{"id":"https://openalex.org/W4296403597","doi":"https://doi.org/10.1016/j.uclim.2022.101291","title":"Prediction of air pollutants for air quality using deep learning methods in a metropolitan city","display_name":"Prediction of air pollutants for air quality using deep learning methods in a metropolitan city","publication_year":2022,"publication_date":"2022-09-18","ids":{"openalex":"https://openalex.org/W4296403597","doi":"https://doi.org/10.1016/j.uclim.2022.101291"},"language":"en","primary_location":{"id":"doi:10.1016/j.uclim.2022.101291","doi":"https://doi.org/10.1016/j.uclim.2022.101291","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.uclim.2022.101291","pdf_url":null,"source":{"id":"https://openalex.org/S2764899123","display_name":"Urban Climate","issn_l":"2212-0955","issn":["2212-0955"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Urban Climate","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11508/62877","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054379190","display_name":"Bihter Da\u015f","orcid":"https://orcid.org/0000-0002-2498-3297","observed_orcids":["https://orcid.org/0000-0002-2498-3297"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Bihter Das","raw_affiliation_strings":["Department of Software Engineering, Technology Faculty, Firat University, 23119 Elazig, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Technology Faculty, Firat University, 23119 Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000075305","display_name":"\u00d6mer Osman Dursun","orcid":"https://orcid.org/0000-0001-5605-0419","observed_orcids":["https://orcid.org/0000-0001-5605-0419"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00d6mer Osman Dursun","raw_affiliation_strings":["Aircraft Electric-Electronics Department, School of Aviation, Firat University, Elazig 23119, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aircraft Electric-Electronics Department, School of Aviation, Firat University, Elazig 23119, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039369780","display_name":"Suat Toraman","orcid":"https://orcid.org/0000-0002-7568-4131","observed_orcids":["https://orcid.org/0000-0002-7568-4131"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Suat Toraman","raw_affiliation_strings":["Air Traffic Control Department, School of Aviation, Firat University, Elazig 23119, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Air Traffic Control Department, School of Aviation, Firat University, Elazig 23119, Turkey","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054379190"],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":null,"fwci":3.1078,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.92578534,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"46","issue":null,"first_page":"101291","last_page":"101291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":1.0,"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":1.0,"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":9.999999747378752e-05,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/air-quality-forecasting","display_name":"air quality forecasting","score":0.9800000190734863},{"id":"https://openalex.org/keywords/pm10","display_name":"PM10","score":0.8040000200271606},{"id":"https://openalex.org/keywords/sulfur-dioxide","display_name":"sulfur dioxide","score":0.9739999771118164},{"id":"https://openalex.org/keywords/long-short-term-memory-networks","display_name":"long short-term memory networks","score":0.9010000228881836},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.9900000095367432},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9789999723434448},{"id":"https://openalex.org/keywords/missing-data-imputation","display_name":"missing data imputation","score":0.9679999947547913},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.46000000834465027},{"id":"https://openalex.org/keywords/istanbul","display_name":"Istanbul","score":0.8130000233650208}],"concepts":[{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.8742296099662781},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.8103798627853394},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.6975067257881165},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6326472759246826},{"id":"https://openalex.org/C2987853052","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollutants","level":3,"score":0.6303958892822266},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.5459529161453247},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.3323594927787781},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.33095693588256836},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24182143807411194},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07813283801078796},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.06460979580879211},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.uclim.2022.101291","doi":"https://doi.org/10.1016/j.uclim.2022.101291","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.uclim.2022.101291","pdf_url":null,"source":{"id":"https://openalex.org/S2764899123","display_name":"Urban Climate","issn_l":"2212-0955","issn":["2212-0955"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Urban Climate","raw_type":"journal-article"},{"id":"pmh:oai:openaccess.firat.edu.tr:11508/62877","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11508/62877","pdf_url":null,"source":{"id":"https://openalex.org/S4377196733","display_name":"DSpace - FIRAT (F\u0131rat University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I143396566","host_organization_name":"F\u0131rat University","host_organization_lineage":["https://openalex.org/I143396566"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:openaccess.firat.edu.tr:11508/62877","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11508/62877","pdf_url":null,"source":{"id":"https://openalex.org/S4377196733","display_name":"DSpace - FIRAT (F\u0131rat University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I143396566","host_organization_name":"F\u0131rat University","host_organization_lineage":["https://openalex.org/I143396566"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8787999749183655,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Climate action","score":0.5351999998092651,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2397772746","https://openalex.org/W2607378624","https://openalex.org/W2749385699","https://openalex.org/W2946639811","https://openalex.org/W2950790590","https://openalex.org/W2976435967","https://openalex.org/W2990955039","https://openalex.org/W2991648381","https://openalex.org/W2998927076","https://openalex.org/W3000499162","https://openalex.org/W3002005729","https://openalex.org/W3002322803","https://openalex.org/W3005881394","https://openalex.org/W3007092013","https://openalex.org/W3023775155","https://openalex.org/W3034251609","https://openalex.org/W3047335959","https://openalex.org/W3095125279","https://openalex.org/W3126075911","https://openalex.org/W3138173013","https://openalex.org/W3185020781","https://openalex.org/W3206176311","https://openalex.org/W3215971971","https://openalex.org/W4200362724","https://openalex.org/W4200567002","https://openalex.org/W4200580405","https://openalex.org/W4205691894","https://openalex.org/W4206618976","https://openalex.org/W4253873838","https://openalex.org/W6805120049"],"related_works":["https://openalex.org/W3209333985","https://openalex.org/W7164945237","https://openalex.org/W7054390879","https://openalex.org/W4378087018","https://openalex.org/W4381884147","https://openalex.org/W4404730020","https://openalex.org/W2982277720","https://openalex.org/W4409907321","https://openalex.org/W4315629429","https://openalex.org/W4401706306"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":8}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-09-20T00:00:00"}