Decoding the noise: systematic bias in urban acoustic monitoring

Ferrario, Valeria; Alba, Riccardo; Marcolin, Fabio; Brambilla, Giordano; Caprio, Enrico; Chamberlain, Dan

doi:10.5281/zenodo.18630692

Published February 13, 2026 | Version v1

Dataset Open

Decoding the noise: systematic bias in urban acoustic monitoring

Ferrario, Valeria
Alba, Riccardo¹
Marcolin, Fabio
Brambilla, Giordano¹
Caprio, Enrico¹
Chamberlain, Dan

1. University of Turin

This dataset provides an open-access collection of manually selected misclassifications produced by BirdNET during passive acoustic monitoring (PAM) surveys conducted in urban environments in Turin and Florence (Italy) between May and June 2024.

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Species.zip

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Zenodo

License: Creative Commons Attribution 4.0 International

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Created: February 13, 2026
Modified: February 13, 2026

Decoding the noise: systematic bias in urban acoustic monitoring

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Files

Species.zip

Files (134.6 MB)