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Simulating variably-saturated reactive transport of selenium and nitrogen in agricultural groundwater systems

机译:模拟农业地下水系统中硒和氮的变饱和反应性输运

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摘要

Selenium (Se) contamination in environmental systems has become a major issue in many regions world-wide during the previous decades, with both elevated and deficient Se concentrations in groundwater, surface water, soils and associated cultivated crops reported. To provide a tool that can assess baseline conditions and explore remediation strategies, this paper presents a numerical model capable of simulating the reactive transport of Se species in large-scale variably-saturated groundwater systems influenced by agricultural practices. Developed by incorporating a Se reaction module into the multi-species, variably-saturated reactive transport model UZF-RT3D, model features include near-surface Se cycling due to agricultural practices, oxidation-reduction reactions, and the inclusion of a nitrogen (N) cycle and reaction module due to the dependence of Se transformation and speciation on the presence of nitrate (NO_3). Although the primary motivation is applying the model to large-scale systems, this paper presents applications to agricultural soil profile systems to corroborate the near-surface module processes that are vital in estimating mass loadings to the saturated zone in large-scale fate and transport studies. The first application jointly tests the Se and N modules for corn test plots receiving varying loadings of fertilizer, whereas the second application tests the N module for fertilized and unfertilized test plots. Results indicate that the model is successful in reproducing observed measurements of Se and NO_3 concentrations, particularly in lower soil layers and hence in regards to leaching. For the first application, the Ensemble Kalman Filter (EnKF) is used to condition model parameters, demonstrating the usefulness of the EnKF in real-world reactive transport systems.
机译:在过去的几十年中,环境系统中的硒污染已成为全球许多地区的主要问题,据报道,地下水,地表水,土壤和相关耕作作物中硒的浓度升高和不足。为了提供一种可以评估基准条件并探索补救策略的工具,本文提出了一个数值模型,能够模拟受农业实践影响的大规模可变饱和地下水系统中硒物种的反应性迁移。通过将Se反应模块整合到多物种,可变饱和的反应迁移模型UZF-RT3D中来开发,该模型的特征包括由于农业实践,氧化还原反应和氮(N)引起的近地表Se循环。由于硒的转化和形态对硝酸盐(NO_3)的依赖性,导致循环和反应模块的变化。尽管主要动机是将该模型应用于大规模系统,但本文仍将其应用于农业土壤剖面系统,以证实近地表模块过程,这在大规模命运和运输研究中对估算饱和区的质量负荷至关重要。第一个应用程序联合测试Se和N模块用于接收不同肥料含量的玉米测试区,而第二个应用程序测试N模块用于施肥和未施肥的测试区。结果表明,该模型成功地再现了观测到的Se和NO_3浓度的测量值,特别是在较低的土壤层中,因此在淋滤方面也是如此。对于第一个应用程序,使用集成卡尔曼滤波器(EnKF)来调节模型参数,从而证明EnKF在现实世界的反应性运输系统中的有用性。

著录项

  • 来源
    《Journal of Contaminant Hydrology》 |2013年第6期|27-45|共19页
  • 作者单位

    Department of Civil and Environmental Engineering, Colorado State University, 1372 Campus Delivery, Fort Collins, CO 80523-1372, United States;

    Department of Civil and Environmental Engineering, Colorado State University, 1372 Campus Delivery, Fort Collins, CO 80523-1372, United States;

    USDA-ARS, 2150 Centre Ave, Bldg. D, Ste 100, Fort Collins, CO 80526-8119, United States;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Selenium; Subsurface nutrient transport; Groundwater modeling; Ensemble Kalman Filter;

    机译:硒;地下养分运输;地下水模型;集成卡尔曼滤波器;

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