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Luca Nieding

Publications and source records attributed to Luca Nieding.

2 recordsLinked to original sources

Recent Analytical and Computational Developments on the Advection-Diffusion-Reaction Wildfire Model

Wildfires represent a problem for ecosystems, human activities, and economies, driven by the climate crisis and land-use changes. Predicting wildfire propagation through mathematical modelling is essential for damage mitigation and risk assessment. This paper provides a comprehensive review of a physics-based Advection-Diffusion-Reaction (ADR) model, focusing on the balance between physical accuracy and computational efficiency. We analyze the ability of the ADR model to estimate fire front speed and behaviour and discuss its preliminary mathematical properties. Additionally, we discuss some modelling improvements which enhance the physical realism of the model. Furthermore, we address the challenge of reducing computational costs, emphasizing the need for inexpensive but precise numerical schemes. We report recent findings outlining open challenges in model discretization and technological solutions. All these developments highlight the potential of ADR models as powerful tools for efficient wildfire simulation and risk assessment.

math.AP

Impact of topography and combustion functions on fire front propagation in an advection-diffusion-reaction model for wildfires

Given the recent increase in wildfires, developing a better understanding of their dynamics is crucial. For this purpose, the advection-diffusion-reaction model has been widely used to study wildfire dynamics. In this study, we introduce the previously unconsidered influence of topography through an additional advective term. Furthermore, we propose a linear term for the combustion function, comparing it with the commonly used Arrhenius law to offer a simpler model for further analysis. Our findings on the model's dynamics are supported by numerical simulations showing the differences of model extensions and approximations.

physics.flu-dyn