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Office of Research, Development and Technology at the Turner-Fairbanks Highway Research Center

Emerging Data Cleaning and Fusion for Traffic Model Calibration–Data Fusion for Microsimulation Model Calibration

Publication Information

Publication Type:
Report
Publication Number:
FHWA-HRT-24-142
Abstract:

This report examines emerging data sources applicable to traffic simulation model calibration. The project team categorized these data sources based on publicly accessible datasets and emphasized their potential use for enhancing traffic simulation model calibration. The study evaluates the strengths and limitations of these emerging data sources and recommends methods for optimal data preparation and calibration.


The report will be of interest to researchers, traffic analysts, and State and local transportation agencies who are interested in incorporating new sources of data into their transportation decisionmaking processes.

 


 

Recommended citation: Federal Highway Administration, Emerging Data Cleaning and Fusion for Traffic Model Calibration–Data Fusion for Microsimulation Model Calibration (Washington, DC: 2024) https://doi.org/10.21949/1521587

Publishing Date:
December 2024
Posting Date:
Digital Object Identifier:
https://doi.org/10.21949/1521587
Author(s):
Zhou, Xuesong
Luo, Xiangyong (Roy)
Abbasi, Mohammad
Huang, Zhitong (ORCID: 0000-0003-2871-6302)
Tyagi, Ankur
FHWA Program(s):
Operations
AMRP Program(s):
Research Infrastructure, Technology Transfer, and Partnerships
FHWA Activities:
Data and Analysis
Subject Area:
Research