{"id":"https://openalex.org/W2939573883","doi":"https://doi.org/10.3390/rs11070841","title":"Estimating Daily PM2.5 Concentrations in Beijing Using 750-M VIIRS IP AOD Retrievals and a Nested Spatiotemporal Statistical Model","display_name":"Estimating Daily PM2.5 Concentrations in Beijing Using 750-M VIIRS IP AOD Retrievals and a Nested Spatiotemporal Statistical Model","publication_year":2019,"publication_date":"2019-04-08","ids":{"openalex":"https://openalex.org/W2939573883","doi":"https://doi.org/10.3390/rs11070841","mag":"2939573883"},"language":"en","primary_location":{"id":"doi:10.3390/rs11070841","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11070841","pdf_url":"https://www.mdpi.com/2072-4292/11/7/841/pdf?version=1554723508","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/2072-4292/11/7/841/pdf?version=1554723508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006721906","display_name":"Fei Yao","orcid":"https://orcid.org/0000-0002-8327-3252"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Fei Yao","raw_affiliation_strings":["Key Laboratory for Urban Habitat Environmental Science and Technology, Shenzhen Graduate School, Peking University, Shenzhen 518055, China","School of GeoSciences, University of Edinburgh, Edinburgh EH8 9YL, UK"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Urban Habitat Environmental Science and Technology, Shenzhen Graduate School, Peking University, Shenzhen 518055, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of GeoSciences, University of Edinburgh, Edinburgh EH8 9YL, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599435","display_name":"Jian Wu","orcid":"https://orcid.org/0000-0002-3394-1507"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiansheng Wu","raw_affiliation_strings":["Key Laboratory for Urban Habitat Environmental Science and Technology, Shenzhen Graduate School, Peking University, Shenzhen 518055, China","Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Urban Habitat Environmental Science and Technology, Shenzhen Graduate School, Peking University, Shenzhen 518055, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444137","display_name":"Weifeng Li","orcid":"https://orcid.org/0009-0007-9585-4154"},"institutions":[{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Weifeng Li","raw_affiliation_strings":["Department of Urban Planning and Design, The University of Hong Kong, Hong Kong SAR, China","Shenzhen Institute of Research and Innovation, The University of Hong Kong, Shenzhen 518075, China"],"affiliations":[{"raw_affiliation_string":"Department of Urban Planning and Design, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Shenzhen Institute of Research and Innovation, The University of Hong Kong, Shenzhen 518075, China","institution_ids":["https://openalex.org/I4210105229","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021653380","display_name":"Jian Peng","orcid":"https://orcid.org/0000-0003-0332-0248"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Peng","raw_affiliation_strings":["Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China"],"affiliations":[{"raw_affiliation_string":"Laboratory for Earth Surface Processes, Ministry of Education, College of Urban and Environmental Sciences, Peking University, Beijing 100871, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100599435"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.7031,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.8148957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"7","first_page":"841","last_page":"841"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9968000054359436,"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":0.9962999820709229,"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/environmental-science","display_name":"Environmental science","score":0.7318732142448425},{"id":"https://openalex.org/keywords/visible-infrared-imaging-radiometer-suite","display_name":"Visible Infrared Imaging Radiometer Suite","score":0.6591134071350098},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.481023371219635},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.45034828782081604},{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.44986745715141296},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4378300905227661},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3816223442554474},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25221315026283264},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15692782402038574},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1350332498550415},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.10361671447753906}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7318732142448425},{"id":"https://openalex.org/C2777701342","wikidata":"https://www.wikidata.org/wiki/Q16948273","display_name":"Visible Infrared Imaging Radiometer Suite","level":3,"score":0.6591134071350098},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.481023371219635},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.45034828782081604},{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.44986745715141296},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4378300905227661},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3816223442554474},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25221315026283264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15692782402038574},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1350332498550415},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.10361671447753906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11070841","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11070841","pdf_url":"https://www.mdpi.com/2072-4292/11/7/841/pdf?version=1554723508","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:6092b0ebc37a4092b3b14580891aa53f","is_oa":true,"landing_page_url":"https://doaj.org/article/6092b0ebc37a4092b3b14580891aa53f","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 7, p 841 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/7/841/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11070841","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 11; Issue 7; Pages: 841","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11070841","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11070841","pdf_url":"https://www.mdpi.com/2072-4292/11/7/841/pdf?version=1554723508","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":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8600000143051147}],"awards":[{"id":"https://openalex.org/G1408257928","display_name":null,"funder_award_id":"JCYJ20170412150910443","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"},{"id":"https://openalex.org/G1880386336","display_name":null,"funder_award_id":"China Scholarship Council (CSC)","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2010386442","display_name":null,"funder_award_id":"201704","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/G2300736770","display_name":null,"funder_award_id":"(CSC)","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G2981938667","display_name":null,"funder_award_id":"Shenzhen","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G3390769077","display_name":null,"funder_award_id":"CSC","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G3757194791","display_name":null,"funder_award_id":"JCYJ20","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/G4437723169","display_name":null,"funder_award_id":"201711159270","funder_id":"https://openalex.org/F4320322170","funder_display_name":"University of Hong Kong"},{"id":"https://openalex.org/G5338513314","display_name":null,"funder_award_id":"20171115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","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/G7037458503","display_name":null,"funder_award_id":"41471370","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322170","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320324787","display_name":"Peking University","ror":"https://ror.org/02v51f717"},{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null},{"id":"https://openalex.org/F4320329174","display_name":"Shenzhen Municipal Science and Technology Innovation Council","ror":"https://ror.org/017n8df75"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2939573883.pdf","grobid_xml":"https://content.openalex.org/works/W2939573883.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W272602280","https://openalex.org/W1173523477","https://openalex.org/W1599043334","https://openalex.org/W1952071470","https://openalex.org/W1964770800","https://openalex.org/W1972322328","https://openalex.org/W1977065472","https://openalex.org/W1980254188","https://openalex.org/W1997159874","https://openalex.org/W2011740524","https://openalex.org/W2020729558","https://openalex.org/W2026409684","https://openalex.org/W2031528200","https://openalex.org/W2032481287","https://openalex.org/W2069977802","https://openalex.org/W2083441060","https://openalex.org/W2083944525","https://openalex.org/W2095598361","https://openalex.org/W2108162680","https://openalex.org/W2110052313","https://openalex.org/W2111841011","https://openalex.org/W2119362352","https://openalex.org/W2129437219","https://openalex.org/W2141970008","https://openalex.org/W2200503738","https://openalex.org/W2233873426","https://openalex.org/W2297827415","https://openalex.org/W2301552301","https://openalex.org/W2310114729","https://openalex.org/W2312602772","https://openalex.org/W2402894798","https://openalex.org/W2497200023","https://openalex.org/W2531171441","https://openalex.org/W2553429315","https://openalex.org/W2594626679","https://openalex.org/W2599875507","https://openalex.org/W2607812891","https://openalex.org/W2620300958","https://openalex.org/W2623406985","https://openalex.org/W2742946820","https://openalex.org/W2766635578","https://openalex.org/W2767569083","https://openalex.org/W2776069591","https://openalex.org/W2791696953","https://openalex.org/W2800133189","https://openalex.org/W2811009165","https://openalex.org/W2885419738"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4403287578","https://openalex.org/W2015747722","https://openalex.org/W2000097242","https://openalex.org/W2362050182","https://openalex.org/W2382418233","https://openalex.org/W2984321459","https://openalex.org/W2369897927","https://openalex.org/W3031731056"],"abstract_inverted_index":{"Satellite-retrieved":[0],"aerosol":[1],"optical":[2],"depth":[3],"(AOD)":[4],"data":[5],"have":[6,42],"been":[7,43],"widely":[8,44],"used":[9,146,170],"to":[10,27,48,73,159,179,263],"predict":[11,49,160,273],"PM2.5":[12,36,50,101,162,247,258,274,290],"concentrations.":[13,163],"Most":[14],"of":[15,77,117,131,167,192,206,235,253,266,288],"their":[16],"spatial":[17,233],"resolutions":[18],"(~1":[19],"km":[20],"or":[21,143],"greater),":[22],"however,":[23,57],"are":[24,58],"too":[25],"coarse":[26],"support":[28],"PM2.5-related":[29],"studies":[30],"at":[31,83,276],"fine":[32],"scales":[33,278],"(e.g.,":[34],"urban-scale":[35],"exposure":[37],"assessments).":[38],"Space-time":[39],"regression":[40,125,134],"models":[41,169,213,229],"developed":[45,106],"and":[46,128,217,223,249,256,279,286],"applied":[47],"concentrations":[51,102,275],"from":[52,87,182],"satellite-retrieved":[53],"AOD.":[54],"Their":[55],"accuracies,":[56],"not":[59],"satisfactory":[60],"particularly":[61],"on":[62,292],"days":[63,293],"that":[64,294],"lack":[65,295],"a":[66,104,120,129,296],"model":[67,115,127,243,297],"dataset.":[68,298],"The":[69,111,137,188,200,226,239],"present":[70],"study":[71,261],"aimed":[72],"evaluate":[74],"the":[75,88,147,152,165,171,176,183,193,210,232,236,251,264,284],"effectiveness":[76],"recent":[78],"high-resolution":[79],"(i.e.,":[80],"~750":[81],"m":[82],"nadir)":[84],"AOD":[85,150,174,196,271],"obtained":[86],"Visible":[89],"Infrared":[90],"Imaging":[91],"Radiometer":[92],"Suite":[93],"instrument":[94],"(VIIRS)":[95],"Intermediate":[96],"Product":[97],"(IP)":[98],"in":[99],"estimating":[100],"with":[103,214],"newly":[105],"nested":[107,112,121,185,240],"spatiotemporal":[108,113,190,241],"statistical":[109,114,242],"model.":[110,187],"consisted":[116],"two":[118],"parts:":[119],"time":[122],"fixed":[123],"effects":[124],"(TFER)":[126],"series":[130,166],"geographically":[132],"weighted":[133],"(GWR)":[135],"models.":[136],"TFER":[138,186,212],"model,":[139],"containing":[140],"daily,":[141,215],"weekly,":[142,216],"monthly":[144,218],"intercepts,":[145],"VIIRS":[148,172,194,269],"IP":[149,173,195,270],"as":[151,175],"main":[153],"predictor":[154],"alongside":[155],"several":[156],"auxiliary":[157],"variables":[158],"daily":[161,246,289],"Meanwhile,":[164],"GWR":[168,228],"independent":[177],"variable":[178],"correct":[180],"residuals":[181],"first-stage":[184,211],"average":[189],"coverage":[191,285],"was":[197],"approximately":[198],"16.12%.":[199],"sample-based":[201],"ten-fold":[202],"cross":[203],"validation":[204],"goodness":[205],"fit":[207],"(R2)":[208],"for":[209,282],"intercepts":[219],"were":[220],"0.81,":[221],"0.66,":[222],"0.45,":[224],"respectively.":[225],"second-stage":[227],"further":[230],"captured":[231],"heterogeneities":[234],"PM2.5-AOD":[237],"relationships.":[238],"produced":[244],"more":[245],"estimates":[248,291],"improved":[250],"accuracies":[252],"summer,":[254],"autumn,":[255],"annual":[257],"estimates.":[259],"This":[260],"contributes":[262],"knowledge":[265],"how":[267],"well":[268],"can":[272],"urban":[277],"offers":[280],"strategies":[281],"improving":[283],"accuracy":[287]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2019-04-25T00:00:00"}
