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Framework for consistent BirdNET detection labelling to prevent biases in downstream community predictions

Passive Acoustic Monitoring (PAM) has become a cost-effective tool in ecological research but generates large volumes of data requiring extensive processing. BirdNET v2.4 is a machine-learning tool that facilitates soundfile analysis by automatically detecting a large number of species within acoust...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Paul Petry, Jonathan Carruthers-Jones, Camille Desjonquères, Mina L. Nesenhöner, Christopher M. Raymond
Format: Artigo
Sprache:Inglês
Veröffentlicht: Elsevier 2026-04-01
Schriftenreihe:Ecological Indicators
Schlagworte:
Ecoacoustics
BirdNET
Confidence threshold
Annotation effort
Bird communities
Community representations
Online-Zugang:http://www.sciencedirect.com/science/article/pii/S1470160X26001949
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