Data and Methods for Cycling Analysis

Ausri, F. and A. Bigazzi, “Mesoscopic model of cycling trip energy expenditure based on operating modes.” Journal of Cycling and Micromobility Research, In press.

Hassanpour, A. and A. Bigazzi, “Operating Speed Distributions in Off-Street Cycling Facilities by Vehicle Type and Motorization.” Journal of Cycling and Micromobility Research, In press.

Berjisian, E. A. Bigazzi, and H. Barkh, “By cyclists, for cyclists: Road grade and elevation estimation from crowd-sourced fitness application data.” PLoS ONE, Vol. 18, No. 12, 2023.

Hassanpour, A. and A. Bigazzi, “What is in the bicycle paths? Detailed empirical mode share data for off-street paths in metropolitan Vancouver, Canada.” Transportation Research Record, In press.

Albitar, M. and A. Bigazzi, “Instrumentation to measure on-road cyclist noise exposure: Considerations for study design with smartphones and sound level meters.” Transportation Research Record, In press.

Berjisian, E. and A. Bigazzi, “Evaluation of map-matching algorithms for smartphone-based active travel data.” IET Intelligent Transport Systems, Vol. 17, No. 1, pp. 227-242, 2023.

Berjisian, E. and A. Bigazzi, “Evaluation of methods to distinguish trips from activities in walking and cycling GPS data.” Transportation Research Part C: Emerging Technologies, Vol. 137, 2022. [PDF]

Mohamed, A. and A. Bigazzi, “Generation of ‘biking schedules’ for bicycle travel analysis.” Transportation Research Record, Vol. 2672, No. 36, pp. 83-91, 2018. [PDF]

El Masri, O. and A. Bigazzi, “Road grade estimates for bicycle travel analysis on a street network.” Transportation Research Part C: Emerging Technologies, Vol. 104, pp. 158-171, 2019. [PDF]

Hassanpour, A., A. Bigazzi, and D. MacKenzie, “What can publicly-available API data tell us about supply and demand for new mobility services?” Transportation Research Record, Vol. 2674, No. 1, pp. 178-187, 2020.

Mohammed, H., Sayed, T., Bigazzi, A., “Microscopic modeling of cyclists on off-street paths: A stochastic imitation learning approach.” Transportmetrica A: Transport Science, 2021. [PDF]

Mohammed, H., A. Bigazzi, and T. Sayed, “Characterization of bicycle following and overtaking maneuvers on cycling paths.” Transportation Research Part C: Emerging Technologies, Vol. 98, pp. 135-151, 2019. [PDF]