: The Concept | 2019 | 🇱🇻 Latvia University of Life Sciences and Technologies |
| Automated monitoring of bee behaviour using connected hives: Towards a computational apidology | 2019 | 🇫🇷 CNRS Research Center on Animal Cognition; 🇫🇷 Université Toulouse III - Paul Sabatier |
| Modular sensory hardware and data processing solution forimplementation of the precision beekeeping | 2019 | 🇱🇻 Latvia University of Life Sciences and Technologies; 🇩🇪 University of Kassel |
| myBee: An Information System for Precision Beekeeping | 2017 | 🇧🇷 State University of Maringá; 🇧🇷 Federal University of Rio de Janeiro |
| Solution for automated bee colony weight monitoring | 2017 | 🇱🇻 Latvia University of Agriculture |
| Honey Bee Colonies Remote Monitoring System | 2016 | 🇪🇸 University of Córdoba |
| Application of continuous monitoring of honeybee colonies | 2015 | 🇺🇸 USDA Agricultural Research Service; 🇩🇰 Aarhus University |
| Reception and learning of electric fields in bees | 2013 | 🇩🇪 Freie Universität Berlin |
