{"id":"https://openalex.org/W4405811773","doi":"https://doi.org/10.1109/access.2024.3523415","title":"Transmission Failure Prediction Using AI and Structural Modeling Informed by Distribution Outages","display_name":"Transmission Failure Prediction Using AI and Structural Modeling Informed by Distribution Outages","publication_year":2024,"publication_date":"2024-12-26","ids":{"openalex":"https://openalex.org/W4405811773","doi":"https://doi.org/10.1109/access.2024.3523415"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3523415","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3523415","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3523415","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040028885","display_name":"Sita Nyame","orcid":"https://orcid.org/0000-0001-9818-7659"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sita Nyame","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA","Department of Civil & Environmental Engineering, University of Connecticut, Storrs, CT, USA"],"raw_orcid":"https://orcid.org/0000-0001-9818-7659","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]},{"raw_affiliation_string":"Department of Civil & Environmental Engineering, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083178193","display_name":"William O. Taylor","orcid":"https://orcid.org/0000-0001-8713-5650"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William O. Taylor","raw_affiliation_strings":["Operations and Information Management Department, University of Connecticut, Storrs, CT, USA","Operations and Information Management Department, University of Connecticut, CT, USA"],"raw_orcid":"https://orcid.org/0000-0001-8713-5650","affiliations":[{"raw_affiliation_string":"Operations and Information Management Department, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]},{"raw_affiliation_string":"Operations and Information Management Department, University of Connecticut, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001574324","display_name":"William Hughes","orcid":"https://orcid.org/0000-0001-9957-137X"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Hughes","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA","Department of Civil & Environmental Engineering, University of Connecticut, Storrs, CT, USA"],"raw_orcid":"https://orcid.org/0000-0001-9957-137X","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]},{"raw_affiliation_string":"Department of Civil & Environmental Engineering, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101642696","display_name":"Mingguo Hong","orcid":"https://orcid.org/0000-0003-2333-4575"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingguo Hong","raw_affiliation_strings":["ISO New England Inc., Holyoke, MA, USA","ISO New England, 1 Sullivan Rd, Holyoke, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-2333-4575","affiliations":[{"raw_affiliation_string":"ISO New England Inc., Holyoke, MA, USA","institution_ids":[]},{"raw_affiliation_string":"ISO New England, 1 Sullivan Rd, Holyoke, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043369880","display_name":"Marika Koukoula","orcid":"https://orcid.org/0000-0002-8437-7272"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Marika Koukoula","raw_affiliation_strings":["Institute of Earth Surface Dynamics, University of Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8437-7272","affiliations":[{"raw_affiliation_string":"Institute of Earth Surface Dynamics, University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101730091","display_name":"Feifei Yang","orcid":"https://orcid.org/0000-0002-4116-9967"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feifei Yang","raw_affiliation_strings":["Eversource Energy Center, University of Connecticut, Storrs, CT, USA"],"raw_orcid":"https://orcid.org/0000-0002-4116-9967","affiliations":[{"raw_affiliation_string":"Eversource Energy Center, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064954416","display_name":"Aaron Spaulding","orcid":"https://orcid.org/0000-0001-9727-6756"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Spaulding","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Princeton University, Princeton, NJ, USA","Department of Civil & Environmental Engineering, Princeton University, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"Department of Civil & Environmental Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056336616","display_name":"Xiaochuan Luo","orcid":"https://orcid.org/0000-0001-7437-955X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaochuan Luo","raw_affiliation_strings":["ISO New England Inc., Holyoke, MA, USA","ISO New England, 1 Sullivan Rd, Holyoke, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-7437-955X","affiliations":[{"raw_affiliation_string":"ISO New England Inc., Holyoke, MA, USA","institution_ids":[]},{"raw_affiliation_string":"ISO New England, 1 Sullivan Rd, Holyoke, MA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079600021","display_name":"Slava Maslennikov","orcid":"https://orcid.org/0000-0003-0011-0288"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Slava Maslennikov","raw_affiliation_strings":["ISO New England Inc., Holyoke, MA, USA","ISO New England, 1 Sullivan Rd, Holyoke, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-0011-0288","affiliations":[{"raw_affiliation_string":"ISO New England Inc., Holyoke, MA, USA","institution_ids":[]},{"raw_affiliation_string":"ISO New England, 1 Sullivan Rd, Holyoke, MA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063609097","display_name":"Diego Cerrai","orcid":"https://orcid.org/0000-0001-5918-4885"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diego Cerrai","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA","Department of Civil & Environmental Engineering, University of Connecticut, Storrs, CT, USA"],"raw_orcid":"https://orcid.org/0000-0001-5918-4885","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]},{"raw_affiliation_string":"Department of Civil & Environmental Engineering, University of Connecticut, Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3198,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61863617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":null,"first_page":"42","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T12804","display_name":"Thermal Analysis in Power Transmission","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6690833568572998},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5351828932762146},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5145840048789978},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17680218815803528},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12740060687065125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6690833568572998},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5351828932762146},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5145840048789978},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17680218815803528},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12740060687065125}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3523415","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3523415","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:eea9956cc530491fa87112cb801378f6","is_oa":true,"landing_page_url":"https://doaj.org/article/eea9956cc530491fa87112cb801378f6","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,"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":"IEEE Access, Vol 13, Pp 42-55 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3523415","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3523415","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W775021449","https://openalex.org/W933982334","https://openalex.org/W1496741215","https://openalex.org/W1500435738","https://openalex.org/W1990914666","https://openalex.org/W2026469686","https://openalex.org/W2032883387","https://openalex.org/W2050297026","https://openalex.org/W2052805238","https://openalex.org/W2054290793","https://openalex.org/W2101753511","https://openalex.org/W2112081648","https://openalex.org/W2143430740","https://openalex.org/W2162089259","https://openalex.org/W2295598076","https://openalex.org/W2326634955","https://openalex.org/W2444239338","https://openalex.org/W2546440174","https://openalex.org/W2587190936","https://openalex.org/W2616009825","https://openalex.org/W2885151570","https://openalex.org/W2885903200","https://openalex.org/W2892860709","https://openalex.org/W2895418405","https://openalex.org/W2910274638","https://openalex.org/W2910907233","https://openalex.org/W2912309529","https://openalex.org/W2918683335","https://openalex.org/W2926989489","https://openalex.org/W2964768871","https://openalex.org/W2970280054","https://openalex.org/W2995056364","https://openalex.org/W3002957949","https://openalex.org/W3006420689","https://openalex.org/W3013220599","https://openalex.org/W3026111330","https://openalex.org/W3045004532","https://openalex.org/W3080246469","https://openalex.org/W3087726064","https://openalex.org/W3094643344","https://openalex.org/W3114227586","https://openalex.org/W3115170013","https://openalex.org/W3156239754","https://openalex.org/W3170774543","https://openalex.org/W3176320136","https://openalex.org/W3177124531","https://openalex.org/W3182168536","https://openalex.org/W3190398412","https://openalex.org/W3206758744","https://openalex.org/W3207981393","https://openalex.org/W3212885282","https://openalex.org/W4210799570","https://openalex.org/W4211076383","https://openalex.org/W4226066908","https://openalex.org/W4229444759","https://openalex.org/W4246226690","https://openalex.org/W4251637127","https://openalex.org/W4281627714","https://openalex.org/W4281708668","https://openalex.org/W4294552392","https://openalex.org/W4308951083","https://openalex.org/W4309047613","https://openalex.org/W4313326430","https://openalex.org/W4319335256","https://openalex.org/W4376274704","https://openalex.org/W4385439155","https://openalex.org/W4386012300","https://openalex.org/W4388279456","https://openalex.org/W4388925148","https://openalex.org/W4389987972","https://openalex.org/W4392824541","https://openalex.org/W4400762160","https://openalex.org/W4402027572","https://openalex.org/W6775180354","https://openalex.org/W6852374428","https://openalex.org/W6910912078"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Understanding":[0],"and":[1,13,29,90,101,158,179,274,291,344,360],"quantifying":[2],"the":[3,10,23,26,44,52,63,76,102,115,140,143,168,171,189,219,223,228,231,246,271,281,284,306,309,313,324,331,378],"impact":[4,41,57,72],"of":[5,25,31,62,65,78,80,104,117,139,142,170,192,206,222,233,236,240,253,261,283,286,288,305,312,321,330,333,335,339,377],"severe":[6],"weather":[7,33,40,71],"events":[8,34],"on":[9,92],"electric":[11],"transmission":[12,55,81,118,196,237,289,336],"distribution":[14,45,110,207],"system":[15,46,56,111,342,379],"is":[16,300],"crucial":[17],"for":[18,43,74,124,323],"ensuring":[19],"its":[20],"resilience":[21,371],"in":[22,195,230,245,280],"context":[24],"increasing":[27],"frequency":[28],"intensity":[30],"extreme":[32],"caused":[35],"by":[36,250,294],"climate":[37],"change.":[38],"While":[39],"models":[42,58],"have":[47,348],"been":[48],"widely":[49],"developed":[50,88,202],"during":[51],"past":[53],"decade,":[54],"lagged":[59],"behind":[60],"because":[61],"scarcity":[64],"data.":[66],"This":[67,255],"study":[68],"demonstrates":[69,277],"a":[70,86,105,136,161,198,204,251,259,319],"model":[73,89,94,165,216,249,262,269,299,367],"predicting":[75],"probability":[77,239,285,332],"failure":[79,241,287,334],"lines.":[82],"It":[83],"builds":[84],"upon":[85],"recently":[87],"focuses":[91],"reducing":[93],"bias,":[95],"through":[96],"multi-model":[97],"integration,":[98],"feature":[99],"engineering,":[100],"development":[103],"storm":[106,199,212,275],"index":[107,200,276],"that":[108,166,242],"leverages":[109],"data":[112,181],"to":[113,154,182,188,209,214,258,266,302,318,351,355,382],"aid":[114],"prediction":[116],"risk.":[119],"We":[120],"explored":[121],"three":[122],"methods":[123],"integrating":[125],"machine":[126,155,163,173],"learning":[127,156,164,174],"with":[128,270,370],"mechanistic":[129],"models.":[130],"They":[131],"consist":[132],"of:":[133],"(a)":[134],"creating":[135],"linear":[137],"combination":[138],"outputs":[141,169],"two":[144],"modeling":[145],"approaches,":[146],"(b)":[147],"including":[148],"fragility":[149,176],"curves":[150],"as":[151,373],"additional":[152],"inputs":[153],"models,":[157],"(c)":[159],"developing":[160],"new":[162,184],"uses":[167],"weather-based":[172],"model,":[175,224],"curve":[177],"estimates,":[178],"wind":[180],"make":[183,352],"predictions.":[185],"Moreover,":[186],"due":[187],"limited":[190],"number":[191],"historical":[193],"failures":[194,307],"networks,":[197],"was":[201,243],"leveraging":[203],"dataset":[205],"outages":[208],"learn":[210],"about":[211],"behavior":[213],"improve":[215],"skills.":[217],"In":[218],"current":[220],"version":[221],"we":[225],"substantially":[226],"reduced":[227],"overestimation":[229],"sum":[232],"predicted":[234],"values":[235],"line":[238],"present":[244],"previously":[247],"published":[248],"factor":[252],"10.":[254],"has":[256],"led":[257],"reduction":[260],"bias":[263],"from":[264],"3352%":[265],"14.46\u201315.43%.":[267],"The":[268,297],"integrated":[272],"approach":[273],"substantial":[278],"improvements":[279],"estimation":[282],"lines":[290,337],"their":[292],"ranking":[293],"risk":[295],"level.":[296],"improved":[298],"able":[301],"capture":[303],"60%":[304],"within":[308],"top":[310],"22.5%":[311],"ranked":[314],"power":[315,341,362],"lines,":[316],"compared":[317],"value":[320],"34.9%":[322],"previous":[325],"model.":[326],"With":[327],"an":[328],"estimate":[329],"ahead":[338],"storms,":[340],"planning":[343],"maintenance":[345],"engineers":[346],"will":[347],"critical":[349],"information":[350],"informed":[353],"decisions,":[354],"create":[356],"better":[357],"mitigation":[358],"plans":[359],"minimize":[361],"disruptions.":[363],"Long":[364],"term,":[365],"this":[366],"can":[368],"assist":[369],"investments":[372],"it":[374],"highlights":[375],"areas":[376],"more":[380],"susceptible":[381],"damage.":[383]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}