{"id":"https://openalex.org/W3188891218","doi":"https://doi.org/10.1007/s11432-020-2951-1","title":"Large scale air pollution prediction with deep convolutional networks","display_name":"Large scale air pollution prediction with deep convolutional networks","publication_year":2021,"publication_date":"2021-08-09","ids":{"openalex":"https://openalex.org/W3188891218","doi":"https://doi.org/10.1007/s11432-020-2951-1","mag":"3188891218"},"language":"en","primary_location":{"id":"doi:10.1007/s11432-020-2951-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11432-020-2951-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210218743","display_name":"Science China Information Sciences","issn_l":"1674-733X","issn":["1674-733X","1869-1919"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science China Information Sciences","raw_type":"journal-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/A5013240918","display_name":"Gao Huang","orcid":"https://orcid.org/0000-0002-7251-0988"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gao Huang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, 100084, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061179333","display_name":"Chunjiang Ge","orcid":"https://orcid.org/0009-0008-4276-3133"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunjiang Ge","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, 100084, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045631335","display_name":"Tianyu Xiong","orcid":"https://orcid.org/0000-0001-8237-5794"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tianyu Xiong","raw_affiliation_strings":["Department of Computer Science, University of Toronto, Toronto, M5S1A1, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Toronto, Toronto, M5S1A1, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101868179","display_name":"Shiji Song","orcid":"https://orcid.org/0000-0003-0858-1770"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiji Song","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, 100084, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015605020","display_name":"Le Yang","orcid":"https://orcid.org/0000-0001-8379-4915"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Yang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, 100084, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062864680","display_name":"Baoxian Liu","orcid":"https://orcid.org/0000-0002-6841-1637"},"institutions":[{"id":"https://openalex.org/I4210123392","display_name":"Beijing Municipal Ecological and Environmental Monitoring Center","ror":"https://ror.org/02ygbbs43","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210123392"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baoxian Liu","raw_affiliation_strings":["Beijing Key Laboratory of Airborne Particulate Matter Monitoring Technology, Beijing Municipal Environmental Monitoring Center, Beijing, 100084, China","School of Environment, Tsinghua University, Beijing, 100084, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Airborne Particulate Matter Monitoring Technology, Beijing Municipal Environmental Monitoring Center, Beijing, 100084, China","institution_ids":["https://openalex.org/I4210123392"]},{"raw_affiliation_string":"School of Environment, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060976698","display_name":"Wenjun Yin","orcid":"https://orcid.org/0000-0003-0366-5174"},"institutions":[{"id":"https://openalex.org/I4210099567","display_name":"Insight (China)","ror":"https://ror.org/010t34638","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210099567"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Yin","raw_affiliation_strings":["Insights Value Technology CO., LTD., Beijing, 100070, China"],"affiliations":[{"raw_affiliation_string":"Insights Value Technology CO., LTD., Beijing, 100070, China","institution_ids":["https://openalex.org/I4210099567"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069954600","display_name":"Cheng Wu","orcid":"https://orcid.org/0000-0003-1288-968X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Wu","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, 100084, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, 100084, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5062864680"],"corresponding_institution_ids":["https://openalex.org/I4210123392","https://openalex.org/I99065089"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5475,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.80398609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"64","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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":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/T12095","display_name":"Vehicle emissions and performance","score":0.9933000206947327,"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/leverage","display_name":"Leverage (statistics)","score":0.7597520351409912},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.7246992588043213},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6563393473625183},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5500024557113647},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5354381203651428},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4416189193725586},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4218416213989258},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.359437495470047},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3343625068664551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.297382652759552},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.185249924659729},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.16503015160560608},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1026468276977539},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08095285296440125}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7597520351409912},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.7246992588043213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6563393473625183},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5500024557113647},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5354381203651428},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4416189193725586},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4218416213989258},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.359437495470047},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3343625068664551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.297382652759552},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.185249924659729},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.16503015160560608},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1026468276977539},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08095285296440125}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11432-020-2951-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11432-020-2951-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210218743","display_name":"Science China Information Sciences","issn_l":"1674-733X","issn":["1674-733X","1869-1919"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science China Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1901129140","https://openalex.org/W1969865391","https://openalex.org/W1971402834","https://openalex.org/W1974284277","https://openalex.org/W2012394874","https://openalex.org/W2016287239","https://openalex.org/W2026727583","https://openalex.org/W2036785686","https://openalex.org/W2039416545","https://openalex.org/W2064675550","https://openalex.org/W2068863931","https://openalex.org/W2070323811","https://openalex.org/W2070491377","https://openalex.org/W2083580369","https://openalex.org/W2084003102","https://openalex.org/W2086491550","https://openalex.org/W2102093423","https://openalex.org/W2112738128","https://openalex.org/W2118020555","https://openalex.org/W2140282454","https://openalex.org/W2150751323","https://openalex.org/W2158822760","https://openalex.org/W2166604768","https://openalex.org/W2167356632","https://openalex.org/W2194775991","https://openalex.org/W2259959024","https://openalex.org/W2289128632","https://openalex.org/W2294996473","https://openalex.org/W2528639018","https://openalex.org/W2530386080","https://openalex.org/W2560674852","https://openalex.org/W2736216772","https://openalex.org/W2760506659","https://openalex.org/W2783923871","https://openalex.org/W2807695771","https://openalex.org/W2808535700","https://openalex.org/W2809035759","https://openalex.org/W2943903955","https://openalex.org/W2963446712","https://openalex.org/W4246587917","https://openalex.org/W4254964209"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W4230611425","https://openalex.org/W2787993192","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W2730112582","https://openalex.org/W4294635752"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}