{"id":"https://openalex.org/W2776048679","doi":"https://doi.org/10.1145/3139958.3140013","title":"Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution","display_name":"Mining Public Datasets for Modeling Intra-City PM2.5 Concentrations at a Fine Spatial Resolution","publication_year":2017,"publication_date":"2017-11-07","ids":{"openalex":"https://openalex.org/W2776048679","doi":"https://doi.org/10.1145/3139958.3140013","mag":"2776048679","pmid":"https://pubmed.ncbi.nlm.nih.gov/29527599"},"language":"en","primary_location":{"id":"doi:10.1145/3139958.3140013","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139958.3140013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5841919","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056134483","display_name":"Yijun Lin","orcid":"https://orcid.org/0000-0002-0815-9636"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yijun Lin","raw_affiliation_strings":["Spatial Sciences Institute, University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spatial Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045786247","display_name":"Yao\u2010Yi Chiang","orcid":"https://orcid.org/0000-0002-8923-0130"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yao-Yi Chiang","raw_affiliation_strings":["Spatial Sciences Institute, University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spatial Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101226831","display_name":"Fan Pan","orcid":"https://orcid.org/0000-0002-2492-8976"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fan Pan","raw_affiliation_strings":["Spatial Sciences Institute, University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spatial Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010439060","display_name":"Dimitrios Stripelis","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimitrios Stripelis","raw_affiliation_strings":["Information Sciences Institute, University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033175043","display_name":"Jos\u00e9 Luis Ambite","orcid":"https://orcid.org/0000-0003-0087-080X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose Luis Ambite","raw_affiliation_strings":["Information Sciences Institute, University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016992841","display_name":"Sandrah P. Eckel","orcid":"https://orcid.org/0000-0001-6050-7880"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandrah P. Eckel","raw_affiliation_strings":["Department of Preventive Medicine, University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084415738","display_name":"Rima Habre","orcid":"https://orcid.org/0000-0003-2103-1706"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rima Habre","raw_affiliation_strings":["Department of Preventive Medicine, University of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, University of Southern California","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994000196456909,"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":0.9930999875068665,"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-quality-index","display_name":"Air quality index","score":0.8116443753242493},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6722573041915894},{"id":"https://openalex.org/keywords/air-pollution","display_name":"Air pollution","score":0.6705020666122437},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.575318455696106},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47377467155456543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46999844908714294},{"id":"https://openalex.org/keywords/pollution","display_name":"Pollution","score":0.4368249773979187},{"id":"https://openalex.org/keywords/pollutant","display_name":"Pollutant","score":0.43537068367004395},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.34261560440063477},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.20460626482963562},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15417629480361938}],"concepts":[{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.8116443753242493},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6722573041915894},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.6705020666122437},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.575318455696106},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47377467155456543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46999844908714294},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.4368249773979187},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.43537068367004395},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.34261560440063477},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.20460626482963562},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15417629480361938},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3139958.3140013","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139958.3140013","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},{"id":"pmid:29527599","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29527599","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ... ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems : ACM GIS. ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","raw_type":null},{"id":"pmh:oai:europepmc.org:5156169","is_oa":false,"landing_page_url":"http://europepmc.org/pmc/articles/PMC5841919","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:5841919","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5841919","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM SIGSPATIAL Int Conf Adv Inf","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:5841919","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5841919","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM SIGSPATIAL Int Conf Adv Inf","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G1916988003","display_name":null,"funder_award_id":"U24 EB021996","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G3455607615","display_name":null,"funder_award_id":"P30 ES007048","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337361","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W56089354","https://openalex.org/W929760484","https://openalex.org/W1886937137","https://openalex.org/W1969865391","https://openalex.org/W1971402834","https://openalex.org/W2003425021","https://openalex.org/W2003831290","https://openalex.org/W2022331423","https://openalex.org/W2050343952","https://openalex.org/W2053255375","https://openalex.org/W2061232022","https://openalex.org/W2082067580","https://openalex.org/W2083753594","https://openalex.org/W2098637521","https://openalex.org/W2153641546","https://openalex.org/W2157539394","https://openalex.org/W2161044029","https://openalex.org/W2170122838","https://openalex.org/W2181907826","https://openalex.org/W2217137288","https://openalex.org/W2289128632","https://openalex.org/W2318698569","https://openalex.org/W2335637623","https://openalex.org/W2399184460","https://openalex.org/W2416262024","https://openalex.org/W2559599946","https://openalex.org/W2563762142","https://openalex.org/W2605745243","https://openalex.org/W2616561403","https://openalex.org/W2737684225","https://openalex.org/W4248063951","https://openalex.org/W6696332616"],"related_works":["https://openalex.org/W2389240616","https://openalex.org/W2384613820","https://openalex.org/W2169359190","https://openalex.org/W3094447531","https://openalex.org/W2991488401","https://openalex.org/W1603912562","https://openalex.org/W2388613575","https://openalex.org/W3080344894","https://openalex.org/W4318499393","https://openalex.org/W2082703639"],"abstract_inverted_index":{"Air":[0],"quality":[1,73,114,130,153],"models":[2,115,181],"are":[3],"important":[4,173],"for":[5,37,41,75,174],"studying":[6],"the":[7,39,76,126,176,188],"impact":[8,127,189],"of":[9,28,44,78,134,141,178,182,187,190],"air":[10,72,113,129,152,166,183,191],"pollutant":[11,47],"on":[12,24,119,128,194],"health":[13],"conditions":[14],"at":[15,89,202],"a":[16,57,132],"fine":[17,79],"spatiotemporal":[18,50,180],"scale.":[19,203],"Existing":[20],"work":[21],"typically":[22],"relies":[23],"area-specific,":[25],"expert-selected":[26,120],"attributes":[27],"pollution":[29,167,192],"emissions":[30],"(e,g.,":[31],"transportation)":[32],"and":[33,49,148,154,161,164],"dispersion":[34],"(e.g.,":[35],"meteorology)":[36],"building":[38],"model":[40,74,100],"each":[42],"combination":[43],"study":[45],"areas,":[46],"types,":[48],"scales.":[51,92],"In":[52],"this":[53],"paper,":[54],"we":[55],"present":[56],"data":[58,67],"mining":[59],"approach":[60,123,170],"that":[61,96,116],"utilizes":[62],"publicly":[63],"available":[64],"OpenStreetMap":[65],"(OSM)":[66],"to":[68,111],"automatically":[69],"generate":[70,102],"an":[71],"concentrations":[77],"particulate":[80],"matter":[81],"less":[82],"than":[83],"2.5":[84],"\u03bcm":[85],"in":[86],"aerodynamic":[87],"diameter":[88],"various":[90,139],"temporal":[91],"Our":[93,122],"experiment":[94],"shows":[95],"our":[97],"(domain-)":[98],"expert-free":[99],"could":[101],"accurate":[103],"PM2.5":[104],"concentration":[105],"predictions,":[106],"which":[107],"can":[108],"be":[109],"used":[110],"improve":[112],"traditionally":[117],"rely":[118],"input.":[121],"also":[124],"quantifies":[125],"from":[131,155],"variety":[133],"geographic":[135,142],"features":[136,143],"(i.e.,":[137],"how":[138],"types":[140],"such":[144,197],"as":[145,198],"parking":[146],"lots":[147],"commercial":[149],"buildings":[150],"affect":[151],"what":[156],"distance)":[157],"representing":[158],"mobile,":[159],"stationary":[160],"area":[162],"natural":[163],"anthropogenic":[165],"sources.":[168],"This":[169],"is":[171],"particularly":[172],"enabling":[175],"construction":[177],"context-specific":[179],"pollution,":[184],"allowing":[185],"investigations":[186],"exposures":[193],"sensitive":[195],"populations":[196],"children":[199],"with":[200],"asthma":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2018-01-05T00:00:00"}
