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基于GIS和蜂自动机的斜坡雨水运动过程模型及其应用
Lei Liu1,2, Yu Chen3,4, Yanjun Zhang3,4
1Wuhan Center, China Geological Survey (Geosciences Innovation Center of Central South China), Wuhan, 430205, Hubei, China. martianstar@163.com.
Scientific reports
|April 28, 2024
概括
这项研究引入了一个蜂自动机 (CA) 模型来模拟斜坡上的降雨下水,改进了绿色-安普特 (G-A) 模型. 该CA模型准确地预测了斜坡雨水运动,透和下水,增强了斜坡稳定性分析.
科学领域:
- 地质技术工程 地质技术工程
- 水文学的水文学
- 计算科学 计算科学
背景情况:
- 降雨是山坡不稳定的一个主要因素.
- 模拟斜坡雨水运动对于降雨诱导的斜坡稳定性分析至关重要.
研究的目的:
- 开发一个高效和精确的雨水运动模型,用于斜坡.
- 模拟和分析雨水运动,透和自然斜坡上的下水过程.
主要方法:
- 开发了一种基于蜂自动机 (CA) 的雨水运动模型.
- 修改了Green-Ampt (G-A) 透模型,采用圆形的水含量曲线和和不和深度比系数.
- 精确的规则流量产生和收在斜坡上的收.
主要成果:
- 该CA模型的透计算与实验值非常接近,略高于测量数据.
- 流水计算显示了最初的增加,然后稳定,与测量值保持一致.
- 该模型在模拟斜坡透,透和排水方面表现优于修改后的GA模型.
结论:
- 开发的CA模型准确地描述了斜坡透和下水的空间和时间动态.
- 该模型提供了一种全面的方法来分析雨水诱导的斜坡稳定性.
- 该CA模型为斜坡上的水文过程提供了增强的预测能力.
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