{"id":"https://openalex.org/W7160710312","doi":"https://doi.org/10.1016/j.scs.2026.107493","title":"Disentangling travel characteristics of micro-mobility: Insights provided by an interpretable spatial machine learning modeling framework","display_name":"Disentangling travel characteristics of micro-mobility: Insights provided by an interpretable spatial machine learning modeling framework","publication_year":2026,"publication_date":"2026-05-09","ids":{"openalex":"https://openalex.org/W7160710312","doi":"https://doi.org/10.1016/j.scs.2026.107493"},"language":"en","primary_location":{"id":"doi:10.1016/j.scs.2026.107493","doi":"https://doi.org/10.1016/j.scs.2026.107493","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.scs.2026.107493","pdf_url":null,"source":{"id":"https://openalex.org/S163634330","display_name":"Sustainable Cities and Society","issn_l":"2210-6707","issn":["2210-6707","2210-6715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainable Cities and Society","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005145793","display_name":"Dawei Wu","orcid":"https://orcid.org/0000-0002-4105-3614","observed_orcids":["https://orcid.org/0000-0002-4105-3614"]},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Wu","raw_affiliation_strings":["School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101422328","display_name":"Lu Ma","orcid":"https://orcid.org/0000-0002-4492-6636","observed_orcids":["https://orcid.org/0000-0002-4492-6636"]},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lu Ma","raw_affiliation_strings":["School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135752257","display_name":"Xuedong Yan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuedong Yan","raw_affiliation_strings":["School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101422328"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":4870,"currency":"USD","value_usd":4870},"apc_paid":null,"fwci":5.7756,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92977842,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"146","issue":null,"first_page":"107493","last_page":"107493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9970999956130981,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9970999956130981,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.0012000000569969416,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.0010999999940395355,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/micromobility","display_name":"micromobility","score":0.9980000257492065},{"id":"https://openalex.org/keywords/travel-distance","display_name":"travel distance","score":0.6389999985694885},{"id":"https://openalex.org/keywords/bicycles","display_name":"bicycles","score":0.9670000076293945},{"id":"https://openalex.org/keywords/electric-bicycles","display_name":"electric bicycles","score":0.9150000214576721},{"id":"https://openalex.org/keywords/geographically-weighted-random-forest","display_name":"geographically weighted random forest","score":0.8180000185966492},{"id":"https://openalex.org/keywords/shap","display_name":"SHAP","score":0.9369999766349792},{"id":"https://openalex.org/keywords/built-environment","display_name":"built environment","score":0.9350000023841858},{"id":"https://openalex.org/keywords/road-density","display_name":"road density","score":0.9890000224113464},{"id":"https://openalex.org/keywords/building-density","display_name":"building density","score":0.9879999756813049},{"id":"https://openalex.org/keywords/personal-attributes","display_name":"personal attributes","score":0.8669999837875366},{"id":"https://openalex.org/keywords/spatial-heterogeneity","display_name":"spatial heterogeneity","score":0.8429999947547913},{"id":"https://openalex.org/keywords/nonlinear-threshold-effects","display_name":"nonlinear threshold effects","score":0.7039999961853027},{"id":"https://openalex.org/keywords/zhoukou","display_name":"Zhoukou","score":0.7549999952316284}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6523000001907349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5861999988555908},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5723000168800354},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28769999742507935},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25220000743865967},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.23989999294281006},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23109999299049377},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2280000001192093}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.scs.2026.107493","doi":"https://doi.org/10.1016/j.scs.2026.107493","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.scs.2026.107493","pdf_url":null,"source":{"id":"https://openalex.org/S163634330","display_name":"Sustainable Cities and Society","issn_l":"2210-6707","issn":["2210-6707","2210-6715"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainable Cities and Society","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":1.0,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"},{"score":0.7207000255584717,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G13454931","display_name":null,"funder_award_id":"2024YJS083","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320328119","display_name":"National University's Basic Research Foundation of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":101,"referenced_works":["https://openalex.org/W2019416520","https://openalex.org/W2026875286","https://openalex.org/W2042164256","https://openalex.org/W2102513709","https://openalex.org/W2128079683","https://openalex.org/W2252360749","https://openalex.org/W2290891550","https://openalex.org/W2328754591","https://openalex.org/W2366420037","https://openalex.org/W2517393345","https://openalex.org/W2703991954","https://openalex.org/W2745552944","https://openalex.org/W2755205157","https://openalex.org/W2790103302","https://openalex.org/W2798021532","https://openalex.org/W2800879510","https://openalex.org/W2909762196","https://openalex.org/W2911816612","https://openalex.org/W2939264034","https://openalex.org/W2943491685","https://openalex.org/W2944915981","https://openalex.org/W2945575559","https://openalex.org/W2953760693","https://openalex.org/W2962047439","https://openalex.org/W2972426962","https://openalex.org/W2975053404","https://openalex.org/W3002197586","https://openalex.org/W3004084704","https://openalex.org/W3010301638","https://openalex.org/W3035353528","https://openalex.org/W3101056993","https://openalex.org/W3127704932","https://openalex.org/W3136041234","https://openalex.org/W3140619592","https://openalex.org/W3157574399","https://openalex.org/W3163057652","https://openalex.org/W3163624159","https://openalex.org/W3165945153","https://openalex.org/W3169319550","https://openalex.org/W3196904175","https://openalex.org/W3208076267","https://openalex.org/W3211086771","https://openalex.org/W3215635799","https://openalex.org/W3216487965","https://openalex.org/W3216777919","https://openalex.org/W4247267563","https://openalex.org/W4281648800","https://openalex.org/W4281906841","https://openalex.org/W4292962125","https://openalex.org/W4296004350","https://openalex.org/W4297872414","https://openalex.org/W4303649342","https://openalex.org/W4308695705","https://openalex.org/W4309564254","https://openalex.org/W4313361682","https://openalex.org/W4318831887","https://openalex.org/W4367856907","https://openalex.org/W4378516256","https://openalex.org/W4381051417","https://openalex.org/W4384034171","https://openalex.org/W4385421780","https://openalex.org/W4385522086","https://openalex.org/W4385813652","https://openalex.org/W4386248202","https://openalex.org/W4387767150","https://openalex.org/W4388438956","https://openalex.org/W4388440368","https://openalex.org/W4389066206","https://openalex.org/W4389321524","https://openalex.org/W4389328648","https://openalex.org/W4390228870","https://openalex.org/W4390849984","https://openalex.org/W4391669261","https://openalex.org/W4391722911","https://openalex.org/W4393094485","https://openalex.org/W4393177434","https://openalex.org/W4393356449","https://openalex.org/W4394784502","https://openalex.org/W4395082278","https://openalex.org/W4400280583","https://openalex.org/W4401045088","https://openalex.org/W4401054924","https://openalex.org/W4401577444","https://openalex.org/W4401732370","https://openalex.org/W4402106214","https://openalex.org/W4402660578","https://openalex.org/W4403316923","https://openalex.org/W4404273886","https://openalex.org/W4404738526","https://openalex.org/W4405237241","https://openalex.org/W4405840882","https://openalex.org/W4406091046","https://openalex.org/W4406291808","https://openalex.org/W4407134795","https://openalex.org/W4408348487","https://openalex.org/W4410388938","https://openalex.org/W4410546708","https://openalex.org/W4411353151","https://openalex.org/W4413222254","https://openalex.org/W4417256715","https://openalex.org/W7111157912"],"related_works":["https://openalex.org/W4416763387","https://openalex.org/W4402093914","https://openalex.org/W3199335713","https://openalex.org/W4415210098","https://openalex.org/W4413275425","https://openalex.org/W4408696798","https://openalex.org/W7133804691","https://openalex.org/W7140350995","https://openalex.org/W4226028809","https://openalex.org/W4415776610"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-05-10T00:00:00"}