3.1. Optimization of Synthesis Parameters for Na-Type Zeolite
To optimize the preparation conditions for coal-gangue-based Na-type zeolite, an orthogonal experimental design using an L16 (53) orthogonal array was conducted. Five factors were selected for evaluation: the alkali-to-gangue ratio, aging time, aging temperature, crystallization temperature, and crystallization time. Each factor was tested at three levels. The phosphate adsorption capacity of the synthesized zeolite was used as the performance evaluation index.
Range analysis was employed to determine the relative influence of each factor on the phosphate adsorption capacity [
15]. A detailed factor-level table is provided (
Table 1). During the experiments, 0.3 g of the synthesized zeolite was added to 50 mL of phosphate solution with an initial concentration of 50 mg/L. The mixture was shaken at 150 rpm for 36 h in a thermostatic shaker at 25 °C. Afterward, samples were collected to measure the residual phosphate concentration, and the adsorption capacity was calculated. The experimental data were analyzed using the range analysis method to identify the most significant factors affecting phosphorus adsorption.
As shown in
Table 2, among the selected synthesis parameters for coal-gangue-based Na-type zeolite, aging time had the most significant influence on the phosphorus adsorption performance, while hydrothermal crystallization time exhibited the least impact. This suggests that adequate aging is critical for enhancing the reactivity and homogeneity of raw materials during the alkali fusion and zeolite crystallization processes.
The optimal synthesis conditions were determined to be an alkali-to-gangue ratio of 1:1, an aging time of 12 h, an aging temperature of 20 °C, a crystallization time of 12 h, and a crystallization temperature of 130 °C. Under these conditions, the synthesized zeolite achieved a maximum phosphate removal efficiency of 96%, with an adsorption capacity of 15.98 mg/g. These findings demonstrate that coal gangue can be effectively converted into high-performance zeolitic adsorbents through controlled alkali fusion–hydrothermal treatment, offering a promising strategy for both solid waste valorization and phosphorus pollution mitigation.
3.2. Adsorption Behavior and Mechanism of Phosphorus
3.2.1. The Effects of Environmental Operational Parameters
The dosage of the adsorbent significantly impacts the adsorption behavior and performance. So, the influence of the coal-gangue-based Na-type zeolite dosage on phosphate removal was investigated, as illustrated in
Figure 3a. As the adsorbent dosage increased from 1 g/L to 4 g/L, the phosphate removal efficiency improved markedly from 51% to 96%. However, when the dosage increased from 3 g/L to 4 g/L, the removal efficiency showed negligible change.
Considering both process cost (minimal dosage) and treatment efficiency (removal rate ≥90%), we determined the optimal dosage to be 3 g/L. Under this condition, the adsorbent exhibited excellent performance, achieving a removal efficiency of 96% and a corresponding adsorption capacity of 15.98 mg/g. These results indicate that an appropriate dosage of coal-gangue-derived Na-type zeolite can effectively balance treatment efficacy and material economy in phosphate adsorption applications.
The initial pH of the solution significantly influences the phosphate adsorption performance of coal-gangue-based Na-type zeolite [
17]. As the pH increased from 3 to 11 (
Figure 3b), a clear decline in the adsorption capacity was observed, suggesting a relatively stable interaction between phosphate species and the zeolite surface in acidic-to-near-neutral conditions. However, when the pH increased beyond 7, the adsorption capacity dropped sharply. This decline can be explained by the increased concentration of hydroxide ions (OH
−) on the zeolite surface at higher pH levels, which leads to intensified competition with phosphate species (HPO
42− and PO
43−) for active adsorption sites, primarily attributed to changes in cation solubility, the surface charge of the adsorbent, and the speciation of phosphate in solution [
18]. As a result, the phosphate removal efficiency of the zeolite was significantly reduced under alkaline conditions [
19]. These results indicate that in wastewater treatment applications, optimizing the pH value is of vital importance for enhancing the adsorption efficiency of phosphorus removal by coal-gangue-based sodium-type zeolites.
In real aquatic environments, coexisting anions may compete with phosphate for active adsorption sites on coal-gangue-based Na-type zeolites. In this study, the influence of four common anions—Cl
−, NO
3−, SO
42−, and CO
32−—on phosphate removal was systematically investigated. As shown in
Figure 3c, all tested anions exhibited varying degrees of inhibitory effects on phosphate adsorption, following the order of CO
32− > SO
42− > NO
3− > Cl
−.
The observed competition can be interpreted using the Hard and Soft Acids and Bases (HSABs) theory, which posits that hard acids preferentially coordinate with hard bases and soft acids with soft bases [
20]. Phosphate (PO
43−), a highly charged, low-polarizability tetrahedral anion, tends to form stable coordination bonds with hard acid sites (e.g., Fe
3+, Al
3+, Ca
2+) present on the zeolite surface, such as ≡Fe–O–PO
3 [
21]. Among the competing anions, SO
42− shares similar physicochemical characteristics with PO
43−—a high charge and low polarizability—allowing it to compete effectively for the same hard acid sites and form ≡Fe–O–SO
3 bonds. However, due to its lower charge density, the binding strength of SO
42− is slightly weaker than that of PO
43− [
22].
CO
32−, another hard base, not only competes for binding sites but also precipitates with Ca
2+ as CaCO
3, thereby reducing the availability of free Ca
2+ for calcium phosphate precipitation. This indirect effect further inhibits the phosphate removal efficiency [
23]. In contrast, Cl
−, characterized by a low charge and high polarizability, is classified as a soft base with weak affinity for hard acid sites. Although Cl
− cannot effectively displace phosphate from binding with Fe
3+ or Al
3+, it may slightly reduce electrostatic attraction by compressing the electrical double layer via ionic strength effects [
24]. NO
3−, with lower charge density and slightly higher polarizability than PO
43−, is also a hard base but shows limited competitive interaction due to its weaker coordination ability with hard acid sites [
25]. Overall, the inhibitory effects of coexisting anions on phosphate adsorption followed a descending trend of CO
32− > SO
42− > NO
3− > Cl
−, highlighting the importance of considering ionic composition in practical applications of zeolite-based phosphate removal systems.
3.2.2. Adsorption Kinetics
As shown in
Figure 4, the phosphate adsorption efficiency of the coal-gangue-based Na-type zeolite increased rapidly during the initial 24 h, which can be attributed to the abundance of available active sites on the zeolite surface. After 24 h, the adsorption process gradually approached equilibrium, indicating saturation of the adsorption sites. This two-stage behavior—an initial rapid uptake followed by a slower equilibrium phase—is typical of solid–liquid adsorption systems. The equilibrium adsorption capacity was determined to be 15.98 mg/g, with a phosphate removal efficiency exceeding 95%.
To further elucidate the adsorption mechanism, the kinetic data were fitted using several commonly employed models: the pseudo-first-order, pseudo-second-order, Elovich, and intraparticle diffusion models [
26]. These models help evaluate the rate-controlling steps and potential adsorption mechanisms involved in the phosphate removal process. The corresponding mathematical expressions for these models are provided below:
The pseudo-first-order equation:
The pseudo-second-order equation:
The intraparticle diffusion model:
The adsorption capacity at time t is denoted as qt (mg/g), while qe (mg/g) represents the equilibrium adsorption capacity. The constant K1 (min−1) corresponds to the rate constant of the pseudo-first-order kinetic model, and K2 (g·mg−1·min−1) is the rate constant of the pseudo-second-order model. The constant kp (mg·g−1·min1/2) in the intraparticle diffusion model reflects the diffusion rate within the adsorbent particles. C is the surface characteristic constant of the adsorbent.
The pseudo-first-order kinetic model (R
2 = 0.98) provided a better fit to the experimental data compared to the pseudo-second-order (R
2 = 0.96) and Elovich models (R
2 = 0.95), indicating that physical adsorption was the predominant mechanism during the initial stage of phosphate uptake. This suggests that phosphate ions were primarily adsorbed onto the surface of the Na-type zeolite through van der Waals forces or electrostatic interactions [
27]. However, the pseudo-second-order model yielded a calculated equilibrium adsorption capacity (15.898 mg/g) that closely matched the experimental value, implying that chemisorption may also contribute to the overall adsorption process [
28].
The adsorption process of phosphate onto coal-gangue-based Na-type zeolite can be divided into four primary stages: bulk diffusion, film diffusion, intraparticle diffusion, and surface adsorption [
29]. According to the intraparticle diffusion model, the adsorption process involves two distinct phases. The initial linear portion of the plot corresponds to external film diffusion, while the subsequent linear region is associated with intraparticle diffusion within the porous structure of the adsorbent [
30]. Notably, the multilinear plot does not pass through the origin, suggesting that phosphate adsorption onto the zeolite is a complex, multi-mechanism process involving both surface interaction and pore diffusion.
Moreover, the comparison of the two intraparticle diffusion rate constants (Kp
1 and Kp
2) in
Table 3 reveals that Kp
1 is approximately 7.5 times greater than Kp
2, indicating that intraparticle diffusion is likely the rate-limiting step in the overall adsorption process.
3.2.3. Adsorption Isotherms
At adsorption equilibrium, isotherm models are employed to quantitatively describe the relationship between the amount of adsorbate retained on the solid phase and its equilibrium concentration in the liquid phase, thereby providing insight into the underlying adsorption mechanisms. Among the classical models, the Langmuir isotherm assumes monolayer adsorption onto a homogeneous surface with identical binding sites and no interaction between adsorbed molecules. In contrast, the Freundlich model is empirical and accounts for multilayer adsorption onto heterogeneous surfaces.
These models are fundamental for understanding the surface characteristics and adsorption behavior of the materials. The Langmuir isotherm, in particular, is based on a theoretical framework that presumes uniform adsorption sites and single-layer coverage without lateral interactions among adsorbed molecules [
31]. The corresponding equation is expressed as follows:
The Freundlich adsorption isotherm is an empirical model that describes multilayer adsorption onto heterogeneous surfaces. Unlike the Langmuir model, it assumes that the adsorption sites are not equivalent and that the adsorption energy decreases exponentially with surface coverage. This model is particularly useful for characterizing adsorption processes involving surface heterogeneity and variable affinity. The mathematical expression of the Freundlich isotherm is given as follows:
In the above equations, qe (mg/g) and Ce (mg/L) represent the equilibrium adsorption capacity and the residual phosphorus concentration, respectively. In the Langmuir model, qm (mg/g) denotes the maximum adsorption capacity predicted under monolayer adsorption, while KF (L/mg) is the Langmuir constant related to the affinity of the binding sites. In the Freundlich model, KF (L/mg) is a constant indicative of adsorption capacity, and n is the heterogeneity factor reflecting adsorption intensity. A higher n value indicates stronger adsorption affinity and greater adsorption efficiency of the material.
As shown in
Figure 5, increasing the initial phosphate concentration from 50 mg/L to 150 mg/L, along with elevating the reaction temperature from 15 °C to 45 °C, significantly enhanced the phosphate adsorption performance of the coal-gangue-based Na-type zeolite. Higher temperatures shortened the diffusion path of phosphate ions within the mesoporous structure and enhanced mass transfer efficiency at the solid–liquid interface.
The Langmuir and Freundlich constants and their corresponding correlation coefficients for coal-gangue-based Na-type zeolite are presented in
Table 4. Both isotherm models demonstrated an excellent fit to the adsorption data, with R
2 values exceeding 0.95. This indicates that within the tested temperature range, phosphate adsorption onto the coal-gangue-based Na-type zeolite involves a combination of chemisorption and physisorption mechanisms. The adsorbent provides both homogeneous monolayer adsorption sites, as described by the Langmuir model, and heterogeneous active sites, as reflected by the Freundlich model. Notably, the heterogeneous sites exhibit a slightly stronger affinity for phosphate adsorption than other sites.
Furthermore, the maximum adsorption capacity (qm) increased with temperature, rising from 31.24 mg/g at 15 °C to 34.87 mg/g at 45 °C. This trend, alongside the continuous increase in the Langmuir constant (KL), suggests that the adsorption process is endothermic. Higher temperatures promote phosphate diffusion and enhance the exposure of active sites, although a slight decrease in the surface affinity of the adsorbent was observed.
In the Freundlich isotherm model, the parameter
n reflects the adsorption affinity between the adsorbate and the adsorbent. Values of
n within the range of 2 to 10 indicate favorable adsorption;
n = 1 corresponds to a linear adsorption process, while
n < 0.5 suggests poor adsorption capacity [
31]. As shown in
Table 4, the
n values for phosphate adsorption by coal-gangue-based Na-type zeolite are all greater than 2, indicating that the material has a strong affinity for phosphate uptake.
3.2.4. Adsorption Thermodynamics
Temperature is a critical factor influencing both the adsorption efficiency and equilibrium capacity of an adsorbent. In this study, the effect of varying temperatures (15 °C, 30 °C, and 45 °C) on the phosphate adsorption performance of coal-gangue-based Na-type zeolite was systematically investigated. The results demonstrated that increasing temperature enhanced both the adsorption efficiency and the maximum adsorption capacity.
Previous studies have shown that in a solid–liquid adsorption system, two concurrent processes occur: solute adsorption and solvent desorption. The adsorption of solute molecules by the adsorbent leads to a decrease in system entropy due to reduced molecular freedom, whereas solvent desorption contributes to an increase in entropy. The interplay between these opposing entropy changes is a key factor governing the adsorption behavior [
32].
The thermodynamic parameters related to phosphate adsorption were calculated using the following equations:
The thermodynamic parameters—Gibbs free energy (ΔG°), enthalpy (ΔH°), and entropy (ΔS°)—were employed to evaluate the influence of temperature on the adsorption mechanism and spontaneity of phosphate removal by coal-gangue-based Na-type zeolite. The results are illustrated in
Figure 6, and the corresponding equilibrium constants and thermodynamic values are summarized in
Table 5.
The calculated ΔG° values were negative at all studied temperatures, indicating that the phosphate adsorption process is spontaneous. Furthermore, the magnitude of ΔG° decreased with increasing temperature, suggesting that higher temperatures enhance the adsorption rate and favor the overall adsorption process. A positive ΔH° value confirms that the adsorption is endothermic, meaning that heat input promotes greater phosphate uptake on the zeolite surface. This is consistent with the observed increase in adsorption capacity at elevated temperatures.
The positive ΔS° value indicates an increase in system disorder during adsorption, which can be attributed to the enhanced mobility of phosphate ions and the release of water molecules from hydration shells as adsorption proceeds. This increase in entropy further supports the favorable nature of the adsorption process at higher temperatures. Together, these thermodynamic findings suggest that phosphate adsorption onto coal-gangue-based Na-type zeolite is a spontaneous and endothermic process, with increased temperature enhancing both the adsorption capacity and molecular disorder at the solid–liquid interface.
3.2.5. Analysis of Saturated Phosphorus Forms in Coal-Gangue-Based Na-Type Zeolite
To further elucidate the phosphate removal mechanism of coal-gangue-based Na-type zeolite, a sequential extraction method was employed to differentiate the adsorbed phosphorus into five fractions: soluble phosphate (S-P, extracted with NH
4Cl solution), aluminum-bound phosphate (Al-P, extracted with NH
4F and H
3BO
3 solutions), iron-bound phosphate (Fe-P, extracted with NaOH solution), calcium-bound phosphate (Ca-P, extracted with H
2SO
4 solution), and occluded phosphate (O-P, extracted with a mixture of Na
3C
6H
5O
7·2H
2O, NaHCO
3, and Na
2S
2O
4) [
33].
As shown in
Figure 7, the dominant phosphorus species after adsorption were Ca-P (37%) and Al-P (35%), accounting for over 72% of the total adsorbed phosphate. Occluded phosphate represented approximately 21%, while Fe-P and soluble phosphate contributed only 1.8% and 5.2%, respectively. These results suggest that the adsorption of phosphate onto the modified zeolite is governed by a synergistic mechanism involving both physical and chemical adsorption. This finding is consistent with the earlier kinetic and isotherm analyses, further supporting the material’s high affinity and specificity for phosphate binding through ligand exchange and surface precipitation pathways.
3.3. Mechanism of Phosphate Adsorption onto Coal-Gangue-Based Na-Type Zeolite
The phosphate adsorption mechanism of coal-gangue-based Na-type zeolite was further elucidated through surface morphology analysis using scanning electron microscopy (SEM). As shown in
Figure 8a, prior to adsorption, the zeolite exhibited a well-developed porous structure characterized by microcracks and a loose surface morphology, indicative of typical zeolite crystallinity. This rough and irregular surface facilitates enhanced contact with phosphate ions and increases the number of exposed active sites, thereby promoting chemisorption.
After phosphate adsorption, the SEM image in
Figure 8b reveals that the zeolite surface becomes coated with a layer of crystalline material, appearing relatively smooth and with fewer visible pores. This morphological transformation supports the hypothesis that ligand exchange primarily occurs at the surface active sites of the zeolite, where phosphate ions bind through chemical interactions [
34].
These findings, consistent with previous adsorption kinetic and isotherm results, confirm that both surface structural characteristics and active site availability play crucial roles in phosphate removal.
X-ray fluorescence (XRF) analysis was employed to investigate changes in the elemental composition of the coal-gangue-based Na-type zeolite before and after phosphate adsorption. As shown in
Table 6, the zeolite predominantly contains Al, Si, and Ca, indicating that these elements play important roles in the phosphate removal process. Following phosphate adsorption, a marked increase in phosphorus (P) content was observed, confirming the effective adsorption capacity of the zeolite. Concurrently, a decrease in the relative intensities of the Al and Ca peaks was also noted, which may be attributed to partial hydrolysis or the involvement of these elements in surface complexation or precipitation reactions during adsorption [
15]. These findings suggest that the phosphate removal mechanism involves not only surface adsorption but also possible chemical interactions with Al- and Ca-containing functional groups within the zeolite framework.
The specific surface area and pore structure of the coal-gangue-based Na-type zeolite were characterized using a fully automated BET surface area analyzer. As shown in
Figure 9a, the material exhibited a specific surface area of 8.82 m
2/g, a total pore volume of 0.0009 cm
3/g, and an average pore diameter of 22.20 nm. The mesoporous fraction displayed an average pore size of 29.83 nm.
These results indicate that the material possesses a mesoporous structure, which facilitates the diffusion of phosphate ions and provides accessible pathways to active adsorption sites, thereby contributing to its overall phosphate removal efficiency.
Figure 9b presents the X-ray diffraction (XRD) patterns of the raw coal gangue and the coal-gangue-based Na-type zeolite synthesized via alkali fusion–hydrothermal crystallization. Phase identification was conducted using the Jade 6.5 software with standard reference cards. The raw coal gangue primarily consisted of SiO
2, CaCO
3, and CaAl
2Si
2O
8, with no detectable peaks corresponding to typical zeolite structures. In contrast, the synthesized material exhibited distinct characteristic diffraction peaks corresponding to Na-type zeolite phases such as Na
3.
6Al
3.
6Si
12.
4O
32·14H
2O and Na
6Al
6Si
10O
32(H
2O)
12, confirming the successful formation of crystalline zeolite. These results demonstrate that the alkali fusion–hydrothermal method is an effective and feasible approach for converting coal gangue into Na-type zeolite, which exhibits strong potential for phosphate removal applications [
35].
As shown in
Figure 9c, the raw coal gangue exhibited a broad absorption band at 3427 cm
−1, attributed to the O–H stretching vibrations of hydroxyl groups or adsorbed water. After phosphate adsorption, the absorption peak at 980.3 cm
−1 was enhanced and slightly shifted, which can be attributed to the substitution of surface hydroxyl groups (e.g., ≡Si–OH or ≡Al–OH) by phosphate ions, resulting in the formation of ≡Si–O–PO
3− or ≡Al–O–PO
3− bonds. This structural transformation alters the vibrational modes of Si–O and Al–O bonds, indicating that chemical bonding plays a dominant role in the adsorption process [
36].
Moreover, the disappearance of the characteristic peak at 1448 cm
−1 after adsorption suggests that phosphate binding occurred primarily through newly exposed surface functionalities—such as mesopores, hydroxyl groups, and metal oxide active sites—rather than involving regeneration of the original functional groups. These findings confirm that the alkali fusion–hydrothermal crystallization process effectively removes inert components from raw coal gangue, exposing active sites (e.g., Al–OH and Si–O
−) and thereby significantly enhancing the material’s phosphate adsorption capacity [
37].
Based on adsorption experiments and kinetic, isotherm, and thermodynamic models, combined with comprehensive characterization techniques including SEM, XRD, XRF, and FTIR, the phosphate adsorption mechanism of coal-gangue-based Na-type zeolite (
Figure 10) is summarized below.
Ion exchange: Ion exchange is a mass transfer process that involves the exchange of ions between a solid adsorbent and the liquid phase. During phosphate adsorption, phosphate ions (PO43−) replace exchangeable metal cations such as Na+ and Ca2+ present in the zeolite structure. The alkali fusion–hydrothermal modification significantly increases the Na+ content in the zeolite, thereby enhancing its ion exchange capacity and improving the phosphate removal efficiency.
Surface complexation: Surface complexation involves the formation of chemical bonds between phosphate ions and active functional groups on the zeolite surface. This process releases H
+ ions and consumes hydroxyl groups. The binding affinity and stability of metal–phosphate complexes on the zeolite surface vary depending on factors such as the ionic radius, valence state, and electronic configuration of the metal ions involved [
38].
Physical adsorption: Physical adsorption is driven by weak intermolecular forces, including van der Waals interactions, dispersion forces, induction forces, and electrostatic attractions. Phosphate ions are adsorbed onto the zeolite surface through these reversible interactions, establishing a dynamic equilibrium between adsorption and desorption [
39,
40]. Both van der Waals forces and electrostatic attractions contribute to the physical adsorption of phosphate onto the coal-gangue-based Na-type zeolite.
3.5. Regeneration Study and Actual Water Body Effects
In order to evaluate the reusability and stability of the gangue-based Na-type zeolite, five successive adsorption–desorption cycles were conducted (
Figure 11). The results demonstrate that the material maintains high stability during the first four cycles. The initial adsorption capacity was 15.98 mg/g with a phosphate removal efficiency above 95%. After the second and fourth cycles, the adsorption capacities were 15.64 mg/g (2.1% decrease) and 15.55 mg/g (2.7% decrease), respectively, indicating negligible performance loss. In the fifth cycle, the adsorption capacity decreased to 10.99 mg/g (31.2% reduction), which is likely due to partial pore blockage and exhaustion of active sites after repeated regeneration.
Importantly, these results confirm that the gangue-based Na-type zeolite exhibits excellent reusability and structural stability over at least four cycles, with only moderate loss observed in the fifth cycle. Moreover, alkaline regeneration not only enables material reuse but also facilitates phosphate recovery from the regenerant solution, thereby reducing the risk of secondary pollution. The phosphate-rich alkaline eluate can be further processed to precipitate calcium phosphate, enabling nutrient recovery and minimizing solid waste generation.
The phosphorus removal efficiency in real water samples was then evaluated to assess the material’s practical purification effect. As shown in
Figure 12, the new sodium-type zeolite efficiently reduced the phosphate concentrations from 3.1 mg/L and 0.9 mg/L to below 0.015 mg/L. The phosphorus removal rates in both domestic sewage and municipal effluent exceeded 98% within 2 h, demonstrating strong phosphate retention and minimal desorption. These results confirm the excellent performance and practical applicability of the gangue-based Na-type zeolite in real wastewater systems.
3.6. Economic and Environmental Analysis
The gangue-based Na-type zeolite was synthesized under the optimal condition of an alkali-to-gangue ratio of 1:1. Based on current market prices, the cost of NaOH is about 0.30–0.80 USD/kg, while coal gangue is industrial solid waste that is abundantly available at negligible or near-zero cost. Accordingly, the estimated preparation cost of the adsorbent is 0.15–0.40 USD/kg, which is substantially lower than that of conventional commercial zeolites (typically 1–3 USD/kg) or specialty modified sorbents [
48,
49,
50,
51].
In addition to the low raw material cost, the adsorbent exhibited good regeneration ability, retaining more than 97% of its phosphate adsorption capacity after four reuse cycles. This recyclability further reduces the effective treatment cost per cycle.
From an environmental perspective, the use of coal gangue not only diverts large volumes of industrial solid waste from landfill but also converts it into a value-added material for water remediation. Furthermore, the spent zeolite, enriched with phosphate, shows potential as a soil amendment. As shown in
Table 8, we analyzed the contents of conventional heavy metals (Cd, Cu, Pb, Cr, and Zn) in the used zeolite and compared them with the soil pollution risk screening values in China (6.5 < pH ≤ 7.5, GB 15618-2018) [
52]. The measured concentrations were far below the threshold values, indicating low ecological risk and supporting its potential application as a nutrient-rich soil amendment.
Compared with engineering alternatives such as sediment dredging or large-scale ecological restoration, which are labor-intensive and costly, the coal-gangue-based Na-type zeolite provides a more convenient, efficient, and economically viable solution for phosphorus control in eutrophic waters. This dual advantage of industrial waste valorization and low-cost pollutant removal highlights the strong potential of the proposed adsorbent for large-scale environmental applications.