Community Risk and Resilience to Wildfires: Rethinking the Complex Human–Climate–Fire Relationship in High-Latitude Regions

Abstract

Community risk and resilience to high-latitude wildfires has received limited conceptual attention, with a comprehensive, integrated framework that unpacks the complex human–fire–climate relationship in high-latitude environments largely missing. In this paper, we use insights from both the climate change adaptation and disaster risk reduction literature to build a conceptual framework to understand the factors and dynamics of risk and resilience to wildfires at the community level in high-latitude regions. Using an illustrative case study, the framework demonstrates how unique social and ecological features of high-latitude communities elevate their risk of wildfires and emphasizes the need to think holistically about the different spatial–temporal interactions and interdependencies between fire, humans, and climate in these regions. We find that remoteness, indigeneity, subsistence-based activities, and colonial practices, along with accelerated climate warming, are notable features influencing community risk and resilience to wildfires in high-latitude regions. This framework can help unravel the complex nature of wildfires, guide stakeholders through each phase of the disaster process, and facilitate the development and design of wildfire-related policies and strategies in high-latitude regions.

Robust Forest Fire Detection Method for Surveillance Systems Based on You Only Look Once Version 8 and Transfer Learning Approaches

“…Scientists also present an integrated modeling framework that combines wildfire probability modeling with resilience assessment. It discusses how environmental factors, land use patterns, and social dynamics influence both wildfire occurrence and community resilience [23,24].…”