Modelling non-stationary extreme streamflow in Peninsular Malaysia

Q2 Social Sciences
N. Jan, A. Shabri, Jean Hounkpè, Basri Badyalina
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引用次数: 12

Abstract

Global change has raised concerns among hydrologists about the use of the stationary assumption (independent and identically distributed flood series) in infrastructure-designed methods. This confirms the necessity of evaluating the stationary or non-stationary behaviour of hydrological variables before deriving flood plans for infrastructure projects and flood mitigation. Trends were evaluated in the annual maximal streamflow of 49 stations in Peninsular Malaysia, using the Mann Kendall and Spearman Rho trend tests. Three models, a stationary model (GEV0) and two non-stationary models, with: 1) location parameter; 2) location and log-transformed scale parameters as a linear function of time (GEV2), were considered for stations with significant trend. It was found that a quarter of the analysed stations show statistically significant trends in their annual maximal streamflow. These results indicate the importance of taking into consideration the non-stationary behaviour of the flood series in order to improve the quality of flood estimation.
马来西亚半岛非平稳极端水流的模拟
全球变化引起了水文学家对在基础设施设计方法中使用平稳假设(独立且同分布的洪水序列)的担忧。这证实了在制定基础设施项目和防洪计划之前,有必要评估水文变量的平稳或非平稳行为。使用Mann-Kendall和Spearman-Rho趋势测试对马来西亚半岛49个站点的年最大流量趋势进行了评估。三个模型,一个平稳模型(GEV0)和两个非平稳模型,具有:1)位置参数;2) 对于具有显著趋势的站点,考虑了作为时间线性函数(GEV2)的位置和对数变换的尺度参数。研究发现,四分之一的分析站点在其年度最大流量方面显示出统计上显著的趋势。这些结果表明,为了提高洪水估计的质量,考虑洪水序列的非平稳性非常重要。
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来源期刊
International Journal of Water
International Journal of Water Social Sciences-Geography, Planning and Development
CiteScore
0.40
自引率
0.00%
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0
期刊介绍: The IJW is a fully refereed journal, providing a high profile international outlet for analyses and discussions of all aspects of water, environment and society.
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