{"id":"https://openalex.org/W6930871821","doi":"https://doi.org/10.5281/zenodo.15516486","title":"An eXplainable Artificial Intelligence Genesis Potential Index (XAI-GPI) for Tropical Cyclone Genesis Detection","display_name":"An eXplainable Artificial Intelligence Genesis Potential Index (XAI-GPI) for Tropical Cyclone Genesis Detection","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W6930871821","doi":"https://doi.org/10.5281/zenodo.15516486"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15516486","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15516486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"other","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15516486","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Filippo Dainelli","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Filippo Dainelli","raw_affiliation_strings":["Politecnico di Milano"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":null,"display_name":"P\u00e9rez-Aracil, Jorge","orcid":"https://orcid.org/0000-0002-4456-9886"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P\u00e9rez-Aracil, Jorge","raw_affiliation_strings":["Universidad de Alcal\u00e1"],"raw_orcid":"https://orcid.org/0000-0002-4456-9886","affiliations":[{"raw_affiliation_string":"Universidad de Alcal\u00e1","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ascenso, Guido","orcid":"https://orcid.org/0000-0002-9050-9892"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ascenso, Guido","raw_affiliation_strings":["Politecnico di Milano","CMCC Foundation - Euro-Mediterranean Center on Climate Change"],"raw_orcid":"https://orcid.org/0000-0002-9050-9892","affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Scoccimarro, Enrico","orcid":"https://orcid.org/0009-0001-8499-0296"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Scoccimarro, Enrico","raw_affiliation_strings":["CMCC Foundation - Euro-Mediterranean Center on Climate Change"],"raw_orcid":"https://orcid.org/0009-0001-8499-0296","affiliations":[{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Giuliani, Matteo","orcid":"https://orcid.org/0000-0002-4780-9347"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuliani, Matteo","raw_affiliation_strings":["Politecnico di Milano","CMCC Foundation - Euro-Mediterranean Center on Climate Change"],"raw_orcid":"https://orcid.org/0000-0002-4780-9347","affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","institution_ids":["https://openalex.org/I4210111827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Salcedo-Sanz, Sancho","orcid":"https://orcid.org/0000-0002-4048-1676"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Salcedo-Sanz, Sancho","raw_affiliation_strings":["Universidad de Alcal\u00e1"],"raw_orcid":"https://orcid.org/0000-0002-4048-1676","affiliations":[{"raw_affiliation_string":"Universidad de Alcal\u00e1","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"last","author":{"id":null,"display_name":"Castelletti, Andrea","orcid":"https://orcid.org/0000-0002-7923-1498"},"institutions":[{"id":"https://openalex.org/I4210111827","display_name":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","ror":"https://ror.org/01tf11a61","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210111827"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Castelletti, Andrea","raw_affiliation_strings":["Politecnico di Milano","CMCC Foundation - Euro-Mediterranean Center on Climate Change"],"raw_orcid":"https://orcid.org/0000-0002-7923-1498","affiliations":[{"raw_affiliation_string":"Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"CMCC Foundation - Euro-Mediterranean Center on Climate Change","institution_ids":["https://openalex.org/I4210111827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10403","display_name":"Phonetics and Phonology Research","score":0.5182999968528748,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10403","display_name":"Phonetics and Phonology Research","score":0.5182999968528748,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10788","display_name":"Neuroscience and Music Perception","score":0.25999999046325684,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.02070000022649765,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7476999759674072},{"id":"https://openalex.org/keywords/tropical-cyclone","display_name":"Tropical cyclone","score":0.7069000005722046},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4731999933719635},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4000000059604645},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3846000134944916},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.3610000014305115}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7476999759674072},{"id":"https://openalex.org/C29141058","wikidata":"https://www.wikidata.org/wiki/Q8092","display_name":"Tropical cyclone","level":2,"score":0.7069000005722046},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.5781999826431274},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4731999933719635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45190000534057617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44519999623298645},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4000000059604645},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3846000134944916},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3792000114917755},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.3610000014305115},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3562000095844269},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.32030001282691956},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.31859999895095825},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.3163999915122986},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3075000047683716},{"id":"https://openalex.org/C2985189572","wikidata":"https://www.wikidata.org/wiki/Q1239","display_name":"Indian ocean","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.27320000529289246}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.15516486","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15516486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15516486","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15516486","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.7630505561828613,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Tropical":[0],"cyclones":[1,24],"are":[2],"extreme":[3],"weather":[4],"events":[5],"that":[6],"threaten":[7],"the":[8,20,84,87,102,107,114,131,138],"lives":[9],"of":[10,22,57,61,86,104,126],"several":[11],"communities":[12],"worldwide":[13],"and":[14,53,60,75,116,122,166,191],"cause":[15],"widespread":[16],"damage.":[17],"Accurately":[18],"detecting":[19],"genesis":[21,172],"tropical":[23,136],"(TCG),":[25],"particularly":[26],"its":[27],"interannual":[28,62],"variability":[29,128,147],"across":[30,134],"ocean":[31],"basins,":[32,137],"remains":[33],"a":[34,40,164,175,182],"major":[35],"challenge.":[36],"Here,":[37],"we":[38,89],"present":[39],"machine":[41],"learning":[42],"framework":[43],"to":[44,94],"improve":[45],"annual":[46],"TCG":[47,105,127],"estimation,":[48],"identify":[49],"key":[50,124],"formation":[51],"drivers,":[52],"enhance":[54],"mechanistic":[55],"understanding":[56],"their":[58],"occurrences":[59],"variability.":[63],"The":[64],"approach":[65],"combines":[66],"spatial":[67],"clustering":[68],"for":[69,100,169,186],"dimensionality":[70],"reduction,":[71],"ensemble-based":[72],"feature":[73],"selection,":[74],"interpretability":[76],"via":[77],"SHapley":[78],"Additive":[79],"exPlanations":[80],"(SHAP).":[81],"Based":[82],"on":[83],"results":[85],"framework,":[88],"propose":[90],"Machine":[91],"Learning-based":[92],"alternative":[93],"conventional":[95,141],"Genesis":[96],"Potential":[97],"Indices":[98],"(GPIs)":[99],"analyzing":[101],"number":[103],"occurences:":[106],"XAI-GPI.":[108],"Unlike":[109],"fixed-form":[110],"GPIs":[111,142],"such":[112],"as":[113,181],"Emanuel":[115],"Nolan":[117],"GPI,":[118],"our":[119],"index":[120],"identifies":[121],"explains":[123],"predictors":[125],"directly":[129],"from":[130],"data.":[132],"Applied":[133],"six":[135],"XAI-GPI":[139,180],"outperforms":[140],"in":[143,174,188],"capturing":[144],"observed":[145],"year-to-year":[146],"while":[148],"offering":[149,163],"physical":[150],"interpretability.":[151],"In":[152],"fact,":[153],"SHAP":[154],"analysis":[155],"further":[156],"clarifies":[157],"how":[158],"these":[159],"features":[160],"modulate":[161],"TCG,":[162],"transparent":[165],"scalable":[167],"method":[168],"advancing":[170],"cyclone":[171],"prediction":[173],"changing":[176],"climate.":[177],"This":[178],"positions":[179],"next-generation,":[183],"explainable":[184],"GPI":[185],"use":[187],"both":[189],"forecasting":[190],"climate":[192],"attribution":[193],"contexts.":[194]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
