This study presents a fast, scalable system for building bioacoustic recognizers in under an hour using pretrained bird acoustic embeddings, active learning, and efficient search enabling ecologists to analyze diverse ecosystems like coral reefs and endangered bird habitats with minimal data and expertise.
Dumoulin, Vincent; Stretcu, Otilia; Hamer, Jenny; Harrell, Lauren; Laber, Rob; Larochelle, Hugo; van Merriënboer, Bart; Navine, Amanda; Hart, Patrick; Williams, Ben; Lamont, Timothy A. C.; Razak, Tries B.; Team, Mars Coral Restoration; Brodie, Sheryn; Doohan, Brendan; Eichinski, Phil; Roe, Paul; Schwarzkopf, Lin; Denton, Tom. 2025-06-10. The Search for Squawk: Agile Modeling in Bioacoustics. https://arxiv.org/abs/2505.03071 (AI & Environment Resource Hub; record paper-313; collection snapshot 2026-09-15).
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Included in the original Scientific Paper collection. Labels below are metadata based suggestions. They are not verified findings, claims of effectiveness, or endorsements.
A paper listing is not a quality assessment. Peer review and findings require source-level confirmation. Source link reachable · checked 2026-09-15. Source identity and required metadata verified. The import date is not the original date added.
Join Nature Forward and AI expert Masheika Allgood for a timely webinar on how data centers affect the health of our local water systems. While data center conversations have focused on the staggering amounts of water that go into the facilities, there hasn't been a study on how the water that is discharged from these facilities impacts overall water system health, until now. Ms. Allgood will share findings from her case study research in Atlanta, GA, revealing what pollutants show up in wastewater discharged from data centers and what those results mean for surrounding communities. You'll learn practical ways to advocate for stronger protections for our water and the people who rely on it.
Source metadata available
Shared topics: Water; Biodiversity and ecosystems; Oceans and coasts; Built environment and infrastructure
Welcome to the core infrastructure of the European Digital Twin Ocean. EDITO offers cutting edge tools to develop digital twins, support science-based decision making, and ensure maximum impact for research and innovation actions across the key objectives of the EU Mission Ocean & Waters: protect biodiversity, stop marine pollution, and support a sustainable blue economy.
EDITOfree
Shared topics: Water; Biodiversity and ecosystems; Oceans and coasts; Built environment and infrastructure
The SLAGREEF project explores the use of slag furnace residues and inert waste to 3D-print artificial reefs, aiming to protect coastal areas and restore marine ecosystems, with ongoing monitoring at the Obsea underwater observatory.
UP Commons
Shared topics: Water; Oceans and coasts; Built environment and infrastructure
We believe that innovation and technological advancement are key to building 21st-century economies in the region. We partner with diverse organizations to fostering economic growth, social progress, and environmental sustainability.
