Assessment of catchment water resources allocation under climate change in Luwombwa sub-catchment, Zambia.

IF 3.4 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Heliyon Pub Date : 2024-10-30 eCollection Date: 2024-11-15 DOI:10.1016/j.heliyon.2024.e39962
Dickson Mwelwa, Phenny Mwaanga, Alick Nguvulu, Tewodros M Tena, Gebeyehu Taye
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Abstract

The uncertainty in climate change and high water demand pose pressure on the natural water resources supply. Not only does this require better understanding but also a call for immediate interventions, mitigation and adaptive measures. This study evaluates catchment water resources in the Luwombwa sub-catchment in Zambia through statistical analysis in the downscaling of past, present and future climatic variables from the CMIP6 climatic model. These variables are then integrated into WEAP - a semi-distributed hydrological and water evaluation model - to perform water demand and allocation scenario modelling. Mult-site calibration and validation were conducted on five selected micro-catchments within Luwombwa sub-catchment. The model performance was assessed usng the R2, NSE and PBIAS as the objective functions. Satisfactory values of 92 % for R2, 82 % for NSE and 6.9 % for PBIAS were achieved. This allowed for scenario modelling on water demand and allocation among competing users. Three future scenarios (2022-2050) were developed from the historical to baseline (1988-2022) and included state of water resources availability under climate change, expansion of irrigation area and impact of dam construction in the sub-catchment. The study reveals a decrease of 20 % in sub-catchment's water availability resulting from 9.3 % (equivalent to 4oC) rise in maximum temperature and 4.5 % reduction in rainfall within the entire sub-catchment. This is especially under the persistence of SSP370 climate variability scenario projections downscaled from four GCM models by the year 2050. The study further revealed that the change point for anticipated future climate extremes is likely to occur between 2027 and 2030. The results are indicative of downward trends in streamflow under climate change and socioeconomic development leading to increase in water value and water scarcity. The insights from the study are critical to inform formulation of effective catchment water resources management strategies such as the development of management plans and adapation measures in the face of climate change and the needs for different stakeholders involvement.

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赞比亚 Luwombwa 子流域气候变化下的流域水资源分配评估。
气候变化的不确定性和高用水需求对天然水资源的供应造成了压力。这不仅需要更好的理解,还需要立即采取干预、减缓和适应措施。本研究通过对 CMIP6 气候模型中过去、现在和未来气候变量的降尺度统计分析,对赞比亚 Luwombwa 子流域的水资源进行了评估。然后将这些变量整合到半分布式水文和水资源评估模型 WEAP 中,进行水资源需求和分配情景建模。对 Luwombwa 子流域内的五个选定微型流域进行了多站点校准和验证。以 R2、NSE 和 PBIAS 作为目标函数对模型性能进行了评估。结果令人满意,R2 为 92%,NSE 为 82%,PBIAS 为 6.9%。这样就可以建立水资源需求情景模式,并在相互竞争的用户之间进行分配。根据历史基线(1988-2022 年)制定了三种未来情景(2022-2050 年),包括气候变化下的水资源供应状况、灌溉面积的扩大以及子流域水坝建设的影响。研究显示,由于整个子流域内最高气温上升 9.3%(相当于摄氏 4 度),降雨量减少 4.5%,子流域的可用水量减少了 20%。尤其是在四个大气环流模型缩小的 SSP370 气候变异情景预测持续到 2050 年的情况下。研究进一步显示,预计未来极端气候的变化点可能出现在 2027 年至 2030 年之间。研究结果表明,在气候变化和社会经济发展导致水价值增加和水资源短缺的情况下,河水流量呈下降趋势。这项研究得出的见解对于制定有效的集水区水资源管理战略至关重要,例如制定管理计划和适应气候变化的措施,以及不同利益相关者的参与需求。
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来源期刊
Heliyon
Heliyon MULTIDISCIPLINARY SCIENCES-
CiteScore
4.50
自引率
2.50%
发文量
2793
期刊介绍: Heliyon is an all-science, open access journal that is part of the Cell Press family. Any paper reporting scientifically accurate and valuable research, which adheres to accepted ethical and scientific publishing standards, will be considered for publication. Our growing team of dedicated section editors, along with our in-house team, handle your paper and manage the publication process end-to-end, giving your research the editorial support it deserves.
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