Reliable biodiversity monitoring requires long-duration observations that conventional field surveys cannot always provide.
Amazonas-Acoustic-V2 publishes carefully documented recordings, baseline classifiers, and known limitations so that the dataset can be reused responsibly.
Community review and local stewardship are embedded in the release process.
Research implications
This work is published to support replication, constructive critique, and responsible application. Research partners may contact GSAI for methods, collaboration, and accessible formats.