Ben Williams

Coral restoration alters reef soundscapes but machine learning and manual analyses suggest different recovery rates

This study uses passive acoustic monitoring and two analysis methods to assess how coral restoration affects reef soundscapes, finding differing recovery rates between manual and machine learning approaches.

Accessible AI Enhances Monitoring of Coral Seeding Devices in Reef Restoration

This paper develops machine learning classifiers to detect coral seeding devices in reef imagery, achieving high accuracy with minimal manual annotation.

Evidence of ecosystem process recovery across a large-scale coral reef restoration programme using AI accelerated soundscape analysis

The paper uses AI to analyze soundscape data from coral reef restoration sites to assess ecosystem function recovery across multiple regions.