Fire in paradise: mesoscale simulation of wildfires
Torsten Hädrich, Daniel T. Banuti, Wojciech Palubicki, Sören Pirk, Dominik L. Michels
摘要
Resulting from changing climatic conditions, wildfires have become an existential threat across various countries around the world. The complex dynamics paired with their often rapid progression renders wildfires an often disastrous natural phenomenon that is difficult to predict and to counteract. In this paper we present a novel method for simulating wildfires with the goal to realistically capture the combustion process of individual trees and the resulting propagation of fires at the scale of forests. We rely on a state-of-the-art modeling approach for large-scale ecosystems that enables us to represent each plant as a detailed 3D geometric model. We introduce a novel mathematical formulation for the combustion process of plants - also considering effects such as heat transfer, char insulation, and mass loss - as well as for the propagation of fire through the entire ecosystem. Compared to other wildfire simulations which employ geometric representations of plants such as cones or cylinders, our detailed 3D tree models enable us to simulate the interplay of geometric variations of branching structures and the dynamics of fire and wood combustion. Our simulation runs at interactive rates and thereby provides a convenient way to explore different conditions that affect wildfires, ranging from terrain elevation profiles and ecosystem compositions to various measures against wildfires, such as cutting down trees as firebreaks, the application of fire retardant, or the simulation of rain.
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- Ecoclimates: climate-response modeling of vegetationWojtek Palubicki, Milosz Makowski, Weronika Gajda, Torsten Hädrich 等SIGGRAPH 2022 · 被引用 30 次
- Rhizomorph: The Coordinated Function of Shoots and RootsBosheng Li, Jonathan Klein, Dominik L. Michels, Bedrich Benes 等SIGGRAPH 2023 · 被引用 18 次
- Scintilla: Simulating Combustible Vegetation for WildfiresAndrzej Kokosza, Helge Wrede, Daniel Gonzalez Esparza, Milosz Makowski 等SIGGRAPH 2024 · 被引用 15 次
- Cyclogenesis: Simulating Hurricanes and TornadoesJorge Alejandro Amador Herrera, Jonathan Klein, Daoming Liu, Wojtek Palubicki 等SIGGRAPH 2024 · 被引用 7 次
- FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian SplattingQianfan Shen, Ningxiao Tao, Qiyu Dai, Tianle Chen 等ICLR 2026 · 被引用 3 次
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