Three dimensional forest dynamic evolution based on hydraulic erosion and forest fire disturbance

IF 2.8 4区 计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING Computers & Graphics-Uk Pub Date : 2025-02-01 DOI:10.1016/j.cag.2024.104152
Qingkuo Meng, Yongjian Huai, Xiaoying Wang, Ziyang Li, Rui Zhang, Xiaoying Nie
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Abstract

Forest ecosystems can change due to both human activities and climatic factors, particularly shifts in temperature, rain, and wind patterns. Topographic changes caused by rains and structural shifts induced by forest fires represent two primary disturbance events in forest environments. These disturbances are influenced by weather factors and exhibit complex effects on forest dynamics, characterized by regional, seasonal, and stochastic variations. Consequently, examining the interactions between weather patterns and forest evolution through computer graphics holds significant research value. Vegetation and terrain modeling are fundamental to generating realistic forest landscapes. We employ physically-based procedural erosion to simulate geomorphological erosion processes, while further exploring vegetation-terrain interactions to create high-resolution landscapes. Using data from real forest landscapes, we incorporate fire ignition points to simulate forest fire occurrence and spread by modeling wildfire combustion and heat transfer processes, which accurately capture fire dynamics. This enables the simulation of forest fire scenarios under various environmental conditions, allowing us to assess the combined impacts of rainfall and forest fires on forest landscapes. Additionally, the model ensures real-time interaction, supporting the creation of immersive and responsive landscape simulations.

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基于水力侵蚀和森林火灾扰动的三维森林动态演化
森林生态系统会因人类活动和气候因素而发生变化,尤其是温度、降雨和风型的变化。降雨引起的地形变化和森林火灾引起的结构变化是森林环境的两个主要干扰事件。这些扰动受天气因素的影响,对森林动态表现出复杂的影响,具有区域、季节和随机变化的特点。因此,通过计算机图形学研究天气模式与森林演化之间的相互作用具有重要的研究价值。植被和地形建模是生成真实森林景观的基础。我们采用基于物理的程序性侵蚀来模拟地貌侵蚀过程,同时进一步探索植被-地形的相互作用,以创建高分辨率的景观。利用真实森林景观数据,通过模拟野火燃烧和传热过程,结合火点模拟森林火灾的发生和蔓延,准确捕捉火灾动态。这使我们能够模拟各种环境条件下的森林火灾情景,从而评估降雨和森林火灾对森林景观的综合影响。此外,该模型确保实时交互,支持创建沉浸式和响应式景观模拟。
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来源期刊
Computers & Graphics-Uk
Computers & Graphics-Uk 工程技术-计算机:软件工程
CiteScore
5.30
自引率
12.00%
发文量
173
审稿时长
38 days
期刊介绍: Computers & Graphics is dedicated to disseminate information on research and applications of computer graphics (CG) techniques. The journal encourages articles on: 1. Research and applications of interactive computer graphics. We are particularly interested in novel interaction techniques and applications of CG to problem domains. 2. State-of-the-art papers on late-breaking, cutting-edge research on CG. 3. Information on innovative uses of graphics principles and technologies. 4. Tutorial papers on both teaching CG principles and innovative uses of CG in education.
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