Mapping Global Submarine Volcanic Hazards

AI Discovers 73 Hidden Submarine Volcanic Calderas

Researchers use Mars-trained AI to triple the count of known underwater volcanic craters, revealing new hazards.

By Avantgarde News Desk··1 min read
Digital rendering of a deep-sea volcanic caldera on the ocean floor with a blue data grid overlaying the terrain to represent AI detection.

Digital rendering of a deep-sea volcanic caldera on the ocean floor with a blue data grid overlaying the terrain to represent AI detection.

Photo: Avantgarde News

Researchers from Paris-Saclay University discovered 73 previously unknown volcanic calderas on the seafloor using artificial intelligence [1][2]. The team applied an algorithm originally designed to identify impact craters on Mars to analyze global ocean bathymetry data [1][3]. This discovery more than triples the number of documented submarine calderas, revealing significant gaps in our understanding of the deep ocean [2].

The findings highlight potential risks associated with underwater volcanic activity, such as tsunamis or damage to undersea infrastructure [2]. Most of these calderas remained hidden beneath deep water where traditional detection methods often fail [1]. Scientists stated that using space-exploration tools for Earth's oceans demonstrates a major leap in planetary research [3].

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About the author

Avantgarde News Desk covers mapping global submarine volcanic hazards and editorial analysis for Avantgarde News.