Fractal modeling of wildfire spread using environmental parameter fields across Mediterranean landscapes

Background Wildfire spread modeling is essential for understanding fire behavior and improving mitigation strategies. However, many existing models struggle to capture the irregular and scale-dependent nature of wildfire perimeters. Aims This study introduces a fractal-based simulation framework for modeling wildfire propagation, integrating terrain and weather-related environmental parameters. Methods We applied a modified twindragon fractal structure to simulate wildfire spread across geographic information system (GIS)-derived maps of slope, aspect, land use, Fire Weather Index (FWI) and wind direction. The model was tested on four recent wildfire events in Mediterranean landscapes. Key results The simulations reproduced observed wildfire scar shapes with good fidelity, capturing both interior and boundary complexity. The model dynamically responds to spatial variations in environmental conditions and is adaptable to different geographic contexts. Conclusions Fractal geometry provides a viable alternative for simulating wildfire spread, offering a scale-sensitive and flexible modeling approach. Implications This method may support scenario-based wildfire risk assessments and fuel management planning, and could be extended for real-time forecasting with further development.

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Publication Details

Journal
International Journal of Wildland Fire
Published
2025-11-26
DOI
https://doi.org/10.1071/wf25199
Primary Topic
Fire effects on ecosystems
Type
article
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article

Fractal modeling of wildfire spread using environmental parameter fields across Mediterranean landscapes

Anastasios Rovithakis, Manolis P. Petrakis, Apostolos Voulgarakis, Iulian-Alin Roșu et al.
International Journal of Wildland Fire
Fire effects on ecosystems
article

Fractal modeling of wildfire spread using environmental parameter fields across Mediterranean landscapes

Anastasios Rovithakis, Manolis P. Petrakis, Apostolos Voulgarakis, Iulian-Alin Roșu, Manolis Grillakis
article en

Abstract

Background Wildfire spread modeling is essential for understanding fire behavior and improving mitigation strategies. However, many existing models struggle to capture the irregular and scale-dependent nature of wildfire perimeters. Aims This study introduces a fractal-based simulation framework for modeling wildfire propagation, integrating terrain and weather-related environmental parameters. Methods We applied a modified twindragon fractal structure to simulate wildfire spread across geographic information system (GIS)-derived maps of slope, aspect, land use, Fire Weather Index (FWI) and wind direction. The model was tested on four recent wildfire events in Mediterranean landscapes. Key results The simulations reproduced observed wildfire scar shapes with good fidelity, capturing both interior and boundary complexity. The model dynamically responds to spatial variations in environmental conditions and is adaptable to different geographic contexts. Conclusions Fractal geometry provides a viable alternative for simulating wildfire spread, offering a scale-sensitive and flexible modeling approach. Implications This method may support scenario-based wildfire risk assessments and fuel management planning, and could be extended for real-time forecasting with further development.

International Journal of Wildland FireVol. 34(12)
Imperial College London (GB), Technical University of Crete (GR)
Openalex Percentile: Top 66%
Fire effects on ecosystems
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Fractal modeling of wildfire spread using environmental parameter fields across Mediterranean landscapes — Anastasios Rovithakis, Manolis P. Petrakis, et al. · International Journal of Wildland Fire (2025) | TGRS Research Map | TGRS