{"id":"https://openalex.org/W4282007141","doi":"https://doi.org/10.1016/j.isprsjprs.2022.05.011","title":"The estimation of hourly PM2.5 concentrations across China based on a Spatial and Temporal Weighted Continuous Deep Neural Network (STWC-DNN)","display_name":"The estimation of hourly PM2.5 concentrations across China based on a Spatial and Temporal Weighted Continuous Deep Neural Network (STWC-DNN)","publication_year":2022,"publication_date":"2022-06-05","ids":{"openalex":"https://openalex.org/W4282007141","doi":"https://doi.org/10.1016/j.isprsjprs.2022.05.011"},"language":"en","primary_location":{"id":"doi:10.1016/j.isprsjprs.2022.05.011","doi":"https://doi.org/10.1016/j.isprsjprs.2022.05.011","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.isprsjprs.2022.05.011","pdf_url":null,"source":{"id":"https://openalex.org/S173339282","display_name":"ISPRS Journal of Photogrammetry and Remote Sensing","issn_l":"0924-2716","issn":["0924-2716","1872-8235"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","jufo-2","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS Journal of Photogrammetry and Remote Sensing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5101949041","display_name":"Zhen Wang","orcid":"https://orcid.org/0000-0002-9573-2129","observed_orcids":["https://orcid.org/0000-0002-9573-2129"]},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wang","raw_affiliation_strings":["School of Land Science and Technology, China University of Geosciences, Beijing 100083, China","Shanxi Provincial Key Laboratory of Resources, Environment and Disaster Monitoring, Jinzhong 030600, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Land Science and Technology, China University of Geosciences, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]},{"raw_affiliation_string":"Shanxi Provincial Key Laboratory of Resources, Environment and Disaster Monitoring, Jinzhong 030600, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109067573","display_name":"Ruiyuan Li","orcid":"https://orcid.org/0000-0002-6481-0657","observed_orcids":["https://orcid.org/0000-0002-6481-0657","https://orcid.org/0009-0009-0338-893X"]},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4391768099","display_name":"State Key Laboratory of Earth Surface Processes and Resource Ecology","ror":"https://ror.org/050mxte83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I25254941","https://openalex.org/I4391768099"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiyuan Li","raw_affiliation_strings":["School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China","State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global and Earth System Sciences, Beijing Normal University, 19 Xinjiekou Street, Haidian, Beijing 100875, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global and Earth System Sciences, Beijing Normal University, 19 Xinjiekou Street, Haidian, Beijing 100875, China","institution_ids":["https://openalex.org/I25254941","https://openalex.org/I4391768099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102886809","display_name":"Ziyue Chen","orcid":"https://orcid.org/0000-0003-4103-3792","observed_orcids":["https://orcid.org/0000-0003-4103-3792"]},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4391768099","display_name":"State Key Laboratory of Earth Surface Processes and Resource Ecology","ror":"https://ror.org/050mxte83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I25254941","https://openalex.org/I4391768099"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziyue Chen","raw_affiliation_strings":["State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global and Earth System Sciences, Beijing Normal University, 19 Xinjiekou Street, Haidian, Beijing 100875, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global and Earth System Sciences, Beijing Normal University, 19 Xinjiekou Street, Haidian, Beijing 100875, China","institution_ids":["https://openalex.org/I25254941","https://openalex.org/I4391768099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104032669","display_name":"Qi Yao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4391768099","display_name":"State Key Laboratory of Earth Surface Processes and Resource Ecology","ror":"https://ror.org/050mxte83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I25254941","https://openalex.org/I4391768099"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Yao","raw_affiliation_strings":["State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global and Earth System Sciences, Beijing Normal University, 19 Xinjiekou Street, Haidian, Beijing 100875, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global and Earth System Sciences, Beijing Normal University, 19 Xinjiekou Street, Haidian, Beijing 100875, China","institution_ids":["https://openalex.org/I25254941","https://openalex.org/I4391768099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055819576","display_name":"Bingbo Gao","orcid":"https://orcid.org/0000-0002-4315-4873","observed_orcids":["https://orcid.org/0000-0002-4315-4873"]},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingbo Gao","raw_affiliation_strings":["College of Land Science and Technology, China Agriculture University, Tsinghua East Road, Haidian District, 100083 Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Land Science and Technology, China Agriculture University, Tsinghua East Road, Haidian District, 100083 Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109367868","display_name":"Miaoqing Xu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4391768099","display_name":"State Key Laboratory of Earth Surface Processes and Resource Ecology","ror":"https://ror.org/050mxte83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I25254941","https://openalex.org/I4391768099"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miaoqing Xu","raw_affiliation_strings":["State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global and Earth System Sciences, Beijing Normal University, 19 Xinjiekou Street, Haidian, Beijing 100875, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Earth Surface Processes and Resource Ecology, College of Global and Earth System Sciences, Beijing Normal University, 19 Xinjiekou Street, Haidian, Beijing 100875, China","institution_ids":["https://openalex.org/I25254941","https://openalex.org/I4391768099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429578","display_name":"Lin Yang","orcid":"https://orcid.org/0000-0003-1550-5792","observed_orcids":["https://orcid.org/0000-0003-1550-5792"]},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Yang","raw_affiliation_strings":["School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101469340","display_name":"Manchun Li","orcid":"https://orcid.org/0000-0003-1088-309X","observed_orcids":["https://orcid.org/0000-0003-1088-309X"]},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manchun Li","raw_affiliation_strings":["School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023919188","display_name":"Chenghu Zhou","orcid":"https://orcid.org/0000-0003-3331-2302","observed_orcids":["https://orcid.org/0000-0003-3331-2302"]},"institutions":[{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I4391767971","display_name":"State Key Laboratory of Resources and Environmental Information System","ror":"https://ror.org/03w41by72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793","https://openalex.org/I4391767971"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghu Zhou","raw_affiliation_strings":["School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographical Sciences and Natural Resources Research, CAS, Beijing 100101, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography and Ocean Science, Nanjing University, Nanjing 210023, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographical Sciences and Natural Resources Research, CAS, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I4391767971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100429578","https://openalex.org/A5102886809"],"corresponding_institution_ids":["https://openalex.org/I25254941","https://openalex.org/I4391768099","https://openalex.org/I881766915"],"apc_list":{"value":2880,"currency":"USD","value_usd":2880},"apc_paid":null,"fwci":2.5178,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.89464176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"190","issue":null,"first_page":"38","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9970999956130981,"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":0.9970999956130981,"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/T10347","display_name":"Atmospheric aerosols and clouds","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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":0.0005000000237487257,"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/china","display_name":"China","score":0.8199999928474426}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.693157434463501},{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.6487802267074585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5568154454231262},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4753791391849518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44638535380363464},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37354058027267456},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3499153256416321}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.isprsjprs.2022.05.011","doi":"https://doi.org/10.1016/j.isprsjprs.2022.05.011","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.isprsjprs.2022.05.011","pdf_url":null,"source":{"id":"https://openalex.org/S173339282","display_name":"ISPRS Journal of Photogrammetry and Remote Sensing","issn_l":"0924-2716","issn":["0924-2716","1872-8235"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","jufo-2","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS Journal of Photogrammetry and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3071624942","display_name":null,"funder_award_id":"41901414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4348491369","display_name":null,"funder_award_id":"8202031","funder_id":"https://openalex.org/F4320334977","funder_display_name":"Beijing Municipal Natural Science Foundation"},{"id":"https://openalex.org/G7784215227","display_name":null,"funder_award_id":"42171399","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/F4320334977","display_name":"Beijing Municipal Natural Science Foundation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1588967193","https://openalex.org/W1836465849","https://openalex.org/W1903029394","https://openalex.org/W1971794754","https://openalex.org/W1995228070","https://openalex.org/W2011740524","https://openalex.org/W2054806977","https://openalex.org/W2066281540","https://openalex.org/W2070861023","https://openalex.org/W2084103053","https://openalex.org/W2090436332","https://openalex.org/W2108079253","https://openalex.org/W2122290731","https://openalex.org/W2136811230","https://openalex.org/W2146502635","https://openalex.org/W2156387975","https://openalex.org/W2161669929","https://openalex.org/W2194775991","https://openalex.org/W2297827415","https://openalex.org/W2312602772","https://openalex.org/W2345254164","https://openalex.org/W2395611524","https://openalex.org/W2399455941","https://openalex.org/W2480175994","https://openalex.org/W2497200023","https://openalex.org/W2516758599","https://openalex.org/W2565639579","https://openalex.org/W2580063688","https://openalex.org/W2620300958","https://openalex.org/W2624871570","https://openalex.org/W2739452932","https://openalex.org/W2750146434","https://openalex.org/W2776069591","https://openalex.org/W2788388592","https://openalex.org/W2788693790","https://openalex.org/W2791444549","https://openalex.org/W2796935963","https://openalex.org/W2808247753","https://openalex.org/W2811009165","https://openalex.org/W2883634107","https://openalex.org/W2914670930","https://openalex.org/W2917616628","https://openalex.org/W2928165649","https://openalex.org/W2930499469","https://openalex.org/W2941635653","https://openalex.org/W2951572255","https://openalex.org/W2953978338","https://openalex.org/W2969384816","https://openalex.org/W2975879014","https://openalex.org/W2996041315","https://openalex.org/W2998633559","https://openalex.org/W3014395405","https://openalex.org/W3015976670","https://openalex.org/W3044909247","https://openalex.org/W3122993262","https://openalex.org/W6702248584","https://openalex.org/W6732579376","https://openalex.org/W6761176859","https://openalex.org/W6768164939","https://openalex.org/W6773523098"],"related_works":["https://openalex.org/W2014588326","https://openalex.org/W4386918733","https://openalex.org/W3118311777","https://openalex.org/W3109716077","https://openalex.org/W4402262468","https://openalex.org/W4394580207","https://openalex.org/W4322102495","https://openalex.org/W3080190019","https://openalex.org/W7128391164","https://openalex.org/W4390231160"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":4}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-06-13T00:00:00"}