{"id":"https://openalex.org/W4391221779","doi":"https://doi.org/10.3390/rs16030456","title":"Municipal and Urban Renewal Development Index System: A Data-Driven Digital Analysis Framework","display_name":"Municipal and Urban Renewal Development Index System: A Data-Driven Digital Analysis Framework","publication_year":2024,"publication_date":"2024-01-24","ids":{"openalex":"https://openalex.org/W4391221779","doi":"https://doi.org/10.3390/rs16030456"},"language":"en","primary_location":{"id":"doi:10.3390/rs16030456","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030456","pdf_url":"https://www.mdpi.com/2072-4292/16/3/456/pdf?version=1706109298","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/3/456/pdf?version=1706109298","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101625796","display_name":"Xi Wang","orcid":"https://orcid.org/0000-0002-3087-2876"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xi Wang","raw_affiliation_strings":["AI for Earth Laboratory, Cross-Strait Research Institute, Tsinghua University, Beijing 100084, China","Department of Automation, Tsinghua University, Beijing 100084, China","Tsinghua Urban Institute, Tsinghua University, Beijing 100084, China"],"affiliations":[{"raw_affiliation_string":"AI for Earth Laboratory, Cross-Strait Research Institute, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua Urban Institute, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011145539","display_name":"Xuecao Li","orcid":"https://orcid.org/0000-0002-6942-0746"},"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":"Xuecao Li","raw_affiliation_strings":["College of Land Science and Technology, China Agricultural University, Beijing 100084, China"],"affiliations":[{"raw_affiliation_string":"College of Land Science and Technology, China Agricultural University, Beijing 100084, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038580772","display_name":"Tinghai Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tinghai Wu","raw_affiliation_strings":["School of Architecture, Tsinghua University, Beijing 100084, China"],"affiliations":[{"raw_affiliation_string":"School of Architecture, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014301946","display_name":"Shenjing He","orcid":"https://orcid.org/0000-0001-5692-2088"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shenjing He","raw_affiliation_strings":["Urban Systems Institute, Social Infrastructure for Equity and Wellbeing (SIEW) Laboratory, Department of Urban Planning and Design, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Urban Systems Institute, Social Infrastructure for Equity and Wellbeing (SIEW) Laboratory, Department of Urban Planning and Design, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398041","display_name":"Yuxin Zhang","orcid":"https://orcid.org/0000-0003-0968-6558"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Zhang","raw_affiliation_strings":["AI for Earth Laboratory, Cross-Strait Research Institute, Tsinghua University, Beijing 100084, China","Tsinghua Urban Institute, Tsinghua University, Beijing 100084, China"],"affiliations":[{"raw_affiliation_string":"AI for Earth Laboratory, Cross-Strait Research Institute, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Tsinghua Urban Institute, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054305077","display_name":"Xianyao Ling","orcid":"https://orcid.org/0000-0003-4450-3489"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianyao Ling","raw_affiliation_strings":["AI for Earth Laboratory, Cross-Strait Research Institute, Tsinghua University, Beijing 100084, China"],"affiliations":[{"raw_affiliation_string":"AI for Earth Laboratory, Cross-Strait Research Institute, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100427452","display_name":"Bin Chen","orcid":"https://orcid.org/0000-0003-4993-6531"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Bin Chen","raw_affiliation_strings":["Future Urbanity & Sustainable Environment (FUSE) Laboratory, Division of Landscape Architecture, Faculty of Architecture, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Future Urbanity & Sustainable Environment (FUSE) Laboratory, Division of Landscape Architecture, Faculty of Architecture, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030361824","display_name":"Lanchun Bian","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanchun Bian","raw_affiliation_strings":["School of Architecture, Tsinghua University, Beijing 100084, China"],"affiliations":[{"raw_affiliation_string":"School of Architecture, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003012361","display_name":"Xiaodong Shi","orcid":"https://orcid.org/0000-0002-3189-1315"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaodong Shi","raw_affiliation_strings":["Beijing Municipal Institute of City Planning and Design, Beijing 100045, China"],"affiliations":[{"raw_affiliation_string":"Beijing Municipal Institute of City Planning and Design, Beijing 100045, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101748549","display_name":"Ruoxi Zhang","orcid":"https://orcid.org/0000-0003-2265-5844"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruoxi Zhang","raw_affiliation_strings":["School of Architecture and Civil Engineering, Xiamen University, Xiamen 361005, China"],"affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, Xiamen University, Xiamen 361005, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440142","display_name":"Jie Wang","orcid":"https://orcid.org/0000-0002-9534-8100"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Wang","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen 518000, China"],"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen 518000, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414978","display_name":"Zheng Li","orcid":"https://orcid.org/0000-0002-1518-5605"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zheng","raw_affiliation_strings":["2861 Data Technology, Tsinghua Science Park, Beijing 100084, China"],"affiliations":[{"raw_affiliation_string":"2861 Data Technology, Tsinghua Science Park, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362080","display_name":"Jun Li","orcid":"https://orcid.org/0000-0003-3135-092X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing 100084, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059264917","display_name":"Peng Gong","orcid":"https://orcid.org/0000-0003-1513-3765"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Peng Gong","raw_affiliation_strings":["Urban Systems Institute, Department of Geography, and Department of Earth Sciences, The University of Hong Kong, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Urban Systems Institute, Department of Geography, and Department of Earth Sciences, The University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5101625796"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4947,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79350614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"16","issue":"3","first_page":"456","last_page":"456"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9995999932289124,"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":0.9995999932289124,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9922999739646912,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9869999885559082,"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/computer-science","display_name":"Computer science","score":0.4753948450088501},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.45503637194633484},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08701804280281067}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4753948450088501},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.45503637194633484},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08701804280281067}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16030456","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030456","pdf_url":"https://www.mdpi.com/2072-4292/16/3/456/pdf?version=1706109298","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8e17399ed8b642d99b68fd1a07a6226e","is_oa":true,"landing_page_url":"https://doaj.org/article/8e17399ed8b642d99b68fd1a07a6226e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 3, p 456 (2024)","raw_type":"article"},{"id":"pmh:oai:hub.hku.hk:10722/348112","is_oa":false,"landing_page_url":"https://hub.hku.hk/handle/10722/348112","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.3390/rs16030456","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030456","pdf_url":"https://www.mdpi.com/2072-4292/16/3/456/pdf?version=1706109298","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322392","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391221779.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1524771255","https://openalex.org/W1979470424","https://openalex.org/W1990693648","https://openalex.org/W2005016951","https://openalex.org/W2006929658","https://openalex.org/W2061699609","https://openalex.org/W2071011568","https://openalex.org/W2071733934","https://openalex.org/W2127559745","https://openalex.org/W2171842947","https://openalex.org/W2295124130","https://openalex.org/W2318677905","https://openalex.org/W2334867485","https://openalex.org/W2364977287","https://openalex.org/W2367058813","https://openalex.org/W2477262235","https://openalex.org/W2561508148","https://openalex.org/W2613360234","https://openalex.org/W2621319103","https://openalex.org/W2777265545","https://openalex.org/W2790660826","https://openalex.org/W2801984904","https://openalex.org/W2889326414","https://openalex.org/W2914908865","https://openalex.org/W2919115771","https://openalex.org/W2944304787","https://openalex.org/W2968246096","https://openalex.org/W3001595611","https://openalex.org/W3014104048","https://openalex.org/W3035914824","https://openalex.org/W3091811842","https://openalex.org/W3185297562","https://openalex.org/W3211507269","https://openalex.org/W3211522312","https://openalex.org/W3211931031","https://openalex.org/W3212059281","https://openalex.org/W3212270800","https://openalex.org/W3212372778","https://openalex.org/W3212386989","https://openalex.org/W3213155745","https://openalex.org/W4226270100","https://openalex.org/W4281933899","https://openalex.org/W4311529215","https://openalex.org/W4385245566","https://openalex.org/W4394926123","https://openalex.org/W6697018724","https://openalex.org/W6739901393","https://openalex.org/W6801833943"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Urban":[0],"renewal":[1,53,102,186,248,302,319],"planning":[2,48,320],"and":[3,23,37,49,55,68,77,81,89,100,110,119,177,212,220,225,239,246,271,274,287,314,321,328,333],"development":[4,54,60,103],"are":[5,19,72,130,155],"vital":[6],"for":[7,45,170,244,283,300,317],"enhancing":[8],"the":[9,65,69,136,161,180,195,204,218,230,236,251,257,260,275,284,306],"living":[10],"quality":[11],"of":[12,26,30,83,163,182,222,235,241,259,278],"city":[13,150],"residents.":[14],"However,":[15,57],"such":[16],"improvement":[17],"activities":[18],"often":[20],"expensive,":[21],"time-consuming,":[22],"in":[24,51,121,132,157,210],"need":[25],"standardization.":[27],"The":[28,114,308],"convergence":[29],"remote":[31,164],"sensing":[32,165],"technologies,":[33],"social":[34,226],"big":[35,227],"data,":[36],"artificial":[38,294],"intelligence":[39],"solutions":[40,70],"has":[41],"created":[42],"unprecedented":[43],"opportunities":[44],"comprehensive":[46],"digital":[47],"analysis":[50,112,140,282],"urban":[52,101,173,185,213,247,301,318,334],"management.":[56],"fast":[58],"interdisciplinary":[59],"imposes":[61],"some":[62],"challenges":[63],"because":[64],"data":[66,108,166,214],"collected":[67],"built":[71],"defined":[73],"piece":[74,76],"by":[75],"require":[78],"further":[79],"fusion":[80],"integration":[82],"knowledge,":[84],"evaluation":[85],"standards,":[86],"systematic":[87],"analyses,":[88],"new":[90,313],"methodologies.":[91],"To":[92],"address":[93],"these":[94],"challenges,":[95],"we":[96],"propose":[97],"a":[98,143,171,265,279,312],"municipal":[99,211,245],"index":[104,289],"(MUDI)":[105],"system":[106,116,206,232,252,310],"with":[107],"modeling":[109],"mathematical":[111],"models.":[113],"MUDI":[115,137,196,205,231,309],"is":[117,191,207,253,311],"applied":[118,254,329],"studied":[120],"three":[122],"circumstances:":[123],"(1)":[124],"at":[125,149,179],"regional":[126],"level,":[127,151],"337":[128],"cities":[129,332],"selected":[131,156,192],"China":[133],"to":[134,159,193,255,330],"demonstrate":[135,160,194],"system\u2019s":[138,197],"comparable":[139],"capabilities":[141],"on":[142,268,305],"large":[144],"scale":[145],"across":[146],"cities;":[147],"(2)":[148],"285":[152],"residential":[153,183],"communities":[154],"Xiamen":[158],"use":[162,258],"as":[167],"key":[168,285],"MUDIs":[169],"temporal":[172],"land":[174],"change":[175],"analysis;":[176],"(3)":[178],"level":[181],"neighborhoods\u2019":[184],"practices,":[187],"Xiamen\u2019s":[188],"Yingping":[189],"District":[190],"project":[198],"management":[199,322],"capabilities.":[200],"We":[201],"find":[202],"that":[203,323],"highly":[208],"effective":[209,315],"model":[215,266],"building":[216],"through":[217],"abstraction":[219],"summation":[221],"grid-based":[223],"satellite":[224],"data.":[228],"Secondly,":[229],"enables":[233],"comprehension":[234],"high":[237],"dimensionality":[238],"complexity":[240],"multisource":[242],"datasets":[243],"development.":[249],"Thirdly,":[250],"enable":[256],"newly":[261],"developed":[262,299],"UMAP":[263],"algorithm,":[264],"based":[267,304],"Riemannian":[269],"geometry":[270],"algebraic":[272],"topology,":[273],"carrying":[276],"out":[277],"principal":[280],"component":[281],"dimensions":[286],"an":[288],"correlation":[290],"analysis.":[291],"Fourthly,":[292],"various":[293,331],"intelligence-driven":[295],"algorithms":[296],"can":[297,324],"be":[298,325],"analyses":[303],"MUDIs.":[307],"method":[316],"flexibly":[326],"extended":[327],"districts.":[335]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-31T23:11:33.660297","created_date":"2025-10-10T00:00:00"}