首页> 外文期刊>International journal of river basin management: JRBM >Modelling of streamflow before and after dam construction in the Mono River Basin in Togo-Benin, West Africa
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Modelling of streamflow before and after dam construction in the Mono River Basin in Togo-Benin, West Africa

机译:西非多哥-贝宁莫诺河流域大坝建设前后的径流建模

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摘要

The sub-tropical region of West Africa is not only vulnerable to the negative effects of climate change but also to the changes in land management. The goal of this study was to model streamflow in the Mono River Basin (MRB) for the period before (1964-1986) and after (1988-2011) dam construction. The Soil and Water Assessment Tool (SWAT) using input data such as a digital elevation model, soil and land use, and daily climate data model was set up, calibrated and validated for the period before dam construction (SIM1) and after dam construction (SIM2). The model sensitivity analysis, calibration and uncertainty analysis were performed based on daily observed streamflow using the Sequential Uncertainty Fitting procedure (SUFI-2) algorithm. The change in seasonal and annual streamflow between SIM1 and SIM2 was assessed and linked with land use/cover change between 1975 and 2000. The SWAT model shows satisfactory performance with Kling-Gupta Efficiency (KGE) >= 0.60 and percent bias vertical bar PBIAS vertical bar = 0.50 and vertical bar PBIAS vertical bar <= +/- 15 during validation of SIM1 and SIM2. The results further showed that the construction of the dam affected the hydrological system of the catchment with a change in annual average streamflow between SIM1 and SIM2 of -14.13, -19.86 and 3.66 at Athieme, Tetetou and Corrokope stations, respectively. The simulated average streamflow amplitude of SIM2 has decreased globally compared to SIM1. Therefore, the changes detected in land use/cover may have affected the average streamflow in response to the difference in amplitude simulated streamflow of SIM1 and SIM2. The finding of this analysis demonstrated that the impacts of dam construction on streamflow are challenging and crucial for water resource management in MRB.
机译:西非亚热带地区不仅容易受到气候变化的负面影响,而且容易受到土地管理变化的影响。本研究的目的是模拟莫诺河流域 (MRB) 在大坝建设之前(1964-1986 年)和之后(1988-2011 年)的流量。使用数字高程模型、土壤和土地利用以及每日气候数据模型等输入数据,在大坝建设前(SIM1)和大坝建设后(SIM2)建立、校准和验证土壤和水评估工具(SWAT)。基于每日观测到的流速,采用顺序不确定度拟合(Sufi-2)算法进行模型灵敏度分析、标定和不确定度分析。对1975年至2000年间SIM1和SIM2之间季节性和年度径流的变化进行了评估,并将其与土地利用/覆盖变化联系起来。SWAT 模型在校准期间的 Kling-Gupta 效率 (KGE) >= 0.60 和百分比偏置垂直条 PBIAS 垂直条 = 0.50 和垂直条 PBIAS 垂直条 <= +/- 15 显示出令人满意的性能。结果表明,大坝的建设对流域水文系统的影响,在Athieme、Tetetou和Corrokope站,SIM1和SIM2之间的年平均流量变化分别为-14.13%、-19.86%和3.66%。与 SIM1 相比,SIM2 的模拟平均流幅在全球范围内有所下降。因此,由于SIM1和SIM2模拟径流幅度的差异,在土地利用/覆被中检测到的变化可能影响了平均径流。该分析的结果表明,大坝建设对径流的影响具有挑战性,对MRB的水资源管理至关重要。

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