降雨空间分布方法对基于水动力模型的山洪模拟的影响

IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Nan Sun, Wei Huang, Maggie Creed, Xihuan Sun
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引用次数: 0

摘要

在小的山地集水区,降雨的时空分辨率在整个集水区之间会有很大的差异。然而,这些地区的雨量测量站可能很稀少,收集的数据可能无法反映整个流域的真实雨量分布。在对山洪进行建模时,找到一种合适的方法来估计实际降雨分布是非常重要的。在这项研究中,利用一个完整的二维深度平均浅水水动力模型,研究了不同方法获得用于山洪数值模拟的时空降雨分布的有效性。结果表明,采用适当的经验系数,Thiessen多边形法和逆距离加权插值法(IDW)所得到的结果与观测到的水位和流量曲线吻合较好。结果表明,均匀分布方法不能反映山区小流域山洪暴发事件中降雨的真实时空变化。通过将现有数据与常见的IDW方法相结合,可以估计小流域中缺失的降雨时间序列数据,即使是在短时间尺度上,例如一次山洪暴发事件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Impact of Spatial Distribution Methods for Rainfall on Flash Floods Modelling Using a Hydrodynamic Model

Impact of Spatial Distribution Methods for Rainfall on Flash Floods Modelling Using a Hydrodynamic Model

In small mountain catchments, the spatial and temporal resolution of rainfall can vary significantly across the catchment. However, rainfall gauging stations can be sparse in these regions, and collected data may not reflect the real rainfall distribution across the catchment. When modelling flash floods, finding a suitable approach to estimate the actual rainfall distribution is nontrivial. In this study, the effectiveness of different methods for obtaining a spatial and temporal rainfall distribution for use in numerical modelling of flash floods was investigated using a full two-dimensional depth-averaged shallow-water hydrodynamic model. It was demonstrated that the Thiessen polygon method and the inverse distance weighted interpolation method (IDW), with appropriate empirical coefficients, produce results in agreement with observed stage and discharge hydrographs. We show that the uniform distribution method cannot be used to represent realistic spatial and temporal variability of rainfall for flash flood events in small mountain catchments. By combining available data with the common IDW method, missing rainfall timeseries data in a small catchment can be estimated, even for short-duration time scales, such as a single flash flood event.

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来源期刊
Journal of Flood Risk Management
Journal of Flood Risk Management ENVIRONMENTAL SCIENCES-WATER RESOURCES
CiteScore
8.40
自引率
7.30%
发文量
93
审稿时长
12 months
期刊介绍: Journal of Flood Risk Management provides an international platform for knowledge sharing in all areas related to flood risk. Its explicit aim is to disseminate ideas across the range of disciplines where flood related research is carried out and it provides content ranging from leading edge academic papers to applied content with the practitioner in mind. Readers and authors come from a wide background and include hydrologists, meteorologists, geographers, geomorphologists, conservationists, civil engineers, social scientists, policy makers, insurers and practitioners. They share an interest in managing the complex interactions between the many skills and disciplines that underpin the management of flood risk across the world.
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