{"id":"https://openalex.org/W4312259867","doi":"https://doi.org/10.1109/tgrs.2022.3231699","title":"Absorbing Aerosol Optical Depth From OMI/TROPOMI Based on the GBRT Algorithm and AERONET Data in Asia","display_name":"Absorbing Aerosol Optical Depth From OMI/TROPOMI Based on the GBRT Algorithm and AERONET Data in Asia","publication_year":2022,"publication_date":"2022-12-22","ids":{"openalex":"https://openalex.org/W4312259867","doi":"https://doi.org/10.1109/tgrs.2022.3231699"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2022.3231699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2022.3231699","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100449517","display_name":"Ding Li","orcid":"https://orcid.org/0000-0003-0010-200X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ding Li","raw_affiliation_strings":["School of Environment and Spatial Informatics, China University and Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Environment and Spatial Informatics, China University and Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043811836","display_name":"Jason Blake Cohen","orcid":"https://orcid.org/0000-0002-9889-8175"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jason Blake Cohen","raw_affiliation_strings":["School of Environment and Spatial Informatics, China University and Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Environment and Spatial Informatics, China University and Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015491837","display_name":"Kai Qin","orcid":"https://orcid.org/0000-0002-1280-6330"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Qin","raw_affiliation_strings":["School of Environment and Spatial Informatics, China University and Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Environment and Spatial Informatics, China University and Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030767616","display_name":"Yong Xue","orcid":"https://orcid.org/0000-0003-3091-6637"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xue","raw_affiliation_strings":["School of Environment and Spatial Informatics, China University and Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Environment and Spatial Informatics, China University and Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025358039","display_name":"Lanlan Rao","orcid":"https://orcid.org/0000-0003-4439-0496"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lanlan Rao","raw_affiliation_strings":["German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Weßling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Weßling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100449517"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":0.9039,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.72885049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10347","display_name":"Atmospheric aerosols and clouds","score":0.9997000098228455,"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/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9986000061035156,"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/aeronet","display_name":"AERONET","score":0.9721013307571411},{"id":"https://openalex.org/keywords/aerosol","display_name":"Aerosol","score":0.7468693256378174},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7433739900588989},{"id":"https://openalex.org/keywords/ozone-monitoring-instrument","display_name":"Ozone Monitoring Instrument","score":0.6835700869560242},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6706811189651489},{"id":"https://openalex.org/keywords/radiometer","display_name":"Radiometer","score":0.6499898433685303},{"id":"https://openalex.org/keywords/troposphere","display_name":"Troposphere","score":0.5226640105247498},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4653182029724121},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4593953788280487},{"id":"https://openalex.org/keywords/radiative-transfer","display_name":"Radiative transfer","score":0.4430546462535858},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.43394750356674194},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.43321138620376587},{"id":"https://openalex.org/keywords/radiative-forcing","display_name":"Radiative forcing","score":0.4209164083003998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.18550845980644226},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14916634559631348},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11032924056053162},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08120301365852356}],"concepts":[{"id":"https://openalex.org/C2777634575","wikidata":"https://www.wikidata.org/wiki/Q291476","display_name":"AERONET","level":3,"score":0.9721013307571411},{"id":"https://openalex.org/C2779345167","wikidata":"https://www.wikidata.org/wiki/Q104541","display_name":"Aerosol","level":2,"score":0.7468693256378174},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7433739900588989},{"id":"https://openalex.org/C2779118152","wikidata":"https://www.wikidata.org/wiki/Q1863449","display_name":"Ozone Monitoring Instrument","level":3,"score":0.6835700869560242},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6706811189651489},{"id":"https://openalex.org/C120189094","wikidata":"https://www.wikidata.org/wiki/Q850281","display_name":"Radiometer","level":2,"score":0.6499898433685303},{"id":"https://openalex.org/C9075549","wikidata":"https://www.wikidata.org/wiki/Q40631","display_name":"Troposphere","level":2,"score":0.5226640105247498},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4653182029724121},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4593953788280487},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.4430546462535858},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.43394750356674194},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.43321138620376587},{"id":"https://openalex.org/C99578197","wikidata":"https://www.wikidata.org/wiki/Q1463606","display_name":"Radiative forcing","level":3,"score":0.4209164083003998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18550845980644226},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14916634559631348},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11032924056053162},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08120301365852356},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2022.3231699","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2022.3231699","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G2560214531","display_name":null,"funder_award_id":"41975041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3262540917","display_name":null,"funder_award_id":"2021QN1033","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3833096257","display_name":null,"funder_award_id":"42075147","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1553669260","https://openalex.org/W1558918611","https://openalex.org/W1907369419","https://openalex.org/W1910968450","https://openalex.org/W1948181528","https://openalex.org/W1971418648","https://openalex.org/W1981645869","https://openalex.org/W1983233877","https://openalex.org/W2002076718","https://openalex.org/W2006482850","https://openalex.org/W2018482968","https://openalex.org/W2027404493","https://openalex.org/W2048512417","https://openalex.org/W2060494894","https://openalex.org/W2086153848","https://openalex.org/W2097083345","https://openalex.org/W2099493323","https://openalex.org/W2100294020","https://openalex.org/W2102553184","https://openalex.org/W2103826392","https://openalex.org/W2117076265","https://openalex.org/W2118635555","https://openalex.org/W2119718830","https://openalex.org/W2121757798","https://openalex.org/W2122278929","https://openalex.org/W2132002340","https://openalex.org/W2132436820","https://openalex.org/W2134950071","https://openalex.org/W2139978183","https://openalex.org/W2147549098","https://openalex.org/W2163719527","https://openalex.org/W2514545569","https://openalex.org/W2582425754","https://openalex.org/W2588376164","https://openalex.org/W2731939598","https://openalex.org/W2765934104","https://openalex.org/W2791827521","https://openalex.org/W2801536587","https://openalex.org/W2804076223","https://openalex.org/W2892134989","https://openalex.org/W2920800653","https://openalex.org/W2932244267","https://openalex.org/W2937305241","https://openalex.org/W2942095960","https://openalex.org/W2977031294","https://openalex.org/W2981698314","https://openalex.org/W2999517895","https://openalex.org/W3007615925","https://openalex.org/W3026189912","https://openalex.org/W3028996877","https://openalex.org/W3042894028","https://openalex.org/W3092143259","https://openalex.org/W3108381248","https://openalex.org/W3178496573","https://openalex.org/W3180983654","https://openalex.org/W3195871490","https://openalex.org/W3197311631","https://openalex.org/W4394276936","https://openalex.org/W6633604892"],"related_works":["https://openalex.org/W4376482763","https://openalex.org/W591214907","https://openalex.org/W1978282608","https://openalex.org/W1519430870","https://openalex.org/W3194546900","https://openalex.org/W3128634643","https://openalex.org/W4229907525","https://openalex.org/W2090110732","https://openalex.org/W2593314489","https://openalex.org/W1983732882"],"abstract_inverted_index":{"Quantifying":[0],"the":[1,29,38,65,68,72,79,89,98,108,119,127,139,155],"concentration":[2],"of":[3,13,71,141,157],"absorbing":[4,20],"aerosol":[5,21,147],"is":[6,56,74,81,151,160,171],"essential":[7],"for":[8,58],"pollution":[9,181],"tracking":[10],"and":[11,27,51,78,144,177],"calculation":[12],"atmospheric":[14],"radiative":[15],"forcing.":[16],"To":[17],"quickly":[18],"obtain":[19],"optical":[22,148],"depth":[23,149],"(AAOD)":[24],"with":[25,64,86,110,121,130,165],"high-resolution":[26],"high-accuracy,":[28],"gradient":[30],"boosted":[31],"regression":[32],"trees":[33],"(GBRT)":[34],"method":[35],"based":[36],"on":[37],"joint":[39],"data":[40],"from":[41],"Ozone":[42],"Monitoring":[43,60],"Instrument":[44,61],"(OMI),":[45],"Moderate":[46],"Resolution":[47],"Imaging":[48],"Spectro-Radiometer":[49],"(MODIS),":[50],"AErosol":[52],"RObotic":[53],"NETwork":[54],"(AERONET)":[55],"used":[57],"TROPOspheric":[59],"(TROPOMI).":[62],"Compared":[63,85],"ground-based":[66,166],"data,":[67,88],"correlation":[69],"coefficient":[70],"results":[73,117],"greater":[75],"than":[76,118,153],"0.6":[77],"difference":[80,113,124],"generally":[82],"within":[83],"\u00b10.04.":[84],"OMI":[87],"underestimation":[90],"has":[91],"been":[92],"greatly":[93],"improved.":[94],"By":[95],"further":[96],"restricting":[97],"impact":[99],"factors,":[100],"three":[101],"valid":[102],"conclusions":[103],"can":[104,136],"be":[105],"drawn:":[106],"1)":[107],"model":[109,120],"more":[111,122],"spatial":[112],"information":[114],"achieves":[115],"better":[116],"temporal":[123],"information;":[125],"2)":[126],"training":[128],"dataset":[129],"a":[131],"high":[132],"cloud":[133],"fraction":[134],"(0.1\u20130.4)":[135],"partly":[137],"improve":[138],"performance":[140],"GBRT":[142],"results;":[143],"3)":[145],"when":[146],"(AOD)":[150],"less":[152],"0.3,":[154],"perform":[156],"retrieved":[158],"AAODs":[159],"still":[161],"good":[162],"by":[163],"comparing":[164],"measurements.":[167],"The":[168],"novel":[169],"finding":[170],"expected":[172],"to":[173,175],"contribute":[174],"regional":[176],"even":[178],"urban":[179],"anthropogenic":[180],"research.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}