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Seismic event classification in North China based on machine learning

Yixiao Zhang Tingting Wang Ruifeng Liu Zibo Wang

Earthquake Science2026，Vol.39Issue(3)：P.257-272,16.

Earthquake Science2026，Vol.39Issue(3)：P.257-272,16.DOI:10.1016/j.eqs.2026.01.002

Seismic event classification in North China based on machine learning

Yixiao Zhang ¹Tingting Wang ¹Ruifeng Liu ¹Zibo Wang¹

作者信息

1. Institute of Geophysics,China Earthquake Administration,Beijing 100081,China Beijing Baijiatuan Earth Sciences National Observation and Research Station,Beijing 100095,China
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摘要

关键词

seismic event classification/machine learning/XGBoost/EfficientNet/time-frequency analysis

分类

信息技术与安全科学

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Yixiao Zhang,Tingting Wang,Ruifeng Liu,Zibo Wang..Seismic event classification in North China based on machine learning[J].Earthquake Science,2026,39(3):P.257-272,16.

Earthquake Science

ISSN：1674-4519

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