Enhancing the Realism of Wildfire Simulation Using Composite Bézier Curves

Irene González Fernández, Carlos Carrillo, Ana Cortés, Tomàs Margalef

Research output: Chapter in BookChapterResearchpeer-review

3 Downloads (Pure)

Abstract

One of the consequences of climate change is the increase in forest fires around the world. In order to act quickly when this type of natural disaster occurs, it is important to have simulation tools that allow a better approximation of the evolution of the fire, especially in Wildland Urban Interface (WUI) areas. Most forest fire propagation simulators tend to represent the perimeter of the fire in a polygonal way, which often does not allow us to capture the real evolution of the fire in complex environments, both at the terrain and vegetation levels. In this work, we focus on Elliptical Wave Propagation (EWP) based simulators, which represent the perimeter of the fire with a set of points connected to each other by straight lines. When the perimeter grows and new points must be added, the interpolation method used is linear interpolation. This system generates unrealistic shapes of fires. In this work, an interpolation method leveraging Composite Bézier Curves (CBC) is proposed to generate fire evolution shapes in a more realistic way. The proposed method has been incorporated into FARSITE, a well-known EWP-based forest fire spread simulator. Both interpolation methods have been applied to ideal scenarios and a real case. The results show that the proposed interpolation method (CBC) is capable of generating more realistic fire shapes and, in addition, enables the simulator the ability to better simulate the spread of fire in WUI zones.
Original languageEnglish
Title of host publicationComputational Science – ICCS 2024 - 24th International Conference, 2024, Proceedings
EditorsLeonardo Franco, Clélia de Mulatier, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot
Pages151-165
Number of pages15
Volume14832
ISBN (Electronic)978-3-031-63749-0
DOIs
Publication statusPublished - 2024

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume14832 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities
  2. SDG 13 - Climate Action
    SDG 13 Climate Action

Keywords

  • Bezier curve
  • Forest Fire perimeter
  • Interpolation

Fingerprint

Dive into the research topics of 'Enhancing the Realism of Wildfire Simulation Using Composite Bézier Curves'. Together they form a unique fingerprint.

Cite this