{"id":"https://openalex.org/W2897914622","doi":"https://doi.org/10.3390/ijgi7100403","title":"Modeling Patterns of Land Use in Chinese Cities Using an Integrated Cellular Automata Model","display_name":"Modeling Patterns of Land Use in Chinese Cities Using an Integrated Cellular Automata Model","publication_year":2018,"publication_date":"2018-10-12","ids":{"openalex":"https://openalex.org/W2897914622","doi":"https://doi.org/10.3390/ijgi7100403","mag":"2897914622"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi7100403","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7100403","pdf_url":"https://www.mdpi.com/2220-9964/7/10/403/pdf?version=1539334838","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/2220-9964/7/10/403/pdf?version=1539334838","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072644749","display_name":"Yanlei Feng","orcid":"https://orcid.org/0000-0002-5711-7547"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yanlei Feng","raw_affiliation_strings":["Department of Geography, University of California, Berkeley, CA 94720, USA"],"raw_orcid":"https://orcid.org/0000-0002-5711-7547","affiliations":[{"raw_affiliation_string":"Department of Geography, University of California, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101413849","display_name":"Qi Yi","orcid":"https://orcid.org/0000-0001-5087-2390"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Qi","raw_affiliation_strings":["School of Architecture and Urban Planning, Nanjing University, Nanjing 210023, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Urban Planning, Nanjing University, Nanjing 210023, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072644749"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":{"value":1700,"currency":"CHF","value_usd":1893},"apc_paid":{"value":1700,"currency":"CHF","value_usd":1893},"fwci":0.8719,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.72240597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7","issue":"10","first_page":"403","last_page":"403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9764999747276306,"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":0.9674000144004822,"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":0.8549621105194092},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.561347246170044},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.5543262958526611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5523918867111206},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5326086282730103},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4904317557811737},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.4621942639350891},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4619140625},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4534086287021637},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.42063796520233154},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.41639265418052673},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.29703646898269653},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21559837460517883},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.17537125945091248},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.14519217610359192},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13851279020309448},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12697336077690125},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11653003096580505}],"concepts":[{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.8549621105194092},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.561347246170044},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.5543262958526611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5523918867111206},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5326086282730103},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4904317557811737},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.4621942639350891},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4619140625},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4534086287021637},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.42063796520233154},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.41639265418052673},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.29703646898269653},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21559837460517883},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.17537125945091248},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.14519217610359192},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13851279020309448},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12697336077690125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11653003096580505},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi7100403","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7100403","pdf_url":"https://www.mdpi.com/2220-9964/7/10/403/pdf?version=1539334838","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:d7d63fff084e43e4a5c3979ccc90785a","is_oa":true,"landing_page_url":"https://doaj.org/article/d7d63fff084e43e4a5c3979ccc90785a","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":"ISPRS International Journal of Geo-Information, Vol 7, Iss 10, p 403 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/7/10/403/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi7100403","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi7100403","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi7100403","pdf_url":"https://www.mdpi.com/2220-9964/7/10/403/pdf?version=1539334838","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":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2897914622.pdf","grobid_xml":"https://content.openalex.org/works/W2897914622.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W80482328","https://openalex.org/W100074893","https://openalex.org/W1212601590","https://openalex.org/W1606211267","https://openalex.org/W1963877158","https://openalex.org/W1971539164","https://openalex.org/W1986261119","https://openalex.org/W1999829841","https://openalex.org/W2001605753","https://openalex.org/W2010201587","https://openalex.org/W2010524426","https://openalex.org/W2019543400","https://openalex.org/W2025406778","https://openalex.org/W2046078150","https://openalex.org/W2051703320","https://openalex.org/W2067117278","https://openalex.org/W2096590148","https://openalex.org/W2110994355","https://openalex.org/W2118905110","https://openalex.org/W2124489993","https://openalex.org/W2132227723","https://openalex.org/W2132930619","https://openalex.org/W2135617432","https://openalex.org/W2135822449","https://openalex.org/W2143115928","https://openalex.org/W2157154835","https://openalex.org/W2157528778","https://openalex.org/W2165780759","https://openalex.org/W2176393473","https://openalex.org/W2192545109","https://openalex.org/W2332826429","https://openalex.org/W2500678475","https://openalex.org/W2612991672","https://openalex.org/W2794022635","https://openalex.org/W4252093526","https://openalex.org/W6682789978","https://openalex.org/W6724493582"],"related_works":["https://openalex.org/W2164619678","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W2972049582","https://openalex.org/W4389201442","https://openalex.org/W2386169820","https://openalex.org/W604251607","https://openalex.org/W3170595163"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"an":[3,96,147],"urban":[4,81,97,144,154],"growth":[5],"simulation":[6,123,135,140,145,155,162],"model":[7,16,45,85,126,136],"applied":[8],"to":[9,22,43,46,66],"the":[10,24,44,48,68,84,106,128,131,138,151],"full":[11],"scope":[12],"of":[13,50,72,77,99,108,153],"China.":[14],"The":[15,59,103,125,142],"uses":[17],"a":[18,33,90],"multicriteria":[19],"decision":[20],"analysis":[21,110],"calculate":[23],"land":[25,120],"conversion":[26],"probability":[27],"and":[28,54,79,89,95,115,137,159],"then":[29],"integrates":[30],"it":[31],"with":[32],"cellular":[34],"automata":[35],"model.":[36,141],"A":[37],"nonlinear":[38],"relationship":[39],"is":[40,63,146],"incorporated":[41],"in":[42,83,119,157],"interpret":[47],"impacts":[49],"different":[51,73,80],"Land":[52],"Use":[53],"Cover":[55],"Change":[56],"driving":[57],"forces.":[58],"Analytical":[60],"Hierarchical":[61],"Process":[62],"also":[64],"implemented":[65],"compute":[67],"variance":[69],"between":[70,130],"weights":[71],"factors.":[74],"Multiple":[75],"sizes":[76],"neighborhood":[78,94],"ratios":[82],"rules":[86],"are":[87,101],"tested,":[88],"5":[91,93],"\u00d7":[92],"threshold":[98],"0.33":[100],"chosen.":[102],"study":[104],"demonstrates":[105],"importance":[107],"spatial":[109],"on":[111],"socioeconomic":[112],"factors,":[113],"population,":[114],"Gross":[116],"Domestic":[117],"Product":[118],"use":[121],"change":[122],"modeling.":[124],"fills":[127],"gap":[129],"purely":[132],"economic":[133],"theory":[134],"geographic":[139],"nationwide":[143],"example":[148],"that":[149],"addresses":[150],"lack":[152],"studies":[156],"China":[158],"among":[160],"large-scale":[161],"models.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
