基于GR4J的马里克莱拉盆地降雨径流模型评价与预测

S. Keita, A. Toure, Z. Mounir, I. Daou, O. Diancoumba
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摘要

水资源的研究对于马里共和国这样的国家来说是非常重要的。这是因为萨赫勒地区的气候是由许多导致旱季提前的气候情景预测出来的。因此,本研究选择了受该现象影响的地区之一克莱拉盆地作为研究对象。因此,评估这一重要资源,以便更好地进行规划,以促进有关当局的决策,是有意义的。本研究采用GR4J水文模型对地表水流动动态进行评价。本研究的主要目的是评估和预测(分别使用RCP4.5和RCP8.5情景)克莱拉流域降雨与径流的相关性。为了实现这一目标,水流和气候数据被用作GR4J模型的输入数据。分别使用2000-2007年和2008-2013年的时间序列数据对模型进行了校准和评估。该模型的性能评价主要基于Nash-Sutcliffe效率。总体输出显示,地表水流量随着时间的推移而下降,这在最坏情景RCP8.5中更为显著。
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Assessment and Prediction of Rainfall-Runoff Models Using GR4J in the Klela Basin in Mali
The study on water resources is very important for a country like Mali Republic. This is because the climate of the Sahel is projected by many climate scenarios that contribute to a premature dry season. So, the Klela basin being one of the affected areas by the phenomenon is selected for this study. Hence, it is interesting to evaluate this vital resource for a better planning in order to facilitate the decision making from the concerned authorities. For this research, the hydrological model, GR4J, is used to evaluate the dynamics of the surface water flow. The main objective of this study is to assess and predict (using scenarios RCP4.5 and RCP8.5) the correlation between rainfall and runoff in the Klela basin. In tandem with on this objective, the water flow and climate data were used as input data into the GR4J model. The model was calibrated and evaluated using the time series data 2000-2007 and 2008-2013, respectively. The performance of the model was evaluated mainly based on the Nash-Sutcliffe efficiency. The overall outputs display that the surface water flow is declining over time and this is more significant in the worst scenario RCP8.5.
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