Developing Intensity-Duration-Frequency (IDF) Curves Based on Rainfall Cumulative Distribution Frequency (CDF) for Can Tho City, Vietnam

IF 1.6 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY
Huỳnh Vương Thu Minh, Kim Lavane, Le Thi Lanh, Lam Van Thinh, Nguyen Phuoc Cong, T. Ty, N. Downes, Pankaj Kumar
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引用次数: 7

Abstract

Information on the relationship between rainfall intensity, duration and accumulation frequency or return period (IDF) is commonly utilized in the design and management of urban drainage systems. Can Tho City, located in the Vietnamese Mekong Delta, is a city which has recently invested heavily in upgrading its stormwater drainage systems in the hope of preventing reoccurring flood events. Yet, much of these works were designed based on obsolete and outdated IDF rainfall curves. This paper presents an updated IDF curve for design rainfall for Can Tho City. For each duration and designated return period, a cumulative distribution function (CDF) was developed using the Pearson III, Log-Pearson III, and Log-Normal distribution functions. In order to choose the best IDF rainfall curve for Can Tho City, the CDF rainfall curve and empirical formulas used in Vietnam and Asia (Vietnamese standard 7957:2008, Department of Hydrology, Ministry of Transportation, Talbot, Kimijima, and Bermard) were compared. The goodness of fit between the IDF relationship generated by the frequency analysis (CDF curve), and that predicted by the IDF empirical formulas was assessed using the efficiency index (EI), and the root mean squared error (RMSE). The IDF built from Vietnam’s standard TCVN 7957:2008 with new parameters (A = 9594, C = 0.5, b = 26, n = 0.96) showed the best performance, with the highest values of EI (0.84 ≤EI≤ 0.93) and the lowest values of RMSE (2.5 ≤RMSE≤ 3.2), when compared to the other remnants.
基于降雨累积分布频率(CDF)的越南芹苴市强度-持续时间-频率(IDF)曲线
在城市排水系统的设计和管理中,通常利用有关降雨强度、持续时间和累积频率或回复期之间关系的资料。芹苴市位于越南湄公河三角洲,该市最近投入巨资升级其雨水排水系统,希望防止洪水事件再次发生。然而,这些作品大多是基于过时的IDF降雨曲线设计的。本文提出了芹苴市设计雨量的更新IDF曲线。对于每个持续时间和指定的返回期,使用Pearson III, Log-Pearson III和Log-Normal分布函数开发了累积分布函数(CDF)。为了选择最适合芹托市的IDF降雨曲线,将CDF降雨曲线与越南和亚洲使用的经验公式(越南标准7957:2008,Ministry of Hydrology, Ministry of Transportation, Talbot, Kimijima, and Bermard)进行了比较。利用效率指数(EI)和均方根误差(RMSE)对频率分析生成的IDF关系(CDF曲线)与IDF经验公式预测的IDF关系的拟合优度进行评价。采用新参数(A = 9594, C = 0.5, b = 26, n = 0.96)的越南标准TCVN 7957:2008型IDF与其他残品相比,EI值最高(0.84≤EI≤0.93),RMSE值最低(2.5≤RMSE≤3.2),表现出最佳性能。
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来源期刊
Earth Interactions
Earth Interactions 地学-地球科学综合
CiteScore
2.70
自引率
5.00%
发文量
16
审稿时长
>12 weeks
期刊介绍: Publishes research on the interactions among the atmosphere, hydrosphere, biosphere, cryosphere, and lithosphere, including, but not limited to, research on human impacts, such as land cover change, irrigation, dams/reservoirs, urbanization, pollution, and landslides. Earth Interactions is a joint publication of the American Meteorological Society, American Geophysical Union, and American Association of Geographers.
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