{"id":"https://openalex.org/W3192695211","doi":"https://doi.org/10.3390/rs13163137","title":"Investigation on the Relationship between Satellite Air Quality Measurements and Industrial Production by Generalized Additive Modeling","display_name":"Investigation on the Relationship between Satellite Air Quality Measurements and Industrial Production by Generalized Additive Modeling","publication_year":2021,"publication_date":"2021-08-08","ids":{"openalex":"https://openalex.org/W3192695211","doi":"https://doi.org/10.3390/rs13163137","mag":"3192695211"},"language":"en","primary_location":{"id":"doi:10.3390/rs13163137","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163137","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3137/pdf?version=1628405063","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/2072-4292/13/16/3137/pdf?version=1628405063","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085001760","display_name":"Chao Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Tong","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei 230009, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016564701","display_name":"Chengxin Zhang","orcid":"https://orcid.org/0000-0003-2092-9135"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengxin Zhang","raw_affiliation_strings":["Department of Precision Machinery and Precision Instrumentation, University of Science and Technology of China, Hefei 230026, China"],"affiliations":[{"raw_affiliation_string":"Department of Precision Machinery and Precision Instrumentation, University of Science and Technology of China, Hefei 230026, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100384302","display_name":"Cheng Liu","orcid":"https://orcid.org/0000-0002-3759-9219"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Liu","raw_affiliation_strings":["Department of Precision Machinery and Precision Instrumentation, University of Science and Technology of China, Hefei 230026, China"],"affiliations":[{"raw_affiliation_string":"Department of Precision Machinery and Precision Instrumentation, University of Science and Technology of China, Hefei 230026, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085001760"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.7754,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9003996,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"13","issue":"16","first_page":"3137","last_page":"3137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9990000128746033,"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/T12916","display_name":"COVID-19 impact on air quality","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6105455160140991},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.5695251226425171},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.5345185399055481},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.5018692016601562},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.48789331316947937},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4456416964530945},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3908020853996277},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3712218999862671},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.3554796576499939},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25965291261672974},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18654298782348633},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.16949832439422607},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.08642172813415527}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6105455160140991},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.5695251226425171},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.5345185399055481},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.5018692016601562},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.48789331316947937},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4456416964530945},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3908020853996277},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3712218999862671},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3554796576499939},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25965291261672974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18654298782348633},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16949832439422607},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.08642172813415527},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13163137","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163137","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3137/pdf?version=1628405063","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:9bf9586f64da4ca4949d0d0342e40c52","is_oa":true,"landing_page_url":"https://doaj.org/article/9bf9586f64da4ca4949d0d0342e40c52","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 13, Iss 16, p 3137 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/16/3137/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13163137","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 13; Issue 16; Pages: 3137","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13163137","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13163137","pdf_url":"https://www.mdpi.com/2072-4292/13/16/3137/pdf?version=1628405063","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":[{"display_name":"Decent work and economic growth","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G2104653401","display_name":null,"funder_award_id":"2021M","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4504077044","display_name":null,"funder_award_id":"2021M693068","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G6699828440","display_name":null,"funder_award_id":"2020T","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7961850309","display_name":null,"funder_award_id":"2020TQ0320","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320326536","display_name":"Hefei University","ror":"https://ror.org/01f5rdf64"},{"id":"https://openalex.org/F4320328099","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70"},{"id":"https://openalex.org/F4320331771","display_name":"European Centre for Medium-Range Weather Forecasts","ror":"https://ror.org/014w0fd65"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3192695211.pdf","grobid_xml":"https://content.openalex.org/works/W3192695211.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1556631438","https://openalex.org/W2002878662","https://openalex.org/W2053668171","https://openalex.org/W2080280841","https://openalex.org/W2087972273","https://openalex.org/W2096720969","https://openalex.org/W2130262509","https://openalex.org/W2136263534","https://openalex.org/W2136276883","https://openalex.org/W2155829461","https://openalex.org/W2236311513","https://openalex.org/W2339372767","https://openalex.org/W2523343041","https://openalex.org/W2545100603","https://openalex.org/W2591798517","https://openalex.org/W2737721127","https://openalex.org/W2766613639","https://openalex.org/W2792653547","https://openalex.org/W2809285241","https://openalex.org/W2884210325","https://openalex.org/W2890071898","https://openalex.org/W2900379721","https://openalex.org/W2901552534","https://openalex.org/W2946944519","https://openalex.org/W2953907921","https://openalex.org/W2986418128","https://openalex.org/W2990027549","https://openalex.org/W3006199795","https://openalex.org/W3017341110","https://openalex.org/W3030155140","https://openalex.org/W3042289427","https://openalex.org/W3044192709","https://openalex.org/W3049482449","https://openalex.org/W3081524930","https://openalex.org/W3083485485","https://openalex.org/W3090344001","https://openalex.org/W3091319761","https://openalex.org/W3116019316","https://openalex.org/W3122661090","https://openalex.org/W3128327499","https://openalex.org/W6631606621","https://openalex.org/W6703710653","https://openalex.org/W6770075420"],"related_works":["https://openalex.org/W2509147714","https://openalex.org/W2579473328","https://openalex.org/W46955353","https://openalex.org/W4239898203","https://openalex.org/W2955295882","https://openalex.org/W2603666417","https://openalex.org/W2145869671","https://openalex.org/W2563217655","https://openalex.org/W2357816140","https://openalex.org/W3130640126"],"abstract_inverted_index":{"The":[0],"development":[1,61,233],"of":[2,137,164,185],"the":[3,31,34,74,112,135,140,150,161,171,182,192,212,237],"green":[4,24],"economy":[5],"is":[6,27],"universally":[7],"recognized":[8],"as":[9,116],"a":[10,23],"solution":[11],"to":[12,29,41,81,131],"natural":[13],"resource":[14],"shortages":[15],"and":[16,21,36,43,59,67,90,95,99,105,123,146,204,221,242],"environmental":[17,51,57],"pollution.":[18],"When":[19,181,202],"exploring":[20],"developing":[22],"economy,":[25],"it":[26],"important":[28],"study":[30],"relationships":[32,55,83],"between":[33,56,84,142],"environment":[35],"economic":[37,60,106,232],"development.":[38],"As":[39],"opposed":[40],"descriptive":[42],"qualitative":[44],"research":[45],"without":[46],"modeling":[47],"or":[48],"based":[49],"on":[50,173,194,214],"Kuznets":[52],"curves,":[53],"quantitative":[54],"protection":[58],"must":[62],"be":[63],"identified":[64],"for":[65,158],"exploration":[66],"practice.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72],"used":[73],"generalized":[75],"additive":[76],"model":[77],"(GAM)":[78],"regression":[79],"method":[80],"identify":[82],"atmospheric":[85,174,195,215],"pollutants":[86],"(e.g.,":[87],"NO2,":[88],"SO2":[89,196],"CO)":[91],"from":[92,129],"remote":[93],"sensing":[94],"in":[96,111,149,239],"situ":[97],"measurements":[98],"their":[100],"driving":[101],"effectors,":[102],"including":[103],"meteorology":[104],"indicators.":[107],"Three":[108],"representative":[109],"cities":[110,152,229],"Anhui":[113],"province,":[114],"such":[115],"Hefei":[117],"(technology-based":[118],"industry),":[119,126],"Tongling":[120],"(resource-based":[121],"industry)":[122],"Huangshan":[124],"(tourism-based":[125],"were":[127],"studied":[128],"2016":[130],"2020.":[132],"After":[133],"eliminating":[134],"influence":[136],"meteorological":[138],"factors,":[139],"relationship":[141],"air":[143,240],"quality":[144,241],"indexes":[145],"industrial":[147,245],"production":[148],"target":[151],"was":[153],"clearly":[154],"observed.":[155],"Taking":[156],"Hefei,":[157],"example,":[159],"when":[160],"normalized":[162,183],"output":[163,184],"chemical":[165,186,203],"products":[166],"increases":[167,177,188,198,218],"by":[168,178,189,199,209,219,236],"one":[169,190,210],"unit,":[170,191,211],"effect":[172,193,213],"NO2":[175],"content":[176,197,217],"about":[179,200],"20%.":[180],"product":[187,206],"10%.":[201],"steel":[205],"outputs":[207],"increase":[208],"CO":[216],"25%":[220],"20%,":[222],"respectively.":[223],"These":[224],"results":[225],"can":[226],"help":[227],"different":[228],"predict":[230],"local":[231,244],"trends":[234],"varying":[235],"changes":[238],"adjust":[243],"structure.":[246]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2021-08-16T00:00:00"}
