Journal of Water Process Engineering 55 (2023) 104223 Contents lists available at ScienceDirect Journal of Water Process Engineering journal homepage: www.elsevier.com/locate/jwpe Occurrence, treatment, and potential recovery of rare earth elements from wastewater in the context of a circular economy Delal E. Al Momani a, *, Zainab Al Ansari a, Mariam Ouda b, c, Mohammed Abujayyab b, c, Mujeeb Kareem b, c, Taofeeqah Agbaje b, d, Banu Sizirici a a Department of Civil and Environmental Engineering, Khalifa University of Science and Technology, PO Box 127788, Abu Dhabi, United Arab Emirates Department of Chemical Engineering, Khalifa University of Science and Technology, PO Box 127788, Abu Dhabi, United Arab Emirates Center of Membranes and Advanced Water Technology, Khalifa University of Science and Technology, PO Box 127788, Abu Dhabi, United Arab Emirates d Center for Catalysis and Separation, Khalifa University of Science and Technology, PO Box 127788, Abu Dhabi, United Arab Emirates b c A R T I C L E I N F O A B S T R A C T Keywords: Rare earth elements Wastewater Occurrence Treatment Recovery Rare Earth Elements (REEs) are increasingly consumed and released into the environment, leading to REE anomalies in aquatic systems. However, REE extraction is associated with detectable radioactive matter and poses risks to human health, including carcinogenicity, occupational poisoning, and other health effects. REEs have also been shown to have toxic effects on aquatic organisms. This review discusses the levels and occurrence of REEs in wastewater treatment plants, state-of-the-art removal and recovery techniques, and the potential for REE recovery in a circular economy. The study showed that among the light rare earth elements (LREE), Ce had the highest concentration in wastewater, while Gd had the highest concentration among the heavy rare earth elements (HREE). Treatment of REE wastewater has successfully reduced its toxicity and enabled the recovery of valuable components for reuse. In the circular economy, the sustainability of REE mining and application can be improved by converting REEs from wastewater into industrial resources, but limited laboratory and pilot studies make the economic viability of REE recovery uncertain. Therefore, more research is needed to understand wastewater-borne REEs’ fate and behavior, in order to develop sustainable and economically feasible recovery methods for a circular economy. 1. Introduction Rare Earth Elements (REEs) are the 15 lanthanides with atomic numbers from 57 to 71 as well as 27 and 39, as shown in Table A1, which occur together in nature and possess a similar trivalent oxidation state due to having the same outer electron configuration of the 5d16s2 orbital [1–4]. REEs are defined as “rare” because they are not present in economically available quantities [1]. Some REEs are more abundant than other non-REEs; for example, cerium (Ce) is the 25th most abun­ dant element on earth, even more than copper, and Lutetium (Lu) is 200 times more abundant than gold [3,5]. However, REEs are not likely to be concentrated in particular localities, which makes their extraction more difficult than gold [3,6]. The extraction process is energy-intensive, expensive, and produces large amounts of waste. Additionally, most of the world’s REEs are produced in China, which has caused concerns about supply security and geopolitical risks. The limited availability of REEs and their extraction difficulties have made them increasingly expensive and environmentally damaging to extract. Therefore, it is essential to explore alternative sources of REEs, such as wastewater, to ensure a sustainable supply. REE anomalies in aquatic systems have been reported in many areas around the world [2], and their occurrence has been attributed to both anthropogenic and industrial activities such as fertilizer and catalyst production, and mining activities [2,4]. As such, their concentration can be influenced by these activities. For instance, wastewater from mining and processing activities can contain high concentrations of REEs, which can lead to environmental harm. The presence of REEs in aquatic sys­ tems can also serve as a tracer for human activities such as agriculture and urbanization, providing valuable information on the sources and impacts of these activities. The fate, occurrence, and removal of REEs from surface water, groundwater, and drinking water have been reviewed several times from different perspectives [9–14]. REEs do not usually occur in nature as native elemental metals, rather, they occur in host minerals like carbonates, oxides, etc. [5]. * Corresponding author. E-mail address: 100058315@ku.ac.ae (D.E. Al Momani). https://doi.org/10.1016/j.jwpe.2023.104223 Received 30 May 2023; Received in revised form 1 August 2023; Accepted 26 August 2023 2214-7144/© 2023 Elsevier Ltd. All rights reserved. D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 Apart from the natural sources in mines, REEs are also recovered from sources such as uranium mining waste, acid mine drainage, electronic waste etc. [5]. However, one disadvantage of REE extraction from their ores is the detectable radioactive matter that the rare earth sources contain which can contaminate the surrounding soil and water sources. The mining process itself can lead to deforestation, habitat destruction, and the displacement of local communities [6,7]. The refining process required to extract the pure REEs from the ore is also energy-intensive and can result in the production of greenhouse gases and other pollut­ ants. Furthermore, the chemicals used in the refinery process may lead to respiratory issues, and skin and occupational poisoning of residents [6,7]. Studies have shown that La, Ce, Praseodymium (Pr) and Nd have displayed toxic effects on aquatic organisms such as hydra and mussels [4]. Another effect of REE on marine wildlife is the formation of reactive oxygen species (ROS), which can impair the organism’s oxidative status [8]. As such, it is important to find alternative sources of REEs and to develop more sustainable methods of extraction and refining. Wastewater treatment plants (WWTP) become a potential source of REEs. REEs can enter the wastewater stream through industrial efflu­ ents, domestic sources, and stormwater runoff. For example, laundry detergents, dishwashing detergents, and personal care products like toothpaste are among the domestic of REEs in wastewater, while in­ dustrial sources include mining and processing activities, as well as manufacturing processes that use REEs, such as electronics manufacturing and catalyst production. Various wastewater treatment technologies can be utilized to remove and recover REEs from waste­ water, resulting in a concentrated stream that can undergo further processing to create usable products. Among these technologies, one method is adsorption, where adsorbent materials are employed to cap­ ture REEs from wastewaterThis ability to generate valuable byproducts enhances the sustainability and cost-effectiveness of wastewater treat­ ment systems. Among these technologies, one method is adsorption, where adsor­ bent materials are employed to capture REEs from wastewater (Fig. 1). The mechanism relies on the interaction between the adsorbent material and the REEs, involving various physical and chemical processes like ion Fig. 1. General overview of the adsorption mechanism involved in the recovery of REEs from wastewater streams. 2 D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 exchange, surface complexation, and precipitation [15]. Activated car­ bon is a common absorbent for REEs recovery from wastewater as it has numerous pores and functional groups, that can interact with the REEs. [16]. Through ion exchange, activated carbon can adsorb REEs by exchanging ions on its surface [17]. In surface complexation, REEs form complexes with functional groups on their surface leading to their adsorption [17,18]. Additionally, in precipitation, the REEs react with the functional groups on the activated carbon’s surface, resulting in the formation of insoluble REE compounds that can also be adsorbed [18]. Chitosan is another example of an adsorbent material. It is a biopolymer obtained from chitin, a natural polymer present in crustacean shells. The surface of chitosan features numerous amino and hydroxyl groups, enabling interactions with REEs in wastewater using similar physical and chemical processes mentioned earlier. The mechanism of adsorption can be influenced by various factors, including the pH of the wastewater, the concentration of the REEs in the wastewater, and the properties of the adsorbent material. The electrochemical process is another method for REEs recovery from wastewater. it utilizes electrochemical cells or reactors to selec­ tively extract REEs from wastewater, based on their electrochemical properties (Fig. 2). The mechanism involves the oxidation or reduction of the REEs to form soluble or insoluble complexes that can be separated from the wastewater. In electrochemical recovery, the reactions that occur at the electrode surface depend on the electrode material and the pH of the wastewater [19]. The anode reaction involves the oxidation of water to form oxygen gas, protons (H+), and electrons (e-). secondary resources, with limited emphasis on their potential recovery [12],[20]. Furthermore, the few studies that have explored REE recov­ ery have not specifically targeted wastewater as a potential resource [21–29]. This study presents a unique approach by examining the feasibility of REE recovery from wastewater by highlighting the state-ofthe-art removal and recovery techniques, with a focus on adsorption and electrochemical treatment. This approach is particularly significant due to the increasing demand for REEs in various industrial applications, coupled with concerns over their limited availability and the environ­ mental impacts associated with traditional mining and extraction methods. Additionally, the study adopts a circular economy approach by exploring the potential for REE recovery to contribute to more sustain­ able and environmentally friendly industrial production. Overall, the study offers a unique and valuable contribution to the field of environ­ mental science and sustainability by providing a comprehensive analysis of the occurrence, treatment, and potential recovery of REEs from wastewater. 2. Occurrence of REE in global wastewater treatment plants and environment and environmental risk REEs can find their way into wastewater and the environment from various sources, including natural weathering of rocks and minerals, agricultural runoff, industrial discharges, and sewage effluent/sludges. The relative contributions of these sources may vary depending on the location and local conditions [30–32]. REEs can exist in various chem­ ical forms depending on the pH and other chemical characteristics of the water. Most commonly, REEs tend to bind to suspended particles and settle out of the water column. However, some REEs can also remain in solution and be transported further downstream or into other water bodies and environments. 2H2 O→O2 + 4H+ + 4e− . The cathode reaction involves the reduction of ions REE3+ to form neutral REE atoms. 2REE3+ + 6e− →2REE. 2.1. Sources, fate, and occurrence of REE in wastewater The overall reaction involves the oxidation of water and the reduc­ tion of REE ions to form oxygen gas, neutral REE atoms, and protons [19]. The fate of REEs in WWTPs depends on the specific treatment pro­ cesses used. Most treatment plants rely on physical and chemical pro­ cesses, such as sedimentation, coagulation, and filtration, to remove suspended particles and organic matter. REEs can be adsorbed to these particles and be removed along with them [30]. However, some may remain in solution or form complexes with organic matter that can be more difficult to remove. The fate of each REE in wastewater treatment processes depends on several factors such as the initial concentration, pH, oxidation-reduction potential, the presence of other competing ions, 2H2 O + 2REE3+ →O2 + 2REE + 4H+ . Once the REEs have been captured and recovered, they can be reused in the manufacturing process, reducing the need for new mining and extraction. This ability to produce valuable byproducts enhances the sustainability and cost-effectiveness of WWTP. Previous research has mainly focused on the removal of REEs from Fig. 2. Schematic diagram of different electrochemical REEs recovery techniques from wastewater: a) electrodeposition, b) electro-sorption & c) electrodialysis. 3 D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 efficiency is low. Er is extensively used in nuclear reactors [37]. The main source of Er in wastewater is industrial discharges from the elec­ tronics, lighting, and glass manufacturing industries. Er, can be effec­ tively eliminated from wastewater using techniques such as ion exchange, adsorption, or chemical precipitation [38]. Y is commonly used in phosphors, ceramics, and superconductors and can be found in various wastewater streams [36]. It can be easily removed during pri­ mary treatment processes such as sedimentation, coagulation, and flocculation due to its high adsorption capacity onto the sludge. Finally, Pm is a radioactive element that is not used commercially and requires specific handling and disposal procedures, as the resulting sludge is considered hazardous waste. Due to its high radioactivity and short halflife, there is limited information available on its occurrence and fate in wastewater treatment processes, and it has not been detected in WWTPs to date. The concentrations of REE in wastewater effluent from different studies are summarized in Table 1, while concentrations in sludge are summarized in Table 2. Concentrations varying from 1.12 to 439.0 mg/ kg in dry sludge for REE were detected in Xiamen city, China [30]. In North America, the average per capita load of trace elements and the amount of trace elements discharged from the Great Lake basin was reported [39]. HREEs are mainly present in much lower concentrations compared to LREE. These concentrations vary depending on the specific sources and characteristics of the wastewater, as well as the sampling locations and analytical methods employed in the studies. The removal efficiency of these elements depends on the treatment method used, and their potential toxicity and radioactivity can pose challenges in the final disposal of the sludge. Most REEs were found to possibly accumulate in sludge. and the type of treatment process used. Ce is an abundant REE in wastewater, primarily originating from industrial sources such as metalworking, glass, and automotive in­ dustries where it is commonly used in catalytic converters [32]. It has a high adsorption capacity onto sludge, resulting in its removal during primary treatment processes such as sedimentation, coagulation, and flocculation [33]. However, this can lead to environmental risks due to its toxicity. During the anaerobic digestion process, Ce can be released back into the wastewater, emphasizing the need for proper handling and disposal. La is predominantly present in industrial wastewater, specif­ ically from electronic, metal processing, and manufacturing industries, due to its primary usage in the production of catalysts and rechargeable batteries [32]. During the primary treatment processes, La is easily adsorbed onto the sludge and is partially eliminated during the sec­ ondary treatment processes such as activated sludge and membrane filtration. Nd in wastewater is primarily sourced from industrial efflu­ ents associated with rare earth processing, electronic manufacturing, and magnet production. Nd is not removed during primary treatment processes, but it can possibly be removed in the activated sludge process. Sm is primarily found in industrial effluents linked to electronics, magnets, and nuclear applications [34]. It can be eliminated from wastewater through ion exchange, adsorption, or chemical precipita­ tion, and the resulting sludge can be further processed by incineration or landfilling. Pr is commonly used in magnets and lighting manufacturing and is found in wastewater from this industry. Pr tends to be removed during primary treatment processes, and it can also be removed during the activated sludge process. Eu can be found in wastewater from in­ dustries such as lighting, electronics, and nuclear industries [34]. It tends to be removed from wastewater primarily during primary treat­ ment processes because it has a high adsorption capacity onto the sludge. Proper handling is required for the disposal of the sludge due to potential concerns with radioactivity. The element Gd is commonly utilized as a contrast agent in medical imaging and is present in medical wastewater. Although it can be eliminated during primary treatment processes, Gd may still exist in the effluent due to its strong bonding with ligands [35]. Industrial effluents from the lighting, electronics, and glass manufacturing sectors are the primary source of Tb in wastewater. Dy is found in wastewater from the magnets manufacturing industry [36]. Dy tends to be removed during primary treatment processes and can also be removed during the activated sludge process. Lu is utilized in nuclear reactors and radiation therapy and fibres optic amplifiers [36]. Its removal from wastewater can be achieved through ion exchange, adsorption, or chemical precipitation. However, its elimination 2.2. Occurrence of REE in the environment Although REEs are naturally present in various geological materials, including rocks, minerals, and soils, human activities such as mining, industrial processes, agricultural runoff, and wastewater discharges can also contribute to their presence in environment. Different regions have conducted assessments on the presence and accumulation of REE in the environment. For instance, in 1988, Japan reported that sludges from chemical industry wastewater treatment plants and municipal sewage sludges showed varying REE patterns and were considered contaminated [47]. In China, positive Gd anomalies were detected in most waters near Pearl River Delta (PRD), indicating significant human impacts [41]. In Switzerland, sludge samples from 63 Table 1 Minimum and maximum concentrations of light rare earth elements and heavy rare earth elements in different wastewater treatment plant effluents (ng/L). LREE [39] [35] [40] [41] [42] [43] [44] [45] [32] [46] 140 141 146 147 153 – – 17 5.7 1.2 9 15 5.1 5.5 2.4 3040 280 16.3 2.8 100,000 1.6 5300 13 43 3.9 1.6 63 35 10 0.1 3.3 14.3 3.8 7.2 2.8 3530 570 20 3.7 280,000 2 15,000 62 75.3 3.6 0.3 58 5 1.4 0.1 1.5 2.5 1.1 1.2 0.4 270 50 2.5 0.4 – – 2500 3 6.3 0.4 0.8 41 24 5.8 1.8 6.2 11.3 5.1 4.6 2 1300 220 9.8 1.9 150,000 2 12,000 1 40 6.3 1 4 11.7 4.7 1.2 0.8 0.4 2020 60 2 0.4 45,000 1 3900 85 2.4 0.2 0.3 9.6 5 0.3 2.5 6.8 0.6 0.2 0.1 0.1 79,620 920 0.6 0.2 14,000 0.2 890 56 0.8 0 La Ref. Max Min Max Min Max Min Max Min Max Min Max Min Max Min Max Min Max Min Max Min HREE 139 Ce Pr Nd 20.8 1.6 Sm Eu 4 157 Gd 4.4 286 120 2.3 0.7 86.7 24.4 2.5 1.9 0.6 2380 330 226.5 107.3 49,000 0 5600 25 166 0.4 159 162 166 0.2 57.6 1.3 0.2 0.1 0.4 0.7 0.2 0.1 0.1 0 0 0.5 0.1 – – 990 2 0.4 0 0.5 42.7 9.2 1.2 0.4 2.4 5.8 1.7 0.9 0.6 140 30 3.5 1.2 39,000 0.3 6000 11 2.6 0.3 0.3 39.5 12 12 0.1 2.3 6.2 1.8 0.7 0.5 80 30 4.8 2.5 22,000 0.3 4200 16 1.5 0.1 Tb Dy Er 169 172 0.1 57.1 0.5 2.1 0 0.6 1 0.3 0.1 0.1 280 40 0.9 0.5 2300 – 630 3 0.2 0 0.4 881 4.4 21 0.3 5.2 9.3 2 0.6 0.4 5390 380 8.9 5.3 – – 4200 24 1.4 0.1 Tm Yb 175 Lu 0.2 59.2 0.9 4.5 0.1 0.9 1.9 0.4 0.1 0.1 2600 160 1.8 1.1 – – 670 6 0.3 0 Journal of Water Process Engineering 55 (2023) 104223 D.E. Al Momani et al. Table 2 Concentration of Rare Earth Elements in wastewater treatment plant sludge (mg/kg). Light Rare Earth Elements Min 139 La – 140 Ce 0.126 141 Pr 0.008 146 Nd 0.030 147 Sm 0.010 153 Eu 0.003 Heavy Rare Earth Elements 157 Gd 0.010 159 Tb 0.004 162 Dy 0.010 166 Er 0.060 169 Tm 0.009 172 Yb 0.040 175 0.007 Ref [39] Lu Max Min Max Max Min Max Min Average – 88.9 11.8 28.4 4.8 0.8 38.1 74.2 10.4 38.1 9.33 1.88 255 439 22.2 71.5 118 14.3 112.69 500.74 3.19 13.15 10.33 2.09 3.2 4.74 0.43 1.47 0.28 0.06 13.6 37.9 3.23 13.4 1.86 2.7 4.64 0.62 2.52 0.4 22.3 48.6 5.54 28.6 5.13 1.28 3.7 0.6 2.2 547.0 0.0 132.0 10.6 12.6 6.37 3.17 0.443 2.98 5.47 0.4 2.65 1.56 0.19 1.25 0.34 0.04 0.26 0.13 0.02 0.15 2.47 0.27 1.48 0.88 0.12 0.82 0.54 0.08 0.48 0.32 0.05 0.27 6.4 0.764 3.75 2.18 0.297 1.9 0.0 – 14.6 13.7 8.26 4.09 0.577 3.86 — —— 0.17 0.02 0.13 0.04 0.283 [30] [33] WWTPs were assessed for REE [33]. While most WWTPs showed un­ specific inputs with REE patterns similar to the average REE pattern of soils in Switzerland, a few plants exhibited significant REE variations. Gadalinium (Gd) which is used as a contrast agent in magnetic reso­ nance imaging, was found to be discharged into surface water at a rate of 90 kg per year from one of the WWTP [33]. The anthropogenic Sm enters the Rhine River with industrial wastewater north of Worms, Germany, and can be traced through the Middle and Lower Rhine to the Netherlands. The Rhine River may carry up to 584 kg of anthropogenic Sm per year towards the North sea with concentrations close to or well above levels where ecotoxicological effect [49]. In South Korea, in the Nakdong River Estuary, the concentrations of REEs were negatively correlated with salinity, except for sites near WWTPs, where the con­ centration was much higher [50]. Positive La and Sm anomalies were present in the Han River indicating the impact of a point source. Based [47] [48] on the discharge rate and anthropogenic REE concentrations, the esti­ mated fluxes were on average 952 + 319 kg/yr [44]. While most developed countries have REE contamination awareness, developing and underdeveloped countries are yet to monitor and assess their wastewater. Regions such as the Middle East and North Africa have no studies that measure REE in secondary sources, despite having major industrial activity. Additionally, the only country in South America that was studied was Brazil, which indicates a major gap in this region. Australia and neighboring countries have also not reported the presence of REEs. Ecotoxicological effects have been documented due to these sources, hence this shows the significance of international awareness [49]. Table 3 Toxic effects of some REEs on marine life. REE Concentration Studied Target Organism Type of Organism Toxic Effect Reference Gd 50 μg/L Mytilus galloprovincialis Increased ROS leading to increased cellular damage. [8] Nd, Gd, Yb EC50 = 1-10 mg/L Daphnia magna Increased toxicity measured by decreased mobility [52] Nd 2.5-40 μg/L Mytilus galloprovincialis 100-6400 μg/L Daphnia magna Increased ROS leading to cellular damages and loss of redox balance Growth inhibition [53] Ce, Gd, Lu Gd 15–120 μg/L Mytilus galloprovincialis Marine, Mussel Marine, crustacean Marine, Mussel Marine, crustacean Marine, Mussel HREEs: Dy, Ho, Er, Yb, Lu, Ce La, Y 10− 0.01–100 mg/L Mytilus galloprovincialis La 0.1–10 mg/L Mytilus galloprovincialis Acute, 48 h 100-50,000 Daphnia carinata La Gd Y, La, Ce, Nd, Sm, Eu and Gd Gd La Gd Yt 7 to 10− 5 M μg/L Chronic 100 -1000 μg/L 20 μM for P. lividus 500 nM and 5 μM for H. tuberculata 10− 4 to 10− 7 M Sphaerechinus granularis [54] Induce mussels oxidative stress (ROS) and neurotoxicity as well as to reduce their metabolic capacity Increased developmental defect (DD) [55] Marine, Sea Urchin Marine, Mussel Marine, Mussel Marine, crustacean Increased developmental defect (DD), La > Y [57] Decreased metabolic capacity, increased oxidative stress and neurotoxicity Mortality, increased age of maturity, decreased maturity [58] Mediterranean Paracentrotus lividus Australian Heliocidaris tuberculata Marine, Sea Urchin Negative effect on skeleton development with a similar morphological response in the two species [60] Sphaerechinus granularis Marine, Sea Urchin Marine, Mussel Marine Developmental defects [61] Triggers mitochondrial and anti-inflammatory pathways Accumulates in the liver and induces antioxidant enzyme production [60] [4] 10-1250 μg/L Dreissena polymorpha 0.015 mM Goldfish 5 [56] [59] [62] Journal of Water Process Engineering 55 (2023) 104223 D.E. Al Momani et al. 2.3. Environmental risks related to REE in water the environment as they are produced. Phosphate-based fertilizers are notable avenues for the entry of REEs into the environment [71], and wastes from the production of phosphogypsum contain significant extractable quantities of REEs like Ce, La, and Nd [71], making the consideration of effective and environmentally sustainable treatment techniques highly important. Some of the toxic effects of REEs on marine life reported in the literature are shown in Table 3. Maximum tolerable limits for REEs in drinking water were described as lacking from any standards organi­ zation [29]. Notwithstanding, some inferred limits were proposed based on ecotoxicological calculations [51] and referred to as maximum permissible concentrations (MPC) in drinking water for some of the REEs. The MPCs, in units of ng/mL, were 10.1 for La, 22.1 for Ce, 9.1 for Pr, 1.8 for Nd, 8.2 for Sm, 7.1 for Gd, 9.3 for Dy, and 6.4 for Y. MPCs for other REEs were not reported. REEs on their own are not understood to be significantly toxic [29]. In one classification of elements according to the understanding of their toxicity to living beings and their biological relevance, REEs were placed under class 4 for those which can be possibly toxic even at low concentrations [29]. This potential toxicity can be aggravated if these REEs are released into water from used ma­ terials (e.g., e-wastes) that contain ions like F− , Cl− , HCO−3 , CO2− 3 , 3− HPO2− 4 , and PO4 [29]. This highlights the need for effective treatment methods to remove REE from wastewater. 3.1. Pretreatment technologies for REE wastewaters Pretreatment technologies are aimed to reduce the toxicity or acidity of the REE wastewaters by effectively concentrating and removing components whose presence leads to this toxicity. The relevant treat­ ment techniques for wastewater comprising extractable REE’s typically entail chemical methods like precipitation and coagulation [9] which offer good recovery efficiencies but might be limited in environmental sustainability and techno-economic factors when compared to other methods as described in Table 4. Electrically assisted methods such as electrocoagulation and electrodialysis have been helpful techniques in treating toxic wastewater from which REEs are recovered [72]. Physical methods such as membrane filtration with an ion-selective nano-filter have also been applied [73]. One of the factors relevant to the effective treatment of rare-earth bearing wastewaters was the transmembrane pressure [74]. Nanofiltration membranes have also been used for the recovery of highly acidic wastewater from mines [75,76]. Even though nanofiltration is a pressure-driven physical separation process based on filtration, the possibility of precipitation on the surface of the membrane introduces a chemical reaction into its mechanism since such pre­ cipitates are easier to separate and recover for further valorization [76]. Biological methods utilizing micro-organisms such as algae have been explored for their potential for wastewater pretreatment of toxic components comprising REE which could be valorized to obtain valu­ able rare earths [64,77]. Microalgae can obtain nutrients from REE wastewater while maintaining resistance to its toxicity derived from its acidity and chemical composition [78]. Cells of Saccharomyces cerevisiae, Kluyveromyces marxianus, and Debaromyces hansenii have also been evaluated for their effectiveness in absorbing Eu(III) from aqueous sys­ tems in an attempt to develop low-cost bio-absorbents with high metal uptake capacities [79]. Younger cells were found most effective with this effectiveness dependent on the fatty acid content and the types of carboxyl functional groups therein [79]. Algae like Desmodesmus multi­ variabilis and Spirulina have been useful for effecting high-capacity adsorption of REEs of La and Ce, respectively [12]. Finally, hybrid methods combining one or two methods or materials have also been explored. The effectiveness of a high-capacity adsorbent with good reusability and selectivity was reportedly achieved with a polymer that incorporated both lanthanum and phosphorus [80]. 3. The treatment of REE-bearing wastewaters The treatment of REE-bearing wastewaters aims to achieve the reduction of the environmental toxicity of the wastewater before its release to the environment, isolation or removal of toxic components from the wastewater, exploitation of its chemical components to obtain re-usable chemicals, and in rare cases, the utilization of the wastewater as a valuable by-product in other applications [68]. The intense exploration of REEs activities from the ores has contributed to the production of toxic wastewater from the mining process [63]. This toxicity is attributed to its high acidity and the presence of significant quantities of chemical components used for the leaching process, notably ammonium and phosphates [64]. Wastewater from rare earth mining differs from severely toxic radioactive wastes from the nuclear industry, referred to as trivalent actinides [65,66]. However, these radioactive wastes often come up in the discussions of treatment aimed at recovering REEs like La(III), Eu(III) [67], and Ce(III) [66], because of their physicochemical similarities. In line with the circular economy objectives, industrial wastewater sludge has been considered as fertilizer material for some soils to utilize the waste for its nutrients without the need for treatment. However, this was suspected to contain environmentally toxic contents of REEs and trace elements [69], further aggravated by the fact that their biological impacts are not fully understood [70]. Thus, it is indeed clearer that the consideration of effective treatment of REE wastewater is preferable due to potential valorization and footprint reduction than utilizing them in Table 4 Summary of methods applied for REE wastewater pretreatment. Treatment class Description/example Physical Membrane filtration e.g. ion-selective nano-filtration; Adsorption Chemical Chemical precipitation and coagulation Electrically assisted Electrocoagulation, and electrodialysis Biological Rapid infiltration or the use of algae and micro-algae including symbiotic systems with bacteria. Hybrid Combination of two or more methods or materials e.g. electrodialysis with membrane distillation or composite of porous polymers and magnetic adsorbents Advantages Could be optimized to control cost and improve efficiency Selectivity, stability, and reusability Enables high REM recovery; controllable via pH adjustment Optimizable and controllable; helps prevent fouling with membranes High potential for sustainability; costeffectiveness Enables superior recovery of valuable elements reaching 99.99 % 6 Disadvantages Ref Limited efficiency [74] Costliness of high performing adsorbents [80] Significant environmental footprint due to high chemical amount required; produces large quantity of sludge requiring costly post-treatment. [81] Could require more energy to run [72]. Slow process, and changes in process conditions can affect activity of biological agents; pretreatments required for dried algae [77,82] Could be technically challenging to manage [63,83,84] D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 3.2. Ammonia removal as pollutant from REE wastewater pretreatment and opportunities for valorization adsorbent, operating conditions (including temperature and pressure), pH and ionic strength of the medium, and mass transfer rate efficiency [95–97]. Regarding adsorption isotherms, both Langmuir and Freundlich isotherms were found suitable to characterize the adsorption process. It was found that Langmuir isotherm is suitable to characterize the monolayer adsorption process of several REEs using a variety of adsor­ bents, such as MWCNT [98], oxidized MWCNT [92], GO [93,94], sul­ fonated GO [93], MWCNT/Iron Oxide Magnetic Composite [98], chitosan/CNT [99]. Freundlich model could be also used to characterize the adsorption process occurring on heterogeneous surfaces [92–94,100]. Recovery of REEs after adsorption is mainly conducted by desorption which typically involves various separation and extraction techniques such as acid leaching, solvent extraction, ion exchange, smelting and bioleaching. Ammonia is a useful substance for the chemical industry with emerging applications as fuel for energy generation, export vector for hydrogen, and as a fuel-cell component [85] potentially useful in WWTPs and mining plants. Because rare earth mining typically utilizes ammonium sulfate leaching for extracting REEs from their ores [82], it is often the case that the resulting REE wastewaters comprise extractable and utilizable REEs, alongside ammonia, both of which can be recovered during the treatment of these WWs [77]. It is of interest to ensure its concentration in effluents from wastewater plants is below 15 mg/l [82] in line with the “Emission Standard for Pollutants from Rare Earth In­ dustry” GB 26451–2011 [86]. The technical efficiency of the removal of ammonia from REE wastewaters could be improved by the careful se­ lection of removal reagents. Precipitation of ammonia as magnesium ammonium phosphate was optimally achieved to 99.4 % recovery when magnesium and phosphates were each added [87]. The cost-efficiency of this precipitation process was improved by recycling the reagents leading to 48.6 % cost savings [87]. The ammonia was recovered in each cycle until when a low residual concentration of 0.015 g/l was reached [87], as compared to the concentration of ammonium-rich REE waste­ waters, which could be thousands of times higher at 130 g/l [88]. Microalgae-bacteria symbiosis systems have been also employed for treating wastewater leading to the obtainment of ammonia [64]. Microalgae usage for REE wastewater pretreatment possesses advan­ tages over the activated sludge method because it can utilize the nitro­ gen in dissolved ammonium and inorganic carbon for the metabolic needs of the microalgae. However, the slow rate of degradation of the pollutants as well as a reduction in performance due to pH changes to less acidic conditions, unpreferable to acidophilic microalgae [88], are some of the limitations of this process [64]. Over 46.4 kg per day of ammonia on average was recovered from typical wastewater [77]. This is an interesting potential because large plants producing ammonia via the conventional Haber-Bosch process generate 1.25 kg per day under steady operation [89]. Adjusting pH led to an increase in ammonia removal rate and made the algae more tolerant to REEs in wastewater like La, Y, and Sm affecting simultaneous maximum removal rates for these REEs of 97.9 %, 96.6 %, and 99.1 %, respectively [78]. Under optimum temperature conditions, utilizing microalgae was reported to have enabled 9 % higher ammonia removal efficiencies [90]. However, higher temperatures could inhibit the effective growth of some micro­ algae, as was reported for Chlamydomonas reinhardtii cells at 32 ◦ C [91]. 4.1.1. Carbon-based adsorbents These materials involve carbon nanotubes, carbon dots, graphene oxide, graphene, and graphite [15]. The use of carbon-based materials in REEs extraction is mainly controlled by electrostatic forces resulting from the different functional groups, in which carbon-based materials are easy to be functionalized and thus have a better adsorption capacity to REEs [101]. Several studies have described the use of graphene-based adsorbents to extract REEs [102–104] under different conditions, including pH and temperature, Table 5. Graphene oxide (GO) was mainly utilized. Generally, the increase in pH leads to an increase in the adsorption ca­ pacity. The adsorption capacity of Eu was 78 mg/L at pH of 5 [105], while it was 89.7 mg/L at pH of 7 [102]. The pH affects the adsorption process in which the surface charge of the used adsorbent depends on the acidity. This effect is mainly because the surface charge of the adsorbent should be negative since the adsorption of the REEs occurs by electrostatic forces. Regarding the impact of temperature, it was stated that inadequate temperatures might lead to a reduction in the adsorp­ tion efficiency [15]. CNTs have remarkable mechanical and electronic properties, along with a unique nanostructure [15]. Oxidized MWCNTs were widely used in REEs recovery due to their cheaper cost and higher efficiency when compared to oxidized SWCNTs [15]. In some studies, CNTs composites with other materials were created. For example, a composite of multiwalled carbon nanotubes (MWCNT) and Fe3O4 was created to enhance the adsorption capacity of REEs. Although this was conducted at a very low concentration of Eu, it led to 100 % extraction [107]. A variety of solutions are used to recover REE after adsorption. For example, the desorption of La, Dy, and Dy from oxidized MWCNT was performed by placing the oxidized MWCNT (after the adsorption experiment) in a nitric acid solution with a pH of 1.55. When comparing the initial concentrations of La and Dy, it was found that 71 % of the initial concentration was recovered [92]. The solution desorption solu­ tion was used to recover Gd from graphene oxide (GO) after the adsorption process and it provided a desorption process of 85 % [93]. Sodium perchlorate with a concentration of 0.01 M was also used to recover Eu adsorption on GO/magnetic GO surfaces [94]. In another study, both hydrochloric acid (0.2 M) and sulfuric acid (0.2 M) were used separately to desorb Tb from cellulose-based adsorbent. The desorption percentage using hydrochloric acid was between 63 and 75 %, while it was between 72 and 81 % when using sulfuric acid for desorption [95]. 4. Techniques for recovery of rare earth metals from mine wastewaters 4.1. Adsorption Adsorption, although a traditional technique, is a promising process to extract REEs. It is an effective, affordable, and efficient process based on attracting the desired element to the active sites of the absorbent. The adsorbent’s selectivity for the element of interest is crucial, and thus, several adsorbents have been synthesized and evaluated for their selectivity or effectiveness to extract the REEs [15]. The adsorption kinetics of REEs were not intensively discussed in the studies of REEs adsorption. Among the discussed kinetics are the pseudofirst, pseudo-second, Bangham, and Elovich models. For example, the kinetics of the adsorption process of Tb by cellulose was analyzed using the experimental data obtained at different temperatures. It was found that the experimental data at temperatures from 25 to 60 ◦ C fit well with a pseudo-second-order model based on correlation coefficients obtained [95]. A similar conclusion was obtained in the case of absorbing Sc by Posidonia oceanica, a marine alga, where the pseudo-second-order model was more suitable to fit the experimental data [96]. It was concluded that the kinetics of each adsorption process depends on the nature of the 4.1.2. Natural adsorbents Natural adsorbents have attracted researchers due to their advan­ tages, which include being environmentally friendly, cheap, biode­ gradable, and the ability to adsorb REEs. Several natural adsorbents including cellulose, algae, and chitosan have been used for REEs extraction [92]. Functionalization was proposed as a potential technique 7 D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 Table 5 The use of graphene-based, CNT-based, natural and polymeric-based adsorbents for REEs extraction. Classification Adsorbent REEs presented in water The initial concentration of REEs (ug/L) Adsorbent concentration (mg/L) pH Temperature, ◦ C Contact time (h) Adsorption capacity (mg/g) Reference Graphenebased adsorbents GO GO Colloidal GO Eu Eu Nd, La, Y, Gd 100,000 10,000 5000 100 500 1000 5 5.5 6 25 20 25 48 24 0.5 [105] [94] [103] CNT-based adsorbents GO GO Colloidal GO CNTs-COOH MWCNT-Fe3O4 Oxidized MWCNT Oxidized MWCNT Ti-MWCNT Sc Eu Eu Sc Eu Ce, Sm Ce La, Lu, Tb 300,000 10,000 10,000 300,000 61 10,000 10,000 40,000 5000 1000 1000 5000 600 1000 1000 5000 4 7 7 4 5.5 5 5 5 25 20 20 25 25 30 30 20 4 24 24 4 48 2 2 1 Oxidized MWCNT Nutshell cellulose Dy Eu, Gd, Sm, La Tb Sc Nd 20,000 200 1200 500 6 4 30 20 2 12 100,000 200,000 250,000 250 1000 2.5 5 5 5.5 25 20 27 2 24 5 78 143 Nd = 189, La = 85.7, Y = 136, Gd = 226 39.7 89.7 70.2 42.5 100 % 98 % 97 % La = 5.35, Lu = 3.97 %, Tb = 8.55 98 % Eu = 5.7, Gd = 5.1, Sm = 6.1, La = 6 24.7 66.81 38.2 Eu La 100,000 5000 20,000 1200 2.1 8 25 – 1 3 142 344.8 [113] [95] La, Ce, Pr, Nd, Sm, Eu, Gd, Tb, Dy, Ho, Er, Tm, Yb, Lu 50,000 150,000 – 25 6 [96] Poly(4-vinyl pyridine)Schiff base lanthanide ion-imprinted polymer Pr, Nd, Sm, Eu, Gd 50,000 – 6 25 2 Resorcinolterephthalaldehyde resin Polyacrylamide at perlite Eu – 10,000 4 25 24 La = 29, Ce = 32, Pr = 33, Nd = 35, Sm = 39, Eu = 42, Gd = 51, Tb = 48, Dy = 51, Ho = 52, Er = 51, Tm = 50, Yb = 48, Lu = 49 Pr = 125.3, Nd = 126.5, Sm = 127.6, Eu = 128.2, Gd = 129.1 70 Tb 250,000 10,000 5 25 24 68.3 [116] Natural adsorbents Polymericbased adsorbents Carboxylated cellulose P. oceanica (green algae) Chlorella vulgaris (green microalgae) Chitosan nano particles Chitosan-Imprinted Nano Zero-Valent Iron Nanocomposite Silica-supported polydiglycolamide to increase natural adsorption capacity. For example, the grafting of carboxylic acid and amino acid on cellulose has resulted in increasing the adsorption capacity of La to 101 mg/g [117]. Adding a carboxylic functional group to cellulose has increased the adsorption capacity of Tb to 24.7 mg/g [111]. The extraction of REEs using algae is mainly due to the presence of functional groups, including amino, sulfate, and car­ boxylic groups presented in starch, hemicellulose, glycogen, and cellu­ lose contained in the algae [118]. T. Conoides (brown algae) showed a Tm adsorption capacity of 200.5 mg/g [119]. While chitosan nano­ particles showed 142 mg/g of Eu [113]. Compared to graphene-based adsorbents, natural adsorbents have shown fewer REEs adsorption capacities. This could be referred to the high porosity of graphene-based adsorbents and the better interaction between their surfaces and the desired ions. One exception is with chitosan-imprinted nano zero-valent Iron nanocomposite, which has achieved 344.8 mg/g extraction of La [95]. This high adsorption ca­ pacity might conclude the use of nanocomposites could be attractive in REEs extraction. [106] [102] [104] [106] [107] [100] [108] [109] [98] [110] [111] [112] [99] [114] [115] adsorption capacity of polymeric microcapsule membrane functional­ ized with an acidic group for Ce, La, Pr, Eu, Sm, Gd, Ho, Y, and Er re­ covery has reached >95 %. [123]. The polymer porosity is an important factor that affects the adsorp­ tion and the kinetics of the material in which a higher porosity results in better uptake of REEs [124]. Further, small pores lead to an increase in the surface area of the adsorbent [20]. However, the most important factor that affects the uptake capacity of REEs is the interaction between the surface of the adsorbent and the REEs [125]. Examples of the use of polymers in REEs extraction are shown in Table 5. Ionic imprinted polymers are also among the promising adsorbents of REEs [126], an adsorption capacity of 125 mg/g for La was achieved [127]. Although extracting REEs by adsorption is effective and affordable, it is limited by the production of wastes (waste adsorbents) and the dependence of performance on the adsorbent type [9]. 4.1.4. Metal-organic frameworks (MOFs) Metal-organic frameworks (MOFs) are promising porous materials for REE recovery due to their high surface area, adjustable pore size, and chemical functionality. MOFs consist of metal ions or clusters linked by organic ligands to form a porous structure. The unique properties enable MOFs to selectively capture and separate elements from complex mix­ tures, such as wastewater. MOFs can be tailored for specific applications [128] and their tunable pore size allows targeted elements to be captured, selectively while excluding other ions and molecules [129,130]. The modification of MOFs (such as functionalization, doping, and 4.1.3. Polymeric adsorbents Polymer-based adsorbents have been widely used in extracting REEs due to their capabilities of adsorption and instability at high pH values. Such advantages have been mainly shown by porous polymeric adsor­ bents [120,121]. Cross-linked polymeric adsorbents along with func­ tional groups were proven to be able to bind metal ions, including REEs, along with providing several advantages, including environmental compatibility, reuse and regeneration, and ease of operation [122]. The 8 D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 post-synthetic modification) can improve their selectivity and efficiency for REEs recovery. [131,132]. Functionalization enhances MOF’s affin­ ity for REEs by introducing functional groups onto its surface. These groups, like carboxylic acid, amino, or hydroxyl, can be added through covalent or non-covalent bonding. Doping involves incorporating foreign atoms or molecules into the MOF structure to modify its prop­ erties. Dopants may include transitioning metals, lanthanides, or other elements, and they can be added during or after synthesis. Defect en­ gineering. [133], introduces defects or vacancies into the MOF structure to enhance its adsorption capacity and selectivity. Hybridization com­ bines MOFs with other materials, like polymers or nanoparticles, creating hybrid materials with improved properties. These modifica­ tions increase active sites, alter surface chemistry, and optimize pore size and shape, enhancing selectivity and efficiency in REEs recovery [134]. Some MOFs such as MIL-101, UiO-66, and ZIF-8, already exhibit high adsorption capacity and selectivity for REEs such as La3+, Ce3+, Nd3+, Sm3+, Dy3, and Gd3 [135–138]. These MOFs exhibit diverse structures and chemical properties, impacting their adsorption perfor­ mance for different REEs. MIL-101’s large pore size and high stability suit the adsorption of larger REE ions like La and Ce. UiO-66’s narrow pore size and high hydrophobicity are ideal for adsorbing smaller REE ions such as Nd and Pr. ZIF-8’s high surface area and thermal stability make it suitable for various REE ions. The choice of MOF and modifi­ cation method for REE recovery depends on various factors, such as the type and concentration of REEs in the wastewater, the pH and temper­ ature of the wastewater, and compatibility with downstream processing methods. Modified MOFs have shown promise in REE removal from wastewater, although limited quantitative data exists on the recovery rate of REEs [130,139,140]. In a recent study, nitrogen and sulfur atoms were introduced into the MOF structure through a solvothermal method to enhance its selectivity for Gd3+. The modified MOF had a high adsorption capacity for Gd3+ due to the increased number of active sites and the strong electrostatic interaction between the Gd3+ ions and the N and S dopants. A maximum adsorption capacity of 238.10 mg/g, and a recovery rate of 99.8 % for Gd3+ were reported [141]. In another study, a modified lanthanum-based MOF with polyethyleneimine (PEI) demonstrated a high adsorption capacity for Gd3+ (296.7 mg/g at pH 4.0 and 298 K) compared to Fe3O4, and other MOFs, such as MIL-101 and UiO-66. Researchers attributed the high adsorption capacity and selectivity to the chelation effect of the ligand, which forms coordination bonds with Gd3 through carboxyl and pyridine groups. The synergistic effect of the ligand and MOF framework provided numerous adsorption sites and a large surface area for Gd3+ interaction. The PEI modification increased the number of adsorption sites for Gd3+ and enhanced the electrostatic interactions of the MOF [142]. A diimide-based MOF, called ZJNU-10, was found to have high adsorption capacity and selectivity for La3+ because of the diimide functional group’s strong coordination bonds with La3+ ions. ZJNU-10 effectively removed lan­ thanides from real tailing wastewater samples, with a maximum adsorption capacity of 186.9 mg/g for La3+ [130]. Functionalized SBA15 and MIL-101 (Cr) with aminopropyltriethoxysilane (APTES) and 1,3propane-sultone (PS), respectively were studied for the adsorption of Lu and Y. Although the recovery rates were not reported, both materials effectively adsorb the Lu having adsorption capacities of 6.8 and 5.8 mmol/g for SBA-15 and MIL-101 (Cr) respectively. The (APTES func­ tional group on SBA-15 and PS functional group on MIL-101 (Cr) demonstrated a high affinity for REEs, enabling preferential adsorption. The functional groups also increased the surface area of the MOFs, providing more sites for REE adsorption. [143]. Several hybrid processes incorporating MOFs for REEs recovery were discussed in various studies. For instance, geopolymer filters covered with MOFs showed high re­ covery rates of 96, 91, 89, 93, 93, 94, 94, 96, 92 % for Ce, Eu, Gd, La, Nd, Pr, Sm, Tb, and Y respectively, with potential applications in the recy­ cling of electronic waste and other industrial processes [144]. MOF-based membranes were utilized for selective separation and recovery of REEs from aqueous solutions [145]. These membranes are prepared by growing MOF crystals on the surface of porous support [146], demonstrating high selectivity and permeability towards REEs due to the unique MOF structure. Additionally, MOF-based adsorbents were combined with carbon nanotubes [147] or other MOFs to form hybrid adsorbents, exhibiting synergistic effects in adsorption capacity and selectivity [148]. [148]. These hybrid processes, including solvent extraction, ion exchange, or precipitation with MOFs, enhance effi­ ciency and selectivity in REEs recovery. They offer advantages like improved performance, reduced cost, and increased versatility, paving the way for more efficient and sustainable REEs recovery technologies. However, the practical application of MOFs for REE recovery still faces some challenges. One major drawback is their limited stability under certain conditions, such as high temperatures, acidic or alkaline environments, or exposure to moisture [18]. This instability can degrade or collapse the MOF structure, reducing its adsorption capacity and selectivity for REEs. Additionally, the scalability of MOF synthesis can hinder large-scale production and commercialization of MOF-based adsorbents or membranes. The synthesis of MOFs involves complex and time-consuming procedures, leading to variable yield and purity of MOF crystals depending on synthesis conditions and precursors. More­ over., the relatively high cost of MOFs compared to materials such as activated carbon or zeolites, limits their practical applications in REEs recovery [149]. Lastly, the presence of other metal ions or organic compounds in the feedstock can compete with REEs for adsorption sites on the MOF surface, affecting MOFs’ selectivity and overall recovery efficiency. Despite these drawbacks, recent advances in MOF synthesis and engineering have shown great potential for the development of practical adsorbents for REE recovery. 4.1.5. Covalent-organic frameworks (COFs) COFs are porous materials made of organic molecules linked by co­ valent bonds to form a crystalline structure. Like MOFs, COFs have high surface areas and tunable pore size, making them attractive for gas storage, catalysis, and separation [150]. The most common synthesis methods for COFs are solvothermal synthesis and microwave-assisted synthesis [151]. Solvothermal synthesis involves heating a mixture of organic building blocks and solvents at high temperatures and pressures to form covalent bonds. Microwave-assisted synthesis employs micro­ wave radiation to promote covalent bond formation between the building blocks. Other methods like mechanochemistry, electrochemical synthesis, and liquid-phase synthesis have also been used for COF syn­ thesis, each with its own advantages and limitations. The choice of synthesis method depends on the specific properties and applications of the COFs being synthesized. COFs have shown high adsorption capacity, fast kinetics, and selec­ tivity towards certain metal ions and can be functionalized with specific ligands to selectively bind to REEs and remove them from the solution [18]. Functionalized COFs serve as adsorbents to selectively capture the REEs from aqueous solutions, with subsequent elution using an appro­ priate eluent A nitrogen-rich COFs (NCOFs) demonstrated excellent re­ covery rates of 98.3 % for Y and 96.6 % for Euand remained efficient (> 90 % recovery) even after five cycles of use [152]. The coordination of the nitrogen atoms in the NCOF contributed to REEs adsorption. The functionalization of the NCOF with carboxylic acid groups enhanced the recovery of the REEs by increasing the number of coordination sites available for the REEs to bind to. Carboxylic acid groups enhanced re­ covery by increasing coordination sites and providing additional hydrogen bonding sites to facilitate adsorption from water. Modified sulfonic COFs exhibited high selectivity for the adsorption of La with a maximum adsorption capacity of 283.1 mg/g and high recovery rates, ranging from 92 % to 99 %, depending on the specific element. Sulfonic COFs were found to be easily regenerated and reused for multiple cycles of adsorption and desorption without significant loss of adsorption ca­ pacity or selectivity [153]. COF with high porosity, large surface area, and tunable properties preconcentrated REEs with recovery rates 9 Journal of Water Process Engineering 55 (2023) 104223 D.E. Al Momani et al. ranging from 88.9 % to 104.5 % for the 17 REEs tested including La, Ce, Pr, Nd, Sm, Eu, Gd, Tb, Dy, Ho, Er, Tm, Yb, Lu, Y, Sc, and Tb [154]. The building block choice also impacted COF performance, with pyridinebased COF having a higher adsorption capacity (14,804 mg/g) for La ions than triazine-based (135.1 mg/g)[155]. Additionally, honeycombshaped COFs were synthesized in deep eutectic solvents and exhibited exceptional selectivity with adsorption capacities up to 230 mg/g. The effects of various factors on the adsorption performance of the COFs, such as pH, contact time, and initial concentration of REEs were also investigated. The results suggest that the honeycomb-shaped COFs have great potential as effective and selective adsorbents for REEs, which are critical materials for various high-tech applications [156]. Despite the potential of COFs as a material for adsorption and their success in metal recovery from other sources, there is still limited research on the use of COFs for the recovery of REEs from wastewater or secondary resources, and it has yet to be determined whether COF has the ability to selectively separate REEs [157]. This gap in knowledge highlights the need for further investigation into the viability of COFs for REE recovery, particularly given the increasing demand for REEs in various industries and the need for sustainable methods of their extraction. anode is also immersed in the solution. When an electric current is applied, rare earth metals are reduced and deposited onto the cathode surface while the anode is oxidized. The deposited metals can then be scraped off from the cathode surface and further purified. The compo­ sition of the solution, the type of electrode used, and the applied current density are the main parameters affecting the recovery. Some studies have reported the feasibility and high recovery rates using electrode­ position from different resources [164]. However, dilute solutions can result in low metal recovery such as the case in some wastewater streams [165]. This is attributed to the low concentration of metal ions which can result in low current efficiency due to competing reactions (such as water oxidation), and a low mass transfer rate as the diffusion of metal ions to the electrode surface can be slow leading to a decrease in the rate of electrodeposition and recovery. This can be improved by preventing the hydrolysis of REEs and the occurrence of hydrogen evolution re­ actions, which can be achieved by optimizing process parameters, the use of molten salts, organic solvents, and ionic liquids, and introducing additives and ligands [23]. Ce and Nd were 92 % and 87 % recovered, respectively, while the presence of coexisting ions was found to reduce the recovery efficiency [166]. The effect of various parameters on the extraction efficiency of neodymium from neodymium magnets using a salt extraction process was investigated [26]. The efficiency increased with increasing temperature, time, and salt concentration and reached up to 98 % under optimized conditions. Meanwhile, the presence of impurities such as iron, cobalt, and nickel was reported to reduce that efficiency [26]. 4.2. Solvent extraction Solvent extraction, also known as liquid extraction, implies two different immiscible liquids, an organic solvent, and an aqueous mixture, to separate different compounds through the attraction of the desired component from the aqueous mixture [158]. It is widely applied due to its effective separation selectivity, extraction ability, and commercially applicable. However, the loss of ions through phase disengagement and the finite solubility of the solvents, modifiers, and extractants, being labor-intensive, time-consuming, and excessive amounts of solvent required, are among the main limitations of this process [9]. Solvation extractants, cation exchangers, and anion ex­ changers are the main three classes of extractants utilized for REEs re­ covery [9]. Due to the toxicity of the most used solvents in solvent extraction of REEs, the use of ionic liquid was proposed as an efficient, clean tech­ nique to extract REEs. It has favorable properties, including low flam­ mability, low vapor pressure, the ability to be used at wide ranges of temperatures, excellent thermal stability, and environmentally friendly [159]. Several studies have shown the ability of ionic liquids to act as effective agents in solvent extraction of REE [160]. A summary of some solvents incorporated in the use of solvent extraction for REEs extraction is shown in Table 6. 4.3.2. Electro-sorption Platforms such as capacitive deionization (CDI) [167], and mem­ brane capacitive deionization (MCDI) are fundamental in electrosorption. As these methods do not include the transfer of electrons be­ tween the electrolyte and the electrode, i.e., a non-Faradic process where the ion uptake, separation efficiency, and selectivity are limited [168]. The initial concentration of REE, pH, applied voltage and current density, electrode material, and the existence of interfering ions and other organic matters are the main factors affecting the recovery pro­ cess. Sodium diphenylamine sulfonate-modified activated carbon elec­ trode (SDPAS) was used to increase the adsorption capacity for REEs. The electrode has shown highly effective adsorbent material for La, Nd, and Ce ions with an adsorption rate of up to 60% [169]. Capacitive deionization (CDI) with cellulose-derived carbon as electrode materials showed higher selectivity for Ce with an efficiency of about 76 % compared to cross-linked cellulose adsorbents [170]. 4.3.3. Electrodialysis Electrodialysis employs two approaches for the separation of ions. First, electrochemical potential acts as the driving force for the mass transfer of ions. Second, a membrane allows some ions to pass while blocking others. Cerium was separated from wastewater by electrodi­ alysis/vacuum membrane distillation hybrid method with a rejection efficiency by up to 99.9 %. The removal efficiency was improved by increasing the flow rate, current density, and nitric acid concentration 4.3. Electrochemical recovery of REEs 4.3.1. Electrodeposition Electrodeposition or electrowinning has been explored for the re­ covery of metals since the 70s [22]. In REEs recovery, the process in­ volves immersing a cathode into a solution containing the metals. An Table 6 The use of solvent extraction for REEs extraction. Solvent REEs Initial concentration of REEs (ug/ L) pH Temperature (◦ C) Contact time (h) Removal (%) Ref Di-(2,3-dimethylbutyl)-phosphinic acid Y Nd Pr Gd Dy Yb Ce 960,000 2.65 17 2 [161] – 1 25 48 98,000 99,482 88 35 50 92 100 4.4 25 0.25 92 [159] Eu 151,964 4 32 1.5 98.5 [163] Di-(2-ethylhexyl) phosphoric acid Tetraoctylammonium oleate (functionalized ionic liquid) Trioctyl(2-ethoxy-2-oxoethyl)ammonium dihexyl diglycolamate 10 [162] D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 [83]. Electrodialysis is found to be ideal for recovering low-concentrated scandium from secondary sources. Li et al. used a system of electro­ chemical membrane process with a titanium electrode coated with Pt/Ir as an anode and a cathode of stainless steel in a sulfuric acid anolyte/ catholyte solution to recover Sc from wastewater. The results showed increases in the removal efficiency of Sc3+ of 99 % with increasing the solution pH and the feed concentration [72]. However, due to the similar ionic size and chemical behavior, the mechanism of selectivity is complicated. Electrodialysis was able to recover multiple elements in a mixture of a wide range of REE from fly ash solution. Neodymium, dysprosium, and terbium were successfully recovered by 62 %, 74 %, and 55 %, respectively [27]. Lima and Ottosen also investigated the recovery of REE from coal fly ashes in different solutions [28]. The electrodialysis method has proven to be effective for recovering the desired elements in electrolyte-mixed ions with high selectivity. Ln, Ce, Pr, Nd, Sm, Eu, Gd, Tb, Dy, Ho, Em, Tm, and Yb were all recovered over a metal electrode in NaClO4 condition [166]. Unlike precipitation, elec­ trodialysis does not need a high solution pH. Also, it eliminates the production of secondary waste, such as sludge, and the additional cost of operation. It can operate with diluted systems with lower REE concen­ trations than solvent extraction. It is environmentally friendly and can be added to the concept of sustainability and circular economy by converting waste into resources. However, the fouling of the membranes can reduce the efficiency of the process over time. Furthermore, the high cost of the membranes used in electrodialysis can make the process expensive. Fig. 4. Breakdown of global REE utilization by the ultimate customer in 2021 [177]. elements extracted from wastewater for eventual application in the production of such magnets, and catalysts, among other important in­ dustrial materials as presented in Fig. 5. According to U.S. Geological Survey, the prices of REEs exhibit a wide range of variability [178], with values ranging from <2$ to almost 1800$ per kilogram. Among the REEs used in the production of magnets, prices have undergone substantial increases in recent years. Conversely, Ce and La are currently experiencing an oversupply, resulting in a sta­ bilization or decline of their prices. The recycling process recovers only 2 % of the REEs from different secondary resources compared to 90 % of that for iron and steel [179]. Since the individual prices of REE differ markedly, the presence of high-value REE heavily influences the prof­ itability considering selected recovery technology. For example, Nd oxide has a value of $130/kg, while Ce oxide is sold at $1/kg, making the revenue from selling 1 kg of Nd oxide equivalent to over 100 kg of Ce. Both compositions of recovered REE from wastewater may vary from one to another, reflecting the geological background and anthropogenic activities and affecting its economic feasibility [180]. Wastewater with a high concentration of REE influences generates more REE and hence more revenue. However, recovering technology costs can negate the increased revenue and overall profit. The recovered REE from wastewater can also be used in developing wastewater treatment technologies enabling a circular economy appli­ cation. They can be used to enhance the efficiency of various treatment methods, such as adsorption, coagulation, and membrane filtration. 5. Utilization of REEs from wastewater in the context of a circular economy REEs are important components in today’s advanced technologies such as cellular phones, computer tablets, batteries, magnets, agricul­ ture, military devices, etc. [1,2,4,5,171]. The demand is projected to reach a market size of 2.5 trillion dollars by 2030 [1]. Recovery of REEs from wastewater can provide a driving force for a quantum leap from a linear economy, where materials are used once and then discarded as waste, which leads to resource depletion, environmental pollution, and economic inefficiency, to a circular economy approach that seeks to create closed-loop systems in which resources are kept as long as possible through continuous reuse and recycling, thereby reducing waste and conserving resources [172], as shown in Fig. 3. Utilizing wastewater for REEs recovery helps to create new markets for these valuable materials, reduces the need for new mining and processing operations, and creates novel employment opportunities, promoting a more sustainable and resource-efficient economy [173]. REEs have a wide range of applications across various high-tech in­ dustries, aerospace, medicine, and energy [174–176]. Fig. 4 summarizes the end-user distribution of REE consumption worldwide according to a Statista report [177]. According to the report, magnet production was the largest consumer, accounting for 43.2 % of global REE, while cata­ lyst production was the second. Nd, La, and Ce were the most abundant Fig. 3. Transition from a linear economy model to recovering REEs from wastewater in a circular economy. 11 D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 Fig. 5. Percentage distribution of the most frequently used wastewater borne REEs per end-use applications in 2021 (based on data from [181]). Recovered REEs can also be used as catalysts in advanced oxidation processes to degrade organic pollutants [182], just as ferric-based pho­ tocatalysts doped with Nd and Dy have been used for wastewater treatment [183]. The understanding of the economic viability of rare earth metal re­ covery from wastewater is still limited due to the difficulty in assessing the economic potential of REE recovery from specific wastewater. This is due to limited studies and information on economic analysis of any involved techniques such as capital costs, processing costs, electricity, utility, labor, and other costs. Another limitation is the absence of detailed pilot studies on the recovery of REE from wastewater. The presence of such studies would allow the assessment of process feasi­ bility on a small scale, provide valuable data on performance under realworld conditions, and identify potential issues that could arise upon scaling up, all of which build confidence in the recovery process. performance. Coordination absorbents such as COFs and MOFs have shown high selectivity and capacity for REE recovery. However, their synthesis and production are still challenging and require further opti­ mization to reduce the cost and improve the scalability for industrial applications. Organic solvents are commonly employed owing to their high selectivity, efficiency, and commercial viability. However, the high cost and the generation of large amounts of organic waste limit their applicability. Electrodialysis is effective for recovering multiple ele­ ments from a mixture of REEs, more selective than precipitation, and does not require a high solution pH or produce secondary waste. How­ ever, the fouling and the high cost of the membranes are the main drawbacks. Future research should focus on developing efficient and cost-effective recovery methods that can be scaled up for industrial applications. The use of advanced technologies such as membrane filtration and the development of hybrid technologies that combine multiple methods can further improve the efficiency and selectivity of REE recovery. Moreover, the environmental impact of REE recovery from wastewater should be carefully evaluated to ensure that the pro­ cess does not cause any adverse effects on the environment. The life cycle assessment of REE recovery from wastewater can provide valuable insights into the environmental impact of the process and help identify areas for improvement. The circular economy concept can ensure that REEs are converted to resources for others, minimizing waste and improving sustainability. REEs recovered from wastewater have potential applications, such as their incorporation into adsorbents leading to improved adsorption ca­ pacity, but current manufacturing processes limit their scalability. The economic viability of REE recovery from wastewater is still uncertain due to limited studies on economic analysis and the absence of pilot studies. Therefore, more research is needed to better understand the fate, behavior, and potential impacts of REEs during wastewater treat­ ment processes, as well as to develop sustainable and economically feasible methods for their recovery and reuse. 6. Conclusions REEs are critical elements that are widely used in various high-tech applications, such as electronics, magnets, and batteries. However, the current production of REEs is highly concentrated in a few countries, which poses a risk to the global supply chain. REEs presence in WWTPs highlights the need for effective monitoring and treatment strategies to minimize their release into the environment. Ce was the most commonly found LREE, whereas Gd was the most commonly detected HREE. Improved monitoring of REEs in water bodies is recommended to pre­ vent potential negative impacts they could have, the details of which are still developing. In addition, the need for the development of regulatory standards for these REEs in recycled water and drinking water was highlighted. Wastewater from various industrial processes, such as mining, met­ allurgy, and electronics, contains significant amounts of REEs. The re­ covery of REEs from wastewater can not only reduce environmental pollution but also provide a sustainable source of REEs. Pretreatment of REE wastewater has been effective in reducing its toxicity and recov­ ering valuable components for reuse. Adsorbents have shown great potential for the recovery of REEs from various sources, including wastewater. Carbon-based adsorbents, polymeric adsorbents, natural adsorbents, and coordination absorbents have been studied due to their high selectivity, low cost, and ease of regeneration. Carbon-based ad­ sorbents have been widely used for REE recovery due to their high surface area and porosity. However, they suffer from low selectivity and require pre-treatment to enhance their performance. Polymeric adsor­ bents have shown high selectivity for REEs but suffer from low capacity and poor stability. Natural adsorbents are renewable and environmen­ tally friendly but require further optimization to enhance their Funding This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. 12 D.E. Al Momani et al. Journal of Water Process Engineering 55 (2023) 104223 Table A1 Rare earth elements. 1 2 3 4 5 6 7 8 9 REE Symbol Atomic Number Cerium Dysprosium Erbium Europium Gadolinium Holmium Promethium Lanthanum Lutetium Ce Dy Er Eu Gd Ho Pm La Lu 58 66 68 63 64 67 61 57 71 10 11 12 13 14 15 16 17 REE Symbol Atomic Number Neodymium Praseodymium Samarium Terbium Thulium Ytterbium Scandium Yttrium Nd Pr Sm Tb Tm Yb Sc Y [15] C.E.D. Cardoso, J.C. Almeida, C.B. Lopes, T. Trindade, C. Vale, E. Pereira, Recovery of rare earth elements by carbon-based nanomaterials—a review, Nanomaterials. 9 (2019), https://doi.org/10.3390/nano9060814. [16] D.L. Ramasamy, V. Puhakka, E. Repo, S. Ben Hammouda, M. 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