# Improving societal resilience through a GIS-based approach to manage road transport networks under wildfire hazards

> Research article (Transportation Engineering, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4389264493](https://www.wikidata.org/wiki/openalex:W4389264493)  
**Source**: https://4ort.xyz/entity/improving-societal-resilience-through-a-gis-based-approach-to-manage-road-transport-networks-under-wildfire-hazards