{"id":"https://openalex.org/W4385461849","doi":"https://doi.org/10.3390/rs15153822","title":"Estimation of Daily Seamless PM2.5 Concentrations with Climate Feature in Hubei Province, China","display_name":"Estimation of Daily Seamless PM2.5 Concentrations with Climate Feature in Hubei Province, China","publication_year":2023,"publication_date":"2023-07-31","ids":{"openalex":"https://openalex.org/W4385461849","doi":"https://doi.org/10.3390/rs15153822"},"language":"en","primary_location":{"id":"doi:10.3390/rs15153822","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15153822","pdf_url":"https://www.mdpi.com/2072-4292/15/15/3822/pdf?version=1690817586","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/2072-4292/15/15/3822/pdf?version=1690817586","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077449473","display_name":"Wenjia Ni","orcid":"https://orcid.org/0000-0002-4466-7101"},"institutions":[{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjia Ni","raw_affiliation_strings":["Hubei Key Laboratory of Quantitative Remote Sensing of Land and Atmosphere, School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Quantitative Remote Sensing of Land and Atmosphere, School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102890494","display_name":"Yu Ding","orcid":"https://orcid.org/0000-0002-2658-2358"},"institutions":[{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Ding","raw_affiliation_strings":["Hubei Key Laboratory of Quantitative Remote Sensing of Land and Atmosphere, School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Quantitative Remote Sensing of Land and Atmosphere, School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100733093","display_name":"Siwei Li","orcid":"https://orcid.org/0000-0003-1985-8149"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siwei Li","raw_affiliation_strings":["Hubei Key Laboratory of Quantitative Remote Sensing of Land and Atmosphere, School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","Hubei Luojia Laboratory, Wuhan University, Wuhan 430079, China","State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Quantitative Remote Sensing of Land and Atmosphere, School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"Hubei Luojia Laboratory, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035901506","display_name":"Mengfan Teng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengfan Teng","raw_affiliation_strings":["Hubei Key Laboratory of Quantitative Remote Sensing of Land and Atmosphere, School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Quantitative Remote Sensing of Land and Atmosphere, School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011456288","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0001-8947-6176"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Hubei Luojia Laboratory, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Hubei Luojia Laboratory, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011456288"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.2307,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.76312312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"15","issue":"15","first_page":"3822","last_page":"3822"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9997000098228455,"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":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9973999857902527,"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/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9958999752998352,"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/geolocation","display_name":"Geolocation","score":0.8523296117782593},{"id":"https://openalex.org/keywords/longitude","display_name":"Longitude","score":0.7367638349533081},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6186152696609497},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5855865478515625},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5311214923858643},{"id":"https://openalex.org/keywords/latitude","display_name":"Latitude","score":0.5230406522750854},{"id":"https://openalex.org/keywords/geographic-coordinate-system","display_name":"Geographic coordinate system","score":0.4738462567329407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45512765645980835},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.38478773832321167},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.33328577876091003},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.26482176780700684},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2533681392669678},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21076032519340515},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17021751403808594},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12009906768798828},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.08899179100990295}],"concepts":[{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.8523296117782593},{"id":"https://openalex.org/C2780554747","wikidata":"https://www.wikidata.org/wiki/Q36477","display_name":"Longitude","level":3,"score":0.7367638349533081},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6186152696609497},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5855865478515625},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5311214923858643},{"id":"https://openalex.org/C122523270","wikidata":"https://www.wikidata.org/wiki/Q34027","display_name":"Latitude","level":2,"score":0.5230406522750854},{"id":"https://openalex.org/C123046963","wikidata":"https://www.wikidata.org/wiki/Q22664","display_name":"Geographic coordinate system","level":2,"score":0.4738462567329407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45512765645980835},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.38478773832321167},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.33328577876091003},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.26482176780700684},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2533681392669678},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21076032519340515},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17021751403808594},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12009906768798828},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.08899179100990295},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15153822","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15153822","pdf_url":"https://www.mdpi.com/2072-4292/15/15/3822/pdf?version=1690817586","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:15fc389099f44e0986a2853e81681f39","is_oa":true,"landing_page_url":"https://doaj.org/article/15fc389099f44e0986a2853e81681f39","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 15, Iss 15, p 3822 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/15/3822/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15153822","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 15; Issue 15; Pages: 3822","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15153822","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15153822","pdf_url":"https://www.mdpi.com/2072-4292/15/15/3822/pdf?version=1690817586","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":[{"score":0.7300000190734863,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1175539129","display_name":null,"funder_award_id":"41975022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G16591154","display_name":null,"funder_award_id":"41975022","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G1881654436","display_name":null,"funder_award_id":"42205129","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2018541164","display_name":null,"funder_award_id":"2042022kf1064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2082826544","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G282896528","display_name":null,"funder_award_id":"2042022kf1064","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4101637021","display_name":null,"funder_award_id":"2022M712445","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4293993761","display_name":null,"funder_award_id":"CBAS2022ORP01","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4882592948","display_name":null,"funder_award_id":"2022M712445","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8456737113","display_name":null,"funder_award_id":"CBAS2022ORP01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8737686185","display_name":null,"funder_award_id":"42205129","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385461849.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W590735017","https://openalex.org/W2080501878","https://openalex.org/W2582264034","https://openalex.org/W2607030186","https://openalex.org/W2780186126","https://openalex.org/W2804076223","https://openalex.org/W2885542057","https://openalex.org/W2886489274","https://openalex.org/W2911964244","https://openalex.org/W2963269259","https://openalex.org/W2969476445","https://openalex.org/W2990251052","https://openalex.org/W2996193080","https://openalex.org/W3014705227","https://openalex.org/W3025949386","https://openalex.org/W3089919509","https://openalex.org/W3124266898","https://openalex.org/W3136179920","https://openalex.org/W3205119553","https://openalex.org/W4224753816","https://openalex.org/W4281254599","https://openalex.org/W4283400198","https://openalex.org/W4292701997","https://openalex.org/W4294733427","https://openalex.org/W4295414601","https://openalex.org/W4296746396","https://openalex.org/W4307111907","https://openalex.org/W4312209764","https://openalex.org/W4316664772","https://openalex.org/W4317952582","https://openalex.org/W4321602335","https://openalex.org/W4323306131","https://openalex.org/W4362524145","https://openalex.org/W4377018634","https://openalex.org/W4378528496","https://openalex.org/W4378602181","https://openalex.org/W4378673813","https://openalex.org/W4382133514","https://openalex.org/W6766846328"],"related_works":["https://openalex.org/W2388796632","https://openalex.org/W2953625540","https://openalex.org/W160155272","https://openalex.org/W3031723898","https://openalex.org/W2365360366","https://openalex.org/W1984955829","https://openalex.org/W4285342097","https://openalex.org/W3031448302","https://openalex.org/W2739245357","https://openalex.org/W2915887265"],"abstract_inverted_index":{"The":[0,46],"urgent":[1],"necessity":[2],"for":[3,36,62,90,126],"precise":[4],"and":[5,24,76,106,156,159,188],"uninterrupted":[6],"PM2.5":[7,20,63,92,114,211,223],"datasets":[8],"of":[9,19,53,84,112,132,142,151,175,179,208],"high":[10],"spatial\u2013temporal":[11],"resolution":[12],"is":[13],"underscored":[14],"by":[15,102],"the":[16,30,40,82,110,113,128,137,149,160,164,176,182,185,193,206,221,228],"significant":[17],"influence":[18],"on":[21,74],"weather,":[22],"climate,":[23],"human":[25],"health.":[26],"This":[27,94],"study":[28],"leverages":[29],"AOD":[31,42,48,202],"reconstruction":[32,203],"method":[33,125,169],"to":[34,56,181,216,226,237],"compensate":[35],"missing":[37],"values":[38],"in":[39,148,163,192,230],"MAIAC":[41],"throughout":[43],"Hubei":[44],"Province.":[45],"reconstructed":[47],"dataset,":[49],"exhibiting":[50],"an":[51,88],"R2/RMSE":[52],"0.76/0.18,":[54],"compared":[55],"AERONET":[57],"AOD,":[58],"was":[59],"subsequently":[60],"used":[61],"estimation.":[64],"Our":[65],"research":[66],"breaks":[67],"from":[68,214,235],"traditional":[69],"methodologies":[70],"that":[71,201],"solely":[72],"depend":[73],"latitude":[75],"longitude":[77],"information.":[78],"Instead,":[79],"it":[80],"emphasizes":[81],"use":[83],"climate":[85],"feature":[86,130],"as":[87],"input":[89],"estimating":[91],"concentrations.":[93],"strategic":[95],"approach":[96],"prevents":[97],"potential":[98],"spatial":[99],"discontinuities":[100],"triggered":[101],"geolocation":[103],"information":[104],"(latitude":[105],"longitude),":[107],"thus":[108],"ensuring":[109],"precision":[111],"estimation":[115],"(sample/spatial":[116],"CV":[117],"R2":[118],"=":[119],"0.91/0.88).":[120],"Moreover,":[121],"we":[122],"proposed":[123],"a":[124,171,189],"identifying":[127],"absolute":[129,177],"importance":[131],"machine-learning":[133,143],"models.":[134],"Contrasted":[135],"with":[136],"relative":[138],"feature-importance":[139],"property":[140],"typical":[141],"models":[144],"(a":[145],"minor":[146],"difference":[147,162,191],"order":[150,187],"top":[152,165,194],"three":[153],"between":[154],"geolocation-based":[155],"climate-feature-based":[157],"models,":[158],"slight":[161],"three:":[166,195],"0.08%/0.17%),":[167],"our":[168,198],"provides":[170],"more":[172],"comprehensive":[173],"explanation":[174],"significance":[178],"features":[180],"model":[183],"(maintaining":[184],"same":[186],"larger":[190],"0.99%/0.72%).":[196],"Crucially,":[197],"findings":[199],"demonstrated":[200],"can":[204],"mitigate":[205],"overestimation":[207],"annual":[209],"mean":[210],"concentrations":[212],"(ranging":[213,234],"0.52":[215],"9.28":[217],"\u00b5g/m3).":[218,239],"In":[219],"addition,":[220],"seamless":[222],"dataset":[224],"contributes":[225],"reducing":[227],"bias":[229],"exposure":[231],"risk":[232],"assessment":[233],"\u22120.11":[236],"9.81":[238]},"counts_by_year":[{"year":2025,"cited_by_count":8}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2023-08-02T00:00:00"}