C2SMART Mobility Data Dashboard White Papers & Publications

Over the course of the Mobility Data Dashboard's development, C2SMART has published multiple white papers alongside peer-reviewed articles for transportation journals and conferences. All white papers available for open access download below.

White Papers


  • Zuo, F., Wang, J., Gao, J., Ozbay, K., Ban, X., Shen. Y., Yang, H. and Iyer, S. (2020), An Interactive Data Visualization and Analytics Tool to Evaluate Mobility and Sociability Trends During COVID-19, UrbComp 2020: The 9th SIGKDD International Workshop on Urban Computing, San Diego, California, USA. Access here.
  • Bian, Z., Zuo, F., Gao, J., Chen, Y., Venkata, S.S.C.P., Bernardes, S.D., Ozbay, K., Ban, X.J. and Wang, J., 2021. Time lag effects of COVID-19 policies on transportation systems: A comparative study of New York City and Seattle. Transportation Research Part A: Policy and Practice, 145, pp.269-283. Access here.
  • Zuo, F., Gao, J., Kurkcu, A., Yang, H., Ozbay, O. and Ma, Q., Reference-free video-to-real distance approximation-based urban social distancing analytics amid COVID-19 pandemic, Journal of Transport & Health, Volume 21, 2021. Access here.
  • Wang, D., He, B. Y., Gao, J., Chow, J. Y., Ozbay, K., & Iyer, S. (2021). Impact of COVID-19 Behavioral Inertia on Reopening Strategies for New York City Transit. International Journal of Transportation Science and Technology. Access here.
  • Wang, D., Tayarani, M., He, B. Y., Gao, J., Chow, J. Y., Gao, H. O., & Ozbay, K. (2021). Mobility in post-pandemic economic reopening under social distancing guidelines: Congestion, emissions, and contact exposure in public transit. Transportation Research Part A: Policy and Practice, 153, 151-170. Access paper; Access ITSNY Presentation.