New radio-seismic indicator for ELF seismic precursors detectability

This work considers the effectiveness of earthquakes (EQs) radio precursors mainly in the Extremely Low Frequency (ELF) range and below, and carries out an analysis based on a comprehensive set of EQ events documented in past publications and provided by the Opera 2015 project (six stations located in Italy). A new Radio-Seismic Indicator (RSI) is proposed, with the magnitude-distance relationship physically justified by path-loss expressions of the transverse magnetic mode. Classification performances of past and proposed RSIs are assessed calculating confusion matrices and on those the balanced accuracy and Matthews’ coefficient: the RSI performs significantly better reducing fall-outs and increasing precision for both classes, positive and negative precursors. Performance improvement is inherently limited by the overlap of the classes. • A new Radio Seismic Indicator (RSI) is proposed based on path loss formulas of the transverse magnetic mode. • RSI performances are much better than past indicators and are tested against a relevant set of 133 published precursors of EQ events. • The behavior of collected EQ events is verified statistically and in graphical form.

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Publication Details

Journal
The Egyptian Journal of Remote Sensing and Space Science
Published
2024-11-29
DOI
https://doi.org/10.1016/j.ejrs.2024.10.003
Primary Topic
Earthquake Detection and Analysis
Type
article
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article

New radio-seismic indicator for ELF seismic precursors detectability

Renato Romero, Andrea Mariscotti
The Egyptian Journal of Remote Sensing and Space Science
Earthquake Detection and Analysis
article

New radio-seismic indicator for ELF seismic precursors detectability

Renato Romero, Andrea Mariscotti
article en

Abstract

This work considers the effectiveness of earthquakes (EQs) radio precursors mainly in the Extremely Low Frequency (ELF) range and below, and carries out an analysis based on a comprehensive set of EQ events documented in past publications and provided by the Opera 2015 project (six stations located in Italy). A new Radio-Seismic Indicator (RSI) is proposed, with the magnitude-distance relationship physically justified by path-loss expressions of the transverse magnetic mode. Classification performances of past and proposed RSIs are assessed calculating confusion matrices and on those the balanced accuracy and Matthews’ coefficient: the RSI performs significantly better reducing fall-outs and increasing precision for both classes, positive and negative precursors. Performance improvement is inherently limited by the overlap of the classes. • A new Radio Seismic Indicator (RSI) is proposed based on path loss formulas of the transverse magnetic mode. • RSI performances are much better than past indicators and are tested against a relevant set of 133 published precursors of EQ events. • The behavior of collected EQ events is verified statistically and in graphical form.

The Egyptian Journal of Remote Sensing and Space ScienceVol. 28(1)
Azienda Usl Toscana Centro (IT), University of Genoa (IT)
Climate action
Openalex Percentile: Top 78%
Earthquake Detection and Analysis
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New radio-seismic indicator for ELF seismic precursors detectability — Renato Romero, Andrea Mariscotti · The Egyptian Journal of Remote Sensing and Space Science (2024) | TGRS Research Map | TGRS