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Using an inverse modelling approach to evaluate the water retention in a simple water harvesting technique

机译:使用逆建模方法以简单的集水技术评估保水率

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In arid and semi-arid zones, runoff harvesting techniques are often applied to increase the water retention and infiltration on steep slopes. Additionally, they act as an erosion control measure to reduce land degradation hazards. Nevertheless, few efforts were observed to quantify the water harvesting processes of these techniques and to evaluate their efficiency. In this study, a combination of detailed field measurements and modelling with the HYDRUS-2D software package was used to visualize the effect of an infiltration trench on the soil water content of a bare slope in northern Chile. Rainfall simulations were combined with high spatial and temporal resolution water content monitoring in order to construct a useful dataset for inverse modelling purposes. Initial estimates of model parameters were provided by detailed infiltration and soil water retention measurements. Four different measurement techniques were used to determine the saturated hydraulic conductivity (K-sat) independently. The tension infiltrometer measurements proved a good estimator of the K-sat value and a proxy for those measured under simulated rainfall, whereas the pressure and constant head well infiltrometer measurements showed larger variability. Six different parameter optimization functions were tested as a combination of soil-water content, water retention and cumulative infiltration data. Infiltration data alone proved insufficient to obtain high model accuracy, due to large scatter on the data set, and water content data were needed to obtain optimized effective parameter sets with small confidence intervals. Correlation between the observed soil water content and the simulated values was as high as R-2=0.93 for ten selected observation points used in the model calibration phase, with overall correlation for the 22 observation points equal to 0.85. The model results indicate that the infiltration trench has a significant effect on soil-water storage, especially at the base of the trench.
机译:在干旱和半干旱地区,经常采用径流收集技术来增加陡坡上的保水量和入渗量。此外,它们还作为减少土地退化危害的侵蚀控制措施。然而,很少有人观察到量化这些技术的集水过程并评估其效率的努力。在这项研究中,结合详细的现场测量和建模与HYDRUS-2D软件包一起使用,以可视化渗透沟对智利北部裸露斜坡土壤水分的影响。降雨模拟与高时空分辨率的水含量监测相结合,以构建用于逆建模目的的有用数据集。模型参数的初始估计是通过详细的入渗和土壤保水量提供的。四种不同的测量技术分别用于确定饱和水力传导率(K-sat)。张力渗透仪的测量结果证明了K-sat值的良好估计,可以替代模拟降雨条件下的测量值,而压力和恒定压头井式渗透仪的测量结果则显示出较大的变异性。测试了六个不同的参数优化函数,这些函数结合了土壤含水量,保水性和累积入渗数据。事实证明,仅渗透数据不足以实现较高的模型精度,这是因为数据集上的分散程度较大,并且需要含水量数据才能获得具有较小置信区间的优化有效参数集。在模型校准阶段使用的十个选定观测点,观测到的土壤含水量与模拟值之间的相关性高达R-2 = 0.93,而22个观测点的总体相关性等于0.85。模型结果表明,入渗沟对土壤水的储藏有显着影响,尤其是在沟底。

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