{"id":"https://openalex.org/W4406459422","doi":"https://doi.org/10.1109/bigdata62323.2024.10825033","title":"Statistical Modeling of Air Pollutants for Predicting AQI Levels","display_name":"Statistical Modeling of Air Pollutants for Predicting AQI Levels","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406459422","doi":"https://doi.org/10.1109/bigdata62323.2024.10825033"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","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":"https://openalex.org/A5037528727","display_name":"Sudhir Kumar","orcid":"https://orcid.org/0000-0002-4052-7099"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sudhir Kumar","raw_affiliation_strings":["Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113525632","display_name":"S. Mehra","orcid":"https://orcid.org/0000-0002-9416-1328"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sourabh Mehra","raw_affiliation_strings":["Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067825118","display_name":"Harsh Jha","orcid":null},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harsh Jha","raw_affiliation_strings":["Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064760896","display_name":"Vaneet Kour","orcid":"https://orcid.org/0009-0004-8106-9903"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vaneet Kour","raw_affiliation_strings":["Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081123737","display_name":"Rajiv Misra","orcid":"https://orcid.org/0000-0002-4910-5749"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajiv Misra","raw_affiliation_strings":["Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Patna,Computer Science and Engg.,Patna,India,801106","institution_ids":["https://openalex.org/I132153292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037528727"],"corresponding_institution_ids":["https://openalex.org/I132153292"],"apc_list":null,"apc_paid":null,"fwci":1.2752,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80118023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"4334","last_page":"4341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9994999766349792,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9962999820709229,"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/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/pollutant","display_name":"Pollutant","score":0.6686774492263794},{"id":"https://openalex.org/keywords/air-pollutants","display_name":"Air pollutants","score":0.6233784556388855},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.581004798412323},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.46618908643722534},{"id":"https://openalex.org/keywords/air-pollution","display_name":"Air pollution","score":0.46456897258758545},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4593648314476013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4450080096721649},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.42746323347091675},{"id":"https://openalex.org/keywords/criteria-air-contaminants","display_name":"Criteria air contaminants","score":0.42219728231430054},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14036405086517334},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11664777994155884},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08825543522834778},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08052787184715271}],"concepts":[{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.6686774492263794},{"id":"https://openalex.org/C2987853052","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollutants","level":3,"score":0.6233784556388855},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.581004798412323},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.46618908643722534},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.46456897258758545},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4593648314476013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4450080096721649},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.42746323347091675},{"id":"https://openalex.org/C180949853","wikidata":"https://www.wikidata.org/wiki/Q6970339","display_name":"Criteria air contaminants","level":4,"score":0.42219728231430054},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14036405086517334},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11664777994155884},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08825543522834778},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08052787184715271},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W642658013","https://openalex.org/W1484864026","https://openalex.org/W2001619934","https://openalex.org/W2012394874","https://openalex.org/W2122825543","https://openalex.org/W2135046866","https://openalex.org/W2140282454","https://openalex.org/W2156909104","https://openalex.org/W2158822760","https://openalex.org/W2318802957","https://openalex.org/W2611591252","https://openalex.org/W2998216295","https://openalex.org/W4212869706","https://openalex.org/W4213060603","https://openalex.org/W4230065791","https://openalex.org/W4242054415","https://openalex.org/W4256202811","https://openalex.org/W4400762160","https://openalex.org/W6737947904","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W1784771673","https://openalex.org/W4205602709","https://openalex.org/W4295941853","https://openalex.org/W82716696","https://openalex.org/W1567165692","https://openalex.org/W4400658394","https://openalex.org/W2369370411","https://openalex.org/W2074601501","https://openalex.org/W3120396838","https://openalex.org/W4392138205"],"abstract_inverted_index":{"Air":[0],"quality":[1,51,114],"is":[2,46],"a":[3,58,120],"critical":[4],"factor":[5],"influencing":[6],"public":[7],"health,":[8],"with":[9],"pollutants":[10,45],"such":[11],"as":[12],"particulate":[13],"matter":[14],"(PM10,":[15],"PM2.5),":[16],"ground-level":[17],"ozone":[18],"(O<inf":[19],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[20,28,34],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3</inf>),":[21],"carbon":[22],"monoxide":[23],"(CO),":[24],"sulfur":[25],"dioxide":[26,32],"(SO<inf":[27],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</inf>),":[29],"and":[30,80,89,108,133],"nitrogen":[31],"(NO<inf":[33],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</inf>)":[35],"posing":[36],"significant":[37,103],"health":[38,139],"risks.":[39,140],"Understanding":[40],"the":[41,85,101,129],"relationship":[42],"between":[43,87],"these":[44,95],"essential":[47],"for":[48,124],"effective":[49],"air":[50,91,113],"management.":[52],"In":[53],"this":[54],"study,":[55],"we":[56,97],"apply":[57],"comprehensive":[59],"range":[60],"of":[61,67,131],"statistical":[62,122],"models,":[63],"including":[64],"Multivariate":[65],"Analysis":[66,72],"Variance":[68],"(MANOVA),":[69],"Canonical":[70],"Correlation":[71],"(CCA),":[73],"Factor":[74],"Analysis,":[75],"post-hoc":[76],"tests,":[77],"linear":[78],"regression,":[79],"other":[81],"techniques":[82],"to":[83,99,105,111,136],"evaluate":[84],"correlation":[86],"PM2.5":[88,106,126],"key":[90],"pollutants.":[92],"By":[93],"employing":[94],"methods,":[96],"aim":[98],"identify":[100],"most":[102],"contributors":[104],"levels":[107],"provide":[109],"insights":[110],"inform":[112],"control":[115],"strategies.":[116],"Our":[117],"findings":[118],"offer":[119],"robust":[121],"framework":[123],"predicting":[125],"concentrations,":[127],"enhancing":[128],"ability":[130],"policymakers":[132],"environmental":[134],"agencies":[135],"mitigate":[137],"pollution-related":[138]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}