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Estimating flow and transport parameters in the unsaturated zone with pore water stable isotopes

机译:用孔隙水稳定同位素估算非饱和区的流动和输运参数

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Determining the soil hydraulic properties is a prerequisite to physically model transient water flow and solute transport in the vadose zone. Estimating these properties by inverse modelling techniques has become more common within the last 2 decades. While these inverse approaches usually fit simulations to hydrometric data, we expanded the methodology by using independent information about the stable isotope composition of the soil pore water depth profile as a single or additional optimization target. To demonstrate the potential and limits of this approach, we compared the results of three inverse modelling strategies where the fitting targets were (a) pore water isotope concentrations, (b) a combination of pore water isotope concentrations and soil moisture time series, and (c) a two-step approach using first soil moisture data to determine water flow parameters and then the pore water stable isotope concentrations to estimate the solute transport parameters. The analyses were conducted at three study sites with different soil properties and vegetation. The transient unsaturated water flow was simulated by solving the Richards equation numerically with the finite-element code of HYDRUS-1D. The transport of deuterium was simulated with the advection-dispersion equation, and a modified version of HYDRUS was used, allowing deuterium loss during evaporation. The Mualem-van Genuchten and the longitudinal dispersivity parameters were determined for two major soil horizons at each site. The results show that approach (a), using only the pore water isotope content, cannot substitute hydrometric information to derive parameter sets that reflect the observed soil moisture dynamics but gives comparable results when the parameter space is constrained by pedotransfer functions. Approaches (b) and (c), using both the isotope profiles and the soil moisture time series, resulted in good simulation results with regard to the Kling-Gupta efficiency and good parameter identifiability. However, approach (b) has the advantage that it considers the isotope data not only for the solute transport parameters but also for water flow and root water uptake, and thus increases parameter realism. Approaches (b) and (c) both outcompeted simulations run with parameters derived from pedotransfer functions, which did not result in an acceptable representation of the soil moisture dynamics and pore water stable isotope composition. Overall, parameters based on this new approach that includes isotope data lead to similar model performances regarding the water balance and soil moisture dynamics and better parameter identifiability than the conventional inverse model approaches limited to hydrometric fitting targets. If only data from isotope profiles in combination with textural information is available, the results are still satisfactory. This method has the additional advantage that it will not only allow us to estimate water balance and response times but also site-specific time variant transit times or solute breakthrough within the soil profile.
机译:确定土壤的水力特性是对渗流区内瞬态水流和溶质运移进行物理模拟的先决条件。在过去的20年中,通过逆建模技术估计这些属性已变得越来越普遍。尽管这些反方法通常适合于水文数据的模拟,但我们通过使用有关土壤孔隙水深度剖面的稳定同位素组成的独立信息作为单个或其他优化目标来扩展了方法。为了证明这种方法的潜力和局限性,我们比较了三种反向建模策略的结果,其中拟合目标为(a)孔隙水同位素浓度,(b)孔隙水同位素浓度和土壤水分时间序列的组合,以及( c)采用两步法,首先使用土壤湿度数据确定水流量参数,然后使用孔隙水稳定同位素浓度估算溶质运移参数。在三个具有不同土壤特性和植被的研究地点进行了分析。通过使用HYDRUS-1D的有限元代码对Richards方程进行数值求解,模拟了瞬态非饱和水流。用对流扩散方程模拟氘的迁移,并使用HYDRUS的改进版,使氘在蒸发过程中损失。确定了每个站点的两个主要土壤层的Mualem-van Genuchten参数和纵向分散性参数。结果表明,仅使用孔隙水同位素含量的方法(a)不能替代水文信息来导出反映观测到的土壤水分动力学的参数集,但是当参数空间受到pedotransfer函数的约束时,结果却具有可比性。方法(b)和(c)同时使用了同位素分布和土壤水分时间序列,在Kling-Gupta效率和良好的参数可识别性方面都获得了良好的模拟结果。但是,方法(b)的优势在于,它不仅考虑溶质运移参数的同位素数据,还考虑水流量和根水吸收的同位素数据,因此增加了参数的真实性。方法(b)和(c)都胜过模拟,并使用了从pedotransfer函数推导的参数,这不能使土壤水分动力学和孔隙水稳定同位素组成得到可接受的表示。总体而言,基于这种新方法的参数(包括同位素数据)在水平衡和土壤水分动力学方面具有相似的模型性能,并且与仅限于水文拟合目标的常规逆模型方法相比,具有更好的参数可识别性。如果只有来自同位素剖面的数据以及纹理信息,则结果仍然令人满意。这种方法的另一个优点是,它不仅使我们能够估计水的平衡和响应时间,而且还可以确定特定地点的时变传播时间或土壤剖面中的溶质突破。

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