Artificial intelligence tool learns song of the reef to determine ecosystem health – Cosmos
Coral reefs are among Earths most stunning and biodiverse ecosystems. Yet, due to human-induced climate change resulting in warmer oceans, we are seeing growing numbers of these living habitats dying.
The urgency of the crisis facing coral reefs around the world was highlighted in a recent study that showed that 91% of Australias Great Barrier Reef had experienced coral bleaching in the summer of 202122 due to heat stress from rising water temperatures.
Determining reef health is key to gauging the extent of the problem and developing ways of intervening to save these ecosystems, and a new artificial intelligence (AI) tool has been developed to measure reef health using sound.
Research coming out of the UK is using AI to study the soundscape of Indonesian reefs to determine the health of the ecosystems. The results, published in Ecological Indicators, shows that the AI tool could learn the song of the reef and determine reef health with 92% accuracy.
The findings are being used to track the progress of reef restoration.
More on artificial intelligence: Are machine-learning tools the future of healthcare?
Coral reefs are facing multiple threats, including climate change, so monitoring their health and the success of conservation projects is vital, says lead author Ben Williams of the UKs University of Exeter.
Get an update of science stories delivered straight to your inbox.
One major difficulty is that visual and acoustic surveys of reefs usually rely on labour-intensive methods. Visual surveys are also limited by the fact that many reef creatures conceal themselves, or are active at night, while the complexity of reef sounds has made it difficult to identify reef health using individual recordings.
Our approach to that problem was to use machine learning to see whether a computer could learn the song of the reef. Our findings show that a computer can pick up patterns that are undetectable to the human ear. It can tell us faster, and more accurately, how the reef is doing.
Fish and other creatures make a variety of sounds in coral reefs. While the meaning of many of these calls remains a mystery, the new machine-learning algorithm can distinguish overall between healthy and unhealthy reefs.
Recordings used in the study were taken at theMars Coral Reef Restoration Project, which is restoring heavily damaged reefs in Indonesia.
The studys co-author Dr Tim Lamont, a marine biologist at Lancaster University, said the AI method provides advantages in monitoring coral reefs.
This is a really exciting development, says Lamont. Sound recorders and AI could be used around the world to monitor the health of reefs, and discover whether attempts to protect and restore them are working.
In many cases its easier and cheaper to deploy an underwater hydrophone on a reef and leave it there than to have expert divers visiting the reef repeatedly to survey it, especially in remote locations.
Theres never been a more important time to explain the facts, cherish evidence-based knowledge and to showcase the latest scientific, technological and engineering breakthroughs. Cosmos is published by The Royal Institution of Australia, a charity dedicated to connecting people with the world of science. Financial contributions, however big or small, help us provide access to trusted science information at a time when the world needs it most. Please support us by making a donation or purchasing a subscription today.
Read more:
Artificial intelligence tool learns song of the reef to determine ecosystem health - Cosmos
- The 3 Best Artificial Intelligence (AI) Stocks to Buy in November - The Motley Fool - November 3rd, 2026 [November 3rd, 2026]
- Generative Artificial Intelligence in Clinical Reasoning Education: A Focused Review and Framework - Cureus - November 3rd, 2026 [November 3rd, 2026]
- The 3 Best Artificial Intelligence (AI) Stocks to Buy in November - Yahoo Finance - November 3rd, 2026 [November 3rd, 2026]
- Artificial intelligence and the ballot box - KTVU - November 3rd, 2026 [November 3rd, 2026]
- I asked Artificial Intelligence what it thought of New Jersey - New Jersey 101.5 - November 3rd, 2026 [November 3rd, 2026]
- 3 Genius Artificial Intelligence (AI) Stocks to Buy Hand Over Fist Before Year-End - The Motley Fool - November 3rd, 2026 [November 3rd, 2026]
- Will artificial intelligence make caddies a thing of the past? - Yahoo Sports - November 3rd, 2026 [November 3rd, 2026]
- Maintaining the ITU Artificial Intelligence Resolution - CircleID - November 3rd, 2026 [November 3rd, 2026]
- Artificial Intelligence, Plans for the Future Discussed at 2026 State of the Valley - Rural Radio Network - November 3rd, 2026 [November 3rd, 2026]
- The Artificial Intelligence (AI) Market in Orthopedic Surgery: Examining Demand Patterns and Competitive Landscape - The National Law Review - November 3rd, 2026 [November 3rd, 2026]
- Market Forecast Report on Artificial Intelligence (AI) in Regulatory Affairs Including Segment Analysis - The National Law Review - November 3rd, 2026 [November 3rd, 2026]
- WSCC HumanKind series to explore impact of artificial intelligence - MasonCountyPress.com - November 3rd, 2026 [November 3rd, 2026]
- Taxing artificial intelligence: Whats on the table, and whats at stake - Brookings - November 3rd, 2026 [November 3rd, 2026]
- Artificial Intelligence Technology Solutions Launches Campaign to Expand SARA AI Security Platform Adoption - Yahoo Finance - November 3rd, 2026 [November 3rd, 2026]
- No Bailouts, Just Confiscations: Nationalize The Artificial Intelligence Companies - FOREVER WARS by Spencer Ackerman - November 3rd, 2026 [November 3rd, 2026]
- The artificial intelligence industrys Trump gamble crashes into a new political reality - The Guam Daily Post - November 3rd, 2026 [November 3rd, 2026]
- Trump says he will ban term artificial intelligence - Reuters - November 3rd, 2026 [November 3rd, 2026]
- Breakingviews - COMMENTARY: Artificial intelligence reaches its Napster moment - Reuters - November 3rd, 2026 [November 3rd, 2026]
- The Artificial Intelligence (AI) Facial Skin Analyzer Market is projected to grow at a 10.8% CAGR - EIN News - November 3rd, 2026 [November 3rd, 2026]
- The Artificial Intelligence (AI) Market in Aging and Elderly Care Is Projected to Grow Rapidly at a 23.8% CAGR - EIN News - November 3rd, 2026 [November 3rd, 2026]
- Artificial Intelligence is overthrowing the purpose of schooling. Now what? - New University - November 3rd, 2026 [November 3rd, 2026]
- The Artificial Intelligence (AI) Market in Remote Patient Monitoring Is Projected to Grow at a 23.5% CAGR by 2030 - EIN News - November 3rd, 2026 [November 3rd, 2026]
- CSU Uses Artificial Intelligence to Improve Hail Forecasting - North Forty News - November 3rd, 2026 [November 3rd, 2026]
- Artificial Intelligence (AI) Heart Sound Digital Twin Analytics Market Projected to Reach $1.91 Billion by 2030 - EIN News - November 3rd, 2026 [November 3rd, 2026]
- Steven Spielberg's A.I. ARTIFICIAL INTELLIGENCE to Make 4K UHD Debut in December 2026 - Get Your Comic On - November 3rd, 2026 [November 3rd, 2026]
- Artificial intelligence and the human element - Canadian Institute of Mining, Metallurgy - November 3rd, 2026 [November 3rd, 2026]
- Documentary Review: The AI Doc offers an engaging intro to artificial intelligence, but fails to ask the toughest questions - Northwest Progressive... - November 3rd, 2026 [November 3rd, 2026]
- SATURDAY MORNING WITH CRANKY DON JOE | Larry Introduced Me to Artificial Intelligence, and Now I Have Questions - MinneapoliMedia - October 17th, 2026 [October 17th, 2026]
- USCCB Appoints Charles Camosy to Task Force on Artificial Intelligence - The Catholic University of America - October 17th, 2026 [October 17th, 2026]
- Teenagers turning to artificial intelligence for relationships and advice - NewsNation - October 17th, 2026 [October 17th, 2026]
- Q: What are the biggest threats from artificial intelligence? - KRQE - October 17th, 2026 [October 17th, 2026]
- Anything not tied to artificial intelligence took off this week - CNBC - October 17th, 2026 [October 17th, 2026]
- Regent University Launches New Three-Year Degree in Artificial Intelligence for Spring 2027 - Regent University - October 17th, 2026 [October 17th, 2026]
- Elon Musk's AI company testifies at NYC Council hearing on artificial intelligence safety and regulations - ABC7 New York - October 17th, 2026 [October 17th, 2026]
- Focus - How books are being scanned and destroyed to train artificial intelligence - France 24 - October 17th, 2026 [October 17th, 2026]
- New publication urges skeptical approach to election information produced by artificial intelligence - WRVO - October 17th, 2026 [October 17th, 2026]
- Artificial intelligence values before autonomy - Fast Company - October 17th, 2026 [October 17th, 2026]
- Anthropic warns of self-replicating artificial intelligence models as AI arms race heats up - Fox Business - October 17th, 2026 [October 17th, 2026]
- North Korea has announced their use of artificial intelligence for a "new type" precision-guide torpedo system for target detection and... - October 17th, 2026 [October 17th, 2026]
- Billionaires Are Selling These 6 Artificial Intelligence (AI) Stocks. Should You Follow? - Yahoo Finance - October 17th, 2026 [October 17th, 2026]
- WSU Athletics is using Artificial Intelligence to help tell its story. What does that mean? - Moscow-Pullman Daily News - October 17th, 2026 [October 17th, 2026]
- This Hot Artificial Intelligence IPO Stock Is Down 52%, but It Could Double From Here, According to Wall Street - Yahoo Finance - October 17th, 2026 [October 17th, 2026]
- Artificial intelligence is coming to African schools - African Business - October 17th, 2026 [October 17th, 2026]
- Not Nvidia. Not Micron. This Under-the-Radar Artificial Intelligence (AI) Chip Stock Could Be the Biggest Winner in 2027. - The Motley Fool - October 15th, 2026 [October 15th, 2026]
- What My Son Is Learning From Artificial Intelligence - Greater Good: The Science of a Meaningful Life - October 15th, 2026 [October 15th, 2026]
- Sound Practices for Responsible Adoption of Artificial Intelligence (AI): Overview of consultation responses - Financial Stability Board - October 15th, 2026 [October 15th, 2026]
- Mission adopts policy for artificial intelligence usage in city business - MyRGV.com - October 15th, 2026 [October 15th, 2026]
- Yael Grushka-Cockayne discusses artificial intelligence and future of business education - The Cavalier Daily - October 15th, 2026 [October 15th, 2026]
- The New York Times. . Artificial intelligence has gone from struggling with basic arithmetic to helping solve some of mathematics most famous open... - October 15th, 2026 [October 15th, 2026]
- FSB finalises sound practices for the responsible adoption of artificial intelligence (AI) - Financial Stability Board - October 15th, 2026 [October 15th, 2026]
- Broadcom vs. SK Hynix: Here's What Revenue Trends Tell Investors About These Artificial Intelligence Companies - The Motley Fool - October 15th, 2026 [October 15th, 2026]
- When Artificial Intelligence Becomes the Expert, Who Is Still Thinking? - The Washington Stand - October 15th, 2026 [October 15th, 2026]
- Is artificial intelligence making weather forecasts better? - fox21online.com - October 15th, 2026 [October 15th, 2026]
- High-performance hardware requirements are shifting rapidly as local artificial intelligence tools expand - BNO News - October 15th, 2026 [October 15th, 2026]
- Not Memory. Not Energy. This Is the Biggest Bottleneck in Artificial Intelligence, and These Are the Companies That Can Benefit. - The Motley Fool - October 15th, 2026 [October 15th, 2026]
- How Artificial Intelligence Can Help With Critical Thinking - Greater Good: The Science of a Meaningful Life - October 15th, 2026 [October 15th, 2026]
- What The Tech: How criminals are tricking artificial intelligence platforms - WAKA 8 - October 15th, 2026 [October 15th, 2026]
- Open to AI: Hollywood Is Embracing Artificial Intelligence Tools Despite Doomsday Fears - Variety - October 15th, 2026 [October 15th, 2026]
- Is artificial intelligence making weather forecasts better? - mydailyrecord.com - October 15th, 2026 [October 15th, 2026]
- Apple to launch artificial intelligence for iPhones in China, but agreed to restrictions imposed by authorities Bloomberg - () - October 15th, 2026 [October 15th, 2026]
- Most Americans think artificial intelligence is developing too fast, a new AP-NORC poll finds - The Commercial Dispatch - October 15th, 2026 [October 15th, 2026]
- AI research must drive practical solutions for Namibia Steenkamp Staff Reporter YOUNG researchers have been urged to use artificial intelligence (AI)... - October 15th, 2026 [October 15th, 2026]
- Houston Emergency Physician Discusses the Role of Artificial Intelligence in Emergency Medicine - EIN News - October 15th, 2026 [October 15th, 2026]
- Is artificial intelligence making weather forecasts better? - thedigitalcourier.com - October 15th, 2026 [October 15th, 2026]
- The Surprising Way Artificial Intelligence (AI) Chatbots Are Giving Walmart's Business a Boost - The Motley Fool - October 15th, 2026 [October 15th, 2026]
- Brazil Potash conducts tests with artificial intelligence in a US$2.5 billion project in Amazonas - BNamericas - October 15th, 2026 [October 15th, 2026]
- Latest Research by The Business Research Company, the Global Edge Artificial Intelligence (AI) Processor Market - EIN News - October 15th, 2026 [October 15th, 2026]
- Is artificial intelligence making weather forecasts better? - Ashley County Ledger - October 15th, 2026 [October 15th, 2026]
- Is artificial intelligence making weather forecasts better? - The Herald Palladium - October 15th, 2026 [October 15th, 2026]
- Is artificial intelligence making weather forecasts better? - Iosco County News Herald - October 15th, 2026 [October 15th, 2026]
- Is artificial intelligence making weather forecasts better? - swiowanewssource.com - October 15th, 2026 [October 15th, 2026]
- The Surprising Way Artificial Intelligence (AI) Chatbots Are Giving Walmart's Business a Boost - Yahoo Finance - October 15th, 2026 [October 15th, 2026]
- Kroger to lay off 3,000 corporate employees over 3 years as it leans into artificial intelligence - AP News - October 15th, 2026 [October 15th, 2026]
- AI is being taught how to do your job. Will artificial intelligence replace us, or just change the way we work? - CBS News - October 6th, 2026 [October 6th, 2026]
- The Only 2 Artificial Intelligence (AI) Stocks I'd Buy With $1,000 Today and Never Sell - Yahoo Finance - October 6th, 2026 [October 6th, 2026]
- OPINIONS: How U.Va. should respond to the changing artificial intelligence landscape - The Cavalier Daily - October 6th, 2026 [October 6th, 2026]
- Artificial intelligence: the big bad - The Justice - October 6th, 2026 [October 6th, 2026]
- The Only 2 Artificial Intelligence (AI) Stocks I'd Buy With $1,000 Today and Never Sell - The Motley Fool - October 6th, 2026 [October 6th, 2026]
- California Enacts Laws Regulating Artificial Intelligence in Employment, Healthcare and Biosecurity - Distilled Post - October 6th, 2026 [October 6th, 2026]
- [Webinar] New Trends in Court Reporting: Ethical & Legal Use of Advanced Technology and Artificial Intelligence - JDSupra - October 6th, 2026 [October 6th, 2026]