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UNAM Maps Popocatépetl's Magma With AI as Researchers Document New Sonora Heritage Sites

The approach boosts hazard insight by resolving two shallow, mostly crystalline reservoirs, with attenuation tests slated to probe deeper magma.

Overview

  • Using CENAPRED seismic records from January 2019 to December 2024 with machine learning, UNAM geophysicists produced a higher-resolution tomographic image of Popocatépetl’s interior.
  • Two of three hypothesized magma chambers were imaged to about 10 kilometers depth and are roughly 70% crystallized, indicating largely stagnant material that can occasionally reheat.
  • Activity in a deeper third reservoir could not be resolved, prompting plans to study seismic energy loss to locate hotter zones and a need for additional monitoring.
  • The model extends to structures about 30 kilometers below sea level, near the mantle, and the automated event-detection work is published in the Journal of Volcanology and Geothermal Research.
  • In separate research, UNAM anthropologists reported a possible horizon calendar stone and documented 74 previously unregistered archaeological sites along 140 kilometers of Sonoran coast, warning of risks from uncontrolled visitation.