尼泊尔中部纳拉亚尼河流域 SWAT 水文模型的多站点校准和水量平衡成分的时空变化研究

Nirajan Devkota, Suraj Lamichhane, Pawan Kumar Bhattarai
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摘要

科学与政策的互动对于解决数据有限地区的水文气候灾害至关重要,其中建模和分析是关键组成部分。利用水土评估工具(SWAT)模型,通过多站点校准,有助于评估纳拉亚尼盆地水量平衡在时间和空间上的变化。通过 SUFI-2 算法对所有参数进行调整后发现,在观测站无法捕捉地形影响的情况下,PLAPS 和 TLAPS 表现出更高的灵敏度。校准模型准确复制了每个子流域的蒸散量、净水产量和地下水流量,包括校准点的平均流量和流量持续时间曲线。研究结果表明,22% 的降水量因蒸发而损失,而 75% 的降水量则形成了流域径流,这显示了水平衡各组成部分在空间和时间上的显著变化。值得注意的是,净产水量包括 44% 的侧向水流、38% 的地表水流和 16% 的地下水流,由于地形变化,喜马拉雅山地区的侧向水流和平原地区的地下水流具有明显的空间模式。这些成果为政策制定者和水资源管理者提供了可操作的见解,有助于评估气候和土地利用的影响,促进可持续水资源利用政策的制定。
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Multi-site calibration of the SWAT hydrological model and study of spatio-temporal variation of water balance components in the Narayani River Basin, central part of Nepal
Science-policy interaction is vital for addressing hydro-climatic disasters in data-limited regions, with modeling and analysis as key components. The utilization of the soil and water assessment tool (SWAT) model facilitated an evaluation of water balance variations across time and space within Narayani Basin through multi-site calibration. The adjustment of all parameters via the SUFI-2 algorithm revealed that PLAPS and TLAPS exhibit higher sensitivity in scenarios where observed stations fail to capture orographic effects. The calibrated model accurately replicated evapotranspiration, net water yield, and groundwater flow for each sub-basin, including average flow and flow duration curve at calibration points. Findings indicated that 22% of precipitation is lost to evaporation, while 75% contributes to basin runoff, showcasing significant spatial and temporal variability in water balance components. Notably, net water yield comprises 44% lateral flow, 38% surface flow, and 16% groundwater flow, with distinct spatial patterns favoring lateral flow in the Himalayas and groundwater flow in the plains due to topographical variations. These outcomes offer actionable insights for policymakers and water resource managers, enabling assessments of climate and land use impacts and facilitating the formulation of policies for sustainable water resource utilization.
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