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首页> 外文期刊>Journal of Hydrology >Modeling arid/semi-arid irrigated agricultural watersheds with SWAT: Applications, challenges, and solution strategies
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Modeling arid/semi-arid irrigated agricultural watersheds with SWAT: Applications, challenges, and solution strategies

机译:使用SWAT对干旱/半干旱灌溉农业流域进行建模:应用、挑战和解决方案策略

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We review over twenty years of publications on Soil and Water Assessment Tool (SWAT) applications in arid/ semi-arid irrigated agricultural watersheds. Our review reveals strict dominance of the model's use for better understanding water quantity aspects of water management. While this is to be expected given the reality of water scarcity and associated challenges for agricultural production systems in arid/semi-arid regions, the capabilities of SWAT to model water quality have been underutilized. The main modeling challenges are lack of observational data, poor data quality, concerns about simulation accuracy, and technical limitations of the model despite numerous advancements in the last two decades. To deal with these challenges, modelers (i) combined data from different sources with those in existing SWAT databases, (ii) used supplemental tools to estimate missing data and evaluate model performance, (iii) traded off simulation accuracy when the major aim of the study was not undermined, and (iv) developed modular codes, tools, and algorithms to expand the model's capabilities and improve process representations. A realistic simulation of regional hydrologic fluxes and agricultural water management practices that affect them is essential for meaningful SWAT applications in irrigated dry regions. Modelers are encouraged to apply multi-component calibration (e.g., streamflow, evapotranspiration,crop yield, and groundwater recharge) and report limitations and regional relevance of parameter values to contextualize model performance. We anticipate that model advancements such as conjunctive use of surface water and groundwater, explicit simulation of different irrigation systems, dynamic land use, and impacts of soil and water salinity on crop growth would significantly enhance the utility of SWAT in arid/semi-arid irrigated areas.
机译:我们回顾了二十多年来关于土壤和水评估工具(SWAT)在干旱/半干旱灌溉农业流域中的应用的出版物。我们的综述揭示了该模型在更好地理解水管理的水量方面所占的主导地位。虽然考虑到干旱/半干旱地区缺水的现实和农业生产系统的相关挑战,这是可以预料的,但SWAT对水质进行建模的能力没有得到充分利用。主要的建模挑战是缺乏观测数据、数据质量差、对模拟准确性的担忧以及模型的技术局限性,尽管在过去二十年中取得了许多进步。为了应对这些挑战,建模人员 (i) 将来自不同来源的数据与现有 SWAT 数据库中的数据相结合,(ii) 使用补充工具来估计缺失数据并评估模型性能,(iii) 在不破坏研究的主要目标的情况下权衡仿真准确性,以及 (iv) 开发模块化代码、工具和算法来扩展模型的功能并改进过程表示。对区域水文通量和影响它们的农业用水管理实践进行逼真的模拟,对于在灌溉干旱地区进行有意义的SWAT应用至关重要。鼓励建模者应用多分量校准(例如、径流、蒸散、作物产量和地下水补给),并报告参数值的局限性和区域相关性,以对模型性能进行背景分析。我们预计,地表水和地下水的联合利用、不同灌溉系统的显式模拟、动态土地利用以及土壤和水盐度对作物生长的影响等模型的进步将显着提高SWAT在干旱/半干旱灌溉区的效用。

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