利用 SWAT 模型评估 CMIP6 气候预测下洪水频率的未来变化:土耳其比特里斯河案例研究

IF 2.7 4区 环境科学与生态学 Q2 WATER RESOURCES Journal of Water and Climate Change Pub Date : 2024-04-10 DOI:10.2166/wcc.2024.646
Emrah Yalcin
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引用次数: 0

摘要

气候变化正在改变全球范围内的洪水风险,而各地的差异又促使人们有必要进行区域评估,以指导与水有关的基础设施的规划和管理。本研究以比特里斯河(土耳其)为例,详细介绍了评估未来洪水频率变化的综合框架。在 CMIP6 历史实验以及 SSP245 和 SSP585 的共享社会经济路径 (SSP) 情景下,21 个全球环流模型 (GCM) 的降水和温度模拟被用于驱动已开发的水土评估工具 (SWAT) 模型生成每日溪流预测。在计算 1955-2010 年历史时期以及 2025-2074 年和 2025-2099 年未来时期的 5 年、10 年、25 年、50 年、100 年和 500 年洪水流量时,考虑了五种概率分布函数。根据 Kolmogorov-Smirnov 检验结果,使用最佳拟合分布函数对每个 GCM 的气候数据所获得的洪水排放量的中值进行量化,从而确定气候变化对设计排放量的影响。研究结果表明,在 SSP585 情景下,2025-2099 年期间的排水率大幅增加了 21.1% 至 31.7%,这突出表明在设计与水有关的基础设施时必须考虑不断变化的气候条件。
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Assessing future changes in flood frequencies under CMIP6 climate projections using SWAT modeling: a case study of Bitlis Creek, Turkey
Climate change is altering flood risk globally, with local variations prompting the necessity for regional assessments to guide the planning and management of water-related infrastructures. This study details an integrated framework for assessing future changes in flood frequencies, using the case of Bitlis Creek (Turkey). The precipitation and temperature simulations of 21 global circulation models (GCMs) from the coupled model intercomparison project phase 6 (CMIP6) are used to drive the developed soil and water assessment tool (SWAT) model in generating daily streamflow projections under the CMIP6 historical experiment and the shared socio-economic pathway (SSP) scenarios of SSP245 and SSP585. Five probability distribution functions are considered to calculate the 5-, 10-, 25-, 50-, 100-, and 500-year flood discharges for the historical period 1955–2010 and the future periods 2025–2074 and 2025–2099. The quantification of climate change impacts on the design discharges is based on the medians of the flood discharges obtained for the climate data of each GCM, using the best-fitted distribution functions according to the Kolmogorov–Smirnov test results. The findings illustrate significant increases in discharge rates, ranging from 21.1 to 31.7% for the 2025–2099 period under the SSP585 scenario, highlighting the necessity of considering changing climate conditions in designing water-related infrastructures.
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来源期刊
CiteScore
4.80
自引率
10.70%
发文量
168
审稿时长
>12 weeks
期刊介绍: Journal of Water and Climate Change publishes refereed research and practitioner papers on all aspects of water science, technology, management and innovation in response to climate change, with emphasis on reduction of energy usage.
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