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Title:

Driver Performance and Behavior in Adverse Weather Conditions: An Investigation Using the SHRP2 Naturalistic Driving Study Data-Phase 2

Accession Number:

01680877

Record Type:

Monograph

Abstract:

The impact of adverse weather conditions on transportation operation and safety is the focus of many studies; however, comprehensive research detailing the differences in driving behavior and performance during adverse conditions is limited. Many previous studies utilized aggregate traffic and weather data (e.g., average speed, headway, and global weather information) to formulate conclusions about the weather impact on network operation and safety; therefore, research into specific factors associated with driver performance and behavior are notably absent. A novel approach, presented in this report, can fill the gap in previous studies by considering disaggregate trajectory-level data available through the Strategic Highway Research Program 2 (SHRP2) Naturalistic Driving Study and Roadway Information Database. Parametric and non-parametric models were utilized to better understand different behavioral factors including speed selection, car following and lane keeping in adverse weather conditions. The purpose of this study was to gather insights into driver behavior and performance in different weather conditions, such that efficient logic can be implemented to introduce a realistic Variable Speed Limit system, aimed at maximizing speed compliance and reducing speed variations. This study provides valuable information related to drivers’ interaction with real-time changes in roadway and weather conditions, leading to a better understanding of the effectiveness of operational countermeasures.

Supplemental Notes:

Cover date: March 2018.

Report/Paper Numbers:

WY-18/05F

Contract Numbers:

RS07216

Language:

English

Corporate Authors:

University of Wyoming, Laramie

Department of Civil and Architectural Engineering
1000 East University Avenue
Laramie, WY 82071 United States

Wyoming Department of Transportation

Cheyenne, WY United States

Federal Highway Administration

1200 New Jersey Avenue, SE
Washington, DC 20590 United States

American Association of State Highway and Transportation Officials (AASHTO)

444 North Capitol Street, NW
Washington, DC 20001 United States

Transportation Research Board

Strategic Highway Research Program 2, 500 Fifth Street, NW
Washington, DC 20001

Authors:

Ahmed, Mohamed

ORCID 0000-0002-1921-0724

Ghasemzadeh, Ali

ORCID 0000-0003-1232-251X

Hammit, Britton

ORCID 0000-0002-8859-9075

Khan, Nasim

ORCID 0000-0001-5996-091X

Das, Anik

ORCID 0000-0003-4674-5334

Ali, Elhashemi

ORCID 0000-0001-7643-7143

Young, Rhonda K

ORCID 0000-0001-6745-5008

Eldeeb, Hesham

ORCID 0000-0001-9669-5991

Pagination:

121p

Publication Date:

2018-2

Edition:

Final Report

Media Type:

Digital/other

Features:

Figures; Maps; Photos; References; Tables

Subject Areas:

Highways; Operations and Traffic Management; Safety and Human Factors

Files:

NTL, TRIS, TRB, ATRI, USDOT, STATEDOT

Created Date:

Sep 12 2018 10:55AM