Comparative Analysis of Deep Learning Methods for Real-Time Estimation of Earthquake Magnitude

In recent years, although a variety of deep learning models have been developed for magnitude estimation, the complex and variable nature of earthquakes limits the generalizability and accuracy of these models. In this study, we selected the waveform data of the Japan earthquake. We applied four dee...

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發表在:	Applied Sciences
Main Authors:	Xuanye Shen, Baorui Hou, Jianqi Lu, Shanyou Li
格式:	Article
語言:	英语
出版:	MDPI AG 2025-02-01
主題:	earthquake early warning (EEW) magnitude estimation real-time estimation deep learning
在線閱讀:	https://www.mdpi.com/2076-3417/15/5/2587