Исследовательская база

Исследовательские статьи 2023 года

Статьи, датасеты, модели и полевые заметки собраны в визуальную карту знаний, сохраняя глубокую структуру раздела.

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Статьи по темам

Акустика и звук

Identifying Queenlessness in Honeybee Hives from Audio Signals Using Machine Learning - 🇬🇧 Kingston University

Поведение пчёл

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 - 🇺🇸 Utah State University
Approximation of functions determining colony activity using neural networks. Master thesis - 🇨🇿 Brno University of Technology
Comparing weight dynamics between urban and rural honeybee colonies in Latvia - 🇱🇻 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 - 🇩🇪 University of Hohenheim; 🇩🇪 Karlsruhe Institute of Technology
Honey bees modify plantpollinator network structure - 🇨🇦 University of Alberta
Identifying Queenlessness in Honeybee Hives from Audio Signals Using Machine Learning - 🇬🇧 Kingston University
Precision Monitoring of Honey Bee (Hymenoptera: Apidae) Activity and Pollen Diversity during Pollination to EvaluateColony Health - 🇦🇺 La Trobe University
The Be-Hive Project - Counting Bee Traffic based on Deep Learning and Pose Estimation - 🇨🇾 CYENS Centre of Excellence; 🇨🇾 Cyprus University of Technology; 🇳🇱 University of Twente

Компьютерное зрение

Accuracy vs. Energy: An Assessment of Bee Object Inference inVideos from On-Hive Video Loggers with YOLOv3,YOLOv4-Tiny, and YOLOv7-Tiny - 🇺🇸 Utah State University
Approximation of functions determining colony activity using neural networks. Master thesis - 🇨🇿 Brno University of Technology
BeeNet: An End-To-End Deep Network For Bee Surveillance - 🇦🇺 Australian National University; 🇧🇩 BRAC University; 🇦🇺 Curtin University; 🇦🇺 Commonwealth Scientific and Industrial Research Organisation
Detection of Varroa destructor Infestation of Honeybees Based on Segmentation and Object Detection Convolutional Neural Networks - 🇨🇳 Shandong Agriculture University
Labeled dataset for bee detection and direction estimation on entrance to beehive - 🇱🇹 Vilnius Gediminas Technical University
Machine Learning and Computer Vision Techniques in Continuous Beehive Monitoring Applications: A Survey - 🇨🇿 Brno University of Technology
Pollinators as Data Collectors: Estimating Floral Diversity with Bees and Computer Vision - 🇩🇪 Karlsruhe Institute of Technology; 🇩🇪 apic.ai GmbH
Precision Monitoring of Honey Bee (Hymenoptera: Apidae) Activity and Pollen Diversity during Pollination to EvaluateColony Health - 🇦🇺 La Trobe University
Raspberry Pi Bee Health Monitoring Device - 🇨🇿 Brno University of Technology
The Be-Hive Project - Counting Bee Traffic based on Deep Learning and Pose Estimation - 🇨🇾 CYENS Centre of Excellence; 🇨🇾 Cyprus University of Technology; 🇳🇱 University of Twente
Varroa Destructor Classification Using Legendre Fourier Moments with Different Color Spaces - 🇲🇽 Universidad Politécnica de Tulancingo

Датасеты и бенчмарки

BeeNet: An End-To-End Deep Network For Bee Surveillance - 🇦🇺 Australian National University; 🇧🇩 BRAC University; 🇦🇺 Curtin University; 🇦🇺 Commonwealth Scientific and Industrial Research Organisation
Labeled dataset for bee detection and direction estimation on entrance to beehive - 🇱🇹 Vilnius Gediminas Technical University

Edge AI и энергопотребление

Accuracy vs. Energy: An Assessment of Bee Object Inference inVideos from On-Hive Video Loggers with YOLOv3,YOLOv4-Tiny, and YOLOv7-Tiny - 🇺🇸 Utah State University

IoT-датчики

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 - 🇺🇸 Utah State University
Bee colony remote monitoring based on IoT using ESP-NOW protocol - 🇱🇻 Latvia University of Life Sciences and Technologies
Comparing weight dynamics between urban and rural honeybee colonies in Latvia - 🇱🇻 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 - 🇩🇪 University of Hohenheim; 🇩🇪 Karlsruhe Institute of Technology
HiveLink - IoT based Smart Bee Hive MonitoringSystem - 🇮🇳 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 - 🇮🇹 University of Tuscia; 🇮🇹 University of Napoli Federico II
Raspberry Pi Bee Health Monitoring Device - 🇨🇿 Brno University of Technology

Экология опыления

Honey bees modify plantpollinator network structure - 🇨🇦 University of Alberta
Importance of GIS solutions for beekeepers: a review - 🇱🇻 Latvia University of Life Sciences and Technologies
Pollinators as Data Collectors: Estimating Floral Diversity with Bees and Computer Vision - 🇩🇪 Karlsruhe Institute of Technology; 🇩🇪 apic.ai GmbH
Precision Monitoring of Honey Bee (Hymenoptera: Apidae) Activity and Pollen Diversity during Pollination to EvaluateColony Health - 🇦🇺 La Trobe University

Обзоры и систематические обзоры

Importance of GIS solutions for beekeepers: a review - 🇱🇻 Latvia University of Life Sciences and Technologies
Machine Learning and Computer Vision Techniques in Continuous Beehive Monitoring Applications: A Survey - 🇨🇿 Brno University of Technology
Precision Beekeeping Systems: State of the Art, Pros and Cons, and Their Application as Tools for Advancing theBeekeeping Sector - 🇮🇹 University of Tuscia; 🇮🇹 University of Napoli Federico II

Варроа и здоровье

Detection of Varroa destructor Infestation of Honeybees Based on Segmentation and Object Detection Convolutional Neural Networks - 🇨🇳 Shandong Agriculture University
Varroa Destructor Classification Using Legendre Fourier Moments with Different Color Spaces - 🇲🇽 Universidad Politécnica de Tulancingo