Estimability analysis and optimization of soil hydraulic and abiotic stress parameters from root zone salt-water dynamics in soil column lysimeter

IF 3.9 2区 农林科学 Q1 AGRONOMY
Amit Kumar, Ickkshaanshu Sonkar
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Abstract

Background and aims

Root water uptake (RWU) depends on root development, influenced by water and salt stress (WAS). Modeling RWU requires calibration of soil and root parameters using lysimeter data, which is challenging. The study introduces a global sensitivity index-based estimability method for parameter assessment and selection, optimizing them using observations from lysimeter experiments.

Methods

A variance-based global sensitivity and estimability analyses was performed on the HYDRUS-1D model. The analyses evaluate the impact of soil hydraulic and stress parameters on pressure head, soil moisture, bottom flux, and electrical conductivity. Interactions among parameters across the root zone were analyzed for model parameter selection. The selected parameters were calibrated from soil-column lysimeter experiments on berseem (Trifolium alexandrinum) under saline and non-saline conditions.

Results

The analyses identify water stress and residual soil moisture as less estimable, while major soil and salt stress parameters as more estimable, especially from bottom flux and soil moisture data. Excluding saturated soil moisture, which strongly influenced parameter estimability, improved optimization results. For the maximum scenarios, the simulated salt-water dynamics showed fair agreement with the observed data (r2 > 0.7). For moderate salinity, reduced RWU was compensated by an increase of 0.01 d−1, while high salinity significantly reduced this compensation to 0.002 d−1 with uniform RWU of 0.004 d−1.

Conclusion

The study demonstrates how different data sets contribute to accurate parameter estimation. Under high salinity, the compensation mechanism for reduced RWU was diminished, and the prolonged uniform RWU pattern suggested potential permanent root morphological changes.

基于根区盐-水动力学的土壤水力学和非生物应力参数的可估性分析与优化
背景与目的根系水分吸收(RWU)依赖于根系发育,受水盐胁迫(WAS)的影响。建立RWU模型需要使用溶渗仪数据校准土壤和根系参数,这是具有挑战性的。该研究引入了一种基于全局灵敏度指数的估计方法,用于参数的评估和选择,并利用溶蚀计实验的观测结果对参数进行了优化。方法对HYDRUS-1D模型进行基于方差的全局敏感性和可估计性分析。分析评估了土壤水力和应力参数对压头、土壤水分、底部通量和电导率的影响。分析根区参数之间的相互作用,选择模型参数。在盐渍和非盐渍条件下,利用土柱渗滤仪对所选参数进行校正。结果分析表明,水应力和残余土壤水分难以估计,而主要的土壤和盐应力参数更容易估计,特别是来自底部通量和土壤水分数据。排除了对参数可估计性影响较大的饱和土壤水分,改善了优化结果。在最大情景下,模拟的盐水动力学与观测数据基本一致(r2 > 0.7)。在中等盐度条件下,RWU的降低补偿了0.01 d−1,而高盐度条件下,RWU的增加显著降低至0.002 d−1,RWU均匀为0.004 d−1。结论研究证明了不同的数据集如何有助于准确的参数估计。在高盐度条件下,RWU减少的补偿机制被削弱,RWU持续均匀分布表明根系形态可能发生永久性变化。
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来源期刊
Plant and Soil
Plant and Soil 农林科学-农艺学
CiteScore
8.20
自引率
8.20%
发文量
543
审稿时长
2.5 months
期刊介绍: Plant and Soil publishes original papers and review articles exploring the interface of plant biology and soil sciences, and that enhance our mechanistic understanding of plant-soil interactions. We focus on the interface of plant biology and soil sciences, and seek those manuscripts with a strong mechanistic component which develop and test hypotheses aimed at understanding underlying mechanisms of plant-soil interactions. Manuscripts can include both fundamental and applied aspects of mineral nutrition, plant water relations, symbiotic and pathogenic plant-microbe interactions, root anatomy and morphology, soil biology, ecology, agrochemistry and agrophysics, as long as they are hypothesis-driven and enhance our mechanistic understanding. Articles including a major molecular or modelling component also fall within the scope of the journal. All contributions appear in the English language, with consistent spelling, using either American or British English.
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