{"id":"https://openalex.org/W2740555258","doi":"https://doi.org/10.1080/13658816.2017.1360494","title":"Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata","display_name":"Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2740555258","doi":"https://doi.org/10.1080/13658816.2017.1360494","mag":"2740555258"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2017.1360494","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2017.1360494","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","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/A5027930243","display_name":"Yao Yao","orcid":"https://orcid.org/0000-0002-2830-0377"},"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":false,"raw_author_name":"Yao Yao","raw_affiliation_strings":["School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120746624","display_name":"Xiaoping Liu","orcid":"https://orcid.org/0009-0007-1270-6595"},"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":"Xiaoping Liu","raw_affiliation_strings":["School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445622","display_name":"Xia Li","orcid":"https://orcid.org/0000-0003-3050-8529"},"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":"Xia Li","raw_affiliation_strings":["School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002572191","display_name":"Penghua Liu","orcid":"https://orcid.org/0000-0002-8574-891X"},"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":false,"raw_author_name":"Penghua Liu","raw_affiliation_strings":["School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Guangdong Key Laboratory for Urbanization and Geo-simulation, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073847508","display_name":"Ye Hong","orcid":"https://orcid.org/0000-0002-8996-3748"},"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":false,"raw_author_name":"Ye Hong","raw_affiliation_strings":["School of Geography and Planning, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Planning, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101641066","display_name":"Yatao Zhang","orcid":"https://orcid.org/0000-0001-5701-2836"},"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"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yatao Zhang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103023065","display_name":"Ke Mai","orcid":"https://orcid.org/0000-0002-3532-9872"},"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"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Mai","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100445622","https://openalex.org/A5120746624"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":4.6186,"has_fulltext":false,"cited_by_count":119,"citation_normalized_percentile":{"value":0.95088577,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"31","issue":"12","first_page":"2452","last_page":"2479"},"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":0.972599983215332,"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":0.9398999810218811,"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/cellular-automaton","display_name":"Cellular automaton","score":0.8879481554031372},{"id":"https://openalex.org/keywords/subdivision","display_name":"Subdivision","score":0.8481941223144531},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.6206371188163757},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6053081750869751},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.5853745341300964},{"id":"https://openalex.org/keywords/land-use-land-use-change-and-forestry","display_name":"Land use, land-use change and forestry","score":0.5729486346244812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5581310987472534},{"id":"https://openalex.org/keywords/urban-expansion","display_name":"Urban expansion","score":0.42882218956947327},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2892056107521057},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.24586647748947144},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.23970738053321838},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16638603806495667},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08407658338546753}],"concepts":[{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.8879481554031372},{"id":"https://openalex.org/C143392562","wikidata":"https://www.wikidata.org/wiki/Q449111","display_name":"Subdivision","level":2,"score":0.8481941223144531},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.6206371188163757},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6053081750869751},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.5853745341300964},{"id":"https://openalex.org/C122690726","wikidata":"https://www.wikidata.org/wiki/Q3348639","display_name":"Land use, land-use change and forestry","level":3,"score":0.5729486346244812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5581310987472534},{"id":"https://openalex.org/C2984674859","wikidata":"https://www.wikidata.org/wiki/Q192042","display_name":"Urban expansion","level":3,"score":0.42882218956947327},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2892056107521057},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.24586647748947144},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.23970738053321838},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16638603806495667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08407658338546753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658816.2017.1360494","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2017.1360494","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1698162802","display_name":null,"funder_award_id":"2015M580753","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4712505786","display_name":null,"funder_award_id":"41671398","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6390032288","display_name":null,"funder_award_id":"41601420","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7464793345","display_name":null,"funder_award_id":"41531176","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W418060874","https://openalex.org/W947602937","https://openalex.org/W1162363104","https://openalex.org/W1507255258","https://openalex.org/W1527007598","https://openalex.org/W1563656983","https://openalex.org/W1578977146","https://openalex.org/W1583002010","https://openalex.org/W1785314841","https://openalex.org/W1964731352","https://openalex.org/W1972550913","https://openalex.org/W1976843110","https://openalex.org/W1986496156","https://openalex.org/W1991247360","https://openalex.org/W1994005321","https://openalex.org/W1994629246","https://openalex.org/W1998131966","https://openalex.org/W1998564199","https://openalex.org/W2001374136","https://openalex.org/W2001605753","https://openalex.org/W2003020261","https://openalex.org/W2006021982","https://openalex.org/W2006296944","https://openalex.org/W2009958490","https://openalex.org/W2010524426","https://openalex.org/W2010864768","https://openalex.org/W2016577007","https://openalex.org/W2019543400","https://openalex.org/W2023007377","https://openalex.org/W2025153444","https://openalex.org/W2025406778","https://openalex.org/W2027676542","https://openalex.org/W2033113024","https://openalex.org/W2033176844","https://openalex.org/W2038789324","https://openalex.org/W2042516291","https://openalex.org/W2052615516","https://openalex.org/W2053425188","https://openalex.org/W2055139423","https://openalex.org/W2055560755","https://openalex.org/W2057204588","https://openalex.org/W2057864962","https://openalex.org/W2058963764","https://openalex.org/W2064940547","https://openalex.org/W2065897841","https://openalex.org/W2071484401","https://openalex.org/W2078820497","https://openalex.org/W2078933007","https://openalex.org/W2081200352","https://openalex.org/W2083710127","https://openalex.org/W2086950433","https://openalex.org/W2087432101","https://openalex.org/W2088226122","https://openalex.org/W2092005681","https://openalex.org/W2095160972","https://openalex.org/W2104074810","https://openalex.org/W2106525823","https://openalex.org/W2120879072","https://openalex.org/W2121783226","https://openalex.org/W2124489993","https://openalex.org/W2126356486","https://openalex.org/W2127059652","https://openalex.org/W2135046866","https://openalex.org/W2135617432","https://openalex.org/W2138776277","https://openalex.org/W2139723860","https://openalex.org/W2142561823","https://openalex.org/W2145376706","https://openalex.org/W2146831006","https://openalex.org/W2147768680","https://openalex.org/W2151389381","https://openalex.org/W2153207204","https://openalex.org/W2153820558","https://openalex.org/W2156484217","https://openalex.org/W2157528778","https://openalex.org/W2170410583","https://openalex.org/W2171099232","https://openalex.org/W2171730709","https://openalex.org/W2202958134","https://openalex.org/W2214916291","https://openalex.org/W2261061891","https://openalex.org/W2284584814","https://openalex.org/W2343243542","https://openalex.org/W2354739823","https://openalex.org/W2358018720","https://openalex.org/W2534538876","https://openalex.org/W2566415567","https://openalex.org/W2592393941","https://openalex.org/W2607525600","https://openalex.org/W2766529052","https://openalex.org/W2911964244","https://openalex.org/W4235667863","https://openalex.org/W4254389352","https://openalex.org/W6604049124"],"related_works":["https://openalex.org/W2384806462","https://openalex.org/W4389950792","https://openalex.org/W2375549870","https://openalex.org/W4376632515","https://openalex.org/W2163269603","https://openalex.org/W2140072033","https://openalex.org/W4205312897","https://openalex.org/W2033176844","https://openalex.org/W1992238539","https://openalex.org/W3161141781"],"abstract_inverted_index":{"Cellular":[0],"automata":[1,19],"(CA)":[2],"have":[3],"been":[4],"widely":[5],"used":[6],"to":[7,24,63,74,95,108,135,164],"simulate":[8,25,76,119,195],"complex":[9],"urban":[10,26,58,77,91,114,190,196,199,224,233],"development":[11,225],"processes.":[12],"Previous":[13],"studies":[14,42],"indicated":[15],"that":[16,179,211],"vector-based":[17],"cellular":[18],"(VCA)":[20],"could":[21],"be":[22],"applied":[23],"land-use":[27,78,92,115,121,167,191,200,208],"changes":[28,122,192,201],"at":[29,45,81,172,202],"a":[30,102,203],"realistic":[31],"land":[32,70,83,98,188],"parcel":[33,71,84],"level.":[34,85,175],"Because":[35],"of":[36,39,57,113,221],"the":[37,53,82,110,120,130,136,142,146,165,173,180,187,207,218],"complexity":[38],"VCA,":[40],"these":[41],"were":[43],"conducted":[44],"small":[46],"scales":[47],"or":[48],"did":[49],"not":[50],"adequately":[51],"consider":[52],"highly":[54],"fragmented":[55],"processes":[56,80],"development.":[59],"This":[60],"study":[61],"aims":[62],"build":[64],"an":[65],"effective":[66],"framework":[67],"called":[68],"dynamic":[69],"subdivision":[72],"(DLPS)-VCA":[73],"accurately":[75,185],"change":[79,93,209],"We":[86],"introduce":[87,101],"this":[88],"model":[89,107,144,182],"in":[90,123],"simulations":[94],"reasonably":[96],"divide":[97],"parcels":[99],"and":[100,127,139,156,160,193,198,217],"random":[103],"forest":[104],"algorithm":[105],"(RFA)":[106],"explore":[109],"transition":[111],"rules":[112,210],"changes.":[116],"Finally,":[117],"we":[118],"Shenzhen":[124],"between":[125],"2009":[126],"2014":[128],"via":[129],"proposed":[131],"DLPS-VCA":[132,143,181],"model.":[133],"Compared":[134],"advanced":[137],"Patch-CA":[138],"RFA-VCA":[140],"models,":[141],"achieves":[145],"highest":[147],"simulation":[148,219],"accuracy":[149],"(Figure-of-Merit":[150],"=":[151,170],"0.232),":[152],"which":[153],"is":[154,161],"32.57%":[155],"18.97%":[157],"higher":[158],"respectively,":[159],"most":[162],"similar":[163],"actual":[166],"scenario":[168],"(similarity":[169],"94.73%)":[171],"pattern":[174],"These":[176],"results":[177,220],"indicate":[178],"can":[183,227],"both":[184],"split":[186],"during":[189],"significantly":[194],"expansion":[197],"fine":[204],"scale.":[205],"Furthermore,":[206],"are":[212],"based":[213],"on":[214],"DPLS-VCA":[215],"mining":[216],"several":[222],"future":[223,232],"scenarios":[226],"act":[228],"as":[229],"guides":[230],"for":[231],"planning":[234],"policy":[235],"formulation.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
