Automated beehive acoustics monitoring: A comprehensive review of the literature and recommendations for future work

M Abdollahi, P Giovenazzo, TH Falk - Applied Sciences, 2022 - mdpi.com
Bees play an important role in agriculture and ecology, and their pollination efficiency is
essential to the economic profitability of farms. The drastic decrease in bee populations …

[HTML][HTML] Recent developments on precision beekeeping: A systematic literature review

M Alleri, S Amoroso, P Catania, GL Verde… - Journal of Agriculture …, 2023 - Elsevier
The aim of this systematic review was to point out the current state of precision beekeeping
and to draw implications for future studies. Precision beekeeping is defined as an apiary …

Empirical Analysis of Honeybees Acoustics as Biosensors Signals for Swarm Prediction in Beehives

K Iqbal, B Alabdullah, N Al Mudawi, A Algarni… - Ieee …, 2024 - ieeexplore.ieee.org
Honeybees play a vital role in preservation of an healthy environment. Bees not only provide
pollination services but also produce honey, beeswax, and royal jelly. Beekeeping has a …

[HTML][HTML] Acoustic and vibration monitoring of honeybee colonies for beekeeping-relevant aspects of presence of queen bee and swarming

C Uthoff, MN Homsi, M von Bergen - Computers and Electronics in …, 2023 - Elsevier
Honeybees are social insects that use a range of signals and cues to communicate with one
another. While many of these communications have been identified and studied, the use of …

Applicability of VGGish embedding in bee colony monitoring: comparison with MFCC in colony sound classification

N Di, MZ Sharif, Z Hu, R Xue, B Yu - PeerJ, 2023 - peerj.com
Background Bee colony sound is a continuous, low-frequency buzzing sound that varies
with the environment or the colony's behavior and is considered meaningful. Bees use …

[HTML][HTML] The importance of context awareness in acoustics-based automated beehive monitoring

M Abdollahi, E Henry, P Giovenazzo, TH Falk - Applied Sciences, 2022 - mdpi.com
The vital role of honeybees in pollination and their high rate of mortality in the last decade
have raised concern among beekeepers and researchers alike. As such, robust and remote …

Comparative study of machine learning models for bee colony acoustic pattern classification on low computational resources

A Robles-Guerrero, T Saucedo-Anaya… - Sensors, 2023 - mdpi.com
In precision beekeeping, the automatic recognition of colony states to assess the health
status of bee colonies with dedicated hardware is an important challenge for researchers …

Janus: A combined radar and vibration sensor for beehive monitoring

HM Aumann, MK Aumann… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
A novel beehive monitoring sensor with two faces is described. This sensor is attached to
the outside of a hive, near the hive entrance. The outward-looking sensor is a 24-GHz …

IoT and AI Systems for Enhancing Bee Colony Strength in Precision Beekeeping: A Survey and Future Research Directions

K Jeong, H Oh, Y Lee, H Seo, G Cho… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Bees play a crucial role in human food production and ecosystem maintenance. However,
they face a global crisis characterized by significant population decline, including colony …

[HTML][HTML] Convolutional Neural Networks for Real Time Classification of Beehive Acoustic Patterns on Constrained Devices

A Robles-Guerrero, S Gómez-Jiménez… - Sensors, 2024 - mdpi.com
Recent research has demonstrated the effectiveness of convolutional neural networks
(CNN) in assessing the health status of bee colonies by classifying acoustic patterns …