Analyzing the Effect of Hurricane Helene on Freight Movement in Western North Carolina Using Telematic Data

Hurricane-induced disruptions pose significant risks to freight transportation systems, particularly in mountainous regions with limited redundancy. This study investigates the effect of Hurricane Helene on freight movement in Western North Carolina using Global Positioning System-based telematics data from heavy commercial vehicles. Freight activity was temporally segmented into before, during, and after hurricane periods to evaluate changes in truck movement, corridor performance, rerouting behavior, and recovery patterns. A geospatial analysis framework integrating telematics trajectories, Shuttle Radar Topography Mission elevation data, and official roadway closure information was developed to identify disrupted freight corridors and adaptive routing responses. The results show substantial reductions in freight activity along I-40, particularly near the Pigeon River Gorge, where severe flooding and infrastructure failure caused prolonged disruptions. Freight traffic was rerouted toward higher-elevation corridors, including I-240, demonstrating the role of topography in shaping the resilience of the network during extreme weather events. Corridor performance analysis further revealed the deterioration in travel conditions during the hurricane period, with median travel times and travel time index values increasing substantially along the affected routes. Although freight movement partially recovered after the event, traffic intensity and reliability metrics indicated that corridor operations remained below pre-event conditions in heavily affected areas. The findings demonstrate the effectiveness of telematics data in capturing real time freight system disruption and recovery dynamics under extreme weather conditions. This study provides a foundation for developing policy strategies and decision support tools to improve freight network reliability under future climate risks.

Authors

Institutions

Publication Details

Journal
Transportation Research Record Journal of the Transportation Research Board
Published
2026-08-20
DOI
https://doi.org/10.1177/03611981261457112
Primary Topic
Infrastructure Resilience and Vulnerability Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analyzing the Effect of Hurricane Helene on Freight Movement in Western North Carolina Using Telematic Data

Steven Jiang, Salvador Hernández, Nana Twum Duah, Hieu Trung Nguyen et al.
Transportation Research Record Journal of the Transportation Research Board
Infrastructure Resilience and Vulnerability Analysis
article

Analyzing the Effect of Hurricane Helene on Freight Movement in Western North Carolina Using Telematic Data

Steven Jiang, Salvador Hernández, Nana Twum Duah, Hieu Trung Nguyen, Om Prakash Yadav
article en

Abstract

Hurricane-induced disruptions pose significant risks to freight transportation systems, particularly in mountainous regions with limited redundancy. This study investigates the effect of Hurricane Helene on freight movement in Western North Carolina using Global Positioning System-based telematics data from heavy commercial vehicles. Freight activity was temporally segmented into before, during, and after hurricane periods to evaluate changes in truck movement, corridor performance, rerouting behavior, and recovery patterns. A geospatial analysis framework integrating telematics trajectories, Shuttle Radar Topography Mission elevation data, and official roadway closure information was developed to identify disrupted freight corridors and adaptive routing responses. The results show substantial reductions in freight activity along I-40, particularly near the Pigeon River Gorge, where severe flooding and infrastructure failure caused prolonged disruptions. Freight traffic was rerouted toward higher-elevation corridors, including I-240, demonstrating the role of topography in shaping the resilience of the network during extreme weather events. Corridor performance analysis further revealed the deterioration in travel conditions during the hurricane period, with median travel times and travel time index values increasing substantially along the affected routes. Although freight movement partially recovered after the event, traffic intensity and reliability metrics indicated that corridor operations remained below pre-event conditions in heavily affected areas. The findings demonstrate the effectiveness of telematics data in capturing real time freight system disruption and recovery dynamics under extreme weather conditions. This study provides a foundation for developing policy strategies and decision support tools to improve freight network reliability under future climate risks.

Transportation Research Record Journal of the Transportation Research Board
Oregon State University (US), North Carolina Agricultural and Technical State University (US), Technologies for Safe and Efficient Transportation (US)
Climate action
Openalex Percentile: Top 15%
Infrastructure Resilience and Vulnerability Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.