{"id":"https://openalex.org/W4391568377","doi":"https://doi.org/10.1080/13658816.2024.2314575","title":"Integrating spatiotemporal co-evolution patterns of land types with cellular automata to enhance the reliability of land use projections","display_name":"Integrating spatiotemporal co-evolution patterns of land types with cellular automata to enhance the reliability of land use projections","publication_year":2024,"publication_date":"2024-02-06","ids":{"openalex":"https://openalex.org/W4391568377","doi":"https://doi.org/10.1080/13658816.2024.2314575"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2024.2314575","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2024.2314575","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":true,"oa_status":"green","oa_url":"https://eprints.gla.ac.uk/318733/2/318733.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087182764","display_name":"Zhanjun He","orcid":"https://orcid.org/0000-0002-3476-5680"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210102474","display_name":"Urban Big Data Centre","ror":"https://ror.org/010e6zk56","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210102474"]},{"id":"https://openalex.org/I4210121573","display_name":"Wuchang University of Technology","ror":"https://ror.org/02mqsna37","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210121573"]},{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Zhanjun He","raw_affiliation_strings":["Artificical Intelligence School, Wuchang University of Technology, Wuhan, China","School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China","State Key Laboratory of Geo-Information Engineering, Xi\u2019an, China","Urban Big Data Centre, University of Glasgow, Glasgow, Scotland","State Key Laboratory of Geo-Information Engineering, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificical Intelligence School, Wuchang University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I4210121573"]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"State Key Laboratory of Geo-Information Engineering, Xi\u2019an, China","institution_ids":[]},{"raw_affiliation_string":"Urban Big Data Centre, University of Glasgow, Glasgow, Scotland","institution_ids":["https://openalex.org/I4210102474","https://openalex.org/I7882870"]},{"raw_affiliation_string":"State Key Laboratory of Geo-Information Engineering, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065467620","display_name":"Xubin Wang","orcid":"https://orcid.org/0000-0001-6217-1305"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xubin Wang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043863801","display_name":"Xun Liang","orcid":"https://orcid.org/0000-0001-9401-7353"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xun Liang","raw_affiliation_strings":["School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077633483","display_name":"Liang Wu","orcid":"https://orcid.org/0000-0002-1304-6353"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Wu","raw_affiliation_strings":["School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences (Wuhan), Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087541589","display_name":"Jing Yao","orcid":"https://orcid.org/0000-0002-8677-8248"},"institutions":[{"id":"https://openalex.org/I4210102474","display_name":"Urban Big Data Centre","ror":"https://ror.org/010e6zk56","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210102474"]},{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jing Yao","raw_affiliation_strings":["Urban Big Data Centre, University of Glasgow, Glasgow, Scotland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urban Big Data Centre, University of Glasgow, Glasgow, Scotland","institution_ids":["https://openalex.org/I4210102474","https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043863801"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":2.4591,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.88046579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"38","issue":"5","first_page":"956","last_page":"980"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9998999834060669,"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":0.9998999834060669,"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/T10319","display_name":"Conservation, Biodiversity, and Resource Management","score":0.9434000253677368,"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/T13394","display_name":"Ecology, Conservation, and Geographical Studies","score":0.9412999749183655,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/cellular-automaton","display_name":"Cellular automaton","score":0.7267709374427795},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.6227512955665588},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5675761699676514},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5561481714248657},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5388834476470947},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5195251107215881},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.346566379070282},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3334020972251892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20614343881607056},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.20047500729560852},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1336193084716797}],"concepts":[{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.7267709374427795},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.6227512955665588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5675761699676514},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5561481714248657},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5388834476470947},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5195251107215881},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.346566379070282},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3334020972251892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20614343881607056},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.20047500729560852},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1336193084716797},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/13658816.2024.2314575","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2024.2314575","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"},{"id":"pmh:oai:eprints.gla.ac.uk:318733","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/32841.html>","pdf_url":"https://eprints.gla.ac.uk/318733/2/318733.pdf","source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"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":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:318733","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/32841.html>","pdf_url":"https://eprints.gla.ac.uk/318733/2/318733.pdf","source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"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":null,"raw_type":"PeerReviewed"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G1244900940","display_name":null,"funder_award_id":"42171408","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6162538314","display_name":null,"funder_award_id":"42271437","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8332774561","display_name":null,"funder_award_id":"SKLGIE2020-Z-4-1","funder_id":"https://openalex.org/F4320326985","funder_display_name":"State Key Laboratory of Geo-Information Engineering"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326985","display_name":"State Key Laboratory of Geo-Information Engineering","ror":null},{"id":"https://openalex.org/F4320328899","display_name":"China University of Geosciences","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391568377.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1484413656","https://openalex.org/W1850843018","https://openalex.org/W1870669718","https://openalex.org/W1992193293","https://openalex.org/W2019543400","https://openalex.org/W2024870143","https://openalex.org/W2089892649","https://openalex.org/W2099054202","https://openalex.org/W2132227723","https://openalex.org/W2135617432","https://openalex.org/W2135822449","https://openalex.org/W2138730910","https://openalex.org/W2165780759","https://openalex.org/W2171099232","https://openalex.org/W2171730709","https://openalex.org/W2489666853","https://openalex.org/W2581656659","https://openalex.org/W2677216599","https://openalex.org/W2757731435","https://openalex.org/W2766529052","https://openalex.org/W2782864576","https://openalex.org/W2798158949","https://openalex.org/W2886905452","https://openalex.org/W2914407865","https://openalex.org/W2939839339","https://openalex.org/W2987897613","https://openalex.org/W2995220619","https://openalex.org/W3001832800","https://openalex.org/W3005281236","https://openalex.org/W3011826282","https://openalex.org/W3012304804","https://openalex.org/W3035114635","https://openalex.org/W3036523265","https://openalex.org/W3041178714","https://openalex.org/W3095876020","https://openalex.org/W3109268000","https://openalex.org/W3118874262","https://openalex.org/W3152887703","https://openalex.org/W3166145371","https://openalex.org/W3188524028","https://openalex.org/W3210385228","https://openalex.org/W4205145075","https://openalex.org/W4210289237","https://openalex.org/W4210697778","https://openalex.org/W4210751056","https://openalex.org/W4214552402","https://openalex.org/W4224241827","https://openalex.org/W4283790470","https://openalex.org/W4318954431"],"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":{"Land":[0],"use":[1,62,85,91,200,216],"and":[2,14,45],"land":[3,41,61,71,84,90,117,192,199,215],"cover":[4],"change":[5,92],"(LUCC)":[6],"simulation":[7,33,86,93,178],"aids":[8],"the":[9,12,57,65,112,133,140,170,196,203],"interpretation":[10],"of":[11,16,31,49,60,70,116,129,147,150,182,191,198],"causes":[13],"consequences":[15],"future":[17,83,176,214],"landscape":[18],"dynamics":[19],"under":[20,157,179],"various":[21],"scenarios,":[22],"which":[23,119],"in":[24,35,81,99],"turn":[25],"supports":[26],"policy":[27],"decisions.":[28],"The":[29,102],"essence":[30],"LUCC":[32,52,125,177],"lies":[34],"representing":[36],"complex":[37,50],"spatiotemporal":[38,51,67,76,113,188],"associations":[39,53],"among":[40],"types,":[42,118],"including":[43],"competitions":[44],"interactions.":[46],"Currently,":[47],"analyses":[48],"mainly":[54],"focus":[55],"on":[56],"spatial":[58],"configuration":[59],"while":[63],"ignoring":[64],"intricate":[66],"co-evolution":[68,77,114,189],"patterns":[69,115,190],"types.":[72],"Therefore,":[73],"by":[74],"integrating":[75],"pattern":[78],"mining":[79],"(STC)":[80],"a":[82,89,145,180,209],"(FLUS)":[87],"model,":[88,143],"model":[94,104,135,172,205],"named":[95],"STC-FLUS":[96,134,204],"was":[97],"developed":[98],"this":[100],"study.":[101],"proposed":[103,171],"is":[105,136,173],"innovative":[106],"because":[107],"it":[108],"can":[109,120,194,206],"accurately":[110],"quantify":[111],"be":[121],"effectively":[122],"incorporated":[123],"into":[124],"simulations.":[126],"A":[127],"set":[128,181],"simulations":[130],"indicate":[131],"that":[132,169,187],"more":[137],"accurate":[138],"than":[139],"classical":[141],"FLUS":[142],"with":[144,153],"figure":[146],"merit":[148],"score":[149],"0.135":[151],"compared":[152],"0.114.":[154],"Simulation":[155],"results":[156],"five":[158],"localized":[159],"shared":[160],"socioeconomic":[161],"pathway":[162],"scenarios":[163],"from":[164],"2020":[165],"to":[166,212],"2040":[167],"demonstrate":[168],"effective":[174],"for":[175],"development":[183],"scenarios.":[184],"We":[185],"conclude":[186],"types":[193],"enhance":[195],"reliability":[197],"projections.":[201],"Moreover,":[202],"serve":[207],"as":[208],"useful":[210],"tool":[211],"understand":[213],"dynamics.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}