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Simulation of Midwest Flood 2008: Levee Breaching and Flood Propagation

机译:2008年中西部洪水模拟:堤防破坏和洪水泛滥

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In June, 2008, the Mississippi River in the Midwest USA experienced a high flood. More than 22 breached levees were observed along the Mississippi River, resulting in at least 24 fatalities in 51 counties in 5 states (Illinois, Missouri, Wisconsin, Iowa, and Minnesota). In order to study the flood impact on agriculture in the flood zones, the computational model, CCHE2D, was applied to simulate levee breaching and flood propagation in one reach of the Mississippi River near Canton City, Missouri. Due to the difficulty in obtaining field data for such large scale problems, remote sensing imageries were used to estimate the location, width and timing of breaching, the distribution of Manning's resistance coefficients, and the inundation area. The computational model was verified and validated using mathematical methods, as well as experimental and field dam break flow data before being applied to this case. A series of satellite imagery and several digital image processing techniques were used to identify the processes of flood wave propagation and inundation in the field for this study. Because levee breaching took a short time in comparison to that of the overall flooding process, the levee breaching process was computed using a simplified model to enhance computing efficiency. A hybrid method to combine the explicit and implicit scheme-based models was also developed and applied which greatly reduced the simulation time. The total time needed with this hybrid method was about 2% of that for the explicit method. The computational results have been compared with a series of satellite digital imagery, and it shows the simulation agreed well with what happened. The developed modeling system has a strong potential to be used for emergency management.
机译:2008年6月,美国中西部的密西西比河遭遇了洪灾。在密西西比河沿岸观察到超过22条违规堤坝,在5个州(伊利诺伊州,密苏里州,威斯康星州,爱荷华州和明尼苏达州)的51个县中至少造成24人死亡。为了研究洪水对洪灾地区农业的影响,将计算模型CCHE2D用于模拟密苏里州坎顿市附近的密西西比河一带的堤防破坏和洪水传播。由于难以获得针对此类大规模问题的现场数据,因此使用遥感影像来估计破坏的位置,宽度和时机,曼宁抵抗系数的分布以及淹没面积。在将计算模型应用于此案例之前,已使用数学方法以及实验和现场溃坝流量数据进行了验证和验证。本研究使用一系列卫星图像和几种数字图像处理技术来确定洪水波在野外传播和淹没的过程。与整个洪水过程相比,堤防违规花费的时间短,因此使用简化模型来计算堤防违规过程以提高计算效率。还开发并应用了一种将显式和隐式基于模型的模型相结合的混合方法,从而大大减少了仿真时间。此混合方法所需的总时间约为显式方法的总时间的2%。将计算结果与一系列卫星数字图像进行了比较,结果表明仿真与所发生的事情非常吻合。开发的建模系统具有用于应急管理的强大潜力。

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