Unveiling the future water pulse of central asia: a comprehensive 21st century hydrological forecast from stochastic water balance modeling

IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Tobias Siegfried, Aziz Ul Haq Mujahid, Beatrice Marti, Peter Molnar, Dirk Nikolaus Karger, Andrey Yakovlev
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Abstract

This study uses a new dataset on gauge locations and catchments to assess the impact of 21st-century climate change on the hydrology of 221 high-mountain catchments in Central Asia. A steady-state stochastic soil moisture water balance model was employed to project changes in runoff and evaporation for 2011–2040, 2041–2070, and 2071–2100, compared to the baseline period of 1979–2011. Baseline climate data were sourced from CHELSA V21 climatology, providing daily temperature and precipitation for each subcatchment. Future projections used bias-corrected outputs from four General Circulation Models under four pathways/scenarios (SSP1 RCP 2.6, SSP2 RCP 4.5, SSP3 RCP 7.0, SSP5 RCP 8.5). Global datasets informed soil parameter distribution, and glacier ablation data were integrated to refine discharge modeling and validated against long-term catchment discharge data. The atmospheric models predict an increase in median precipitation between 5.5% to 10.1% and a rise in median temperatures by 1.9 °C to 5.6 °C by the end of the 21st century, depending on the scenario and relative to the baseline. Hydrological model projections for this period indicate increases in actual evaporation between 7.3% to 17.4% and changes in discharge between + 1.1% to –2.7% for the SSP1 RCP 2.6 and SSP5 RCP 8.5 scenarios, respectively. Under the most extreme climate scenario (SSP5-8.5), discharge increases of 3.8% and 5.0% are anticipated during the first and second future periods, followed by a decrease of -2.7% in the third period. Significant glacier wastage is expected in lower-lying runoff zones, with overall discharge reductions in parts of the Tien Shan, including the Naryn catchment. Conversely, high-elevation areas in the Gissar-Alay and Pamir mountains are projected to experience discharge increases, driven by enhanced glacier ablation and delayed peak water, among other things. Shifts in precipitation patterns suggest more extreme but less frequent events, potentially altering the hydroclimate risk landscape in the region. Our findings highlight varied hydrological responses to climate change throughout high-mountain Central Asia. These insights inform strategies for effective and sustainable water management at the national and transboundary levels and help guide local stakeholders.

Abstract Image

揭开中亚未来水脉的面纱:通过随机水平衡模型进行 21 世纪水文综合预测
本研究使用新的测量位置和集水区数据集来评估 21 世纪气候变化对中亚 221 个高山集水区水文的影响。采用稳态随机土壤水分水平衡模型预测了 2011-2040 年、2041-2070 年和 2071-2100 年径流和蒸发量与 1979-2011 年基线期相比的变化。基线气候数据来自 CHELSA V21 气候学,提供了每个子流域的日气温和降水量。未来预测使用了四个路径/情景(SSP1 RCP 2.6、SSP2 RCP 4.5、SSP3 RCP 7.0、SSP5 RCP 8.5)下四个大气环流模型的偏差校正输出结果。全球数据集为土壤参数分布和冰川消融数据提供了信息,以完善排水模型,并根据长期流域排水数据进行验证。大气模型预测,到 21 世纪末,降水量中位数将增加 5.5% 至 10.1%,气温中位数将上升 1.9 °C 至 5.6 °C,这取决于不同的情景和相对于基线的情况。水文模型对这一时期的预测表明,在 SSP1 RCP 2.6 和 SSP5 RCP 8.5 情景下,实际蒸发量将分别增加 7.3% 到 17.4%,排水量将分别变化 + 1.1% 到 -2.7%。在最极端的气候情景(SSP5-8.5)下,预计未来第一和第二时期的排泄量将分别增加 3.8%和 5.0%,第三时期将减少-2.7%。地势较低的径流区预计会出现大量冰川流失,包括纳伦集水区在内的天山部分地区的总排水量会减少。相反,吉萨尔-阿雷和帕米尔山脉的高海拔地区,由于冰川消融加剧和峰值水量延迟等原因,预计径流量将增加。降水模式的变化表明,极端降水事件会增多,但频率会降低,这可能会改变该地区的水文气候风险状况。我们的研究结果突显了整个中亚高山地区对气候变化的不同水文响应。这些见解为国家和跨境层面有效和可持续的水资源管理战略提供了信息,并有助于为当地利益相关者提供指导。
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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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