

Metaverse
AI can catalogue a forest’s inhabitants simply by listening – Crypto News
The rainforests are alive with the sound of animals. Besides the pleasure of the din, it is also useful to ecologists. If you want to measure the biodiversity of a piece of land, listening out for animal calls is much easier than grubbing about in the undergrowth looking for tracks or spoor. But such “bioacoustic analysis” is still time-consuming, and it requires an expert pair of ears.
In a paper published on October 17th in Nature Communications, a group of researchers led by Jörg Müller, an ecologist at the University of Würzburg, describe a better way: have a computer do the job. Smartphone apps already exist that will identify birds, bats or mammals simply by listening to the sounds they make. Their idea was to apply the principle to conservation work.
The researchers took recordings from across 43 sites in the Ecuadorean rainforest. Some sites were relatively pristine, old-growth forest. Others were areas that had recently been cleared for pasture or cacao planting. And some had been cleared but then abandoned, allowing the forest to regrow.
Sound recordings were taken four times every hour, over two weeks. The various calls were identified manually by an expert, and then used to construct a list of the species present. As expected, the longer the land had been free from agricultural activity, the greater the biodiversity it hosted.
Then it was the computer’s turn. The researchers fed their recordings to artificial-intelligence models that had been trained, using sound samples from elsewhere in Ecuador, to identify 75 bird species from their calls. “We found that the AI tools could identify the sounds as well as the experts,” says Dr Müller.
Of course, not everything in a rainforest makes a noise. Dr Müller and his colleagues used light-traps to capture night-flying insects, and DNA analysis to identify them. Reassuringly, they found that the diversity of noisy animals was a reliable proxy for the diversity of the quieter ones, too.
The results may have relevance outside ecology departments, too. Under pressure from their customers, firms such as L’Oreal, a make-up company, and Shell, an oil firm, have been spending money on forest restoration projects around the world. Dr Müller hopes that an automated approach to checking on the results could help monitor such efforts, and give a standardised way to measure whether they are working as well as their sponsors say.
Curious about the world? To enjoy our mind-expanding science coverage, sign up to Simply Science, our weekly subscriber-only newsletter.
© 2023, The Economist Newspaper Limited. All rights reserved. From The Economist, published under licence. The original content can be found on www.economist.com
-
Business6 days ago
PYMNTS’ Summer of Big Quotes, From Tariffs to Trust Codes – Crypto News
-
Cryptocurrency1 week ago
South Korea Busts Hacking Syndicate After Multi-Million Dollar Crypto Losses – Crypto News
-
Cryptocurrency1 week ago
A Stable Investment Backed by Real-World Assets – Crypto News
-
De-fi1 week ago
Stablecoin Platform M0 Raises $40 Million in Polychain-Led Series B – Crypto News
-
Blockchain3 days ago
Etherealize Raises $40M to Market Ethereum to Finance Firms – Crypto News
-
Blockchain1 week ago
As US Data Moves to Blockchain, Should Businesses Follow? – Crypto News
-
Metaverse1 week ago
AI Travel Assistance: Can AI assistants really plan a perfect vacation for you? Here’s the truth – Crypto News
-
others1 week ago
Japan CFTC JPY NC Net Positions rose from previous ¥77.6K to ¥84.5K – Crypto News
-
De-fi1 week ago
Solana Leads Major Altcoins as Buyers Pile In Ahead of Treasury Companies – Crypto News
-
Cryptocurrency1 week ago
US and Dutch Authorities Take Down Crypto-Fueled Fake ID Marketplace – Crypto News
-
others4 days ago
CFTC Gives Crypto Prediction Platform Polymarket Greenlight To Launch In the U.S. – Crypto News
-
others3 days ago
XAG/USD bounces at $40.50, approaching $41.00 – Crypto News
-
Cryptocurrency1 week ago
Strategy Investors Drop Class Action Over Bitcoin Accounting Misrepresentation – Crypto News
-
Technology1 week ago
Meta may tap OpenAI, Google models to power AI features across WhatsApp, Instagram and Facebook: Report – Crypto News
-
Business7 days ago
Tariffs Leave Businesses Struggling With Pricing Decisions – Crypto News
-
Cryptocurrency3 days ago
Reverse-takeover DATs are a grab bag of risks for investors – Crypto News
-
Cryptocurrency3 days ago
Ripple (XRP) Slips 5% Weekly But Analysts See Potential for a New ATH – Crypto News
-
Technology1 week ago
AI can’t match human creativity, says Fields medalist Manjul Bhargava – Crypto News
-
Technology1 week ago
Gaming Firm Gumi Launches XRP Treasury to Accelerate Blockchain Push – Crypto News
-
De-fi1 week ago
Bitcoin Long-Term Holders Realize 2.37M BTC ($260.7B) in Second Most Profitable Cycle Amid Signs of Late Phase and October-November Peak – Crypto News
-
others1 week ago
US Dollar Index drops to near 98.00 amid caution ahead of US PCE inflation data – Crypto News
-
Cryptocurrency1 week ago
XYZVerse (XYZ) at $0.0054 Chosen Over Solana and Cardano for $10 This Bull Run Target – Crypto News
-
Technology1 week ago
Fear Grips Crypto Investors as “Trump is Dead” Speculation Spreads: Details – Crypto News
-
Technology1 week ago
iPhone 17 Pro Max vs iPhone 16 Pro Max: 7 big upgrades expected at Apple’s ‘Awe Dropping’ event – Crypto News
-
Cryptocurrency4 days ago
Historic Bitcoin-S&P decoupling fuels altseason hopes – All the details! – Crypto News
-
Blockchain4 days ago
Ukraine’s Parliament Supports Crypto Tax Bill at First Reading – Crypto News
-
Cryptocurrency3 days ago
Regulatory Certainty for Crypto Front and Center on SEC’s Agenda – Crypto News
-
Business4 days ago
1inch Taps Ondo Finance to Unlock Access to Tokenized RWAs – Crypto News
-
Blockchain1 week ago
Chainlink, Commerce Department Bring Data to Blockchain – Crypto News
-
Cryptocurrency1 week ago
Thursday links: ATMs, dad logic and zombie tokens – Crypto News
-
Technology1 week ago
Microsoft AI product lead explains why org charts may disappear in the age of AI agents – Crypto News
-
De-fi5 days ago
Kraken, Backed Expand Tokenized US Stocks to Ethereum via xStocks – Crypto News
-
others3 days ago
Duluth Holdings (DLTH) tops Q2 earnings and revenue estimates – Crypto News
-
Technology1 week ago
Lisa Cook Sues Trump as Fed Drama Intensifies Ahead of Crucial September FOMC – Crypto News
-
Cryptocurrency1 week ago
JPMorgan says Bitcoin is undervalued compared to gold as volatility plummets – Crypto News
-
Cryptocurrency1 week ago
XRP Open Interest declines 30% as price consolidate below $3 – Crypto News
-
Technology1 week ago
Canadian Firm Luxxfolio Announces $72M Pivot From Bitcoin Mining to Litecoin Treasury – Crypto News
-
De-fi1 week ago
Eliza Labs Files Lawsuit Against Elon Musk’s X – Crypto News
-
Cryptocurrency5 days ago
Is SKY’s 10% surge a bull trap in disguise? Marking major levels – Crypto News
-
Technology4 days ago
India ranks among top 5 contributors to open source projects: CNCF – Crypto News
-
others4 days ago
Dow Jones falls flat as tech stocks rise – Crypto News
-
Blockchain4 days ago
Cardano Founder Says Chainlink Quoted Them An ‘Absurd Price’, Here’s Why – Crypto News
-
Cryptocurrency4 days ago
XRP Army Played Key Role in Ripple SEC Lawsuit, John Deaton Says – Crypto News
-
Business4 days ago
AlphaTON Capital Launches $100M TON Treasury Strategy, Rebrands as ATON on Nasdaq – Crypto News
-
Business3 days ago
Wintermute Addresses US SEC on Tokenized Securities as Coinbase, Kraken Seek License – Crypto News
-
Business3 days ago
Wintermute Addresses US SEC on Tokenized Securities as Coinbase, Kraken Seek License – Crypto News
-
others3 days ago
What’s Fueling Today’s Crypto Market Crash? – Crypto News
-
De-fi1 week ago
Tether to Launch USDT Natively on Bitcoin via RGB – Crypto News
-
Technology1 week ago
PYTH skyrockets 60% as US government taps Pyth Network to verify economic data on-chain – Crypto News
-
others1 week ago
Indian Rupee trades calmly, outlook remains grim amid US tariffs and FIIs outflows – Crypto News