Assessing the effects of climate and land-use change on flood recurrence in Kokcha River, Afghanistan

Hedayatullah Shams, Asif Khan, Kashif Haleem, Saqib Mahmood
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Abstract

This study critically assesses the combined effects of climate and land-use change on flood recurrence in the Kokcha River, Afghanistan, spanning the period from 2010 to 2021 and projecting forward to 2088–2099. Through the application of a bias-corrected model, we achieved high accuracy in temperature and precipitation simulations, with notable NSE values of 0.9 and 0.69, and R2 values of 0.92 and 0.78, respectively. Future streamflow simulations under different scenarios highlight climate change as the major driver influencing flood recurrence in the Kokcha River, contributing to 101.1% of the total variation, while land-use change has a minimal contribution of −1.1%. Our analysis of precipitation, average temperature, and streamflow data reveals significant patterns and changes, with future projections indicating a gradual decline in precipitation levels, mean temperature, and streamflow. Flood frequency analysis for return periods of 10, 50, 100, 200, and 500 years, considering different scenarios, underscores the likelihood of floods of varying magnitudes. Notably, the highest streamflow spikes under both scenarios highlight the impact of futuristic air temperature and precipitation on flood recurrence. The study advocates prioritizing climate change adaptation and resilient land-use strategies to ensure sustainable water resource management, emphasizing the mitigation of potential flood risks.
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评估气候和土地使用变化对阿富汗科克查河洪水复发的影响
本研究批判性地评估了气候和土地利用变化对阿富汗科克查河洪水复发的综合影响,时间跨度为 2010 年至 2021 年,并预测到 2088 年至 2099 年。通过应用偏差校正模型,我们实现了温度和降水模拟的高精度,显著的 NSE 值分别为 0.9 和 0.69,R2 值分别为 0.92 和 0.78。不同情景下的未来溪流模拟结果表明,气候变化是影响沱沱河洪水复发的主要因素,占总变化的 101.1%,而土地利用变化的影响很小,仅占-1.1%。我们对降水量、平均气温和溪流数据的分析揭示了显著的模式和变化,未来预测显示降水量、平均气温和溪流将逐渐下降。考虑到不同的情况,我们对 10 年、50 年、100 年、200 年和 500 年重现期的洪水频率进行了分析,结果表明可能会发生不同规模的洪水。值得注意的是,两种情景下的最高溪流峰值凸显了未来气温和降水对洪水复发的影响。该研究主张优先考虑适应气候变化和具有弹性的土地利用战略,以确保可持续的水资源管理,同时强调减轻潜在的洪水风险。
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