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Author

Wesley E. Marshall

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Open access Oct 2026

Improving network level pedestrian activity prediction by accounting for spatial and longitudinal clustering in crowdsourced data

Crowdsourced data are increasingly used to estimate active transportation volumes across large networks. Although bicycling data are widely available, comparable pedestrian data have been limited. Strava Metro recently began releasing link-level pedestrian activity data, but evaluations of these data remain scarce. Thi...

Parsa Soleyman Farahani, Aditi Misra, Shubhayan Ukil et al. · 0 citations
Open access Aug 2026

What drives urban transportation safety? Exploring the role of modal composition and travel exposure

Past urban transportation safety efforts have largely focused on controlling road user behavior through tactics such as speed management and separating users in space and time. This research moves beyond roadway behavior to examine associations between kinetic energy exposure and safety via travel behavior factors...

Nicholas N. Ferenchak, Wesley E. Marshall · 0 citations

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