Early detection of earthquake magnitude based on stacked ensemble model

• Published in: Journal of Asian Earth Sciences: X Vol. 8; p. 100122
• Main Authors: Joshi, Anushka, Vishnu, Chalavadi, Mohan, C Krishna
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.12.2022; Elsevier
• Subjects: Machine learning; Magnitude; Prediction; Strong motion; Strong motion; Magnitude; Prediction; Machine learning

•Stacked ensemble machine learning model has been developed in this paper.•Feature and model ablation study has been performed in the model.•Prediction error has been calculated using records of various earthquakes.•Magnitude has been calculated for a test earthquake using developed model.•Predictio...