{"id":"https://openalex.org/W1986496156","doi":"https://doi.org/10.1016/j.mcm.2010.11.019","title":"Simulation of land use spatial pattern of towns and villages based on CA\u2013Markov model","display_name":"Simulation of land use spatial pattern of towns and villages based on CA\u2013Markov model","publication_year":2010,"publication_date":"2010-11-25","ids":{"openalex":"https://openalex.org/W1986496156","doi":"https://doi.org/10.1016/j.mcm.2010.11.019","mag":"1986496156"},"language":"en","primary_location":{"id":"doi:10.1016/j.mcm.2010.11.019","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.mcm.2010.11.019","pdf_url":null,"source":{"id":"https://openalex.org/S182710874","display_name":"Mathematical and Computer Modelling","issn_l":"0895-7177","issn":["0895-7177","1872-9479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320146","host_organization_name":"Pergamon Press","host_organization_lineage":["https://openalex.org/P4310320146"],"host_organization_lineage_names":["Pergamon Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical and Computer Modelling","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/A5029282889","display_name":"Lingling Sang","orcid":null},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingling Sang","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, PR China","College of Information & Electrical Engineering, China Agricultural University, Beijing 100083, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, PR China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information & Electrical Engineering, China Agricultural University, Beijing 100083, PR China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043011681","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0003-2882-9374"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, PR China","College of Information & Electrical Engineering, China Agricultural University, Beijing 100083, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, PR China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information & Electrical Engineering, China Agricultural University, Beijing 100083, PR China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106406865","display_name":"Jianyu Yang","orcid":"https://orcid.org/0009-0002-8660-8254"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyu Yang","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, PR China","College of Information & Electrical Engineering, China Agricultural University, Beijing 100083, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, PR China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information & Electrical Engineering, China Agricultural University, Beijing 100083, PR China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100837014","display_name":"Dehai Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dehai Zhu","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, PR China","College of Information & Electrical Engineering, China Agricultural University, Beijing 100083, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, 100083, PR China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information & Electrical Engineering, China Agricultural University, Beijing 100083, PR China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100918866","display_name":"Wenju Yun","orcid":null},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210150907","display_name":"Land Consolidation and Rehabilitation Center","ror":"https://ror.org/05qh2mm74","country_code":"CN","type":"other","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390","https://openalex.org/I4210150907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenju Yun","raw_affiliation_strings":["Land Consolidation and Rehabilitation Center, The Ministry of land Resources, Beijing 100035, PR China","Land Consolidation and Rehabilitation Center, The Ministry of land Resources, Beijing 100035, PR China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Land Consolidation and Rehabilitation Center, The Ministry of land Resources, Beijing 100035, PR China","institution_ids":["https://openalex.org/I4210150907"]},{"raw_affiliation_string":"Land Consolidation and Rehabilitation Center, The Ministry of land Resources, Beijing 100035, PR China#TAB#","institution_ids":["https://openalex.org/I211433327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043011681"],"corresponding_institution_ids":["https://openalex.org/I52158045"],"apc_list":null,"apc_paid":null,"fwci":4.8011,"has_fulltext":false,"cited_by_count":563,"citation_normalized_percentile":{"value":0.94779251,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"54","issue":"3-4","first_page":"938","last_page":"943"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9977999925613403,"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":0.9977999925613403,"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/T14051","display_name":"Regional Economic and Spatial Analysis","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13729","display_name":"Korean Urban and Social Studies","score":0.9599000215530396,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.6965843439102173},{"id":"https://openalex.org/keywords/common-spatial-pattern","display_name":"Common spatial pattern","score":0.6068204641342163},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5918732285499573},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.5552202463150024},{"id":"https://openalex.org/keywords/spatial-ecology","display_name":"Spatial ecology","score":0.5540937185287476},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.5012960433959961},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.46945375204086304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46627146005630493},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4394814074039459},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.41360875964164734},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3608589470386505},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24271869659423828},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18494167923927307},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.1646718680858612},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14359429478645325},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12768015265464783},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.12474951148033142},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0905144214630127}],"concepts":[{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.6965843439102173},{"id":"https://openalex.org/C173727882","wikidata":"https://www.wikidata.org/wiki/Q5153620","display_name":"Common spatial pattern","level":2,"score":0.6068204641342163},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5918732285499573},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.5552202463150024},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.5540937185287476},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.5012960433959961},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.46945375204086304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46627146005630493},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4394814074039459},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.41360875964164734},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3608589470386505},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24271869659423828},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18494167923927307},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.1646718680858612},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14359429478645325},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12768015265464783},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.12474951148033142},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0905144214630127},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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":1,"locations":[{"id":"doi:10.1016/j.mcm.2010.11.019","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.mcm.2010.11.019","pdf_url":null,"source":{"id":"https://openalex.org/S182710874","display_name":"Mathematical and Computer Modelling","issn_l":"0895-7177","issn":["0895-7177","1872-9479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320146","host_organization_name":"Pergamon Press","host_organization_lineage":["https://openalex.org/P4310320146"],"host_organization_lineage_names":["Pergamon Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical and Computer Modelling","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321131","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1550461405","https://openalex.org/W1998131966","https://openalex.org/W2031827620","https://openalex.org/W2052615516","https://openalex.org/W2093006518","https://openalex.org/W2093044782","https://openalex.org/W2135822449","https://openalex.org/W2141132128","https://openalex.org/W2165030768","https://openalex.org/W2352089534","https://openalex.org/W7055690342"],"related_works":["https://openalex.org/W1486009484","https://openalex.org/W2358684127","https://openalex.org/W1969976536","https://openalex.org/W4239351380","https://openalex.org/W2963387968","https://openalex.org/W2361570780","https://openalex.org/W2343030682","https://openalex.org/W1520742015","https://openalex.org/W2380092272","https://openalex.org/W2146714472"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":56},{"year":2024,"cited_by_count":64},{"year":2023,"cited_by_count":64},{"year":2022,"cited_by_count":86},{"year":2021,"cited_by_count":60},{"year":2020,"cited_by_count":50},{"year":2019,"cited_by_count":52},{"year":2018,"cited_by_count":33},{"year":2017,"cited_by_count":29},{"year":2016,"cited_by_count":18},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":7}],"updated_date":"2026-05-17T08:19:37.847499","created_date":"2025-10-10T00:00:00"}
