Classification of earthquakes, explosions and mining-induced earthquakes based on XGBoost algorithm

The classification of low-magnitude tectonic earthquakes, explosions and mining-induced earthquakes is an important task in regional earthquake monitoring. Seismic events occurring at local and regional distances are classified primarily based on the characteristics of their waveform. We established...

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Vydáno v:	Computers & geosciences Ročník 170; s. 105242
Hlavní autoři:	Wang, Tingting, Bian, Yinju, Zhang, Yixiao, Hou, Xiaolin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.01.2023
Témata:	data collection earthquakes Feature extraction geophysics Model performance index Seismic events identification spectral analysis support vector machines tectonics XGBoost algorithm Feature extraction XGBoost algorithm Seismic events identification Model performance index
ISSN:	0098-3004, 1873-7803
On-line přístup:	Získat plný text
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