预测埃塞俄比亚哈米萨流域的泥沙产量并确定热点地区,以便进行有效的流域管理

Fikru Damte Darota, Habitamu Bogale Borko, Chansler Dagnachew Adinew, Muluneh Legesse Edamo
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摘要

定位热点地区和评估沉积物累积是水体管理的关键环节。本研究的主要目的是利用水土评估工具(SWAT)模型研究哈梅萨流域的泥沙产量,并提出最佳管理方法。该流域被划分为 15 个子流域,哈梅萨流域出口处有 103 个水文响应单元。模拟使用了气象和空间数据。使用 SWAT 不确定性校准程序序列不确定性拟合(SUFI-2)校准了 2000 年至 2010 年期间的月度流量和沉积物数据,并验证了 2011 年至 2015 年期间的数据。模型性能的评估指标包括判定系数 (R2)、纳什-萨特克利夫模型效率、观测标准偏差比和偏差百分比。据估计,哈梅萨流域的年均泥沙产量为 9,800 吨/年。在 50 个受影响的子流域中,有 9 个子流域的泥沙含量被归类为中等至极高(4.54-12.82 吨/公顷/年),并被选作泥沙减少方案。这项研究将在管理受水土流失影响的流域方面发挥重要作用。
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Predicting sediment yield and locating hotspot areas in the Hamesa watershed of Ethiopia for effective watershed management
Locating hotspots and assessing sediment accumulation are crucial aspects of water body management. The primary aim of this study was to examine sediment yield in the Hamesa watershed utilizing the Soil and Water Assessment Tool (SWAT) model and to propose best management practices. The basin was divided into 15 sub-basins, with 103 hydrological response units at the outlet of the Hamesa watershed. Simulation was conducted using meteorological and spatial data. Monthly streamflow and sediment data were calibrated for the period from 2000 to 2010 and validated for the period from 2011 to 2015 using the SWAT Uncertainty Calibration Program Sequential Uncertainty Fit (SUFI-2). Model performance was assessed using metrics including the coefficient of determination (R2), Nash–Sutcliffe model efficiency, observation standard deviation ratio, and percentage bias, which demonstrated very good results in both calibration and validation periods. The average annual sediment production in the Hamesa watershed was estimated at 9,800 t/year. Nine out of 50 affected sub-basins were categorized as producing moderate to very high sediment content (4.54–12.82 t/ha/year) and were chosen for sediment reduction scenarios. This study will play a significant role in managing impacted watersheds affected by soil erosion.
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