{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T09:40:46Z","timestamp":1780393246402,"version":"3.54.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100005230","name":"Organization of American States","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005230","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Coimbra Group of Brazilian Universities"},{"name":"Higher Education Personnel Improvement Coordination"},{"name":"Pablo Eduardo Espinoza Lara"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/jstars.2020.2982714","type":"journal-article","created":{"date-parts":[[2020,3,27]],"date-time":"2020-03-27T15:51:58Z","timestamp":1585324318000},"page":"1322-1331","source":"Crossref","is-referenced-by-count":29,"title":["Automatic Multichannel Volcano-Seismic Classification Using Machine Learning and EMD"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3357-6471","authenticated-orcid":false,"given":"Pablo Eduardo Espinoza","family":"Lara","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carlos Alexandre Rolim","family":"Fernandes","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adolfo","family":"Inza","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6538-7865","authenticated-orcid":false,"given":"Jerome I.","family":"Mars","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jean-Philippe","family":"Metaxian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mauro","family":"Dalla Mura","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6448-7650","authenticated-orcid":false,"given":"Marielle","family":"Malfante","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2797537"},{"key":"ref38","first-page":"116","article-title":"Support vector machines and MLP for automatic classification of seismic signals at Stromboli volcano","author":"giacco","year":"0","journal-title":"Proc Conf Neural Nets WIRN"},{"key":"ref33","article-title":"Empirical mode decomposition for seismic applications","author":"han","year":"2014"},{"key":"ref32","article-title":"De-noising seismic data by empirical mode decomposition","author":"saeed","year":"2011"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1142\/S1793536909000059"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2008.4517614"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1093\/imanum\/drl044"},{"key":"ref36","article-title":"Feature extraction from band-limited signals and classification of features","author":"astapov","year":"2011"},{"key":"ref35","first-page":"iv-526","article-title":"Improving feature extraction in the automatic classification of seismic events. Application to Colima and Arenal volcanoes","author":"\u00e1lvarez","year":"0","journal-title":"Proc IEEE Int Geosci Remote Sens Symp"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2013.2264711"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2011.91"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataService.2018.00017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1785\/0120030075"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvolgeores.2008.12.002"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2018.8553358"},{"key":"ref14","article-title":"Continuous automatic classification of seismic signals of volcanic origin at Mt. Merapi, Java, Indonesia","author":"ohrnberger","year":"2001"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2006.1661384"},{"key":"ref16","first-page":"iv-522","article-title":"Volcano-seismic signal detection and classification processing using hidden Markov models. Application to San Crist&#x00F3;bal volcano, Nicaragua","volume":"4","author":"guti\u00e9rrez","year":"0","journal-title":"Proc IEEE Int Geosci Remote Sens Symp"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ISDEA.2010.269"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2779166"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1998.0193"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ISSPIT.2012.6621303"},{"key":"ref4","first-page":"64","article-title":"A new approaches for seismic signals discrimination","volume":"1","author":"benbrahim","year":"2007","journal-title":"Int J Geological Environ Eng"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevD.75.061101"},{"key":"ref3","first-page":"1","article-title":"Volcano seismology","author":"wassermann","year":"2012","journal-title":"IASPEI New Manual of Seismological Observatory Practice (NMSOP)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2010.09.005"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CompComm.2018.8781035"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-246X.2009.04343.x"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2209870"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3103\/S0747923917010054"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.earth.33.092203.122459"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/5803184"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2016.06.090"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4020-2969-1_6"},{"key":"ref22","first-page":"262","article-title":"Seismicity associated with the 2006-2008 eruption, Ubinas volcano","author":"macedo","year":"2009"},{"key":"ref21","article-title":"Understanding magmatic processes and seismo-volcano source localization with multicomponent seismic arrays","author":"inza","year":"2013"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1029\/2000JB900033"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-246X.2011.05148.x"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/380309a0"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvolgeores.2013.11.008"},{"key":"ref26","first-page":"176","article-title":"Towards an automatic detection system of signals at cotopaxi volcano","volume":"84","author":"cueva","year":"2017","journal-title":"DYNA"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2006.882264"}],"container-title":["IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4609443\/8994817\/09049122.pdf?arnumber=9049122","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:30:12Z","timestamp":1641987012000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9049122\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/jstars.2020.2982714","relation":{},"ISSN":["1939-1404","2151-1535"],"issn-type":[{"value":"1939-1404","type":"print"},{"value":"2151-1535","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]}}}