This project was funded by the National Institute for Transportation and Communities (NITC).
Big data -- Applications to transportation planning, Information visualization, Machine learning, Global Positioning System, Transportation agencies -- Decision making
Transportation agencies have an opportunity to leverage massive GPS trajectory data to support their analyses and enhance their decision making. However, these data are typically purchased from vendors, which means that transportation agencies must understand their benefits before they decide to invest in data acquisition. To help transportation agencies better understand the tremendous value of trajectory data, the PI of the project acquired Utah GPS trajectory data from one of the leading GPS data providers and conducted visual analyses demonstrating applications of trajectory data in various areas of transportation. The analyses focused on (a) evaluating the data itself by exploring its spatial and temporal coverage, and on (b) using visual analytics to demonstrate potential use of trajectory data in planning as well as measuring mobility and performance. The results of the analyses were shared with transportation agencies to help them better understand the value of this type of mobility data in transportation system analyses.
Markovic, N. Visual Exploration of Utah Trajectory Data and their Applications in Transportation. NITC-SS-1264. Portland, OR: Transportation Research and Education Center (TREC), 2020. https://dx.doi.org/10.15760/trec.244