Coupled hydrologic and hydraulic modeling for a lowland river basin in China

IF 5.9 1区 地球科学 Q1 ENGINEERING, CIVIL Journal of Hydrology Pub Date : 2024-11-30 DOI:10.1016/j.jhydrol.2024.132470
Jiapeng Zhang, Yanqing Lian, Qingyun Duan, Zhu Liu, Xiyezi Mao, Muwu Ling, Yashuo Guan
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Abstract

Spatially distributed hydrologic models are effective tools to simulate the terrestrial water cycle at a large scale, but limitations in flow routing would suffer modeling accuracy for their applications over river basins featuring hydraulically complex drainage systems. Passing outputs from the hydrologic model into the hydraulic model for flow routing as the so-called external coupling has been a common practice to improve modeling accuracy. However, such an approach could be cumbersome and less effective for real-time flood management. In this study, an internally coupled hydrologic-hydraulic model (ICM) was developed from the SWAT+ and SWMM models and was thoroughly evaluated for parameter sensitivity and modeling accuracy by comparing with the hydrologic model (HM) SWAT+ for their applications to a lowland watershed in Central China. The results indicate the most sensitive parameters for the vertical hydrological processes remain the same for ICM and HM although the rankings of the sensitive parameters changed and the ICM modeling accuracy has greatly improved over HM, with the NSE increased from 0.636 to 0.858 and from 0.595 to 0.831 for the calibration and validation periods, respectively. This study also showed a clear improvement of model performance by the synthetic coupled approach (SCM) or so-called external coupling. However, SCM is under performed than ICM and also had a much larger system bias than ICM. Overall, this study showed the fully coupled model is most suitable for improved simulations of hydrology and hydraulics over lowland watersheds, which could provide more reliable results for watershed management.
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中国低地河流流域水文水力耦合模拟
空间分布的水文模型是模拟大尺度陆地水循环的有效工具,但水流路径的局限性会影响其在具有水力复杂排水系统的河流流域中的应用的建模精度。将水文模型的输出作为所谓的外部耦合传递到水力学模型中以进行流动路径,这是提高建模精度的一种常见做法。然而,这种方法对于实时洪水管理来说可能是繁琐和低效的。在SWAT+和SWMM模型的基础上,建立了一个内部耦合的水文-水力模型(ICM),并通过与SWAT+水文模型(HM)的比较,对其在华中低地流域的应用进行了参数敏感性和建模精度评价。结果表明,ICM和HM对垂直水文过程的最敏感参数保持不变,但敏感参数的排名发生了变化,ICM的建模精度比HM有了很大提高,在定标期和验证期,NSE分别从0.636提高到0.858,从0.595提高到0.831。该研究还表明,通过综合耦合方法(SCM)或所谓的外部耦合,可以明显改善模型性能。然而,SCM的表现比ICM差,而且比ICM有更大的系统偏差。综上所示,全耦合模型最适合于低地流域水文水力学的改进模拟,可以为流域管理提供更可靠的结果。
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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