China develops automatic learning technology to detect tropical plasma bubbles – NaturalNews.com

• Scientists in China develop machine learning technology to detect 88 % tropical plasma bubbles using Airglow notes.
• These anomalies in the atmosphere are disrupted by GPS and radio signals, exposing air and emergency contacts.
• In 2002, the Plasma bubble contributed to the crash of an American military helicopter in Afghanistan, killing three soldiers.
• Detection innovations aim to create early warnings, and to reduce risks in tropical areas such as Hong Kong and Australia.
• Restrictions include relying on Airglow’s vision, which is dwindling during periods of low solar activity.

In a penetration of air sciences, their researchers in China An automatic learning system for identifying tropical plasma bubbles – high -end disturbance. These bubbles, which scientists have described as “holes in cheese” in the ionosphere plasma layer, are formed at night above the equator but it is difficult to follow. by The sparkling weather analysis above the clouds, the team’s algorithm provides a 88 % success rate in the detection of cavities, a discovery that can prevent flight disasters Improving the reliability of communication.

Invisible enemy: What are tropical plasma bubbles?

Equalized plasma bubbles (EPBS) is low-density Voids in UNISFAR, electrically charged atmosphere (50-310 mi). It is formed after sunset when solar ionice fades, causing the ionized molecules and load up as if they were cooler columns. These bubbles extend from 6 to 60 miles and can distort radio waves and GPS signs, creating dangerous navigational gaps. Their concealment makes them represent a silent threat: without early discovery, their intervention can lead to power outages during the critical moments.

Historically, EPBS caused fatal consequences. A 2002 bubble study linked to a deadly American military helicopter in Afghanistan, where radio operators failed to warn the Shinuk crew against a risk -framed drop, which led to three deaths. Today, they are still a source of concern for the accurate GPS. A study conducted in 2024 revealed that the aircraft navigation program is especially weak, as minor errors raise risks during landing.

Sleep in the dark: Use Airglow to detect plasma

The Chinese team’s innovation depends on a heavenly phenomenon: Airglow. This faded light -like light arises from plasma cooling and re -installation in ionosphere, where the photons captured by ground cameras are emitted. By training artificial intelligence algorithms over more than 10 years of Airglow photos from the ejaculation station in China, researchers have identified hidden abnormalities caused by EPBS. The system successfully discovered 88 % of the time, which represents a jump on manual analysis.

Posted in Space Weather, Study It emphasizes the capabilities of machine learning but highlights a decisive warning: “vision” depends on the presence of Airglow, which fades during the minimum solar energy. For example, periods of low solar activity can leave blind tropical areas for bubbles for several months, which requires complementary detection tools.

Global influence and instant applications

While EPBS threatens technology, its geographical concentration – which reduces the magnetic equator – wears its societal risks. Areas such as Northern Australia, Indonesia and Hong Kong face frequent disturbances. Hong Kong Polytechnic University researchers recently designed how EPBS renewed land navigation systems, which have found that current corrections can reduce risks.

“Our model provides a comprehensive assessment of the risks posed by these bubbles, which is necessary for aviation safety in areas such as Hong Kong.” Future systems can combine artificial intelligence with satellite data in an actual time to issue warnings during high risk periods. Meanwhile, the US Air Force and emergency respondents are now asking for better prediction tools to prevent delay and costly accidents.

The next road: achieving a balance between innovation against the air cover borders

Despite progress, challenges continue. Dependence on Airglow Solar Energy method means that areas that lack consistent lighting must explore alternatives, such as radar networks or improved satellite tracking. Meanwhile, scientists urge the simultaneous developments in satellite weather, which is an increasingly important field while increasing dependence on GPS and radio.

The risks are clear. One of the freight planes that carry the time -sensitive medical supplies to military operations, Ionosphere disturbances require proactive solutions. The researcher Xia Zhang notes, “The EPBS does not disappear, but with a better discovery, we can finally expect – and prepare – for its influence.”

A new dawn in air awareness

The Chinese team’s work is a pivotal step in taming the invisible air phenomena. By integrating artificial intelligence with heavenly observations, the effort embodies the gaps between scientific curiosity and concrete safety. However, with the development of solar cycles and the development of technology, the race still remains one step on the insects destroyed by Ionosphere-which is likely to be devastating.

Sources of this article include:

Livescience.com

SpaceWeather.com

Earthsky.org