On data reduction methods for volcanic tremor characterization: the 2012 eruption of Copahue volcano, Southern Andes
Abstract Improving the ability to detect and characterize long-duration volcanic tremor is crucial to understand the long-term dynamics and unrest of volcanic systems. We have applied data reduction methods (permutation entropy and polarization degree, among others) to characterize the seismic wave...
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doaj-3fa85956289b45f7beae8a01acd18d5b2020-11-25T03:21:32ZengSpringerOpenEarth, Planets and Space1880-59812020-09-0172111010.1186/s40623-020-01270-7On data reduction methods for volcanic tremor characterization: the 2012 eruption of Copahue volcano, Southern AndesIvan Melchor0Javier Almendros1Roberto Carniel2Kostas I. Konstantinou3Marcia Hantusch4Alberto Caselli5Instituto de Investigación en Paleobiología y Geología, Universidad Nacional de Río Negro–CONICETInstituto Andaluz de Geofísica, Universidad de GranadaDipartimento Politecnico di Ingegneria e Architettura, Università degli Studi di UdineDepartment of Earth Sciences, National Central UniversityInstituto de Investigación en Paleobiología y Geología, Universidad Nacional de Río Negro–CONICETInstituto de Investigación en Paleobiología y Geología, Universidad Nacional de Río Negro–CONICETAbstract Improving the ability to detect and characterize long-duration volcanic tremor is crucial to understand the long-term dynamics and unrest of volcanic systems. We have applied data reduction methods (permutation entropy and polarization degree, among others) to characterize the seismic wave field near Copahue volcano (Southern Andes) between June 2012 and January 2013, when phreatomagmatic episodes occurred. During the selected period, a total of 52 long-duration events with energy above the background occurred. Among them, 32 were classified as volcanic tremors and the remaining as noise bursts. Characterizing each event by averaging its reduced parameters, allowed us to study the range of variability of the different events types. We found that, compared to noise burst, tremors have lower permutation entropies and higher dominant polarization degrees. This characterization is a suitable tool for detecting long-duration volcanic tremors in the ambient seismic wave field, even if the SNR is low.http://link.springer.com/article/10.1186/s40623-020-01270-7Volcanic tremorPhreatic eruptionData reduction methodPolarization degreePermutation entropyCopahue volcano |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ivan Melchor Javier Almendros Roberto Carniel Kostas I. Konstantinou Marcia Hantusch Alberto Caselli |
spellingShingle |
Ivan Melchor Javier Almendros Roberto Carniel Kostas I. Konstantinou Marcia Hantusch Alberto Caselli On data reduction methods for volcanic tremor characterization: the 2012 eruption of Copahue volcano, Southern Andes Earth, Planets and Space Volcanic tremor Phreatic eruption Data reduction method Polarization degree Permutation entropy Copahue volcano |
author_facet |
Ivan Melchor Javier Almendros Roberto Carniel Kostas I. Konstantinou Marcia Hantusch Alberto Caselli |
author_sort |
Ivan Melchor |
title |
On data reduction methods for volcanic tremor characterization: the 2012 eruption of Copahue volcano, Southern Andes |
title_short |
On data reduction methods for volcanic tremor characterization: the 2012 eruption of Copahue volcano, Southern Andes |
title_full |
On data reduction methods for volcanic tremor characterization: the 2012 eruption of Copahue volcano, Southern Andes |
title_fullStr |
On data reduction methods for volcanic tremor characterization: the 2012 eruption of Copahue volcano, Southern Andes |
title_full_unstemmed |
On data reduction methods for volcanic tremor characterization: the 2012 eruption of Copahue volcano, Southern Andes |
title_sort |
on data reduction methods for volcanic tremor characterization: the 2012 eruption of copahue volcano, southern andes |
publisher |
SpringerOpen |
series |
Earth, Planets and Space |
issn |
1880-5981 |
publishDate |
2020-09-01 |
description |
Abstract Improving the ability to detect and characterize long-duration volcanic tremor is crucial to understand the long-term dynamics and unrest of volcanic systems. We have applied data reduction methods (permutation entropy and polarization degree, among others) to characterize the seismic wave field near Copahue volcano (Southern Andes) between June 2012 and January 2013, when phreatomagmatic episodes occurred. During the selected period, a total of 52 long-duration events with energy above the background occurred. Among them, 32 were classified as volcanic tremors and the remaining as noise bursts. Characterizing each event by averaging its reduced parameters, allowed us to study the range of variability of the different events types. We found that, compared to noise burst, tremors have lower permutation entropies and higher dominant polarization degrees. This characterization is a suitable tool for detecting long-duration volcanic tremors in the ambient seismic wave field, even if the SNR is low. |
topic |
Volcanic tremor Phreatic eruption Data reduction method Polarization degree Permutation entropy Copahue volcano |
url |
http://link.springer.com/article/10.1186/s40623-020-01270-7 |
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