Efficient Debris-flow Simulation for Steep Terrain Erosion
Aryamaan Jain, Bedrich Benes, Guillaume Cordonnier
摘要
Erosion simulation is a common approach used for generating and authoring mountainous terrains. While water is considered the primary erosion factor, its simulation fails to capture steep slopes near the ridges. In these low-drainage areas, erosion is often approximated with slope-reducing erosion, which yields unrealistically uniform slopes. However, geomorphology observed that another process dominates the low-drainage areas: erosion by debris flow, which is a mixture of mud and rocks triggered by strong climatic events. We propose a new method to capture the interactions between debris flow and fluvial erosion thanks to a new mathematical formulation for debris flow erosion derived from geomorphology and a unified GPU algorithm for erosion and deposition. In particular, we observe that sediment and debris deposition tend to intersect river paths, which motivates the design of a new, approximate flow routing algorithm on the GPU to estimate the water path out of these newly formed depressions. We demonstrate that debris flow carves distinct patterns in the form of erosive scars on steep slopes and cones of deposited debris competing with fluvial erosion downstream.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了每一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper2
- Arenite: A Physics-based Sandstone SimulatorZhanyu Yang, Aryamaan Jain, Guillaume Cordonnier, Marie-Paule Cani 等SIGGRAPH 2025
- Pixels2Peaks: Converting Terrain Images to HeightmapsAryamaan Jain, James Gain, Guillaume CordonnierSIGGRAPH 2026
相关 Paper
- Forming Terrains by Glacial ErosionGuillaume Cordonnier, Guillaume Jouvet, Adrien Peytavie, Jean Braun 等SIGGRAPH 2023 · 被引用 21 次
- Stochastic geomorphological transport for terrain erosion simulationNicholas McDonald, Guillaume CordonnierSIGGRAPH 2026
- Terrain Amplification using Multi Scale ErosionHugo Schott, Eric Galin, Eric Guérin, Axel Paris 等SIGGRAPH 2024 · 被引用 4 次
- Terrain Diffusion Network: Climatic-Aware Terrain Generation with Geological Sketch GuidanceZexin Hu, Kun Hu, Clinton Mo, Lei Pan 等AAAI 2024 · 被引用 8 次
- Volume-Preserving LBM-MPM Coupling for Air-Water-Sand MixturesXiaoyu Xiao, Haoxiang Wang, Xiaokang Yang, Mathieu Desbrun 等SIGGRAPH 2026
