Real-time earthquake magnitude prediction using designed machine learning ensemble trained on real and CTGAN generated synthetic data

Real-time earthquake magnitude prediction using designed machine learning ensemble trained on real and CTGAN generated synthetic data

The earthquake early warning (EEW) system provides advance notice of potentially damaging ground shaking. In EEW, early estimation of magnitude is crucial for timely rescue operations. A set of thirty-four features is extracted using the primary wave earthquake precursor signal and site-specific inf...

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Bibliographic Details
Main Authors: Anushka Joshi, Balasubramanian Raman, C. Krishna Mohan
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-05-01
Series:Geodesy and Geodynamics
Subjects:
Magnitude
Synthetic data
Machine learning
Earthquake
CTGAN
Online Access:http://www.sciencedirect.com/science/article/pii/S1674984724001204
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