Spectral Components of Honey Bee Sound Signals Recorded Inside and Outside the Beehive: An Explainable Machine Learning Approach to Diurnal Pattern Recognition

Spectral Components of Honey Bee Sound Signals Recorded Inside and Outside the Beehive: An Explainable Machine Learning Approach to Diurnal Pattern Recognition

This study investigates the impact of microphone placement on honey bee audio monitoring for time-of-day classification, a key step toward automated activity monitoring and anomaly detection. Recognizing the time-dependent nature of bee behavior, we aimed to establish a baseline diurnal pattern reco...

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Bibliographic Details
Main Authors: Piotr Książek, Urszula Libal, Aleksandra Król-Nowak
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
honey bee sound
acoustic sensing
beehive acoustic monitoring
machine learning
precision apiculture
spectral analysis
Online Access:https://www.mdpi.com/1424-8220/25/14/4424
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