Review of Research on Human Behavior in Large Outdoor Fires

N Elhami-Khorasani, M Kinateder, V Lemiale… - Fire Technology, 2023 - Springer
Large outdoor fires such as wildfires, wildland urban interface (WUI) fires, urban fires, and
informal settlement fires have received increased attention in recent years. In order to …

Estimating wildfire evacuation decision and departure timing using large-scale GPS data

X Zhao, Y Xu, R Lovreglio, E Kuligowski… - … research part D …, 2022 - Elsevier
Recently, wildfires have created severe challenges for fire and emergency services and
communities in the wildland-urban interface (WUI). To reduce wildfire risk and enhance the …

Predicting and assessing wildfire evacuation decision-making using machine learning: findings from the 2019 Kincade Fire

N Xu, R Lovreglio, ED Kuligowski, TJ Cova, D Nilsson… - Fire Technology, 2023 - Springer
To develop effective wildfire evacuation plans, it is crucial to study evacuation decision-
making and identify the factors affecting individuals' choices. Statistic models (eg, logistic …

Wildfire evacuation decision modeling using GPS data

A Wu, X Yan, E Kuligowski, R Lovreglio… - International Journal of …, 2022 - Elsevier
The threat of wildfires is increasing at an alarming rate due to climate change and the
expansion of the wildland–urban interface. It is critical to improve understanding of people's …

[HTML][HTML] GIS-based methodology for prioritization of preparedness interventions on road transport under wildfire events

E Arango, M Nogal, HS Sousa, JC Matos… - International Journal of …, 2023 - Elsevier
Climate change is leading to a rise in the occurrence and intensity of wildfires, exacerbated
by the growing encroachment of communities into the natural environment, posing …

[HTML][HTML] Modelling the impact of wildfire smoke on driving speed

P Intini, J Wahlqvist, N Wetterberg, E Ronchi - International Journal of …, 2022 - Elsevier
Traffic models can be used to study evacuation scenarios during wildland-urban interface
fires and identify the ability of a community to reach a safe place. In those scenarios, wildfire …

AI for large-scale evacuation modeling: promises and challenges

Y Sun, X Zhao, R Lovreglio, E Kuligowski - Interpretable Machine Learning …, 2024 - Elsevier
The last several years have seen substantial progress in the development and application of
AI in large-scale evacuation modeling. However, many research questions and problems …

[HTML][HTML] Roxborough Park Community Wildfire Evacuation Drill: Data Collection and Model Benchmarking

SMV Gwynne, E Ronchi, J Wahlqvist, A Cuesta… - Fire Technology, 2023 - Springer
Wildfires are increasing in scale, frequency and longevity, and are affecting new locations as
environmental conditions change. This paper presents a dataset collected during a …

[HTML][HTML] Evaluating traffic operation conditions during wildfire evacuation using connected vehicles data

S Ahmad, A Ali, HU Ahmed, Y Huang, P Lu - Fire, 2023 - mdpi.com
With climate change and the resulting rise in temperatures, wildfire risk is increasing all over
the world, particularly in the Western United States. Communities in wildland–urban …

[HTML][HTML] Analyzing Risk Perception, Evacuation Decision and Delay Time: A Case Study of the 2021 Marshall Fire in Colorado

A Forrister, ED Kuligowski, Y Sun, X Yan… - Travel Behaviour and …, 2024 - Elsevier
Climate change is increasing the threat of wildfires to populated areas, especially those
within the wildland-urban interface (WUI). The 2021 Marshall fire forced the evacuation of …