未来气候变化对西非河流流域流量季节性的影响

T. Babalola, P. Oguntunde, A. Ajayi, F. Akinluyi
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引用次数: 0

摘要

气候变化是可持续水资源的一个问题。本研究考察了气候变化对西非两个河流流域河流流量季节性的影响;尼日尔河流域和Hadejia-Jama 'are komaduguu - yobe盆地(HJKYB)。这些盆地的仪表位于尼日利亚境内,覆盖了主要的气候环境。在这里,我们建立并验证了这些河流的超分辨率全球水文模型PCR-GLOBWB。时间序列图以及克林-古普塔效率(KGE)等五个绩效评价指标;均方根与观测值标准差之比(RSR);百分比偏差(PBIAS);Nash-Sutcliffe效率标准(NSE);采用决定系数r2来验证PCR-GLOBWB的模拟能力。在PBIAS(- 25 ~ 0.8)、NSE(0.6 ~ 0.8)、RSR(0.62 ~ 0.4)、r2(0.62 ~ 0.88)和KGE(0.69 ~ 0.88)的限定条件下,各条河流的验证结果从满意到非常好。利用5个全球气候模型对代表性浓度路径(rcp) 4.5和8.5的气候预估驱动模型进行影响评估。我们研究了远未来(2070-2099年)季节流量预期变化的中位数和范围。结果表明,气候变化的影响导致各河流在高流量期开始时流量减少,而在高流量期结束时流量增加。在尼日尔河流域,在Lokoja水位上,在RCP 4.5(6月至7月)和RCP 8.5(6月至8月)下,预计的减少量分别为512 m3/s和3652 m3/s。沪深三所选择的指标也显示出类似的影响。8 - 11月,在Gashua表,排放量分别增加了371 m3/s (RCP8.5)和191 m3/s (RCP4.5)。在Bunga标尺处,从6月至7月/ 8月至10月,模拟了-91 m3/s/+84 m3/s (RCP 8.5)和-40 m3/s/+31 m3/s/(RCP 4.5)的减少/增加。而在Wudil压力表,预计从6月到8月/ 9月到12月,排放量将减少/增加- 39/+133 m3/s (RCP8.5)和- 40/133 m3/s (rcp4.5)。减少的原因是雨季推迟开始。在高端排放情景(RCP8.5)下,预测的河流流量季节性都被放大。这一发现支持了减少温室气体排放对季节性河流排放制度的潜在优势。我们的研究预计将为政策制定者和流域开发当局提供有用的信息,从而在气候变化和农业扩张需求增加的背景下改善水资源管理方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Future Climate Change Impacts on River Discharge Seasonality for Selected West African River Basins
The changing climate is a concern to sustainable water resources. This study examined climate change impacts on river discharge seasonality in two West African river basins; the Niger river basin and the Hadejia-Jama’are Komadugu-Yobe Basin (HJKYB). The basins have their gauges located within Nigeria and cover the major climatic settings. Here, we set up and validated the hyper resolution global hydrological model PCR-GLOBWB for these rivers. Time series plots as well five performance evaluation metrics such as Kling–Gupta efficiency (KGE),); the ratio of RMSE-observations standard deviation (RSR); per cent bias (PBIAS); the Nash–Sutcliffe Efficiency criteria (NSE); and, the coefficient of determination (r2), were employed to verify the PCR-GLOBWB simulation capability. The validation results showed from satisfactory to very good on individual rivers as specified by PBIAS (−25 to 0.8), NSE (from 0.6 to 0.8), RSR (from 0.62 to 0.4), r2 (from 0.62 to 0.88), and KGE (from 0.69 to 0.88) respectively. The impact assessment was performed by driving the model with climate projections from five global climate models for the representative concentration pathways (RCPs) 4.5 and 8.5. We examined the median and range of expected changes in seasonal discharge in the far future (2070–2099). Our results show that the impacts of climate change cause a reduction in discharge volume at the beginning of the high flow period and an increase in discharge towards the ending of the high flow period relative to the historical period across the selected rivers. In the Niger river basin, at the Lokoja gauge, projected decreases added up to 512 m3/s under RCP 4.5 (June to July) and 3652 m3/s under RCP 8.5 (June to August). The three chosen gauges at the HJKYB also showed similar impacts. At the Gashua gauge, discharge volume increased by 371 m3/s (RCP8.5) and 191 m3/s (RCP4.5) from August to November. At the Bunga gauge, a reduction/increase of -91 m3/s/+84 m3/s (RCP 8.5) and -40 m3/s/+31 m3/s/(RCP 4.5) from June to July/August to October was simulated. While at the Wudil gauge, a reduction/increase in discharge volumes of −39/+133 m3/s (RCP8.5) and −40/133 m3/s (RCP 4.5) from June to August/September to December is projected. This decrease is explained by a delayed start of the rainy season. In all four rivers, projected river discharge seasonality is amplified under the high-end emission scenario (RCP8.5). This finding supports the potential advantages of reduced greenhouse gas emissions for the seasonal river discharge regime. Our study is anticipated to provide useful information to policymakers and river basin development authorities, leading to improved water management schemes within the context of changing climate and increasing need for agricultural expansion.
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