Historical climate impact attribution of changes in river flow and sediment loads at selected gauging stations in the Nile basin

IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Albert Nkwasa, Celray James Chawanda, Annika Schlemm, Job Ekolu, Katja Frieler, Ann van Griensven
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Abstract

The Nile basin is the second largest basin in Africa and one of the regions experiencing high climatic diversity with variability of precipitation and deteriorating water resources. As climate change is affecting most of the hydroclimatic variables across the world, this study assesses whether historical changes in river flow and sediment loads at selected gauges in the Nile basin can be attributed to climate change. An impact attribution approach is employed by constraining a process-based model with a set of factual and counterfactual climate forcing data for 69 years (1951–2019), from the impact attribution setup of the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP3a). To quantify the role of climate change, we use the non-parametric Mann-Kendall test to identify trends and calculate the differences in long-term mean annual river flow and sediment load simulations between a model setup using factual and counterfactual climate forcing data. Results for selected river stations in the Lake Victoria basin show reasonable evidence of a long-term historical increase in river flows (two stations) and sediment load (one station), largely attributed to changes in climate. In contrast, within the Blue Nile and Main Nile basins, there is a slight decrease of river flows at four selected stations under factual climate, which can be attributed to climate change, but no significant changes in sediment load (one station). These findings show spatial differences in the impacts of climate change on river flows and sediment load in the study area for the historical period.

Abstract Image

尼罗河流域选定测量站河流流量和沉积物负荷变化的历史气候影响归因
尼罗河流域是非洲第二大流域,也是气候高度多样化的地区之一,降水多变,水资源日益恶化。由于气候变化正在影响全球大多数水文气候变量,本研究评估了尼罗河流域选定测量点的河流流量和沉积物负荷的历史变化是否可归因于气候变化。本研究采用了一种影响归因方法,即利用部门间影响模型相互比较项目(ISIMIP3a)的影响归因设置中 69 年(1951-2019 年)的一组事实和反事实气候强迫数据,对基于过程的模型进行约束。为了量化气候变化的作用,我们使用非参数 Mann-Kendall 检验来确定趋势,并计算使用事实气候强迫数据和反事实气候强迫数据的模型设置之间在长期平均年河流流量和泥沙负荷模拟方面的差异。维多利亚湖流域部分河流站点的结果显示,有合理证据表明河流流量(两个站点)和泥沙量(一个站点)长期历史性增加,这主要归因于气候变化。相比之下,在青尼罗河流域和尼罗河干流流域,在事实气候条件下,四个选定站点的河流流量略有下降,这可归因于气候变化,但泥沙量(一个站点)没有显著变化。这些研究结果表明,在历史时期,气候变化对研究地区河流流量和泥沙量的影响存在空间差异。
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来源期刊
Climatic Change
Climatic Change 环境科学-环境科学
CiteScore
10.20
自引率
4.20%
发文量
180
审稿时长
7.5 months
期刊介绍: Climatic Change is dedicated to the totality of the problem of climatic variability and change - its descriptions, causes, implications and interactions among these. The purpose of the journal is to provide a means of exchange among those working in different disciplines on problems related to climatic variations. This means that authors have an opportunity to communicate the essence of their studies to people in other climate-related disciplines and to interested non-disciplinarians, as well as to report on research in which the originality is in the combinations of (not necessarily original) work from several disciplines. The journal also includes vigorous editorial and book review sections.
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