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Extrapolative Capability of Two Models That Estimating Soil Water Retention Curve between Saturation and Oven Dryness

机译:估算饱和度和烘箱干燥度之间土壤保水曲线的两种模型的外推能力

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摘要

Accurate estimation of soil water retention curve (SWRC) at the dry region is required to describe the relation between soil water content and matric suction from saturation to oven dryness. In this study, the extrapolative capability of two models for predicting the complete SWRC from limited ranges of soil water retention data was evaluated. When the model parameters were obtained from SWRC data in the 0–1500 kPa range, the FX model (Fredlund and Xing, 1994) estimations agreed well with measurements from saturation to oven dryness with RMSEs less than 0.01. The GG model (Groenevelt and Grant, 2004) produced larger errors at the dry region, with significantly larger RMSEs and MEs than the FX model. Further evaluations indicated that when SWRC measurements in the 0–100 kPa suction range was applied for model establishment, the FX model was capable of producing acceptable SWRCs across the entire water content range. For a higher accuracy, the FX model requires soil water retention data at least in the 0- to 300-kPa range to extend the SWRC to oven dryness. Comparing with the Khlosi et al. (2006) model, which requires measurements in the 0–500 kPa range to reproduce the complete SWRCs, the FX model has the advantage of requiring less SWRC measurements. Thus the FX modeling approach has the potential to eliminate the processes for measuring soil water retention in the dry range.
机译:需要准确估算干燥区域的土壤保水曲线(SWRC),以描述土壤含水量与从饱和到烤箱干燥的基质吸力之间的关系。在这项研究中,评估了两种模型从有限范围的土壤保水数据预测完整SWRC的外推能力。当从0-150 kPa范围内的SWRC数据获得模型参数时,FX模型(Fredlund和Xing,1994)的估计值与从饱和度到烤箱干度(RMSE小于0.01)的测量值非常吻合。 GG模型(Groenevelt和Grant,2004年)在干旱地区产生较大的误差,与FX模型相比,RMSE和ME明显更大。进一步的评估表明,将吸气范围为0-100 kPa的SWRC测量用于模型建立时,FX模型能够在整个含水量范围内产生可接受的SWRC。为了获得更高的精度,FX模型要求土壤保水数据至少在0-300kPa范围内,以将SWRC扩展到烤箱干燥。与Khlosi等人比较。 (2006年)模型要求复制0到500 kPa范围内的数据才能再现完整的SWRC,而FX模型具有需要较少SWRC测量值的优势。因此,FX建模方法可以消除在干燥范围内测量土壤保水量的过程。

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