Modelling wildfire spread and spotfire merger using conformal mapping and AAA-least squares methods

A two-dimensional model of wildfire spread and merger is presented. Three features affect the wildfire propagation: (i) a constant basic rate of spread term accounting for radiative and convective heat transfer, (ii) the unidirectional, constant ambient wind, and (iii) a fire-induced pyrogenic wind. Two numerical methods are proposed to solve for the pyrogenic potential. The first utilises the conformal invariance of Laplace’s equation, reducing the wildfire system to a single Polubarinova–Galin type equation. The second method uses a AAA-least squares method to find a rational approximation of the pyrogenic potential. Various wildfire scenarios are presented and the effects of the pyrogenic wind and the radiative/convective basic rate of spread terms investigated. Firebreaks such as roads and lakes are also included and solutions are found to match well with existing numerical and experimental results. The methods proposed in this work are suitably fast and new to the field of wildfire modelling.

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Publication Details

Journal
UCL Discovery (University College London)
Published
2025-02-10
Primary Topic
Evolution and Genetic Dynamics
Type
article
Field-Weighted Citation Impact
0.00

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article

Modelling wildfire spread and spotfire merger using conformal mapping and AAA-least squares methods

UCL Discovery (University College London)
Evolution and Genetic Dynamics
article

Modelling wildfire spread and spotfire merger using conformal mapping and AAA-least squares methods

article en

Abstract

A two-dimensional model of wildfire spread and merger is presented. Three features affect the wildfire propagation: (i) a constant basic rate of spread term accounting for radiative and convective heat transfer, (ii) the unidirectional, constant ambient wind, and (iii) a fire-induced pyrogenic wind. Two numerical methods are proposed to solve for the pyrogenic potential. The first utilises the conformal invariance of Laplace’s equation, reducing the wildfire system to a single Polubarinova–Galin type equation. The second method uses a AAA-least squares method to find a rational approximation of the pyrogenic potential. Various wildfire scenarios are presented and the effects of the pyrogenic wind and the radiative/convective basic rate of spread terms investigated. Firebreaks such as roads and lakes are also included and solutions are found to match well with existing numerical and experimental results. The methods proposed in this work are suitably fast and new to the field of wildfire modelling.

UCL Discovery (University College London)
University College London (GB)
Commonwealth Scientific and Industrial Research Organisation, Engineering and Physical Sciences Research Council
Openalex Percentile: Top 38%
Evolution and Genetic Dynamics
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