Enhancing the classification of seismic events with supervised machine learning and feature importance

Enhancing the classification of seismic events with supervised machine learning and feature importance

Abstract The accurate classification of seismic events into natural earthquakes (EQ) and quarry blasts (QB) is crucial for geological understanding, seismic hazard mitigation, and public safety. This paper proposes a machine-learning approach to discriminate seismic events, particularly differentiat...

Full description

Saved in:
Bibliographic Details
Main Authors: Eman L. Habbak, Mohamed S. Abdalzaher, Adel S. Othman, HA Mansour
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Machine learning
Seismic discrimination
Earthquakes
Quarry blasts
Feature Importance
Online Access:https://doi.org/10.1038/s41598-024-81113-7
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s41598-024-81113-7

Similar Items