Estimation of Probability Distributions of Geoacoustic Signal Characteristics

Abstract The paper presents an estimation of probability distributions of geoacoustic signal characteristics. The studied signals have a pulsed nature. The ones have been recording at the geodynamic test site of the IKIR FEB RAS (Kamchatka Peninsula) for more than 20 years. To estimate the distribut...

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Published in:Journal of Physics: Conference Series
Main Authors: Gapeev, M I, Senkevich, Yu I, Lukovenkova, O O
Format: Article in Journal/Newspaper
Language:unknown
Published: IOP Publishing 2021
Subjects:
Online Access:http://dx.doi.org/10.1088/1742-6596/2096/1/012018
https://iopscience.iop.org/article/10.1088/1742-6596/2096/1/012018
https://iopscience.iop.org/article/10.1088/1742-6596/2096/1/012018/pdf
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spelling crioppubl:10.1088/1742-6596/2096/1/012018 2024-06-02T08:09:43+00:00 Estimation of Probability Distributions of Geoacoustic Signal Characteristics Gapeev, M I Senkevich, Yu I Lukovenkova, O O 2021 http://dx.doi.org/10.1088/1742-6596/2096/1/012018 https://iopscience.iop.org/article/10.1088/1742-6596/2096/1/012018 https://iopscience.iop.org/article/10.1088/1742-6596/2096/1/012018/pdf unknown IOP Publishing http://creativecommons.org/licenses/by/3.0/ https://iopscience.iop.org/info/page/text-and-data-mining Journal of Physics: Conference Series volume 2096, issue 1, page 012018 ISSN 1742-6588 1742-6596 journal-article 2021 crioppubl https://doi.org/10.1088/1742-6596/2096/1/012018 2024-05-07T13:57:48Z Abstract The paper presents an estimation of probability distributions of geoacoustic signal characteristics. The studied signals have a pulsed nature. The ones have been recording at the geodynamic test site of the IKIR FEB RAS (Kamchatka Peninsula) for more than 20 years. To estimate the distribution of characteristics, such time intervals were determined in which histograms of the distribution did not change. The following characteristics were chosen for the estimation: maximum amplitude, the position of pulse envelope maximum, duration, filling frequency, and pulse-to-pulse interval. The obtained estimates made it possible to develop an empirical model of the geoacoustic emission signal. The model can help to test new and existing algorithms for the processing and analysis of geoacoustic signals. The paper also shows that the formalization of the selected characteristics makes it possible to search for anomalies, including those associated with seismic events, by the characteristic variations. Article in Journal/Newspaper Kamchatka Kamchatka Peninsula IOP Publishing Kamchatka Peninsula ENVELOPE(160.000,160.000,56.000,56.000) Journal of Physics: Conference Series 2096 1 012018
institution Open Polar
collection IOP Publishing
op_collection_id crioppubl
language unknown
description Abstract The paper presents an estimation of probability distributions of geoacoustic signal characteristics. The studied signals have a pulsed nature. The ones have been recording at the geodynamic test site of the IKIR FEB RAS (Kamchatka Peninsula) for more than 20 years. To estimate the distribution of characteristics, such time intervals were determined in which histograms of the distribution did not change. The following characteristics were chosen for the estimation: maximum amplitude, the position of pulse envelope maximum, duration, filling frequency, and pulse-to-pulse interval. The obtained estimates made it possible to develop an empirical model of the geoacoustic emission signal. The model can help to test new and existing algorithms for the processing and analysis of geoacoustic signals. The paper also shows that the formalization of the selected characteristics makes it possible to search for anomalies, including those associated with seismic events, by the characteristic variations.
format Article in Journal/Newspaper
author Gapeev, M I
Senkevich, Yu I
Lukovenkova, O O
spellingShingle Gapeev, M I
Senkevich, Yu I
Lukovenkova, O O
Estimation of Probability Distributions of Geoacoustic Signal Characteristics
author_facet Gapeev, M I
Senkevich, Yu I
Lukovenkova, O O
author_sort Gapeev, M I
title Estimation of Probability Distributions of Geoacoustic Signal Characteristics
title_short Estimation of Probability Distributions of Geoacoustic Signal Characteristics
title_full Estimation of Probability Distributions of Geoacoustic Signal Characteristics
title_fullStr Estimation of Probability Distributions of Geoacoustic Signal Characteristics
title_full_unstemmed Estimation of Probability Distributions of Geoacoustic Signal Characteristics
title_sort estimation of probability distributions of geoacoustic signal characteristics
publisher IOP Publishing
publishDate 2021
url http://dx.doi.org/10.1088/1742-6596/2096/1/012018
https://iopscience.iop.org/article/10.1088/1742-6596/2096/1/012018
https://iopscience.iop.org/article/10.1088/1742-6596/2096/1/012018/pdf
long_lat ENVELOPE(160.000,160.000,56.000,56.000)
geographic Kamchatka Peninsula
geographic_facet Kamchatka Peninsula
genre Kamchatka
Kamchatka Peninsula
genre_facet Kamchatka
Kamchatka Peninsula
op_source Journal of Physics: Conference Series
volume 2096, issue 1, page 012018
ISSN 1742-6588 1742-6596
op_rights http://creativecommons.org/licenses/by/3.0/
https://iopscience.iop.org/info/page/text-and-data-mining
op_doi https://doi.org/10.1088/1742-6596/2096/1/012018
container_title Journal of Physics: Conference Series
container_volume 2096
container_issue 1
container_start_page 012018
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