Abstract
Hetero-multicomponent metal oxide catalysts are attracting increasing attention for wastewater remediation due to their tunable band structures, synergistic redox activity, and enhanced stability. This review thoroughly evaluates recent progress in the synthesis and application of such catalysts, highlighting Ti–Cu–Zn nanostructures as a representative case study. We examine synthesis approaches—including hydrothermal, biosynthesis, precipitation, and spray-based methods, with additional insight into sol–gel and other less commonly applied techniques—with emphasis on their suitability for constructing layered and multicomponent heterostructures. Mechanistic aspects of photocatalysis, Fenton and Fenton-like processes, adsorption, and electrochemical routes are discussed, with particular focus on charge separation, reactive oxygen species (ROS) generation, and pollutant-specific degradation pathways. Comparative performance metrics against antibiotics, pesticides, dyes, and fertilizers are analyzed, alongside considerations of leaching, reusability, and scale-up potential. Importantly, while significant progress has been made for organic micropollutants, applications in heavy metal remediation remain scarce, highlighting an urgent research gap. By situating Ti–Cu–Zn systems within the broader class of multicomponent catalysts, this review not only synthesizes current advances but also identifies opportunities to expand their role in sustainable wastewater management, including field deployment, regulatory compliance, and integration into decentralized treatment systems.
Keywords: photocatalysis, advanced oxidation processes, environmental nanotechnology, wastewater treatment, ternary heterostructures, agricultural pollutants
1. Introduction
The intensification of agricultural activities over recent decades has contributed significantly to global food security, but at the cost of increasing environmental degradation [1,2]. One of the most critical issues is the generation of agricultural wastewater. Agricultural wastewater is a significant environmental concern due to its contamination with various pollutants that adversely affect water quality and ecosystems. The runoff from agricultural activities introduces nutrients [3], pathogens [4], and chemicals into water bodies [4,5], causing detrimental effects on both human health and aquatic life. Increased nutrient levels lead to algal blooms, which reduce light penetration and harm aquatic habitats [4]. Contaminants can alter soil chemistry, affecting crop growth and soil biodiversity [5], and contaminated water sources can lead to an increased incidence of diseases, affecting community health and agricultural productivity [4]. Agricultural wastewater treatment faces significant challenges with both conventional methods and emerging nanomaterial-based technologies. While conventional treatments such as sedimentation, activated sludge, and membrane filtration are often insufficient to completely degrade or remove emerging pollutants, they also often struggle with inefficiency [6], environmental impact [7] and high costs [8].
Nanomaterials offer innovative solutions as there is a growing interest in advanced oxidation processes (AOPs) [9], particularly photocatalysis, due to their ability to mineralize a broad spectrum of organic compounds [10] under mild conditions [9] for the degradation of such refractory pollutants [9,10]. Heterogeneous photocatalysis has emerged as a promising technology for environmental remediation, particularly in the degradation of organic contaminants [11]. This process uses light energy to generate reactive oxygen species (ROS), which are capable of breaking down a wide range of organic pollutants [12]. The technology primarily uses semiconductor materials, which are activated by light to produce electron–hole pairs that interact with surface molecules, leading to the formation of ROS [13]. These ROS are highly effective in the oxidization and decomposition of organic contaminants, making heterogeneous photocatalysis a versatile and efficient solution for environmental challenges [13]. Among photocatalysts, titanium dioxide (TiO2) [14] is notable for its stability, abundance, and photocatalytic performance [14] under ultraviolet (UV) light. However, the rapid recombination of photogenerated charge carriers and their wide band gap (~3.2 eV) significantly limit their visible-light activity [15] and overall efficiency in practical applications [16]. To address these limitations, researchers have increasingly explored heterostructured and multicomponent nanomaterials [17], which offer synergistic benefits through enhanced light absorption, improved charge separation, and tailored surface chemistry.
In particular, sandwiched nanostructures—layered systems composed of two or more metal oxides or semiconductors—have emerged as promising architectures for optimizing photocatalytic performance. These structures improve photocatalytic efficiency by improving light absorption [18], charge separation, and surface area [19], which are critical for applications such as environmental remediation and energy conversion. The integration of different materials in a layered manner allows for the tuning of electronic properties and the extension of light absorption into the visible spectrum [18], thus enhancing the overall photocatalytic activity [19]. These structures can be designed to facilitate directional charge transfer and offer tunable interfaces that improve redox activity and durability.
In this context, metal-modified TiO2 systems, especially those incorporating copper (Cu) and zinc (Zn), have attracted considerable attention [20,21]. Cu-based materials (e.g., CuO, Cu2O) act as visible light absorbers and electron sinks [22,23], thus reducing recombination rates [24]. On the other hand, Zn species (e.g., ZnO or Zn2+ dopants) can enhance surface reactivity [25] and impart antimicrobial functionality [26]; an important feature for the treatment of wastewater with high microbial loads. The combination of titanium, copper, and zinc in a sandwiched nanostructure has demonstrated synergistic effects in photocatalytic applications [21].
Although hetero-multicomponent metal oxide catalysts can be constructed from a wide range of metal combinations, this review adopts TiO2–CuO–ZnO (known as Ti–Cu–Zn) systems as a representative and instructive platform. This choice is motivated by two reasons. The first is that TiO2, CuO/Cu2O, and ZnO represent three of the most extensively studied and industrially relevant oxide semiconductors in water treatment and secondly, the complementary electronic properties of TiO2, CuO, and ZnO, which enable diverse heterojunction configurations, including type-II and p–n junctions, as well as effective charge separation through interfacial band alignment. In addition, Ti–Cu–Zn materials have been investigated across multiple advanced oxidation pathways, including photocatalysis, Fenton-like reactions, and antimicrobial processes, allowing structure–property–function relationships to be systematically compared. Importantly, the Ti–Cu–Zn system integrates earth-abundant, relatively low-toxicity metal oxides with established synthesis scalability, making it a suitable model system for assessing both mechanistic performance and sustainability considerations. While other multicomponent oxide combinations are briefly discussed where relevant, Ti–Cu–Zn catalysts are emphasized to provide a coherent and focused framework for critical analysis.
Advanced oxidation processes (AOPs) encompass a diverse set of chemical, photochemical, and electrochemical technologies, including ozonation, Fenton and Fenton-like reactions, persulfate activation, and photocatalysis. While these methods have demonstrated effectiveness for wastewater treatment, this review deliberately focuses on photocatalytic AOPs due to their unique advantages, including tunable band structures, controlled reactive oxygen species (ROS) generation, potential for solar-driven operation, and reduced reliance on continuous chemical inputs. An overview of major AOPs and their respective strengths and limitations is provided in Section 2 to contextualize this focus and highlight why hetero-multicomponent metal oxide photocatalysts represent a particularly promising platform for sustainable wastewater remediation.
This review aims to thoroughly analyze the development and application of sandwiched Ti–Cu–Zn nanostructures in advanced oxidation processes (AOP) for agricultural wastewater treatment. It begins with the fundamental principles of photocatalysis and the role of engineered heterojunctions in enhancing charge carrier dynamics and light absorption. The review then provides a comprehensive assessment of synthesis strategies, structural characteristics, and photocatalytic performance across a range of organic and microbial pollutants, with a special focus on reusability and mechanistic insights into ROS generation. In addition, it addresses engineering considerations such as scalability, coating durability, and environmental safety. Finally, the review identifies critical knowledge gaps, particularly in heavy metal remediation, catalyst reusability, and field validation, and offers future perspectives to guide the design and deployment of sustainable photocatalytic systems in real-world agricultural settings.
2. Advanced Oxidation Processes in Wastewater Treatment
Advanced oxidation processes (AOPs) are a set of chemical treatment procedures designed to remove organic and inorganic pollutants from wastewater by generating highly reactive radicals, primarily hydroxyl radicals(•OH). These processes are particularly effective in degrading persistent organic pollutants that conventional treatment methods cannot eliminate. AOPs encompass a variety of techniques, including ozonation [27,28], advanced oxidation with Fenton’s reagent [29], photocatalysis [28,30], and nonthermal plasma [31], each with unique mechanisms and applications.
While ozonation and Fenton-based processes often exhibit high degradation efficiencies, they typically rely on continuous chemical inputs, strict pH control, or complex operational requirements, which may limit their long-term sustainability and large-scale deployment. Among these, photocatalytic AOPs stand out because of their ability to harness solar energy, operate under mild conditions, and avoid secondary pollution. For these reasons, this review focuses specifically on photocatalytic AOPs, with an emphasis on hetero-multicomponent metal oxide catalysts as a platform for enhancing charge separation, redox activity, and long-term stability.
In photocatalytic processes, a semiconductor material absorbs photons with energy equal to or greater than its bandgap, resulting in the excitation of electrons (e−) into the conduction band and the generation of holes (h+) in the valence band. These charge carriers participate in redox reactions that produce ROS, such as •OH and superoxide anion radicals (•O2−), which attack and mineralize organic pollutants as shown in Figure 1.
Figure 1.
Photocatalysis for pollutant degradation.
Reactive oxygen species (ROS) play a crucial role in the degradation of organic contaminants, primarily through advanced oxidation processes (AOPs). These processes use ROS, such as hydroxyl radicals (•OH) [32,33], superoxide radicals (•O2−) [34], and peroxides (H2O2) [32,35] to break down complex organic pollutants into simpler and less harmful compounds as demonstrated in Figure 1. The high reactivity of ROS allows them to modify the chemical structure of organic matter, leading to its degradation or mineralization [36]. This mechanism is particularly effective in various environmental settings, including water, soil, and atmospheric environments [37].
The efficiency of photocatalytic AOPs is strongly influenced by the physicochemical properties of the photocatalyst, including its bandgap, surface area, crystallinity [38], and charge carrier dynamics. AOPs are capable of mineralizing pollutants into harmless end products, making them environmentally benign [39]. They can effectively degrade recalcitrant compounds that are resistant to conventional treatment methods [40]. Hybrid AOPs, which combine different techniques, can improve oxidation capabilities and treatment efficiency [41].
On the other hand, AOPs have high operational costs and energy requirements [42]. Some processes, such as ozonation, may require additional steps to overcome limitations such as mass transfer and reaction rates [27]. The potential formation of toxic by-products requires careful control and optimization [42] of the process. Future research is focused on enhancing the properties of catalysts used in AOPs and developing more efficient hybrid systems. This includes exploring new materials and technologies to reduce costs and improve process efficiency [39]. Combining AOPs with bioremediation and other treatment methods can optimize pollutant removal and reduce operational costs. This integrated approach is gaining traction as a sustainable solution for wastewater treatment [42].
In the context of agricultural wastewater treatment, photocatalytic AOPs offer several advantages. They enable the degradation of low-concentration micropollutants, function effectively in complex water matrices, and are amenable to decentralized, solar-driven systems suitable for rural implementation. However, challenges such as catalyst stability, light penetration, and cost-effective reactor design remain to be addressed. This underscores the need for multifunctional and robust photocatalytic materials like Ti–Cu–Zn sandwiched nanostructures that combine high activity, stability, and environmental compatibility.
3. Sandwiched Nanostructures: Design Principles
Sandwiched nanostructures are a fascinating area of research due to their unique properties and potential applications in various fields such as energy storage, catalysis, and electronics. The design principles of these structures involve the strategic layering of different materials to exploit their synergistic effects, enhance performance, and achieve specific functionalities. This approach is evident in the diverse applications and methodologies discussed across the provided papers, which highlight the versatility and innovation in designing sandwiched nanostructures.
3.1. Design Principles and Applications
3.1.1. Material Selection and Layering
The choice of materials and their arrangement in a sandwich structure is crucial. For instance, transition metal dichalcogenides sandwiched between graphene, h-BN, and g-C3N4 have been shown to enhance photocatalytic and optoelectronic properties due to their stable structures and expanded band gaps [43]. Similarly, polymer nanocomposites with high dielectric constants and low dielectric losses are achieved by integrating complementary properties of spatially organized multicomponents [44]. Precise synthesis methods are essential for creating stable, high-performance layered sandwich architectures. Atomic layer deposition (ALD) enables nanometer-scale control and defect-free interfaces, as shown in ZnO/TiO2 heterostructures and TiO2–Cu–ZnO Z-scheme nanocomposites for enhanced photocatalysis [45,46,47]. Layer-by-layer (LbL) assembly allows sequential stacking of materials such as g-C3N4 and TiO2, improving interfacial contact and light harvesting [48,49,50]. Electrophoretic deposition (EPD) offers a scalable route to uniform oxide coatings, demonstrated in TiO2 films for antibiotic degradation in greywater [51,52]. Choosing a method aligned with the desired material combination optimizes band alignment, charge separation, and long-term stability.
3.1.2. Synergistic Effects
The interaction between different layers can lead to enhanced properties. For example, sandwich-structured nanocomposites with Ni(OH)2 and Poly(methyl methacrylate) Poly(vinylidene fluoride–hexafluoropropylene) (PMMA/P(VDF-HFP)) layers exhibit improved energy storage performance due to the synergistic coupling effects of the layers [53]. In catalysis, MnO2–Pd–CeO2 hollow spheres demonstrate enhanced stability and activity for CO oxidation, attributed to the strong synergistic effects between Pd and the MnO2–CeO2 shell [54].
3.1.3. Structural Design and Stability
The structural design of sandwiched nanostructures can significantly impact their stability and performance. The use of hollow sandwich heterostructures, such as those involving transition metal phosphides, provides a unique configuration that combines the advantages of sandwich, hollow, and vertical heterostructures, leading to excellent catalytic performance [55]. Additionally, the incorporation of transition layers in five-layer gradient structures helps reduce dielectric contrast and improve energy storage performance [56].
3.1.4. Biomimetic and Flexible Designs
Inspired by natural structures, biomimetic designs such as honeycomb patterns offer high strength-to-weight ratios, making them suitable for lightweight construction applications [57]. Flexible designs, such as those used in electromagnetic interference shielding materials, leverage the processability and environmental friendliness of materials like carbon fibers and graphene [58].
While sandwiched nanostructures offer numerous advantages, there are challenges and considerations in their design and application. The complexity of self-assembly processes, as seen in DNA origami structures, requires precise control over interaction specificity and structural geometry to ensure efficient folding and assembly [59]. Additionally, achieving a balance between flexibility and structural integrity is crucial, as increased flexibility can introduce variability and potential errors in assembly [59]. These challenges highlight the need for continued research and innovation in the design and fabrication of sandwiched nanostructures to fully realize their potential across various applications.
4. Ti–Cu–Zn Nanostructures: Properties and Photocatalytic Behavior
Ti–Cu–Zn nanostructures are promising materials for wastewater treatment due to their enhanced photocatalytic properties. These nanocomposites combine the advantages of individual metal oxides, such as TiO2’s high photocatalytic activity, ZnO’s large exciton binding energy, and CuO’s narrow band gap, to create materials with improved efficiency under both UV and visible light irradiation. This section provides a comprehensive overview of their properties, photocatalytic behavior, and synthesis methods.
4.1. Properties of Ti–Cu–Zn Nanostructures
4.1.1. Structural and Morphological Properties
The structural and morphological properties of Ti–Cu–Zn nanocomposites are critical in determining their photocatalytic performance. These properties include:
Crystalline Structure: The nanocomposites typically exhibit a combination of anatase (TiO2), wurtzite (ZnO), and monoclinic (CuO) phases, as confirmed by X-ray diffraction (XRD) analysis [60,61,62,63].
Morphology: Scanning electron microscopy (SEM) and transmission electron microscopy (TEM) reveal quasi-spherical, rod-shaped, or agglomerated morphologies, depending on the synthesis method [61,64,65].
Surface Area: High specific surface areas, often exceeding 80 m2/g, are observed due to the porous nature of the nanocomposites, which enhances photocatalytic activity [61,65].
4.1.2. Optical and Electronic Properties
The optical and electronic properties of Ti–Cu–Zn nanocomposites are tailored to improve photocatalytic efficiency:
Band Gap: The band gap of these nanocomposites typically ranges between 3.06 and 3.34 eV, allowing absorption in both UV and visible light regions [61,65,66].
Charge Carrier Separation: The formation of heterojunctions between TiO2, ZnO, and CuO suppresses charge-carrier recombination, leading to higher photocatalytic activity [61,63,64].
Photoluminescence (PL): Lower PL intensity in the nanocomposites indicates reduced exciton recombination, further confirming enhanced charge separation [61,67].
4.1.3. Chemical and Thermal Properties
The chemical and thermal stability of Ti–Cu–Zn nanocomposites is essential for their application in wastewater treatment:
Thermal Stability: The nanocomposites exhibit stability up to 500 °C, with minimal phase transitions observed during thermal treatment [20,63].
Chemical Resistance: The materials are resistant to chemical corrosion, making them suitable for repeated use in photocatalytic processes [64,67].
The summary of all properties of the nanostructure is displayed in Table 1.
Table 1.
Physicochemical Properties of Ti–Cu–Zn Nanostructures.
| Property | Typical Range | Functionality | References |
|---|---|---|---|
| Band gap | 2.2–3.3 eV | Controls light absorption | Taufik et al., 2017 [61] |
| Surface area | 60–120 m2/g | More active sites for degradation | Taufik et al., 2017 [61] |
| Crystalline phases | Anatase (TiO2), Monoclinic (CuO), Wurtzite (ZnO) | Phase synergy | Kumar et al., 2017 [68] |
| Morphology | Spherical, rod-shaped, agglomerated | Affects light harvesting | Yitagesu et al., 2024 [67] |
4.2. Photocatalytic Behavior in Wastewater Treatment
4.2.1. Mechanism of Photocatalysis
The photocatalytic activity of Ti–Cu–Zn nanocomposites is driven by the following mechanism:
Light Absorption: The nanocomposite absorbs light, generating electron–hole pairs.
Charge Separation: The heterojunctions between TiO2, ZnO, and CuO facilitate charge separation, reducing recombination.
Oxidative Reactions: The holes oxidize water to produce hydroxyl radicals (•OH), while electrons reduce oxygen to form superoxide radicals (•O2−), which degrade organic pollutants [45,61,64,69].
4.2.2. Degradation Efficiency
The photocatalytic efficiency of Ti–Cu–Zn nanocomposites is superior to that of individual metal oxides:
Methylene Blue Degradation: Under UV and visible light, the nanocomposites achieve 100% and 98% degradation, respectively, within 2 h [61,62].
Rhodamine B Degradation: A degradation efficiency of 96.1% is reported for CuO–ZnO nanocomposites under optimized conditions [64].
Phenol and Azo Dyes: The nanocomposites also exhibit high degradation rates for phenol and azo dyes, with rate constants exceeding 0.04 min−1 [60,70,71].
Antibiotics: Various degradation efficiencies for different antibiotic systems were found to be between 72% and 95% [72,73,74,75].
Fertilizers: The degradation efficiency of various nitrate and ammonia-based fertilizers using these nanocomposites ranged from 82–92% [76,77,78,79].
4.2.3. Active Species and Stability
The role of reactive oxygen species (ROS) and the stability of the nanocomposites are critical for sustained photocatalytic activity:
4.3. Synthesis Methods
Overview of Synthesis Techniques
The synthesis methods of Ti–Cu–Zn nanocomposites involve various methods, each with distinct advantages:
Sol–Gel Method: This method produces uniform nanocomposites with high surface areas and tailored band gaps [61,62,70].
Hydrothermal Method: Hydrothermal synthesis allows precise control over particle size and morphology, leading to enhanced photocatalytic activity [60,66,68].
Biosynthesis: Green synthesis using plant extracts is environmentally friendly and cost-effective, yielding stable nanocomposites [64,67].
Mechanical Mixing and Wet Impregnation: These methods are simple and cost-effective, suitable for large-scale production [71].
Spray Pyrolysis: This technique produces thin films with uniform distribution of metal oxides, ideal for solar applications [45,80].
Gas-Phase Fabrication: This method minimizes liquid waste and produces crystalline nanoparticles with high photocatalytic activity [81].
These methods are summarized with their advantages and disadvantages in Table 2.
Table 2.
Synthesis Methods for Ti–Cu–Zn Nanocomposites.
| Synthesis Method | Description | Pros | Cons | References |
|---|---|---|---|---|
| Sol–Gel Method | Produces uniform nanocomposites with high surface areas and tailored band gaps. | Simple equipment, fine compositional control, homogeneous mixing of precursors. | Long processing times, potential for cracking during drying/calcination. | Taufik et al., 2017 [61] Albert et al., 2015 [62] Baig et al., 2024 [70] |
| Hydrothermal Method | Uses high-temperature, high-pressure aqueous conditions to control particle size and morphology. | Excellent control over crystal growth, high purity, and energy efficiency for certain systems. | Requires an autoclave, limited scalability for industrial production. | Malakootian et al., 2021 [60] Nassar et al., 2024 [66] Kumar et al., 2017 [68] |
| Biosynthesis | Employs plant extracts as reducing/stabilizing agents for green synthesis. | Eco-friendly, cost-effective, low-toxicity byproducts. | Batch-to-batch variability, limited control over particle size/shape. | Jeevarathinam et al., 2024 [64] Yitagesu et al., 2024 [67] |
| Mechanical Mixing and Wet Impregnation | Physically mixes powders or impregnates supports with precursors, followed by drying/calcination. | Low-cost, scalable, straightforward process. | Non-uniform distribution of active sites, possible agglomeration. | Mohammadi et al., 2016 [71] |
| Spray Pyrolysis | Aerosolized precursor solution is thermally decomposed to form thin films or powders. | Uniform film deposition, good for large-area coatings, compatible with dopants. | Requires specialized spray equipment and higher energy use. | Chen et al., 2022 [45] Mrabet et al., 2023 [80] |
| Gas-Phase Fabrication | Vapor-phase routes produce crystalline nanoparticles with minimal liquid waste. | High purity, excellent crystallinity, and a clean process. | High cost, requires advanced equipment and expertise. | Hudandini et al., 2024 [81] |
4.4. Applications in Wastewater Treatment
4.4.1. Target Pollutants
Ti–Cu–Zn nanocomposites are effective against a wide range of pollutants:
Dyes: Methylene blue, Rhodamine B, and Reactive Orange 16 are efficiently degraded with removal rates between 75 and 90% [61,64,66].
Phenols: The nanocomposites achieve significant phenol removal under solar irradiation with rates between 54% and 80% [71].
Azo Dyes: High degradation efficiency for azo dyes is reported, with rate constants exceeding 0.04 min−1 [70].
Antibiotics: Ciprofloxacin, tetracycline, sulfamethoxazole, and chlortetracycline hydrochloride are efficiently degraded with removal rates between 72–100% under visible and UV light using these nanocomposites [82,83,84].
Pesticides: Imidacloprid is completely mineralized (~100%) under solar-simulated light with efficiency above 91% after multiple reuse cycles [85].
Herbicides: 2,4-dichlorophenol (2,4-DCP) and related chlorophenols achieve ~92% TOC mineralization using nanostructures under visible light [86].
Fertilizers (nitrate, ammonia nitrogen): Photocatalytic systems have demonstrated notable performance in fertilizer-related wastewater treatment. Complete nitrate removal with approximately 70% selective conversion to ammonium under UV light [87], while 61% of ammonia-nitrogen was degraded within 3 h, retaining 52% efficiency after three reuse cycles [88].
4.4.2. Antibacterial Activity
In addition to pollutant degradation, the nanocomposites exhibit antibacterial properties:
4.4.3. Comparative Photocatalytic Performance of TiO2-Based Systems Against Key Contaminants
To evaluate the practical relevance of TiO2-based photocatalysts, it is important to compare their efficiency against various environmental contaminants under different light conditions. Integration of CuO and ZnO into TiO2 frameworks has consistently demonstrated improved photocatalytic performance, especially under visible and solar irradiation. These ternary systems exhibit faster degradation rates and a wider compatibility of pollutants compared to single- or bimetallic configurations. Table 3 summarizes the photocatalytic efficiencies of representative TiO2-based systems against common pollutants such as methylene blue, heavy metals, and bacteria, highlighting the synergistic effect of sandwiched nanostructures. It should be noted that reported catalytic performances across studies are not directly comparable due to variations in light source intensity and spectrum, catalyst dosage, pollutant concentration, solution chemistry, and reactor configuration. Consequently, degradation efficiencies and rate constants reported herein should be interpreted as indicative trends rather than absolute benchmarks of catalyst superiority.
Table 3.
Photocatalytic Performance of TiO2-based Systems Against Key Contaminants.
| Pollutant | Catalyst System | Light Source | Degradation Efficiency (%) | Time (min) |
|---|---|---|---|---|
| Methylene Blue | TiO2 [89] | UV | 62.72 | 120 |
| TiO2–CuO [90] | UV | 92.31 | 120 | |
| TiO2–ZnO [91] | UV | 96.4 | 720 | |
| Ti–Cu–Zn [61] | UV | 100 | 120 | |
| Heavy metal | TiO2 [92] | Visible | 88 | 120 |
| TiO2–CuO [93] | Visible | 95 | 45 | |
| TiO2–ZnO [94] | Visible | 53 | 288 | |
| Ti–Cu–Zn | - | - | - | |
| Bacteria | TiO2 [28] | UV | 100 | 10 |
| TiO2–CuO [95] | Visible | 98 | 60 | |
| TiO2–ZnO [96] | UV | 98 | 30 | |
| Ti–Cu–Zn [68] | Visible | 99 | 30–120 |
Current evidence for heavy metal remediation using Ti–Cu–Zn-based catalysts remains limited, and most available studies focus on adsorption or indirect redox interactions rather than systematic photocatalytic removal. Therefore, discussions in this section clearly distinguish experimentally demonstrated observations from proposed research opportunities. While multicomponent oxide architectures offer theoretical advantages for heavy metal immobilization and redox transformation, their practical performance remains largely unvalidated and represents an important direction for future investigation.
Ti–Cu–Zn nanostructures are versatile materials with enhanced photocatalytic properties, making them ideal for wastewater treatment. Their high surface area, suppressed charge-carrier recombination, and tailored band gaps enable efficient degradation of organic pollutants under both UV and visible light. Various synthesis methods, including sol–gel, hydrothermal, and biosynthesis, offer flexibility in tailoring their properties. These nanocomposites also exhibit antibacterial activity, further expanding their applications. Future research should focus on scaling up synthesis methods and improving stability for real-world applications.
5. Mechanistic Insights into Photocatalytic AOPs
Understanding the mechanisms underlying the enhanced photocatalytic activity of Ti–Cu–Zn nanostructures is key to optimizing their design and application. The synergistic interaction among titanium, copper, and zinc plays a crucial role in the promotion of interfacial charge transfer and reactive oxygen species (ROS) generation, which directly influences pollutant degradation pathways.
The integration of copper (Cu) into titanium dioxide (TiO2) photocatalysts has been extensively studied to enhance the efficiency of photocatalytic advanced oxidation processes (AOPs). The mechanistic insights into these processes in Figure 2 reveal that Cu plays a significant role in modifying the electronic properties [97] and catalytic activity of TiO2 [98], thus improving its performance in various photocatalytic applications. The interaction between Cu and TiO2 can lead to enhanced adsorption [98,99], improved charge separation [97] and increased visible light activity, which are essential for effective photocatalysis. Upon excitation, photogenerated electrons migrate from the CuO conduction band to the TiO2 conduction band, where TiO2 acts as an electron sink, facilitating the reduction in dissolved O2 to superoxide radicals (O2•−). Simultaneously, photogenerated holes are preferentially retained in the CuO valence band, promoting the oxidation of surface-adsorbed H2O/OH− to hydroxyl radicals (•OH). The interfacial junction between TiO2 and CuO enhances charge separation and suppresses electron–hole recombination. Band positions are schematic and shown to illustrate relative alignment rather than absolute energetic values.
Figure 2.
Schematic illustration of charge transfer and photocatalytic reaction pathways in a TiO2–CuO heterojunction under UV irradiation.
Integration of zinc into TiO2 structures in Figure 3, through doping or the formation of heterojunctions, significantly influences photocatalytic activity by altering electronic properties and facilitating the charge dynamics [46]. Zn doping in TiO2 creates oxygen vacancies, which are essential to improve photocatalytic activity. These vacancies act as electron traps to reduce the rates of electron recombination and increase the oxidation potential of the valence band [47]. ZnO improves light harvesting by extending absorption to visible wavelengths and reducing carrier recombination through decreased surface defects and improved charge separation [100]. Under UV illumination, electrons excited in the TiO2 conduction band transfer to the ZnO conduction band, where ZnO functions as an electron sink and promotes O2 reduction to O2•− species. Concurrently, photogenerated holes remain in the TiO2 valence band, enabling the formation of hydroxyl radicals (•OH) from adsorbed water or hydroxide ions. The TiO2–ZnO interface facilitates enhanced charge separation, reducing recombination losses and improving photocatalytic efficiency. Band positions are depicted schematically for mechanistic clarity.
Figure 3.
Schematic representation of the photocatalytic mechanism in a TiO2–ZnO heterojunction.
Copper-zinc (Cu-Zn) photocatalytic systems leverage the synergistic effects of Cu and Zn to improve light absorption, charge separation, and catalytic efficiency. The mechanistic insights into these systems in Figure 4 reveal the critical roles of heterojunction formation, electron–hole pair dynamics, and radical generation in the driving of photocatalytic reactions. Cu doping in ZnO alters the electronic structure, enhancing visible light absorption and creating localized electronic states that facilitate charge transfer [101]. In Cu-Zn systems, the interaction between Cu single atoms and ZnS can regulate electronic structures, optimizing the adsorption of intermediates and promoting electron transfer, which is essential for processes such as hydrogen evolution [102]. The ecological impact of these systems is positive, as degradation intermediates generally exhibit reduced toxicity, thereby minimizing environmental risks during the photocatalytic process [103]. The stability of these photocatalysts is further evidenced by their consistent performance over repeated use, as seen in CuO–ZnO systems, which maintain high degradation rates over several cycles [104]. Photoexcited electrons migrate from the CuO conduction band to the ZnO conduction band, where ZnO serves as the primary electron sink and supports superoxide radical (O2•−) generation. Meanwhile, holes are retained in the CuO valence band, contributing to oxidative pathways such as hydroxyl radical (•OH) formation. The CuO–ZnO interfacial junction promotes spatial separation of charge carriers, thereby suppressing recombination. Band alignment is schematic and intended to illustrate relative energetic trends.
Figure 4.
Charge transfer mechanism in a CuO–ZnO heterojunction under photocatalytic conditions.
The combined effect is a heterojunction system in which band bending and Schottky junctions form at the Ti–Cu and Ti–Zn interfaces, promoting directional charge migration. These interfacial electric fields improve the spatial separation of h+ and e−, ensuring longer-lived ROS as seen in Figure 5. The process can be summarized in the following mechanistic pathway [45,61]:
TiO2 absorbs light → e− + h+ generation
e− transfer to Cu2+ → Cu+ and •O2−
h+ reacts with H2O/OH− → •OH
•O2− and •OH and degrade pollutants
The surface sites of Zn2+ stabilize charges and inhibit recombination
Figure 5.
Schematic illustration of charge transfer and reactive oxygen species (ROS) generation in a Ti–Cu–Zn ternary heterojunction under UV irradiation.
Upon excitation, photogenerated electrons preferentially accumulate in the ZnO conduction band, which acts as the dominant electron sink and facilitates O2 reduction to O2•−. Photogenerated holes are primarily retained in the TiO2 valence band, with additional hole trapping in CuO, enabling efficient •OH formation. Oxygen vacancy (Vo) states at the interfaces further enhance charge separation and inhibit recombination. The dual heterointerfaces between CuO–TiO2 and TiO2–ZnO collectively promote enhanced charge separation and improved photocatalytic performance. Band positions are schematic and shown for relative alignment rather than absolute energetic values. This cooperative interaction improves degradation efficiency, broadens light absorption, and ensures sustained catalytic performance in real wastewater matrices.
Strengths and Limitations of Ti–Cu–Zn Systems Compared to Single/Bimetallic Systems
Although numerous studies have explored the photocatalytic performance of single and binary metal oxide systems, the emergence of ternary Ti–Cu–Zn nanostructures offers a promising advancement in both degradation efficiency and functional versatility. These systems benefit from broadened light absorption, enhanced charge separation, and dual capacity for pollutant degradation and antimicrobial action. However, challenges such as metal-ion leaching, scalability, and long-term environmental safety persist. Table 4 provides a comparative overview of the strengths and limitations of TiO2-based systems, highlighting the unique advantages and trade-offs of the sandwiched Ti–Cu–Zn configuration compared to traditional single and bimetallic alternatives.
Table 4.
Comparison of TiO2-based systems.
| System | Strengths | Limitations | References |
|---|---|---|---|
| TiO2 only | Highly stable, inexpensive, well-known, safe in most environments | UV-only activity, high recombination, limited ROS production | Ghamarpoor et al., 2024 [105] |
| TiO2–CuO | Enhanced visible-light activity, better charge separation, Schottky junction promote electron migration. | Cu2+ leaching risk; CuO instability in repeated cycles; poor scalability | Shi et al., 2019 [106], A’srai et al., 2023 [107] |
| TiO2–ZnO | Stronger ROS production; antibacterial synergy; better charge migration | Wide band gap (3.3 eV); ZnO is prone to photo corrosion in aqueous systems | Ghamarpoor et al., 2024 [105], Kubiak et al., 2019 [108] |
| Ti–Cu–Zn | Combined broad-spectrum light response; superior ROS; dual action (degradation + antibacterial); lower e−/h+ recombination | Still under development; leaching of Cu/Zn and durability under real water conditions remain concerns | Malakootian et al., 2021 [60], Taufik et al., 2017 [61], Mohammadi et al., 2016 [71], Abdelfattah and El-Shamy, 2024 [109] |
| Environmental Safety: Ti–Cu–Zn | Effective pollutant degradation with reduced chemical inputs; no need for chemical oxidants; low toxicity at moderate loading | Requires leachate testing and chronic toxicity assessments (Cu/Zn risk); reusability beyond 5 cycles is underexplored | Abdelfattah and El-Shamy., 2024 [109], Joonas et al., 2019 [110], Azizi-lalabadi et al., 2019 [111] |
6. Stability, Reusability, and Environmental Safety
One of the primary challenges in the practical application of nanomaterials in wastewater treatment is ensuring long-term catalyst stability and reusability without compromising environmental safety. For sandwiched Ti–Cu–Zn nanostructures to be effectively deployed in real-world systems, their mechanical adhesion, resistance to photo corrosion, and potential for heavy metal leaching must be critically evaluated. The durability, reusability, and environmental safety of coatings on steel substrates are critical factors in extending the lifespan and functionality of steel in various applications. Coatings must withstand harsh environmental conditions, resist corrosion, and maintain their protective properties over time. Recent research has focused on developing advanced coatings that meet these criteria, using innovative materials and methods to enhance performance [112,113].
6.1. Coating Durability on Steel Substrates
When applied to solid supports such as AISI 316 stainless steel, Ti–Cu–Zn nanomaterials require robust immobilization strategies [114,115]. Spray coating [116,117] and electrophoretic deposition (EPD) [28,118,119] have been used to adhere the photocatalyst to the substrates, minimizing particle loss during operation. Among these, spray coating provides better scalability but may suffer from poor interfacial adhesion if it is not optimized. The incorporation of methanol or other organic solvents during the dispersion step has been shown to enhance coating uniformity and surface anchoring. Mechanical abrasion tests [120] and water-jet exposure experiments [121,122] can be used to simulate real flow conditions and validate the durability of the coating during repeated use cycles. These tests are crucial for assessing the performance of coatings in environments where they are subjected to erosive forces, such as in hydraulic structures, aircraft, and marine applications, even though they are not without limitations.
6.2. Photo-Corrosion Resistance and Structural Integrity
TiO2-based catalysts are generally stable under UV and visible irradiation. However, the introduction of Cu and Zn can introduce structural vulnerabilities if not properly integrated [123]. For example, Zn-doped TiO2 coatings have shown improved corrosion resistance, but under light irradiation, increased electrical conductivity can lead to reduced corrosion resistance due to excessive charge transfer [124]. Stabilizing these ions within a well-defined crystalline or amorphous matrix, or through a heterojunction design, can mitigate degradation. Posttreatment sintering [125] or the formation of protective oxide layers [126,127] can also improve the long-term photochemical stability of reactive sites and enhance the structural integrity of the materials.
6.3. Catalyst Reusability
Effective photocatalysts must maintain high degradation efficiency over multiple treatment cycles. Several studies have shown that multicomponent nanostructures can retain more than 80–90% of their initial activity after 5–10 cycles of antibiotic or dye degradation [128]. Performance losses are typically due to surface fouling [129], partial leaching of active sites [130], or phase transformation [131]. Regeneration strategies such as functionalizing nanostructures with stabilizing agents or coatings [132], optimizing the morphology and surface chemistry [133], or implementing effective recycling and regeneration processes, such as magnetic recovery or surface cleaning [129,130] can help restore activity.
6.4. Leaching Behavior and Ecotoxicological Impact
The potential release of metal ions, particularly Cu2+ and Zn2+, into treated water must be carefully controlled to prevent secondary pollution [134,135]. In several studies, measured Cu2+ concentrations approach or exceed guideline limits for aquatic environments, highlighting the necessity of rigorous leaching assessments. Inductively coupled plasma mass spectrometry (ICP-MS) is commonly used to quantify leaching levels after each treatment cycle [136]. In well-engineered systems, leaching is often found to be below regulatory limits (<0.1 mg/L) depending on pH, irradiation time, and catalyst synthesis route. However, environmental risk assessment through bioassays (e.g., Daphnia magna, algal growth inhibition tests) should accompany performance evaluations [137,138] to ensure the safe deployment of such catalysts in agricultural contexts. Also, testing methodologies vary widely, including batch immersion tests, photocatalytic cycling experiments, and post-reaction Inductively Coupled Plasma–Optical Emission Spectroscopy (ICP-OES) analysis, complicating cross-study comparison. Establishing standardized leaching protocols and correlating metal release with catalyst structure and operational conditions remains a critical requirement for safe-by-design catalyst development.
Ultimately, achieving a balance between high photocatalytic performance and environmental safety will determine the success of Ti–Cu–Zn nanostructures in decentralized wastewater treatment systems. The development of smart coatings, eco-friendly synthesis routes, and comprehensive life-cycle assessments will be critical moving forward.
7. Engineering Considerations and Scale-Up Potential
Despite significant laboratory-scale successes, the transition of multicomponent nanostructures from bench-scale prototypes to full-scale wastewater treatment systems requires careful engineering consideration. This section outlines key factors influencing scale-up feasibility, including system integration, material cost, reactor design, and performance under real wastewater matrices. Translating batch photocatalysis to continuous water processes requires immobilization and reactor engineering. Suitable strategies include ALD/EPD coatings on porous supports, Layer-by-Layer (LbL) films on polymeric membranes, and integration into photoelectrochemical flow cells. Each route balances trade-offs: immobilized systems ease catalyst recovery but may reduce mass transfer; photocatalytic membranes offer simultaneous separation and degradation but increase fouling risk. We summarize practical recommendations and reported engineering metrics below.
7.1. Integration into Decentralized Treatment Units
The application of sandwiched nanostructures is well-suited to decentralized wastewater systems, particularly in rural or agricultural settings lacking centralized treatment infrastructure. The integration of nanostructures into treatment units involves both top-down and bottom-up approaches. Their ability to operate under solar or low-power light sources makes them attractive for off-grid applications. Immobilization of the nanomaterials on substrates such as stainless-steel mesh or glass plates facilitates integration into fixed-bed or flow-through photoreactors. Modular design and low maintenance requirements are also desirable features for rural deployment. These methods must be adapted to ensure compatibility with existing microelectronic and semiconductor technologies, which are essential for the development of smart treatment systems [139].
7.2. Reactor Design and Light Penetration Efficiency
Efficient photocatalytic operation requires maximizing photon absorption and pollutant-catalyst contact [140]. Flat-plate, annular, or compound parabolic concentrator (CPC)-based reactors can be engineered to ensure uniform irradiation. Different reactor types, such as fixed-bed, slurry, and structured reactors, offer unique advantages and challenges for scaling up nanostructure production. Structured reactors, which involve depositing nanoparticles on solid supports, are particularly promising for continuous operations and large-scale applications [141]. The placement and orientation of Ti–Cu–Zn-coated surfaces should minimize shadowing effects and enhance light distribution. Coupling UV–Vis or solar light with internal reflectors can further improve photocatalytic efficiency in large volumes. The design of nanostructures can enhance light scattering and absorption, improving catalytic efficiency. The unique topological features of these structures reduce charge migration distances, enhancing light harvesting in confined spaces [142].
7.3. Cost and Scalability of Synthesis
A systems materials science approach is essential for designing nanocomposites with hierarchical structures that can be scaled up without losing performance. This involves understanding and manipulating interactions across multiple length scales, from molecular to macroscopic levels, to achieve desired properties [143]. While sol–gel, hydrothermal, and spray-coating methods are promising, they must be optimized for cost, reproducibility, and throughput. Ensuring reproducible production of nanostructures is a significant challenge in scale-up. The implementation of nano-CMC (chemistry, manufacturing, and controls) strategies, including stability checks and analytical methods, is essential for maintaining quality and meeting regulatory specifications [144]. Methanol-assisted dispersion or templating steps must be compatible with large-batch or roll-to-roll manufacturing. Additionally, sourcing and stabilizing Cu and Zn precursors economically without sacrificing material performance is key. Life-cycle analysis (LCA) and techno-economic assessment (TEA) should be employed to evaluate process sustainability.
7.4. Performance in Complex Wastewater Matrices
Agricultural runoff often contains a mixture of antibiotics, fertilizers, organic matter, and suspended solids. These matrix components may interfere with ROS generation, block active sites, or reduce light transmittance. Pre-treatment steps such as filtration or sedimentation may be required before AOP application. Combining nanomaterials with conventional treatment technologies, such as activated sludge processes and membrane bioreactors, can enhance overall treatment efficiency and facilitate scale-up. This integration can help overcome limitations of traditional methods and improve pollutant removal from complex wastewater matrices [145]. Surface modification of nanostructured adsorbents enhances their affinity for specific pollutants, which is crucial for effective wastewater treatment. This involves tailoring the surface properties to target contaminants like heavy metals and organic compounds commonly found in agricultural runoff [146]. Pilot-scale studies must therefore assess catalyst robustness in simulated and actual wastewater streams.
7.5. Automation, Monitoring, and Maintenance
To enable long-term and remote operation, sandwiched nanostructure-based systems can be equipped with basic automation components such as light intensity sensors [147], flow controllers, and photocatalyst fouling indicators. Real-time monitoring of effluent quality and predictive maintenance tools could reduce downtime and ensure consistent pollutant removal performance [147]. The deployment of sensor-driven solutions in wastewater treatment facilities requires a workforce with specialized skills in both environmental engineering and data analysis. Bridging the gap between current training programs and the skills needed for these advanced technologies is essential. Strengthening partnerships for data sharing and field testing of new technologies can also accelerate innovation and make it more accessible to smaller facilities [147].
7.6. Sustainability Considerations
Ensuring the sustainability of nanostructure-based treatment units is critical. This involves evaluating the environmental impact of nanomaterials throughout their lifecycle, from production to disposal, and developing frameworks to guide sustainable design and implementation [148].
7.7. Commercialization and Market Potential
The commercialization of nanostructure-based water treatment technologies is gaining traction, with applications ranging from industrial wastewater treatment to decentralized drinking water systems. The development of nanocomposites and advanced membranes is particularly promising for addressing global water challenges [149].
7.8. Regulatory & Deployment Checklist for Agricultural Use
To ensure the practical translation of Ti–Cu–Zn nanostructures from laboratory-scale photocatalysts to field-level wastewater treatment systems, it is essential to align their deployment with environmental safety standards and regulatory expectations. While laboratory results highlight strong degradation and antibacterial efficiencies, long-term environmental behavior, such as potential leaching of Cu2+ and Zn2+, remains insufficiently assessed. Additionally, data on catalyst reusability, field scalability, and compatibility with real agricultural runoff are scarce. Table 5 presents a regulatory and deployment checklist that outlines the critical parameters for safe and effective integration of sandwiched nanostructures into agricultural wastewater treatment systems.
Table 5.
Regulatory & Deployment Checklist for Agricultural Use.
| Criteria | Current Status | Recommendation |
|---|---|---|
| Leaching Safety (Cu/Zn) | Partial data | Add bioassays (e.g., Daphnia, algal tests) |
| Catalyst Reuse Data | <5 cycles reported | Target ≥10 with <15% performance loss |
| Field Testing | Rare | Needed in realistic Agri-runoff systems |
| Policy Guidelines | Lacking | Propose collaboration with local agencies |
Taken together, these engineering considerations highlight the importance of an interdisciplinary approach combining materials science, environmental engineering, and systems integration. Pilot demonstrations and stakeholder engagement will be important next steps in translating Ti–Cu–Zn photocatalytic systems from the laboratory to practical wastewater solutions.
8. Future Perspectives and Research Opportunities
Despite significant progress in multicomponent nanostructures for photocatalytic wastewater treatment, several opportunities remain for future investigation. Key directions include:
Tailored band engineering using advanced dopants or quantum heterostructures to expand light absorption into the near-infrared region and enhance charge carrier lifetimes.
Hybrid integration of AOP, such as coupling heterocatalysts with ozonation, Fenton, or electrochemical oxidation, to boost degradation efficiency.
Real-time contaminant monitoring technologies combined with intelligent photocatalyst systems for adaptive water treatment.
Green and scalable synthesis methods that eliminate toxic solvents, reduce energy input, and enable on-site fabrication.
Ecotoxicity and life cycle assessment (LCA) studies to ensure safe deployment in agricultural, municipal, and industrial settings.
Furthermore, fundamental studies on catalyst-pollutant interaction kinetics and reactive intermediate tracking will be vital for mechanism elucidation and rational catalyst design.
Recent studies increasingly demonstrate that catalyst performance in wastewater treatment is highly sensitive to experimental configuration, making direct comparison across reports non-trivial. For instance, recent investigations on multicomponent and hybrid oxide catalysts have reported enhanced degradation efficiencies under visible-light irradiation; however, these outcomes are often achieved under markedly different light sources, catalyst loadings, and pollutant concentrations. Studies published by Ma et al. [150] highlight that apparent performance gains may originate from optimized reactor geometries or synergistic adsorption–photocatalysis coupling rather than intrinsic catalytic superiority. Similarly, other articles emphasize that while advanced oxide catalysts can exhibit high short-term removal efficiencies, long-term stability and metal leaching remain critical bottlenecks. These findings collectively underscore the need for standardized benchmarking protocols and caution against over-interpreting isolated degradation efficiencies when evaluating emerging hetero-multicomponent systems.
Knowledge Gaps and Future Perspectives
Despite promising results, several gaps must be addressed to unlock the full potential of multicomponent nanostructures:
Need for in situ characterization techniques: Current studies often rely on post-reaction analyses. Incorporating in situ techniques (e.g., X-ray Photoelectron Spectroscopy (XPS), Diffuse Reflectance Infrared Fourier Transform Spectroscopy (DRIFTS), and Electron Paramagnetic Resonance (EPR) under operational conditions) would help track the dynamics of charge transfer, surface species, and ROS generation.
Reusability and stability studies: Current studies have no experiments on reusability and stability, and therefore, new studies going forward have to focus on this. Ensuring that the synthesized catalyst can achieve nothing less than 15% degeneration after 5 runs will be a huge win for the system, as this is the minimal requirement seen in other single or binary catalyst systems.
Heavy metal reduction: Industrial, pharmaceutical, and agricultural wastewater systems tend to contain heavy metals such as chromium, cadmium, lead, etc. More studies must be carried out on the efficiency of removing these heavy metals from wastewater, as current studies do not have citable references for these elements.
Exploring new dopants and structural motifs: Beyond Cu and Zn, incorporation of rare earth, non-metal (e.g., N, S), or perovskite-inspired interfaces may further tune band alignment and enhance activity.
Policy and regulatory alignment: For field deployment, regulatory clarity is required regarding nanoparticle release, reuse standards, and permissible leaching thresholds. Engagement with environmental authorities, farmers, and policymakers is essential to facilitate technology transfer.
Addressing these gaps will not only improve photocatalyst functionality but also support regulatory approvals and public trust.
9. Conclusions
Hetero-multicomponent metal oxide catalysts represent an emerging and versatile platform for addressing the complexity of modern wastewater streams. This review has shown that Ti–Cu–Zn-based systems, through synergistic band alignment, multi-redox activity, and enhanced interfacial charge transfer, can outperform conventional single-component and binary catalysts across a range of photocatalytic, Fenton-like, and adsorption-assisted processes.
While substantial progress has been achieved in degrading organic micropollutants, this review highlights persistent challenges related to performance benchmarking, catalyst stability, metal leaching, and scalability. In particular, heavy metal remediation using multicomponent oxide systems remains largely unexplored and warrants systematic investigation.
Future research should prioritize rational heterostructure design, standardized testing protocols, quantitative assessment of leaching and ecotoxicological risks, and the integration of these catalysts into decentralized and nature-based treatment systems. By addressing these challenges, hetero-multicomponent catalysts—especially Ti–Cu–Zn architectures—are well positioned to play a meaningful role in sustainable and economically viable wastewater treatment technologies.
Acknowledgments
The authors acknowledge the Faculty of Chemical Technology and the Department of Physical and Inorganic Chemistry at Kaunas University of Technology for supporting this work. Maria-Anthoniette Oghenetejiro Onoriode-Afunezie gratefully acknowledges support from the doctoral program in Chemical Engineering and her supervisor, Agnė Šulčiūtė. The authors thank colleagues whose discussions contributed to improving this review. The authors have reviewed and edited the output and take full responsibility for the content of this publication.
Author Contributions
Conceptualization, M.-A.O.O.-A.; methodology, M.-A.O.O.-A.; software, M.-A.O.O.-A.; validation, J.K., and A.Š.; formal analysis, M.-A.O.O.-A.; investigation, M.-A.O.O.-A.; data curation, M.-A.O.O.-A. and J.K.; writing—original draft preparation, M.-A.O.O.-A.; writing—review and editing, J.K. and A.Š.; visualization, M.-A.O.O.-A.; supervision, A.Š.; project administration, M.-A.O.O.-A. All authors have read and agreed to the published version of the manuscript.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
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.
Funding Statement
This research received no external funding.
Footnotes
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