The artificial intelligence model reveals hidden earthquake swarks and errors in Camp Fleejri, Italy

Scientists use artificial intelligence to understand the escalating disorders in Camp Fleejri in Italy, a volcanic area that includes hundreds of thousands of people.

Like setting the camera lens so that it becomes a clear fog image, the new approach makes it possible for researchers to determine earthquakes that previous tools cannot choose from huge groups of seismic monitoring data.

The research, which is the cooperation between Stanford University, the National Institute of Geophysics and Barakin (Ingv) – Great Visoviano, and the University of Napoli Federico II, reveals four times the number of earthquakes that previous tools discovered and discovered in the past.

People are swimming near the Bea Beach, Bozwoli in Camp Fleejri, Italy. Solfata and Fumarulic field in the background. (Credit Photo: Xing Tan)

You can help researchers know the location of the error and its length – the distance between two masses of rocks that move and cause earthquakes – determining the range of future earthquakes. This information is very important to inform the population and urban cities of potential risks and mitigation options.

The study, published in Science on September 4, is used by the AI ​​model created in Stanford to provide an accurate location for earthquakes and size information in the recent near time. According to researchers, the promising results of Campi Flegrei indicate that the system can be adapted to improve the understanding of other areas with seismic surveillance systems, such as Santorini, Greece, which has seen a long swarm at the beginning of the year. Source of an earthquake during the sudden and intense seismic activity is very important to effectively respond to emergency situations.

“This time, this is the most important thing in this study: this ability to obtain a clear vision that works now,” said Greg Peruza, a professor of geophysics at the College of Sustainability in the study. “Ingv is now running the tool as they need, so it must be useful for the scientific response and the general response in the end if something changes.”

History of disorders

Campi Flegrei is an active volcano located within the densely densely populated napoli area. This volcanic region, which includes more than 500,000 people, has seen rings of turmoil dating back to the late 1950s. The last period of disturbances began in 2005, with a significant increase in earthquakes in 2018, including five earthquakes above the size of 4 in the first eight months of 2025. The new research expands earthquake registered by the monitoring stations from 2022 to 2025 from about 12,000 to more than 54,000 earthquakes.

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