Independent component analysis as a monitoring tool in geophysical environment: The case of Campi Flegrei (Italy)
Language
English
Obiettivo Specifico
4V. Processi pre-eruttivi
Publisher
IEEE
Status
Published
Pages Number
7-12
Refereed
Yes
Date Issued
2018
Alternative Location
ISBN
978-1538664056
Abstract
This work presents specific applications of techniques based on the Independent Component Analysis to the seismicity recorded at Campi Flegrei caldera. We show the
capability of that technique in discriminating different kinds of signals and extracting high-quality waveforms from a noisy background. The approach is suitable for real time
implementation in monitoring practice. Moreover, the results provided by these methodologies can be used to improve the knowledge of the volcano dynamics.
capability of that technique in discriminating different kinds of signals and extracting high-quality waveforms from a noisy background. The approach is suitable for real time
implementation in monitoring practice. Moreover, the results provided by these methodologies can be used to improve the knowledge of the volcano dynamics.
Type
book chapter
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