{"id":"https://openalex.org/W4416595005","doi":"https://doi.org/10.1080/17538947.2025.2584508","title":"Machine learning unveils temperature and mobility as critical predictors of urban crime in New York City (2008\u20132022): insights for sustainable urban systems","display_name":"Machine learning unveils temperature and mobility as critical predictors of urban crime in New York City (2008\u20132022): insights for sustainable urban systems","publication_year":2025,"publication_date":"2025-11-24","ids":{"openalex":"https://openalex.org/W4416595005","doi":"https://doi.org/10.1080/17538947.2025.2584508"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2584508","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2584508","pdf_url":null,"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://doi.org/10.1080/17538947.2025.2584508","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087412886","display_name":"Mengling Qiao","orcid":"https://orcid.org/0000-0002-6576-8411"},"institutions":[{"id":"https://openalex.org/I4210163172","display_name":"Environmental Earth Sciences","ror":"https://ror.org/04rnwed46","country_code":"AU","type":"other","lineage":["https://openalex.org/I4210163172"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["AU","US"],"is_corresponding":true,"raw_author_name":"Mengling Qiao","raw_affiliation_strings":["Department of Earth and Environmental Engineering, Columbia University","Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University","institution_ids":["https://openalex.org/I4210163172","https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050304050","display_name":"Masahiko Haraguchi","orcid":"https://orcid.org/0000-0002-3250-5746"},"institutions":[{"id":"https://openalex.org/I4210163172","display_name":"Environmental Earth Sciences","ror":"https://ror.org/04rnwed46","country_code":"AU","type":"other","lineage":["https://openalex.org/I4210163172"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Masahiko Haraguchi","raw_affiliation_strings":["Department of Earth and Environmental Engineering, Columbia University","Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University","institution_ids":["https://openalex.org/I4210163172","https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049787333","display_name":"Xuan Di","orcid":"https://orcid.org/0000-0003-2925-7697"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuan Di","raw_affiliation_strings":["Department of Civil Engineering and Engineering Mechanics, Columbia University","Department of Civil Engineering and Engineering Mechanics, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering and Engineering Mechanics, Columbia University","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Civil Engineering and Engineering Mechanics, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002449100","display_name":"Adam Nayak","orcid":"https://orcid.org/0009-0003-8401-4599"},"institutions":[{"id":"https://openalex.org/I4210163172","display_name":"Environmental Earth Sciences","ror":"https://ror.org/04rnwed46","country_code":"AU","type":"other","lineage":["https://openalex.org/I4210163172"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Adam Nayak","raw_affiliation_strings":["Department of Earth and Environmental Engineering, Columbia University","Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University","institution_ids":["https://openalex.org/I4210163172","https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009183134","display_name":"Upmanu Lall","orcid":"https://orcid.org/0000-0003-0529-8128"},"institutions":[{"id":"https://openalex.org/I4210163172","display_name":"Environmental Earth Sciences","ror":"https://ror.org/04rnwed46","country_code":"AU","type":"other","lineage":["https://openalex.org/I4210163172"]},{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Upmanu Lall","raw_affiliation_strings":["Department of Earth and Environmental Engineering, Columbia University","Water Institute, Arizona State University","Water Institute, Arizona State University, Phoenix, AZ, USA","Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University","institution_ids":["https://openalex.org/I4210163172","https://openalex.org/I78577930"]},{"raw_affiliation_string":"Water Institute, Arizona State University","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Water Institute, Arizona State University, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087412886"],"corresponding_institution_ids":["https://openalex.org/I4210163172","https://openalex.org/I78577930"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41657145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.5648000240325928,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10574","display_name":"Crime Patterns and Interventions","score":0.5648000240325928,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10239","display_name":"Urban Planning and Governance","score":0.06930000334978104,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"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/T12965","display_name":"Wildlife Conservation and Criminology Analyses","score":0.06360000371932983,"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/borough","display_name":"Borough","score":0.5597000122070312},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.5594000220298767},{"id":"https://openalex.org/keywords/placemaking","display_name":"Placemaking","score":0.42080000042915344},{"id":"https://openalex.org/keywords/zoning","display_name":"Zoning","score":0.41530001163482666},{"id":"https://openalex.org/keywords/fear-of-crime","display_name":"Fear of crime","score":0.3752000033855438},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.3434000015258789},{"id":"https://openalex.org/keywords/urban-heat-island","display_name":"Urban heat island","score":0.34200000762939453},{"id":"https://openalex.org/keywords/built-environment","display_name":"Built environment","score":0.33000001311302185},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.3271999955177307}],"concepts":[{"id":"https://openalex.org/C2780443626","wikidata":"https://www.wikidata.org/wiki/Q5195043","display_name":"Borough","level":2,"score":0.5597000122070312},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5594000220298767},{"id":"https://openalex.org/C162861558","wikidata":"https://www.wikidata.org/wiki/Q7200277","display_name":"Placemaking","level":4,"score":0.42080000042915344},{"id":"https://openalex.org/C520944541","wikidata":"https://www.wikidata.org/wiki/Q702232","display_name":"Zoning","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4018999934196472},{"id":"https://openalex.org/C2778063457","wikidata":"https://www.wikidata.org/wiki/Q1788984","display_name":"Fear of crime","level":2,"score":0.3752000033855438},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.3625999987125397},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.3434000015258789},{"id":"https://openalex.org/C54005896","wikidata":"https://www.wikidata.org/wiki/Q215712","display_name":"Urban heat island","level":2,"score":0.34200000762939453},{"id":"https://openalex.org/C148803439","wikidata":"https://www.wikidata.org/wiki/Q4986688","display_name":"Built environment","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.3271999955177307},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.3244999945163727},{"id":"https://openalex.org/C157181609","wikidata":"https://www.wikidata.org/wiki/Q1364310","display_name":"Sustainable transport","level":3,"score":0.3165000081062317},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.3156000077724457},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.3122999966144562},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.3084999918937683},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.30820000171661377},{"id":"https://openalex.org/C487182","wikidata":"https://www.wikidata.org/wiki/Q192042","display_name":"Urban sprawl","level":3,"score":0.2946000099182129},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.28859999775886536},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.27639999985694885},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2671999931335449},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C145940883","wikidata":"https://www.wikidata.org/wiki/Q385256","display_name":"Urban economics","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C39853841","wikidata":"https://www.wikidata.org/wiki/Q161078","display_name":"Urbanization","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C2778173179","wikidata":"https://www.wikidata.org/wiki/Q25339289","display_name":"Attendance","level":2,"score":0.25209999084472656},{"id":"https://openalex.org/C2778872837","wikidata":"https://www.wikidata.org/wiki/Q7113614","display_name":"Overcrowding","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/17538947.2025.2584508","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2584508","pdf_url":null,"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.30694704","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:96cd68ef1377461688fb63f4cd6a8d24","is_oa":true,"landing_page_url":"https://doaj.org/article/96cd68ef1377461688fb63f4cd6a8d24","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 18, Iss 2 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2584508","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2584508","pdf_url":null,"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":[],"awards":[{"id":"https://openalex.org/G2023538226","display_name":"Belmont Forum Collaborative Research:Data-driven Disaster Response Systems Dependent on Time of Day, Season and Location for Megacities","funder_award_id":"2022720","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1979183772","https://openalex.org/W1979470337","https://openalex.org/W1996881001","https://openalex.org/W2024625110","https://openalex.org/W2038485239","https://openalex.org/W2064675550","https://openalex.org/W2104814418","https://openalex.org/W2114924949","https://openalex.org/W2122118237","https://openalex.org/W2129950297","https://openalex.org/W2134904490","https://openalex.org/W2153795158","https://openalex.org/W2160172778","https://openalex.org/W2168175751","https://openalex.org/W2168934879","https://openalex.org/W2267835966","https://openalex.org/W2755222014","https://openalex.org/W2771593417","https://openalex.org/W2793337497","https://openalex.org/W2888940799","https://openalex.org/W2892891686","https://openalex.org/W2911964244","https://openalex.org/W2912579683","https://openalex.org/W2935224216","https://openalex.org/W2963146848","https://openalex.org/W2971517957","https://openalex.org/W2977583030","https://openalex.org/W3033029638","https://openalex.org/W3033453673","https://openalex.org/W3033780418","https://openalex.org/W3041501620","https://openalex.org/W3045589083","https://openalex.org/W3049379054","https://openalex.org/W3049680866","https://openalex.org/W3089022727","https://openalex.org/W3097386993","https://openalex.org/W3104186312","https://openalex.org/W3114701372","https://openalex.org/W3135751649","https://openalex.org/W3143696191","https://openalex.org/W3174401736","https://openalex.org/W3179654867","https://openalex.org/W3196192517","https://openalex.org/W4249855545","https://openalex.org/W4280523563","https://openalex.org/W4286631275","https://openalex.org/W4292333943","https://openalex.org/W4294832840","https://openalex.org/W4296175778","https://openalex.org/W4307171395","https://openalex.org/W4313377273","https://openalex.org/W4319302438","https://openalex.org/W4401054924","https://openalex.org/W4406506122"],"related_works":[],"abstract_inverted_index":{"Understanding":[0],"the":[1,22,49,72,124],"factors":[2],"shaping":[3],"urban":[4,136,179,192],"crime":[5,37,118,180],"is":[6],"crucial":[7],"for":[8,79,126,134],"building":[9],"safe":[10],"and":[11,46,52,58,67,83,90,113,169,185],"sustainable":[12,135],"cities.":[13],"Yet":[14],"quantifying":[15],"their":[16],"impacts":[17],"remains":[18],"challenging":[19],"due":[20],"to":[21,32,36,116,188],"complex":[23],"interplay":[24],"of":[25],"socio-environmental":[26],"influences.":[27],"We":[28,43,129],"use":[29],"machine":[30],"learning":[31],"identify":[33,44],"key":[34],"contributors":[35],"rates":[38],"in":[39,172],"New":[40],"York":[41],"City.":[42],"temperature":[45],"mobility":[47],"as":[48],"most":[50],"consistent":[51],"dominant":[53],"predictors":[54],"at":[55],"both":[56],"citywide":[57],"borough":[59],"levels.":[60],"Warmer":[61],"temperatures,":[62],"increased":[63],"public":[64],"transportation":[65],"usage,":[66],"reduced":[68],"taxi":[69],"usage":[70],"show":[71],"strongest":[73],"positive":[74],"associations":[75],"with":[76],"crime,":[77],"controlling":[78],"precipitation,":[80],"COVID\u221219":[81],"mortality,":[82],"noise":[84],"complaints,":[85],"which":[86],"contribute":[87],"modestly.":[88],"Socio-economic":[89],"demographic":[91],"variables":[92],"indicate":[93],"more":[94],"spatially":[95],"heterogeneous":[96],"impacts.":[97],"These":[98,120],"findings":[99],"suggest":[100],"a":[101],"layered":[102],"theoretical":[103],"framework":[104],"that":[105],"integrates":[106],"General":[107],"Aggression":[108],"Theory,":[109,112],"Routine":[110],"Activity":[111],"structural":[114],"vulnerability":[115],"explain":[117],"patterns.":[119],"co-occurring":[121],"mechanisms":[122],"underscore":[123],"need":[125],"multifaceted":[127],"interventions.":[128],"propose":[130],"three":[131],"actionable":[132],"pathways":[133],"systems:":[137],"1)":[138],"Climate-responsive":[139],"infrastructure:":[140],"Prioritize":[141],"heat":[142],"mitigation":[143],"(context-sensitive":[144],"greening":[145],"initiatives,":[146],"cooling":[147],"corridors).":[148],"2)":[149],"Mobility-centered":[150],"safety":[151,193],"planning:":[152],"Embed":[153],"crime-deterrent":[154],"features":[155],"into":[156],"transit":[157],"hubs.":[158],"3)":[159],"Community-driven":[160],"environmental":[161],"governance:":[162],"Address":[163],"hyperlocal":[164],"risks":[165],"through":[166],"noise-sensitive":[167],"zoning":[168],"equity-focused":[170],"placemaking":[171],"racially":[173],"segregated":[174],"neighborhoods.":[175],"This":[176],"study":[177],"advances":[178],"research":[181],"by":[182],"linking":[183],"theory":[184],"data-driven":[186],"modeling":[187],"inform":[189],"climate-resilient,":[190],"mobility-aware":[191],"planning.":[194]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-11-25T00:00:00"}
