{"id":"https://openalex.org/W4416747936","doi":"https://doi.org/10.1109/intcec65580.2025.11255660","title":"Post-Earthquake Air Quality Prediction: A Machine Learning-Based Approach in Kahramanmara\u015f and Hatay Provinces","display_name":"Post-Earthquake Air Quality Prediction: A Machine Learning-Based Approach in Kahramanmara\u015f and Hatay Provinces","publication_year":2025,"publication_date":"2025-09-15","ids":{"openalex":"https://openalex.org/W4416747936","doi":"https://doi.org/10.1109/intcec65580.2025.11255660"},"language":"en","primary_location":{"id":"doi:10.1109/intcec65580.2025.11255660","doi":"https://doi.org/10.1109/intcec65580.2025.11255660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/intcec65580.2025.11255660","pdf_url":null,"source":{"id":"https://openalex.org/S7407097131","display_name":"Interdisciplinary Conference on Electrics and Computer (INTCEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Interdisciplinary Conference on Electrics and Computer (INTCEC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"B\u00fc\u015fra Duygu \u00c7El\u0130K","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"B\u00fc\u015fra Duygu \u00c7El\u0130K","raw_affiliation_strings":["Gazi University,Ankara,T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gazi University,Ankara,T\u00fcrkiye","institution_ids":["https://openalex.org/I95634034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029049241","display_name":"Adem Tekerek","orcid":"https://orcid.org/0000-0002-0880-7955","observed_orcids":["https://orcid.org/0000-0002-0880-7955"]},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Adem Tekerek","raw_affiliation_strings":["Gazi University,Ankara,T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gazi University,Ankara,T\u00fcrkiye","institution_ids":["https://openalex.org/I95634034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036307313","display_name":"Erol Kurt","orcid":"https://orcid.org/0000-0002-3615-6926","observed_orcids":["https://orcid.org/0000-0002-3615-6926"]},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erol Kurt","raw_affiliation_strings":["Gazi University,Ankara,T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gazi University,Ankara,T\u00fcrkiye","institution_ids":["https://openalex.org/I95634034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I95634034"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.005799999926239252,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12916","display_name":"COVID-19 impact on air quality","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kahramanmaras-earthquakes","display_name":"Kahramanmara\u015f earthquakes","score":0.8140000104904175},{"id":"https://openalex.org/keywords/pm10","display_name":"PM10","score":0.8109999895095825},{"id":"https://openalex.org/keywords/sulfur-dioxide","display_name":"sulfur dioxide","score":0.9670000076293945},{"id":"https://openalex.org/keywords/air-pollution","display_name":"air pollution","score":0.722000002861023},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.6650000214576721},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.7940000295639038},{"id":"https://openalex.org/keywords/air-quality-monitoring-stations","display_name":"air quality monitoring stations","score":0.7699999809265137},{"id":"https://openalex.org/keywords/respiratory-health-risk","display_name":"respiratory health risk","score":0.5080000162124634}],"concepts":[{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.7160999774932861},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.7064999938011169},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.5899999737739563},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5824999809265137},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5702000260353088},{"id":"https://openalex.org/C2987853052","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollutants","level":3,"score":0.5389999747276306},{"id":"https://openalex.org/C521751864","wikidata":"https://www.wikidata.org/wiki/Q1729207","display_name":"Christian ministry","level":2,"score":0.4864000082015991},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.46860000491142273},{"id":"https://openalex.org/C52173716","wikidata":"https://www.wikidata.org/wiki/Q4698350","display_name":"Air pollutant concentrations","level":4,"score":0.4271000027656555},{"id":"https://openalex.org/C2780797713","wikidata":"https://www.wikidata.org/wiki/Q625376","display_name":"Water quality","level":2,"score":0.3919999897480011},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.37290000915527344},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.3702000081539154},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C2777570903","wikidata":"https://www.wikidata.org/wiki/Q4698151","display_name":"Air Pollution Index","level":3,"score":0.29350000619888306},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C3019654008","wikidata":"https://www.wikidata.org/wiki/Q4826440","display_name":"Air monitoring","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.2632000148296356},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C2776023875","wikidata":"https://www.wikidata.org/wiki/Q637703","display_name":"Debris","level":2,"score":0.2596000134944916},{"id":"https://openalex.org/C539469273","wikidata":"https://www.wikidata.org/wiki/Q1749732","display_name":"Environmental monitoring","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C2983363897","wikidata":"https://www.wikidata.org/wiki/Q845339","display_name":"Air temperature","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/intcec65580.2025.11255660","doi":"https://doi.org/10.1109/intcec65580.2025.11255660","is_oa":false,"landing_page_url":"https://doi.org/10.1109/intcec65580.2025.11255660","pdf_url":null,"source":{"id":"https://openalex.org/S7407097131","display_name":"Interdisciplinary Conference on Electrics and Computer (INTCEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Interdisciplinary Conference on Electrics and Computer (INTCEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7646999955177307,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"},{"score":0.5683000087738037,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2315104825","https://openalex.org/W2763429170","https://openalex.org/W2773140227","https://openalex.org/W2787894218","https://openalex.org/W3123380364","https://openalex.org/W4399176555"],"related_works":["https://openalex.org/W4403125086","https://openalex.org/W4410406437","https://openalex.org/W4405786498","https://openalex.org/W4409194019","https://openalex.org/W6893403665","https://openalex.org/W4401515232","https://openalex.org/W4415125479","https://openalex.org/W4414605568","https://openalex.org/W4409479164","https://openalex.org/W7160240151"],"abstract_inverted_index":{"Air":[0,72],"pollutants":[1,39],"significantly":[2],"impact":[3],"human":[4],"health,":[5],"from":[6,61,67],"mild":[7],"symptoms":[8],"to":[9,26,53],"premature":[10],"death.":[11],"The":[12],"devastating":[13],"earthquake":[14],"in":[15,111],"Kahramanmara\u015f":[16],"on":[17],"February":[18],"6,":[19],"2023,":[20],"increased":[21],"air":[22,33,55,106],"pollution":[23],"risks":[24],"due":[25],"debris":[27],"and":[28,64,89,108],"heating":[29],"activities.":[30],"Estimating":[31],"post-earthquake":[32],"quality":[34,56,107],"is":[35],"crucial":[36],"for":[37],"controlling":[38],"like":[40],"PM10and":[41],"SO2,":[42],"which":[43],"affect":[44],"respiratory":[45],"health.":[46],"This":[47],"study":[48],"applies":[49],"machine":[50,76],"learning":[51,77],"methods":[52],"assess":[54],"using":[57],"pollutant":[58],"concentration":[59],"data":[60],"Kahramanmara\u015f,":[62],"Hatay,":[63],"Adana,":[65],"sourced":[66],"the":[68,81,85,95,100],"Ministry":[69],"of":[70],"Environment\u2019s":[71],"Monitoring":[73],"Stations.":[74],"Five":[75],"algorithms":[78],"were":[79],"evaluated;":[80],"Decision":[82],"Tree":[83],"achieved":[84],"highest":[86],"accuracy":[87],"(0.9987":[88],"0.9910),":[90],"while":[91],"Logistic":[92],"Regression":[93],"performed":[94],"worst.":[96],"Results":[97],"indicate":[98],"that":[99],"proposed":[101],"model":[102],"can":[103],"effectively":[104],"predict":[105],"support":[109],"authorities":[110],"mitigating":[112],"pollution-related":[113],"risks.":[114]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2025-11-28T00:00:00"}