{"id":"https://openalex.org/W4382467349","doi":"https://doi.org/10.1016/j.jenvman.2023.118422","title":"A novel integrated optimization model for carbon emission prediction: A case study on the group of 20","display_name":"A novel integrated optimization model for carbon emission prediction: A case study on the group of 20","publication_year":2023,"publication_date":"2023-06-27","ids":{"openalex":"https://openalex.org/W4382467349","doi":"https://doi.org/10.1016/j.jenvman.2023.118422","pmid":"https://pubmed.ncbi.nlm.nih.gov/37384985"},"language":"en","primary_location":{"id":"doi:10.1016/j.jenvman.2023.118422","doi":"https://doi.org/10.1016/j.jenvman.2023.118422","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jenvman.2023.118422","pdf_url":null,"source":{"id":"https://openalex.org/S44455300","display_name":"Journal of Environmental Management","issn_l":"0301-4797","issn":["0301-4797","1095-8630"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","fnege-2","jufo-2","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Environmental Management","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"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/A5100726467","display_name":"Yidong Zhang","orcid":"https://orcid.org/0000-0003-3214-4511","observed_orcids":["https://orcid.org/0000-0003-3214-4511"]},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yidong Zhang","raw_affiliation_strings":["School of Aviation and Mechanical Engineering, Changzhou Institute of Technology, Changzhou, Jiangsu, 213032, China","School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aviation and Mechanical Engineering, Changzhou Institute of Technology, Changzhou, Jiangsu, 213032, China","institution_ids":["https://openalex.org/I4210108723"]},{"raw_affiliation_string":"School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112027135","display_name":"Xiong Li","orcid":"https://orcid.org/0000-0002-2446-5852","observed_orcids":["https://orcid.org/0000-0002-2446-5852"]},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiong Li","raw_affiliation_strings":["School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510006, China. Electronic address: lixiong6@mail.sysu.edu.cn","School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510006, China. Electronic address: lixiong6@mail.sysu.edu.cn","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080114640","display_name":"Yiwei Zhang","orcid":"https://orcid.org/0000-0003-2050-572X","observed_orcids":["https://orcid.org/0000-0003-2050-572X"]},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Zhang","raw_affiliation_strings":["School of Aviation and Mechanical Engineering, Changzhou Institute of Technology, Changzhou, Jiangsu, 213032, China","School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Aviation and Mechanical Engineering, Changzhou Institute of Technology, Changzhou, Jiangsu, 213032, China","institution_ids":["https://openalex.org/I4210108723"]},{"raw_affiliation_string":"School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, Guangdong, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5112027135"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":{"value":3700,"currency":"USD","value_usd":3700},"apc_paid":null,"fwci":10.7659,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.98269625,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"344","issue":null,"first_page":"118422","last_page":"118422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.5814999938011169,"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":0.5814999938011169,"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/T12368","display_name":"Grey System Theory Applications","score":0.4047999978065491,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/carbon-emissions-forecasting","display_name":"carbon emission prediction","score":0.9940000176429749},{"id":"https://openalex.org/keywords/environmental-kuznets-curve","display_name":"environmental Kuznets curve","score":0.8799999952316284},{"id":"https://openalex.org/keywords/support-vector-regression","display_name":"support vector regression","score":0.9929999709129333},{"id":"https://openalex.org/keywords/sparrow-search-algorithm","display_name":"sparrow search algorithm","score":0.9869999885559082},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.7429999709129333},{"id":"https://openalex.org/keywords/influencing-factors-of-carbon-emissions","display_name":"influencing factors of carbon emissions","score":0.7889999747276306},{"id":"https://openalex.org/keywords/g20","display_name":"G20","score":0.6949999928474426},{"id":"https://openalex.org/keywords/carbon-reduction-policy","display_name":"carbon emission reduction policy","score":0.7670000195503235},{"id":"https://openalex.org/keywords/time-series-forecasting","display_name":"time series forecasting","score":0.6600000262260437}],"concepts":[{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.7475177049636841},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6467609405517578},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5831451416015625},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.5011038780212402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4167039394378662},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36391177773475647},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35115787386894226},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.34838008880615234},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32245808839797974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2491127848625183},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.149301677942276},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002244","descriptor_name":"Carbon","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D002245","descriptor_name":"Carbon Dioxide","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017752","descriptor_name":"Greenhouse Effect","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057217","descriptor_name":"Economic Development","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057766","descriptor_name":"Policy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jenvman.2023.118422","doi":"https://doi.org/10.1016/j.jenvman.2023.118422","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jenvman.2023.118422","pdf_url":null,"source":{"id":"https://openalex.org/S44455300","display_name":"Journal of Environmental Management","issn_l":"0301-4797","issn":["0301-4797","1095-8630"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","fnege-2","jufo-2","ki-jl-1","medline","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Environmental Management","raw_type":"journal-article"},{"id":"pmid:37384985","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37384985","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of environmental management","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":1.0}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4266364427","display_name":null,"funder_award_id":"61473311","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":84,"referenced_works":["https://openalex.org/W590350081","https://openalex.org/W1593355387","https://openalex.org/W1887391414","https://openalex.org/W1971429941","https://openalex.org/W1983514188","https://openalex.org/W1992665910","https://openalex.org/W2054736113","https://openalex.org/W2064469609","https://openalex.org/W2066514763","https://openalex.org/W2072964811","https://openalex.org/W2115768128","https://openalex.org/W2123627601","https://openalex.org/W2190698000","https://openalex.org/W2258419163","https://openalex.org/W2287244756","https://openalex.org/W2460664401","https://openalex.org/W2593197234","https://openalex.org/W2734199432","https://openalex.org/W2769736425","https://openalex.org/W2793855328","https://openalex.org/W2875846317","https://openalex.org/W2883446938","https://openalex.org/W2884719476","https://openalex.org/W2885046688","https://openalex.org/W2885778707","https://openalex.org/W2892355298","https://openalex.org/W2901738309","https://openalex.org/W2911892655","https://openalex.org/W2941196717","https://openalex.org/W2941382837","https://openalex.org/W2944554649","https://openalex.org/W2946436969","https://openalex.org/W2963853335","https://openalex.org/W2970574092","https://openalex.org/W2975446977","https://openalex.org/W2982127124","https://openalex.org/W2986576289","https://openalex.org/W2998553334","https://openalex.org/W3008915080","https://openalex.org/W3009904776","https://openalex.org/W3016453396","https://openalex.org/W3042341815","https://openalex.org/W3072980033","https://openalex.org/W3086081659","https://openalex.org/W3092568511","https://openalex.org/W3102461524","https://openalex.org/W3112016839","https://openalex.org/W3125930467","https://openalex.org/W3140747606","https://openalex.org/W3145459091","https://openalex.org/W3159031898","https://openalex.org/W3179991212","https://openalex.org/W3184737442","https://openalex.org/W3186691552","https://openalex.org/W3199721246","https://openalex.org/W3204789927","https://openalex.org/W3204802647","https://openalex.org/W3205227054","https://openalex.org/W4205245734","https://openalex.org/W4206086262","https://openalex.org/W4210534187","https://openalex.org/W4220756093","https://openalex.org/W4220977719","https://openalex.org/W4221056556","https://openalex.org/W4225726216","https://openalex.org/W4280499255","https://openalex.org/W4281635236","https://openalex.org/W4281686759","https://openalex.org/W4283510996","https://openalex.org/W4283519750","https://openalex.org/W4283703840","https://openalex.org/W4284882159","https://openalex.org/W4284897739","https://openalex.org/W4286615146","https://openalex.org/W4291582939","https://openalex.org/W4293203208","https://openalex.org/W4293375742","https://openalex.org/W4293660571","https://openalex.org/W4295135050","https://openalex.org/W4296360590","https://openalex.org/W4308035849","https://openalex.org/W4312221493","https://openalex.org/W4318833593","https://openalex.org/W6839288044"],"related_works":["https://openalex.org/W3034828872","https://openalex.org/W4392002316","https://openalex.org/W4415934792","https://openalex.org/W4408554220","https://openalex.org/W4411976182","https://openalex.org/W4392845307","https://openalex.org/W4309772412","https://openalex.org/W4223936924","https://openalex.org/W4390411072","https://openalex.org/W4405190981"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":6}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2023-06-29T00:00:00"}