{"id":"https://openalex.org/W4392845307","doi":"https://doi.org/10.3233/jifs-236451","title":"A combined framework for carbon emissions prediction integrating online search attention","display_name":"A combined framework for carbon emissions prediction integrating online search attention","publication_year":2024,"publication_date":"2024-03-15","ids":{"openalex":"https://openalex.org/W4392845307","doi":"https://doi.org/10.3233/jifs-236451"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-236451","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-236451","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5057841204","display_name":"Dabin Zhang","orcid":"https://orcid.org/0000-0001-9803-9795"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dabin Zhang","raw_affiliation_strings":["College of Mathematics and Information, South China Agricultural University, Guangzhou, China","Institute of Rural Revitalization Research, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Information, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"Institute of Rural Revitalization Research, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066920231","display_name":"Zehui Yu","orcid":"https://orcid.org/0000-0002-5328-6474"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zehui Yu","raw_affiliation_strings":["College of Mathematics and Information, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Information, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027515739","display_name":"Liwen Ling","orcid":"https://orcid.org/0000-0002-4121-3905"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liwen Ling","raw_affiliation_strings":["College of Mathematics and Information, South China Agricultural University, Guangzhou, China","Institute of Rural Revitalization Research, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Information, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"Institute of Rural Revitalization Research, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028392977","display_name":"Huanling Hu","orcid":"https://orcid.org/0000-0002-2507-7237"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanling Hu","raw_affiliation_strings":["College of Mathematics and Information, South China Agricultural University, Guangzhou, China","Institute of Rural Revitalization Research, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Information, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]},{"raw_affiliation_string":"Institute of Rural Revitalization Research, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060028099","display_name":"Ruibin Lin","orcid":"https://orcid.org/0000-0001-5618-5444"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruibin Lin","raw_affiliation_strings":["College of Mathematics and Information, South China Agricultural University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Mathematics and Information, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066920231"],"corresponding_institution_ids":["https://openalex.org/I101479585"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05037871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"46","issue":"4","first_page":"11153","last_page":"11168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9797999858856201,"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9797999858856201,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9668999910354614,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9276999831199646,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/greenhouse-gas","display_name":"Greenhouse gas","score":0.5998647212982178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5441542267799377},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4004553556442261},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.054083794355392456}],"concepts":[{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.5998647212982178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5441542267799377},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4004553556442261},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.054083794355392456},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-236451","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-236451","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2043991238","https://openalex.org/W2782225523","https://openalex.org/W2981757187","https://openalex.org/W3119231600","https://openalex.org/W3154099209","https://openalex.org/W3164891610","https://openalex.org/W3197535203","https://openalex.org/W3199721246","https://openalex.org/W4200568251","https://openalex.org/W4210659297","https://openalex.org/W4225253992","https://openalex.org/W4280577942","https://openalex.org/W4283737074","https://openalex.org/W4284970349","https://openalex.org/W4292671038","https://openalex.org/W4306729995","https://openalex.org/W4309326954","https://openalex.org/W4309938188","https://openalex.org/W4320919696","https://openalex.org/W4322746000","https://openalex.org/W4327719905","https://openalex.org/W4375851048","https://openalex.org/W4379141633","https://openalex.org/W6838413598","https://openalex.org/W6838623179","https://openalex.org/W6853108773"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2474431918","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2078072966","https://openalex.org/W2898107337","https://openalex.org/W2382290278","https://openalex.org/W4383503214"],"abstract_inverted_index":{"As":[0],"CO2":[1],"emissions":[2,30,35,46,91,101],"continue":[3],"to":[4,18,50,69,110,145,173],"rise,":[5],"the":[6,26,42,77,94,104,112,125,147,150,182],"problem":[7],"of":[8,28,44,79,96,127,130,149],"global":[9],"warming":[10],"is":[11,16,47,102,108,167],"becoming":[12],"increasingly":[13],"serious.":[14],"It":[15],"important":[17],"provide":[19],"a":[20,59,136],"robust":[21],"management":[22],"decision-making":[23],"basis":[24],"for":[25],"reductions":[27],"carbon":[29,34,45,74,90,100],"worldwide":[31],"by":[32,39,169],"predicting":[33],"accurately.":[36],"However,":[37],"affected":[38],"various":[40],"factors,":[41],"prediction":[43,175],"challenging":[48],"due":[49],"its":[51],"nonlinear":[52],"and":[53,83,171,191],"nonstationary":[54],"characteristics.":[55],"Thus,":[56],"we":[57,134],"propose":[58,135],"combination":[60],"forecast":[61],"model,":[62],"named":[63],"CEEMDAN-GWO-SVR,":[64],"which":[65],"incorporates":[66],"multiple":[67,159],"features":[68,118,148],"predict":[70],"trends":[71],"in":[72,89,158,188],"China\u2019s":[73],"emissions.":[75],"First,":[76],"impact":[78,95],"online":[80,131],"search":[81,132],"attention":[82],"public":[84],"health":[85],"emergencies":[86],"are":[87,119,156],"considered":[88],"prediction.":[92,193],"Since":[93],"different":[97],"variables":[98],"on":[99,141],"lagged,":[103],"grey":[105],"relational":[106],"degree":[107],"used":[109],"identify":[111],"appropriate":[113],"lag":[114],"series.":[115],"Second,":[116],"irrelevant":[117],"eliminated":[120],"through":[121],"RFECV.":[122],"To":[123],"address":[124],"issue":[126],"feature":[128],"redundancy":[129],"attention,":[133],"dimensionality":[137],"reduction":[138],"method":[139],"based":[140],"keyword":[142],"classification.":[143],"Finally,":[144],"evaluate":[146],"proposed":[151,183],"framework,":[152],"four":[153],"evaluation":[154],"indicators":[155],"tested":[157],"machine":[160],"learning":[161],"models.":[162],"The":[163,177],"best-performed":[164],"model":[165],"(SVR)":[166],"optimized":[168],"CEEMDAN":[170],"GWO":[172],"enhance":[174],"accuracy.":[176],"empirical":[178],"results":[179],"indicate":[180],"that":[181],"framework":[184],"maintains":[185],"good":[186],"performance":[187],"both":[189],"multi-scenario":[190],"multi-step":[192]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
