{"id":"https://openalex.org/W7125712944","doi":"https://doi.org/10.3390/s26030783","title":"Application of Neural Network Automatic Event Detection for Reservoir-Triggered Seismicity Monitoring Networks","display_name":"Application of Neural Network Automatic Event Detection for Reservoir-Triggered Seismicity Monitoring Networks","publication_year":2026,"publication_date":"2026-01-23","ids":{"openalex":"https://openalex.org/W7125712944","doi":"https://doi.org/10.3390/s26030783","pmid":"https://pubmed.ncbi.nlm.nih.gov/41682298","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/12899294"},"language":"en","primary_location":{"id":"doi:10.3390/s26030783","doi":"https://doi.org/10.3390/s26030783","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s26030783","pdf_url":"https://www.mdpi.com/1424-8220/26/3/783/pdf?version=1769184361","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/26/3/783/pdf?version=1769184361","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057469202","display_name":"Jan Wiszniowski","orcid":"https://orcid.org/0000-0001-7236-7002","observed_orcids":["https://orcid.org/0000-0001-7236-7002"]},"institutions":[{"id":"https://openalex.org/I4210135200","display_name":"Institute of Geophysics Polish Academy of Sciences","ror":"https://ror.org/04rc9d057","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jan Wiszniowski","raw_affiliation_strings":["Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7236-7002","affiliations":[{"raw_affiliation_string":"Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland","institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083918696","display_name":"Grzegorz Lizurek","orcid":"https://orcid.org/0000-0002-4801-4888","observed_orcids":["https://orcid.org/0000-0002-4801-4888"]},"institutions":[{"id":"https://openalex.org/I4210135200","display_name":"Institute of Geophysics Polish Academy of Sciences","ror":"https://ror.org/04rc9d057","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Grzegorz Lizurek","raw_affiliation_strings":["Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-4801-4888","affiliations":[{"raw_affiliation_string":"Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland","institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025127501","display_name":"Anna Tymi\u0144ska","orcid":"https://orcid.org/0000-0001-7802-2566","observed_orcids":["https://orcid.org/0000-0001-7802-2566"]},"institutions":[{"id":"https://openalex.org/I4210135200","display_name":"Institute of Geophysics Polish Academy of Sciences","ror":"https://ror.org/04rc9d057","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Tymi\u0144ska","raw_affiliation_strings":["Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7802-2566","affiliations":[{"raw_affiliation_string":"Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland","institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115973795","display_name":"Paulina Kucia","orcid":"https://orcid.org/0009-0005-1766-4027","observed_orcids":["https://orcid.org/0009-0005-1766-4027"]},"institutions":[{"id":"https://openalex.org/I4210135200","display_name":"Institute of Geophysics Polish Academy of Sciences","ror":"https://ror.org/04rc9d057","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Paulina Kucia","raw_affiliation_strings":["Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland"],"raw_orcid":"https://orcid.org/0009-0005-1766-4027","affiliations":[{"raw_affiliation_string":"Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland","institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079357856","display_name":"Beata Plesiewicz","orcid":"https://orcid.org/0009-0000-7697-4424","observed_orcids":["https://orcid.org/0009-0000-7697-4424"]},"institutions":[{"id":"https://openalex.org/I4210135200","display_name":"Institute of Geophysics Polish Academy of Sciences","ror":"https://ror.org/04rc9d057","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Beata Plesiewicz","raw_affiliation_strings":["Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland"],"raw_orcid":"https://orcid.org/0009-0000-7697-4424","affiliations":[{"raw_affiliation_string":"Institute of Geophysics, Polish Academy of Sciences, 01-452 Warsaw, Poland","institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5057469202"],"corresponding_institution_ids":["https://openalex.org/I4210135200","https://openalex.org/I99542240"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05642152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"3","first_page":"783","last_page":"783"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13619","display_name":"Geotechnical and Geomechanical Engineering","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11757","display_name":"Seismic Waves and Analysis","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reservoir-induced-seismicity","display_name":"reservoir-induced seismicity","score":0.9980000257492065},{"id":"https://openalex.org/keywords/automatic-event-detection","display_name":"automatic event detection","score":0.746999979019165},{"id":"https://openalex.org/keywords/neural-network-detector","display_name":"neural network detector","score":0.5669999718666077},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.8040000200271606},{"id":"https://openalex.org/keywords/phase-association","display_name":"phase association","score":0.6349999904632568},{"id":"https://openalex.org/keywords/s-wave-detection","display_name":"S-wave detection","score":0.6890000104904175},{"id":"https://openalex.org/keywords/seismic-network","display_name":"seismic network","score":0.703000009059906},{"id":"https://openalex.org/keywords/poland","display_name":"Poland","score":0.43299999833106995},{"id":"https://openalex.org/keywords/vietnam","display_name":"Vietnam","score":1.0}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7146999835968018},{"id":"https://openalex.org/C83176761","wikidata":"https://www.wikidata.org/wiki/Q1394636","display_name":"Induced seismicity","level":2,"score":0.6704000234603882},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6155999898910522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6083999872207642},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5964999794960022},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4742000102996826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4641000032424927},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4219000041484833},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.396699994802475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39320001006126404},{"id":"https://openalex.org/C202887219","wikidata":"https://www.wikidata.org/wiki/Q3895221","display_name":"Parametrization (atmospheric modeling)","level":3,"score":0.38190001249313354},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3785000145435333},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.3709000051021576},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33570000529289246},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3319000005722046},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.26919999718666077},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.2680000066757202},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.25690001249313354}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s26030783","doi":"https://doi.org/10.3390/s26030783","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s26030783","pdf_url":"https://www.mdpi.com/1424-8220/26/3/783/pdf?version=1769184361","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:11706186","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12899294","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmid:41682298","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41682298","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12899294","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12899294/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:d3a32508b8b048d2877a0e6e387c97b9","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/d3a32508b8b048d2877a0e6e387c97b9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 26, Iss 3, p 783 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s26030783","doi":"https://doi.org/10.3390/s26030783","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s26030783","pdf_url":"https://www.mdpi.com/1424-8220/26/3/783/pdf?version=1769184361","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G8525385335","display_name":null,"funder_award_id":"UMO-2021/41/B/ST10/02618","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"},{"id":"https://openalex.org/F4320322650","display_name":"Narodowym Centrum Nauki","ror":"https://ror.org/03ha2q922"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7125712944.pdf","grobid_xml":"https://content.openalex.org/works/W7125712944.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1971258951","https://openalex.org/W1994381361","https://openalex.org/W2014139842","https://openalex.org/W2081654947","https://openalex.org/W2132547391","https://openalex.org/W2143787696","https://openalex.org/W2201979818","https://openalex.org/W2274592856","https://openalex.org/W2312079796","https://openalex.org/W2396700890","https://openalex.org/W2398851514","https://openalex.org/W2513967722","https://openalex.org/W2528961483","https://openalex.org/W2779949574","https://openalex.org/W2798961812","https://openalex.org/W2891299419","https://openalex.org/W2909899137","https://openalex.org/W2950854378","https://openalex.org/W2951463680","https://openalex.org/W2980395728","https://openalex.org/W2981733908","https://openalex.org/W3022504219","https://openalex.org/W3047855151","https://openalex.org/W3096848294","https://openalex.org/W3134329004","https://openalex.org/W3147262955","https://openalex.org/W3170986386","https://openalex.org/W3184953310","https://openalex.org/W4205690192","https://openalex.org/W4206734406","https://openalex.org/W4220904918","https://openalex.org/W4309502656","https://openalex.org/W4313327993","https://openalex.org/W4385708965","https://openalex.org/W4392235861","https://openalex.org/W4392316883","https://openalex.org/W4405231140"],"related_works":["https://openalex.org/W3096848294","https://openalex.org/W6936233130","https://openalex.org/W6973978486","https://openalex.org/W3112048877","https://openalex.org/W7203838938","https://openalex.org/W3088302144","https://openalex.org/W4206185422","https://openalex.org/W3121934640","https://openalex.org/W2243566242","https://openalex.org/W3200464395"],"abstract_inverted_index":{"This":[0],"study":[1],"examines":[2],"reservoir-triggered":[3],"seismicity":[4],"(RTS)":[5],"in":[6,155,241,250],"Poland":[7],"and":[8,37,107,121,140,262],"Vietnam.":[9],"The":[10,26,184,207],"current":[11],"state":[12],"of":[13,28,44,55,58,87,110,123,162,171,181,226,238,253],"individual":[14,50],"RTS":[15,51,98],"seismic":[16,111,157,182,239],"networks":[17],"necessitates":[18],"detecting":[19,156],"earthquakes":[20],"from":[21],"only":[22,56],"a":[23,88,100,152,167,228],"few":[24],"stations.":[25],"number":[27,237],"P":[29],"waves":[30],"is":[31,61,131,143,233],"often":[32],"inadequate":[33],"for":[34,63,105],"phase":[35,133,137],"association":[36,150],"event":[38],"location,":[39],"which":[40,232],"underscores":[41],"the":[42,85,97,129,160,169,179,189,195,218,223,236,242,251,254],"importance":[43],"identifying":[45,259],"S":[46],"waves.":[47],"Given":[48],"that":[49,187],"cases":[52],"may":[53,245],"consist":[54],"hundreds":[57],"events,":[59],"it":[60],"crucial":[62],"algorithms":[64],"to":[65,72,96,178,212,217,234],"be":[66,247],"trained":[67],"on":[68,132,175],"small":[69],"datasets":[70],"or":[71],"detect":[73],"effectively":[74],"using":[75],"external,":[76],"global":[77,91],"training":[78],"data.":[79],"To":[80],"evaluate":[81],"this,":[82],"we":[83],"compared":[84,216],"efficiency":[86,115],"deep":[89],"learning":[90,95,114],"detection":[92,109,124,141,192],"model,":[93],"transfer":[94],"database,":[99],"specialized":[101],"neural":[102,229],"network":[103,230],"designed":[104],"RTS,":[106],"manual":[108,196],"signals.":[112],"Transfer":[113],"was":[116],"database":[117],"dependent.":[118],"Additional":[119],"interpretation":[120],"parametrization":[122],"results":[125],"are":[126,199],"assumed.":[127],"Therefore,":[128],"emphasis":[130],"detection,":[134],"rather":[135],"than":[136,146],"picking":[138],"accuracy,":[139],"sensitivity":[142],"more":[144,214],"important":[145],"its":[147],"specificity.":[148],"Phase":[149],"plays":[151],"vital":[153],"role":[154],"signals,":[158],"facilitating":[159],"elimination":[161],"most":[163],"false":[164],"picks.":[165],"As":[166],"result,":[168],"comparisons":[170],"detections":[172],"were":[173],"based":[174],"parameters":[176],"related":[177],"location":[180],"events.":[183],"findings":[185],"indicate":[186],"neither":[188],"automatic":[190],"signal":[191],"methods":[193,197],"nor":[194],"alone":[198],"sufficient.":[200],"However,":[201],"their":[202],"combination":[203],"significantly":[204],"enhances":[205],"detectability.":[206],"final":[208],"catalogs":[209],"cover":[210],"up":[211],"30%":[213],"events":[215,240],"previous":[219],"manual.":[220],"It":[221,244],"fulfills":[222],"main":[224],"aim":[225],"applying":[227],"detector,":[231],"increase":[235],"catalog.":[243],"also":[246],"further":[248],"utilized":[249],"research":[252],"triggering":[255],"process,":[256],"such":[257],"as":[258],"fluid":[260],"paths":[261],"determining":[263],"fault":[264],"geometry.":[265]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-01-27T00:00:00"}
