Work

Wildfire causes in mainland Portugal: Municipal-scale hotspots and non-stationary spatial drivers

Year: 2026
Type: article
Abstract: = 0.530) were positively associated with firefighter density, reflecting operational allocation patterns rather than causal effects, and were influenced by shrubland cover. These findings highlight the importance of spatial scale and non-stationary modelling for understanding wildfire ignition processes. Municipal scale spatial analysis provides an operationally relevant framework to support targeted fire prevention strategies and evidence-based policies aimed at reducing human caused ignitions and mitigating wildfire risk under increasingly severe fire weather conditions.
Language: English
Open Access status: hybrid
Estimated APC paid: $3,750
OpenAlex ID: W7135082291
FWCI: 3.175
Cites: 59
Cited by: 1
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