TRC2503: Feasibility of Vehicle Probe Data for Origin-Destination Estimation
Origin-Destination (O-D) estimation is an important step for travel demand forecasting. Traditional approaches to O-D estimation involve either survey-based trip diaries or traffic counts. Both methods have limitations. With the emergence of “Big Data” sources in the form of third-party probe data gathered from Global Positioning System (GPS) and cell-phone sources, approaches to O-D estimation have broadened. The objective of this project is to evaluate Probe data accuracy (or bias) by context (location, region, time of day, etc., and measure the feasibility of extracting the trip attributes such as vehicle type, vehicle occupancy, trip purpose, and mode of transport from the data, if available. Due to the unique characteristics of Arkansas' Interstate and National Highway System (NHS) routes, the accuracy of the probe data measured in locations not in Arkansas may not apply to Arkansas. Penetration rates and adjustment factors estimated at the national level may not accurately represent the characteristics for Interstate and NHS long-distance trips seen in Arkansas. In this regard, it is essential to understand the opportunities and limitations of vehicle probe data for O-D estimation in the context of Arkansas. The results of this study will provide a decision-making tool to guide data purchase decisions based on project specific needs.
Language
- English
Project
- Status: Active
- Funding: $584,979.00
-
Contract Numbers:
TRC2503
-
Sponsor Organizations:
Federal Highway Administration
1200 New Jersey Avenue, SE
Washington, DC United States 20590Arkansas Department of Transportation
P.O. Box 2261
Little Rock, AR United States 72203 -
Managing Organizations:
Arkansas Department of Transportation
P.O. Box 2261
Little Rock, AR United States 72203 -
Project Managers:
Muftah, Ahmed
-
Performing Organizations:
University of Arkansas, Fayetteville
4190 Bell Engineering
Civil Engineering
Fayetteville, Arkansas United States 72701 -
Principal Investigators:
Hernandez, Sarah
Mitra, Suman
- Start Date: 20250101
- Expected Completion Date: 20261231
- Actual Completion Date: 0
Subject/Index Terms
- TRT Terms: Data quality; Highway transportation; Origin and destination; Traffic data; Travel demand management
- Geographic Terms: Arkansas
- Subject Areas: Data and Information Technology; Highways; Planning and Forecasting;
Filing Info
- Accession Number: 01942529
- Record Type: Research project
- Source Agency: Arkansas Department of Transportation
- Contract Numbers: TRC2503
- Files: RIP, STATEDOT
- Created Date: Jan 15 2025 12:32PM