{"id":"https://openalex.org/W4220757077","doi":"https://doi.org/10.3390/rs14071640","title":"A High-Performance Convolutional Neural Network for Ground-Level Ozone Estimation in Eastern China","display_name":"A High-Performance Convolutional Neural Network for Ground-Level Ozone Estimation in Eastern China","publication_year":2022,"publication_date":"2022-03-29","ids":{"openalex":"https://openalex.org/W4220757077","doi":"https://doi.org/10.3390/rs14071640"},"language":"en","primary_location":{"id":"doi:10.3390/rs14071640","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071640","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1640/pdf?version=1648607157","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,"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"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/7/1640/pdf?version=1648607157","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076077777","display_name":"Sichen Wang","orcid":"https://orcid.org/0009-0005-7138-7622"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]},{"id":"https://openalex.org/I4210131567","display_name":"Jiangsu Institute of Meteorological Sciences","ror":"https://ror.org/03y33h821","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210131567"]},{"id":"https://openalex.org/I4210161568","display_name":"Huainan Mining Industry Group (China)","ror":"https://ror.org/058stpv70","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210161568"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sichen Wang","raw_affiliation_strings":["Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China","Huaihe River Basin Typical Farmland Ecological Meteorological Field Science Experiment Base of China Meteorological Administration, Huainan 232200, China","School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China","Shouxian National Climate Observatory, Huainan 232200, China"],"affiliations":[{"raw_affiliation_string":"Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China","institution_ids":["https://openalex.org/I4210131567"]},{"raw_affiliation_string":"Huaihe River Basin Typical Farmland Ecological Meteorological Field Science Experiment Base of China Meteorological Administration, Huainan 232200, China","institution_ids":["https://openalex.org/I141301092"]},{"raw_affiliation_string":"School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Shouxian National Climate Observatory, Huainan 232200, China","institution_ids":["https://openalex.org/I4210161568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036935380","display_name":"Yanfeng Huo","orcid":null},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]},{"id":"https://openalex.org/I4210131567","display_name":"Jiangsu Institute of Meteorological Sciences","ror":"https://ror.org/03y33h821","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210131567"]},{"id":"https://openalex.org/I4210161568","display_name":"Huainan Mining Industry Group (China)","ror":"https://ror.org/058stpv70","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210161568"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanfeng Huo","raw_affiliation_strings":["Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China","Huaihe River Basin Typical Farmland Ecological Meteorological Field Science Experiment Base of China Meteorological Administration, Huainan 232200, China","Shouxian National Climate Observatory, Huainan 232200, China"],"affiliations":[{"raw_affiliation_string":"Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China","institution_ids":["https://openalex.org/I4210131567"]},{"raw_affiliation_string":"Huaihe River Basin Typical Farmland Ecological Meteorological Field Science Experiment Base of China Meteorological Administration, Huainan 232200, China","institution_ids":["https://openalex.org/I141301092"]},{"raw_affiliation_string":"Shouxian National Climate Observatory, Huainan 232200, China","institution_ids":["https://openalex.org/I4210161568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028472206","display_name":"Xidong Mu","orcid":"https://orcid.org/0000-0003-4091-7430"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Mu","raw_affiliation_strings":["School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091117089","display_name":"Peng Jiang","orcid":"https://orcid.org/0000-0002-7342-7940"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Jiang","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, Hefei 230601, China","School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, Hefei 230601, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"School of Resources and Environmental Engineering, Anhui University, Hefei 230601, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044715225","display_name":"Shangpei Xun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131567","display_name":"Jiangsu Institute of Meteorological Sciences","ror":"https://ror.org/03y33h821","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210131567"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangpei Xun","raw_affiliation_strings":["Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China"],"affiliations":[{"raw_affiliation_string":"Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China","institution_ids":["https://openalex.org/I4210131567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055609210","display_name":"Binfang He","orcid":"https://orcid.org/0009-0007-6611-4130"},"institutions":[{"id":"https://openalex.org/I4210131567","display_name":"Jiangsu Institute of Meteorological Sciences","ror":"https://ror.org/03y33h821","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210131567"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binfang He","raw_affiliation_strings":["Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China"],"affiliations":[{"raw_affiliation_string":"Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China","institution_ids":["https://openalex.org/I4210131567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001225475","display_name":"Wenyu Wu","orcid":"https://orcid.org/0009-0007-8500-2521"},"institutions":[{"id":"https://openalex.org/I4210131567","display_name":"Jiangsu Institute of Meteorological Sciences","ror":"https://ror.org/03y33h821","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210131567"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyu Wu","raw_affiliation_strings":["Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China"],"affiliations":[{"raw_affiliation_string":"Anhui Institute of Meteorological Sciences, Key Laboratory for Atmospheric Sciences & Remote Sensing of Anhui Province, Hefei 230031, China","institution_ids":["https://openalex.org/I4210131567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021179252","display_name":"Lin Liu","orcid":"https://orcid.org/0000-0001-9335-1368"},"institutions":[{"id":"https://openalex.org/I4210133131","display_name":"Chinese Academy of Meteorological Sciences","ror":"https://ror.org/034b53w38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210133131"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Liu","raw_affiliation_strings":["State Key Laboratory of Severe Weather (LASW) and Key Laboratory of Atmospheric Chemistry of CMA, Chinese Academy of Meteorological Sciences, Beijing 100081, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Severe Weather (LASW) and Key Laboratory of Atmospheric Chemistry of CMA, Chinese Academy of Meteorological Sciences, Beijing 100081, China","institution_ids":["https://openalex.org/I4210133131"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048060534","display_name":"Yonghong Wang","orcid":"https://orcid.org/0000-0003-2498-9143"},"institutions":[{"id":"https://openalex.org/I4210144289","display_name":"Research Center for Eco-Environmental Sciences","ror":"https://ror.org/03rpsvy57","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210144289"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghong Wang","raw_affiliation_strings":["Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100029, China","institution_ids":["https://openalex.org/I4210144289","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5036935380"],"corresponding_institution_ids":["https://openalex.org/I141301092","https://openalex.org/I4210131567","https://openalex.org/I4210161568"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.8096,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.82671987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"7","first_page":"1640","last_page":"1640"},"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":0.9991000294685364,"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/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9987999796867371,"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/ozone","display_name":"Ozone","score":0.7268965244293213},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7259281873703003},{"id":"https://openalex.org/keywords/pollutant","display_name":"Pollutant","score":0.5394108891487122},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.48158717155456543},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4784809947013855},{"id":"https://openalex.org/keywords/tropospheric-ozone","display_name":"Tropospheric ozone","score":0.45016321539878845},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.3692569136619568},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11923649907112122},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08069109916687012}],"concepts":[{"id":"https://openalex.org/C508106653","wikidata":"https://www.wikidata.org/wiki/Q36933","display_name":"Ozone","level":2,"score":0.7268965244293213},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7259281873703003},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.5394108891487122},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.48158717155456543},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4784809947013855},{"id":"https://openalex.org/C2776349674","wikidata":"https://www.wikidata.org/wiki/Q2298060","display_name":"Tropospheric ozone","level":3,"score":0.45016321539878845},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.3692569136619568},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11923649907112122},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08069109916687012},{"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14071640","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071640","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1640/pdf?version=1648607157","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,"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:9d2c8666c0474eae946dd735758775c9","is_oa":true,"landing_page_url":"https://doaj.org/article/9d2c8666c0474eae946dd735758775c9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 7, p 1640 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/7/1640/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14071640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 7; Pages: 1640","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14071640","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14071640","pdf_url":"https://www.mdpi.com/2072-4292/14/7/1640/pdf?version=1648607157","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,"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":[],"awards":[{"id":"https://openalex.org/G29688005","display_name":null,"funder_award_id":"202004b11020012","funder_id":"https://openalex.org/F4320336578","funder_display_name":"Anhui Provincial Key Research and Development Plan"},{"id":"https://openalex.org/G4549391290","display_name":null,"funder_award_id":"No.41705014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336578","display_name":"Anhui Provincial Key Research and Development Plan","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220757077.pdf","grobid_xml":"https://content.openalex.org/works/W4220757077.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1538131130","https://openalex.org/W1965091995","https://openalex.org/W2064675550","https://openalex.org/W2084554826","https://openalex.org/W2100495367","https://openalex.org/W2110885569","https://openalex.org/W2145411928","https://openalex.org/W2157331557","https://openalex.org/W2316634239","https://openalex.org/W2341276995","https://openalex.org/W2460142007","https://openalex.org/W2528452533","https://openalex.org/W2559688945","https://openalex.org/W2579196193","https://openalex.org/W2753644149","https://openalex.org/W2767085346","https://openalex.org/W2791451833","https://openalex.org/W2792404378","https://openalex.org/W2795845062","https://openalex.org/W2884585870","https://openalex.org/W2913928348","https://openalex.org/W2941297605","https://openalex.org/W2945542824","https://openalex.org/W2947591364","https://openalex.org/W2971172574","https://openalex.org/W2971198853","https://openalex.org/W2971667586","https://openalex.org/W2977179014","https://openalex.org/W2979464795","https://openalex.org/W3008949811","https://openalex.org/W3033781545","https://openalex.org/W3037226097","https://openalex.org/W3044909247","https://openalex.org/W3093326626","https://openalex.org/W3094571551","https://openalex.org/W3100935125","https://openalex.org/W3109714296","https://openalex.org/W3134181703","https://openalex.org/W3134768566","https://openalex.org/W3136951244","https://openalex.org/W3147014757","https://openalex.org/W3147490264","https://openalex.org/W3175213715","https://openalex.org/W3187631632","https://openalex.org/W3190822217","https://openalex.org/W3193469821","https://openalex.org/W3193748583","https://openalex.org/W3197819402","https://openalex.org/W3202088448","https://openalex.org/W3212210567","https://openalex.org/W6750164229"],"related_works":["https://openalex.org/W3012609934","https://openalex.org/W1541888978","https://openalex.org/W2169244993","https://openalex.org/W3215751698","https://openalex.org/W2050670015","https://openalex.org/W1972624251","https://openalex.org/W4221049866","https://openalex.org/W2094307529","https://openalex.org/W1617030681","https://openalex.org/W1676981206"],"abstract_inverted_index":{"Having":[0],"a":[1,17,177],"high-quality":[2],"historical":[3],"air":[4,183],"pollutant":[5],"dataset":[6,49],"is":[7,150],"critical":[8],"for":[9,180],"environmental":[10],"and":[11,77,102,138,152,168,175],"epidemiological":[12],"research.":[13],"In":[14,121],"this":[15],"study,":[16],"novel":[18],"deep":[19],"learning":[20,133],"model":[21,100,126,149],"based":[22],"on":[23],"convolutional":[24],"neural":[25],"network":[26],"architecture":[27],"was":[28,50,112],"developed":[29],"to":[30,171],"estimate":[31,172],"ground-level":[32,173],"ozone":[33,47,58,108,141,159,174],"concentrations":[34],"across":[35],"eastern":[36],"China.":[37],"A":[38],"high-resolution":[39],"maximum":[40],"daily":[41],"average":[42],"8-h":[43],"(MDA8)":[44],"surface":[45],"ground":[46],"concentration":[48],"generated":[51],"with":[52,88,109,128],"the":[53,56,61,69,80,103,115,125,145,154],"support":[54],"of":[55,79,106,118,147,157],"total":[57],"column":[59],"from":[60,68],"satellite":[62],"Tropospheric":[63],"Monitoring":[64],"Instrument,":[65],"meteorological":[66],"data":[67],"China":[70],"Meteorological":[71],"Administration":[72],"Land":[73],"Data":[74],"Assimilation":[75],"System,":[76],"simulations":[78],"WRF-Chem":[81],"model.":[82,120],"The":[83],"modeled":[84],"results":[85,127],"were":[86,96],"compared":[87,124],"in":[89,92,99],"situ":[90],"measurements":[91],"five":[93],"cities":[94],"that":[95,144,153],"not":[97],"involved":[98],"training,":[101],"mean":[104],"R2":[105],"predicted":[107,158],"observed":[110],"values":[111],"0.9,":[113],"indicating":[114],"good":[116],"robustness":[117],"our":[119,148],"addition,":[122],"we":[123],"some":[129],"widely":[130],"used":[131],"machine":[132],"techniques":[134],"(e.g.,":[135],"random":[136],"forest)":[137],"recently":[139],"published":[140],"datasets,":[142],"showing":[143],"accuracy":[146],"higher":[151],"spatial":[155],"distributions":[156],"are":[160],"more":[161],"coherent.":[162],"This":[163],"study":[164],"provides":[165],"an":[166],"efficient":[167],"exact":[169],"method":[170],"offers":[176],"new":[178],"perspective":[179],"modeling":[181],"spatiotemporal":[182],"pollutants.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
