A Transformer model classifies earthquake magnitudes from 7-second single-station P-wave signals with 76.23% accuracy on a new dataset of 7318 South Asian events.
Magnitude estimation based on integrated amplitude and frequency content of the initial p wave in earthquake early warning applied to tehran, iran
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Real-Time Earthquake Magnitude Classification from Initial P-Waves: Models, Dataset, and Comparative Analysis for South Asia
A Transformer model classifies earthquake magnitudes from 7-second single-station P-wave signals with 76.23% accuracy on a new dataset of 7318 South Asian events.