From Oil Spills to New Species: How Tech Reveals the Ocean

Machine learning is helping scientists track down hidden oil spills and pollution. Cris BOURONCLE / AFP
Machine learning is helping scientists track down hidden oil spills and pollution. Cris BOURONCLE / AFP
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From Oil Spills to New Species: How Tech Reveals the Ocean

Machine learning is helping scientists track down hidden oil spills and pollution. Cris BOURONCLE / AFP
Machine learning is helping scientists track down hidden oil spills and pollution. Cris BOURONCLE / AFP

The ocean covers nearly three-quarters of our planet but scientists say we have barely scratched the surface of what lives in our seas.
But new technologies are helping to change that, revealing hidden oil spills, speeding up the discovery of new species and uncovering how light pollution impacts marine life.
Uncovering hidden oil spills
Satellite imagery means large oil spills in the ocean are relatively easily detected. When a tanker crashes or a pipe bursts, scientists know where to look, AFP said.
But smaller pollution events can appear as nothing more than a thin streak against the smooth sea surface -- the maritime equivalent of a needle in a haystack.
"It used to take human analysts weeks if not months to be able to detect a single (small-scale) oil pollution incident," explained Mitchelle De Leon of US-based NGO SkyTruth.
The group harnesses machine learning to comb through large datasets of satellite imagery and find spills that might previously have gone undetected.
SkyTruth has revealed spills in the Red Sea and the Mediterranean and helped expose pollution from shadowy Russian ships.
There are limitations to the technology, including determining the composition of a spill, but the group says it offers an early warning system for scientists, media and governments.
"We think of our tool as a starting point... to make hidden human pollution events more visible," said De Leon.
Understanding light pollution
We have long known that our obsession with lighting the night sky obscures the stars and confuses terrestrial animals, but what impact does it have on the sea?
To understand that, scientists need satellite images to show how light spreads from coastal megacities, as well as complex models that can calculate how light penetrates the ocean, said Tim Smyth, a marine biogeochemistry specialist at Britain's Plymouth Marine Laboratory.
Seawater generally absorbs more red light, but that can change in the presence of phytoplankton or high turbidity.
"We're able to program computers such that we can model the light field under the water with a high degree of accuracy," said Smyth.
His research found two million square kilometers (770,000 square miles) of ocean -- an area 10 times the size of Britain -- is affected by light pollution globally.
The effects are profound, from disrupting feeding by fish and seabirds, to interfering with coral spawning and the nightly migrations of phytoplankton up and down the water column.
The good news is "it's something we can do something about", said Smyth.
Switching off unnecessary illuminations such as billboards and redesigning lights to reduce "spillage" into the sky will bring down costs and carbon emissions while benefiting wildlife on land and in the sea, he explained.
Species discovery
Advances in technology have allowed us to reach the ocean's darkest depths but scientists estimate we know about just 10 percent of what lives in our seas.
And before we even realize a new species exists, "we are losing that diversity", said Lucy Woodall, a marine biologist and head of science at Ocean Census.
Launched in 2023, the global alliance of scientists aims to speed up the discovery of ocean species from coral to crabs.
That works in part by collaborating with high-tech, lab-equipped research vessels where researchers can immediately start work on collected specimens.
Genetic sequencing can now be done in the field, "which even 10 years ago would have been months and months worth of work back on land", said Woodall.
On average, it takes more than 13 years from finding a possible new species to officially describing it for science.
"We can't afford to wait for that," said Woodall.
The project encourages scientists to share findings sooner, with an explanation of why they believe a species is new.
It won't replace the slower work of proving new species with methods such as genetic testing but it can accelerate knowledge at a time of urgency.
The project has documented more than 800 new discoveries, which are shared on its open-access biodiversity platform.
"We want to ensure that companies, countries, and individuals really value the ocean and ocean life for what it does for them and our planet," said Woodall.



Freezing Rain Paralyses Transport in Central Europe

Smoke from chimneys billows over snow-covered rooftops during sunrise as freezing temperatures have hit the country, in Prague, Czech Republic, January 11, 2026. (Reuters)
Smoke from chimneys billows over snow-covered rooftops during sunrise as freezing temperatures have hit the country, in Prague, Czech Republic, January 11, 2026. (Reuters)
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Freezing Rain Paralyses Transport in Central Europe

Smoke from chimneys billows over snow-covered rooftops during sunrise as freezing temperatures have hit the country, in Prague, Czech Republic, January 11, 2026. (Reuters)
Smoke from chimneys billows over snow-covered rooftops during sunrise as freezing temperatures have hit the country, in Prague, Czech Republic, January 11, 2026. (Reuters)

Freezing rain led to flights being suspended at Vienna airport on Tuesday, while neighboring Slovakia, Czech Republic and Hungary also experienced travel disruptions.

Snow and freezing temperatures buffeted Europe last week, with gale-force winds and storms claiming some 15 lives, causing travel mayhem, shutting schools, and cutting power to hundreds of thousands.

A thick layer of ice on the Vienna airport runways led to arriving flights being diverted to other airports, while all departing flights were put on hold early Tuesday.

Austria's state railway company OeBB also asked travelers to postpone non-urgent journeys, with numerous train connections facing interruptions and cancellations.

In neighboring Slovakia, the Bratislava airport was also closed early Tuesday due to bad weather.

Slovak police on Facebook urged people to avoid travel because of "extreme" ice and snow in the west of the country.

In the Czech Republic, ice was also hampering road and rail traffic.

Prague airport came to a virtual standstill, with firefighters having to de-ice the runways.

Around 50 people were treated for injuries because of the icy conditions, according to Prague's emergency services, cited by the CTK agency.

In Hungary, meteorological services also issued alerts for freezing rain and snowfall as severe winter conditions affect a large part of the country.

Trains and flights were experiencing delays, while authorities reported drift ice on the Danube and the Tisza rivers, where icebreakers have been put on alert.

Lake Balaton in the west of the country is currently frozen -- a relatively rare phenomenon seen about once every ten to fifteen years.

However, authorities warned that the ice is still too thin for skating, urging the public to be cautious.


AI Helps Fuel New Era of Medical Self-testing

Neurable research scientist Alicia Howell-Munson demonstrates the company's headset, which it says can detect early signs of Alzheimer's disease. Patrick T. Fallon / AFP
Neurable research scientist Alicia Howell-Munson demonstrates the company's headset, which it says can detect early signs of Alzheimer's disease. Patrick T. Fallon / AFP
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AI Helps Fuel New Era of Medical Self-testing

Neurable research scientist Alicia Howell-Munson demonstrates the company's headset, which it says can detect early signs of Alzheimer's disease. Patrick T. Fallon / AFP
Neurable research scientist Alicia Howell-Munson demonstrates the company's headset, which it says can detect early signs of Alzheimer's disease. Patrick T. Fallon / AFP

Beyond smart watches and rings, artificial intelligence is being used to make self-testing for major diseases more readily available -- from headsets that detect early signs of Alzheimer's to an iris-scanning app that helps spot cancer.

"The reason preventive medicine doesn't work right now is because you don't want to go to the doctor all the time to get things tested," says Ramses Alcaide, co-founder and CEO of startup Neurable.

"But what about if you knew when you needed to go to the doctor?"

Connected rings, bracelets and watches -- which were everywhere at last week's Consumer Electronics Show in Las Vegas -- can already monitor heart rate, blood pressure and glucose levels, with varying degrees of accuracy.

These gadgets are in high demand from consumers. A recent study published by OpenAI showed that more than 200 million internet users check ChatGPT every week for information on health topics.

On Wednesday, OpenAI even launched a chatbot that can draw on a user's medical records and other data collected by wearable devices, with their consent, to inform its responses.

Using electroencephalogram (EEG) technology, Neurable has developed a headset that records and deciphers brain activity.

The linked app compares data with the user's medical history to check for any deviation, a possible sign of a problem, said Alcaide.

"Apple Watch can pick up Parkinson's, but it can only pick it up once you have a tremor," Alcaide said. "Your brain has been fighting that Parkinson's for over 10 years."

With EEG technology, "you can pick these things up before you actually see physical symptoms of them. And this is just one example."

Detection before symptoms

Some people have reservations about the capabilities of such devices.

"I don't think that wearable EEG devices are reliable enough," said Anna Wexler, a University of Pennsylvania professor who studies consumer detection products, although she acknowledges that "AI has expanded the possibilities of these devices."

While Neurable's product cannot provide an actual diagnosis, it does offer a warning. It can also detect signs of depression and early development of Alzheimer's disease.

Neurable is working with the Ukrainian military to evaluate the mental health of soldiers on the front lines of the war with Russia, as well as former prisoners of war, in order to detect post-traumatic stress disorder (PTSD).

French startup NAOX meanwhile has developed EEG earbuds linked to a small box that can help patients with epilepsy.

Rather than detect seizures, which are "very rare," the device recognizes "spikes" -- quick, abnormal electrical shocks in the brain that are "much more difficult to see," said NAOX's chief of innovation Marc Vaillaud, a doctor by training.

NAOX's device -- which has been cleared by the US Food and Drug Administration -- is designed to be worn at night, to track several hours of data at a time.

The company is working with the Rothschild and Lariboisiere hospitals in Paris to try to better understand the links between these brain "spikes" and Alzheimer's disease, which have been raised in scientific papers.

Advances in AI and technology in general have paved the way for the miniaturization of cheaper detection devices -- a far cry from the heavy machinery once seen in medical offices and hospitals.

IriHealth is preparing to launch, for only about $50, a small smartphone extension that would scan a user's iris.

The gadget relies on iridology, a technique by which iris colors and markings are believed to reveal information about a person's health, but which is generally considered scientifically unreliable.

But the founders of IriHealth -- a spin-off of biometrics specialist IriTech -- are convinced that their device can be effective in detecting anomalies in the colon, and potentially the lungs or the liver.

Company spokesman Tommy Phan said IriHealth had found its device to be 81 percent accurate among patients who already have been diagnosed with colon cancer.


Hawaii's Kilauea Volcano Puts on Spectacular Lava Display

Kilauea has been regularly throwing out thousands of tonnes of molten rock and gases since it burst to life in December 2024. UNITED STATES GEOLOGICAL SURVEY/AFP
Kilauea has been regularly throwing out thousands of tonnes of molten rock and gases since it burst to life in December 2024. UNITED STATES GEOLOGICAL SURVEY/AFP
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Hawaii's Kilauea Volcano Puts on Spectacular Lava Display

Kilauea has been regularly throwing out thousands of tonnes of molten rock and gases since it burst to life in December 2024. UNITED STATES GEOLOGICAL SURVEY/AFP
Kilauea has been regularly throwing out thousands of tonnes of molten rock and gases since it burst to life in December 2024. UNITED STATES GEOLOGICAL SURVEY/AFP

Hawaii's Kilauea was spraying a spectacular fountain of lava on Monday, keeping up its reputation as one of the world's most active volcanoes.

For over a year now, Kilauea has been regularly throwing out thousands of tons of molten rock and gases since it burst to life in December 2024, reported AFP.

Volcanologists with the US Geological Survey said the incandescent lava was being hurled more than 1,500 feet (460 meters) into the air, with plumes of smoke and gases rising as high as 20,000 feet (six kilometers).

Eruptions such as this one tend to last around one day, the USGS said, but can still vent up to 100,000 tons of sulfur dioxide.

This gas reacts in the atmosphere to create a visible haze known as vog -- volcanic smog -- which can cause respiratory and other problems.

Tiny slivers of volcanic glass, known as "Pele's hair," are also being thrown into the air.

Named after Pele, the Hawaiian goddess of volcanoes, the strands can be very sharp and can cause irritation to the skin and eyes.

The eruption poses no immediate danger to any human settlement, with the caldera having been closed to the public for almost two decades.

Kilauea has been very active since 1983 and erupts relatively regularly.

It is one of six active volcanoes located in the Hawaiian Islands, which also include Mauna Loa, the largest volcano in the world.

Kilauea is much smaller than neighboring Mauna Loa, but it is far more active and regularly wows helicopter-riding tourists who come to see its red-hot shows.