ArticlePhilosophical transactions of the Royal Society of London. Series B, Biological sciences2024
Towards acoustic monitoring of bees: wingbeat sounds are related to species and individual traits.
Article in Philosophical transactions of the Royal Society of London. Series B, Biological sciences, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Towards Acoustic Bioindicator Integration in AI-Based Wildfire Monitoring: A Systematic Review.Sensors (Basel, Switzerland) · 2026Pooled it
- Biodiversity isn't measured in tons: Making sense of nature in the context of sustainable agriculture.Ecological applications : a publication of the Ecological Society of America · 2026Review
- A finely annotated dataset for the automated acoustic identification of European Orthoptera and Cicadidae.Scientific data · 2026Article
- Life under leaves: substrate-borne vibrations provide a window into the behavior and ecology of two miniaturized geckos.Oecologia · 2025Article
- Acoustic monitoring for tropical insect conservation.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025Review
- Emerging technologies in citizen science and potential for insect monitoring.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Article
- Towards a toolkit for global insect biodiversity monitoring.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Article
- Towards acoustic monitoring of bees: wingbeat sounds are related to species and individual traits.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Global pollinator decline urgently requires effective methods to assess their trends, distribution and behaviour. Passive acoustics is a non-invasive and cost-efficient monitoring tool increasingly employed for monitoring animal communities. However, insect sounds remain highly unexplored, hindering the application of this technique for pollinators. To overcome this shortfall and support future developments, we recorded and characterized wingbeat sounds of a variety of Iberian domestic and wild bees and tested their relationship with taxonomic, morphological, behavioural and environmental traits at inter- and intra-specific levels. Using directional microphones and machine learning, we shed light on the acoustic signature of bee wingbeat sounds and their potential to be used for species identification and monitoring. Our results revealed that frequency of wingbeat sounds is negatively related with body size and environmental temperature (between-species analysis), while it is positively related with experimentally induced stress conditions (within-individual analysis). We also found a characteristic acoustic signature in the European honeybee that supported automated classification of this bee from a pool of wild bees, paving the way for passive acoustic monitoring of pollinators. Overall, these findings confirm that insect sounds during flight activity can provide insights on individual and species traits, and hence suggest novel and promising applications for this endangered animal group. This article is part of the theme issue 'Towards a toolkit for global insect biodiversity monitoring'.
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