Next Article in Journal
Indicators of Sustainable Forestry: Methodological Approaches for Impact Assessments across Swedish Forestry
Previous Article in Journal
Towards Sustainable Material: Optimizing Geopolymer Mortar Formulations for 3D Printing: A Life Cycle Assessment Approach
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

Progress in Multi-Soil-Layering Systems for Wastewater Treatment

by
Teng-Fei Ma
1,2,3,*,
Jin Wu
2,3,
Li Feng
2,3,
Xin-Ping Chen
1 and
Jing He
4,*
1
College of Resources and Environment, Southwest University, Chongqing 400716, China
2
Water Environment Engineering Technology Innovation Center, Chongqing Academy of Ecological and Environmental Sciences, Chongqing 401147, China
3
Southwest Branch of Chinese Research Academy of Environmental Sciences, Chongqing 401336, China
4
School of Environment and Resources, Southwest University of Science and Technology, Mianyang 621010, China
*
Authors to whom correspondence should be addressed.
Sustainability 2024, 16(8), 3330; https://doi.org/10.3390/su16083330
Submission received: 29 February 2024 / Revised: 7 April 2024 / Accepted: 15 April 2024 / Published: 16 April 2024
(This article belongs to the Section Environmental Sustainability and Applications)

Abstract

:
The use of decentralized wastewater treatment technologies is a reasonable solution for rural areas. As a decentralized treatment technology, the multi-soil-layering (MSL) system has recently drawn an increasing amount of attention owing to its merits, such as a high hydraulic load rate, small land area occupation, low probability of clogging, low investment, and low operation cost. This review summarizes the progress in MSL systems in the past decade, focusing on the directions of efforts for system optimization, the latest applications of MSL systems to various wastewater treatments, and the integration of MSL with other technologies. The great application potential of MSL systems is illustrated, and future research directions regarding better application of MSL systems are provided.

1. Introduction

It is reported that about half of the world’s population is living in rural areas, with most of them still facing the problems of unsound or inefficient sanitation systems [1]. For most low-income countries, the use of centralized treatment systems in rural areas or peri-urban cities causes a debt burden to local residents or governments [2]. Therefore, the use of decentralized treatment technologies has become a reasonable solution.
Septic tanks are a common traditional decentralized treatment technology. Although they are simple and safe, the concentrations of suspended solids (SS), total nitrogen (TN), total phosphate (TP), and biological oxygen demand (BOD) in septic tank effluent cannot meet local emission standards [3]. Ecological technologies that rely on the filtration, adsorption, and degradation of soil, plants, and microorganisms to purify wastewater are suitable for remote rural areas due to their very low energy requirements and specialized operations [4,5]. Common decentralized treatment technologies primarily include constructed wetlands (CWs), soil filtration systems, and oxidation ponds. These technologies also have their own limitations. For example, slow soil filtration systems and oxidation ponds require large land areas [4,6], while CWs require large investments, as well as having high operation and maintenance costs [7].
The multi-soil-layering (MSL) system has gained increasing interest in recent years as a promising alternative to common centralized and decentralized technologies. The MSL system was first proposed by Japanese researchers in the 1990s. MSL systems are an improvement based on soil treatment systems. An MSL system primarily consists of soil mixture blocks (SMBs) and permeable layers (PLs) that are constructed in the form of stacked bricks to form a modularized soil treatment system [8]. MSL systems avoid the disadvantages of traditional soil filtration processes, such as occupying large amounts of land, clogging problems, poor nitrogen removal performance, and a low treatment load. They have the advantages of requiring a low investment and low operation costs [4]. Many studies on MSL systems have been conducted since the first MSL system was proposed. It was initially proposed for treating domestic wastewater, but the applications of MSL systems have been extended to treating landfill leachate, polluted river water, aquaculture wastewater, industrial wastewater, antibiotics wastewater, and other aquatic areas [9,10,11,12,13]. Moreover, to further enhance MSL system performance, many studies have examined optimizations of MSL systems and pollutant removal mechanisms [14,15,16,17,18].
In this review, the progress in MSL systems during the past decade is summarized with a focus on the direction of system optimization efforts, the latest applications of MSL systems to different wastewater treatments, and the integration of MSL systems with other technologies. This review provides a deeper understanding of MSL systems and facilitates their further application.

2. Primary Mechanisms

Different from traditional soil treatment systems, an MSL system is a modularized soil ecosystem that contains aerobic areas and anaerobic areas, where SMBs constitute anaerobic areas and PLs form aerobic areas (Figure 1) [19]. SMBs are generally mixtures of soil, sawdust, charcoal, rice straw, and iron particles and are placed in the system in the form of bricks. PLs fill the gaps around SMBs, and the materials used as PLs are usually gravel, pumice, or zeolite. Although it is optional, an aeration system is utilized in most cases; the reason for this will be discussed later.
Detailed pollutant removal mechanisms can be found in previous literatures [4,19,20]. The pollutant removal mechanisms of an MSL system are shown in Figure 2. Briefly, the soil in the SMBs acts as a filter and provides places for microbes to attach and reproduce. Organic matter (OM) in SMBs, such as sawdust and rice straw, provides carbon sources for the denitrification process in SMBs. Charcoal can adsorb a variety of wastewater pollutants. Moreover, iron particles can release iron ions and promote the removal of phosphorus in water through adsorption or co-precipitation after the formation of hydrated iron oxide in SMBs or PLs [21]. Gravel, pumice, and zeolite are commonly used as PL materials. PLs fill the gaps around SMBs and, owing to their large particle size and high porosity, PLs can promote the diffusion of water flow and lower the possibility of clogging. In addition, the porous materials in PLs can also adsorb pollutants and facilitate the growth of microorganisms.

3. Comparative Assessment of MSL and Alternative Techniques

This section provides a comparative evaluation of the MSL system and other alternative treatment techniques based on a comprehensive literature analysis. According to the reviewed literature, the MSL system demonstrates good performance in the removal of traditional pollutants from various types of wastewaters, such as SS, BOD, COD (chemical oxygen demand), NH4+, TN, and TP. As shown in Table 1, compared to common alternative techniques such as CWs, stabilization ponds, and sand filtration, the MSL system has advantages, such as a small land occupation, low maintenance frequency, and no odor or insect production. Indeed, these advantages are the reasons why the MSL system is considered to have great potential for application in rural wastewater treatment. However, the MSL system also has certain shortcomings, such as the risk of clogging under high hydraulic loading rates (HLRs) and the need for improved effluent sanitation efficiency. Substantial research is needed in the future to overcome the deficiencies of the MSL system and to further enhance its performance.

4. Applications to Different Wastewater Types

4.1. Domestic Wastewater

Owing to the advantages of only requiring a small land area, low construction cost, and simple operation and maintenance, MSL systems have been widely used for small-scale domestic wastewater treatment, especially for rural decentralized domestic wastewater.
In the beginning, MSL systems were originally developed to treat domestic wastewater, and showed good removal performance for SS, BOD, COD, TN, and TP in early studies [32,33,34]. In recent years, domestic wastewater treatment has remained one of the most important research and application directions of MSL systems. With the continuous optimization of MSL system design and operating parameters, satisfactory removal efficiencies of C, N, and P in domestic wastewater by MSL systems were obtained. Normally, the removal efficiencies of MSL systems for COD, ammonia nitrogen, TN, and TP can reach greater than 80%, 85%, 60%, and 80%, respectively [14,35,36]. For instance, Latrach et al. [37] utilized an MSL system with shape-modified SMBs to treat secondary effluent from a domestic wastewater treatment plant and found that the MSL system accomplished good removal efficiencies for COD, ammonia nitrogen, TN, and TP at 81%, 89%, 92%, and 98%, respectively. To treat rural domestic wastewater, Wang et al. [17] added sludge-based biochar materials into SMBs, which strengthened the MSL system performance, and the removal efficiencies of COD, ammonia nitrogen, TN, and TP were 80%, 90%, 65%, and 92%, respectively. Zidan et al. [38] employed a hybrid MSL system treating domestic wastewater. The hybrid MSL system is composed of a vertical flow MSL unit in series with a subsurface horizontal flow MSL unit. The hybrid MSL system showed good removal performance for the septic tank output with a concentration of total SS (TSS), COD, TP, and TN ranging from 6.70–118.70 mg/L, 40.83–210.09 mg/L, 0.64–4.77 mg/L, 16.67–41.69 mg/L, respectively, and the removal efficiencies of TSS, COD, TP, and TN were 97%, 79%, 76%, and 27%, respectively.
Hence, MSL systems are generally efficacious in removing conventional nutrients (C, N, and P) in domestic wastewater. With the growing global concern with regard to water resources, water ecological health, and drinking water safety, the standards for the effluent water quality of wastewater treatment systems have been elevated. Therefore, apart from the removal of conventional nutrients, the removal of pathogens and emerging pollutants in wastewater, such as microplastics, antibiotics, endocrine disruptors, and persistent organic pollutants, has become a new research focus in the wastewater treatment field. Nevertheless, there is currently a paucity of research on the removal performance of pathogens and emerging pollutants in domestic wastewater by MSL systems. Therefore, it is imperative to conduct research in these areas in the future.
Additionally, it is important to note that many regions around the world face water scarcity issues, and reusing treated domestic wastewater can help to alleviate this problem. The MSL system for treating domestic wastewater has been reported as being used for irrigation and can be a valuable source of plant nutrients and soil fertilizers [39,40]. Therefore, from the perspective of the fertility of irrigation water, future studies may not have to pursue a high removal efficiency of nutrients but should pay more attention to the biological safety of the effluent.

4.2. High-Strength Wastewater

4.2.1. Livestock Wastewater

In addition to domestic wastewater, MSL systems have also been used for livestock wastewater (LW) treatment in recent years. Unlike domestic wastewater, LW typically contains high concentrations of OM, nitrogen, phosphorous, and pathogenic bacteria [41]. Moreover, antibiotics, parasiticide, heavy metals, and steroid hormones are also presences in LW [42]. Therefore, if LW is discharged without proper treatment, surface water and groundwater will be contaminated. Although some conventional biological technologies have been utilized for the decentralized LW treatment, such as anaerobic sludge beds [43], and CWs [44], and have shown positive results, the problems such as the large area occupied, high operation and maintenance costs, and relatively poor performance still exist. Therefore, researchers have tried to utilize MSL systems for LW treatment. The performances of MSL systems in removing conventional contaminants in LW have been relatively satisfactory. For example, Liu et al. [18] reported that when treating LW with a microcurrent-assisted MSL system, when the concentrations of COD, TP, and TN are 1200, 10, and 120 mg/L, respectively, the removal efficiencies of COD and TP reached 95.45% and 92.0%, respectively, and the removal efficiency of TN was at 60–75%. When treating anaerobically digested swine wastewater with initial concentrations of ammonia nitrogen, TN, and TP, these appeared as 682.6, 761.8, and 22.8 mg/L, respectively, and the highest removal efficiencies of ammonia nitrogen, TN, and TP were 94.2%, 94.4%, and 92.5%, respectively [45]. Guo et al. [46] found that when dosing 0.1 critical micelle concentration of biosurfactant into the MSL system for treating anaerobically digested swine wastewater, under the condition of hydraulic loading rate (HLR) being 120 L/m2/d and the inflow ammonia nitrogen being 1000 mg/L, the ammonia removal performance of the MSL system was enhanced, and a maximum ammonia removal efficiency of 93% was reached. These reports confirm that MSL systems have good potential to be used for removal of conventional nutrients in LW treatment. However, there are few reports on the removal efficiencies of MSL systems for antibiotics, pathogens, steroids, and heavy metals in LW. Future research should focus on these aspects to ensure the health and safety of MSL effluent for water and soil environments.

4.2.2. Food Industry Wastewater

In addition to LW, many food industry wastewaters also have the characteristics of high nitrogen, phosphorus, OM, and pathogen contents, such as dairy industry wastewater [47] and rice noodle industry wastewater [48]. Regarding the wastewater produced in extensive centralized food industrial parks, it is common to have centralized sewage treatment facilities for processing. However, when it comes to the wastewater generated by small-scale handcrafted food production in remote and underdeveloped villages [49], as well as dairy wastewater on islands [47], centralized sewage treatment systems and bioremediation technologies based on soil and plants are not feasible due to their high operating and maintenance costs and large land area requirements. In such situations, the MSL system has demonstrated encouraging potential for application. When treating dairy industry wastewater (TN: 5.39–44.6 mg/L, TP: 17.76–21.39 mg/L) with an MSL system, it was found that the MSL system, using Leilehua soil as an aerobic layer, removed the inorganic nitrogen and phosphate by 22–93% and 64–99%, respectively, and by utilizing a constant aeration rate and sucrose addition, the nitrogen and phosphorus removal performances can be further improved [47]. In the scenario of utilizing an MSL system to treat rice noodle wastewater in a handicraft village, the COD, ammonia nitrogen, phosphorus (PO4-P), and TSS removal efficiencies were 67.42%, 53.1%, 44.73%, and 80%, respectively, with the initial influent concentrations of these pollutants appearing as 197.50–766.25, 24.55–135.35, 8.56–24.20, and 37.60–132.00 mg/L, respectively [49]. Compared to the vertical flow constructed wetland (VFCW) used for rice noodle wastewater treatment, the MSL system showed similar removal efficiencies for COD, ammonia nitrogen, and TSS, and a higher phosphorus removal efficiency [49]. Generally, the MSL system can meet the local effluent requirements for OM and suspended matter, but nutrient removals require further strengthening. Therefore, it is promising that, after optimization according to food industry wastewater characteristics, MSL systems can be employed as an alternative technology for food industry wastewater treatment.

4.2.3. Landfill Leachate

Landfill leachate is also a typical type of high-strength wastewater, which has low biodegradability and a high content of COD, nitrogen, and toxic substances [50,51]. Although biological processes are commonly employed for landfill leachate treatment, the refractory organic matters and high ammonia contents are still challenging [51]. The integration of advanced oxidation technology and other technologies as post-treatment methods has good application possibilities in the field of leachate treatment [52,53,54], but the treatment cost is typically high [55]. Guan et al. [9] utilized an MSL system to treat rural unsanitary landfill leachate (ammonia nitrogen: 59.9 ± 22.0 mg/L, COD: 218.4 ± 133.8 mg/L, TP: 1.3 ± 1.1 mg/L) and studied the influence of different HLRs and intermittent aeration on the MSL system performance. For 184 days running, results indicated that under an HLR of 200 L/m2/d and no aeration, the effluent ammonia nitrogen, COD, and TP met the local emission standards. Moreover, a higher HLR and intermittent aeration can not only solve the clogging problem of MSL systems, but also strengthen the nitrification process of the systems. These results suggested that the MSL system is suitable for nutrient removal in landfill leachate. However, to the best of our knowledge, there is currently no research on the performance of MSL systems in the removal of toxic substances in landfill leachate, such as xenobiotics and heavy metals. In order to practically apply MSL systems to the treatment of landfill leachate, a significant amount of research in this direction needs to be conducted in the future.

4.3. Water/Wastewater Containing Special Pollutants

In addition to the aforementioned wastewater, researchers are expanding the application of MSL systems to the treatment of water/wastewaters containing special pollutants.

4.3.1. Microcystins

Water bodies contaminated with microcystins (MCs) are potential risks to the environment and human health [56]. Among the MCs, the most toxic is MC-LR [57]. Although slow sand filtration [58] and CW technologies [59] have shown good performance for MC-LR treatment, more studies are required for large-scale applications of slow sand filtration. In addition, CWs require large land areas. In order to address the limitations of the aforementioned technologies, Aba et al. [60] endeavored to employ an MSL system for the treatment of simulated surface water contaminated by MC-LR. The MSL system utilized pozzolan as the PL material, and local sand, iron chips, charcoal, and sawdust as the SMB materials. Following a five-week operation, the MSL system successfully achieved a removal rate of over 95% for the MC-LR. This study serves as a testament to the potential of MSL systems for the treatment of water bodies contaminated by MCs. It should be noted that, in this study, distilled water containing MCs was used, whereas actual water bodies may have more complex compositions, such as the presence of algae and various organics. The existence of these substances may affect the performance of the MSL system in removing MCs. To date, this is the only study that has been conducted on the application of the MSL system to water bodies contaminated by MC. Further research on MSL systems’ removal performance for MC-LR and other MCs in real-world water bodies is needed.

4.3.2. Trace OMs

Trace OMs, such as drug-active compounds and endocrine disruptors, will produce disinfection by-products during drinking water treatment, thus posing a threat to public health [61]. However, the removal of these trace OMs has not been given full attention in wastewater treatment plants (WWTPs) [62]. To efficiently remove trace OMs from wastewater, Maeng et al. [63] employed an MSL system as a tertiary wastewater treatment technology. The results showed that the MSL system can remove greater than 80% of pentoxifylline, caffeine, 17-acetinyl estradiol, estradiol, and 17-estradiol in wastewater. These results demonstrated that the MSL system is promising as a trace OM removal technology in tertiary wastewater treatment. It should be noted that the trace OMs were spiked into the influent of the MSL system at 2 µg/L, which is relatively higher than the concentration of those found in the aquatic environment [63]. Future studies based on the real concentrations of trace OMs or real water/wastewater should be carried out. Meanwhile, more research on the removal efficiencies and mechanisms of MSL systems for other types of trace organic contaminants are still needed.

4.3.3. Residual Antibiotics

Residual antibiotics in the environment pose a threat to water safety and environmental microbial diversity [64,65]. The existing soil-based treatment technology has good performance for antibiotic removal [66], but there are also problems such as instability [67], large land area occupation, a low load rate, and clogging. To solve the above problems, Song et al. [10] utilized an MSL system to treat poultry wastewater containing sulfamethoxazole (SMX). It was found that the SMX removal efficiencies were stabilized above 91% after 40 days of operation with a low influent SMX concentration (1 mg/L) and pH (pH = 3), as well as medical stone used as a PL material. The findings of this study suggest that the MSL system holds promise for the treatment of wastewater that contains antibiotics. However, there is currently a lack of research on the removal effects and mechanisms of other types of antibiotics by the MSL system. Moreover, in the real world, there may be kinds of residual antibiotics existing in water/wastewater. Therefore, the removal performance of the MSL system for multiple residual antibiotics, and the adaptation mechanisms of microbes in the MSL system to multiple residual antibiotics are still unclear. Therefore, a significant amount of research is still needed in these areas in the future.

5. Strategies for System Optimization

5.1. SMBs

5.1.1. Size and Shape

A good reactor structure design is critical to improve reactor performance and reduce construction costs. For MSL systems, the design of SMBs has an important impact on MSL system performance. In most lab-scale studies, the size of the SMB is closer to a square brick [9,15,16,60,68], but it should be noted that narrower and thinner SMBs benefit MSL systems more.
Narrower SMBs increase the number of PLs between SMBs, which is more conducive to good water flow distribution, thus improving system performance and lowering the risk of clogging [69,70]. Additionally, narrower SMBs increase the overall side surface area of SMBs in MSL systems, which is conducive to contact between wastewater and the SMBs, thus improving the removal performance of MSL systems [71,72]. Thinner SMBs are conducive to allowing the full play of the decontamination function of SMBs because the upper portion of thicker SMBs is more prone to clogging [71]. Moreover, thinner SMBs can increase the SMB layers in the MSL system, thereby increasing the total surface area of SMBs, which is conducive to improving the removal performances of COD, BOD5, SS, and TP [72]. Therefore, the sizes of SMBs with dimensions within the range of (4.5–9) cm × (4.5–9) cm × (2–4) cm (length × width × height) may potentially enhance system performance.
Additionally, MSL system performance can be further optimized by improving the SMB shape. Although there is only one report on the optimization of SMB shape so far, it is quite encouraging and inspiring. The U-shape SMBs (Figure 3a) that Latrach et al. [37] designed create a meandering pattern of water flow through the system, allowing water to flow more evenly throughout the system and reducing the dead zone area, compared with a standard MSL system (Figure 3b). In addition, this design also increases the hydraulic retention time and the effective volume of the system, which further enhances the removal effects of the MSL system for coliforms and nutrients. When treating secondary effluent from a domestic wastewater treatment plant, the removal efficiencies of the MSL system with U-shaped SMBs for ammonia, TN, and TP all increased by more than 10% compared with the MSL system with common SMBs. Therefore, the design of the SMB shape also plays a critical role in improving MSL system performance, and in future studies more attention should be paid to this direction.
Based on the aforementioned studies on the optimization of SMBs, future works on optimizing both the shape and size of SMBs simultaneously might achieve unexpectedly good results.

5.1.2. Material Components

In earlier studies [9,35,36], SMBs primarily consisted of sawdust, rice straw, iron powder/iron slag, charcoal, and soil. These components play different roles in contamination removal, and there is room for improvement of SMB components to optimize MSL system performance.
  • Optimization of carbon sources
The traditional natural carbon sources, such as sawdust and rice straw, although cheap and accessible, often also have high nitrogen content and risk of clogging [73]. Therefore, optimization of carbon sources in SMBs is necessary. In recent years, solid OM substrates, acting as carbon sources and biofilm carriers, have shown good application prospects in low carbon-to-nitrogen ratio wastewater treatment due to a good carbon release effect and significantly improved denitrification efficiency [74,75,76]. This provides a new perspective for optimizing the material composition of SMBs. It has been proven that addition of a new carbon source in SMBs benefits denitrification processes in MSL systems. For example, Zhou et al. [77] developed a new blended carbon source, polyhydroxybutyrate (PHBV) sawdust, and mixed it with melon stone, blast furnace washing slag, and humus soil in SMBs. The PHBV sawdust contributed to the increase in denitrification gene abundance, the enhancement of energy metabolic processes, and the stimulation of enzymatic activity of histidine kinase, glycogen phosphorylase, and ATP enzymes. As a result, the denitrification performance of the MSL system was strengthened. Song et al. [10] added poly-(bubulosuccinate) (PBS) into SMBs, and it was mixed with surface soil, sawdust, and iron powder at a ratio of 1:7:1:1, thus achieving improvement of the denitrification efficiency. However, Hong et al. [73] found that when mixing PBS, soil, slag, and iron powder into SMBs, the removal of ammonia nitrogen and TN was negatively influenced. This was possibly due to the carbon released by the PBS in SMBs in the upper layers, which facilitated the growth and activity of heterotrophic bacteria, and this inhibited the activity of nitrification bacteria. This resulted in a reduction in the ammonia nitrogen removal efficiencies, further weakening the denitrification process and eventually leading to a decline in the TN removal efficiency.
It is important to note that the above studies did not explore the cost issue of the new carbon sources. Since these new carbon sources are all prepared through artificial synthesis, it is likely that their cost is higher than that of traditional carbon sources such as sawdust and straw. Considering that relatively low construction and operation costs are also one of the advantages of the system, future studies should give full consideration to the cost issue of new carbon sources while taking into account the improvement of system performance brought about by carbon sources.
In addition, the current research has not addressed the issue of the lifespan of the carbon source used within SMBs. When the carbon source is depleted over the MSL system’s service life, it is likely to have an adverse effect on the MSL system’s denitrification performance. How should we efficiently and cost-effectively replenish it? There are no answers yet.
  • Change of iron source
As previously mentioned, iron particles can release iron ions and promote the removal of phosphorus in water, and thus play an important role in the phosphorus removal performance of MSL systems. Using cost-effective and accessible iron sources, such as local natural materials or solid waste containing iron, to replace iron particles is promising. Chen et al. [78] attempted to utilize local common red clay containing iron oxide instead of iron particles to add into SMBs. Although the TP removal efficiencies of the MSL system that utilized local red clay were lower than that of the MSL system using iron particles, using local red clay showed a higher removal efficiency of P per gram Fe, and effectively reduced the overall cost of the MSL system. Waste steelmaking slags have also been employed to replace iron particles in SMBs, and a more than 85% phosphorus removal efficiency has been reported [79]. However, the aforementioned studies focused on the influence of iron source on the removal of phosphorus; whether the change in iron source affected the community structure in the SMBs and thus impacted the removal performance of other pollutants, such as COD, BOD, and TN, was not mentioned. Since iron affects bacterial activity and microbial community structures [80,81,82], which are related to the system’s performance in removing various pollutants, future research should fully consider the impact of iron sources on the overall performance of MSL systems, rather than focusing solely on the removal of phosphorus.
  • Addition of functional microorganisms
The adsorption and degradation functions of microorganisms play critical roles in the pollutant removal performance of MSL systems. Optimizing MSL system performance through the addition of functional microorganisms is worthwhile. Currently, no studies that have examined the direct addition of functional microbial agents have been reported. This may be due to the high cost of microbial agents, which mean that the use of them is not an economic option. Activated sludge from WWTP contains a large number of functional microorganisms and is cheap and easy to obtain, and can be an alternative to functional microbial agents. Song et al. [11] added activated sludge into SMBs with dry weight ratios of 0%, 5%, 10%, and 20% in an MSL system for turtle aquaculture wastewater treatment. It was found that a 20% addition of activated sludge into the SMBs significantly increased the ammonia nitrogen removal efficiencies of the MSL system. A denaturing gradient gel electrophoresis analysis implied that by adding activated sludge into the SMBs, the nitrification bacteria in the MSL system were enriched, and the stability of the nitrification process was also improved. This study demonstrated the good prospect of the addition of exogenous functional microorganisms to improve the MSL system’s performance. However, the functional bacteria in the activated sludge adapted to the MSL system. In another case, Hong et al. [73] reported that an activated sludge addition adversely influenced the COD removal efficiencies owing to the death of some bacteria that could not survive the anaerobic environment in SMBs. In addition, the indigenous microorganisms in the soil and influent played a key role in the removal of nitrogen and phosphate, while the exogenous microorganisms in the SMBs did not play a primary role. This study implied that whether the introduced exogenous microorganisms could adapt to the environment of an MSL system and maintain a certain advantage in competition with the indigenous microorganisms in an MSL system was the key to determining whether the exogenous microorganism addition could improve MSL system performance. Therefore, when adding exogenous microorganisms, the operating conditions of MSL systems and the characteristics of exogenous microorganisms should be fully considered to maximize the effect of the addition of exogenous microorganisms.
In addition, it is worth noting that with the rapid development of materials science, a variety of new environmental materials for pollution control are continuously being researched and developed. For example, various metal-based and carbon-based nanomaterials [83,84,85], as well as other composite catalysts [86,87,88,89], have been widely used in wastewater treatment. These materials have shown good performance in pollutant removal. Therefore, new environmental functional materials may also be added into SMBs to improve MSL system performance. However, there have been no reports yet on the use of the aforementioned materials in SMB. Relevant research should be carried out in the future. Nevertheless, it cannot be ignored that these materials may have adverse effects on microorganisms [90,91] and plants [92] in soil and water bodies, and sufficient attention to this should also be given in future research.

5.2. PLs

Compared to the large amounts of studies on SMB optimization, the numbers of studies on PL optimization have been fewer. Zeolite has been used as the PL layer packing in most MSL systems because its high cation exchange capacity benefits the adsorption of ammonia nitrogen. Studies have been conducted to discover whether there are better packing materials for PLs instead of zeolite. Ho et al. [93] tried to replace zeolite with different materials for wastewater treatment. The results indicated that under a lower hydraulic load (below 0.5 m3/m2/d), expanded clay grain material, oyster shells, and used granular activated carbon could be utilized to replace the zeolite to achieve effective wastewater treatment and reduce the construction cost. Song et al. [10] first used anthracite and medical stone as PL fillers when treating poultry wastewater containing antibiotics with an MSL system, and it was found that a medical stone performed better for SMX removal because of its large surface area. However, because there are no control MSL systems with commonly used materials as PLs, nor similar studies that have been performed, it remains unclear whether using medical stone for the PLs can optimize the MSL performance for SMX removal. In the future, screening for high-efficiency and low-cost materials remains the direction for PL optimization.

5.3. HLR

The HLR has an important influence on wastewater treatment system performance. Generally, under a too-low HLR, poor pollutant removal performance may be witnessed, as the death of some microorganisms in the MSL system will occur due to insufficient nutrition, which consequently leads to a fluctuation in the effluent quality; in most cases (as shown in Table 2), low or moderate HLRs are chosen for better pollutant removal performances [9,17,45,94]. If the HLR goes too high, the pollutant removal efficiencies will decline [95].
Moreover, it should be noted that in filters and biofilters, a higher HLR may cause clogging. This is because a higher HLR commonly results in a massive accumulation of SS and an increase in biofilms, which lower the porosity and thus lead to clogging [96,97]. Although MSL systems are characterized by high water permeability due to the brick-layer-like pattern of PLs and SMBs, clogging was reported when the HLRs became too high. Guan et al. [9] witnessed clogging of the two MSL systems running under HLRs of 800 and 1600 L/m2/d when treating leachate from rural unsanitary landfills with MSL systems, while the other two MSL systems operated stably under the HLRs of 200 and 400 L/m2/d. Masunaga et al. also reported that the MSL system was clogged when treating domestic wastewater containing high contaminations with HLRs of 1250, 1500, and 2000 L/m2/d [98]. Although the removal of SS in wastewater by pretreatments is recommended and generally accepted to reduce the clogging risk of CW [99], it seems appropriate aeration and proper operation cycle are enough to solve the clogging problem of MSL systems [9,98], and this will be discussed in later sections.
Table 2. Summary of studies on the influences of HLR on MSL systems.
Table 2. Summary of studies on the influences of HLR on MSL systems.
Type of WastewaterHLRs Applied (L/m2/d)Optimal HLR (L/m2/d)Removal Efficiencies under Optimal HLR (%)Other Primary Parameters of MSL SystemsReference
Domestic wastewater500, 1000, 1250, 1500, and 2000500For low concentration wastewater:
COD: 89; ammonia nitrogen: 98; TN: 44; TP: 73
For high concentration wastewater:
COD: 94; ammonia nitrogen: 98; TN: 45; TP: 89
MSL size(cm): 50 × 10 × 139 (L × W × H)
SMB size(cm): 20 × 10 × 10 (L × W × H)
SMB composition: andisols, sawdust, and granular iron metal in volume ratio of 6:2:2
PL: zeolite (0.1–0.3 cm in diameter)
Aeration: not used
[98]
Rural domestic wastewater400, 800, 1200, 1500, and 2000800~1200MSL system with SMBs containing sludge-based biochar:
COD: 90; ammonia nitrogen: 90.01; TN: 67.75; TP: 90.98
MSL system with SMBs containing wood chips:
COD: 87; ammonia nitrogen: 84.01; TN: 57.74; TP: 87.45
MSL system with SMBs containing charcoal:
COD: 82; ammonia nitrogen: 79.81; TN: 50.98; TP: 83.14
Effective volume of MSL system: 28 L (130 cm in height)
SMB composition: local soil, iron chips, and sludge-based biochar/wood chips/charcoal in dry mass ratio of 7:1:2
PL: zeolite
Aeration: not used
[17]
Domestic wastewater200, 300, and 500200COD: 92.46; ammonia nitrogen: 98.53; TP: 97.84; TN: 22.19MSL size (L × W × H, cm): 50 × 50 × 70
SMB size (L × W × H, cm): 12.5 × 50 × 5, and 15 × 50 × 5
SMB composition: local soil, cinder, and bio-ceramic in weight ratio of 6:3:1
PLs: zeolite (0.1–0.3 cm in diameter)
Aeration: not used
[94]
Synthetic domestic wastewater300, 400, and 500400COD: 93.4; ammonia nitrogen: 94.9; TN: 80.4; TP: 94.7MSL size (cm): 45 × 25 × 70 (L × W × H)
SMB size (cm): 22 × 11 × 8 (L × W × H)
SMB composition: clay soil and sawdust in dry weight ratio of 85:15
PLs: zeolite (0.3–0.5 cm in diameter)
Aeration: not used
[95]
Anaerobically digested swine wastewater80, 120, 160, and 200160ammonia nitrogen: 94.2; TN: 92.5; TP: 94.4MSL size (cm): 45 × 25 × 70 (L × W × H)
SMB size (cm): 22 × 11 × 8 (L × W × H)
SMB composition: clay soil and sawdust in dry weight ratio of 85:15
PLs: zeolite
Aeration: not used
[45]
Leachate from rural unsanitary landfills200, 400, 800, and 1600200COD: 72.0; ammonia nitrogen: 97.4; TN: 66.5; TP: 96.2MSL size (cm): 50 × 10 × 75 (L × W × H)
SMB size (cm): 10 × 9 × 3.8 (L × W × H)
SMB composition: soil, sawdust, iron, and charcoal in dry weight ratio of 5:3:1:1
PLs: zeolite (0.3–0.5 cm in diameter)
Aeration: only the MSL systems with high HLR (800 and 1600 L/m2/d) were executed when necessary
[9]
Note: HLR, hydraulic loading rate; MSL, multi-soil-layering; SS, suspended solids; TN, total nitrogen; TP, total phosphate; COD, chemical oxygen demand; SMB, soil mixture block; PL, permeable layer.
Since a higher HLR could reduce the required construction materials and land occupation of MSL systems, and consequently lower their cost, MSL systems with higher HLRs will always be welcomed on the premise of guaranteeing pollutant removal performance. To find the optimum HLR of an MSL system, it is necessary to fully conduct a lab-scale test and a pilot test so as to provide references for scale-up research in practical applications. In addition, the use of computer simulation analysis to predict the optimal HLR is a direction worthy of further study. Some studies have used machine learning and neural networks to predict the pollutant removal performance of MSL systems [100,101,102]. In the future, perhaps the optimal HLR can be predicted using a simulation according to the primary parameters of an MSL system.

5.4. Aeration

Operation with proper aeration also helps to improve the performance of an MSL system.
Studies in earlier years have shown that whether there is aeration or not in the MSL system has a large impact on the pollution removal performance [33,34,103,104]. In studies of domestic wastewater treatment, it was found that the removal efficiencies of BOD5, COD, TN, and TP were notably increased after aeration was introduced into an MSL system that had not previously been aerated [104]. A longer aeration period was found to improve the BOD5 and SS removal performances in an MSL system using intermittent aeration [34]. When an MSL system that had been operating under continuous aeration stopped being aerated, the TN removal efficiencies in the MSL system displayed a trend of increasing for a month, and then a trend of decreasing after that [33]. The increasing trend of TN removal was likely caused by the enhanced denitrification process favored by the anaerobic environment, and the decreasing one was likely due to the inhibition of the nitrification process. Recent studies have also confirmed the positive effects of aeration for the removal of OM, TN, ammonia nitrogen [105,106], and phosphate [47].
In MSL systems with continuous aeration, aeration intensity has been found to contribute greatly to improvements in the MSL system performance. After the aeration intensity was doubled (from 1000 L/min to 2000 L/min) in a study treating LW with an MSL system, the removal efficiencies of the colored substances and COD increased by 9.0–14.6% and 13.9–23.7%, respectively [28]. Similarly, in a study treating polluted river water with an MSL system, ammonia nitrogen was totally removed when the aeration intensity was increased to 16,000 L/m2/h [13].
Proper intermittent aeration also creates improvements in MSL system performance. Luanmanee et al. [107] reported that under a local tropical climate with high temperatures all year round, the MSL system performed best in the alternating operation mode of aeration for three days (20,000 L/m3/d) and then stopping aeration for two months. When Guan et al. [9] used MSL systems to treat leachate from rural landfills, it was found that three periods of intermittent aeration during the middle stage of the experiment not only helped to solve the clogging caused by a high HLR (800 and 1600 L/m2/d), but also enhanced the nitrification process and COD removal.

5.5. Operation Cycles

Due to the accumulation and clogging of pollutants during the operation of an MSL system, a reasonable operation cycle is conducive to MSL system performance. Masunaga et al. [98] found that under an HLR of 2000 L/m2/d, the highest net removal rates (g/m2/d) were obtained by running for 4 months and then resting 2 months for high-concentration domestic wastewater treatment, and running for 7 months and then resting 2 months for low-concentration domestic wastewater treatment. In addition, clogging was alleviated. However, there are no more studies on the operation cycles of MSL systems. More studies in this direction should be conducted to discover the optimal operation cycles that can both better the MSL system performance and lower the operation and maintenance costs.

5.6. Proper Pretreatment

To ensure the stable performance of the MSL system and its application to a wider range of wastewater scenarios, it is essential to carry out appropriate pretreatment based on the characteristics of the wastewater, especially when the wastewater contains potential limiting factors such as heavy metals and pharmaceutical components. Researchers have confirmed that heavy metals and pharmaceutical components can adversely affect the performance of biological treatment processes in wastewater treatment systems [108,109,110,111]. Pretreatment through physicochemical methods, such as adsorption, precipitation, oxidation, and dilution of pollutant concentrations, can help to mitigate the impact of limiting factors on the biological processes within the system [112,113]. Currently, there are no related studies on MSL systems; it is necessary to conduct research on pretreatment targeting limiting factors in wastewater on the basis of controlling overall costs of MSL systems in the future.

6. Integration with Other Technologies

Apart from optimizations of MSL system parameters, integration of an MSL system with other treatment technologies can also improve wastewater treatment performance because the integration can enhance the advantages of various technologies while making up for the shortcomings of the technology itself.

6.1. Integration with CWs

In current studies, it is most common to integrate MSL systems with CWs (Figure 4). For example, Koottatep et al. [114] hybridized an MSL system with a VFCW to construct an MSL-VFCW system (Figure 4a) to process septic tank effluent. The MSL-VFCW system was planted with Chrysopogon zizanioides, the SMBs consisted of laterite soil, sawdust, and powdered charcoal, and the PL layer was composed of zeolite. The MSL-VFCW system showed a good pollutant removal performance during a three-month operation. Under the same conditions, the average ammonia nitrogen removal efficiency of the integrated system was 95.86%, while that of the CW system was only 61.76%. Moreover, under optimized conditions, greater than 84% of the total COD and BOD5 were removed, and a remarkable ammonia nitrogen removal efficiency of 96.77% was achieved.
Similarly, a pilot-scale MSL-CW system planted with Canna was utilized to treat septic tank wastewater [115]. During its four years of operation, the average removal efficiencies of the total COD, soluble COD, and total BOD were approximately 71%, 65%, and 80%, respectively, and the average removal efficiencies of ammonia nitrogen and TP were both greater than 75%. In addition, the total coliform and E. coli counts in the effluent were all less than 100 MPN/100 mL. Although the MSL-CW system showed no significant difference in contaminant removal when compared to a CW under the same operating conditions, the clogging problem in the MSL-CW system was lessened.
The integration of MSL systems into CWs has also been applied for rice noodle wastewater treatment, and this system showed a better removal performance for COD, phosphorus, and total coliform than the MSL systems and CW systems [49].
The aforementioned studies suggest that the integration of MSL systems and CW systems can not only maintain or improve the pollution removal performance of CW systems, but also effectively reduce the clogging risk and the land occupation of CW systems.
In addition to the hybridization of MSL systems and CWs, MSL systems can be directly connected with CWs (Figure 4b). In a study by Song et al. [106], the MSL system was employed as the core treatment unit. In addition, a multifunctional anaerobic tank was established at the front of the MSL system, and a subsurface flow CW was installed behind the MSL system. The removal efficiencies of COD, BOD5, TP, ammonia nitrogen, and TN were 92%, 93%, 92%, 86%, and 76%, respectively. In addition, the greenhouse gas emissions were lower than that of centralized wastewater treatment. Hence, this integrated system is promising for use as an environmentally friendly rural wastewater treatment technology. Therefore, in areas where CW systems have already been used for decentralized wastewater treatment, connecting MSL systems in series with CWs will be a recommended option for upgrading decentralized wastewater treatment systems.

6.2. Integration with Filters

Some scholars have integrated MSL systems with filters to reduce the operating cost and improve pollutant removal performance.
The integration of an MSL system with a filter helps to reduce the operation costs. An integrated system consisting of a coarse zeolite trickling filter and an MSL system (Figure 5a) using intermittent wastewater feeding can operate stably without aeration, and this effectively reduces the operation cost of the integrated system [116]. In a trickling filter, the use of coarse zeolite with a low packing density and a size of 35 mm, as well as an intermittent wastewater feeding mode, favored the air flow in the filter and ensured that there was no shortage of oxygen in the trickling filter. Therefore, the use of a trickling filter can achieve an initial degradation of OMs and ammonia nitrogen without aeration. The concentration of OM and ammonia nitrogen in the wastewater entering the MSL system after being treated by the filter is greatly reduced. As a result, the MSL system can effectively remove pollutants without aeration and clogging.
Additionally, the integration of an MSL system with a filter benefits pollutant removal performance. The TN removal performance requirements of MSL systems have not been satisfied in several studies [17,35,45,102]. To enhance the TN removal performance, Zhang et al. [117] developed an integrated system by connecting a horizontal flow MSL system (HFMSL) to a vertical flow trickling filter (VFTF) to treat rural septic tank wastewater. The VFTF was primarily used for OM degradation and nitrification, while the HFMSL system was used as an anaerobic treatment unit for denitrification. By optimizing the operation parameters, the VFTF-HFMSL system reached a TN removal efficiency as high as 92.8%, and the removal efficiencies of COD, ammonia nitrogen, and TP were also greater than 92%.
In addition, because PLs are characterized by relatively high porosity and large pores, an MSL system has limited capacity for removing bacterial indicators in wastewater [33,35,107]. Sand filters are satisfactory for removing bacteria [118,119], therefore, Latrach et al. [120] connected an MSL system and a sand filter in sequence to treat domestic wastewater (Figure 5b). The results showed that when the HLR was 100 L/m2/d, the system showed a high removal performance for bacterial indicators (the Log 10 removals for total coliforms, fecal coliforms, and fecal streptococci were 4.46, 4.47, and 4.13 Log units, respectively) and achieved 100% removal of parasitic eggs. In addition, the removal efficiencies of conventional contaminants, such as SS, BOD5, COD, TN, and TP, reached more than 92%.
Figure 5. The integration of MSL systems with filters. (a) The integration of a trickling filter with an MSL system (the figure is redrawn according to Luo et al., 2014 [116]). (b) The combination of an MSL system with a sand filter (the figure is redrawn according to Latrach et al., 2016 [120]). MSL, multi-soil-layering; SMB, soil mixture block.
Figure 5. The integration of MSL systems with filters. (a) The integration of a trickling filter with an MSL system (the figure is redrawn according to Luo et al., 2014 [116]). (b) The combination of an MSL system with a sand filter (the figure is redrawn according to Latrach et al., 2016 [120]). MSL, multi-soil-layering; SMB, soil mixture block.
Sustainability 16 03330 g005
These studies suggest that the effective integration of MSL systems with filtration systems can further enhance their wastewater treatment performance.

7. Conclusions

An MSL system is a wastewater treatment system with low energy consumption, low construction cost, and small land area occupation. Its applications have been expanded from the initial rural dispersed domestic wastewater to LW, food industry wastewater, antibiotic wastewater, and other types of wastewaters, and good application prospects have been demonstrated. Effluent quality can be further improved by integrating with technologies such as constructed wetlands and filters. To better promote the application of MSL systems, future research should be conducted according to the following aspects:
(1)
The performance of MSL systems to remove unconventional pollutants. Previous studies have paid much attention to the removal of conventional pollutants by MSL systems, such as the COD, BOD, SS, nitrogen, phosphorus, and fecal coliform content. There is only one report regarding antibiotic removal, and there exist no relevant studies on new pollutants such as persistent organic pollutants, microplastics, and endocrine disruptors. The harmfulness and wide-source nature of the above-mentioned unconventional pollutants have attracted an increasing amount of attention in society. In addition, some new pollutants have been detected in rural domestic wastewater. As a potential treatment technology of rural domestic wastewater, the MSL system should improve its performance for the removal of these new pollutants.
(2)
The decontamination mechanism of MSL systems. Computer analyses and simulations should be utilized to reveal the removal process of complex pollutants inside MSL systems, to screen the key parameters of MSL system operation, and to predict the performance of MSL systems. This will help researchers to attain a deeper understanding of the operational mechanism of MSL systems and provide references for optimizing system operations. Future research should pay more attention to these issues so as to provide strong references for the engineering applications of MSL systems.
(3)
Further reduction of operating costs. Aeration equipment operation and maintenance are the primary sources of cost in an MSL system. In the future, to minimize the cost, MSL systems should be combined with other technologies, such as trickling filters. This will allow for stable operation and the achievement of good treatment results without aeration. In addition, green energy, such as wind and solar energy, can be utilized to power aeration.

Author Contributions

Conceptualization, T.-F.M. and J.H.; resources, J.W. and J.H.; writing—original draft preparation, T.-F.M. and J.W.; writing—review and editing, L.F. and X.-P.C.; project administration, L.F.; funding acquisition, T.-F.M., J.W. and J.H. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Chongqing Science and Technology Bureau (cstc2019jxjl20007), the China Postdoctoral Science Foundation (Grant No. 2020M683218), and the Doctoral Fund of Southwest University of Science and Technology (20zx7109).

Data Availability Statement

No new data were created or analyzed in this study. Data sharing is not applicable to this article.

Conflicts of Interest

The authors declare no conflicts of interest.

Abbreviations

SSSuspended solids
TSSTotal SS
TNTotal nitrogen
TPTotal phosphate
BODBiological oxygen demand
CODChemical oxygen demand
CWsConstructed wetlands
MSLMulti-soil-layering
SMBsSoil mixture blocks
PLsPermeable layers
OMOrganic matter
LWLivestock wastewater
HLRHydraulic loading rate
VFCWVertical flow constructed wetland
MCsMicrocystins
MC-LRMicrocystin-LR, L stands for leucine and R for arginine
WWTPsWastewater treatment plants
SMXSulfamethoxazole
PHBVPolyhydroxybutyrate
PBSPoly-(bubulosuccinate)
ATPAdenosine Triphosphate
HFMSLHorizontal flow MSL
VFTFVertical flow trickling filter

References

  1. Capodaglio, A.G.; Callegari, A.; Cecconet, D.; Molognoni, D. Sustainability of decentralized wastewater treatment technologies. Water Pract. Technol. 2017, 12, 463–477. [Google Scholar] [CrossRef]
  2. Parkinson, J.; Tayler, K. Decentralized wastewater management in peri-urban areas in low-income countries. Environ. Urban. 2003, 15, 75–90. [Google Scholar] [CrossRef]
  3. Liang, H.W.; Liu, J.X.; Wei, Y.S.; Guo, X.S. Evaluation of phosphorus removal from wastewater by soils in rural areas in China. J. Environ. Sci. 2010, 22, 15–22. [Google Scholar] [CrossRef] [PubMed]
  4. An, C.J.; McBean, E.; Huang, G.H.; Yao, Y.; Zhang, P.; Chen, X.J.; Li, Y.P. Multi-Soil-Layering Systems for Wastewater Treatment in Small and Remote Communities. J. Environ. Inform. 2016, 27, 131–144. [Google Scholar] [CrossRef]
  5. Jia, F.; Lai, C.; Chen, L.; Zeng, G.; Huang, D.; Liu, F.; Li, X.; Luo, P.; Wu, J.; Qin, L.; et al. Spatiotemporal and species variations in prokaryotic communities associated with sediments from surface-flow constructed wetlands for treating swine wastewater. Chemosphere 2017, 185, 1–10. [Google Scholar] [CrossRef] [PubMed]
  6. Butler, E.; Hung, Y.T.; Al Ahmad, M.S.; Yeh, R.Y.L.; Liu, R.L.H.; Fu, Y.P. Oxidation pond for municipal wastewater treatment. Appl. Water Sci. 2017, 7, 31–51. [Google Scholar] [CrossRef]
  7. Shukla, A.; Parde, D.; Gupta, V.; Vijay, R.; Kumar, R. A review on effective design processes of constructed wetlands. Int. J. Environ. Sci. Technol. 2022, 19, 12749–12774. [Google Scholar] [CrossRef]
  8. Wakatsuki, T.; Omura, S.; Abe, Y.; Izumi, K.; Matsui, Y. Treatment of Domestic Waste Water by Multi-Soil-Layering System (Part 3): Role and Life of Purification Abilities of Soil Materials in the Systems. Jpn. Soc. Soil Sci. Plant Nutr. 1990, 61, 74–84. [Google Scholar] [CrossRef]
  9. Guan, Y.; Chen, X.; Zhang, S.; Luo, A. Performance of multi-soil-layering system (MSL) treating leachate from rural unsanitary landfills. Sci. Total Environ. 2012, 420, 183–190. [Google Scholar] [CrossRef]
  10. Song, P.; Huang, G.; An, C.; Xin, X.; Zhang, P.; Chen, X.; Ren, S.; Xu, Z.; Yang, X. Exploring the decentralized treatment of sulfamethoxazole-contained poultry wastewater through vertical-flow multi-soil-layering systems in rural communities. Water Res. 2021, 188, 116480. [Google Scholar] [CrossRef]
  11. Song, Y.; Huang, Y.-T.; Ji, H.-F.; Nie, X.-J.; Zhang, Z.-Y.; Ge, C.; Luo, A.-C.; Chen, X. Treatment of turtle aquaculture effluent by an improved multi-soil-layer system. J. Zhejiang Univ.-Sci. B 2015, 16, 145–154. [Google Scholar] [CrossRef]
  12. Supriyadi; Widijanto, H.; Pranoto; Dewi, A.K. Improving quality of textile wastewater with organic materials as multi soil layering. IOP Conf. Ser. Mater. Sci. Eng. 2015, 107, 012016. [Google Scholar]
  13. Wei, C.-J.; Wu, W.-Z. Performance of single-pass and by-pass multi-step multi-soil-layering systems for low-(C/N)-ratio polluted river water treatment. Chemosphere 2018, 206, 579–586. [Google Scholar] [CrossRef] [PubMed]
  14. Khalifa, J.; Ouazzani, N.; Hejjaj, A.; Mandi, L. Remediation and disinfection capabilities assessment of some local materials to be applied in multi-soil-layering (MSL) ecotechnology. Desalination Water Treat. 2020, 178, 53–64. [Google Scholar] [CrossRef]
  15. Shen, J.; Huang, G.; An, C.; Song, P.; Xin, X.; Yao, Y.; Zheng, R. Biophysiological and factorial analyses in the treatment of rural domestic wastewater using multi-soil-layering systems. J. Environ. Manag. 2018, 226, 83–94. [Google Scholar] [CrossRef]
  16. Song, P.; Huang, G.; Hong, Y.; An, C.; Xin, X.; Zhang, P. A biophysiological perspective on enhanced nitrate removal from decentralized domestic sewage using gravitational-flow multi-soil-layering systems. Chemosphere 2020, 240, 124868. [Google Scholar] [CrossRef] [PubMed]
  17. Wang, J.; Zhang, Z.; Guo, Y.; Zhang, L.; Liu, J. Experimental Study on the Treatment of Rural Domestic Wastewater Using the Multi-Soil-Layering System Filled with Sludge-Based Biochar. Ann. Chim.-Sci. Mater. 2021, 45, 161–165. [Google Scholar] [CrossRef]
  18. Liu, C.; Huang, G.H.; Song, P.; An, C.J.; Zhang, P.; Shen, J.; Ren, S.J.; Zhao, K.; Huang, W.; Xu, Y.; et al. Treatment of decentralized low-strength livestock wastewater using microcurrent-assisted multi-soil-layering systems: Performance assessment and microbial analysis. Chemosphere 2022, 294, 133536. [Google Scholar] [CrossRef]
  19. Guan, Y.; Zhang, Y.; Zhong, C.-N.; Huang, X.-F.; Fu, J.; Zhao, D. Effect of operating factors on the contaminants removal of a soil filter: Multi-soil-layering system. Environ. Earth Sci. 2015, 74, 2679–2686. [Google Scholar] [CrossRef]
  20. Sbahi, S.; Mandi, L.; Masunaga, T.; Ouazzani, N.; Hejjaj, A. Multi-Soil-Layering, the Emerging Technology for Wastewater Treatment: Review, Bibliometric Analysis, and Future Directions. Water 2022, 14, 3653. [Google Scholar] [CrossRef]
  21. Smith, S.; Takacs, I.; Murthy, S.; Daigger, G.T.; Szabo, A. Phosphate complexation model and its implications for chemical phosphorus removal. Water Environ. Res. 2008, 80, 428–438. [Google Scholar] [CrossRef]
  22. Wu, H.; Wang, R.; Yan, P.; Wu, S.; Chen, Z.; Zhao, Y.; Cheng, C.; Hu, Z.; Zhuang, L.; Guo, Z.; et al. Constructed wetlands for pollution control. Nat. Rev. Earth Environ. 2023, 4, 218–234. [Google Scholar] [CrossRef]
  23. Parde, D.; Patwa, A.; Shukla, A.; Vijay, R.; Killedar, D.J.; Kumar, R. A review of constructed wetland on type, treatment and technology of wastewater. Environ. Technol. Innov. 2021, 21, 101261. [Google Scholar] [CrossRef]
  24. Mahapatra, S.; Samal, K.; Dash, R.R. Waste Stabilization Pond (WSP) for wastewater treatment: A review on factors, modelling and cost analysis. J. Environ. Manag. 2022, 308, 114668. [Google Scholar] [CrossRef] [PubMed]
  25. Ho, L.; Goethals, P.L.M. Municipal wastewater treatment with pond technology: Historical review and future outlook. Ecol. Eng. 2020, 148, 105791. [Google Scholar] [CrossRef]
  26. Mburu, N.; Tebitendwa, S.M.; van Bruggen, J.J.A.; Rousseau, D.P.L.; Lens, P.N.L. Performance comparison and economics analysis of waste stabilization ponds and horizontal subsurface flow constructed wetlands treating domestic wastewater: A case study of the Juja sewage treatment works. J. Environ. Manag. 2013, 128, 220–225. [Google Scholar] [CrossRef] [PubMed]
  27. Maiyo, J.K.; Dasika, S.; Jafvert, C.T. Slow Sand Filters for the 21st Century: A Review. Int. J. Environ. Res. Public Health 2023, 20, 1019. [Google Scholar] [CrossRef] [PubMed]
  28. Guo, L.-K.; Yang, L.; Ren, Y.-X.; Dou, J.-W.; Cui, S.; Lan, J.; Li, X.-T.; Wang, J.; Wang, Y.-C. Enhanced biofilm formation and denitrification in slow sand filters for advanced nitrogen removal by powdery solid carbon sources addition. J. Water Process Eng. 2022, 50, 103192. [Google Scholar] [CrossRef]
  29. Murnane, J.G.; Brennan, R.B.; Healy, M.G.; Fenton, O. Assessment of intermittently loaded woodchip and sand filters to treat dairy soiled water. Water Res. 2016, 103, 408–415. [Google Scholar] [CrossRef]
  30. Mohssine, A.; Jyia, H.; Zmirli, Z.; El Harfaoui, S.; Belouafa, S.; Sallek, B.; Chaair, H. Wastewater remediation using multi-soil layering (MSL) eco-technology: A comprehensive and critical review. Process Saf. Environ. Prot. 2023, 178, 1045–1082. [Google Scholar] [CrossRef]
  31. Xu, Y.; Li, H.Y.; Li, Y.; Zheng, X.Q.; Zhang, C.X.; Chen, P.Z.; Li, Q.; Tan, L. Systematically assess the advancing and limiting factors of using the multi-soil-layering system for treating rural sewage in China: From the economic, social, and environmental perspectives. J. Environ. Manag. 2022, 312, 114912. [Google Scholar] [CrossRef] [PubMed]
  32. Boonsook, P.; Luanmanee, S.; Attanandana, T.; Kamidouzono, A.; Masunaga, T.; Wakatsuki, T. A comparative study of permeable layer materials and aeration regime on efficiency of multi-soil-layering system for domestic wastewater treatment in Thailand. Soil Sci. Plant Nutr. 2003, 49, 873–882. [Google Scholar] [CrossRef]
  33. Luanmanee, S.; Attanandana, T.; Masunaga, T.; Wakatsuki, T. The efficiency of a multi-soil-layering system on domestic wastewater treatment during the ninth and tenth years of operation. Ecol. Eng. 2001, 18, 185–199. [Google Scholar] [CrossRef]
  34. Wakatsuki, T.; Esumi, H.; Omura, S. High-performance and N-removable and P-removable on-site domestic waste water treatment system by multi-soil-layering method. Water Sci. Technol. 1993, 27, 31–40. [Google Scholar] [CrossRef]
  35. Latrach, L.; Masunaga, T.; Ouazzani, N.; Hejjaj, A.; Mahi, M.; Mandi, L. Removal of bacterial indicators and pathogens from domestic wastewater by the multi-soil-layering (MSL) system. Soil Sci. Plant Nutr. 2015, 61, 337–346. [Google Scholar] [CrossRef]
  36. Latrach, L.; Ouazzani, N.; Hejjaj, A.; Mahi, M.; Masunaga, T.; Mandi, L. Two-stage vertical flow multi-soil-layering (MSL) technology for efficient removal of coliforms and human pathogens from domestic wastewater in rural areas under arid climate. Int. J. Hyg. Environ. Health 2018, 221, 64–80. [Google Scholar] [CrossRef] [PubMed]
  37. Latrach, L.; Ouazzani, N.; Hejjaj, A.; Zouhir, F.; Mahi, M.; Masunaga, T.; Mandi, L. Optimization of hydraulic efficiency and wastewater treatment performances using a new design of vertical flow Multi-Soil-Layering (MSL) technology. Ecol. Eng. 2018, 117, 140–152. [Google Scholar] [CrossRef]
  38. Zidan, K.; Mandi, L.; Hejjaj, A.; Sbahi, S.; Fels, A.E.E.; Ouazzani, N.; Assabbane, A. Efficiency of a new hybrid multi-soil-layering eco-friendly technology for removing pollutants from domestic wastewater under an arid climate. J. Water Process Eng. 2023, 51, 103482. [Google Scholar] [CrossRef]
  39. Zidan, K.; Mandi, L.; Hejjaj, A.; Ouazzani, N.; Assabbane, A. Soil fertility and agro-physiological responses of maize (Zea mays) irrigated by treated domestic wastewater by hybrid multi-soil-layering technology. J. Environ. Manag. 2024, 351, 119802. [Google Scholar] [CrossRef]
  40. Fdil, J.; Zhou, X.L.; Ahmali, A.; El Fels, A.E.; Mandi, L.; Ouazzani, N. Effect of Alternating Well Water with Treated Wastewater Irrigation on Soil and Koroneiki Olive Trees. Water 2023, 15, 2988. [Google Scholar] [CrossRef]
  41. Chen, X.; Sato, K.; Wakatsuki, T.; Masunaga, T. Effect of aeration and material composition in soil mixture block on the removal of colored substances and chemical oxygen demand in livestock wastewater using multi-soil-layering systems. Soil Sci. Plant Nutr. 2007, 53, 509–516. [Google Scholar] [CrossRef]
  42. Hu, H.; Li, X.; Wu, S.; Yang, C. Sustainable livestock wastewater treatment via phytoremediation: Current status and future perspectives. Bioresour. Technol. 2020, 315, 123809. [Google Scholar] [CrossRef] [PubMed]
  43. Rajakumar, R.; Meenarnbal, T. Comparative study on start-up performance of HUASB and AF reactors treating poultry slaughterhouse wastewater. Int. J. Environ. Res. 2008, 2, 401–410. [Google Scholar]
  44. Harrington, R.; McInnes, R. Integrated Constructed Wetlands (ICW) for livestock wastewater management. Bioresour. Technol. 2009, 100, 5498–5505. [Google Scholar] [CrossRef]
  45. Guo, J.; Zhou, Y.; Yang, Y.; Chen, C.; Xu, J. Effects of Hydraulic Loading Rate on Nutrients Removal from Anaerobically Digested Swine Wastewater by Multi Soil Layering Treatment Bioreactor. Int. J. Environ. Res. Public Health 2018, 15, 2688. [Google Scholar] [CrossRef] [PubMed]
  46. Guo, J.; Jia, X.; Yang, L.; Zhang, G.; Zhang, L. Effect of biosurfactant on ammonia removal from anaerobically digested swine wastewater by multi soil layering treatment bioreactors. Environ. Technol. 2020, 41, 2510–2517. [Google Scholar] [CrossRef]
  47. Pattnaik, R.; Yost, R.S.; Porter, G.; Masunaga, T.; Attanandana, T. Improving multi-soil-layer (MSL) system remediation of dairy effluent. Ecol. Eng. 2008, 32, 1–10. [Google Scholar] [CrossRef]
  48. Suwan, D.; Chitapornpan, S.; Honda, R.; Chiemchaisri, W.; Chiemchaisri, C. Conversion of Organic Carbon in Food Processing Wastewater to Photosynthetic Biomass in Photo-bioreactors Using Different Light Sources. Environ. Eng. Res. 2014, 19, 293–298. [Google Scholar] [CrossRef]
  49. Nguyen, X.C.; Chang, S.W.; Tran, T.C.P.; Nguyen, T.T.N.; Hoang, T.Q.; Banu, J.R.; Al-Muhtaseb, A.H.; Duc La, D.; Guo, W.; Ngo, H.H.; et al. Comparative study about the performance of three types of modified natural treatment systems for rice noodle wastewater. Bioresour. Technol. 2019, 282, 163–170. [Google Scholar] [CrossRef]
  50. Remmas, N.; Manfe, N.; Zerva, I.; Melidis, P.; Raga, R.; Ntougias, S. A Critical Review on the Microbial Ecology of Landfill Leachate Treatment Systems. Sustainability 2023, 15, 949. [Google Scholar] [CrossRef]
  51. Kamal, A.; Makhatova, A.; Yergali, B.; Baidullayeva, A.; Satayeva, A.; Kim, J.; Inglezakis, V.J.; Poulopoulos, S.G.; Arkhangelsky, E. Biological Treatment, Advanced Oxidation and Membrane Separation for Landfill Leachate Treatment: A Review. Sustainability 2022, 14, 14427. [Google Scholar] [CrossRef]
  52. Seibert, D.; Henrique Borba, F.; Bueno, F.; Inticher, J.J.; Módenes, A.N.; Espinoza-Quiñones, F.R.; Bergamasco, R. Two-stage integrated system photo-electro-Fenton and biological oxidation process assessment of sanitary landfill leachate treatment: An intermediate products study. Chem. Eng. J. 2019, 372, 471–482. [Google Scholar] [CrossRef]
  53. Yu, M.-D.; Xi, B.-D.; Zhu, Z.-Q.; Zhang, L.; Yang, C.; Geng, C.-M.; He, X.-S. Fate and removal of aromatic organic matter upon a combined leachate treatment process. Chem. Eng. J. 2020, 401, 126157. [Google Scholar] [CrossRef]
  54. Zhang, D.-B.; Wu, X.-G.; Wang, Y.-S.; Zhang, H. Landfill leachate treatment using the sequencing batch biofilm reactor method integrated with the electro-Fenton process. Chem. Pap. 2014, 68, 782–787. [Google Scholar] [CrossRef]
  55. Wijekoon, P.; Koliyabandara, P.A.; Cooray, A.T.; Lam, S.S.; Athapattu, B.C.L.; Vithanage, M. Progress and prospects in mitigation of landfill leachate pollution: Risk, pollution potential, treatment and challenges. J. Hazard. Mater. 2022, 421, 126627. [Google Scholar] [CrossRef]
  56. Wood, R. Acute animal and human poisonings from cyanotoxin exposure—A review of the literature. Environ. Int. 2016, 91, 276–282. [Google Scholar] [CrossRef] [PubMed]
  57. Svircev, Z.; Drobac, D.; Tokodi, N.; Mijovic, B.; Codd, G.A.; Meriluoto, J. Toxicology of microcystins with reference to cases of human intoxications and epidemiological investigations of exposures to cyanobacteria and cyanotoxins. Arch. Toxicol. 2017, 91, 621–650. [Google Scholar] [CrossRef] [PubMed]
  58. Bourne, D.G.; Blakeley, R.L.; Riddles, P.; Jones, G.J. Biodegradation of the cyanobacterial toxin microcystin LR in natural water and biologically active slow sand filters. Water Res. 2006, 40, 1294–1302. [Google Scholar] [CrossRef]
  59. Bavithra, G.; Azevedo, J.; Oliveira, F.; Morais, J.; Pinto, E.; Ferreira, I.; Vasconcelos, V.; Campos, A.; Almeida, C.M.R. Assessment of Constructed Wetlands’ Potential for the Removal of Cyanobacteria and Microcystins (MC-LR). Water 2020, 12, 10. [Google Scholar] [CrossRef]
  60. Aba, R.P.; Mugani, R.; Hejjaj, A.; de Fraissinette, N.B.; Oudra, B.; Ouazzani, N.; Campos, A.; Vasconcelos, V.; Carvalho, P.N.; Mandi, L. First Report on Cyanotoxin (MC-LR) Removal from Surface Water by Multi-Soil-Layering (MSL) Eco-Technology: Preliminary Results. Water 2021, 13, 1403. [Google Scholar] [CrossRef]
  61. Li, L.; Wang, Y.; Zhang, W.; Yu, S.; Wang, X.; Gao, N. New advances in fluorescence excitation-emission matrix spectroscopy for the characterization of dissolved organic matter in drinking water treatment: A review. Chem. Eng. J. 2020, 381, 122676. [Google Scholar] [CrossRef]
  62. de Oliveira, M.; Frihling, B.E.F.; Velasques, J.; Filho, F.J.C.M.; Cavalheri, P.S.; Migliolo, L. Pharmaceuticals residues and xenobiotics contaminants: Occurrence, analytical techniques and sustainable alternatives for wastewater treatment. Sci. Total Environ. 2020, 705, 135568. [Google Scholar] [CrossRef]
  63. Maeng, S.K.; Park, J.W.; Noh, J.H.; Won, S.-Y.; Song, K.G. Dissolved organic matter characteristics and removal of trace organic contaminants in a multi-soil-layering system. J. Environ. Chem. Eng. 2021, 9, 105446. [Google Scholar] [CrossRef]
  64. Christou, A.; Karaolia, P.; Hapeshi, E.; Michael, C.; Fatta-Kassinos, D. Long-term wastewater irrigation of vegetables in real agricultural systems: Concentration of pharmaceuticals in soil, uptake and bioaccumulation in tomato fruits and human health risk assessment. Water Res. 2017, 109, 24–34. [Google Scholar] [CrossRef] [PubMed]
  65. Ziembińska-Buczyńska, A.; Miksch, K. The influence of sulfamethoxazole-rich wastewater on bacterial community in the constructed wetland system. New Biotechnol. 2016, 33, S131. [Google Scholar] [CrossRef]
  66. Song, H.-L.; Zhang, S.; Guo, J.; Yang, Y.-L.; Zhang, L.-M.; Li, H.; Yang, X.-L.; Liu, X. Vertical up-flow constructed wetlands exhibited efficient antibiotic removal but induced antibiotic resistance genes in effluent. Chemosphere 2018, 203, 434–441. [Google Scholar] [CrossRef] [PubMed]
  67. Hijosa-Valsero, M.; Fink, G.; Schlüsener, M.P.; Sidrach-Cardona, R.; Martín-Villacorta, J.; Ternes, T.; Bécares, E. Removal of antibiotics from urban wastewater by constructed wetland optimization. Chemosphere 2011, 83, 713–719. [Google Scholar] [CrossRef]
  68. Taouraout, A.; Chahlaoui, A.; Belghyti, D.; Taha, I.; Bengoumi, D.; Bouamri, R. Fecal pollution indicators removal by a vertical Multi-Soil-Layering system in domestic wastewater in Morocco. E3S Web Conf. 2021, 234, 00050. [Google Scholar] [CrossRef]
  69. Sato, K.; Iwashima, N.; Wakatsuki, T.; Masunaga, T. Quantitative evaluation of treatment processes and mechanisms of organic matter, phosphorus, and nitrogen removal in a multi-soil-layering system. Soil Sci. Plant Nutr. 2011, 57, 475–486. [Google Scholar] [CrossRef]
  70. Sato, K.; Masunaga, T.; Inada, K.; Tanaka, T.; Arai, Y.; Unno, S.; Wakatsuki, T. The Development of High Speed Treatment of Polluted River Water by the Multi-Soil-Layering Method: Examination of Various Materials and Structures (Program for 2005 Annual Meeting of Japanese Society of Soil Science and Plant Nutrition). Jpn. J. Soil Sci. Plant Nutr. 2005, 76, 449–458. [Google Scholar] [CrossRef]
  71. Sato, K.; Iwashima, N.; Wakatsuki, T.; Masunaga, T. Clarification of water movement properties in a multi-soil-layering system. Soil Sci. Plant Nutr. 2011, 57, 607–618. [Google Scholar] [CrossRef]
  72. Chen, X.; Sato, K.; Wakatsuki, T.; Masunaga, T. Effect of structural difference on wastewater treatment efficiency in multi-soil-layering systems: Relationship between soil mixture block size and removal efficiency of selected contaminants. Soil Sci. Plant Nutr. 2007, 53, 206–214. [Google Scholar] [CrossRef]
  73. Hong, Y.; Huang, G.; An, C.; Song, P.; Xin, X.; Chen, X.; Zhang, P.; Zhao, Y.; Zheng, R. Enhanced nitrogen removal in the treatment of rural domestic sewage using vertical-flow multi-soil-layering systems: Experimental and modeling insights. J. Environ. Manag. 2019, 240, 273–284. [Google Scholar] [CrossRef] [PubMed]
  74. Shen, Z.; Yin, Y.; Wang, J. Biological denitrification using poly(butanediol succinate) as electron donor. Appl. Microbiol. Biotechnol. 2016, 100, 6047–6053. [Google Scholar] [CrossRef] [PubMed]
  75. Wang, J.; Chu, L. Biological nitrate removal from water and wastewater by solid-phase denitrification process. Biotechnol. Adv. 2016, 34, 1103–1112. [Google Scholar] [CrossRef] [PubMed]
  76. Yang, Z.; Sun, H.; Zhou, Q.; Zhao, L.; Wu, W. Nitrogen removal performance in pilot-scale solid-phase denitrification systems using novel biodegradable blends for treatment of waste water treatment plants effluent. Bioresour. Technol. 2020, 305, 122994. [Google Scholar] [CrossRef]
  77. Zhou, Q.; Sun, H.; Jia, L.; Zhao, L.; Wu, W. Enhanced pollutant removal from rural non-point source wastewater using a two-stage multi-soil-layering system with blended carbon sources: Insights into functional genes, microbial community structure and metabolic function. Chemosphere 2021, 275, 130007. [Google Scholar] [CrossRef]
  78. Chen, Y.-C.; Pat, H.-W. Comparing natural red soil and irons for removal of phosphorus from wastewater using the multi-soil-layering system and its economic analysis. J. Environ. Manag. 2021, 296, 113252. [Google Scholar] [CrossRef]
  79. Chen, Y.-C. Phosphorus and nitrogen removal from water using steel slag in soil-based low-impact development systems. J. Water Process Eng. 2021, 44, 102385. [Google Scholar] [CrossRef]
  80. Cullen, L.G.; Tilston, E.L.; Mitchell, G.R.; Collins, C.D.; Shaw, L.J. Assessing the impact of nano- and micro-scale zerovalent iron particles on soil microbial activities: Particle reactivity interferes with assay conditions and interpretation of genuine microbial effects. Chemosphere 2011, 82, 1675–1682. [Google Scholar] [CrossRef]
  81. He, S.Y.; Feng, Y.Z.; Ni, J.; Sun, Y.F.; Xue, L.H.; Feng, Y.F.; Yu, Y.L.; Lin, X.G.; Yang, L.Z. Different responses of soil microbial metabolic activity to silver and iron oxide nanoparticles. Chemosphere 2016, 147, 195–202. [Google Scholar] [CrossRef] [PubMed]
  82. Liu, Q.; Yang, Y.; Mei, X.X.; Liu, B.F.; Chen, C.; Xing, D.F. Response of the microbial community structure of biofilms to ferric iron in microbial fuel cells. Sci. Total Environ. 2018, 631–632, 695–701. [Google Scholar] [CrossRef] [PubMed]
  83. Liu, H.; Wen, J.; Liu, Q.; Li, R.; Lichtfouse, E.; Maurer, C.; Huang, J. Enhanced performances of anaerobic digestion processes treating organic wastes: Role of iron and carbon based nanomaterials. Surf. Interfaces 2023, 43, 103548. [Google Scholar] [CrossRef]
  84. Wu, C.; Zhou, J.; Pang, S.; Yang, L.; Li, X.; Lichtfouse, E.; Xia, S.; Liu, H. Enhanced removal of 2,4-dichlorophenol by coupling of Pd nanoparticles with biofilm. J. Environ. Chem. Eng. 2024, 12, 112176. [Google Scholar] [CrossRef]
  85. Gao, B.; Feng, X.; Zhang, Y.; Zhou, Z.; Wei, J.; Qiao, R.; Bi, F.; Liu, N.; Zhang, X. Graphene-based aerogels in water and air treatment: A review. Chem. Eng. J. 2024, 484, 149604. [Google Scholar] [CrossRef]
  86. Zhou, Q.; Song, C.; Wang, P.; Zhao, Z.; Li, Y.; Zhan, S. Generating dual-active species by triple-atom sites through peroxymonosulfate activation for treating micropollutants in complex water. Proc. Natl. Acad. Sci. USA 2023, 120, e2300085120. [Google Scholar] [CrossRef] [PubMed]
  87. Mo, F.; Song, C.; Zhou, Q.; Xue, W.; Ouyang, S.; Wang, Q.; Hou, Z.; Wang, S.; Wang, J. The optimized Fenton-like activity of Fe single-atom sites by Fe atomic clusters–mediated electronic configuration modulation. Proc. Natl. Acad. Sci. USA 2023, 120, e2300281120. [Google Scholar] [CrossRef] [PubMed]
  88. Zhan, H.; Zhou, R.; Wang, P.; Zhou, Q. Selective hydroxyl generation for efficient pollutant degradation by electronic structure modulation at Fe sites. Proc. Natl. Acad. Sci. USA 2023, 120, e2305378120. [Google Scholar] [CrossRef] [PubMed]
  89. Xu, J.; Xia, W.; Sheng, G.; Jiao, G.; Liu, Z.; Wang, Y.; Zhang, X. Progress of disinfection catalysts in advanced oxidation processes, mechanisms and synergistic antibiotic degradation. Sci. Total Environ. 2024, 913, 169580. [Google Scholar] [CrossRef]
  90. Zhou, Q.; Li, D.; Wang, T.; Hu, X. Leaching of graphene oxide nanosheets in simulated soil and their influences on microbial communities. J. Hazard. Mater. 2021, 404, 124046. [Google Scholar] [CrossRef]
  91. Ma, T.-F.; Ma, H.-X.; Wu, J.; Yu, Y.-C.; Chen, T.-T.; Yao, Y.; Liao, W.-L.; Feng, L. The Inhibition of Engineered Nano-ZnO in the Biological Nitrogen Removal Process: A Review. Water 2024, 16, 17. [Google Scholar] [CrossRef]
  92. Zhou, Q.; Hu, X. Systemic Stress and Recovery Patterns of Rice Roots in Response to Graphene Oxide Nanosheets. Environ. Sci. Technol. 2017, 51, 2022–2030. [Google Scholar] [CrossRef]
  93. Ho, C.-C.; Wang, P.-H. Efficiency of a Multi-Soil-Layering System on Wastewater Treatment Using Environment-Friendly Filter Materials. Int. J. Environ. Res. Public Health 2015, 12, 3362–3380. [Google Scholar] [CrossRef]
  94. Li, D.; Wang, X.; Chi, L.; Zhang, Z.; Liu, Y.; Li, X. Decentralized Domestic Sewage Treatment Using an Integrated Multi-Soil-Layering and Subsurface Wastewater Infiltration System. Water 2021, 13, 431. [Google Scholar] [CrossRef]
  95. Guo, J.; Zhou, Y.; Jiang, S.; Chen, C. Feasibility investigation of a multi soil layering bioreactor for domestic wastewater treatment. Environ. Technol. 2019, 40, 2317–2324. [Google Scholar] [CrossRef] [PubMed]
  96. de Matos, M.P.; von Sperling, M.; de Matos, A.T. Clogging in horizontal subsurface flow constructed wetlands: Influencing factors, research methods and remediation techniques. Rev. Environ. Sci. Bio/Technol. 2018, 17, 87–107. [Google Scholar] [CrossRef]
  97. Li, D.; Wang, X.; Chi, L.; Wang, J. The design and operation of subsurface wastewater infiltration systems for domestic wastewater. Water Environ. Res. 2019, 91, 843–854. [Google Scholar] [CrossRef]
  98. Masunaga, T.; Sato, K.; Mori, J.; Shirahama, M.; Kudo, H.; Wakatsuki, T. Characteristics of wastewater treatment using a multi-soil-layering system in relation to wastewater contamination levels and hydraulic loading rates. Soil Sci. Plant Nutr. 2007, 53, 215–223. [Google Scholar] [CrossRef]
  99. De la Varga, D.; Díaz, M.A.; Ruiz, I.; Soto, M. Avoiding clogging in constructed wetlands by using anaerobic digesters as pre-treatment. Ecol. Eng. 2013, 52, 262–269. [Google Scholar] [CrossRef]
  100. Sbahi, S.; Ouazzani, N.; Hejjaj, A.; Mandi, L. Neural network and cubist algorithms to predict fecal coliform content in treated wastewater by multi-soil-layering system for potential reuse. J. Environ. Qual. 2021, 50, 144–157. [Google Scholar] [CrossRef]
  101. Sbahi, S.; Ouazzani, N.; Hejjaj, A.; Mandi, L. Nitrogen modeling and performance of Multi-Soil-Layering (MSL) bioreactor treating domestic wastewater in rural community. J. Water Process Eng. 2021, 44, 102389. [Google Scholar] [CrossRef]
  102. Sbahi, S.; Ouazzani, N.; Latrach, L.; Hejjaj, A.; Mandi, L. Predicting the concentration of total coliforms in treated rural domestic wastewater by multi-soil-layering (MSL) technology using artificial neural networks. Ecotoxicol. Environ. Saf. 2020, 204, 111118. [Google Scholar] [CrossRef] [PubMed]
  103. Sato, K.; Masunaga, T.; Wakatsuki, T. Characterization of treatment processes and mechanisms of COD, phosphorus and nitrogen removal in a multi-soil-layering system. Soil Sci. Plant Nutr. 2005, 51, 213–221. [Google Scholar] [CrossRef]
  104. Attanandana, T.; Saitthiti, B.; Thongpae, S.; Kritapirom, S.; Luanmanee, S.; Wakatsuki, T. Multi-media-layering system for food service wastewater treatment. Ecol. Eng. 2000, 15, 133–138. [Google Scholar] [CrossRef]
  105. Song, P.; Huang, G.; An, C.; Shen, J.; Zhang, P.; Chen, X.; Shen, J.; Yao, Y.; Zheng, R.; Sun, C. Treatment of rural domestic wastewater using multi-soil-layering systems: Performance evaluation, factorial analysis and numerical modeling. Sci. Total Environ. 2018, 644, 536–546. [Google Scholar] [CrossRef] [PubMed]
  106. Song, P.; Huang, G.; An, C.; Zhang, P.; Chen, X.; Ren, S. Performance analysis and life cycle greenhouse gas emission assessment of an integrated gravitational-flow wastewater treatment system for rural areas. Environ. Sci. Pollut. Res. 2019, 26, 25883–25897. [Google Scholar] [CrossRef] [PubMed]
  107. Luanmanee, S.; Boonsook, P.; Attanandana, T.; Saitthiti, B.; Panichajakul, C.; Wakatsuki, T. Effect of intermittent aeration regulation of a multi-soil-layering system on domestic wastewater treatment in Thailand. Ecol. Eng. 2002, 18, 415–428. [Google Scholar] [CrossRef]
  108. Mpongwana, N.; Rathilal, S.; Tetteh, E.K. Recovery Strategies for Heavy Metal-Inhibited Biological Nitrogen Removal from Wastewater Treatment Plants: A Review. Microorganisms 2022, 10, 1834. [Google Scholar] [CrossRef] [PubMed]
  109. Vaiopoulou, E.; Gikas, P. Effects of chromium on activated sludge and on the performance of wastewater treatment plants: A review. Water Res. 2012, 46, 549–570. [Google Scholar] [CrossRef]
  110. Khalidi-idrissi, A.; Madinzi, A.; Anouzla, A.; Pala, A.; Mouhir, L.; Kadmi, Y.; Souabi, S. Recent advances in the biological treatment of wastewater rich in emerging pollutants produced by pharmaceutical industrial discharges. Int. J. Environ. Sci. Technol. 2023, 20, 11719–11740. [Google Scholar] [CrossRef]
  111. Tiwari, B.; Sellamuthu, B.; Ouarda, Y.; Drogui, P.; Tyagi, R.D.; Buelna, G. Review on fate and mechanism of removal of pharmaceutical pollutants from wastewater using biological approach. Bioresour. Technol. 2017, 224, 1–12. [Google Scholar] [CrossRef] [PubMed]
  112. Taoufik, N.; Boumya, W.; Achak, M.; Sillanpää, M.; Barka, N. Comparative overview of advanced oxidation processes and biological approaches for the removal pharmaceuticals. J. Environ. Manag. 2021, 288, 112404. [Google Scholar] [CrossRef] [PubMed]
  113. Mansouri, F.; Chouchene, K.; Roche, N.; Ksibi, M. Removal of Pharmaceuticals from Water by Adsorption and Advanced Oxidation Processes: State of the Art and Trends. Appl. Sci. 2021, 11, 6659. [Google Scholar] [CrossRef]
  114. Koottatep, T.; Suksiri, P.; Pussayanavin, T.; Polprasert, C. Development of a Novel Multi-soil Layer Constructed Wetland Treating Septic Tank Effluent with Emphasis on Organic and Ammonia Removals. Water Air Soil Pollut. 2018, 229, 258. [Google Scholar] [CrossRef]
  115. Koottatep, T.; Pussayanavin, T.; Khamyai, S.; Polprasert, C. Performance of novel constructed wetlands for treating solar septic tank effluent. Sci. Total Environ. 2021, 754, 142447. [Google Scholar] [CrossRef] [PubMed]
  116. Luo, W.; Yang, C.; He, H.; Zeng, G.; Yan, S.; Cheng, Y. Novel two-stage vertical flow biofilter system for efficient treatment of decentralized domestic wastewater. Ecol. Eng. 2014, 64, 415–423. [Google Scholar] [CrossRef]
  117. Zhang, Y.; Cheng, Y.; Yang, C.; Luo, W.; Zeng, G.; Lu, L. Performance of system consisting of vertical flow trickling filter and horizontal flow multi-soil-layering reactor for treatment of rural wastewater. Bioresour. Technol. 2015, 193, 424–432. [Google Scholar] [CrossRef] [PubMed]
  118. Bali, M.; Gueddari, M.; Boukchina, R. Treatment of secondary wastewater effluents by infiltration percolation. Desalination 2010, 258, 1–4. [Google Scholar] [CrossRef]
  119. Kang, Y.W.; Mancl, K.M.; Tuovinen, O.H. Treatment of turkey processing wastewater with sand filtration. Bioresour. Technol. 2007, 98, 1460–1466. [Google Scholar] [CrossRef]
  120. Latrach, L.; Ouazzani, N.; Masunaga, T.; Hejjaj, A.; Bouhoum, K.; Mahi, M.; Mandi, L. Domestic wastewater disinfection by combined treatment using multi-soil-layering system and sand filters (MSL-SF): A laboratory pilot study. Ecol. Eng. 2016, 91, 294–301. [Google Scholar] [CrossRef]
Figure 1. Schematic diagram of an MSL system. The figure is redrawn according to An et al. [4]. MSL, multi-soil-layering; SMB, soil mixture block; PL, permeable layer.
Figure 1. Schematic diagram of an MSL system. The figure is redrawn according to An et al. [4]. MSL, multi-soil-layering; SMB, soil mixture block; PL, permeable layer.
Sustainability 16 03330 g001
Figure 2. Primary removal mechanisms of an MSL system. The figure is redrawn according to An et al., 2016, and Guan et al., 2015 [4,19]. SS, suspended solids; COD, chemical oxygen demand; BOD, biological oxygen demand; P, phosphate; SMB, soil mixture block; PL, permeable layer.
Figure 2. Primary removal mechanisms of an MSL system. The figure is redrawn according to An et al., 2016, and Guan et al., 2015 [4,19]. SS, suspended solids; COD, chemical oxygen demand; BOD, biological oxygen demand; P, phosphate; SMB, soil mixture block; PL, permeable layer.
Sustainability 16 03330 g002
Figure 3. Optimized SMB (a), and an illustration of the dead zone in a standard MSL and an optimized MSL (b). The figure is redrawn according to Latrach et al., 2018b [37]. SMB, soil mixture block; PL, permeable layer.
Figure 3. Optimized SMB (a), and an illustration of the dead zone in a standard MSL and an optimized MSL (b). The figure is redrawn according to Latrach et al., 2018b [37]. SMB, soil mixture block; PL, permeable layer.
Sustainability 16 03330 g003
Figure 4. The integration of MSL systems with CWs. (a) The hybridization of an MSL system with a VFCW (the figure is redrawn according to Koottatep et al., 2018 [114]). (b) The combination of an MSL system with a subsurface flow CW (the figure is redrawn according to Song et al., 2019 [106]). MSL, multi-soil-layering; SMB, soil mixture block; CW, constructed wetland; VFCW, vertical flow constructed wetland.
Figure 4. The integration of MSL systems with CWs. (a) The hybridization of an MSL system with a VFCW (the figure is redrawn according to Koottatep et al., 2018 [114]). (b) The combination of an MSL system with a subsurface flow CW (the figure is redrawn according to Song et al., 2019 [106]). MSL, multi-soil-layering; SMB, soil mixture block; CW, constructed wetland; VFCW, vertical flow constructed wetland.
Sustainability 16 03330 g004
Table 1. Comparative assessment of MSL and alternative techniques.
Table 1. Comparative assessment of MSL and alternative techniques.
TechniquePrincipleRemoval PerformancesAdvantagesDisadvantagesReferences
CWsCombining the adsorption and filtration effects of soil and artificial fillers, as well as the adsorption and degradation effects of plants and microorganisms.COD ≤ 75.7%
BOD≤ 91%
SS ≤ 91%
NH4+ ≤ 72.1%
TN ≤ 63.4%
TP ≤ 71.8%
Low cost
Low energy
Simple operation
Large land occupation
Treatment efficiency fluctuates with seasonal variations
High maintenance frequency
Odor and insects
[20,22,23]
Stabilization pondsCombination of the adsorption and degradation effects of microorganisms, algae, and aquatic plants.BOD ≤ 91%
COD ≤ 76%
SS ≤ 91%
NH4+ ≤ 56%
TN ≤ 30%
TP ≤ 21%
Low cost
Low energy
Simple operation
Large land occupation
Treatment efficiency fluctuates with sunlight and climate variations
Long hydraulic retention time
High water loss by evaporation
Odor, insects, and rodents
[24,25,26]
Sand filtrationPollutants are intercepted by the sand and then decomposed by microorganisms.COD ≤ 78%
SS ≤ 95%
NH4+ ≤ 88%
TN ≤ 85%
TP ≤ 50%
Low cost
Small land occupation
Simple operation and
maintenance
Risk of clogging
Odor and insects
[27,28,29]
MSLSoil and filter media perform filtration and adsorption, while microorganisms carry out biodegradation.≥90% for SS, BOD, COD, NH4+, TN, and TP, in most casesSmall land occupation
Low cost
Low energy
No odors, no insects
Simple operation and
maintenance
Risk of clogging
Moderate sanitary efficiency
[20,30,31]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Ma, T.-F.; Wu, J.; Feng, L.; Chen, X.-P.; He, J. Progress in Multi-Soil-Layering Systems for Wastewater Treatment. Sustainability 2024, 16, 3330. https://doi.org/10.3390/su16083330

AMA Style

Ma T-F, Wu J, Feng L, Chen X-P, He J. Progress in Multi-Soil-Layering Systems for Wastewater Treatment. Sustainability. 2024; 16(8):3330. https://doi.org/10.3390/su16083330

Chicago/Turabian Style

Ma, Teng-Fei, Jin Wu, Li Feng, Xin-Ping Chen, and Jing He. 2024. "Progress in Multi-Soil-Layering Systems for Wastewater Treatment" Sustainability 16, no. 8: 3330. https://doi.org/10.3390/su16083330

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop