{"id":"https://openalex.org/W4396817251","doi":"https://doi.org/10.1109/tpami.2024.3399689","title":"Artificial Intelligence and Machine Learning Tools for Improving Early Warning Systems of Volcanic Eruptions: The Case of Stromboli","display_name":"Artificial Intelligence and Machine Learning Tools for Improving Early Warning Systems of Volcanic Eruptions: The Case of Stromboli","publication_year":2024,"publication_date":"2024-05-10","ids":{"openalex":"https://openalex.org/W4396817251","doi":"https://doi.org/10.1109/tpami.2024.3399689","pmid":"https://pubmed.ncbi.nlm.nih.gov/38728129"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2024.3399689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3399689","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088309009","display_name":"Roberto Longo","orcid":"https://orcid.org/0000-0003-0506-2617"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Roberto Longo","raw_affiliation_strings":["imec, Leuven, Belgium","imec, Kapeldreef 75, 3001 Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"imec, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]},{"raw_affiliation_string":"imec, Kapeldreef 75, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019979224","display_name":"Giorgio Lacanna","orcid":"https://orcid.org/0000-0001-5512-1377"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Lacanna","raw_affiliation_strings":["Dipartimento di Scienze della Terra, Università degli Studi di Firenze, Florence, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze della Terra, Università degli Studi di Firenze, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089428903","display_name":"Lorenzo Innocenti","orcid":"https://orcid.org/0000-0002-6403-7166"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Innocenti","raw_affiliation_strings":["Dipartimento di Scienze della Terra, Università degli Studi di Firenze, Firenze, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze della Terra, Università degli Studi di Firenze, Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081546446","display_name":"Maurizio Ripepe","orcid":"https://orcid.org/0000-0002-1787-5618"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]},{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE","IT"],"is_corresponding":false,"raw_author_name":"Maurizio Ripepe","raw_affiliation_strings":["Dipartimento di Scienze della Terra, Università degli Studi di Firenze, Florence, Italy","imec, Kapeldreef 75, 3001 Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze della Terra, Università degli Studi di Firenze, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]},{"raw_affiliation_string":"imec, Kapeldreef 75, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088309009"],"corresponding_institution_ids":["https://openalex.org/I4210114974"],"apc_list":null,"apc_paid":null,"fwci":2.9096,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9168449,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"46","issue":"12","first_page":"7973","last_page":"7982"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9990000128746033,"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":0.9990000128746033,"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/T12424","display_name":"Earthquake Detection and Analysis","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T10110","display_name":"earthquake and tectonic studies","score":0.9707000255584717,"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/volcano","display_name":"Volcano","score":0.8299275040626526},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.7406744956970215},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.613339900970459},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5430189967155457},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5301141738891602},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48622122406959534},{"id":"https://openalex.org/keywords/explosive-material","display_name":"Explosive material","score":0.47619545459747314},{"id":"https://openalex.org/keywords/explosive-eruption","display_name":"Explosive eruption","score":0.4635894000530243},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4088141620159149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3522905707359314},{"id":"https://openalex.org/keywords/magma","display_name":"Magma","score":0.17844036221504211},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16123846173286438},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10523661971092224}],"concepts":[{"id":"https://openalex.org/C120806208","wikidata":"https://www.wikidata.org/wiki/Q8072","display_name":"Volcano","level":2,"score":0.8299275040626526},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.7406744956970215},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.613339900970459},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5430189967155457},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5301141738891602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48622122406959534},{"id":"https://openalex.org/C154238967","wikidata":"https://www.wikidata.org/wiki/Q12870","display_name":"Explosive material","level":2,"score":0.47619545459747314},{"id":"https://openalex.org/C146348940","wikidata":"https://www.wikidata.org/wiki/Q1321886","display_name":"Explosive eruption","level":4,"score":0.4635894000530243},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4088141620159149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3522905707359314},{"id":"https://openalex.org/C183222429","wikidata":"https://www.wikidata.org/wiki/Q42278","display_name":"Magma","level":3,"score":0.17844036221504211},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16123846173286438},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10523661971092224},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tpami.2024.3399689","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3399689","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:38728129","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38728129","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,"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":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:flore.unifi.it:2158/1393652","is_oa":false,"landing_page_url":"https://hdl.handle.net/2158/1393652","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1586409759","https://openalex.org/W1763378596","https://openalex.org/W1924770834","https://openalex.org/W1985589137","https://openalex.org/W2013123131","https://openalex.org/W2086432814","https://openalex.org/W2115795343","https://openalex.org/W2116261113","https://openalex.org/W2132711651","https://openalex.org/W2324762682","https://openalex.org/W2789954303","https://openalex.org/W2794209590","https://openalex.org/W2898806021","https://openalex.org/W2923222994","https://openalex.org/W2942158178","https://openalex.org/W2955832930","https://openalex.org/W2964199361","https://openalex.org/W2978631110","https://openalex.org/W3026642322","https://openalex.org/W3037460735","https://openalex.org/W3042276009","https://openalex.org/W3088804005","https://openalex.org/W3093196781","https://openalex.org/W3104896896","https://openalex.org/W3112693645","https://openalex.org/W3120645211","https://openalex.org/W3132341661","https://openalex.org/W3134474203","https://openalex.org/W3136473526","https://openalex.org/W3155792061","https://openalex.org/W3204728025","https://openalex.org/W4291915783","https://openalex.org/W4299689471","https://openalex.org/W4382626768","https://openalex.org/W4389441661","https://openalex.org/W4392188210","https://openalex.org/W4400762160","https://openalex.org/W6640212811"],"related_works":["https://openalex.org/W2287334727","https://openalex.org/W1488588773","https://openalex.org/W2762476777","https://openalex.org/W2048510477","https://openalex.org/W1750550458","https://openalex.org/W1572157171","https://openalex.org/W599046658","https://openalex.org/W1968038908","https://openalex.org/W750618298","https://openalex.org/W2390287242"],"abstract_inverted_index":{"Explosive":[0],"volcanic":[1,192],"blasts":[2],"can":[3,133],"occur":[4],"suddenly":[5],"and":[6,27,38,130,141,183],"without":[7],"any":[8],"clear":[9],"precursors.":[10],"Many":[11],"volcanoes":[12],"have":[13],"erupted":[14],"in":[15,23,173],"the":[16,24,32,36,39,42,64,69,76,80,85,94,109,139,142,149,166,175,187],"last":[17],"years":[18],"with":[19,28,191],"no":[20],"evident":[21],"change":[22],"eruptive":[25],"parameters":[26],"dramatic":[29],"consequences":[30],"for":[31,165],"population":[33],"living":[34],"nearby":[35],"volcano":[37,86],"tourists":[40],"visiting":[41],"active":[43],"areas.":[44],"In":[45,122],"recent":[46],"years,":[47],"a":[48,97,112,152],"big":[49],"effort":[50],"has":[51,82,107],"been":[52],"made":[53],"to":[54,59,63,74,137],"develop":[55],"Early":[56,114,145],"Warning":[57,115,146],"systems":[58],"issue":[60],"timely":[61],"alerts":[62],"population.":[65],"At":[66],"Stromboli":[67,167],"volcano,":[68],"development":[70,110],"of":[71,79,91,104,111,144,151,177],"sensitive":[72],"instruments":[73],"measure":[75],"deformation":[77,106],"(tilt)":[78],"ground":[81,105],"revealed":[83],"that":[84],"edifice":[87],"is":[88,118],"inflating":[89],"tens":[90],"minutes":[92],"before":[93],"explosion":[95],"following":[96],"recurrent":[98],"exponential":[99],"ramp-like":[100],"pattern.":[101],"This":[102],"scale-invariant":[103],"allowed":[108],"quasi-deterministic":[113],"system":[116],"which":[117],"operative":[119],"since":[120],"2019.":[121],"this":[123],"article":[124],"we":[125],"show":[126],"how":[127],"Artificial":[128],"Intelligence":[129],"Machine":[131],"Learning":[132],"be":[134],"successfully":[135],"applied":[136],"improve":[138],"efficiency":[140],"sensitivity":[143],"systems,":[147],"provided":[148],"availability":[150],"comprehensive":[153],"experimental":[154],"data":[155],"set":[156],"on":[157],"past":[158],"explosive":[159,178],"events.":[160],"The":[161],"approach":[162],"presented":[163],"here":[164],"case":[168],"demonstrates":[169],"promising":[170],"results":[171],"also":[172],"forecasting":[174],"intensity":[176],"events,":[179],"offering":[180],"valuable":[181],"insights":[182],"new":[184],"perspectives":[185],"into":[186],"potential":[188],"risks":[189],"associated":[190],"activities.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}