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Neutron imaging of exchange flow between biopore and matrix for Bt versus C horizons 对生物孔与基质之间的交换流进行中子成像,以了解 Bt 和 C 地层的情况
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-20 DOI: 10.1002/vzj2.20320
Luis Alfredo Pires Barbosa, Fernando Vieira Lima, Horst H. Gerke
The surface coating of biopores plays a pivotal role in mediating mass exchange between the biopore and the soil matrix, ultimately governing preferential flow in structured soils. However, quantitative experiments of the flow exchange dynamics in the soil around an earthworm burrow (drilosphere) are limited. Here, we developed an experimental setup to mimic preferential flow within a biopore while monitoring the water distribution by neutron radiography. The objective was to quantify the evolving water content distribution in the biopore with surrounding drilosphere samples from Bt and C horizons. We hypothesize that the distribution of clay and organic material across biopore surfaces in Bt and C horizons impacts the biopore coating material formation (i.e., composition and thickness), thereby influencing its role in controlling mass exchange during preferential flow events. The experimental setup was proposed for in situ quantification of the preferential flow dynamics in an earthworm burrow (biopore) passing through Bt and C horizons of a Luvisol developed on glacial till. The neutron radiographies were obtained at the NEUtron Transmission Radiography facility of the Paul Scherrer Institut, Villingen. The volumetric water content was quantified by calibrating gray scale values from radiography images with defined water contents using stepped aluminum cuvettes attached to the samples; image analysis was used to determine sorptivity at the biopore–soil matrix interface. The water exchange flow was found to be smaller for coated biopore surface in the more clayey Bt horizon, as compared to the coarser textured carbonaceous subsoil C horizon, where higher sorptivity intensified mass exchange. The method most realistically captured the dynamics of the vertical preferential flow process in a biopore, including lateral exchange flow, by determining the water sorptivity of the drilosphere. In contrast to mini‐infiltrometer data, biopore–matrix exchange flow was here more restricted for Bt in contrast to carbonaceous C horizon. Since both horizons showed the presence of coating material on their burrow walls, the results suggest further analysis of their contrasting properties and structures.
生物孔的表面涂层在介导生物孔与土壤基质之间的质量交换方面起着关键作用,最终控制着结构化土壤中的优先流动。然而,有关蚯蚓洞穴(钻孔层)周围土壤中流动交换动态的定量实验非常有限。在此,我们开发了一种实验装置,用于模拟生物孔内的优先流动,同时通过中子射线照相术监测水的分布。目的是量化生物孔内不断变化的含水量分布以及周围来自 Bt 和 C 层的钻孔层样本。我们假设,Bt 和 C 地层生物孔表面粘土和有机物的分布会影响生物孔涂层材料的形成(即成分和厚度),从而影响其在优先流动事件中控制质量交换的作用。该实验装置用于现场量化穿过冰碛物上发育的卢维索尔 Bt 和 C 地层的蚯蚓洞穴(生物孔)中的优先流动态。中子射线照片是在维林根保罗-舍勒研究所的 NEUtron 透射射线照相设备上获得的。通过使用附着在样品上的阶梯状铝制比色皿,将射线成像图像中的灰度值与定义的含水量进行校准,从而对体积含水量进行量化;图像分析用于确定生物孔隙-土壤基质界面的吸水率。结果发现,在粘质较多的 Bt 地层中,涂覆生物孔表面的水交换流量较小,而在质地较粗的碳质底土 C 地层中,较高的吸水率会加强质量交换。该方法通过测定钻孔层的吸水率,最真实地捕捉到了生物孔中垂直优先流动过程的动态,包括横向交换流。与微型浸润器数据相比,生物孔-基质交换流在 Bt 层比碳质 C 层受到更多限制。由于这两种地层的钻孔壁上都有涂层材料,因此研究结果建议进一步分析它们的不同性质和结构。
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引用次数: 0
Soil salinization in Portugal: An in‐depth exploration of impact, advancements, and future considerations 葡萄牙的土壤盐碱化:对影响、进展和未来考虑的深入探讨
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-19 DOI: 10.1002/vzj2.20314
Tiago B. Ramos, Maria C. Gonçalves, Martinus Th. van Genuchten
Soil salinization poses a significant threat to agricultural production in Portugal. Collaborative research spanning three decades with the U.S. Salinity Laboratory in Riverside, California, has been instrumental in advancing our understanding of this issue. This study provides a concise overview of the causes of soil salinization in Portugal, focusing on ongoing efforts to comprehensively address this challenge. Key advancements highlighted in this study encompass the meticulous characterization of soil hydraulic and solute transport parameters, the application of cutting‐edge modeling tools for water flow and solute transport in diverse agricultural systems, and the utilization of innovative proximal and remote sensing methods for mapping soil salinity. Noteworthy results and practical implications of these advancements underscore their relevance in real‐world scenarios. While celebrating these achievements, the study emphasizes the current nature of the ongoing research, highlighting the dynamic landscape of soil salinization. The study underscores the imperative need for further advancements to effectively cope with soil salinization, especially in anticipation of the intensification of agricultural practices and the looming impacts of climate change. This comprehensive overview not only encapsulates past achievements but also sets the stage for future research endeavors in mitigating the pervasive effects of soil salinization on agricultural sustainability in Portugal.
土壤盐碱化对葡萄牙的农业生产构成了重大威胁。我们与位于加利福尼亚州里弗赛德的美国盐碱化实验室进行了长达三十年的合作研究,这有助于加深我们对这一问题的理解。本研究简要概述了葡萄牙土壤盐碱化的原因,重点介绍了为全面应对这一挑战而正在进行的努力。本研究强调的主要进展包括对土壤水力和溶质迁移参数的细致描述、在不同农业系统中水流和溶质迁移尖端建模工具的应用,以及利用创新的近距离和遥感方法绘制土壤盐度图。这些进展所取得的显著成果和实际影响强调了它们在现实世界中的相关性。在庆祝这些成就的同时,该研究强调了当前正在进行的研究的性质,突出了土壤盐碱化的动态景观。研究强调了进一步推进有效应对土壤盐碱化的迫切需要,尤其是在农业实践不断强化和气候变化影响迫在眉睫的情况下。这一全面概述不仅概括了过去取得的成就,还为今后的研究工作奠定了基础,以减轻土壤盐碱化对葡萄牙农业可持续性的普遍影响。
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引用次数: 0
Elucidating the role of water films on solute diffusion in unsaturated porous media by improved pore-scale modeling 通过改进孔隙尺度建模阐明水膜对非饱和多孔介质中溶质扩散的作用
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-18 DOI: 10.1002/vzj2.20321
Yuankai Yang, Ravi A. Patel, Nikolaos I. Prasianakis, Sergey V. Churakov, Guido Deissmann, Dirk Bosbach
Solute diffusion in partially saturated porous media is an important fundamental process in many natural and environmental systems. At low water saturation, the solute transport is governed by the diffusion in thin water films on the surfaces of solids. In this study, we established an improved pore-scale simulation framework successfully describing the solute diffusion in variably saturated porous media (e.g., soils), which considers the contribution of the diffusion within the thin water film on the surface of the solid matrix. The model takes into account the liquid–gas distribution in the underlying porous media by the Shan-Chen lattice Boltzmann Method (LBM) and simulates the solute diffusion in the bulk liquid phase and the water film. Based on the numerical results, an easy-to-use theoretical formula was also developed to predict the effective diffusivity in microporous materials at low saturation levels. The average relative error of its prediction with respect to the experimental data from the literature is about 30%, while that of the classical power law exceeds 70%. A simple phase diagram was defined, which allows us to identify the situations under which it is necessary to take the influence of surface water films on the effective diffusivity in unsaturated microporous media into account. The present study improves the pore-scale model to address solute diffusion in the water films at low water saturation and elucidates the contribution of thin water films on solute transport.
在许多自然和环境系统中,溶质在部分饱和多孔介质中的扩散是一个重要的基本过程。在低水饱和度条件下,溶质迁移受固体表面水薄膜扩散的支配。在这项研究中,我们建立了一个改进的孔隙尺度模拟框架,成功地描述了溶质在可变饱和多孔介质(如土壤)中的扩散,其中考虑了固体基质表面水薄膜内扩散的贡献。该模型通过山-陈晶格玻尔兹曼法(LBM)考虑了底层多孔介质中的液-气分布,并模拟了溶质在体液相和水膜中的扩散。在数值结果的基础上,还建立了一个易于使用的理论公式,用于预测低饱和度时微孔材料中的有效扩散率。与文献中的实验数据相比,其预测的平均相对误差约为 30%,而经典幂律的误差超过 70%。通过定义一个简单的相图,我们可以确定在哪些情况下需要考虑表面水膜对非饱和微孔介质中有效扩散率的影响。本研究改进了孔隙尺度模型,以解决低水饱和度时水膜中的溶质扩散问题,并阐明了薄水膜对溶质传输的贡献。
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引用次数: 0
Modeling N fertilization impact on water cycle and water use efficiency of maize, finger‐millet, and lablab crops in South India 模拟氮肥对南印度玉米、小指米和马铃薯作物水循环和用水效率的影响
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-16 DOI: 10.1002/vzj2.20319
Albara Almawazreh, Daniel Uteau, C. T. Subbarayappa, Andreas Buerkert, Sybille Lehmann, Stephan Peth
The understanding of the impact of nitrogen (N) fertilization on the field water cycle and corresponding water use efficiency (WUE) is very important for optimizing fertilization rates and conserving stressed water resources. We modeled soil moisture dynamics of maize (Zea mays L.), finger millet (Eleusine coracana Gaertn.), and lablab [Lablab purpureus (L..) Sweet] plots using calibrated HYDRUS‐1D model on two experimental sites (rain‐fed and irrigated) for three seasons under different N treatments. The results indicate that the effects of N depended on plant specific properties such as N‐fixation and drought tolerance, and on plant available water content governed by soil structure and rainfall seasonal variability. Maize WUE of plots which received 150 kg/ha of urea (46 N) were 10–30 kg/ha/mm higher than plots which received none; likewise, millet that received 50 kg/ha of urea had a 7–10 kg/ha/mm higher WUE than control plots in both experiments. However, differences in water cycle components were noticeable between N treatments only in the rain‐fed experiment, where higher N levels led to around 60 and 30 mm higher transpiration, 30 and 20 mm lower evaporation, and 30 and 15 mm lower percolation per season for maize and millet, respectively. In 2018, which was the driest year, the difference in maize WUE between the high and low N treatments was only 1 kg/ha/mm, which corresponded with low actual to potential transpiration ratios (). This indicates higher sensitivity of maize to water stress compared to the other crops. The results of lablab indicate a positive impact of N fertilization on WUE only under water‐limited conditions.
了解氮(N)肥对田间水循环和相应的水分利用效率(WUE)的影响对于优化施肥量和保护紧张的水资源非常重要。我们使用校准过的 HYDRUS-1D 模型,在两个实验点(雨水灌溉和灌溉)对玉米(Zea mays L.)、小米(Eleusine coracana Gaertn.)和马铃薯(Lablab purpureus (L..) Sweet)地块进行了三季不同氮肥处理下的土壤水分动态建模。结果表明,氮的影响取决于植物的具体特性,如固氮能力和耐旱性,以及受土壤结构和降雨季节变化影响的植物可用水量。在两个试验中,每公顷施用 150 千克尿素(46 N)的地块的玉米水分利用效率比未施用尿素的地块高 10-30 千克/公顷/毫米;同样,每公顷施用 50 千克尿素的小米的水分利用效率比对照地块高 7-10 千克/公顷/毫米。然而,只有在雨水灌溉试验中,不同氮处理之间的水循环成分差异明显,较高的氮水平导致玉米和小米每季蒸腾量分别增加约 60 毫米和 30 毫米,蒸发量分别减少 30 毫米和 20 毫米,渗滤量分别减少 30 毫米和 15 毫米。2018 年是最干旱的一年,高氮处理和低氮处理之间的玉米水分利用效率差异仅为 1 千克/公顷/毫米,这与实际蒸腾量与潜在蒸腾量的低比率()相对应。这表明玉米对水分胁迫的敏感性高于其他作物。马铃薯的研究结果表明,只有在水分有限的条件下,氮肥才会对水分利用效率产生积极影响。
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引用次数: 0
Hydro‐pedo‐transfer‐functions expressing drought and memory effects on pine tree growth 表达干旱和记忆对松树生长影响的水力渗透转移功能
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-02 DOI: 10.1002/vzj2.20317
Gerd Wessolek, Winfried Riek, Klaus Bohne
Over the last 30 years, the impact of climate change in Berlin, Germany, has manifested in the form of reduced summer rainfall, elevated temperatures, and a notable rise in the frequency of days with temperatures surpassing 30°C. All of them are leading to a decreasing water supply and increasing risk of drought. Various field, laboratory, and numerical simulation studies have been done for deriving information on long‐term potential and actual evapotranspiration, water stress during the vegetation period (April–September), and tree ring growth of various pine tree stands in Berlin. Data analysis highlights periodical climate patterns and complex interactions between drought, water supply, and plant growth. Annual tree ring growth is not only related to the actual weather conditions but also to the past climate years. With decreasing water supply, this kind of drought memory effect increases up to 5 years into the past. For Berlin's climate, it is noteworthy that late summer, particularly the water stress in August, represents the most sensitive indicator for tree ring growth.For regionalization purposes, long‐term numerical simulations were done to derive hydro‐pedo‐transfer‐functions (HPTFs) predicting the water stress coefficient of the growing season (Eact‐s/Epot‐s). They only need easily available information such as soil texture, climate water balance, and groundwater depth. Two HPTFs were successfully tested and can be easily applied by geo‐information systems. However, for other climate regions and tree species, HPTFs need to be adapted.
在过去的 30 年中,气候变化对德国柏林的影响表现为夏季降雨量减少、气温升高以及气温超过 30°C 的天数明显增加。所有这些都导致供水减少,干旱风险增加。为了获得柏林各种松树林长期潜在和实际蒸散量、植被期(4 月至 9 月)水分胁迫和树环生长的信息,我们进行了各种实地、实验室和数值模拟研究。数据分析突出了周期性气候模式以及干旱、供水和植物生长之间复杂的相互作用。树木年轮的生长不仅与实际天气条件有关,还与过去的气候年份有关。随着供水量的减少,这种干旱记忆效应会增加到过去 5 年。对于柏林的气候而言,值得注意的是,夏末,尤其是 8 月份的水压力,是树环生长最敏感的指标。为了实现区域化,我们进行了长期数值模拟,以得出预测生长季节水压力系数(Eact-s/Epot-s)的水力渗透转移函数(HPTFs)。这些函数只需要简单易得的信息,如土壤质地、气候水分平衡和地下水深度。两个 HPTF 已成功通过测试,并可轻松应用于地理信息系统。不过,对于其他气候区和树种,HPTFs 还需要进行调整。
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引用次数: 0
The time validity of Philip's two-term infiltration equation: An elusive theoretical quantity? 菲利普二项渗透方程的时间有效性:难以捉摸的理论量?
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-03-01 DOI: 10.1002/vzj2.20309
Jasper A. Vrugt, Jan W. Hopmans, Yifu Gao, Mehdi Rahmati, Jan Vanderborght, Harry Vereecken
The two-term infiltration equation 
两程渗透方程 I(t)=St+At$I(t) = Ssqrt {t} + A t$ 通常用于确定吸水率 S$S$ (LT-1/2)$({text{LT}}^{-1/2})$ 和积 A=cKs$+ A t$ 通常用于确定吸水率 S$S$ (LT-1/2)$({text{LT}}^{-1/2})$ 和乘积 A=cKs$A = c K_{text{s}}$ (LT-1)$({text{LT}}^{-1})$、的无量纲倍数 c$c$ 和饱和土壤导水率 Ks$K_{text{s}}$ (LT-1)$({text{LT}}^{-1})$ 的乘积。,I∼n$tilde{I}_{1},ldots,tilde{I}_{n}$ (L) at times t1,...,tn$t_{1},ldots,t_{n}$ (T)。这种理查德森菲利普方程准解析幂级数解的简化形式具有坚实的物理基础,但时间有效性有限。Jaiswal 等人利用模拟渗透数据表明,这种时间有效性相当于约 2.5 厘米的累积渗透。这项工作有两个目标。首先,我们研究了大于 2.5 厘米的累积渗透测量值对 S$S$ 和 Ks$K_{text{s}}$ 估计值的偏差程度。其次,我们研究了认识误差对推断时间有效性和参数的影响。累积垂直渗透量不超过 2.5 厘米的部分渗透曲线大大改善了 S$S$ 和 Ks$K_{text{s}}$ 的实际估计值与最小二乘法估计值之间的一致性。但这只有在数据生成渗透过程遵循理查德森方程,且实验条件满足土壤均质性和初始含水量均匀性假设的情况下才会成立。否则,自相关的累积入渗残差将使 S$S$ 和 Ks$K_{text{s}}$ 的最小二乘法估计值产生偏差。我们的研究结果重申了 Haverkamp 等人早先的结论,并为其注入了新的活力,表明认识误差会降低渗透函数系数的物理意义。因此,不能简单地将渗透函数的参数用于雨水和岩溶带水流模型,以预测实地和景观尺度上的径流和补给,除非这些预测具有现实的不确定性界限。我们的结论是,菲利普二项方程的时间有效性是一个难以捉摸的理论量,具有任意的物理意义。
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引用次数: 0
Vadose zone perspectives in global arsenic research: A review and future opportunities 全球砷研究中的浸润带视角:回顾与未来机遇
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-29 DOI: 10.1002/vzj2.20313
C. M. van Genuchten, K. Wang, R. Jakobsen
Few contaminants have been linked to more devastating human health and environmental impacts than carcinogenic arsenic (As). Geogenic As contamination of groundwater used as a drinking water source continues to threaten hundreds of millions of lives worldwide, with the As crisis in South and Southeast Asia often called “the largest mass poisoning in history.” In addition, anthropogenic As pollution derived from industrial activities (e.g., mining and smelting processes, wood preservation, and historic pesticide use) has created large sites of intensely contaminated soils and water bodies that urgently require remediation. Because of its profound negative impacts on environmental quality, As has also been the focus of considerable scientific research. In particular, vadose zone research, which aims to understand fluid flow and contaminant transport in variably saturated porous media, has been critical to identify sources of As contamination, predict the fate of As in natural and engineered systems, and help guide regulatory agencies, policymakers, and practitioners to minimize As impacts. In this work, we review several key topics in global As research that have been advanced by vadose zone knowledge. These topics include the release of geogenic As to groundwater, the remediation of anthropogenic As contamination, and the design and operation of As treatment systems. We end this review by highlighting urgent and important knowledge gaps in As research that can benefit from a more rigorous understanding of vadose zone processes.
很少有污染物能比致癌物质砷(As)对人类健康和环境造成的破坏性影响更大。作为饮用水源的地下水受到地质砷污染,继续威胁着全球数亿人的生命,南亚和东南亚的砷危机经常被称为 "历史上最大的大规模中毒事件"。此外,工业活动(如采矿和冶炼过程、木材防腐以及历史上杀虫剂的使用)造成的人为砷污染已形成了大片受到严重污染的土壤和水体,亟需采取补救措施。由于对环境质量产生了深远的负面影响,岩土也一直是大量科学研究的重点。尤其是旨在了解不同饱和多孔介质中的流体流动和污染物迁移的浸润带研究,对于确定砷污染源、预测砷在自然和工程系统中的归宿以及帮助指导监管机构、政策制定者和从业人员最大限度地减少砷的影响至关重要。在这项工作中,我们回顾了全球砷研究中的几个关键课题,这些课题都是由浸润带知识推动的。这些课题包括地层砷向地下水的释放、人为砷污染的修复以及砷处理系统的设计和运行。在本综述的最后,我们强调了砷研究中迫切而重要的知识缺口,这些缺口可以从对岩土带过程更严格的了解中获益。
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引用次数: 0
Simulation of near‐saturated flow in soil macropores with the lattice Boltzmann method 用晶格玻尔兹曼法模拟土壤大孔隙中的近饱和流动
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-29 DOI: 10.1002/vzj2.20318
Jari Hyväluoma
Direct information about the soil structure can be obtained with X‐ray computed microtomography, and the imaged macropore networks can be used as geometries in the lattice Boltzmann flow simulations. This method has not been widely applied for near‐saturated flows due to methodological issues related to diffuse‐interface two‐phase flow simulations in samples with limited resolution. Here, a simple pore‐scale lattice Boltzmann approach to simulate steady‐state water flow in partially saturated soil macropore networks that circumvents these problems is presented. The actual simulation is preceded by the determination of water–air distribution, for example, by using morphological operations. Flow through the water‐filled part of the pore space is done by using no‐slip conditions at water–solid boundaries and slip conditions at water–air interfaces. The method was tested by simulating film flow over a solid surface, and the numerical results are shown to agree with the analytical expression available for this flow geometry. The method is further tested, and its use is demonstrated with real tomographic reconstructions of clay soil samples.
土壤结构的直接信息可通过 X 射线计算显微层析成像法获得,成像的大孔隙网络可用作晶格玻尔兹曼流动模拟的几何图形。由于在分辨率有限的样品中进行扩散界面两相流模拟存在方法问题,因此这种方法尚未广泛应用于近饱和流动。本文介绍了一种简单的孔隙尺度晶格玻尔兹曼方法,用于模拟部分饱和土壤大孔隙网络中的稳态水流,从而规避了这些问题。在实际模拟之前,首先要确定水气分布,例如通过形态运算。通过在水-固边界使用无滑动条件和在水-气界面使用滑动条件来实现孔隙空间充满水部分的流动。通过模拟固体表面上的薄膜流动,对该方法进行了测试,结果表明数值结果与该流动几何形状的分析表达式一致。对该方法进行了进一步测试,并通过粘土样本的真实层析重建演示了该方法的应用。
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引用次数: 0
Microbial mediated carbon and nitrogen cycling in the spatially heterogeneous vadose zone: A modeling study 以微生物为媒介的空间异质渗流带碳氮循环:模型研究
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-28 DOI: 10.1002/vzj2.20315
Swamini Khurana, Falk Heße, Anke Hildebrandt, Martin Thullner
Spatially distributed properties of the subsurface result in varying water saturation and preferential flow paths, which lead to heterogeneous solute transport patterns and heterogeneous microbial environments. This, in turn, influences the distribution of nutrients and energy gradients, microbial biomass, and activity thereof. By their very nature, current field sampling techniques do not resolve subsampling scale heterogeneities in microbial biomass and activity, resulting in inaccurate estimates of microbially mediated carbon and nitrogen turnover in the heterogeneous subsurface. Thus, in this study, we undertook a numerical modeling approach to study the impact of spatial heterogeneity on microbially mediated carbon and nitrogen turnover in the vadose zone. We adapted an established biogeochemical process network that captures a variety of respiration pathways, carbon decomposition strategies, and microbial life processes to simulate microbially mediated carbon and nitrogen turnover in variably saturated spatially heterogeneous settings, using an established numerical tool (OGS#BRNS). The fractionation of microbial communities into active and inactive states, as well as immobile and mobile states followed could be linked to the bulk average saturation. Lastly, we identified three reactive systems, distinguished by the rate ratio of aerobic respiration and transfer of oxygen from the air to the water phase, to evaluate the impact of spatial heterogeneity on carbon and nitrogen removal in subsurface heterogeneous domains. Specifically, when this ratio is approximately 1, there is no impact on carbon removal, while when this ratio is very high, then carbon removal decreases as the domain tends to be oxygen limited.
地下水的空间分布特性导致不同的水饱和度和优先流动路径,从而形成异质溶质迁移模式和异质微生物环境。这反过来又会影响养分和能量梯度的分布、微生物生物量及其活性。就其本质而言,目前的实地取样技术无法解决微生物生物量和活性的子取样尺度异质性问题,从而导致对异质地下微生物介导的碳和氮周转的估计不准确。因此,在本研究中,我们采用数值建模方法来研究空间异质性对含水层中微生物介导的碳氮周转的影响。我们调整了一个已建立的生物地球化学过程网络,该网络捕捉了各种呼吸途径、碳分解策略和微生物生命过程,利用一个已建立的数值工具(OGS#BRNS)模拟了在可变饱和的空间异质性环境中微生物介导的碳氮周转。微生物群落分为活跃和不活跃两种状态,以及不移动和移动两种状态,这与总体平均饱和度有关。最后,我们根据有氧呼吸和氧气从空气转移到水相的速率比确定了三种反应系统,以评估空间异质性对地下异质域碳氮去除的影响。具体来说,当这一比率约为 1 时,对碳的去除没有影响,而当这一比率非常高时,碳的去除就会减少,因为该领域趋向于氧气有限。
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引用次数: 0
Disentangling slope-scale spatial variability of saturated hydraulic conductivity in the black soil region of northeast China using noise-assisted multivariate empirical mode decomposition 利用噪声辅助多变量经验模式分解法厘清中国东北黑土区饱和导水性的坡度空间变异性
IF 2.8 3区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-02-26 DOI: 10.1002/vzj2.20311
Yang Yang, Tingting Peng, Hui Zhang, Ole Wendroth, Zixin Jin, Xinyi Chen, Yingna Liu
Reliable estimates of saturated hydraulic conductivity (Ks) are usually difficult to obtain, as Ks is regulated by a variety of soil processes acting at different spatial scales that may obscure each other's impacts. We hypothesized that these scale-specific relationships could be well characterized with the aid of the noise-assisted multivariate empirical mode decomposition (NA-MEMD), thereby serving as a solid foundation for an accurate Ks prediction. The objective was to evaluate whether the incorporation of NA-MEMD could improve the estimation of Ks based on the multiscale associations it unraveled. On a typical slope transect of 860 m in the black soil region of northeast China, Ks, mollic epipedon thickness, bulk density, soil organic carbon content, total (ϕ) and effective porosities (ϕe), and particle size distribution were investigated at every 20 m. Prior to NA-MEMD, Ks was most strongly correlated with ϕe, and the linear regression models based on ϕe solely were satisfactory for Ks estimation at the scale of investigation. Adding other predictors significantly improved Ks prediction in calibration, but impaired it in validation. Upon decomposition by NA-MEMD, Ks was found to be significantly associated with each attribute at two scales of oscillation at least. Summing up the estimates of each Ks component derived from the properties at the equivalent oscillation scales, the results outperformed the traditional multiple linear regressions made at the investigation scale, when the same sets of predictors were used. The application of NA-MEMD, moreover, could save the tedious measurements of ϕe and ϕ. Excluding these two porosity-related properties, Ks estimates obtained by incorporating NA-MEMD were statistically similar or even better than those involving them before NA-MEMD. These findings demonstrate the great potential of NA-MEMD in untangling scale-dependent relationships of Ks with various processes and hold important implications for future estimations of Ks and other hydraulic properties in the black soil region of northeast China and similar regions.
由于饱和导流系数(Ks)受不同空间尺度上的多种土壤过程调节,而这些过程可能会掩盖彼此的影响,因此通常很难获得可靠的饱和导流系数(Ks)估算值。我们假设,借助噪声辅助多变量经验模式分解(NA-MEMD)可以很好地描述这些特定尺度的关系,从而为准确预测 Ks 奠定坚实的基础。我们的目标是评估在多尺度关联的基础上,NA-MEMD 的加入是否能改善 Ks 的估算。在中国东北黑土区一个 860 米的典型斜坡横断面上,每隔 20 米调查一次 Ks、蜕皮表皮厚度、容重、土壤有机碳含量、总孔隙度(j)和有效孔隙度(je)以及粒径分布。在校准时,添加其他预测因子可明显改善 Ks 预测,但在验证时却会受到影响。经 NA-MEMD 分解后,发现 Ks 至少在两个振荡尺度上与每个属性都有显著关联。将从等效振荡尺度的属性中得出的每个 Ks 分量的估计值相加,结果优于在调查尺度上进行的传统多重线性回归(使用相同的预测因子集)。此外,NA-MEMD 的应用还省去了对 ϕe 和 ϕ 的繁琐测量。如果不考虑这两个与孔隙率相关的属性,采用NA-MED所得到的Ks估计值在统计学上与NA-MED之前的估计值相似,甚至更好。这些研究结果表明,NA-MEMD 在理清 Ks 与各种过程的尺度依赖关系方面具有巨大潜力,对未来估算中国东北黑土区及类似地区的 Ks 及其他水力特性具有重要意义。
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引用次数: 0
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Vadose Zone Journal
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