Enhancing Bikeshare Systems with E-Bikes in Semi-Hilly Cities: Insights from Washington, D.C.

dc.contributor.authorBahkshi, Vahiden
dc.contributor.authorDixit, Kuldeepen
dc.contributor.authorVajari, Mohammaden
dc.contributor.authorQin, Xiaoen
dc.contributor.authorErmagun, Alirezaen
dc.contributor.authorHankey, Steven C.en
dc.contributor.authorBuehler, Ralphen
dc.date.accessioned2026-03-04T19:22:41Zen
dc.date.available2026-03-04T19:22:41Zen
dc.date.issued2025-11-18en
dc.description.abstractThis study investigates spatial and temporal usage patterns of e-bikes and regular bikes within the Capital Bikeshare system in Washington, D.C. Based on over 6 million bikeshare trips, the analysis highlights distinct usage patterns shaped by the city’s semi-hilly terrain and bikeshare station placement. Comparing e-bikes and regular bikes, two main distinctions emerge: (i) e-bikes are predominantly used for longer distances and in areas with greater elevation (2.27 km vs. 1.73 km; 1.38% vs. 1.12% average slopes), and (ii) e-bikes enable broader dispersion across the city by connecting more distant bikeshare stations and supporting extended mobility. This disparity underscores the adaptability of e-bikes to more challenging urban terrains and longer trip distances. The findings are useful for urban planners and practitioners aiming to optimize bikeshare systems and suggest that incorporating e-bikes can address mobility challenges related to topography and trip distance.en
dc.description.versionAccepted versionen
dc.identifier105097 (Article number)en
dc.identifier.doihttps://doi.org/10.1016/j.trd.2025.105097en
dc.identifier.issn1361-9209en
dc.identifier.orcidDixit, Kuldeep [0000-0002-1311-0917]en
dc.identifier.orcidBuehler, Ralph [0000-0002-1254-2224]en
dc.identifier.urihttps://hdl.handle.net/10919/141667en
dc.identifier.volume150en
dc.language.isoenen
dc.publisherElsevieren
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectE-bikeshare Expansionen
dc.subjectUrban Bikeshare Systemsen
dc.subjectHilly Urban Mobilityen
dc.subjectSpatial Network flow Analysisen
dc.subjectRandom Forest and Logistic Regressionen
dc.titleEnhancing Bikeshare Systems with E-Bikes in Semi-Hilly Cities: Insights from Washington, D.C.en
dc.title.serialTransportation Research Part D: Transport and Environmenten
dc.typeArticle - Refereeden
dc.type.dcmitypeTexten
dc.type.otherArticleen
pubs.organisational-groupVirginia Techen
pubs.organisational-groupVirginia Tech/All T&R Facultyen
pubs.organisational-groupVirginia Tech/Liberal Arts and Human Sciencesen
pubs.organisational-groupVirginia Tech/Liberal Arts and Human Sciences/CLAHS T&R Facultyen
pubs.organisational-groupVirginia Tech/Graduate studentsen
pubs.organisational-groupVirginia Tech/Graduate students/Doctoral studentsen
pubs.organisational-groupVirginia Tech/Liberal Arts and Human Sciences/School of Public and International Affairsen

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