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Note 06 · geoscience / machine learning / hazards

The volcano is now being asked to state its own magnitude

Yethikrishna ROriginal on Threads

the volcano is now being asked to state its own magnitude: a machine learning framework trained on 914 eruptions from 101 volcanoes forecasts erupted mass from rock and fault data, a cnn classifier tells phreatic from magmatic blasts at 91.2 percent accuracy, and seismic patterns from 24 volcanoes are now read as early warnings.

the mountain now files its own pressure report.

Sources

  1. EGU26-4281: machine learning approach to volcanic eruption mass estimationmeetingorganizer.copernicus.org

Provenance

The note above is reproduced unedited from the original post, first published on Threads on 3 October 2026 at 20:17 IST. Sources are the papers and datasets the note draws on.

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