利用 SWAT 模型了解北方流域的水平衡。

IF 2.5 4区 环境科学与生态学 Q3 ENVIRONMENTAL SCIENCES Environmental Research Communications Pub Date : 2024-05-09 DOI:10.1088/2515-7620/ad495c
Kamal Ziaul Islam, Joseph Daraio, Gabriela Sabau, M. Cheema, L. Galagedara
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引用次数: 0

摘要

流域的水文特征在形成北方地区的生态系统方面起着至关重要的作用,并对区域环境产生重大影响。了解这些特征,如加拿大北方地区独特的地形、植被、土壤成分和气候条件,对于实施可持续水资源管理至关重要。本研究的重点是利用水土评估工具 (SWAT) 模型评估加拿大纽芬兰西部上汉伯河流域 (UHRW) 的水文动态。UHR 流域包括子流域和水文响应单元 (HRU),具有不同的土地利用、土壤类型和坡度特征。通过敏感性分析确定了影响溪流模拟的关键参数,包括径流曲线数、有效水力传导率、温度衰减率、土壤蒸发补偿因子和土壤层的可用水容量。SWAT 模型使用里德维尔水文站的数据,显示出良好的性能指标,在校准和评估期间的 R2 值分别为 0.79 和 0.83。该模型有效捕捉了季节性和月度流量模式,显示出右斜分布和季节性变化。所分析的降水、蒸发、蒸腾、地表径流和地下水流等水文参数显示了它们对水平衡的重要贡献。流量持续时间曲线分析表明,该模型有能力估算高峰和低谷流量,但对衰退阶段的预测略有不足。季节分析进一步证明了该模型的性能,纳什-苏克里夫效率(NSE)值从 0.65 到 0.91 不等。研究得出结论,SWAT 模型适用于模拟所研究流域的水文过程,可为 UHRW 的可持续水资源管理和决策提供有价值的见解。这些结果对其他北方地区的流域也很有用。
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Insights to the Water Balance of a Boreal Watershed Using a SWAT Model.
The hydrological characteristics of a watershed play a crucial role in shaping ecosystems within the Boreal zone and have a significant impact on regional environments. Knowing these characteristics, such as the distinctive topography, vegetation, soil composition, and climatic conditions in the Canadian Boreal zone, is essential for implementing sustainable water management. This study focuses on assessing the hydrological dynamics of the Upper Humber River Watershed (UHRW) in western Newfoundland, Canada, using the Soil and Water Assessment Tool (SWAT) model. The UHR watershed includes sub-basins and hydrological response units (HRUs), with diverse land uses, soil types, and slope characteristics. Key parameters influencing streamflow simulation were identified through sensitivity analysis, including the runoff curve number, the effective hydraulic conductivity, the temperature lapse rate, the soil evaporation compensation factor, and the available water capacity of the soil layer. The SWAT model, using data from the Reidville hydrometric station, shows favorable performance metrics, with R2 values of 0.79 and 0.83 during the calibration and evaluation periods, respectively. The model effectively captures seasonal and monthly flow patterns, displaying right-skewed distributions and seasonal variations. The analyzed hydrological parameters, such as precipitation, evaporation, transpiration, surface runoff, and groundwater flow, reveal their significant contributions to the water balance. The flow duration curve analysis indicates the model's capability to estimate peak and low flows, with slight under-prediction during the recession phase. Seasonal analysis further supports the model's performance, with positive Nash-Sutcliffe Efficiency (NSE) values ranging from 0.65 to 0.91. The study concludes that the SWAT model is suitable for simulating the hydrological processes in the studied watershed providing valuable insights for sustainable water resource management and decision-making in the UHRW. The results can be useful for other Boreal zone watersheds.
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来源期刊
Environmental Research Communications
Environmental Research Communications ENVIRONMENTAL SCIENCES-
CiteScore
3.50
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0.00%
发文量
136
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