{"id":"https://openalex.org/W4293817023","doi":"https://doi.org/10.3390/rs14164012","title":"Quantifying Spatiotemporal Heterogeneities in PM2.5-Related Health and Associated Determinants Using Geospatial Big Data: A Case Study in Beijing","display_name":"Quantifying Spatiotemporal Heterogeneities in PM2.5-Related Health and Associated Determinants Using Geospatial Big Data: A Case Study in Beijing","publication_year":2022,"publication_date":"2022-08-18","ids":{"openalex":"https://openalex.org/W4293817023","doi":"https://doi.org/10.3390/rs14164012"},"language":"en","primary_location":{"id":"doi:10.3390/rs14164012","doi":"https://doi.org/10.3390/rs14164012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14164012","pdf_url":"https://www.mdpi.com/2072-4292/14/16/4012/pdf?version=1660812068","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/16/4012/pdf?version=1660812068","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079265330","display_name":"Yanrong Zhu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanrong Zhu","raw_affiliation_strings":["College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624599","display_name":"Juan Wang","orcid":"https://orcid.org/0000-0003-4435-097X","observed_orcids":["https://orcid.org/0000-0003-4435-097X"]},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juan Wang","raw_affiliation_strings":["College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028938006","display_name":"Bin Meng","orcid":"https://orcid.org/0000-0002-1605-4826","observed_orcids":["https://orcid.org/0000-0002-1605-4826"]},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Meng","raw_affiliation_strings":["College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China"],"raw_orcid":"https://orcid.org/0000-0002-1605-4826","affiliations":[{"raw_affiliation_string":"College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112264839","display_name":"Huimin Ji","orcid":"https://orcid.org/0009-0004-9214-4999","observed_orcids":["https://orcid.org/0009-0004-9214-4999"]},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Ji","raw_affiliation_strings":["College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456654","display_name":"Shaohua Wang","orcid":"https://orcid.org/0000-0001-8651-9505","observed_orcids":["https://orcid.org/0000-0001-8651-9505","https://orcid.org/0009-0003-7028-3747"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]},{"id":"https://openalex.org/I4405265946","display_name":"International Research Center of Big Data for Sustainable Development Goals","ror":"https://ror.org/027n0k361","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I19820366","https://openalex.org/I4405265946"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohua Wang","raw_affiliation_strings":["International Research Center of Big Data for Sustainable Development Goals, Beijing 100094, China","Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Research Center of Big Data for Sustainable Development Goals, Beijing 100094, China","institution_ids":["https://openalex.org/I4405265946"]},{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"raw_affiliation_string":"State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199","https://openalex.org/I4210166112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071881910","display_name":"Guoqing Zhi","orcid":"https://orcid.org/0000-0002-9190-5352","observed_orcids":["https://orcid.org/0000-0002-9190-5352"]},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqing Zhi","raw_affiliation_strings":["College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China"],"raw_orcid":"https://orcid.org/0000-0002-9190-5352","affiliations":[{"raw_affiliation_string":"College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019285251","display_name":"Jian Liu","orcid":"https://orcid.org/0000-0001-9210-6766","observed_orcids":["https://orcid.org/0000-0001-9210-6766"]},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Liu","raw_affiliation_strings":["College of Resource Environment and Tourism, Capital Normal University, Beijing 100048, China"],"raw_orcid":"https://orcid.org/0000-0001-9210-6766","affiliations":[{"raw_affiliation_string":"College of Resource Environment and Tourism, Capital Normal University, Beijing 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015164374","display_name":"Changsheng Shi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Shi","raw_affiliation_strings":["College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Applied Arts and Sciences, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"Laboratory of Urban Cultural Sensing & Computing, Beijing Union University, Beijing 100191, China","institution_ids":["https://openalex.org/I114234892"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100624599"],"corresponding_institution_ids":["https://openalex.org/I114234892"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2618},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2618},"fwci":0.6873,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.58685293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"14","issue":"16","first_page":"4012","last_page":"4012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9901999831199646,"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":0.9901999831199646,"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/T12259","display_name":"Environmental Justice and Health Disparities","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11244","display_name":"Climate Change and Health Impacts","score":0.0006000000284984708,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/health-effects-of-air-pollution","display_name":"air pollution health effects","score":0.7990000247955322},{"id":"https://openalex.org/keywords/spatiotemporal-heterogeneity","display_name":"spatiotemporal heterogeneity","score":0.9980000257492065},{"id":"https://openalex.org/keywords/social-media-data","display_name":"social media data","score":0.6150000095367432},{"id":"https://openalex.org/keywords/weibo","display_name":"Weibo","score":0.8970000147819519},{"id":"https://openalex.org/keywords/bert","display_name":"BERT","score":0.609000027179718},{"id":"https://openalex.org/keywords/geographically-weighted-regression","display_name":"geographically weighted regression","score":0.9150000214576721},{"id":"https://openalex.org/keywords/nighttime-lights","display_name":"nighttime lights","score":0.8429999947547913},{"id":"https://openalex.org/keywords/population-density","display_name":"population density","score":0.9739999771118164},{"id":"https://openalex.org/keywords/built-up-index","display_name":"built-up index","score":0.7960000038146973},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"NDVI","score":0.8859999775886536},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"air quality index","score":0.9909999966621399},{"id":"https://openalex.org/keywords/seasonal-variation","display_name":"seasonal variation","score":0.9419999718666077},{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.36000001430511475}],"concepts":[{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.827243447303772},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.7370404005050659},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5668216347694397},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.5490293502807617},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5193432569503784},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.5044077634811401},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.44734689593315125},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.4232827126979828},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.4030036926269531},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.37622198462486267},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.35267454385757446},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3500370383262634},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.26426416635513306},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs14164012","doi":"https://doi.org/10.3390/rs14164012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14164012","pdf_url":"https://www.mdpi.com/2072-4292/14/16/4012/pdf?version=1660812068","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:05835d05c5e0469faeacb39a3799ae60","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/05835d05c5e0469faeacb39a3799ae60","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 16, p 4012 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs14164012","doi":"https://doi.org/10.3390/rs14164012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14164012","pdf_url":"https://www.mdpi.com/2072-4292/14/16/4012/pdf?version=1660812068","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"},{"score":0.7250000238418579,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2472636391","display_name":null,"funder_award_id":"ZK40202001","funder_id":"https://openalex.org/F4320322664","funder_display_name":"Beijing Union University"},{"id":"https://openalex.org/G3450031773","display_name":null,"funder_award_id":"RB202101","funder_id":"https://openalex.org/F4320336038","funder_display_name":"Funding Project for Academic Human Resources Development in Institutions of Higher Learning under the Jurisdiction of Beijing Municipality"},{"id":"https://openalex.org/G3564992629","display_name":null,"funder_award_id":"E2Z10501","funder_id":"https://openalex.org/F4320336038","funder_display_name":"Funding Project for Academic Human Resources Development in Institutions of Higher Learning under the Jurisdiction of Beijing Municipality"},{"id":"https://openalex.org/G445554458","display_name":null,"funder_award_id":"RB202101","funder_id":"https://openalex.org/F4320322664","funder_display_name":"Beijing Union University"},{"id":"https://openalex.org/G5057089473","display_name":null,"funder_award_id":"CIT&TCD201904070","funder_id":"https://openalex.org/F4320336038","funder_display_name":"Funding Project for Academic Human Resources Development in Institutions of Higher Learning under the Jurisdiction of Beijing Municipality"},{"id":"https://openalex.org/G7807508477","display_name":null,"funder_award_id":"ZK40202001","funder_id":"https://openalex.org/F4320336038","funder_display_name":"Funding Project for Academic Human Resources Development in Institutions of Higher Learning under the Jurisdiction of Beijing Municipality"},{"id":"https://openalex.org/G834587580","display_name":null,"funder_award_id":"KM202211417015","funder_id":"https://openalex.org/F4320336038","funder_display_name":"Funding Project for Academic Human Resources Development in Institutions of Higher Learning under the Jurisdiction of Beijing Municipality"},{"id":"https://openalex.org/G8401078756","display_name":null,"funder_award_id":"E2Z10501","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"},{"id":"https://openalex.org/F4320322664","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662"},{"id":"https://openalex.org/F4320336038","display_name":"Funding Project for Academic Human Resources Development in Institutions of Higher Learning under the Jurisdiction of Beijing Municipality","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293817023.pdf","grobid_xml":"https://content.openalex.org/works/W4293817023.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1984557491","https://openalex.org/W1985764592","https://openalex.org/W2061690708","https://openalex.org/W2064842021","https://openalex.org/W2109734180","https://openalex.org/W2141970008","https://openalex.org/W2146465581","https://openalex.org/W2339897698","https://openalex.org/W2527677290","https://openalex.org/W2552499013","https://openalex.org/W2554926856","https://openalex.org/W2559185064","https://openalex.org/W2611223838","https://openalex.org/W2725897987","https://openalex.org/W2766720167","https://openalex.org/W2767084297","https://openalex.org/W2770900290","https://openalex.org/W2795918996","https://openalex.org/W2883914923","https://openalex.org/W2885312348","https://openalex.org/W2885335965","https://openalex.org/W2890701797","https://openalex.org/W2891341107","https://openalex.org/W2908779983","https://openalex.org/W2912162600","https://openalex.org/W2913003404","https://openalex.org/W2919192832","https://openalex.org/W2921254207","https://openalex.org/W2924236455","https://openalex.org/W2927719640","https://openalex.org/W2929249391","https://openalex.org/W2946944519","https://openalex.org/W2954636613","https://openalex.org/W2984947041","https://openalex.org/W2986211102","https://openalex.org/W2990194703","https://openalex.org/W2990513755","https://openalex.org/W2990638839","https://openalex.org/W2990987394","https://openalex.org/W2991488401","https://openalex.org/W3007141498","https://openalex.org/W3007246056","https://openalex.org/W3013171623","https://openalex.org/W3025327135","https://openalex.org/W3027704133","https://openalex.org/W3049073740","https://openalex.org/W3082246766","https://openalex.org/W3086747242","https://openalex.org/W3092284544","https://openalex.org/W3094468717","https://openalex.org/W3125006949","https://openalex.org/W3133158470","https://openalex.org/W3165097906","https://openalex.org/W3183454188","https://openalex.org/W3186661956","https://openalex.org/W3186947818","https://openalex.org/W3197135908","https://openalex.org/W3202883822","https://openalex.org/W4200013565","https://openalex.org/W4200279602","https://openalex.org/W4200452211","https://openalex.org/W4205674614","https://openalex.org/W4207048204","https://openalex.org/W4210419831","https://openalex.org/W4220998064","https://openalex.org/W4254491789"],"related_works":["https://openalex.org/W2592480648","https://openalex.org/W4214899594","https://openalex.org/W3091658001","https://openalex.org/W2965659928","https://openalex.org/W4404048171","https://openalex.org/W3093563154","https://openalex.org/W2603488110","https://openalex.org/W2899102560","https://openalex.org/W4205737446","https://openalex.org/W4315486615"],"abstract_inverted_index":{"Air":[0],"pollution":[1,198],"has":[2],"brought":[3],"about":[4],"serious":[5],"challenges":[6],"to":[7,42,97,192],"public":[8,200],"health.":[9],"With":[10],"the":[11,30,47,59,85,88,98,105,128,140,150,164,171,174,185,194,207,215],"limitations":[12],"of":[13,95,111,149,173,187,196,210,218],"available":[14],"data,":[15],"previous":[16],"studies":[17],"overlooked":[18],"spatiotemporal":[19],"heterogeneities":[20],"in":[21,55,87,104,139,160,163,169],"PM2.5-related":[22],"health":[23,201,216],"(PM2.5-RH)":[24],"and":[25,63,101,127,202],"multiple":[26],"associated":[27,65,211],"factors":[28,66,113,213],"at":[29],"subdistrict":[31],"scale.":[32],"In":[33],"this":[34],"research,":[35],"social":[36,189],"media":[37,190],"Weibo":[38],"data":[39,74,191],"was":[40,67,158,179],"employed":[41],"extract":[43],"PM2.5-RH":[44,62,86,115,138,157],"based":[45,69],"on":[46,70,114,137,156,199,214],"Bidirectional":[48],"Encoder":[49],"Representations":[50],"from":[51],"Transformers":[52],"(BERT)":[53],"model,":[54],"Beijing,":[56],"China.":[57],"Then,":[58],"relationship":[60],"between":[61],"eight":[64],"qualified":[68],"multi-source":[71],"geospatial":[72],"big":[73],"using":[75,188],"Geographically":[76],"Weighted":[77],"Regression":[78],"(GWR)":[79],"models.":[80],"The":[81,109,147],"results":[82],"indicate":[83,193],"that":[84],"study":[89],"area":[90],"showed":[91],"a":[92],"spatial":[93,145],"pattern":[94],"agglomeration":[96],"city":[99],"center":[100],"seasonal":[102,208],"variation":[103],"spatially":[106],"non-stationary":[107],"effects.":[108],"impacts":[110,209],"varied":[112],"were":[116],"also":[117],"spatiotemporally":[118],"heterogeneous.":[119],"Specifically,":[120],"nighttime":[121],"light":[122],"(NTL),":[123],"population":[124],"density":[125],"(PD)":[126],"normalized":[129,151],"difference":[130,152],"built-up":[131],"index":[132,154,177],"(NDBI)":[133],"had":[134],"outstanding":[135],"effects":[136,217],"four":[141],"seasons,":[142],"but":[143],"with":[144],"disparities.":[146],"impact":[148],"vegetation":[153],"(NDVI)":[155],"significant":[159],"summer,":[161],"especially":[162],"central":[165],"urban":[166],"areas,":[167],"while":[168],"winter,":[170],"contribution":[172],"air":[175,197,219],"quality":[176],"(AQI)":[178],"increased.":[180],"This":[181],"research":[182],"further":[183],"demonstrates":[184],"feasibility":[186],"effect":[195],"provides":[203],"new":[204],"insights":[205],"into":[206],"driving":[212],"pollution.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-08-31T00:00:00"}