Automated insect detection and biomass monitoring via AI and electrical field sensor technology

Abstract Insects, vital for ecosystem stability, are declining globally necessitating improved monitoring methods. Trap-based approaches are labor-intensive, invasive, and limited in scope. This study therefore presents a novel, automated, non-invasive insect monitoring system that detects atmospher...

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Main Authors: Freja Balmer Odgaard, Páll Vang Kjærbo, Amir Hossein Poorjam, Khaled Hechmi, Rubens Monteiro Luciano, Niels Krebs
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-08-01
Serier:Scientific Reports
Fag:
Insects
Biomass
Insect monitoring
Signal processing
Artificial intelligence
Convolutional neural network
Online adgang:https://doi.org/10.1038/s41598-025-15613-5
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