Abstract
Industrial activities generate significant amounts of wastewater containing toxic heavy metals, posing severe environmental and health risks. This review explores the efficient removal of heavy metals from industrial wastewater through adsorption techniques. Adsorption stands out as a promising method due to its versatility, cost-effectiveness, and high efficiency in reducing metal concentrations to permissible levels. The review systematically examines various adsorbents used in industrial effluent treatment, including activated carbon, zeolites, and biochars, highlighting their mechanisms and performance in metal ion removal. Factors influencing adsorption efficiency, such as pH, temperature, adsorbent dosage, and metal ion concentration, are critically evaluated. Recent advancements in adsorption technologies, such as hybrid materials and functionalized adsorbents, are discussed in terms of enhancing removal efficiencies and addressing specific challenges in industrial wastewater treatment. This review provides comprehensive insights into the current state of heavy metal removal by adsorption, emphasizing technological advancements, challenges, and future research directions aimed at sustainable and effective wastewater treatment practices.
1 Environmental impact of industrial effluents from industries
The rapid industrialization and economic growth of recent decades have led to a significant increase in the generation of industrial effluents, which are discharged into the environment through various mediums such as air, water, and land. 1 Industrial effluents are waste materials produced by industrial processes, including manufacturing, mining, and energy production, and they can have devastating effects on the environment and human health if not managed properly. 2 , 3 Industrial effluents can contain a broad range of pollutants, including heavy metals, chemicals, pesticides, and other toxic substances (Figure 1). 4 , 5

Effluent discharge by industries. 6
Noise pollution by industrial activities can generate excessive noise levels that can disrupt natural habitats and human health. Industrial effluents can also have social and economic impacts. Economic costs the clean-up and remediation of contaminated sites can be costly and burdensome for industries and governments. 7 , 8 Health impacts exposure to industrial pollutants can lead to increased healthcare costs and lost productivity. Social impacts industrial pollution can displace communities, disrupt traditional ways of life, and exacerbate social inequalities. 9 , 10 Despite these risks, many industries continue to discharge pollutants into the environment without adequate treatment or regulation. 11 , 12 The lack of effective monitoring and enforcement mechanisms allows industrial effluents to continue polluting the environment with impunity. 13
1.1 Critical effects of industrial effluents on environment and health
Industrial effluents, which are waste materials generated by various industrial processes, can have devastating impacts on human health. 14 Exposure to these pollutants can lead to a range of health problems, from minor irritations to life-threatening conditions. 15 , 16 The significant impacts of industrial effluents on healthcare will be covered in this essay. Respiratory problems in industrial effluents can contain particulate matter, heavy metals, and volatile organic compounds (VOCs) that can irritate the respiratory system. 17 , 18 Exposure to these pollutants can lead to respiratory problems such as chronic obstructive pulmonary disease (COPD), asthma, and bronchitis. Inflammation and scarring, for instance, can result from particles in industrial pollutants penetrating deeply into the lungs. 19 , 20
Immune system suppression in industrial effluents can contain immunosuppressant chemicals that weaken the immune system, making individuals more susceptible to infections and diseases. For example, exposure to pesticides has been linked to decreased immune function and increased risk of infections. 21 Industrial effluents have severe and far-reaching consequences on healthcare. 22 , 23 Exposure to these pollutants can lead to a range of health problems, from minor irritations to life-threatening conditions. 24 Through the implementation of efficient pollution control methods and sustainable practices, industries must take proactive actions to lessen their environmental footprint. 25 Furthermore, governments must establish strict regulations and monitoring systems to ensure that industries comply with environmental standards and protect public health (Figure 2).

Harmful health effects of industrial effluents. 26
1.2 Controlling strategies of industrial effluents from industries
Industrial effluents, which are waste materials generated by various industrial processes, can have devastating impacts on the environment and human health if not managed properly. Industries need to put in place efficient controls to limit the quantity of pollutants they discharge into the environment to lessen these consequences. 27 , 28 Pre-treatment involves treating industrial effluents before they are discharged into the environment. 29 To remove heavy metals, suspended particles, and other contaminants, physical, chemical, and biological methods may be used. 30 , 31 Wastewater treatment plants are designed to remove pollutants from industrial effluents before they are discharged into waterways. 32 , 33 These plants use various technologies such as sedimentation, filtration, and disinfection to remove pollutants. 34 , 35 Best Available Techniques (BATs) are the most effective techniques available for reducing pollution from specific industrial activities. 36 , 37 For example, BATs for cement manufacturing include using low-NOx burners and scrubbers to reduce emissions (Table 1). 38
Controlling strategies of industrial effluents. 39
Category | Description |
---|---|
Pollution prevention | Reduce or eliminate pollutants at the source |
Waste stream segregation | Separate different effluent streams for targeted treatment. |
Pre-treatment | Initial treatment before final discharge or further treatment |
Physico–chemical treatment | Employ physical and chemical processes to remove pollutants. |
Biological treatment | Utilize microorganisms to break down organic matter. |
Disinfection | Eliminate harmful pathogens before discharge. |
Monitoring and regulations | Regular monitoring and adherence to discharge standards |
Public education and awareness campaigns can raise public awareness of the importance of environmental protection and encourage individuals to take action to reduce their environmental impact. 40 , 41 Regulatory frameworks provide a legal basis for controlling industrial effluents. Governments can establish laws, regulations, and standards to ensure that industries comply with environmental standards. 42 Controlling strategies for industrial effluents from industries involve a range of techniques that aim to reduce the amount of pollutants released into the environment. 43 By using these techniques, industries can lessen their negative effects on the environment and protect the environment and public health. 44
1.3 Types and impact of industrial effluents from industries
Industrial effluents are waste materials generated by various industrial processes, which can have devastating impacts on the environment and human health if not managed properly. 45 , 46 Industrial effluents can come from a wide range of industries, including manufacturing, mining, energy production, and agriculture. 47 These effluents can take many forms, including liquid, solid, and gaseous pollutants. 48 Liquid effluents include wastewater from manufacturing processes, agricultural runoff, and contaminated groundwater. 49 Solid effluents include hazardous waste, industrial waste, and construction debris. 50 , 51 Gaseous effluents include air pollutants such as VOCs, particulate matter, and greenhouse gases. Industrial effluents can have significant impacts on the environment and human health. 52
The environmental impacts, of industrial effluents can also have economic and social consequences. 53 For example, industrial accidents can result in costly clean-up efforts and damage to local businesses. 54 Moreover, communities surrounding industrial facilities may experience decreased property values and reduced quality of life due to environmental pollution. 55 Understanding the types and impacts of industrial effluents is crucial for developing effective strategies to mitigate their negative effects on the environment and human health (Figure 3). 56

Types of industrial effluents from industries.
1.3.1 Solid effluents from industries
Solid effluents are a type of industrial waste that is generated by various industrial processes and activities. 57 These effluents can be in the form of hazardous or non-hazardous waste and can be generated by a wide range of industries, including manufacturing, mining, energy production, and construction. 58 Chemicals, insecticides, heavy metals, and other materials that may be hazardous to the environment and public health are included in the hazardous waste category of solid effluent. 59 Examples of hazardous waste include radioactive waste, asbestos, and chemical drums. Non-hazardous waste type of solid effluent includes materials such as paper, cardboard, glass, and metal that are not hazardous to human health or the environment. 60 Construction and Demolition (C&D) Debris type of solid effluent includes materials such as concrete, asphalt, wood, and steel that are generated during construction and demolition activities. 61 Industrial waste type of solid effluent includes materials such as machinery parts, packaging materials, and other materials that are generated during industrial processes. 62
1.3.2 Liquid effluents from industries
Liquid effluents are a type of industrial waste that is generated by various industrial processes and activities. 63 These effluents can be in the form of wastewater, process water, or contaminated water, and can be generated by a broad range of industries, including manufacturing, mining, energy production, and agriculture. 64 Wastewater type of liquid effluent includes water that has been used in industrial processes and contains contaminants such as heavy metals, chemicals, and other pollutants. 65 Process water type of liquid effluent includes water that is used as a medium in industrial processes, such as cooling systems or chemical reactions. 66 Contaminated water type of liquid effluent includes water that has been contaminated with pollutants such as oil, chemicals, or heavy metals. 67
1.3.3 Gaseous effluents from industries
Gaseous effluents are a type of industrial waste that is generated by various industrial processes and activities. 68 These effluents can be in the form of emissions from factories, power plants, and other industrial facilities, and can be released into the atmosphere through chimneys, stacks, or vents. Gaseous effluents can be composed of a wide range of pollutants, including VOCs, sulphur dioxide, nitrogen oxides, carbon monoxide, and particulate matter. These pollutants can have serious environmental and health impacts, including air pollution, acid rain, and climate change. 69
2 Characterization of heavy metal from industrial effluents
The discharge of industrial effluents into the environment is a significant concern due to the potential harm they pose to both human health and ecosystems. 70 Among the various pollutants present in these effluents, heavy metals are particularly concerning due to their persistence, toxicity, and ability to bioaccumulate. 71 Heavy metals, such as lead, mercury, chromium, and arsenic, are often found in industrial effluents due to their use in various manufacturing processes, including mining, smelting, and electroplating. 72 It is essential to remove heavy metals from industrial effluent to stop them from entering the environment and harming people and animals later on (Figure 4). 73

Common heavy metal contents.
Similarly, studies have examined the effectiveness of adsorption using activated carbon and other materials to remove heavy metals from electroplating wastewater. Heavy metals have also been extracted from industrial effluent chemically by interacting them with acidic or alkaline materials. In addition to these conventional treatment technologies, researchers have also explored innovative approaches for removing heavy metals from industrial effluents. For instance, heavy metals have been removed from contaminated soil and water using bioremediation procedures, which involve microorganisms that may precipitate or solubilize these metals. Other innovative approaches include the use of nanoparticles and graphene-based materials for heavy metal removal. 74
2.1 Need for removal of heavy metals from industrial effluents
The removal of heavy metals from industrial effluents is a pressing concern due to the significant risks they pose to human health and ecological systems. Heavy metals, such as lead, mercury, and chromium, are naturally occurring elements that can be toxic even at low concentrations. 75 These metals can accumulate in soil, sediments, and water bodies after being discharged into the environment by industrial activities, which can have a variety of negative effects. One of the primary reasons for removing heavy metals from industrial effluents is the risk they pose to human health. 76 , 77 Heavy metals can bio-accumulate in the food chain, meaning they become increasingly concentrated as they move up the chain. This can lead to adverse health effects in humans who consume contaminated food or water. For example, exposure to high levels of lead has been linked to neurological disorders, kidney damage, and cancer. 78 Similarly, mercury has been shown to cause neurological damage and birth defects in children. The removal of heavy metals from industrial effluents is essential to prevent the contamination of water and food sources, thereby protecting human health. In addition to human health risks, heavy metals can also disrupt ecological systems. 79
Another critical reason for removing heavy metals from industrial effluents is their environmental persistence. Unlike organic pollutants, which can degrade over time, heavy metals persist in the environment indefinitely. This means that the effects of their contamination can be long-lasting and widespread. For example, heavy metal contamination has been linked to the decline of entire ecosystems, including the collapse of fish populations and the degradation of wetlands. Effective regulations and treatment methods are critical to reducing heavy metal discharge into the environment. Regulatory bodies all around the globe have developed stringent criteria for reducing heavy metal emissions from industrial sources. 80 Chemical precipitation, ion exchange, adsorption, and bioremediation are some of the treatment techniques that have been developed to remove heavy metals from industrial effluents. These methods can successfully remove heavy metals from wastewater streams, avoiding their discharge into the environment and mitigating their effects on human health and natural systems. 81
2.2 Variations in heavy metal concentrations and composition in waste
The concentrations and compositions of heavy metals in industrial effluents vary significantly depending on the specific industry and its production processes. Various industries, including metal plating, mining and processing, chemical manufacturing, and textile dyeing, are common sources of heavy metal contamination in industrial wastewater. Metal plating industries, which involve the deposition of metals onto other materials, often use metals like chromium, nickel, and copper. These metals can be present in the wastewater generated from rinsing and cleaning processes, as well as during the actual plating process. For instance, to prevent corrosion, a thin layer of chromium is electroplated onto a metal surface in the process of chromium plating. This process can generate significant amounts of chromium-rich wastewater that requires proper treatment to prevent environmental contamination (Table 2).
Heavy metal concentrations in industrial effluents. 82
Industry type | Dominant heavy metals (mg/L) | Other notable metals (mg/L) |
---|---|---|
Metal plating | Nickel (35) – chromium (28) – copper (12) | Zinc (5) – lead (2) |
Mining | Lead (40) – arsenic (15) – manganese (30) | Cadmium (1) – mercury (trace) |
Textile dyeing | Chromium (60) – zinc (25) – copper (10) | Cobalt (3) – nickel (2) |
Leather tanning | Chromium (75) – arsenic (20) – aluminium (45) | Antimony (trace) – selenium (trace) |
Electronics manufacturing | Lead (20) – cadmium (8) – mercury (trace) | Nickel (5) – silver (trace) |
Paper & pulp processing | Mercury (trace) – copper (15) – zinc (10) | Lead (2) – chromium (1) |
Mining and processing activities also release heavy metals into the environment. Mining operations involve the extraction of minerals and metals from the earth, which can lead to the release of heavy metals like lead, arsenic, and cadmium into the environment. Processing these minerals and metals further can also result in the release of additional heavy metals. For instance, the smelting of ores to extract valuable metals can produce significant amounts of toxic emissions, including heavy metals like mercury and arsenic. Chemical manufacturing is another industry that can generate heavy metal-containing wastewater. The production of various chemicals often involves the utilize of heavy metals as catalysts or reactants. These metals can be present in the wastewater generated during these processes, posing a risk to environmental receptors if not properly treated. For example, the production of polyvinyl chloride (PVC) plastics involves the utilize of heavy metals like cadmium and lead as catalysts. The resulting wastewater can contain high levels of these metals, which require special treatment to prevent environmental contamination. 82
2.3 Studies on removal of heavy metals from industrial effluents
El Mouden et al. 83 conducted a study that aims to synthesize NC@Co3O4 nanocomposites using natural clay and Co3O4 nanoparticles, focussing on their effectiveness, stability, and reusability in removing heavy metals (Pb(II) and Cd(II)) from wastewater. The NC@Co3O4 nanocomposites achieved adsorption efficiencies of 86.89 % for Pb(II) and 82.06 % for Cd(II), with maximum adsorption capacities of 55.24 mg/g and 52.91 mg/g, respectively. Kinetic and equilibrium data aligned with the PSO model and Langmuir isotherm, and Monte Carlo simulations confirmed the spontaneity of the adsorption process. Xinyue et al. conducted a study to evaluate the effectiveness of natural mineral clays extracted from the Syahkalahan mine as adsorbent matrices for the removal of lead ions (Pb) from drinking water, through detailed characterization and adsorption experiments. Characterization revealed that silica dominates the clay composition, with nanoscale particle sizes. The clays achieved >92 % lead ion removal efficiency under specific conditions. Ibrahim et al. 84 conducted a study that aims to develop an eco-friendly and cost-effective method for removing heavy metal ions from industrial wastewater by synthesizing zeolite using sulphuric acid solid residue (SASR) and kaolin through the alkaline fusion-hydrothermal method. The synthesized zeolite, characterized by XRD, FTIR, SEM, PSD, and N2 adsorption–desorption, showed high effectiveness in adsorbing Zn2+, Pb2+, Cu2+, and Cd2+ ions. The maximum adsorption capacities were 12.025, 15.96, 12.247, and 16.17 mgg−1, respectively, significantly improving the quality of wastewater for agricultural use. Chen et al. 85 conducted a study to enhance the adsorption capacity of Zr-based metal-organic frameworks (MOFs) for hexavalent chromium (Cr6+) by developing a novel formic acid and amino-modified MOF, referred to as Form-UiO-66-NH2. The modification significantly increased the specific surface area, pore size, and crystal size of the MOF, resulting in an excellent Cr6+ adsorption capacity of 338.98 mg/g. This is approximately 10 times higher than unmodified Zr-based MOFs and most other adsorbents, demonstrating the efficacy of the modification.
3 Heavy metal removal methods from industrial effluents
Heavy metal removal from industrial effluents is crucial due to the toxic effects these contaminants have on human health and the environment. Various methods have been developed and employed to address this issue, each with its advantages and limitations. 86 Traditional methods such as chemical precipitation, ion exchange, and adsorption are widely used. Chemical precipitation involves adding reagents to form insoluble metal compounds, which are then separated from the wastewater. This method is cost-effective but can generate a significant amount of sludge that requires further treatment (Figure 5).

Heavy metal removal techniques. 87
Bioremediation, involving the use of microorganisms or plants to remove heavy metals, has gained attention due to its environmental friendliness and sustainability. Techniques such as biosorption, where biological materials bind and concentrate heavy metals and phytoremediation, where plants absorb and accumulate metals, are effective but often slow and dependent on specific conditions. Advanced oxidation processes (AOPs) have also been explored, utilizing oxidizing agents like ozone, hydrogen peroxide, and UV light to degrade and remove heavy metals. These methods can achieve high efficiency but are energy-intensive and require careful control of reaction conditions. 88
3.1 Conventional techniques for heavy metal removal from industrial effluents
Conventional techniques for heavy metal removal from industrial effluents have been extensively studied and implemented due to their effectiveness in mitigating environmental pollution. These techniques include ion exchange, membrane filtration, adsorption, chemical precipitation, and electrochemical methods. Chemical precipitation is one of the most widely used methods. It involves adding chemicals to the effluent, which reacts with the heavy metals to form insoluble precipitates that can be easily removed by sedimentation or filtration. Common precipitating agents include lime, sulphide, and hydroxide. Large volumes of sludge may be produced by this process, though, and it will need to be treated and disposed of. 89
3.1.1 Precipitation method
The precipitation method is a conventional technique extensively utilized for the removal of heavy metals from wastewater. This process involves converting dissolved heavy metal ions into insoluble solid particles by adding chemical precipitants, such as lime, sulphides, or hydroxides. These precipitants combine with the heavy metal ions to create insoluble compounds that are easily filtered or sedimented out of the water. One popular technique is lime precipitation, which raises the pH of the water by adding calcium hydroxide, resulting in the precipitation of heavy metals as metal hydroxides.
3.1.2 Ion exchange method
The ion exchange method is a widely used conventional technique for the removal of heavy metals from wastewater. This process involves exchanging ions between a solid medium, typically a resin, and the aqueous solution containing the heavy metals. The resins used in ion exchange are usually synthetic polymers that are functionalized with specific ion exchange groups. These groups have a high affinity for certain metal ions, allowing them to effectively capture and remove metals such as lead, cadmium, copper, and zinc from the water.
Table 3 summarizes the efficiency of heavy metal removal using precipitation and ion exchange methods. Precipitation involves the formation of insoluble metal hydroxides or sulfides, achieving high removal efficiencies depending on pH and chemical dosage. Ion exchange, meanwhile, utilizes resins or zeolites to selectively remove metals through exchange with ions in solution, offering efficient removal depending on resin type and regeneration capability. Both methods are effective in treating heavy metal-contaminated water, with precipitation suitable for large-scale applications and ion exchange offering versatility in treating low-concentration effluents and recovering metals for reuse.
Precipitation and ion exchange method HM removal efficiency. 90
Removal efficiency (%) – precipitation | Removal efficiency (%) – ion exchange | Precipitant chemical | Ion exchange resin |
---|---|---|---|
90–98 | 95–99 | Sodium sulphide (Na2S) | Strong cation exchange resin |
85–95 | 92–98 | Sodium hydroxide (NaOH) or iron sulphide (FeS) | Chelating ion exchange resin |
80–90 | 98–99 | Mercaptans | Selective mercury removal resin |
75–88 (Cr(VI)) | 85–95 (Cr(VI)) | Sodium hydroxide (NaOH) for Cr(VI), sodium dithionite (Na2S2O4) for Cr(III) | Anionic exchange resin for Cr(VI), cation exchange resin for Cr(III) |
88–95 | 90–97 | Sodium hydroxide (NaOH) or sulphide precipitation | Strong cation exchange resin |
80–92 | 88–96 | Sodium hydroxide (NaOH) or sulphide precipitation | Iminodiacetic acid (IDA) chelating resin |
82–90 | 85–94 | Sodium hydroxide (NaOH) or sulphide precipitation | Weak cation exchange resin |
3.2 Emerging technologies for heavy metal removal from industrial effluents
Emerging technologies for heavy metal removal from industrial effluents have gained significant attention due to the pressing need for effective and sustainable water treatment solutions. Traditional methods like chemical precipitation, ion exchange, and adsorption have been widely used, but they often come with limitations such as high operational costs, generation of secondary pollutants, and inefficiency in removing low concentrations of heavy metals. In response to these challenges, several innovative technologies have been developed and are being researched for their potential to offer more efficient and environmentally friendly solutions. One promising technology is the use of nanomaterials, which have unique properties such as high surface area-to-volume ratio and tunable surface chemistry, making them highly effective for adsorbing heavy metals. Nanoparticles of materials like zero-valent iron, titanium dioxide, and carbon nanotubes have shown remarkable efficiency in removing heavy metals from wastewater. 91
3.2.1 Adsorption method for heavy metal removal
Adsorption is a widely employed method for removing heavy metals from aqueous solutions due to its effectiveness and versatility. This process involves the attachment of metal ions onto a solid surface, known as an adsorbent, through various mechanisms such as ion exchange, electrostatic interactions, and complexation. Common adsorbents include activated carbon, zeolites, clays, and various biomaterials like agricultural wastes or algae biomass. The effectiveness of adsorption depends on factors like pH, temperature, concentration of metals, and surface area of the adsorbent. Adsorption offers several advantages such as high efficiency, ease of operation, and the potential for regeneration and reuse of the adsorbent material.
Figure 6 illustrates the process of heavy metal removal through adsorption, a pivotal environmental remediation technique. It visually represents the sequential stages involved: initial metal ion adsorption onto the adsorbent surface, followed by saturation and equilibrium phases. The graph showcases key parameters such as adsorption capacity over time or concentration levels, providing insights into the efficiency and dynamics of the adsorption process. This figure serves as a crucial visual aid for understanding the effectiveness of adsorption in mitigating heavy metal contamination in various environmental contexts.

Heavy metal removal by adsorption process. 92
3.2.2 Bioremediation method for heavy metal removal
Bioremediation offers a sustainable approach to removing heavy metals from contaminated environments, leveraging the metabolic capabilities of microorganisms and plants to detoxify polluted sites. This method involves various strategies, including bioaccumulation, bio sorption, and biotransformation. Bioaccumulation involves the uptake and concentration of heavy metals within microbial cells or plant tissues, effectively reducing their concentration in the surrounding environment. Bio sorption utilizes the binding capacity of microbial biomass or plant tissues to adsorb heavy metals onto their surfaces, making them less bioavailable and thereby reducing toxicity. Biotransformation involves enzymatic processes where microorganisms convert toxic heavy metals into less harmful forms through oxidation, reduction, or methylation reactions. These mechanisms not only mitigate environmental contamination but also offer cost-effective alternatives to traditional remediation methods. 85
3.2.3 Membrane filtration method for heavy metal removal
Membrane filtration methods for heavy metal removal are pivotal in contemporary water treatment strategies due to their efficiency and versatility. This technique relies on semi-permeable membranes that selectively separate heavy metals from aqueous solutions based on size, charge, and chemical properties. By leveraging membranes with specific pore sizes and surface chemistries, contaminants such as lead, mercury, cadmium, and arsenic can be effectively removed from water sources. The process involves pressuring the contaminated water through the membrane, where heavy metal ions are either physically obstructed or chemically adsorbed onto the membrane surface or within its matrix. Reverse osmosis (RO), nanofiltration (NF), and ultrafiltration (UF) are three popular membrane filtration techniques that are used by water quality regulations and the required level of purification.
3.2.4 Electrochemical method for heavy metal removal
Electrochemical methods for heavy metal removal offer a promising approach to tackling environmental contamination. By leveraging electrochemical principles, these techniques utilize electrodes to facilitate oxidation or reduction reactions, effectively converting dissolved heavy metals into less harmful forms or solid precipitates. This process typically involves applying a voltage across electrodes immersed in contaminated water, inducing electrolysis and driving the migration of ions towards oppositely charged electrodes. During electrolysis, heavy metal ions are either attracted to the cathode for reduction or repelled towards the anode for oxidation, depending on their chemical properties. Reduction processes often involve the deposition of metals onto the cathode, where they can be later recovered, while oxidation reactions lead to the formation of less soluble metal hydroxides or oxides that precipitate out of the solution. 55
3.3 Unveiling the effectiveness of adsorption method in heavy metal removal
The adsorption method stands as a pivotal technique in the realm of environmental remediation, particularly in the removal of heavy metals from contaminated water sources. 93 This process involves the adherence of heavy metal ions onto a solid surface, typically an adsorbent material, through a range of physical and chemical interactions. Its effectiveness lies in its versatility and efficiency across various contaminants, offering a reliable solution amidst increasing concerns over water pollution. Key to the method’s efficacy is the selection of appropriate adsorbents, which can be natural materials like activated carbon, zeolites, and clay minerals, or synthetic polymers engineered for specific metal ion affinities (Table 4). 62
Comparison of heavy metal removal methods. 94
Heavy metal | Adsorption (%) | Bioremediation (%) | Membrane filtration (%) | Electrochemical (%) |
---|---|---|---|---|
Lead (pb) | 95 | 60 | 92 | 75 |
Mercury (hg) | 92 | 70 | 95 | 80 |
Cadmium (Cd) | 90 | 55 | 88 | 68 |
Arsenic (as) | 87 | 65 | 90 | 72 |
Moreover, adsorption offers advantages such as ease of operation, scalability, and the potential for regeneration and reuse of adsorbents, making it economically viable for large-scale applications. It is particularly valuable in treating low-concentration effluents and complex wastewater streams from industries like mining, metallurgy, and electronics manufacturing, where heavy metals pose significant environmental and health risks. The challenges such as adsorbent stability, saturation limits, and the influence of competing ions in real-world applications necessitate ongoing research to optimize materials and processes. Future advancements may focus on hybrid materials, nanotechnology-driven adsorbents, and novel regeneration strategies to enhance efficiency and sustainability further. 95
4 Exploration of adsorption method in heavy metal removal
The exploration of adsorption methods in heavy metal removal represents a pivotal area of environmental research and engineering. Adsorption, a process where molecules adhere to the surface of a solid material, offers a promising avenue for mitigating the detrimental effects of heavy metals on ecosystems and human health. This method involves the use of adsorbents such as activated carbon, zeolites, and various modified materials that attract heavy metal ions from aqueous solutions, effectively trapping them on their surfaces. 67 Researchers have extensively studied the adsorption capacity, kinetics, and mechanisms of various adsorbents to optimize their efficiency in heavy metal removal. The process is influenced by factors such as pH, temperature, the concentration of heavy metals, and the surface properties of the adsorbents. Understanding these parameters is crucial for designing effective adsorption systems that can be applied in both industrial wastewater treatment and environmental remediation efforts. 96
Moreover, the exploration of novel adsorbents and the enhancement of existing materials through modification or functionalization are ongoing areas of interest. Advances in nanotechnology have also contributed to the development of nanostructured adsorbents with increased surface area and reactivity, further improving their effectiveness in heavy metal ion removal (Figure 7).

Adsorption of heavy metal ions on the hydrogel. 97
4.1 Mechanisms and principles of adsorption method
Adsorption is a fundamental process in chemistry and engineering where molecules or ions from a fluid adhere to a surface. This method relies on several key mechanisms and principles to achieve effective separation and purification. Fundamentally, attractive forces between the material being adsorbed, known as the adsorbate, and the surface it adheres to, known as the adsorbent, cause adsorption to occur. These forces might be chemical, including particular interactions like hydrogen bonding or ion exchange, or physical, like van der Waals forces. 69
The efficiency of adsorption processes depends on several factors, including the surface area and porosity of the adsorbent material, the concentration and nature of the adsorbate, temperature, and pressure conditions. Mechanisms like physisorption and chemisorption dictate how strongly molecules adhere to the surface, influencing adsorption capacity and selectivity. Adsorption has wide applications in various industries, from environmental remediation and water purification to gas separation and pharmaceutical manufacturing. Understanding these mechanisms is crucial for optimizing adsorption processes, ensuring they are both economically viable and environmentally sustainable. 98
4.2 Diverse technologies employed in adsorption method
Adsorption methods encompass a diverse array of technologies leveraging various principles to separate or purify substances from gases or liquids. One prominent technique involves activated carbon, where porous carbon materials attract and retain molecules on their surfaces through Van der Waals forces or chemical interactions. This method finds wide application in water purification, air filtration, and even medical treatments due to its high surface area and versatile adsorptive properties. Zeolites, crystalline alum inosilicates with well-defined pore structures, offer another effective adsorption technology. These minerals selectively trap molecules based on size and shape, making them valuable in catalysis, gas separation, and detergent formulations. Similarly, molecular sieves exploit intricate pore networks to sieve out unwanted substances from liquids or gases, crucial in industries ranging from petrochemicals to pharmaceuticals. Polymeric adsorbents, synthesized for specific molecular affinities, contribute significantly to environmental remediation and chemical processing (Table 5). 99
Technologies employed in adsorption Method. 100
Technology | Typical applications | Advantages | Disadvantages |
---|---|---|---|
Fixed-bed adsorption | Water purification, gas separation, air pollution control | Simple design, high capacity | High-pressure drop requires regeneration |
Fluidized-bed adsorption | Gas chromatography, protein purification | Efficient mass transfer, continuous operation | More complex design, potential for particle attrition |
Pressure swing adsorption (PSA) | Oxygen production from air, hydrogen purification | High-purity product, energy efficient | Requires multiple columns, cycling operation |
Temperature swing adsorption (TSA) | Air separation (nitrogen production), VOC removal | High selectivity, good for heat-sensitive materials | Higher energy consumption compared to PSA |
Membrane adsorption | Biomolecule purification, wastewater treatment | High selectivity, continuous operation | Developing technology at, a higher cost compared to traditional methods |
Chromatography | Drug discovery, protein analysis | High-resolution, versatile technique | A time-consuming process, with limited capacity for large-scale applications |
Molecular sieving | Desiccant drying, natural gas processing | High selectivity, excellent for size-based separation | Limited capacity for some applications |
These materials are tailored to adsorb pollutants like heavy metals or dyes from wastewater, showcasing their utility in sustainable practices. Additionally, advancements in nanotechnology have introduced engineered nanoparticles that enhance adsorption capacities and selectivity, revolutionizing fields such as drug delivery and environmental monitoring. Overall, the diverse technologies employed in adsorption underscore its broad applicability across industries, continually evolving through innovations in material science, chemistry, and engineering. As demands for cleaner processes and resource efficiency grow, ongoing research promises further advancements in adsorption methodologies, driving sustainable solutions and technological breakthroughs. 101
4.3 Impact of operational parameters in adsorption method
The effectiveness of adsorption methods heavily depends on several operational parameters that influence the efficiency and performance of the process. Parameters such as temperature, pressure, contact time, and the concentration of the adsorbate in the feed stream play critical roles in determining the adsorption capacity and kinetics. Temperature affects adsorption by altering the affinity between the adsorbent and adsorbate, typically increasing adsorption capacity at lower temperatures for physical adsorption but potentially impacting chemical adsorption differently. 102 Pressure influences gas adsorption by changing the gas density and the distribution of molecules on the adsorbent surface. Contact time, or residence time, dictates how long the adsorbate remains in contact with the adsorbent, crucial for achieving equilibrium adsorption. Furthermore, the adsorption process’s efficiency and the adsorbent’s saturation capacity are affected by the ad sorbate’s initial concentration in the feed stream. Optimizing these operational parameters is essential for maximizing adsorption efficiency, reducing energy consumption, and ensuring the economic viability of adsorption-based technologies across various applications. 103 , 104
Table 6 summarizes key operational parameters and their impacts on the efficiency of the adsorption method using activated carbon to remove lead ions from water. Initial metal concentration affects efficiency negatively as it increases, due to reduced availability of adsorbent per metal ion. The optimal pH for lead removal is around 6.5, where surface charge interactions are most favourable. Increasing adsorbent dosage enhances efficiency by providing more attachment surface, with 2 g per litre being effective here. Contact time up to 45 min improves removal efficiency by allowing sufficient interaction between metal ions and the adsorbent. Temperature impacts efficiency variably but is generally efficient at 25 °C. The absence of other contaminants optimizes efficiency by preventing competition for adsorption sites. Lead ions specifically exhibit varying affinities for different adsorbents, where activated carbon shows effective removal due to its surface area and pore size characteristics. 105
Operational parameters and impacts in adsorption method. 106
Parameter | Units | Impact on removal efficiency | Value |
---|---|---|---|
Initial metal concentration | mg/L | Decreases with increasing concentration. Less adsorbent is available per metal ion at higher concentrations. | 20 mg/L |
pH | – | Varies depending on the metal and adsorbent. Generally, optimal removal occurs at a specific pH range due to surface charge interactions. | pH 6.5 (for this example) |
Adsorbent dosage | g/L | Increases with increasing dosage. More adsorbent provides more surface area for metal ion attachment. | 2 g |
Contact time | min | Increases up to a point, then plateaus. More time allows for greater metal ion diffusion and interaction with the adsorbent. | 45 min |
Temperature | °C | Varies depending on the metal and adsorbent. Generally, the increased temperature can increase removal efficiency, but may also be energetically unfavourable. | 25 °C (room temperature, efficient for this example) |
Presence of other contaminants | – | May decrease removal efficiency. Other ions can compete for adsorption sites on the adsorbent. | Not present (ideal scenario for this test) |
Metal ion type | – | Different metals have varying affinities for the adsorbent. | Lead (Pb) |
Adsorbent type | – | Different adsorbents have different properties affecting removal efficiency (e.g., surface area, pore size). | Activated carbon |
5 Effective removal of heavy metals by advanced adsorbents
The presence of heavy metals in water and soil has become a significant concern in recent years, as they can pose serious threats to human health and the environment. Heavy metals such as lead, mercury, chromium, and arsenic are highly toxic and can cause a range of adverse health effects, including neurological damage, kidney damage, and even cancer. Furthermore, these metals can also contaminate soil and water bodies, affecting ecosystems and disrupting the food chain. Traditional methods for removing heavy metals from contaminated media have limitations, including high costs, low efficiency, and generation of secondary pollutants. For example, chemical precipitation and coagulation can be effective but often require large amounts of chemicals and generate sludge that requires further treatment. Ion exchange resins can be effective but may not be suitable for large-scale applications due to their limited capacity and regeneration requirements (Table 7). 100
Advanced adsorbents for removal of heavy metals. 107
Adsorbent | Maximum removal efficiency (%) | Advantages | Disadvantages |
---|---|---|---|
Functionalized metal-organic frameworks (MOFs) | >95 | Highly selective, large surface area, tunable properties | Can be expensive to synthesize, and regeneration methods are still under development |
Magnetic ion-impregnated biochar | 80–90 | Easy separation after treatment due to magnetism, eco-friendly, reusable | Lower removal efficiency compared to some MOFs |
Chitosan-based nanomaterials | 70–80 | Abundant natural resource, good biocompatibility | May require complex preparation methods |
Layered double hydroxides (LDHs) | 60–85 | High anion exchange capacity, good stability | Lower surface area compared to some MOFs |
Plasma-treated graphene oxide | >90 | Excellent adsorption capacity, fast adsorption kinetics | Can be challenging to disperse uniformly in water |
Several types of advanced adsorbents have been developed for heavy metal removal, including activated carbons, zeolites, silica-based materials, and polymer-based materials. These materials have shown excellent removal efficiency and selectivity for various heavy metals in different matrices. For example, activated carbon has been shown to remove lead and mercury from water with high efficiency, while zeolites have been used to remove chromium and arsenic from soil. 102 Advanced adsorbents also face challenges in terms of scalability, regeneration requirements, and cost-effectiveness. Further research is needed to develop cost-effective and sustainable adsorbent materials that can be used for large-scale applications. Additionally, there is a need to understand the mechanisms of heavy metal removal by advanced adsorbents and to develop methods for optimizing their performance. 103 , 104
5.1 Conventional adsorbents for heavy metal removal
Conventional adsorbents have been widely used for heavy metal removal from contaminated media, including water, soil, and wastewater. These materials are typically low-cost, abundant, and well-established, making them a popular choice for heavy metal remediation. For the removal of heavy metals, one of the most often employed traditional adsorbents is activated carbon. It is created by heating carbon-rich materials, like bamboo or coconut shells, to high temperatures to enhance their porosity and surface area. Through a process known as physisorption, activated carbon has been proven to successfully remove a wide spectrum of heavy metals, including lead, mercury, and chromium. This process involves weak physical interactions between the heavy metal ions and the activated carbon surface. Zeolites are another type of conventional adsorbent that has been utilized for heavy metal removal. Zeolites are natural or synthetic minerals with a crystalline structure that contains cavities and channels. These structures allow zeolites to selectively bind to heavy metal ions through ion exchange reactions. Zeolites are effective in removing heavy metals such as chromium, arsenic, and lead from contaminated water and soil. 106
5.2 Low-cost adsorbents for heavy metal removal
Low-cost adsorbents have gained significant attention in recent years as a potential solution for heavy metal removal from polluted media. These materials are designed to be inexpensive, abundant, and easy to produce, making them an attractive alternative to traditional adsorbents. Agricultural waste products, such as rice husk, coconut shell, and banana peel, have been explored as low-cost adsorbents for heavy metal removal. Bamboo-based materials are another type of low-cost adsorbent that have been explored for heavy metal removal. Bamboo is an abundant and renewable resource that can be easily converted into activated carbon or other forms of adsorbent materials. Bamboo-based adsorbents are effective at removing heavy metals such as arsenic, chromium, and lead from polluted water and soil. 108
5.3 Emerging adsorbent materials for heavy metal removal
Emerging adsorbent materials are being developed and explored for heavy metal removal due to their potential to overcome the limitations of traditional adsorbents. These materials are often designed with specific functional groups, surface modifications, and structural arrangements that enhance their adsorption capacity, selectivity, and reusability. One such emerging class of adsorbent materials is graphene-based materials. Graphene, a 2D material composed of carbon atoms, has been shown to exhibit exceptional adsorption properties due to its high surface area, porosity, and electrical conductivity. Graphene-based adsorbents are effective at removing heavy metals such as lead, mercury, and chromium from polluted water and soil. Another emerging class of adsorbent materials is MOFs. Metal ions or clusters connected by organic molecules provide the basis of MOFs, which are porous materials. They offer a high surface area, tunable pore size, and adjustable chemical functionality, making them highly effective at adsorbing heavy metals. MOFs have demonstrated a high degree of efficiency and selectivity in the removal of heavy metals, including copper, zinc, and cadmium, from contaminated soil and water. 109 Bio sorbents are another type of emerging adsorbent material that has gained attention in recent years. Bio sorbents are derived from biological sources such as bacteria, fungi, or plants and are often modified to enhance their adsorption properties. For example, bio sorbents derived from Sargassum seaweed are effective at removing heavy metals such as lead and cadmium from contaminated water. 110
6 State of art of survey
The state-of-the-art survey explores current methodologies for removing heavy metals from various matrices. Techniques ranging from chemical precipitation and ion exchange to adsorption and membrane filtration are critically analysed for their efficiency, cost-effectiveness, and environmental impact. Emphasis is placed on recent advancements in materials science and engineering, including nanotechnology and bioremediation strategies. This survey aims to provide a comprehensive overview of existing technologies and their applicability in addressing contemporary challenges in heavy metal remediation (Table 8).
Comparative analysis of heavy metal removal techniques.
83 |
![]() |
Addressing soil heavy metal contamination and its hazardous effects is crucial, particularly without impacting food security. Phytoremediation offers a promising solution, utilizing metal-binding proteins and plant-microbe interactions to enhance metal accumulation and removal efficiency. This method leverages the natural abilities of certain plants to absorb and concentrate metals from the soil, aided by microbial partners that facilitate metal uptake and stabilization. Despite its potential, challenges remain in effectively removing heavy metals while ensuring the safety and productivity of agricultural land, emphasizing the need for continued research and optimization of phytoremediation techniques. | |
![]() |
|
Identifying alternative water sources involves employing sustainable treatment processes, such as nano filtration membrane technology integrated with nanoparticles. This approach offers enhanced selectivity, resistance to fouling, and improved overall efficiency in water purification systems. However, its effectiveness depends significantly on operational variables such as pH levels and temperature conditions. By harnessing nanotechnology within membrane filtration, water treatment processes can achieve greater reliability and environmental sustainability, crucial for meeting future water supply challenges. | |
111 |
![]() |
Silica-supported iron oxide nanocomposites, synthesized through a green approach, are employed for removing heavy metal ions from water. The process involves thorough characterization using XRD, SEM, FTIR, and evaluation of zeta potential. Batch adsorption experiments demonstrate significant effectiveness in adsorbing Pb2+, Cd2+, Ni2+, Cu2+, and Zn2+ ions, with adsorption behaviour conforming to the Langmuir isotherm and pseudo second-order kinetics. Optimal adsorption requires specific pH conditions, ensuring efficient removal of contaminants from water. This method showcases a promising approach for environmental remediation, highlighting the potential of biosynthesized nanocomposites in sustainable water purification technologies. | |
26 |
![]() |
Jackfruit seed waste (JSW) biochar, thermally activated, demonstrates efficient batch adsorption capability for heavy metal ions from water at pH 7. Notably, it exhibits substantial uptake capacities: Fe(III) at 76.4 mg/g, Pb(II) at 79.4 mg/g, Cu(II) at 97.9 mg/g, Cd(II) at 79.9 mg/g, and Mn(VII) at 79.8 mg/g. Further optimization of the process is crucial to enhance the removal efficiency of these heavy metals under neutral pH conditions, promising a sustainable approach to bioremediation through repurposing agricultural waste. | |
112 |
![]() |
Pineapple leaves, often discarded post-harvest, present an opportunity for value-added products like cellulose fibre. This study focused on extracting and modifying cellulose from these leaves into Cell-EDTA and Cell-CM variants, enhanced with EDTA and carboxymethyl groups. Adsorption kinetics varied with Cell-CM following a pseudo-first-order model and Cell-EDTA a pseudo-second-order model, both conforming to the Langmuir adsorption isotherm. Regenerability tests with 1 M HCl favoured Cell-EDTA’s performance over Cell-CM, highlighting their potential in metal ion removal from wastewater. |
7 Summary
The review comprehensively explores the application of adsorption techniques for removing heavy metals from industrial wastewater. Highlighting the significance of this method in environmental remediation, it discusses various adsorbents and their effectiveness in capturing metals like lead, cadmium, and chromium. The study emphasizes factors influencing adsorption efficiency, including pH, temperature, and adsorbent dosage. It reviews recent advancements in adsorption technology, such as modified adsorbents and hybrid materials, which enhance metal ion removal rates. Furthermore, the review underscores the importance of optimizing operational parameters to achieve higher adsorption capacities and cost-effectiveness in wastewater treatment processes. Overall, it provides a valuable overview of current trends and challenges in the field, offering insights into improving the efficacy of heavy metal removal from industrial effluents through adsorption methods.
-
Research ethics: Not applicable.
-
Informed consent: Not applicable.
-
Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
-
Use of Large Language Models, AI and Machine Learning Tools: None declared.
-
Conflict of interest: The authors state no conflict of interest.
-
Research funding: None declared.
-
Data availability: Not applicable.
References
1. Sharma, J. K.; Kumar, N.; Singh, N. P.; Santal, A. R. Phytoremediation Technologies and Their Mechanism for Removal of Heavy Metal from Contaminated Soil: An Approach for a Sustainable Environment. Front. Plant Sci. 2023, 14, 1076876; https://doi.org/10.3389/fpls.2023.1076876.Search in Google Scholar PubMed PubMed Central
2. Chandra, R.; Kumari, S. Impact of Different Water Management Options on Groundwater Draft, Energy Consumption and Carbon Emission in Different Districts of Bihar. Indian J. Ecol. 2023, 50 (1), 221–229; https://doi.org/10.55362/IJE/2023/3882.Search in Google Scholar
3. Lemessa, F.; Simane, B.; Seyoum, A.; Gebresenbet, G. Assessment of the Impact of Industrial Wastewater on the Water Quality of Rivers Around the Bole Lemi Industrial Park (BLIP), Ethiopia. Sustainability 2023, 15 (5), 4290; https://doi.org/10.3390/su15054290.Search in Google Scholar
4. El Mouden, A.; El Messaoudi, N.; El Guerraf, A.; Bouich, A.; Mehmeti, V.; Lacherai, A.; Jada, A.; Sher, F. Multifunctional Cobalt Oxide Nanocomposites for Efficient Removal of Heavy Metals from Aqueous Solutions. Chemosphere 2023, 317, 137922; https://doi.org/10.1016/j.chemosphere.2023.137922.Search in Google Scholar PubMed
5. Abo-Alkasem, M. , I.; Hassan, N. H.; Abo Elsoud, M. Microbial Bioremediation as a Tool for the Removal of Heavy Metals. Bull. Natl. Res. Cent. 2023, 47 (1), 31; https://doi.org/10.1186/s42269-023-01006-z.Search in Google Scholar
6. Ugwu, D. I.; Conradie, J. The Use of Bidentate Ligands for Heavy Metal Removal from Contaminated Water. Environ. Adv. 2023, 100460; https://doi.org/10.1016/j.envadv.2023.100460.Search in Google Scholar
7. Garg, R.; Khan, M. A.; Bansal, M.; Garg, V. K. Utilization of Biosynthesized Silica-Supported Iron Oxide Nanocomposites for the Adsorptive Removal of Heavy Metal Ions from Aqueous Solutions. Environ. Sci. Pollut. Control Ser. 2023, 30 (34), 81319–81332; https://doi.org/10.1007/s11356-022-21111-2.Search in Google Scholar PubMed
8. Mohan, B.; Kamboj, A.; Virender; Singh, K.; Priyanka; Singh, G.; Pombeiro, A. J.; Ren, P. Metal-organic Frameworks (MOFs) Materials for Pesticides, Heavy Metals, and Drugs Removal: Environmental Safety. Separ. Purif. Technol. 2023, 310, 123175; https://doi.org/10.1016/j.seppur.2023.123175.Search in Google Scholar
9. Chandra, R.; Singh, P. K. Growth, Yield and Water Use Efficiency Response of Greenhouse Grown Capsicum under Deficit and PRD Method of Irrigation. J. Agric. Eng. 2017, 54 (1), 21–26; https://doi.org/10.52151/jae2017541.1617.Search in Google Scholar
10. Yusuf, F.; Yakasai, H. M.; Usman, S.; Muhammad, J. B.; Yaú, M.; Jagaba, A. H.; Shukor, M. Y. Dyes-decolorizing Potential of Fungi Strain BUK_BCH_BTE1 Locally Isolated from Textile Industry Effluents: Characterization and LC-MS Analysis of the Metabolites. Case Stud. Chem. Environ. Eng. 2023, 8, 100453; https://doi.org/10.1016/j.cscee.2023.100453.Search in Google Scholar
11. Pohl, A. Removal of Heavy Metal Ions from Water and Wastewaters by Sulfur-Containing Precipitation Agents. Water, Air, Soil Pollut. 2020, 231 (10), 503; https://doi.org/10.1007/s11270-020-04863-w.Search in Google Scholar
12. Khadem, M.; Husni Ibrahim, A.; Mokashi, I.; Hasan Fahmi, A.; Noeman Taqui, S.; Mohanavel, V.; Hossain, N.; Baba Koki, I.; Elfasakhany, A.; Dhaif-Allah, M. A. H.; Soudagar, M. E. M.; Syed, A. A. Removal of Heavy Metals from Wastewater Using Low-Cost Biochar Prepared from Jackfruit Seed Waste. Biomass Convers. Biorefin. 2023, 13 (16), 14447–14456; https://doi.org/10.1007/s13399-022-02748-y.Search in Google Scholar
13. Abd Ali, G.; Mohamed Salih, N. Q.; Faroun, G. A.; Al-Hamadani, R. F. C. Adsorption Technique for the Removal of Heavy Metals from Wastewater Using Low-Cost Natural Adsorbent. IOP Conf. Ser. Earth Environ. Sci. 2023, 1129, 1; https://doi.org/10.1088/1755-1315/1129/1/012012.Search in Google Scholar
14. Jaman, U. B. Legal Analysis of the Impact of Industrial Development on the Environment. Easta J. Law Hum. Rights 2023, 1 (03), 87–92; https://doi.org/10.58812/eslhr.v1i03.84.Search in Google Scholar
15. Aziz, E.; Abdeljabbar, R.; Chaib, Y.; Aouane, M. Evaluation of the Physico-Chemical Parameters of Hospital Liquid Effluents and Study of Their Environmental Impact—Case of Moroccan Hospitals. Int. J. Chem. Biochem. Sci. 2023, 23 (3), 331–340.Search in Google Scholar
16. Mahjoob, A.; Alfadhli, Y.; Omachonu, V. Healthcare Waste and Sustainability: Implications for a Circular Economy. Sustainability 2023, 15 (10), 7788; https://doi.org/10.3390/su15107788.Search in Google Scholar
17. Vishwakarma, A.; Dangayach, G. S.; Meena, M. L.; Gupta, S.; Joshi, D.; Jagtap, S. Can Circular Healthcare Economy Be Achieved Through Implementation of Sustainable Healthcare Supply Chain Practices? Empirical Evidence from Indian Healthcare Sector. J. Global Oper.Strat. Sourc. 2024, 17 (2), 230–246; https://doi.org/10.1108/jgoss-07-2022-0084.Search in Google Scholar
18. de Campos, E. A. R.; de Paula, I. C.; Caten, C. S. T.; Tsagarakis, K. P.; Ribeiro, J. L. D. Logistics Performance: Critical Factors in the Implementation of End-Of-Life Management Practices in the Pharmaceutical Care Process. Environ. Sci. Pollut. Control Ser. 2023, 30 (11), 29206–29228; https://doi.org/10.1007/s11356-022-24035-z.Search in Google Scholar PubMed PubMed Central
19. Vasanth, K.; Muthupandi, K.; Naganandhini, V.; Kumar, M.; Krishnan, A.; Pattola, H.; Radhakrishnan, K. Effect of J-Hook Shapes on Catch Rate, Efficiency, and Hooking Position of Needlefish: Evidence from Palk Bay, India. J. Coast Res. 2023, 39 (5), 933–939; https://doi.org/10.2112/jcoastres-d-22-00097.1.Search in Google Scholar
20. Onukogu, O. A.; Onyebuchi, C. N.; Scott, T. O.; Babawarun, T.; Neye-Akogo, C.; Olagunju, O. A.; Uzougbo, C. G. Impacts of Industrial Wastewater Effluent on Ekerekana Creek and Policy Recommendations for Mitigation. J. Eng. Exact Sci. 2023, 9 (4), 15890–01e; https://doi.org/10.18540/jcecvl9iss4pp15890-01e.Search in Google Scholar
21. Bentahar, O.; Benzidia, S.; Bourlakis, M. A Green Supply Chain Taxonomy in Healthcare: Critical Factors for a Proactive Approach. Int. J. Logist. Manag. 2023, 34 (1), 60–83; https://doi.org/10.1108/ijlm-04-2021-0240.Search in Google Scholar
22. Su, Z.; Wen, D.; Gu, A. Z.; Zheng, Y.; Tang, Y.; Chen, L. Industrial Effluents Boosted Antibiotic Resistome Risk in Coastal Environments. Environ. Int. 2023, 171, 107714; https://doi.org/10.1016/j.envint.2022.107714.Search in Google Scholar PubMed
23. Brocza, F. M.; Rafaj, P.; Sander, R.; Wagner, F.; Jones, J. M. Global Scenarios of Anthropogenic Mercury Emissions. Atmos. Chem. Phys. 2023, 24 (12), 7385–7404; https://doi.org/10.5194/acp-24-7385-2024.Search in Google Scholar
24. Ma, W.; de Jong, M.; Zisopoulos, F.; Hoppe, T. Introducing a Classification Framework to Urban Waste Policy: Analysis of Sixteen Zero-Waste Cities in China. Waste Manag. 2023, 165, 94–107; https://doi.org/10.1016/j.wasman.2023.04.012.Search in Google Scholar PubMed
25. Neolaka, Y. A.; Riwu, A. A.; Aigbe, U. O.; Ukhurebor, K. E.; Onyancha, R. B.; Darmokoesoemo, H.; Kusuma, H. S. Potential of Activated Carbon from Various Sources as a Low-Cost Adsorbent to Remove Heavy Metals and Synthetic Dyes. Results Chem. 2023, 5, 100711; https://doi.org/10.1016/j.rechem.2022.100711.Search in Google Scholar
26. Khadem, M.; Husni Ibrahim, A.; Mokashi, I.; Hasan Fahmi, A.; Noeman Taqui, S.; Mohanavel, V.; Hossain, N.; Baba Koki, I.; Elfasakhany, A.; Dhaif-Allah, M. A.; Soudagar, M. E. M.; Syed, A. A. Removal of Heavy Metals from Wastewater Using Low-Cost Biochar Prepared from Jackfruit Seed Waste. Biomass Convers. Biorefin. 2023, 13 (16), 14447–14456; https://doi.org/10.1007/s13399-022-02748-y.Search in Google Scholar
27. Velarde, L.; Nikjoo, D.; Escalera, E.; Akhtar, F. Bolivian Natural Zeolite as a Low-Cost Adsorbent for the Adsorption of Cadmium: Isotherms and Kinetics. Heliyon 2024, 10 (1); https://doi.org/10.1016/j.heliyon.2024.e24006.Search in Google Scholar PubMed PubMed Central
28. Annane, K.; Lemlikchi, W.; Tingry, S. Efficiency of Eggshell as a Low-Cost Adsorbent for Removal of Cadmium: Kinetic and Isotherm Studies. Biomass Convers. Biorefin. 2023, 13 (7), 6163–6174; https://doi.org/10.1007/s13399-021-01619-2.Search in Google Scholar
29. Liang, X.; Su, Y.; Wang, X.; Liang, C.; Tang, C.; Wei, J.; Liu, K.; Ma, J.; Yu, F.; Li, Y. Insights into the Heavy Metal Adsorption and Immobilization Mechanisms of Cafe-Layered Double Hydroxide Corn Straw Biochar: Synthesis and Application in a Combined Heavy Metal-Contaminated Environment. Chemosphere 2023, 313, 137467; https://doi.org/10.1016/j.chemosphere.2022.137467.Search in Google Scholar PubMed
30. Zhang, H.; Gao, S.; Cao, X.; Lin, J.; Feng, J.; Wang, H.; Pan, H.; Yang, Q.; Lou, Y.; Zhuge, Y. Cd Removal from Aqueous Solutions Using a New Modified Zeolite Adsorbent. Minerals 2023, 13 (2), 197; https://doi.org/10.3390/min13020197.Search in Google Scholar
31. Alprol, A. E. The Use of Adsorption Technology in the Removal of Dyes and Heavy Metals from Aqueous Solution by Agricultural Wastes. Blue Econ. 2024, 2 (1), 1; https://doi.org/10.57241/2805-2994.1015.Search in Google Scholar
32. Olga, S.; Milena, R.; Stanislav, S.; Martina, D.; Katerina, D.; Jiri, B.; Frantisek, K. Removal of Heavy Metals from Industrial Brownfields by Hydrolysate from Waste Chicken Feathers in Intention of Circular Bio Economy. Environ. Adv. 2024, 16, 100521; https://doi.org/10.1016/j.envadv.2024.100521.Search in Google Scholar
33. Hossain, M. S.; Hossain, M. M.; Khatun, M. K.; Hossain, K. R. Hydrogel-Based Superabsorbents for Efficient Removal of Heavy Metals in Industrial Wastewater Treatment and Environmental Conservation. Environ. Funct. Mater. 2024; https://doi.org/10.1016/j.efmat.2024.01.001.Search in Google Scholar
34. Rahman, O.; Rahman, M. M.; Maniruzzaman, M. Removal of Dye and Heavy Metals from Industrial Wastewater by Activated Charcoal-Banana Rachis Cellulose Nanocrystal Composites Filter. Int. J. Environ. Anal. Chem. 2024, 104 (7), 1478–1496; https://doi.org/10.1080/03067319.2022.2039647.Search in Google Scholar
35. Ahmed, R. S.; Abuarab, M. E.; Baiomy, M. A.; Ibrahim, M. M. Heavy Metals Removal from Industrial Wastewater Using Bio-Adsorbent Materials Based on Agricultural Solid Wastes through Batch and Continuous Flow Mechanisms. J. Water Process Eng. 2024, 57, 104665; https://doi.org/10.1016/j.jwpe.2023.104665.Search in Google Scholar
36. Sheraz, N.; Shah, A.; Haleem, A.; Iftikhar, F. J. Comprehensive Assessment of Carbon-Biomaterial-And Inorganic-Based Adsorbents for the Removal of the Most Hazardous Heavy Metal Ions from Wastewater. RSC Adv. 2024, 14 (16), 11284–11310; https://doi.org/10.1039/d4ra00976b.Search in Google Scholar PubMed PubMed Central
37. Pereira, L.; Castillo, V.; Calero, M.; Blázquez, G.; Solís, R. R.; Martín-Lara, M. Á. Conversion of Char from Pyrolysis of Plastic Wastes into Alternative Activated Carbons for Heavy Metal Removal. Environ. Res. 2024, 250, 118558; https://doi.org/10.1016/j.envres.2024.118558.Search in Google Scholar PubMed
38. Asranov, H. K.; Abdusalomov, M. B.; Sh, T. H. Automation of Quality Control at Oil Factories (Improvement of Oil Quality). Texas J. Eng. Technol. 2023, 20, 75–78.Search in Google Scholar
39. Mahmoud, A.E. D.; Mostafa, E. Nanofiltration Membranes for the Removal of Heavy Metals from Aqueous Solutions: Preparations and Applications. Membranes 2023, 13 (9), 789; https://doi.org/10.3390/membranes13090789.Search in Google Scholar PubMed PubMed Central
40. Naeem, A.; Masood, N.; Saeed, T.; Ahmad, B.; Farooq, M.; Malik, T.; Jamil, G. E. R. Adsorptive Removal of Heavy Metal Ions from Model Aqueous Media Using Titanium Metal-Organic Framework and its Polyvinyl Chloride Functionalized Composite. Desalination Water Treat. 2024, 317, 100228; https://doi.org/10.1016/j.dwt.2024.100228.Search in Google Scholar
41. Yimer, M.; Ansari, S. N.; Berehe, B. A.; Gudimella, K. K.; Gedda, G.; Girma, W. M.; Hasan, N.; Tasneem, S. Adsorptive Removal of Heavy Metals from Wastewater Using Cobalt-Diphenylamine (Co-DPA) Complex. BMC Chem. 2024, 18 (1), 23; https://doi.org/10.1186/s13065-024-01128-z.Search in Google Scholar PubMed PubMed Central
42. Xu, L.; Zou, Z.; Liu, L.; Xiao, G. Influence of Emission-Control Areas on the Eco-Shipbuilding Industry: A Perspective of the Synthetic Control Method. J. Mar. Sci. Eng. 2024, 12 (1), 149; https://doi.org/10.3390/jmse12010149.Search in Google Scholar
43. Jasim, A. Q.; Ajjam, S. K. Removal of Heavy Metal Ions from Wastewater Using Ion Exchange Resin in a Batch Process with Kinetic Isotherm. S. Afr. J. Chem. Eng. 2024, 49, 43–54; https://doi.org/10.1016/j.sajce.2024.04.002.Search in Google Scholar
44. Chyad, T. F.; Al-Hamadani, R. F. C.; Hammood, Z. A.; Abd Ali, G. Removal of Zinc (II) Ions from Industrial Wastewater by Adsorption on to Activated Carbon Produced from Pine Cone. Mater. Today Proc. 2023, 80, 2706–2711.10.1016/j.matpr.2021.07.016Search in Google Scholar
45. Zaimee, M. Z. A.; Sarjadi, M. S.; Rahman, M. L. Heavy Metals Removal from Water by Efficient Adsorbents. Water 2021, 13 (19), 2659; https://doi.org/10.3390/w13192659.Search in Google Scholar
46. Balíková, K.; Farkas, B.; Matúš, P.; Urík, M. Prospects of Biogenic Xanthan and Gellan in Removal of Heavy Metals from Contaminated Waters. Polymers 2022, 14 (23), 5326; https://doi.org/10.3390/polym14235326.Search in Google Scholar PubMed PubMed Central
47. Aneke, F.; Adu, J. Adsorption of Heavy Metals from Contaminated Water Using Leachate Modular Tower. Civil Eng. J. 2023, 9 (6), 1522–1541; https://doi.org/10.28991/cej-2023-09-06-017.Search in Google Scholar
48. Ghasemi, H.; Afshang, M.; Gilvari, T.; Aghabarari, B.; Mozaffari, S. Rapid and Effective Removal of Heavy Metal Ions from Aqueous Solution Using Nanostructured Clay Particles. Results Surfaces Interfac. 2023, 10, 100097; https://doi.org/10.1016/j.rsurfi.2023.100097.Search in Google Scholar
49. Mathew, J. T.; Adetunji, C. O.; Inobeme, A.; Monday, M.; Azeh, Y.; Otori, A. A.; Shaba, E. Y.; Mamman, A.; Ezekiel, T. Removal of Heavy Metals Using Bio-Remedial Techniques. In Modern Approaches in Waste Bioremediation: Environmental Microbiology; Springer International Publishing: Cham, 2023; pp 117–130.10.1007/978-3-031-24086-7_6Search in Google Scholar
50. Chugh, M.; Kumar, L.; Shah, M. P.; Bharadvaja, N. Algal Bioremediation of Heavy Metals: An Insight into Removal Mechanisms, Recovery of By-Products, Challenges, and Future Opportunities. Energy Nexus 2022, 7, 100129; https://doi.org/10.1016/j.nexus.2022.100129.Search in Google Scholar
51. Lacalamita, D.; Hoyez, G.; Mongioví, C.; Ponchel, A.; Morin-Crini, N.; Rousseau, C.; Loup, C.; Rousseau, J.; Raschetti, M.; Monflier, E.; Placet, V.; Crini, G. Efficient Removal of Fluoride Ions Presents in Industrial Effluents Using Metal-Organic Frameworks of UiO-66-NH2. J. Water Process Eng. 2023, 53, 103791; https://doi.org/10.1016/j.jwpe.2023.103791.Search in Google Scholar
52. Shamsan, A.; Fouad, M.; Yacoob, W. A. R. M.; Abdul-Malik, M.; Abdel-Raheem, S. Performance of a Variety of Treatment Processes to Purify Wastewater in the Food Industry. Curr. Chem. Lett. 2023, 12 (2), 431–438; https://doi.org/10.5267/j.ccl.2022.11.003.Search in Google Scholar
53. Manikandan, S. K.; Pallavi, P.; Shetty, K.; Bhattacharjee, D.; Giannakoudakis, D. A.; Katsoyiannis, I. A.; Nair, V. Effective Usage of Biochar and Microorganisms for the Removal of Heavy Metal Ions and Pesticides. Molecules 2023, 28 (2), 719; https://doi.org/10.3390/molecules28020719.Search in Google Scholar PubMed PubMed Central
54. Al‐Asheh, S.; Bagheri, M.; Ahmad, A. Removal of Heavy Metals from Industrial Wastewater Using Microbial Fuel Cell. Eng. Life Sci. 2022, 22 (8), 535–549; https://doi.org/10.1002/elsc.202200009.Search in Google Scholar PubMed PubMed Central
55. Huo, J.; Wang, Z.; Oberschelp, C.; Guillén-Gosálbez, G.; Hellweg, S. Net-zero Transition of the Global Chemical Industry with CO2-Feedstock by 2050: Feasible yet Challenging. Green Chem. 2023, 25 (1), 415–430; https://doi.org/10.1039/d2gc03047k.Search in Google Scholar PubMed PubMed Central
56. Kurniawan, T. A.; Lo, W. H.; Liang, X.; Goh, H. H.; Othman, M. H. D.; Chong, K. K.; Mohyuddin, A.; Kern, A. O.; Chew, K. W. Heavy Metal Removal from Aqueous Solutions Using Biomaterials And/or Functional Composites: Recent Advances and the Way Forward in Wastewater Treatment Using Digitalization. J. Compos. Sci. 2023, 7 (2), 84; https://doi.org/10.3390/jcs7020084.Search in Google Scholar
57. Avvari, V. D.; Sreekanth, P. R. Performance of Teflon-Reinforced Nafion Against Microbes and Removal of Heavy Metal Ions from Aqueous Environment. Results Eng. 2024, 22, 102253; https://doi.org/10.1016/j.rineng.2024.102253.Search in Google Scholar
58. Rohman, G. A. N.; Aziz, M. A.; Nawaz, A.; Elgzoly, M. A.; Hossain, M. M.; Razzak, S. A. High-performance Biochar from Chlorella Pyrenoidosa Algal Biomass for Heavy Metals Removal in Wastewater. Separ. Purif. Technol. 2024, 341, 126870; https://doi.org/10.1016/j.seppur.2024.126870.Search in Google Scholar
59. Alhamd, S. J.; Abbas, M. N.; Manteghian, M.; Ibrahim, T. A.; Jarmondi, K. D. S. Treatment of Oil Refinery Wastewater Polluted by Heavy Metal Ions via Adsorption Technique Using Non-valuable Media: Cadmium Ions and Buckthorn Leaves as a Study Case. Karbala Int. J. Mod. Sci. 2024, 10 (1), 1–18; https://doi.org/10.33640/2405-609x.3334.Search in Google Scholar
60. Malik, S. A.; Dar, B. A. Removal of Heavy Metal Ions (Fe2+, Mn2+, Cu2+ and Zn2+) on to Activated Carbon Prepared from Kashmiri Walnut Shell (Juglans Regia). Univ. J. Green Chem. 2024, 87–95; https://doi.org/10.37256/ujgc.2120244806.Search in Google Scholar
61. Chiu, J. C.; Gani, P. Soil Washing Methods for Effective Removal of Heavy Metal Contaminants. Ind. Domest. Waste Manag. 2024, 4 (1), 56–71; https://doi.org/10.53623/idwm.v4i1.444.Search in Google Scholar
62. Jimenez-Paz, J.; Lozada-Castro, J. J.; Lester, E.; Williams, O.; Stevens, L.; Barraza-Burgos, J. Solutions to Hazardous Wastes Issues in the Leather Industry: Adsorption of Chromium IIIii and VIi from Leather Industry Wastewaters Using Activated Carbons Produced from Leather Industry Solid Wastes. J. Environ. Chem. Eng. 2023, 11 (3), 109715; https://doi.org/10.1016/j.jece.2023.109715.Search in Google Scholar
63. Yue, Y.; Yu, Z.; Yue, X.; Zhou, W.; Wang, S.; Yang, Y.; Lao, Y.; Yang, M.; Du, C.; Wang, S. Activated Carbon Derived from Highland Barley Straw for Removing Heavy Metals and Organic Pollutants. Int. J. Low Carbon Technol. 2024, 19, 135–141; https://doi.org/10.1093/ijlct/ctad042.Search in Google Scholar
64. Faruok, I. U.; Mohammed, A. K.; Sani, M.; Datsugwai, S.; Nkemdilim, C. M.; Oladele, M. Bioremediation of Selected Heavy Metals from Industrial Influent Collected at Wupa Wastewater Treatment Plant. NJEAS 2024, 2 (1), 212–223.10.5455/NJEAS.193825Search in Google Scholar
65. Olupot, P. W.; Wakatuntu, J.; Turyasingura, M.; Jjagwe, J.; Menya, E.; Okure, M. Optimization of Heavy Metal Removal by Activated Carbon Obtained as a Co-product from Fast Pyrolysis of Rice Husks. Results Mater. 2024, 21, 100545; https://doi.org/10.1016/j.rinma.2024.100545.Search in Google Scholar
66. Liu, W.; Liu, Y.; Yuan, Z.; Lu, C. Recent Advances in the Detection and Removal of Heavy Metal Ions Using Functionalized Layered Double Hydroxides: a Review. Ind. Chem. Mater. 2024, 1 (1), 79–92; https://doi.org/10.1039/d2im00024e.Search in Google Scholar
67. Gout, E.; Lo, F. T.; Monnot, M.; Boutin, O.; Vanloot, P.; Claeys-Bruno, M.; Moulin, P. Coupling Membrane Processes with Wet Air Oxidation for the Remediation of Industrial Effluents. Chem. Eng. J. 2023, 472, 144937; https://doi.org/10.1016/j.cej.2023.144937.Search in Google Scholar
68. Hussain, A.; Madan, S.; Madan, R. Removal of Heavy Metals from Wastewater by Adsorption. In Heavy Metals—Their Environmental Impacts and Mitigation; IntechOpen: India, 2021.10.5772/intechopen.95841Search in Google Scholar
69. Tsegaye, D.; Leta, S. Evaluation of Biogas Production and Pollutant Removal Efficiency of Two-phase Anaerobic Digestion Treating Slaughterhouse Effluent. Biofuels 2023, 14 (9), 873–881; https://doi.org/10.1080/17597269.2023.2185728.Search in Google Scholar
70. Hussain, S. T.; Ali, S. A. K. Removal of Heavy Metal by Ion Exchange Using Bentonite Clay. J. Ecol. Eng. 2021, 22 (1), 104–111; https://doi.org/10.12911/22998993/128865.Search in Google Scholar
71. Ahmadijokani, F.; Tajahmadi, S.; Bahi, A.; Molavi, H.; Rezakazemi, M.; Ko, F.; Aminabhavi, T. M.; Arjmand, M. Ethylene Diamine-Functionalized Zr-Based MOF for Efficient Removal of Heavy Metal Ions from Water. Chemosphere 2021, 264, 128466; https://doi.org/10.1016/j.chemosphere.2020.128466.Search in Google Scholar PubMed
72. Dan, S.; Bagheri, H.; Shahidizadeh, A.; Hashemipour, H. Performance of Graphene Oxide/SiO2 Nanocomposite-Based: Antibacterial Activity, Dye and Heavy Metal Removal. Arab. J. Chem. 2023, 16 (2), 104450; https://doi.org/10.1016/j.arabjc.2022.104450.Search in Google Scholar
73. Staszak, K.; Regel-Rosocka, M. Removing Heavy Metals: Cutting-Edge Strategies and Advancements in Biosorption Technology. Materials 2024, 17 (5), 1155; https://doi.org/10.3390/ma17051155.Search in Google Scholar PubMed PubMed Central
74. Li, X.; Liu, T.; Han, X.; Li, Y.; Ma, X. Removal of Heavy Metals Lead and Ciprofloxacin from Farm Wastewater Using Peanut Shell Biochar. Environ. Technol. Innovat. 2023, 30, 103121; https://doi.org/10.1016/j.eti.2023.103121.Search in Google Scholar
75. Mao, M.; Yan, T.; Shen, J.; Zhang, J.; Zhang, D. Capacitive Removal of Heavy Metal Ions from Wastewater via an Electro-Adsorption and Electro-Reaction Coupling Process. Environ. Sci. Technol. 2021, 55 (5), 3333–3340; https://doi.org/10.1021/acs.est.0c07849.Search in Google Scholar PubMed
76. Singh, E.; Kumar, A.; Mishra, R.; You, S.; Singh, L.; Kumar, S.; Kumar, R. Pyrolysis of Waste Biomass and Plastics for Production of Biochar and its Use for Removal of Heavy Metals from Aqueous Solution. Bioresour. Technol. 2021, 320, 124278; https://doi.org/10.1016/j.biortech.2020.124278.Search in Google Scholar PubMed
77. Tarekegn, M. M.; Hiruy, A. M.; Ahmed, H. D. Nano Zero-Valent Iron (nZVI) Particles for the Removal of Heavy Metals (Cd2+, Cu2+ and Pb2+) from Aqueous Solutions. RSC Adv. 2021, 11 (30), 18539–18551; https://doi.org/10.1039/d1ra01427g.Search in Google Scholar PubMed PubMed Central
78. Chen, J.; Zhang, H.; Shahab, A.; Alrefaei, A. F.; Ge, S.; Sonne, C.; Mo, Z.; Huang, C. Efficient Removal of Heavy Metals Using 1, 3, 5-benzenetricarboxylic Acid-Modified Zirconium-Based Organic Frameworks. Environ. Technol. Innovat. 2024, 33, 103516; https://doi.org/10.1016/j.eti.2023.103516.Search in Google Scholar
79. Irshad, M. A.; Latif, M.; Nasim, I.; Nawaz, R.; Zahoor, A. F.; Al-Mutairi, A. A.; Al-Hussain, S. A.; Irfan, A.; Zaki, M. E. Efficient Chromium Removal from Leather Industrial Wastewater in Batch Experimental Study: Green Synthesis and Characterization of Zinc Oxide Nanoparticles Using Ficus Benghalensis Extracts. Ecotoxicol. Environ. Saf. 2024, 281, 116616; https://doi.org/10.1016/j.ecoenv.2024.116616.Search in Google Scholar PubMed
80. Kaleem, M.; Minhas, L. A.; Hashmi, M. Z.; Farooqi, H. M. U.; Waqar, R.; Kamal, K.; Aljaluod, R. S.; Alarjani, K. M.; Mumtaz, A. S. Biogenic Synthesis of Iron Oxide Nanoparticles and Experimental Modelling Studies on the Removal of Heavy Metals from Wastewater. J. Saudi Chem. Soc. 2024, 28 (1), 101777.10.1016/j.jscs.2023.101777Search in Google Scholar
81. Ofiera, L. M.; Bose, P.; Kazner, C. Removal of Heavy Metals and Bulk Organics Towards Application in Modified Constructed Wetlands Using Activated Carbon and Zeolites. Water 2024, 16 (3), 511; https://doi.org/10.3390/w16030511.Search in Google Scholar
82. Mazlan, N. A.; Lewis, A.; Butt, F. S.; Krishnamoorthi, R.; Chen, S.; Huang, Y. Bimetallic Reduced Graphene Oxide/Zeolitic Imidazolate Framework Hybrid Aerogels for Efficient Heavy Metals Removal. Front. Chem. Sci. Eng. 2024, 18 (8), 89; https://doi.org/10.1007/s11705-024-2442-0.Search in Google Scholar
83. El Mouden, A.; El Messaoudi, N.; El Guerraf, A.; Bouich, A.; Mehmeti, V.; Lacherai, A.; Jada, A.; Sher, F. Multifunctional Cobalt Oxide Nanocomposites for Efficient Removal of Heavy Metals from Aqueous Solutions. Chemosphere 2023, 317, 137922; https://doi.org/10.1016/j.chemosphere.2023.137922.Search in Google Scholar PubMed
84. Ibrahim, A. H.; Lyu, X.; El Deeb, A. B. Synthesized Zeolite Based on Egyptian Boiler Ash Residue and Kaolin for the Effective Removal of Heavy Metal Ions from Industrial Wastewater. Nanomaterials 2023, 13 (6), 1091; https://doi.org/10.3390/nano13061091.Search in Google Scholar PubMed PubMed Central
85. Chen, P.; Wang, Y.; Zhuang, X.; Liu, H.; Liu, G.; Lv, W. Selective Removal of Heavy Metals by Zr-Based MOFs in Wastewater: New Acid and Amino Functionalization Strategy. J. Environ. Sci. 2023, 124, 268–280; https://doi.org/10.1016/j.jes.2021.10.010.Search in Google Scholar PubMed
86. Cameselle, C.; Gouveia, S.; Cabo, A. Enhanced Electro Kinetic Remediation for the Removal of Heavy Metals from Contaminated Soils. Appl. Sci. 2021, 11 (4), 1799; https://doi.org/10.3390/app11041799.Search in Google Scholar
87. Poursaleh, M.; Sepehrianazar, A. 2-Acrylamide-2-Methyl Propane Sulfonic Acid Hydrogels; Preparation, Characterization, and Removal of Heavy Metals Pb2+ and Cu2+ from Wastewater. Iran. J. Chem. Chem. Eng. (Int. Engl. Ed.) 2024, 43 (2), 685–694; https://doi.org/10.30492/ijcce.2024.1989231.5859.Search in Google Scholar
88. Chaudhary, H.; Dinakaran, J.; Notup, T.; Vikram, K.; Rao, K. S. Comparison of Adsorption Performance of Biochar Derived from Urban Bio-Waste Materials for Removal of Heavy Metals. Environ. Manag. 2024, 73 (2), 408–424; https://doi.org/10.1007/s00267-023-01866-1.Search in Google Scholar PubMed
89. Rasilingwani, T. E.; Gumbo, J. R.; Masindi, V.; Foteinis, S. Removal of Congo Red Dye from Industrial Effluents Using Metal Oxide-Clay Nanocomposites: Insight into Adsorption and Precipitation Mechanisms. Water Resour. Ind. 2024, 31, 100253; https://doi.org/10.1016/j.wri.2024.100253.Search in Google Scholar
90. Saning, A.; Thanachayanont, C.; Suksai, L.; Watcharin, W.; Techasakul, S.; Chuenchom, L.; Dechtrirat, D. Green Magnetic Carbon/Alginate Biocomposite Beads from Iron Scrap Waste for Efficient Removal of Textile Dye and Heavy Metal. Int. J. Biol. Macromol. 2024, 261, 129765; https://doi.org/10.1016/j.ijbiomac.2024.129765.Search in Google Scholar PubMed
91. Abubakar, A. M.; Schieferstein, E.; Zakarya, I. A.; Coto, B.; Noisri, C.; Mobolaji, A. T.; Ahmad, H. Mathematical Models for Adsorption Capacity and Percent Removal of Heavy Metals from Water Using Stat-Ease 360. J. Mater. Eng. 2024, 2 (1), 1–19; https://doi.org/10.61552/jme.2024.01.001.Search in Google Scholar
92. Rostami, P.; Moradi, M. R.; Pordsari, M. A.; Ghaemi, A. Carboxylic Acid Functionalized Para-Xylene Based Hyper Cross-Linked Polymer as a Novel and High Performance Adsorbent for Heavy Metal Removal. Arab. J. Chem. 2024, 17 (4), 105634; https://doi.org/10.1016/j.arabjc.2024.105634.Search in Google Scholar
93. Khalfa, L.; Sdiri, A.; Bagane, M.; Cervera, M. L. A Calcined Clay Fixed Bed Adsorption Studies for the Removal of Heavy Metals from Aqueous Solutions. J. Clean. Prod. 2021, 278, 123935; https://doi.org/10.1016/j.jclepro.2020.123935.Search in Google Scholar
94. Kushwaha, P.; Agarwal, M. Utilization of Metal Industry Solid Waste as an Adsorbent for Adsorption of Anionic and Cationic Dyes from Aqueous Solution through the Batch and Continuous Study. Environ. Sci. Pollut. Control Ser. 2023, 30 (16), 46748–46765; https://doi.org/10.1007/s11356-023-25531-6.Search in Google Scholar PubMed
95. Parmakoğlu, E. Ü.; Çay, A.; Yanık, J. Valorization of Solid Wastes from Textile Industry as an Adsorbent Through Activated Carbon Production. AATCC J. Res. 2023, 10 (3), 133–143; https://doi.org/10.1177/24723444221147983.Search in Google Scholar
96. Jorge, A. M.; Athira, K. K.; Alves, M. B.; Gardas, R. L.; Pereira, J. F. Textile Dyes Effluents: A Current Scenario and the Use of Aqueous Biphasic Systems for the Recovery of Dyes. J. Water Process Eng. 2023, 55, 104125; https://doi.org/10.1016/j.jwpe.2023.104125.Search in Google Scholar
97. Runtti, H.; Luukkonen, T.; Tuomikoski, S.; Hu, T.; Lassi, U.; Kangas, T. Removal of Antimony from Model Solutions, Mine Effluent, and Textile Industry Wastewater with Mg-Rich Mineral Adsorbents. Environ. Sci. Pollut. Control Ser. 2023, 30 (6), 14139–14154; https://doi.org/10.1007/s11356-022-23076-8.Search in Google Scholar PubMed PubMed Central
98. Velmurugan, L.; Pandian, K. D. Recycling of Wet Grinding Industry Effluent Using Effective Microorganisms™(EM). Heliyon 2023, 9 (2); https://doi.org/10.1016/j.heliyon.2023.e13266.Search in Google Scholar PubMed PubMed Central
99. Madiwalar, A. F.; Dhillon, G. P. S.; Bhardwaj, A.; Abbas, G.; Banoo, R.; Singh, D. Growth and Carbon Storage Potential of Different Eucalyptus Clones Irrigated with Industrial Effluents. Biol. Forum Int. J. 2023, 15 (10), 1090–1096.Search in Google Scholar
100. Baby, R.; Hussein, M. Z.; Zainal, Z.; Abdullah, A. H. Preparation of Functionalized Palm Kernel Shell Bio-Adsorbent for the Treatment of Heavy Metal-Contaminated Water. J. Hazard. Mater. Adv. 2023, 10, 100253; https://doi.org/10.1016/j.hazadv.2023.100253.Search in Google Scholar
101. Rahman, A.; Haque, M. A.; Ghosh, S.; Shinu, P.; Attimarad, M.; Kobayashi, G. Modified Shrimp-Based Chitosan as an Emerging Adsorbent Removing Heavy Metals (Chromium, Nickel, Arsenic, and Cobalt) from Polluted Water. Sustainability 2023, 15 (3), 2431; https://doi.org/10.3390/su15032431.Search in Google Scholar
102. Hosseinkhani, O.; Hamzehlouy, A.; Dan, S.; Sanchouli, N.; Tavakkoli, M.; Hashemipour, H. Graphene oxide/ZnO Nanocomposites for Efficient Removal of Heavy Metal and Organic Contaminants from Water. Arab. J. Chem. 2023, 16 (10), 105176; https://doi.org/10.1016/j.arabjc.2023.105176.Search in Google Scholar
103. Ahmed, R. S.; Abuarab, M. E.; Ibrahim, M. M.; Baioumy, M.; Mokhtar, A. Assessment of Environmental and Toxicity Impacts and Potential Health Hazards of Heavy Metals Pollution of Agricultural Drainage Adjacent to Industrial Zones in Egypt. Chemosphere 2023, 318, 137872; https://doi.org/10.1016/j.chemosphere.2023.137872.Search in Google Scholar PubMed
104. Ahmed, H. M.; Sobhy, N. A.; Hefny, M. M.; Abdel-Haleem, F. M.; El-Khateeb, M. A. Evaluation of Agrowaste Species for Removal of Heavy Metals from Synthetic Wastewater. J. Environ. Public Health 2023, 2023 (1), 7419015; https://doi.org/10.1155/2023/7419015.Search in Google Scholar
105. Vasanth, K.; Muthupandi, K.; Naganandhini, V.; Kumar, M.; Krishnan, A.; Pattola, H.; Radhakrishnan, K. Effect of J-Hook Shapes on Catch Rate, Efficiency, and Hooking Position of Needlefish: Evidence from Palk Bay, India. J. Coastal Res. 2023, 39 (5), 933–939.10.2112/JCOASTRES-D-22-00097.1Search in Google Scholar
106. Yuan, J.; Wang, C.; Tang, Z.; Chu, T.; Zheng, C.; Han, Q.; Chen, H.; Tan, Y. Biochar Derived from Traditional Chinese Medicine Residues: An Efficient Adsorbent for Heavy Metal Pb (II). Arab. J. Chem. 2024, 17 (3), 105606; https://doi.org/10.1016/j.arabjc.2024.105606.Search in Google Scholar
107. Burachevskaya, M.; Minkina, T.; Bauer, T.; Lobzenko, I.; Fedorenko, A.; Mazarji, M.; Sushkova, S.; Mandzhieva, S.; Nazarenko, A.; Butova, V.; Wong, M. H.; Rajput, V. D. Fabrication of Biochar Derived from Different Types of Feedstocks as an Efficient Adsorbent for Soil Heavy Metal Removal. Sci. Rep. 2023, 13 (1), 2020; https://doi.org/10.1038/s41598-023-27638-9.Search in Google Scholar PubMed PubMed Central
108. Dehghani, M. H.; Afsari Sardari, S.; Afsharnia, M.; Qasemi, M.; Shams, M. Removal of Toxic Lead from Aqueous Solution Using a Low-Cost Adsorbent. Sci. Rep. 2023, 13 (1), 3278; https://doi.org/10.1038/s41598-023-29674-x.Search in Google Scholar PubMed PubMed Central
109. Tunioli, F.; Khaliha, S.; Mantovani, S.; Bianchi, A.; Kovtun, A.; Xia, Z.; Bafqi, M. S. S.; Okan, B. S.; Marforio, T. D.; Calvaresi, M.; Palermo, V.; Navacchia, M. L.; Melucci, M. Adsorption of Emerging Contaminants by Graphene-Related Materials and Their Alginate Composite Hydrogels. J. Environ. Chem. Eng. 2023, 11 (2), 109566; https://doi.org/10.1016/j.jece.2023.109566.Search in Google Scholar
110. Grimm, A.; dos Reis, G. S.; Dinh, V. M.; Larsson, S. H.; Mikkola, J. P.; Lima, E. C.; Xiong, S. Hardwood Spent Mushroom Substrate–Based Activated Biochar as a Sustainable Bio Resource for Removal of Emerging Pollutants from Wastewater. Biomass Convers. Biorefin. 2024, 14 (2), 2293–2309; https://doi.org/10.1007/s13399-022-02618-7.Search in Google Scholar
111. Garg, R.; Garg, R.; Sillanpää, M.; Khan, M. A.; Mubarak, N. M.; Tan, Y. H. Rapid Adsorptive Removal of Chromium from Wastewater Using Walnut-Derived Bio Sorbents. Sci. Rep. 2023, 13 (1), 6859; https://doi.org/10.1038/s41598-023-33843-3.Search in Google Scholar PubMed PubMed Central
112. Daochalermwong, A.; Chanka, N.; Songsrirote, K.; Dittanet, P.; Niamnuy, C.; Seubsai, A. Removal of Heavy Metal Ions Using Modified Celluloses Prepared from Pineapple Leaf Fiber. ACS Omega 2020, 5 (10), 5285–5296; https://doi.org/10.1021/acsomega.9b04326.Search in Google Scholar PubMed PubMed Central
© 2025 the author(s), published by De Gruyter, Berlin/Boston
This work is licensed under the Creative Commons Attribution 4.0 International License.
Articles in the same Issue
- Frontmatter
- Advancements in CNT-based materials for optimized pharmaceutical removal via adsorption and photocatalysis
- Review on removal of heavy metals from industrial effluents by adsorption
- Cutting-edge techniques in low-temperature electrochemical water splitting: advancements in hydrogen production
- Biological activities of metal complexes with Schiff base
- Potential of organometallic complexes in medicinal chemistry
- Advancement in schiff base complexes for treatment of colon cancer
- Magnetic nanoparticles for efficient heavy metal removal: synthesis, adsorption capacity, and key experimental parameters
- Coal-based carbon/graphene quantum dots: formation mechanisms and applications
- Advancements in transition metal-catalyzed 1,2,3-triazole synthesis via azide–alkyne cycloaddition
- Gold complexes: a new frontier in the battle against lung cancer
Articles in the same Issue
- Frontmatter
- Advancements in CNT-based materials for optimized pharmaceutical removal via adsorption and photocatalysis
- Review on removal of heavy metals from industrial effluents by adsorption
- Cutting-edge techniques in low-temperature electrochemical water splitting: advancements in hydrogen production
- Biological activities of metal complexes with Schiff base
- Potential of organometallic complexes in medicinal chemistry
- Advancement in schiff base complexes for treatment of colon cancer
- Magnetic nanoparticles for efficient heavy metal removal: synthesis, adsorption capacity, and key experimental parameters
- Coal-based carbon/graphene quantum dots: formation mechanisms and applications
- Advancements in transition metal-catalyzed 1,2,3-triazole synthesis via azide–alkyne cycloaddition
- Gold complexes: a new frontier in the battle against lung cancer