Novel ST-MUSIC-based spectral analysis for detection of ULF geomagnetic signals anomalies associated with seismic events in Mexico
Recently, the analysis of ultra-low-frequency (ULF) geomagnetic signals in order to detect seismic anomalies has been reported in several works. Yet, they, although having promising results, present problems for their detection since these anomalies are generally too much weak and embedded in high n...
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creator | Chavez, Omar Amezquita-Sanchez, Juan Pablo Valtierra-Rodriguez, Martin Cruz-Abeyro, Jose Antonio Kotsarenko, Anatoliy Millan-Almaraz, Jesus Roberto Dominguez-Gonzalez, Aurelio Rojas, Eduardo |
description | Recently, the analysis of ultra-low-frequency (ULF) geomagnetic signals in order to detect seismic anomalies has been reported in several works. Yet, they, although having promising results, present problems for their detection since these anomalies are generally too much weak and embedded in high noise levels. In this work, a short-time multiple signal classification (ST-MUSIC), which is a technique with high-frequency resolution and noise immunity, is proposed for the detection of seismic anomalies in the ULF geomagnetic signals. Besides, the energy (E) of geomagnetic signals processed by ST-MUSIC is also presented as a complementary parameter to measure the fluctuations between seismic activity and seismic calm period. The usefulness and effectiveness of the proposal are demonstrated through the analysis of a synthetic signal and five real signals with earthquakes. The analysed ULF geomagnetic signals have been obtained using a tri-axial fluxgate magnetometer at the Juriquilla station, which is localized in Queretaro, Mexico (geographic coordinates: longitude 100.45° E and latitude 20.70° N). The results obtained show the detection of seismic perturbations before, during, and after the main shock, making the proposal a suitable tool for detecting seismic precursors. |
doi_str_mv | 10.1080/19475705.2015.1016554 |
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Yet, they, although having promising results, present problems for their detection since these anomalies are generally too much weak and embedded in high noise levels. In this work, a short-time multiple signal classification (ST-MUSIC), which is a technique with high-frequency resolution and noise immunity, is proposed for the detection of seismic anomalies in the ULF geomagnetic signals. Besides, the energy (E) of geomagnetic signals processed by ST-MUSIC is also presented as a complementary parameter to measure the fluctuations between seismic activity and seismic calm period. The usefulness and effectiveness of the proposal are demonstrated through the analysis of a synthetic signal and five real signals with earthquakes. The analysed ULF geomagnetic signals have been obtained using a tri-axial fluxgate magnetometer at the Juriquilla station, which is localized in Queretaro, Mexico (geographic coordinates: longitude 100.45° E and latitude 20.70° N). The results obtained show the detection of seismic perturbations before, during, and after the main shock, making the proposal a suitable tool for detecting seismic precursors.</description><identifier>ISSN: 1947-5705</identifier><identifier>EISSN: 1947-5713</identifier><identifier>DOI: 10.1080/19475705.2015.1016554</identifier><language>eng</language><publisher>Abingdon: Taylor & Francis</publisher><subject>Anomalies ; Geomagnetism ; Longitude ; Proposals ; Risk ; Seismic phenomena ; Signal classification ; ULF</subject><ispartof>Geomatics, natural hazards and risk, 2016-05, Vol.7 (3), p.1162-1174</ispartof><rights>2015 Taylor & Francis 2015</rights><rights>2015 Taylor & Francis</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c587t-6bc614ab36083e58ac2ceb3080041200d4ee74274c903b2e7988b9832ab2c6153</citedby><cites>FETCH-LOGICAL-c587t-6bc614ab36083e58ac2ceb3080041200d4ee74274c903b2e7988b9832ab2c6153</cites><orcidid>0000-0003-4474-0206</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,864,2102,27924,27925</link.rule.ids></links><search><creatorcontrib>Chavez, Omar</creatorcontrib><creatorcontrib>Amezquita-Sanchez, Juan Pablo</creatorcontrib><creatorcontrib>Valtierra-Rodriguez, Martin</creatorcontrib><creatorcontrib>Cruz-Abeyro, Jose Antonio</creatorcontrib><creatorcontrib>Kotsarenko, Anatoliy</creatorcontrib><creatorcontrib>Millan-Almaraz, Jesus Roberto</creatorcontrib><creatorcontrib>Dominguez-Gonzalez, Aurelio</creatorcontrib><creatorcontrib>Rojas, Eduardo</creatorcontrib><title>Novel ST-MUSIC-based spectral analysis for detection of ULF geomagnetic signals anomalies associated with seismic events in Mexico</title><title>Geomatics, natural hazards and risk</title><description>Recently, the analysis of ultra-low-frequency (ULF) geomagnetic signals in order to detect seismic anomalies has been reported in several works. Yet, they, although having promising results, present problems for their detection since these anomalies are generally too much weak and embedded in high noise levels. In this work, a short-time multiple signal classification (ST-MUSIC), which is a technique with high-frequency resolution and noise immunity, is proposed for the detection of seismic anomalies in the ULF geomagnetic signals. Besides, the energy (E) of geomagnetic signals processed by ST-MUSIC is also presented as a complementary parameter to measure the fluctuations between seismic activity and seismic calm period. The usefulness and effectiveness of the proposal are demonstrated through the analysis of a synthetic signal and five real signals with earthquakes. The analysed ULF geomagnetic signals have been obtained using a tri-axial fluxgate magnetometer at the Juriquilla station, which is localized in Queretaro, Mexico (geographic coordinates: longitude 100.45° E and latitude 20.70° N). The results obtained show the detection of seismic perturbations before, during, and after the main shock, making the proposal a suitable tool for detecting seismic precursors.</description><subject>Anomalies</subject><subject>Geomagnetism</subject><subject>Longitude</subject><subject>Proposals</subject><subject>Risk</subject><subject>Seismic phenomena</subject><subject>Signal classification</subject><subject>ULF</subject><issn>1947-5705</issn><issn>1947-5713</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNqFkk9vEzEQxVcIJKrSj4BkiQuXLf679t5AEYVIKRzanK1Z72xwtFkHe9uSK5-cCSk9cABfbD_93pNnPFX1WvBLwR1_J1ptjeXmUnJhSBKNMfpZdXbUa2OFev505uZldVHKltNS0lmuz6qfX9I9juzmtr5e3ywXdQcFe1b2GOYMI4MJxkOJhQ0psx5nkmOaWBrYenXFNph2sJlwjoGVuCG2kIO0MSKdSkkhwkx5D3H-xgrGsiMS73GaC4sTu8YfMaRX1YuBnHjxuJ9X66uPt4vP9errp-Xiw6oOxtm5brrQCA2darhTaBwEGbBT1AOuheS814hWS6tDy1Un0bbOda1TEjpJTqPOq-Upt0-w9fscd5APPkH0v4WUNx4ylTKibwU4EFr1EoK2ki7air4fYFBN1w6Kst6esvY5fb_DMvtdLAHHESZMd8ULR-_SVnH7f9Q6bnijnST0zV_oNt3lY1uJotp42ypNlDlRIadSMg5PtQjujzPh_8yEP86Ef5wJ8r0_-eJEv7mDh5TH3s9wGFMeMkwhFq_-HfEL6WC8Lg</recordid><startdate>20160503</startdate><enddate>20160503</enddate><creator>Chavez, Omar</creator><creator>Amezquita-Sanchez, Juan Pablo</creator><creator>Valtierra-Rodriguez, Martin</creator><creator>Cruz-Abeyro, Jose Antonio</creator><creator>Kotsarenko, Anatoliy</creator><creator>Millan-Almaraz, Jesus Roberto</creator><creator>Dominguez-Gonzalez, Aurelio</creator><creator>Rojas, Eduardo</creator><general>Taylor & Francis</general><general>Taylor & Francis Ltd</general><general>Taylor & Francis Group</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>7TG</scope><scope>7TN</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>H97</scope><scope>KL.</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><scope>SOI</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-4474-0206</orcidid></search><sort><creationdate>20160503</creationdate><title>Novel ST-MUSIC-based spectral analysis for detection of ULF geomagnetic signals anomalies associated with seismic events in Mexico</title><author>Chavez, Omar ; Amezquita-Sanchez, Juan Pablo ; Valtierra-Rodriguez, Martin ; Cruz-Abeyro, Jose Antonio ; Kotsarenko, Anatoliy ; Millan-Almaraz, Jesus Roberto ; Dominguez-Gonzalez, Aurelio ; Rojas, Eduardo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c587t-6bc614ab36083e58ac2ceb3080041200d4ee74274c903b2e7988b9832ab2c6153</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Anomalies</topic><topic>Geomagnetism</topic><topic>Longitude</topic><topic>Proposals</topic><topic>Risk</topic><topic>Seismic phenomena</topic><topic>Signal classification</topic><topic>ULF</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chavez, Omar</creatorcontrib><creatorcontrib>Amezquita-Sanchez, Juan Pablo</creatorcontrib><creatorcontrib>Valtierra-Rodriguez, Martin</creatorcontrib><creatorcontrib>Cruz-Abeyro, Jose Antonio</creatorcontrib><creatorcontrib>Kotsarenko, Anatoliy</creatorcontrib><creatorcontrib>Millan-Almaraz, Jesus Roberto</creatorcontrib><creatorcontrib>Dominguez-Gonzalez, Aurelio</creatorcontrib><creatorcontrib>Rojas, Eduardo</creatorcontrib><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Oceanic Abstracts</collection><collection>Water Resources Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Geomatics, natural hazards and risk</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chavez, Omar</au><au>Amezquita-Sanchez, Juan Pablo</au><au>Valtierra-Rodriguez, Martin</au><au>Cruz-Abeyro, Jose Antonio</au><au>Kotsarenko, Anatoliy</au><au>Millan-Almaraz, Jesus Roberto</au><au>Dominguez-Gonzalez, Aurelio</au><au>Rojas, Eduardo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Novel ST-MUSIC-based spectral analysis for detection of ULF geomagnetic signals anomalies associated with seismic events in Mexico</atitle><jtitle>Geomatics, natural hazards and risk</jtitle><date>2016-05-03</date><risdate>2016</risdate><volume>7</volume><issue>3</issue><spage>1162</spage><epage>1174</epage><pages>1162-1174</pages><issn>1947-5705</issn><eissn>1947-5713</eissn><abstract>Recently, the analysis of ultra-low-frequency (ULF) geomagnetic signals in order to detect seismic anomalies has been reported in several works. Yet, they, although having promising results, present problems for their detection since these anomalies are generally too much weak and embedded in high noise levels. In this work, a short-time multiple signal classification (ST-MUSIC), which is a technique with high-frequency resolution and noise immunity, is proposed for the detection of seismic anomalies in the ULF geomagnetic signals. Besides, the energy (E) of geomagnetic signals processed by ST-MUSIC is also presented as a complementary parameter to measure the fluctuations between seismic activity and seismic calm period. The usefulness and effectiveness of the proposal are demonstrated through the analysis of a synthetic signal and five real signals with earthquakes. The analysed ULF geomagnetic signals have been obtained using a tri-axial fluxgate magnetometer at the Juriquilla station, which is localized in Queretaro, Mexico (geographic coordinates: longitude 100.45° E and latitude 20.70° N). The results obtained show the detection of seismic perturbations before, during, and after the main shock, making the proposal a suitable tool for detecting seismic precursors.</abstract><cop>Abingdon</cop><pub>Taylor & Francis</pub><doi>10.1080/19475705.2015.1016554</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0003-4474-0206</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Anomalies Geomagnetism Longitude Proposals Risk Seismic phenomena Signal classification ULF |
title | Novel ST-MUSIC-based spectral analysis for detection of ULF geomagnetic signals anomalies associated with seismic events in Mexico |
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