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首页> 外文期刊>International Journal of Pattern Recognition and Artificial Intelligence >Three-Dimensional Dynamic Simulation System for Forest Surface Fire Spreading Prediction
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Three-Dimensional Dynamic Simulation System for Forest Surface Fire Spreading Prediction

机译:森林地表火灾蔓延预测的三维动态仿真系统

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摘要

Forest fire is one of the most frequent, fast spreading and destructive natural disasters. Many countries have developed their own fire prediction model and computational systems to predict the fire spreading, however, the user interaction, display effect and prediction accuracy have not yet met the requirements for firefighting in real forest fire events. The forest fire spreading is a complex process affected by multi-factors. Understanding the relationships between these multi-factors and the forest fire spreading trend is vital to predicting the fire spreading promptly and accurately to make the strategy in extinguishing the forest fire. In this paper, we propose and develop a three-dimensional (3D) forest fire spreading simulation system, FFSimulator, to visualize the impact of multi-factors to the fire spread. FFSimultor integrates the multi-factor analysis approach with the FARSITE prediction model to improve the prediction. The FFSimulator developed applies 3D scene organization, template-based vector data mapping and overlaps visualization techniques to provide a 3D dynamic visualization of large-scale forest fire. The 3D multi-factors superposition analysis simulates the impacts of individual factor and multi-factors on the trend of surface fire spreading, which can be used to identify the key sites for the prevention and the control of forest fires. The system has been tested and evaluated using real data of Shanghan forest fire.
机译:森林火灾是最频繁,传播迅速和破坏性最严重的自然灾害之一。许多国家已经开发了自己的火灾预测模型和计算系统来预测火灾的蔓延,但是,用户交互,显示效果和预测精度尚未满足实际森林火灾中消防的要求。森林火灾的蔓延是一个受多种因素影响的复杂过程。了解这些多因素与森林火灾蔓延趋势之间的关系,对于迅速,准确地预测火灾蔓延,制定扑灭森林火灾的策略至关重要。在本文中,我们提出并开发了一个三维(3D)森林火灾蔓延模拟系统FFSimulator,以可视化多因素对火灾蔓延的影响。 FFSimultor将多因素分析方法与FARSITE预测模型集成在一起,以改进预测。开发的FFSimulator应用3D场景组织,基于模板的矢量数据映射和重叠可视化技术,以提供大型森林火灾的3D动态可视化。 3D多因素叠加分析可模拟单个因素和多因素对地表火灾蔓延趋势的影响,可用于识别预防和控制森林火灾的关键地点。该系统已经使用上汉森林火灾的真实数据进行了测试和评估。

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