{"id":"https://openalex.org/W7117665570","doi":"https://doi.org/10.1080/17538947.2025.2605842","title":"Uncovering urban functional areas differences through POI-based spatial metrics: evidence from Jianghan district, Wuhan","display_name":"Uncovering urban functional areas differences through POI-based spatial metrics: evidence from Jianghan district, Wuhan","publication_year":2025,"publication_date":"2025-12-31","ids":{"openalex":"https://openalex.org/W7117665570","doi":"https://doi.org/10.1080/17538947.2025.2605842"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2605842","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2605842","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2605842?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2605842?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003163159","display_name":"Shijin Qu","orcid":"https://orcid.org/0000-0003-0674-568X"},"institutions":[{"id":"https://openalex.org/I1292020679","display_name":"Institute on Governance","ror":"https://ror.org/00ppf7x29","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I1292020679"]},{"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/I4210127658","display_name":"Ministry of Natural Resources","ror":"https://ror.org/03tk15k72","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210127658"]}],"countries":["CA","CN","RW"],"is_corresponding":false,"raw_author_name":"Shijin Qu","raw_affiliation_strings":["Institute of Territorial Spatial Governance and Green Development for Yangtze River Basin","Key Laboratory for Rule of Law Research, Ministry of Natural Resources","School of Public Administration, China University of Geosciences (Wuhan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Territorial Spatial Governance and Green Development for Yangtze River Basin","institution_ids":["https://openalex.org/I1292020679"]},{"raw_affiliation_string":"Key Laboratory for Rule of Law Research, Ministry of Natural Resources","institution_ids":["https://openalex.org/I4210127658"]},{"raw_affiliation_string":"School of Public Administration, China University of Geosciences (Wuhan)","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060691495","display_name":"Jilin Ran","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158782","display_name":"Jiangjin Central Hospital","ror":"https://ror.org/05mqewt50","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158782"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjia Ran","raw_affiliation_strings":["Land Reserve and Renovation Center of Jiangjin District"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Land Reserve and Renovation Center of Jiangjin District","institution_ids":["https://openalex.org/I4210158782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121671336","display_name":"Hui Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I430192","display_name":"Appalachian State University","ror":"https://ror.org/051m4vc48","country_code":"US","type":"education","lineage":["https://openalex.org/I430192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Wang","raw_affiliation_strings":["Department of Geography and Planning, Appalachian State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography and Planning, Appalachian State University","institution_ids":["https://openalex.org/I430192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076664285","display_name":"Huicong Jia","orcid":"https://orcid.org/0000-0003-0312-7376"},"institutions":[{"id":"https://openalex.org/I4210128053","display_name":"Institute of Remote Sensing and Digital Earth","ror":"https://ror.org/02cjszf03","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128053"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huicong Jia","raw_affiliation_strings":["Key laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese academy of sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese academy of sciences","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I4210128053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121649679","display_name":"Shougeng Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I1292020679","display_name":"Institute on Governance","ror":"https://ror.org/00ppf7x29","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I1292020679"]},{"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/I4210127658","display_name":"Ministry of Natural Resources","ror":"https://ror.org/03tk15k72","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210127658"]}],"countries":["CA","CN","RW"],"is_corresponding":false,"raw_author_name":"Shougeng Hu","raw_affiliation_strings":["Institute of Territorial Spatial Governance and Green Development for Yangtze River Basin","Key Laboratory for Rule of Law Research, Ministry of Natural Resources","School of Public Administration, China University of Geosciences (Wuhan)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Territorial Spatial Governance and Green Development for Yangtze River Basin","institution_ids":["https://openalex.org/I1292020679"]},{"raw_affiliation_string":"Key Laboratory for Rule of Law Research, Ministry of Natural Resources","institution_ids":["https://openalex.org/I4210127658"]},{"raw_affiliation_string":"School of Public Administration, China University of Geosciences (Wuhan)","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076664285"],"corresponding_institution_ids":["https://openalex.org/I4210128053","https://openalex.org/I4210137199"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":1.5357,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8810394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"19","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.2946999967098236,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.2946999967098236,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.2605000138282776,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.14339999854564667,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.6866999864578247},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.572700023651123},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4977000057697296},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4925999939441681},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.48089998960494995},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.47029998898506165},{"id":"https://openalex.org/keywords/spatial-distribution","display_name":"Spatial distribution","score":0.43869999051094055},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.42590001225471497},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.42260000109672546}],"concepts":[{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.6916999816894531},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.6866999864578247},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.572700023651123},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4977000057697296},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4925999939441681},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.48579999804496765},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.48089998960494995},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.47029998898506165},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.43869999051094055},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.42260000109672546},{"id":"https://openalex.org/C2780132705","wikidata":"https://www.wikidata.org/wiki/Q898132","display_name":"Urban spatial structure","level":3,"score":0.42160001397132874},{"id":"https://openalex.org/C2992075096","wikidata":"https://www.wikidata.org/wiki/Q22652","display_name":"Urban green space","level":3,"score":0.40939998626708984},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.38600000739097595},{"id":"https://openalex.org/C66882249","wikidata":"https://www.wikidata.org/wiki/Q169336","display_name":"Homogeneous","level":2,"score":0.3853999972343445},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.3463999927043915},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.3440999984741211},{"id":"https://openalex.org/C2778368647","wikidata":"https://www.wikidata.org/wiki/Q702492","display_name":"Urban area","level":2,"score":0.3319999873638153},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.3160000145435333},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.29440000653266907},{"id":"https://openalex.org/C184603391","wikidata":"https://www.wikidata.org/wiki/Q60738778","display_name":"Land-use planning","level":3,"score":0.29179999232292175},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.289900004863739},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.28439998626708984},{"id":"https://openalex.org/C4238864","wikidata":"https://www.wikidata.org/wiki/Q2069949","display_name":"Urban density","level":3,"score":0.2833999991416931},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.2793000042438507},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C135692309","wikidata":"https://www.wikidata.org/wiki/Q111124","display_name":"Square (algebra)","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C2778603423","wikidata":"https://www.wikidata.org/wiki/Q108369092","display_name":"City region","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C2987210228","wikidata":"https://www.wikidata.org/wiki/Q738570","display_name":"Central business district","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/17538947.2025.2605842","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2605842","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2605842?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:doi:10.6084/m9.figshare.30979132","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"},{"id":"pmh:oai:doaj.org/article:508eaa79a0784bf4a0dba93fc12fc784","is_oa":true,"landing_page_url":"https://doaj.org/article/508eaa79a0784bf4a0dba93fc12fc784","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":"International Journal of Digital Earth, Vol 19, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2605842","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2605842","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2605842?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8294105529785156}],"awards":[{"id":"https://openalex.org/G1139426386","display_name":null,"funder_award_id":"42101217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2703566882","display_name":null,"funder_award_id":"42171272","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8007337353","display_name":null,"funder_award_id":"42171078","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/F4320328899","display_name":"China University of Geosciences","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7117665570.pdf","grobid_xml":"https://content.openalex.org/works/W7117665570.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W1973472905","https://openalex.org/W2028635982","https://openalex.org/W2061443658","https://openalex.org/W2087189381","https://openalex.org/W2090933635","https://openalex.org/W2110673348","https://openalex.org/W2303475025","https://openalex.org/W2517491419","https://openalex.org/W2534538876","https://openalex.org/W2708165930","https://openalex.org/W2802545781","https://openalex.org/W2888243538","https://openalex.org/W2904703694","https://openalex.org/W2913974479","https://openalex.org/W2977939360","https://openalex.org/W2988951636","https://openalex.org/W2994908010","https://openalex.org/W2995220619","https://openalex.org/W3001443350","https://openalex.org/W3011147769","https://openalex.org/W3014605128","https://openalex.org/W3163513764","https://openalex.org/W3163690249","https://openalex.org/W3164976416","https://openalex.org/W3177345563","https://openalex.org/W3197958969","https://openalex.org/W4206603952","https://openalex.org/W4214605360","https://openalex.org/W4220686148","https://openalex.org/W4220977107","https://openalex.org/W4221005846","https://openalex.org/W4224303501","https://openalex.org/W4283650591","https://openalex.org/W4293661566","https://openalex.org/W4308326589","https://openalex.org/W4309675422","https://openalex.org/W4311703320","https://openalex.org/W4313140708","https://openalex.org/W4313410817","https://openalex.org/W4313527775","https://openalex.org/W4313706055","https://openalex.org/W4322486828","https://openalex.org/W4324347085","https://openalex.org/W4377194187","https://openalex.org/W4379046772","https://openalex.org/W4384700053","https://openalex.org/W4386391492","https://openalex.org/W4386497355","https://openalex.org/W4386962805","https://openalex.org/W4388488490","https://openalex.org/W4391504382","https://openalex.org/W4395659501","https://openalex.org/W4399938304","https://openalex.org/W4400680505","https://openalex.org/W4401011292","https://openalex.org/W4401409348","https://openalex.org/W4401478259","https://openalex.org/W4402784259","https://openalex.org/W4403280020","https://openalex.org/W4404232764","https://openalex.org/W4406064416","https://openalex.org/W4407991982","https://openalex.org/W4408012398","https://openalex.org/W4408276013","https://openalex.org/W4408300772","https://openalex.org/W4409916069","https://openalex.org/W4409965300","https://openalex.org/W4410778731","https://openalex.org/W4410805242","https://openalex.org/W4411329128","https://openalex.org/W4411472578","https://openalex.org/W4411515453","https://openalex.org/W4411522441","https://openalex.org/W4411964419"],"related_works":[],"abstract_inverted_index":{"Urban":[0],"functional":[1,178],"areas":[2,119,150,164],"(UFAs)":[3],"exhibit":[4],"strong":[5],"spatial":[6,70],"heterogeneity,":[7],"and":[8,69,98,108,114,122,130,145,160,180,190],"point":[9],"of":[10,34,59,79,176],"interest":[11],"(POI)":[12],"data":[13,61],"represent":[14],"valuable":[15],"resources":[16],"for":[17],"capturing":[18],"this":[19,51],"variation.":[20],"Although":[21],"prior":[22],"studies":[23],"have":[24],"mainly":[25],"focused":[26],"on":[27],"using":[28],"POIs":[29,127,157],"to":[30,74,166],"improve":[31],"the":[32,37,54,57,76,81,101],"accuracy":[33],"identification":[35,188],"models,":[36],"underlying":[38],"mechanisms":[39],"by":[40],"which":[41],"POI":[42,60,91,124],"characteristics":[43,58,92],"distinguish":[44],"UFAs":[45,63],"remain":[46],"underexplored.":[47],"To":[48],"address":[49],"this,":[50],"study":[52],"analyzed":[53],"differences":[55],"in":[56,103,128,140,158],"across":[62],"from":[64],"three":[65],"perspectives:":[66],"density,":[67],"diversity,":[68],"distribution":[71,83],"patterns.":[72],"Moreover,":[73],"assess":[75],"positional":[77,155],"relationships":[78],"POIs,":[80],"along-edge":[82],"index":[84],"was":[85],"developed.":[86],"The":[87],"results":[88],"showed":[89],"that":[90],"differ":[93],"markedly":[94],"among":[95],"UFAs.":[96],"Density":[97],"diversity":[99],"were":[100,136,151],"highest":[102],"commercial":[104,131],"&":[105,117,132,142,148,162],"business":[106,133],"facilities":[107,134],"residential":[109,129,159],"areas,":[110],"whereas":[111,138],"industrial":[112],"land":[113],"green":[115,146],"space":[116,147],"square":[118,149],"exhibited":[120],"sparse":[121],"homogeneous":[123],"distributions.":[125],"Spatially,":[126],"parcels":[135],"clustered,":[137],"those":[139],"administration":[141],"public":[143],"services":[144],"more":[152,185],"dispersed.":[153],"Regarding":[154],"relationships,":[156],"street":[161],"transportation":[163],"tended":[165],"align":[167],"along":[168],"parcel":[169],"boundaries.":[170],"These":[171],"findings":[172],"enhance":[173],"our":[174],"understanding":[175],"POI-based":[177],"differentiation":[179],"offer":[181],"practical":[182],"insights":[183],"into":[184],"interpretable":[186],"UFA":[187],"models":[189],"urban":[191],"planning":[192],"applications.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-12-31T00:00:00"}
