Constructed wetlands

人工湿地
  • 文章类型: Journal Article
    在人工湿地(CWs)中电子转移过程中,氨的电子受体丰度不足导致硝化速率低。这项研究开发了一种绿色,通过生物电化学系统(BESs-CWs)增强低碳CW,以实现有效的氨(NH4-N)去除。电极增强显著促进了NH4+-N的去除。与传统CW相比,BESs-CWs中NH4-N的平均去除效率从62.9%提高到90.6%。光伏发电系统驱动的间歇性电压引起的工厂压力最小。然而,电极增强显着影响参与生物膜内短程硝化和反硝化的微生物群落。具体来说,电极增强下BESs-CWs对NH4+-N的去除率比传统CWs提高了27.7%,增强BESs-CW中NH4-N的电子输出。该系统提供了在差的电子受体条件下对CW进行氨硝化的方法。
    The insufficient abundance of electron acceptors for ammonia during electron transfer in constructed wetlands (CWs) results in low nitrification rates. This study developed a green, low-carbon CWs enhanced by a bio-electrochemical systems (BESs-CWs) to achieve efficient ammonia (NH4+-N) removal. Electrode enhancement significantly promoted NH4+-N removal. Compared with traditional CWs, the average removal efficiency of NH4+-N in the BESs-CWs increased from 62.9 % to 90.6 %. The intermittent voltage driven by the photovoltaic power system caused minimal plant stress. However, electrode enhancement significantly affected microbial communities involved in short-path nitrification and denitrification within the biofilm. Specifically, the removal rate of NH4+-N by BESs-CWs under electrode enhancement was increased by 27.7 % compared to traditional CWs, enhancing the electron output of NH4+-N in the BESs-CWs. This system provides a method of ammonia nitration for CWs under poor electron acceptor conditions.
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  • 文章类型: Journal Article
    近年来,随着全球对碳中和意识的提高,农村地区的废水处理越来越注重节能,减排,低碳输出,和资源利用。本文分析了当前低碳处理工艺对农村污水低碳处理的优缺点。人工湿地(CW)越来越被认为是处理农村地区废水的可行选择。为了追求碳中和,先进的碳中和生物过程被认为是实现农村废水碳中和处理的预期轨迹。CW与新兴生物技术的结合,如硫基自养反硝化(SAD),基于黄铁矿的自养反硝化(PAD),厌氧氨氧化(anammox)可以有效去除农村废水中的氮和磷。CWs朝着改善有机和无机污染物去除的方向发展,可持续性最小的能源消耗,低碳排放被广泛认为是实现农村废水碳中和处理的可行低碳方法。这项研究为未来实现碳中和的框架内农村地区污水处理的可持续发展提供了新的视角。
    In recent years, with the global rise in awareness regarding carbon neutrality, the treatment of wastewater in rural areas is increasingly oriented towards energy conservation, emission reduction, low-carbon output, and resource utilization. This paper provides an analysis of the advantages and disadvantages of the current low-carbon treatment process of low-carbon treatment for rural wastewater. Constructed wetlands (CWs) are increasingly being considered as a viable option for treating wastewater in rural regions. In pursuit of carbon neutrality, advanced carbon-neutral bioprocesses are regarded as the prospective trajectory for achieving carbon-neutral treatment of rural wastewater. The incorporation of CWs with emerging biotechnologies such as sulfur-based autotrophic denitrification (SAD), pyrite-based autotrophic denitrification (PAD), and anaerobic ammonia oxidation (anammox) enables efficient removal of nitrogen and phosphorus from rural wastewater. The advancement of CWs towards improved removal of organic and inorganic pollutants, sustainability, minimal energy consumption, and low carbon emissions is widely recognized as a viable low-carbon approach for achieving carbon-neutral treatment of rural wastewater. This study offers novel perspectives on the sustainable development of wastewater treatment in rural areas within the framework of achieving carbon neutrality in the future.
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  • 文章类型: Journal Article
    这项研究检查了使用NaOH改性的玉米秸秆生物炭的人工湿地基质消除磺胺类抗生素(SAs),并评估了环境条件对SAs去除效果的影响。研究表明,NaOH改性生物炭的人工湿地基质显著消除了8种SAs,去除率超过94%。在移除过程中,中间体将在低DO浓度下经历母体化合物的再生。这是基于线性逐步回归分析和地理检测器模型。结果表明,SA型COD,NH4+-N,TN,并产生了更大的影响。人工湿地系统中的优势菌主要受抗生素浓度的影响,DO,NH4+-N和NO3--N,这影响了抗生素的去除。总的来说,NaOH改性玉米秸秆生物炭的人工湿地基质可以有效地用作从环境中消除SAs的生态方法。
    This study examined the elimination of sulfonamide antibiotics (SAs) by constructed wetland substrates with NaOH-modified corn straw biochar and assessed the impact of environmental conditions on the effectiveness of SAs removal. The study demonstrated that the constructed wetland substrate with NaOH-modified biochar significantly eliminated eight SAs, with a removal rate of over 94 %. During the removal process, the intermediates will undergo regeneration of the parent compounds under low DO concentrations. This was based on the linear stepwise regression analysis and Geodetector models. The results showed that SA types COD, NH4+-N, TN, and DO had a stronger influence. The dominant bacteria in the constructed wetland system were mainly affected by antibiotic concentration, DO, NH4+-N and NO3--N, which affected the removal of antibiotics. Overall, the constructed wetland substrate with NaOH-modified corn straw biochar can be effectively employed as an ecological method for eliminating SAs from the environment.
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  • 文章类型: Journal Article
    药物和个人护理产品(PPCP)在含盐废水处理过程中降解不足,并且在水生环境中的浓度和检测频率很高。在这项研究中,通过筛选植物实验选择了湿地植物Thaliadealbata,以确保良好的耐盐性和去除PPCP的高效率。开发了一种电集成垂直流人工湿地(E-VFCW),以改善PPCP的去除并减少抗生素抗性基因(ARG)的丰度。氧氟沙星的去除效率,恩诺沙星,和双氯芬酸在有厌氧阴极和好氧阳极室的系统中高于控制系统(41.84±2.88%,47.29±3.01%,53.29±2.54%)约为20.31%,16.04%,和35.25%。在装有好氧阳极和厌氧阴极室的系统中,布洛芬的去除效率比控制系统的去除效率(72.41±3.06%)高28.51%,并促进了ARGs的减少。电刺激可以增加植物酶的活性,增加它们对由PPCPs引起的压力的适应性,和PPCPs转移到植物。与PPCPs生物降解相关的物种(Geobacter,乳球菌,Hydrogenophaga,和Nitrospira)在系统的阳极和阴极室中富集。该研究为盐渍湿地中PPCPs的去除提供了必要的参考。
    Pharmaceuticals and personal care products (PPCPs) are insufficiently degraded in saline wastewater treatment processes and are found at high concentrations and detection frequencies in aquatic environments. In this study, the wetland plant Thalia dealbata was selected using a screening plant experiment to ensure good salt tolerance and high efficiency in removing PPCPs. An electric integrated vertical-flow constructed wetland (E-VFCW) was developed to improve the removal of PPCPs and reduce the abundance of antibiotic resistance genes (ARGs). The removal efficiency of ofloxacin, enrofloxacin, and diclofenac in the system with anaerobic cathodic and aerobic anodic chambers is higher than that of the control system (41.84 ± 2.88%, 47.29 ± 3.01%, 53.29 ± 2.54%) by approximately 20.31%, 16.04%, and 35.25%. The removal efficiency of ibuprofen in the system with the aerobic anodic and anaerobic cathodic chamber was 28.51% higher than that of the control system (72.41 ± 3.06%) and promotes the reduction of ARGs. Electrical stimulation can increase the activity of plant enzymes, increasing their adaptability to stress caused by PPCPs, and PPCPs are transferred to plants. Species related to PPCPs biodegradation (Geobacter, Lactococcus, Hydrogenophaga, and Nitrospira) were enriched in the anodic and cathodic chambers of the system. This study provides an essential reference for the removal of PPCPs in saline-constructed wetlands.
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  • 文章类型: Journal Article
    在全球范围内,富营养化是对水质最普遍的环境威胁之一,主要是由废水中营养物质浓度升高引起的。这项研究的重点是使用具有成本效益的铝浮渣(AD),铝工业废物转化为增值材料,增强其操作可行性和高端应用,以去除水中的磷酸盐和铵。通过固定在藻酸钙中以形成藻酸钙铝浮渣(Ca-Alg-Al浮渣)珠来解决AD的操作挑战,例如其粉末性质和仅在极端pH条件下的有效操作。进一步测试了这些Ca-Alg-Al浮渣珠在两个不同的水环境系统中从天然废水中去除磷酸盐和铵的方法:(i)垂直流人工湿地(VF-CWs),然后是Ca-Alg-Al浮渣珠固定床系统和(ii)Ca-Alg-Al浮渣珠安装在漂浮式人工湿地(FCW)上,以修复污染的生态系统。我们的结果表明,最大的磷酸盐和铵去除率为85±0.41%和93.44%,分别,在VF-CWs中依次为Ca-Alg-Al浮渣珠固定床系统。安装有Ca-Alg-Al浮渣珠的FCW系统的最大磷酸盐去除率为79.18±8.56%,铵去除率为65.45±21.04%。此外,通过用天然藻类人工接种处理过的水以模拟富营养化条件,评估来自FCW系统的处理过的水抑制藻类生长的潜力。有趣的是,发现来自FCW系统的处理水能够阻止藻类生长。此外,扫描电子显微镜与能量色散X射线(SEM-EDX)和傅里叶变换红外(FTIR)光谱证实了官能团和表面性质和可能参与的多种机制,包括离子交换,静电吸引,和配体络合去除磷酸盐和铵。总的来说,这些结果为将AD用于废水处理的高端应用提供了一种有希望的方法。
    On global scale, eutrophication is one of the most prevalent environmental threats to water quality, primarily caused by elevated concentration of nutrients in wastewater. This study focuses on using a cost-effective aluminium dross (AD), an aluminium industrial waste into value-added material, enhancing its operational feasibility and high-end application to remove phosphate and ammonium from water. The operational challenges of AD such as its powdered nature and effective operation under only extreme pH conditions were addressed by immobilizing in calcium alginate to form calcium alginate aluminium dross (Ca-Alg-Al dross) beads. These Ca-Alg-Al dross beads were further tested for phosphate and ammonium removal from natural wastewater in two different aqueous environment systems: (i) vertical flow constructed wetlands (VF-CWs) followed by Ca-Alg-Al dross beads fixed bed system and (ii) Ca-Alg-Al dross beads mounted floating constructed wetlands (FCW) for remediating polluted lentic ecosystems. Our results show maximum phosphate and ammonium removal of 85 ± 0.41 % and 93.44 %, respectively, in VF-CWs followed by Ca-Alg-Al dross beads fixed bed system. The Ca-Alg-Al dross beads mounted FCW system achieved maximum phosphate removal of 79.18 ± 8.56 % and ammonium removal of 65.45 ± 21.04 %. Furthermore, the treated water from the FCW system was assessed for its potential to inhibit algal growth by artificially inoculating treated water with natural algae to simulate eutrophic conditions. Interestingly, treated water from the FCW system was found capable of arresting the algal growth. Besides, scanning electron microscopy with energy dispersive X-ray (SEM-EDX) and Fourier transform infrared (FTIR) spectroscopy confirmed the functional groups and surface properties and probable participation of multiple mechanisms including ion exchange, electrostatic attraction, and ligand complexation for phosphate and ammonium removal. Overall, these results offer a promising way to utilize AD for high-end applications in wastewater treatment.
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  • 文章类型: Journal Article
    丛枝菌根真菌(AMF)定植已在人工湿地(CWs)中使用,以提高处理性能。然而,其在唑(杀真菌剂)降解和微生物群落变化中的作用尚不清楚。本研究旨在探讨AMF对CWs中戊唑醇及其代谢产物降解的影响。与无AMF定植(AMF-;8.79-14.48mg/L)的CW相比,AMF定植(AMF;9.63-16.37mg/L)的总有机碳水平始终较高。值得注意的是,戊唑醇去除迅速,两种治疗均在一天内发生(p=0.885),去除率从94.10%到97.83%不等。这主要是由于在开始时快速的底物吸收,而降解伴随着更长的时间。首次在CW中报告了四种代谢物:羟基戊唑醇,戊唑醇内酯,戊唑醇羧酸,和戊唑醇。AMF降低了液相中戊唑醇的丰度,表明AMF对脱氯过程有抑制作用。此外,戊唑醇的羧酸和羟基主要存在于植物根中,在AMF+处理中观察到更高的丰度。宏基因组分析强调了细菌群落结构的增加,有利于有益微生物(xanthomonadales,黄毛科,和溶菌酶),伴随着像codA这样的功能基因的显著存在,NAD,在AMF+治疗中死亡。这些发现强调了AMF对戊唑醇应激韧性的积极影响,微生物群落修饰,以及CW中生物修复能力的增强。
    Arbuscular mycorrhizal fungi (AMF) colonization has been used in constructed wetlands (CWs) to enhance treatment performance. However, its role in azole (fungicide) degradation and microbial community changes is not well understood. This study aims to explore the impact of AMF on the degradation of tebuconazole and its metabolites in CWs. Total organic carbon levels were consistently higher with the colonization of AMF (AMF+; 9.63- 16.37 mg/L) compared to without the colonization of AMF (AMF-; 8.79-14.48 mg/L) in CWs. Notably, tebuconazole removal was swift, occurring within one day in both treatments (p = 0.885), with removal efficiencies ranging from 94.10 % to 97.83 %. That\'s primarily due to rapid substrate absorption at the beginning, while degradation follows with a longer time. Four metabolites were reported in CWs first time: tebuconazole hydroxy, tebuconazole lactone, tebuconazole carboxy acid, and tebuconazole dechloro. AMF decreased the abundance of tebuconazole dechloro in the liquid phase, suggesting an inhibitory effect of AMF on dechlorination processes. Furthermore, tebuconazole carboxy acid and hydroxy were predominantly found in plant roots, with a higher abundance observed in AMF+ treatments. Metagenomic analysis highlighted an increasing abundance in bacterial community structure in favor of beneficial microorganisms (xanthomonadales, xanthomonadaceae, and lysobacter), along with a notable presence of functional genes like codA, NAD, and deaD in AMF+ treatments. These findings highlight the positive influence of AMF on tebuconazole stress resilience, microbial community modification, and the enhancement of bioremediation capabilities in CWs.
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  • 文章类型: Journal Article
    人工湿地是基于自然的解决方案,能够从水中去除不同的污染物,包括砷。鉴于砷的毒性及其在全球水源中的存在,砷是一种值得关注的污染物。尽管人们对在实验室规模上研究人工湿地在处理砷污染水方面的表现越来越感兴趣,这些解决方案在试点和全面范围内的应用仍然有限。了解和预测人工湿地对砷的去除,已经开发了一些数值模型。在黑匣子模型中,只提出了一阶模型,结果不成功。最能描述人工湿地中砷滞留过程的模型是RCB-砷,改编自Retraso-CodeBright的机械模型,用于模拟砷的反应性传输。该模型包括砷沉淀,砷在支持介质上的吸附,植物根部对砷的吸附和植物对砷的吸收;以反应传输方程的反应项表示。因此,它包括在人工湿地中去除砷的三个主要过程中的两个:沉淀,吸附,和共沉淀。尽管如此,关于砷地球化学的知识,这些反应速率的制定需要改进。此外,使用来自单个水平潜流人工湿地系统的数据对该模型进行了校准和验证,处理了一种合成水。因此,它不能应用于其他类型的砷污染水或其他人工湿地系统。此外,相关物种-特别是铁-的反应性迁移及其在除砷中的作用,伴随着与有机物存在相关的氧化还原反应,氧化物或细菌-,必须包括在内。一个综合的机械模型,能够模拟不同的设计,环境和操作条件可用于指导以去除砷为目标的人工湿地的设计。
    Constructed wetlands are nature-based solutions able to remove different pollutants from water, including arsenic. Arsenic is a pollutant of concern given its toxicity and its presence in water sources worldwide. Despite the increased interest in investigating the performance of constructed wetlands in the treatment of arsenic-contaminated water at the laboratory scale, the application of these solutions at the pilot and full scale is still limited. To understand and predict the removal of arsenic in constructed wetlands, some numerical models have been developed. Among black box models, only first-order models have been proposed, with unsuccessful results. The model that best describes arsenic retention processes in constructed wetlands is RCB-ARSENIC, a mechanistic model adapted from Retraso-CodeBright that simulates arsenic reactive transport. This model includes arsenic precipitation, arsenic sorption on supporting media, arsenic sorption on plants roots and arsenic uptake by plants; represented in the reactive term of the reactive transport equation. Thus, it includes two of the three main processes that remove arsenic in constructed wetlands: precipitation, sorption, and coprecipitation. Despite this, and what is known about arsenic geochemistry, the formulation of these reactive rates requires improvement. In addition, this model was calibrated and validated using data from a single horizontal subsurface flow constructed wetland system, which treated one type of synthetic water. Therefore, it cannot be applied to other types of arsenic-contaminated water or other constructed wetland systems. Moreover, the reactive transport of relevant species -especially iron- and their role in arsenic removal, along with relevant redox reactions associated to the presence of organic matter, oxides or bacteria-, must be included. A comprehensive mechanistic model able to simulate different design, environmental and operation conditions may be used to guide the design of constructed wetlands targeting the removal of arsenic.
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  • 文章类型: Journal Article
    当以低碳氮比(C/N)处理农业径流时,在人工湿地(CWs)中有效去除氮仍然具有挑战性。然而,使用生物炭,铁矿石,和FeCl3改性的生物炭(Fe-BC)作为改良剂可以潜在地提高CW中总氮(TN)的去除效率,但添加这些底物的潜在机制尚不清楚.在这项研究中,五个CW:石英砂人工湿地(对照),生物炭人工湿地,Fe-BC人工湿地,铁矿人工湿地,铁矿石+生物炭人工湿地,是为了比较它们的治疗性能而建造的。分析了根际微生物群落组成及其共现网络,以揭示驱动其治疗性能的潜在机制。结果表明,铁矿石是最有效的改良剂,尽管所有处理都提高了CW中TN的去除效率。氨氧化,异养反硝化,硝酸盐依赖性厌氧亚铁氧化(NAFO),和Feammox细菌在铁矿石系统中的丰度较高,并导致同时去除NH4-N,NO3--N,和NO2--N.共现网络的视觉表示进一步表明,合作共生(正链接的比例很高)和与氮和铁循环相关的属(尤其是氨氧化细菌,异养反硝化细菌,NAFO细菌,和Feammox细菌)在铁矿石系统中,最终实现了最高的TN去除效率。这项研究为如何使用不同的铁矿石或生物炭基质来处理CW中的农业径流提供了重要的见解。
    Efficient nitrogen removal in constructed wetlands (CWs) remains challenging when treating agricultural runoff with a low carbon-to-nitrogen ratio (C/N). However, using biochar, iron ore, and FeCl3-modified biochar (Fe-BC) as amendments could potentially improve total nitrogen (TN) removal efficiency in CWs, but the underlying mechanisms associated with adding these substrates are unclear. In this study, five CWs: quartz sand constructed wetland (Control), biochar constructed wetland, Fe-BC constructed wetland, iron ore constructed wetland, and iron ore + biochar constructed wetland, were built to compare their treatment performance. The rhizosphere microbial community compositions and their co-occurrence networks were analyzed to reveal the underlying mechanisms driving their treatment performance. The results showed that iron ore was the most efficient amendment, although all treatments increased TN removal efficiency in the CWs. Ammonia-oxidizing, heterotrophic denitrifying, nitrate-dependent anaerobic ferrous oxidizing (NAFO), and Feammox bacteria abundance was higher in the iron ore system and led to the simultaneous removal of NH4+-N, NO3--N, and NO2--N. Visual representations of the co-occurrence networks further revealed that there was an increase in cooperative mutualism (the high proportion of positive links) and more complex interactions among genera related to the nitrogen and iron cycle (especially ammonia-oxidizing bacteria, heterotrophic denitrifying bacteria, NAFO bacteria, and Feammox bacteria) in the iron ore system, which ultimately contributed to the highest TN removal efficiency. This study provides critical insights into how different iron ore or biochar substrates could be used to treat agricultural runoff in CWs.
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  • 文章类型: Journal Article
    排放到人工湿地中的微塑料(MPs)对这些生态系统构成了风险。然而,MP对不同类型的大型植物的扰动,在净化湿地污染物方面发挥着重要作用,还没有完全阐明。在这项研究中,研究了聚苯乙烯MPs(PS-MPs)扰动对种植有新兴和沉水植物的表面流人工湿地的氮去除和感官质量的影响。PS-MP暂时提高了氮去除效率,而氮去除率常数随着暴露时间的延长而下降。E组和S组NH4+-N去除率常数分别下降了25.78%和34.03%。S组NO3--N去除率常数下降了22.13%。反硝化菌包括硫杆菌,红杆菌属,硫磺被强调。PS-MPs暴露后感官质量下降,这与叶绿素a的变化显着相关,粒度分布,和有色溶解的有机物。PS-MPs对E组浊度和S组色度影响较大。总的来说,在国会议员的曝光下,E组的大型植物更适合脱氮,S组中的大型植物更好地净化了浊度。该研究可为更好地配置水生植物提供依据,以降低PS-MPs干扰的净化风险。
    Microplastics (MPs) discharging into constructed wetlands pose risks to these ecosystems. Nevertheless, the perturbation of MPs to different types of macrophytes, which play important roles in purifying pollutants of wetlands, has not been fully elucidated. In this study, polystyrene MPs (PS-MPs) perturbation on nitrogen removal and sensory quality of surface flow constructed wetlands planted with emergent and submerged macrophytes were investigated. PS-MPs enhanced N removal efficiencies temporarily, whereas the N removal rate constants were declined as exposure time was prolonged. The NH4+-N removal rate constants declined by 25.78 % and 34.03 % in E and S groups respectively. The NO3--N removal rate constants declined by 22.13 % in the S groups. Denitrifiers including Thiobacillus, Rhodobacter, and Sulfuritalea were stressed. The sensory quality deteriorated after PS-MPs exposure, which was significantly related to changes in Chlorophyll a, particle size distribution, and colored dissolved organic matter. Turbidity in E groups and chroma in S groups were greatly affected by PS-MPs. Overall, under MPs exposure, macrophytes in E groups were more suitable for nitrogen removal, and macrophytes in S groups better purified the turbidity. The study could provide the basis for better allocation of macrophytes in CWs to reduce the purifying risk by PS-MPs disturbance.
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  • 文章类型: Journal Article
    人工湿地(CWs)已成为有效的废水处理系统,模仿自然湿地过程,但设计用于提高污染物去除效率。铵(NH4+)和硝酸盐(NO3-)是废水中常见的污染物,造成重大的环境和健康风险。这项研究的主要目的是比较使用砾石和三种尺寸的天然浮石的CWs的性能,连同南方芦苇,在水平和水平-垂直CW中,用于在生活污水的辅助处理中去除硝酸盐和铵。此外,该研究旨在使用MATLAB软件开发和验证数值模型来预测这些污染物的去除效率,从而有助于CW设计和操作的优化。该模型根据质量守恒定律作为零维模型运行,将湿地视为完全混合的反应器,从而避免了与多孔介质中溶质运动相关的复杂性。它可以准确预测化学品的去除效率,生物化学,和生物指标,同时考虑植物吸收的主动和被动吸收机制。值得注意的是,模型方程中系数的确定不依赖于由于采样问题而可能容易出错的实验室测量。相反,优化技术与现场数据一起稳健地估计这些系数,确保可靠性和实用性。结果表明,较高的污染物浓度会增加反应速率,特别是提高CW去除铵的效率。浮石,特别是在较大的尺寸,表现出优异的吸收由于增加的孔隙率和表面积。总的来说,该模型准确预测硝酸盐浓度,证明了其在CW性能优化方面的潜力,并确认了有效的污染物去除策略在废水处理中的重要性。
    Constructed wetlands (CWs) have emerged as effective wastewater treatment systems, mimicked natural wetland processes but engineered for enhanced pollutant removal efficiency. Ammonium (NH4+) and nitrate (NO3-) are among common pollutants in wastewater, posing significant environmental and health risks. The primary objective of this study is to compares the performance of CWs using gravel and three sizes of natural pumice, along with phragmites australis, in horizontal and horizontal-vertical CWs for nitrate and ammonium removal in the complementary treatment of domestic wastewater. Additionally, the study aims to develop and validate a numerical model using MATLAB software to predict the removal efficiency of these pollutants, thereby contributing to the optimization of CW design and operation. The model operates as a zero-dimensional model based on the law of mass conservation, treating the wetland as a completely mixed reactor, thus avoiding complexities associated with solute movement in porous media. It accurately could predict removal efficiency of chemical, biochemical, and biological indicators while considering active and passive absorption mechanisms by plant uptake. Notably, the determination of coefficients in the model equation does not rely on potentially error-prone laboratory measurements due to sampling issues. Instead, optimization techniques alongside field data robustly estimate these coefficients, ensuring reliability and practicality. Results indicate that higher pollutant concentrations increase reaction rates, particularly enhancing CW efficiency in ammonium removal. Pumice, especially in larger sizes, exhibits superior absorption due to increased porosity and surface area. Overall, the model accurately predicts nitrates concentrations, demonstrating its potential for CW performance optimization and confirming the significance of effective pollutant removal strategies in wastewater treatment.
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