Wubneh Melsew A, Worku Tadege A, Chekol Bantalem Z
Department of Hydraulic and Water Resources Engineering, University of Gondar, Gondar, Ethiopia.
Department of Hydraulic and Water Resources Engineering, Debre Tabor University, Debre Tabor, Ethiopia.
Heliyon. 2023 Feb 21;9(3):e13941. doi: 10.1016/j.heliyon.2023.e13941. eCollection 2023 Mar.
Climate change's influence on water resource availability in watersheds must be evaluated to ensure food and water security. Using an ensemble of two global climate models (MIROC and MPI) and one regional climate model (RCA4), the impact of climate change on the availability of water in the Kiltie watershed was evaluated under the RCP4.5 and RCP8.5 scenarios for the year 2040s and 2070s. The flow was simulated using the HBV hydrological model, which needs fewer data and is typically employed in data-scarce settings. The model calibration and validation result, show RVE (relative volume error) of -1.27% and 6.93%, and NSE of 0.63 and 0.64 respectively. Seasonal Water Supply in the Future Under the RCP4.5 Scenario for the 2040s increased between 1.1 mm and 33.2 mm showing maximum incremental in August and a decrease in a range from 0.23 mm to 6.89 mm with a maximum decrease in September. While in the 2070s, water availability increases between 7.2 mm and 56.9 mm, with the largest increases occurring in October and the smallest reductions occurring in July by 9 mm. Future water availability increases under the RCP8.5 scenario during the 2040s period between 4.1 mm and 38.8 mm, with the highest increase occurring in August, and falls between 9.8 mm and 31.2 mm, with the maximum declines occurring in the spring seasons. Water availability in the 2070s, according to the RCP8.5 scenario, increases between 2.7 mm and 42.4 mm with the highest increments in August, and it decreases between 1.8 mm and 80.3 mm with maximum decreases in June. According to this study, climate change would make it easier to access water during the rainy season, necessitating the construction of water storage facilities so that surplus water can be used for dry farming. A watershed-level integrated water resource management strategy should be created quickly as future water supply will decline during the dry seasons.
必须评估气候变化对流域水资源可用性的影响,以确保粮食和水安全。使用两个全球气候模型(MIROC和MPI)和一个区域气候模型(RCA4)的集合,在RCP4.5和RCP8.5情景下,对2040年代和2070年代基尔蒂流域的水资源可用性的气候变化影响进行了评估。使用HBV水文模型模拟流量,该模型需要的数据较少,通常用于数据稀缺的环境。模型校准和验证结果显示,相对体积误差(RVE)分别为-1.27%和6.93%,纳什效率系数(NSE)分别为0.63和0.64。在RCP4.5情景下,2040年代未来的季节性供水增加了1.1毫米至33.2毫米,8月增幅最大,9月减少幅度在0.23毫米至6.89毫米之间,减少幅度最大。而在2070年代,可用水量增加了7.2毫米至56.9毫米,10月增加幅度最大,7月减少幅度最小,为9毫米。在RCP8.5情景下,2040年代期间未来可用水量增加了4.1毫米至38.8毫米,8月增幅最高,春季减少幅度在9.8毫米至31.2毫米之间,减少幅度最大。根据RCP8.5情景,2070年代的可用水量增加了2.7毫米至42.4毫米,8月增幅最高,6月减少幅度在1.8毫米至80.3毫米之间,减少幅度最大。根据这项研究,气候变化将使雨季更容易获得水源,因此有必要建设蓄水设施,以便将多余的水用于旱作农业。由于未来旱季供水将减少,应迅速制定流域层面的综合水资源管理战略。