- England players to blame for losing streak says captain George
- 'Emotional' Martin defies Bagnaia to claim first MotoGP world championship
- Slovakia beat Australia to reach BJK Cup semi-finals
- Sluggish Italy fight to narrow win over Georgia
- India and Nigeria renew ties as Modi visits
- Grit and talent, a promise and a dilemma: three things about Jorge Martin
- Martin denies Bagnaia to win first MotoGP world championship
- Typhoon Man-yi weakens as it crosses Philippines' main island
- Noel wins season-opening slalom in Levi as Hirscher struggles
- Tough questions for England as Springboks make it five defeats in a row
- Russia pounds Ukraine with 'massive' attack in 'hellish' night
- McIlroy clinches Race to Dubai title with DP World Tour Championship win
- Glastonbury 2025 tickets sell out in 35 minutes
- 迪拜棕榈岛索菲特美憬阁酒店: 五星級健康綠洲
- The Retreat Palm Dubai MGallery by Sofitel: Пятизвездочный велнес-оазис
- New Zealand win revives France on their road to 2027 World Cup
- The Retreat Palm Dubai MGallery by Sofitel: A five-star wellness Oasis
- Israel hits Gaza and Lebanon in deadly strikes
- Power cuts as Russian missiles pound Ukraine's energy grid
- Denmark's Victoria Kjaer Theilvig crowned Miss Universe 2024
- Dutch police use hologram to try and decode sex worker's murder
- Israel bombs south Beirut after Hezbollah targets Haifa area
- Biden in historic Amazon trip as Trump return sparks climate fears
- India hails 'historic' hypersonic missile test flight
- Israel orders Beirut residents to flee after Hezbollah targets Haifa area
- Davis, LeBron power Lakers over Pelicans as Celtics win in OT
- Trump and allies return to New York for UFC fights
- Hong Kong political freedoms in spotlight during bumper trial week
- Debt-saddled Laos struggles to tame rampant inflation
- Senna, Schumacher... Beganovic? Macau GP showcases future F1 stars
- India's vinyl revival finds its groove
- G20 tests Brazil's clout in Lula 3.0 era
- Over 20,000 displaced by gang violence in Haiti: UN agency
- Famed gymastics coach Bela Karolyi dies
- 'Break taboos': Josep Borrell wraps up time as EU's top diplomat
- Climate finance can be hard sell, says aide to banks and PMs
- Trump revives 'peace through strength,' but meaning up to debate
- New York auction records expected for a Magritte... and a banana
- Egypt's middle class cuts costs as IMF-backed reforms take hold
- Beirut businesses struggle to stay afloat under Israeli raids
- Dupont lauds France 'pragmatism' in tight New Zealand win
- Swiatek leads Poland into maiden BJK Cup semi-final
- Trump taps fracking magnate and climate skeptic as energy chief
- West Indies restore pride with high-scoring win over England
- Hull clings to one-shot lead over Korda, Zhang at LPGA Annika
- Xi tells Biden ready for 'smooth transition' to Trump
- Trump nominates fracking magnate and climate skeptic as energy secretary
- Tyson says 'no regrets' over loss for fighting 'one last time'
- Springboks' Erasmus hails 'special' Kolbe after England try double
- France edge out New Zealand in Test thriller
Tree-hugging AI to the rescue of Brazilian Amazon
Small, artificially intelligent boxes tied to tree trunks in the Brazilian Amazon are the latest weapon in the arsenal of scientists and environmentalists battling destructive jungle invaders.
The boxes, named "curupiras" after a folkloric forest creature who preys on hunters and poachers, sport sensors and software trained "to recognize the sounds of chainsaws and tractors, or anything that could cause deforestation," project manager Thiago Almeida told AFP.
"We recorded the sound of chainsaws and tractors in the forest... then, all the collected sounds were passed on to the AI team to train (the program) so that... it would only recognize these sounds and not the characteristic sounds of the forest, such as animals, vegetation and rain," he explained.
Once identified, details of the threat can then be relayed to a central point and agents deployed to deal with it.
"The advantage of this system is that it can detect an attack... or a threat in real time," said researcher Raimundo Claudio Gomes of the Amazonas State University behind the project.
Unlike satellite data, which reveal deforestation only after the fact, the curupiras can detect "when the destruction starts," he added.
The sensors look like small internet modems but are in fact wireless and can relay data up to one kilometer (0.6 miles) via satellite to others in a network.
The project has just completed its pilot phase with ten prototype boxes fixed to trees in a densely forested area near Manaus, the capital city of Brazil's northern Amazonas state.
The boxes were named after Curupira, a creature in some Indigenous folklore that has feet turned backwards to confuse the hunters it pursues.
Early results from the project, financed by Brazilian company Hana Electronics, have been "very promising," said Gomes.
The team is now looking for more funding to add hundreds more sensors to the system, including ones that will be able to detect smoke and heat from forest fires.
President Luiz Inacio Lula da Silva has promised to end illegal deforestation in the Amazon by 2030.
His far-right predecessor Jair Bolsonaro had presided over an increase of more than 75 percent in average annual Amazon deforestation compared to the previous decade.
Gomes said that unlike audio sensor-based systems already used in other countries, the Manaus project is comparatively inexpensive as it does not require large antennas for data transmission.
Each sensor costs about $200-$300 to manufacture.
J.Gomez--AT