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Developing an effective 2-D urban flood inundation model for city emergency management based on cellular automata

机译:基于元胞自动机开发有效的二维城市洪水淹没模型用于城市应急管理

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摘要

Flash floods have occurred frequently in the urban areas of southern China. An effective process-oriented urban flood inundation model is urgently needed for urban storm-water and emergency management. This study develops an efficient and flexible cellular automaton (CA) model to simulate storm-water runoff and the flood inundation process during extreme storm events. The process of infiltration, inlets discharge and flow dynamics can be simulated with little preprocessing on commonly available basic urban geographic data. In this model, a set of gravitational diverging rules are implemented to govern the water flow in a rectangular template of three cells by three cells of a raster layer. The model is calibrated by one storm event and validated by another in a small urban catchment in Guangzhou of southern China. The depth of accumulated water at the catchment outlet is interpreted from street-monitoring closed-circuit television (CCTV) videos and verified by on-site survey. A good level of agreement between the simulated process and the reality is reached for both storm events. The model reproduces the changing extent and depth of flooded areas at the catchment outlet with an accuracy of 4 cm in water depth. Comparisons with a physically based 2-D model (FloodMap) show that the model is capable of effectively simulating flow dynamics. The high computational efficiency of the CA model can meet the needs of city emergency management.
机译:中国南方城市经常发生山洪暴发。迫切需要一种有效的,以过程为导向的城市洪水泛滥模型,以应对城市雨水和应急管理。这项研究开发了一种高效且灵活的元胞自动机(CA)模型,以模拟极端风暴事件期间的雨水径流和洪水淹没过程。渗透,进水口流量和水流动力学的过程几乎无需对常用的基本城市地理数据进行预处理即可进行模拟。在此模型中,实现了一组重力发散规则,以通过栅格图层的三个像元控制三个像元的矩形模板中的水流。该模型通过一次风暴事件进行了校准,并在中国南方广州的一个小型城市集水区中进行了另一次验证。集水口处积水的深度可以通过监控街道的闭路电视(CCTV)视频进行解释,并通过现场调查进行验证。对于两种暴风雨事件,模拟过程都与现实之间达成了良好的协议水平。该模型再现了流域出口处淹没区域的变化程度和深度,水深精度为4 cm。与基于物理的二维模型(FloodMap)的比较表明,该模型能够有效地模拟流动动力学。 CA模型的高计算效率可以满足城市应急管理的需求。

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