{"id":"https://openalex.org/W4391094477","doi":"https://doi.org/10.1109/bigdata59044.2023.10386185","title":"An Early Warning System for Air Pollution Surveillance: A Big Data Framework to Monitoring Risks Associated with Air Pollution","display_name":"An Early Warning System for Air Pollution Surveillance: A Big Data Framework to Monitoring Risks Associated with Air Pollution","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391094477","doi":"https://doi.org/10.1109/bigdata59044.2023.10386185"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5041420872","display_name":"Shahan Salim","orcid":"https://orcid.org/0000-0002-1834-304X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shahan Salim","raw_affiliation_strings":["University of Waterloo,School of Public Health Science,Waterloo,Canada","School of Public Health Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,School of Public Health Science,Waterloo,Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"School of Public Health Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088563844","display_name":"Irfhana Zakir Hussain","orcid":"https://orcid.org/0000-0002-0629-9352"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Irfhana Zakir Hussain","raw_affiliation_strings":["University of Waterloo,School of Public Health Science,Waterloo,Canada","School of Public Health Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,School of Public Health Science,Waterloo,Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"School of Public Health Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610187","display_name":"Jasleen Kaur","orcid":"https://orcid.org/0000-0002-9013-3880"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jasleen Kaur","raw_affiliation_strings":["University of Waterloo,School of Public Health Science,Waterloo,Canada","School of Public Health Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,School of Public Health Science,Waterloo,Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"School of Public Health Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053600517","display_name":"Plinio Pelegrini Morita","orcid":"https://orcid.org/0000-0001-9515-6478"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Plinio P. Morita","raw_affiliation_strings":["University of Waterloo,School of Public Health Science,Waterloo,Canada","School of Public Health Science, University of Waterloo, Waterloo, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Waterloo,School of Public Health Science,Waterloo,Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"School of Public Health Science, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":5.3633,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95996401,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3371","last_page":"3374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/air-pollution","display_name":"Air pollution","score":0.6569297313690186},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.5862510204315186},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.5850997567176819},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.5076972246170044},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.42352089285850525},{"id":"https://openalex.org/keywords/environmental-monitoring","display_name":"Environmental monitoring","score":0.4213878810405731},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4073656499385834},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.39150840044021606},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.33856090903282166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33251631259918213},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.17190667986869812},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10229694843292236},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09454807639122009},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.09442588686943054}],"concepts":[{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.6569297313690186},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.5862510204315186},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.5850997567176819},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.5076972246170044},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.42352089285850525},{"id":"https://openalex.org/C539469273","wikidata":"https://www.wikidata.org/wiki/Q1749732","display_name":"Environmental monitoring","level":2,"score":0.4213878810405731},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4073656499385834},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.39150840044021606},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33856090903282166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33251631259918213},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.17190667986869812},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10229694843292236},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09454807639122009},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.09442588686943054},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2023988700","https://openalex.org/W2077925494","https://openalex.org/W2120971774","https://openalex.org/W2150751323"],"related_works":["https://openalex.org/W2991488401","https://openalex.org/W1603912562","https://openalex.org/W3080344894","https://openalex.org/W4318499393","https://openalex.org/W2082703639","https://openalex.org/W2066546759","https://openalex.org/W2733363865","https://openalex.org/W2295152223","https://openalex.org/W2512873846","https://openalex.org/W2120024962"],"abstract_inverted_index":{"Air":[0],"pollution,":[1],"acknowledged":[2],"as":[3,45,122],"the":[4,11,29,53,101,154],"paramount":[5],"environmental":[6],"risk":[7],"to":[8,103],"health":[9,23,38],"by":[10],"World":[12],"Health":[13],"Organization":[14],"(WHO),":[15],"presents":[16],"a":[17,46,123,146],"substantial":[18,147],"and":[19,34,39,66,107,131,151],"intricate":[20],"global":[21],"public":[22],"challenge.":[24],"This":[25],"challenge":[26],"emanates":[27],"from":[28,91],"emission":[30],"of":[31,49,117,133,156],"toxic":[32],"particles":[33],"gases,":[35],"inducing":[36],"severe":[37],"developmental":[40],"adversities":[41],"while":[42],"concurrently":[43],"serving":[44],"notable":[47],"driver":[48],"climate":[50],"change.":[51],"Despite":[52],"escalating":[54],"threats,":[55],"contemporary":[56],"surveillance":[57],"ecosystems":[58],"encounter":[59],"limitations":[60],"in":[61,72,153],"effectively":[62],"monitoring":[63,95],"both":[64],"indoor":[65],"outdoor":[67,92],"air":[68,81,93,134,157],"pollution":[69,82,158],"levels,":[70],"particularly":[71],"delivering":[73],"timely":[74],"alerts":[75],"for":[76,111,149],"individuals":[77],"at":[78],"heightened":[79],"risk.Existing":[80],"alert":[83],"systems":[84],"presently":[85],"rely":[86],"on":[87],"ecological":[88],"data":[89],"derived":[90],"quality":[94],"stations.":[96],"However,":[97],"this":[98],"methodology":[99],"constrains":[100],"capacity":[102],"monitor":[104],"individual-level":[105],"exposure":[106],"provide":[108],"personalized":[109],"recommendations":[110],"mitigation":[112],"or":[113],"adaptation.":[114],"The":[115],"integration":[116],"machine":[118],"learning":[119],"(ML)":[120],"emerges":[121],"transformative":[124],"solution,":[125],"facilitating":[126],"advanced":[127],"projections,":[128],"monitoring,":[129],"modeling,":[130],"assessment":[132],"quality.":[135],"Leveraging":[136],"sensor":[137],"data,":[138],"ML":[139],"empowers":[140],"informed,":[141],"evidence-based":[142],"decision-making,":[143],"thereby":[144],"presenting":[145],"opportunity":[148],"innovation":[150],"enhancement":[152],"realm":[155],"management.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
