{"id":"https://openalex.org/W2802554908","doi":"https://doi.org/10.3390/ijgi7050176","title":"Modeling Urban Collaborative Growth Dynamics Using a Multiscale Simulation Model for the Wuhan Urban Agglomeration Area, China","display_name":"Modeling Urban Collaborative Growth Dynamics Using a Multiscale Simulation Model for the Wuhan Urban Agglomeration Area, China","publication_year":2018,"publication_date":"2018-05-08","ids":{"openalex":"https://openalex.org/W2802554908","doi":"https://doi.org/10.3390/ijgi7050176","mag":"2802554908"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi7050176","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7050176","pdf_url":"https://www.mdpi.com/2220-9964/7/5/176/pdf?version=1525770662","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/7/5/176/pdf?version=1525770662","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100607842","display_name":"Yan Yu","orcid":"https://orcid.org/0000-0002-6089-0784"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Yu","raw_affiliation_strings":["School of Resource and Environment Engineering, Wuhan University of Technology, 122 Luoshi Road, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environment Engineering, Wuhan University of Technology, 122 Luoshi Road, Wuhan 430070, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014610561","display_name":"Jianhua He","orcid":"https://orcid.org/0000-0002-5738-8507"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhua He","raw_affiliation_strings":["Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, 129 Luoyu Road, Wuhan 430079, China","School of Resources and Environment Science, Wuhan University, 129 Luoyu Road, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, 129 Luoyu Road, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Resources and Environment Science, Wuhan University, 129 Luoyu Road, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060609967","display_name":"Wenwu Tang","orcid":"https://orcid.org/0000-0001-7870-177X"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenwu Tang","raw_affiliation_strings":["Center for Applied Geographic Information Science, Department of Geography and Earth Sciences, University of North Carolina at Charlotte, 9201 University City Blvd., Charlotte, NC 28223, USA"],"affiliations":[{"raw_affiliation_string":"Center for Applied Geographic Information Science, Department of Geography and Earth Sciences, University of North Carolina at Charlotte, 9201 University City Blvd., Charlotte, NC 28223, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373917","display_name":"Chun Li","orcid":"https://orcid.org/0000-0002-9370-1775"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chun Li","raw_affiliation_strings":["School of Resources and Environment Science, Wuhan University, 129 Luoyu Road, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Environment Science, Wuhan University, 129 Luoyu Road, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014610561"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.7541,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.83578081,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":"5","first_page":"176","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9998000264167786,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9998000264167786,"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/T12325","display_name":"Urban Design and Spatial Analysis","score":0.9739000201225281,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9643999934196472,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/urban-agglomeration","display_name":"Urban agglomeration","score":0.8204524517059326},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.7080523371696472},{"id":"https://openalex.org/keywords/urban-sprawl","display_name":"Urban sprawl","score":0.7066291570663452},{"id":"https://openalex.org/keywords/urbanization","display_name":"Urbanization","score":0.6796437501907349},{"id":"https://openalex.org/keywords/urban-hierarchy","display_name":"Urban hierarchy","score":0.5442739129066467},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5439983606338501},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.5223516225814819},{"id":"https://openalex.org/keywords/economies-of-agglomeration","display_name":"Economies of agglomeration","score":0.5154975056648254},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5015785694122314},{"id":"https://openalex.org/keywords/urban-area","display_name":"Urban area","score":0.41039833426475525},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4028327465057373},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.3911803960800171},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3487495183944702},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.2532384991645813},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.24811285734176636},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.2292223572731018},{"id":"https://openalex.org/keywords/economy","display_name":"Economy","score":0.18995943665504456},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.16699233651161194},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.157260924577713}],"concepts":[{"id":"https://openalex.org/C154611951","wikidata":"https://www.wikidata.org/wiki/Q393233","display_name":"Urban agglomeration","level":2,"score":0.8204524517059326},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.7080523371696472},{"id":"https://openalex.org/C487182","wikidata":"https://www.wikidata.org/wiki/Q192042","display_name":"Urban sprawl","level":3,"score":0.7066291570663452},{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.6796437501907349},{"id":"https://openalex.org/C2780207250","wikidata":"https://www.wikidata.org/wiki/Q7900124","display_name":"Urban hierarchy","level":3,"score":0.5442739129066467},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5439983606338501},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5223516225814819},{"id":"https://openalex.org/C131850264","wikidata":"https://www.wikidata.org/wiki/Q383056","display_name":"Economies of agglomeration","level":2,"score":0.5154975056648254},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5015785694122314},{"id":"https://openalex.org/C2778368647","wikidata":"https://www.wikidata.org/wiki/Q702492","display_name":"Urban area","level":2,"score":0.41039833426475525},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4028327465057373},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.3911803960800171},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3487495183944702},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.2532384991645813},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.24811285734176636},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.2292223572731018},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.18995943665504456},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16699233651161194},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.157260924577713},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi7050176","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7050176","pdf_url":"https://www.mdpi.com/2220-9964/7/5/176/pdf?version=1525770662","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:002794a46c9a45e6ad2228c231ee9f9a","is_oa":true,"landing_page_url":"https://doaj.org/article/002794a46c9a45e6ad2228c231ee9f9a","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":"ISPRS International Journal of Geo-Information, Vol 7, Iss 5, p 176 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/7/5/176/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi7050176","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":"ISPRS International Journal of Geo-Information; Volume 7; Issue 5; Pages: 176","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi7050176","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7050176","pdf_url":"https://www.mdpi.com/2220-9964/7/5/176/pdf?version=1525770662","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6765891724","display_name":null,"funder_award_id":"41571514","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8901507497","display_name":null,"funder_award_id":"41471339","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2802554908.pdf","grobid_xml":"https://content.openalex.org/works/W2802554908.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1969466612","https://openalex.org/W1992377083","https://openalex.org/W1993145333","https://openalex.org/W1995318185","https://openalex.org/W1996083716","https://openalex.org/W1998564199","https://openalex.org/W2003651558","https://openalex.org/W2004805686","https://openalex.org/W2006939358","https://openalex.org/W2007774080","https://openalex.org/W2014940783","https://openalex.org/W2025599195","https://openalex.org/W2025924400","https://openalex.org/W2032568597","https://openalex.org/W2033176844","https://openalex.org/W2046676173","https://openalex.org/W2056266310","https://openalex.org/W2080513041","https://openalex.org/W2081387447","https://openalex.org/W2087741398","https://openalex.org/W2093193245","https://openalex.org/W2107708994","https://openalex.org/W2110538012","https://openalex.org/W2111439862","https://openalex.org/W2127842547","https://openalex.org/W2135617432","https://openalex.org/W2153600091","https://openalex.org/W2165780759","https://openalex.org/W2168887716","https://openalex.org/W2169928132","https://openalex.org/W2587190722","https://openalex.org/W2612169332","https://openalex.org/W2613360234","https://openalex.org/W2754895706","https://openalex.org/W2798949579"],"related_works":["https://openalex.org/W4237775769","https://openalex.org/W2144964277","https://openalex.org/W1543740831","https://openalex.org/W3121814363","https://openalex.org/W3004968771","https://openalex.org/W2266601619","https://openalex.org/W3105504075","https://openalex.org/W4322490939","https://openalex.org/W2376157001","https://openalex.org/W2349182913"],"abstract_inverted_index":{"Urban":[0],"agglomeration":[1,59,66,101,164],"has":[2,53,155,200],"become":[3],"the":[4,23,58,63,70,75,91,112,129,147,161,173,180,191,205,210],"predominant":[5,174],"form":[6],"of":[7,26,62,79,114,176,182],"urbanization":[8],"in":[9,21,160],"China.":[10],"In":[11,46],"this":[12,47],"process,":[13],"spatial":[14,72,178,195],"interaction":[15,73,113,120,196],"evidently":[16],"played":[17],"a":[18,49,124],"significant":[19],"role":[20],"promoting":[22],"collaborative":[24,206],"development":[25,60,207],"these":[27,198],"correlated":[28],"cities.":[29],"The":[30,149,194],"traditional":[31],"urban":[32,43,65,95,100,158,163,177,212],"model\u2019s":[33],"focus":[34],"on":[35],"individual":[36],"cities":[37,199],"should":[38],"be":[39],"transformed":[40],"to":[41,56,89,110,143,168,185],"an":[42,98],"system":[44,78,84,213],"model.":[45,148],"study,":[48],"multi-scale":[50,71],"simulation":[51,150],"model":[52,86],"been":[54,156,201],"proposed":[55],"simulate":[57],"process":[61],"Wuhan":[64,162],"area":[67,102,165],"by":[68],"embedding":[69],"into":[74],"transition":[76],"rule":[77],"cellular":[80],"automata":[81],"(CA).":[82],"A":[83,104],"dynamic":[85],"was":[87,108,121,172],"used":[88,142],"predict":[90],"demand":[92],"for":[93],"new":[94],"land":[96,130],"at":[97,116,128],"aggregated":[99],"scale.":[103,118,132],"data":[105,135],"field":[106],"approach":[107],"adopted":[109],"measuring":[111],"intercity":[115],"city":[117],"Neighborhood":[119],"interpreted":[122],"with":[123],"logistic":[125],"regression":[126],"method":[127],"parcel":[131],"Land":[133],"use":[134],"from":[136,166],"1995,":[137],"2005,":[138],"and":[139,145,208],"2015":[140],"were":[141],"calibrate":[144],"evaluate":[146],"results":[151],"show":[152],"that":[153],"there":[154],"continuing":[157],"growth":[159,184,187],"1995":[167],"2020.":[169],"Although":[170],"extension-sprawl":[171],"pattern":[175],"expansion,":[179],"trend":[181],"extensive":[183],"intensive":[186],"is":[188],"clear":[189],"during":[190],"entire":[192],"period.":[193],"among":[197],"reinforced,":[202],"which":[203],"guided":[204],"formed":[209],"regional":[211],"network.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2018-05-17T00:00:00"}