{"id":"https://openalex.org/W3000199745","doi":"https://doi.org/10.1109/access.2020.2963852","title":"Data-Driven Analysis of Traffic Volume and Hub City Evolution of Cities in the Guangdong-Hong Kong-Macao Greater Bay Area","display_name":"Data-Driven Analysis of Traffic Volume and Hub City Evolution of Cities in the Guangdong-Hong Kong-Macao Greater Bay Area","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3000199745","doi":"https://doi.org/10.1109/access.2020.2963852","mag":"3000199745"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2963852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2963852","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950046.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950046.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013608494","display_name":"Peiqun Lin","orcid":"https://orcid.org/0000-0002-1812-0620"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peiqun Lin","raw_affiliation_strings":["Department of Civil and Transportation Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1812-0620","affiliations":[{"raw_affiliation_string":"Department of Civil and Transportation Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048999877","display_name":"Yitao He","orcid":"https://orcid.org/0000-0001-8916-3313"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitao He","raw_affiliation_strings":["Department of Civil and Transportation Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8916-3313","affiliations":[{"raw_affiliation_string":"Department of Civil and Transportation Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000373348","display_name":"Mingyang Pei","orcid":"https://orcid.org/0000-0003-1598-5765"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Mingyang Pei","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of South Florida, Tampa, USA","Department of Civil and Transportation Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1598-5765","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of South Florida, Tampa, USA","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"Department of Civil and Transportation Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5013608494"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8623,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87261531,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"8","issue":null,"first_page":"12043","last_page":"12056"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.7246796488761902},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.601118266582489},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5911480188369751},{"id":"https://openalex.org/keywords/bay","display_name":"Bay","score":0.5790003538131714},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.5730079412460327},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.5080490112304688},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.4836519956588745},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.45467907190322876},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.4513305127620697},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.44804251194000244},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.4464070498943329},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4431534707546234},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.44153261184692383},{"id":"https://openalex.org/keywords/urban-agglomeration","display_name":"Urban agglomeration","score":0.4228406846523285},{"id":"https://openalex.org/keywords/traffic-volume","display_name":"Traffic volume","score":0.4100000858306885},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.31840506196022034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.25536489486694336},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.2531990110874176},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19490790367126465}],"concepts":[{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.7246796488761902},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.601118266582489},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5911480188369751},{"id":"https://openalex.org/C115880899","wikidata":"https://www.wikidata.org/wiki/Q1124247","display_name":"Bay","level":2,"score":0.5790003538131714},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5730079412460327},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.5080490112304688},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4836519956588745},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.45467907190322876},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.4513305127620697},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.44804251194000244},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.4464070498943329},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4431534707546234},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.44153261184692383},{"id":"https://openalex.org/C154611951","wikidata":"https://www.wikidata.org/wiki/Q393233","display_name":"Urban agglomeration","level":2,"score":0.4228406846523285},{"id":"https://openalex.org/C168443057","wikidata":"https://www.wikidata.org/wiki/Q7001223","display_name":"Traffic volume","level":2,"score":0.4100000858306885},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.31840506196022034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25536489486694336},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.2531990110874176},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19490790367126465},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2963852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2963852","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950046.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bcbe6a8864e545d890a8d430d050fdb6","is_oa":true,"landing_page_url":"https://doaj.org/article/bcbe6a8864e545d890a8d430d050fdb6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 12043-12056 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2963852","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2963852","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950046.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6299999952316284,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G3149942711","display_name":null,"funder_award_id":"201807010008","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G4000396006","display_name":null,"funder_award_id":"2016A040403045","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G6085857690","display_name":null,"funder_award_id":"2017B030307001","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G7004753947","display_name":null,"funder_award_id":"201803030045","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G8796799315","display_name":null,"funder_award_id":"Grant U1811463","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/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3000199745.pdf","grobid_xml":"https://content.openalex.org/works/W3000199745.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1511751298","https://openalex.org/W1671906456","https://openalex.org/W1969100332","https://openalex.org/W1969912511","https://openalex.org/W1971487896","https://openalex.org/W1974536390","https://openalex.org/W1974890331","https://openalex.org/W1979329469","https://openalex.org/W1987399659","https://openalex.org/W1996509894","https://openalex.org/W2006511864","https://openalex.org/W2006723709","https://openalex.org/W2007334838","https://openalex.org/W2009124915","https://openalex.org/W2014931900","https://openalex.org/W2018910402","https://openalex.org/W2025128171","https://openalex.org/W2031977351","https://openalex.org/W2036708631","https://openalex.org/W2036992688","https://openalex.org/W2073451371","https://openalex.org/W2081334386","https://openalex.org/W2090856837","https://openalex.org/W2108908897","https://openalex.org/W2109691503","https://openalex.org/W2116899356","https://openalex.org/W2137483962","https://openalex.org/W2148989015","https://openalex.org/W2149995246","https://openalex.org/W2242928973","https://openalex.org/W2313613832","https://openalex.org/W2317230414","https://openalex.org/W2328977446","https://openalex.org/W2469906469","https://openalex.org/W2497237488","https://openalex.org/W2736626717","https://openalex.org/W2738509236","https://openalex.org/W2789452461","https://openalex.org/W2794078751","https://openalex.org/W2794181575","https://openalex.org/W2794204271","https://openalex.org/W2801959545","https://openalex.org/W2805960659","https://openalex.org/W2884053024","https://openalex.org/W2889294691","https://openalex.org/W2889516516","https://openalex.org/W2899928562","https://openalex.org/W2900405858","https://openalex.org/W2919734024","https://openalex.org/W2922036939","https://openalex.org/W2932940028","https://openalex.org/W2942251310","https://openalex.org/W2944285430","https://openalex.org/W2945011280","https://openalex.org/W2945351174","https://openalex.org/W2947984433","https://openalex.org/W2949580586","https://openalex.org/W2965961540","https://openalex.org/W3101978253","https://openalex.org/W6637463016","https://openalex.org/W6652107691","https://openalex.org/W6656586024"],"related_works":["https://openalex.org/W757926711","https://openalex.org/W3141771572","https://openalex.org/W2143853213","https://openalex.org/W1509410003","https://openalex.org/W2791931166","https://openalex.org/W2376376438","https://openalex.org/W2048598777","https://openalex.org/W2112329016","https://openalex.org/W2317459805","https://openalex.org/W2725565520"],"abstract_inverted_index":{"The":[0,31,100,131],"longest":[1],"cross-sea":[2],"bridge":[3],"worldwide,":[4],"i.e.,":[5],"the":[6,36,39,53,63,75,91,112,115,120,125,139,152],"Hong":[7],"Kong-Zhuhai-Macao":[8],"Bridge":[9],"(HZMB),":[10],"opened":[11],"in":[12,44,52,97,124,134],"October":[13],"2018,":[14],"integrating":[15],"nine":[16],"cities":[17],"and":[18,46,80,82,87,95,110,117,144],"two":[19],"special":[20],"administrative":[21],"regions":[22,37],"of":[23,35,62,114],"China's":[24],"Guangdong-Hong":[25],"Kong-Macao":[26],"Greater":[27],"Bay":[28],"Area":[29],"(GBA).":[30],"GBA":[32,126],"is":[33,107],"one":[34],"with":[38],"most":[40],"active":[41],"economic":[42],"vitality":[43],"China":[45],"has":[47],"an":[48],"important":[49],"strategic":[50],"position":[51],"overall":[54],"national":[55],"development.":[56],"Using":[57],"full-sample":[58],"freeway":[59],"toll":[60],"data":[61,101],"GBA,":[64],"this":[65,98,135],"paper":[66,136],"proposed":[67],"a":[68],"new":[69],"structured":[70],"evaluation":[71,142],"methodology":[72],"that":[73],"combines":[74],"node":[76],"degree,":[77],"traffic":[78,140],"volume,":[79],"topological":[81],"flow":[83],"field-theory":[84],"(e.g.,":[85],"agglomeration":[86],"distribution)":[88],"to":[89,105,151],"explore":[90],"hub":[92,141],"city":[93],"ranking":[94],"evolution":[96],"area.":[99],"period":[102],"we":[103,118],"selected":[104],"analyze":[106],"immediately":[108],"before":[109],"after":[111],"opening":[113],"HZMB,":[116],"assess":[119],"counties'":[121],"centrality":[122],"changes":[123],"by":[127],"analyzing":[128],"these":[129],"data.":[130],"findings":[132],"reported":[133],"can":[137],"reflect":[138],"process":[143],"provide":[145],"more":[146],"macroscopic":[147],"intercity":[148],"transportation":[149],"views":[150],"government.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-05-12T08:28:47.272897","created_date":"2025-10-10T00:00:00"}
