Celso Henrique de Freitas Parruco

This study validates the use of passive acoustic monitoring with BirdNET+ for detecting threatened birds in tropical forest restoration, showing moderate success but highlighting the need for careful validation.

The paper applies a pre-trained bird vocalisation detection model to global audio datasets, achieving high precision for many species and enabling biodiversity monitoring across multiple spatial and temporal scales.