Abstract
Limestone mining waste and its derived CaO were checked as an adsorbents of pb2+, Cu2+, and Cd2+ ions from water solution. The characterization of Limestone and calcined limestone was studied by using X-ray diffraction (XRD), Fourier transform infrared spectroscopy (FTIR), thermogravimetric analysis (TGA), Scanning Electron Microscope (SEM), and Surface area measurements (BET). The optimum conditions of sorbent dosage, pH, initial concentration, and contact time factors were investigated for pristine limestone and calcined limestone absorbents. The results indicate that the optimum initial concentrations of (Ci) were 1200, 500, and 300 ppm for Pb, Cu, and Cd, respectively, using calcined limestone adsorbent, while using the pristine limestone adsorbent, the corresponding optimum initial concentrations were 700, 110, and 50 ppm. In the ternary system sorption, the results indicated that the selectivity sequence of the studied metals by limestone can be expressed as Pb2+ > Cd2+ > Cu2+, while calcined limestone exhibits a higher selectivity for Pb2+ compared to Cu2+ and Cd2+. Hence, various adsorption isotherm and kinetic models were examined to explore different patterns and behaviors of adsorption. So, the results indicate that calcined limestone has great potential for eliminating cationic heavy metal species from industrial water solutions.
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Introduction
Water toxicity by hazardous substances such as heavy metals is a critical issue worldwide, necessitating that all harmful effluents be cured to reduce their harmful effects. Many industries, e.g., battery manufacturing, metal plating, mining, ceramic, glass, etc., are the main factors that increase the concentration of heavy metals in the environment and are accountable for heavy metal contamination1,2,3,4,5,6. Lead (Pb), cadmium (Cd), and copper (Cu) are examples of the category of seriously perilous heavy metals7,8. In addition, these metals in an aqueous solution may exist as free ions, soluble salts, ligand-associated ions, or ions bound to particulate matter9. The existence of elevated levels of these metals in the environment may provoke chronic health risks to humans and ecosystems 10. For instance, lead poisoning can have a deleterious impact on the central neural system11. Long-range exposure to cadmium complexes may trigger osteoporotic bones, kidney damage, and even death. Moreover, these complexes are foreseeable human carcinogens12,13. The effects of excess copper in the body are nausea, vomiting, plus eventual death14. Heavy metals can also contaminate soil and groundwater, which could harm plants and animals over the long run15. Therefore, the world is trending towards reliable, low-cost, and practical methods for wastewater treatment.
The traditional techniques for removing heavy metal ions from an aqueous solution are chemical precipitation16,17,18,19, nanofiltration20,21, ion exchange22,23, electrolytic treatment24, coagulation-flocculation25, and adsorption26,27. Among these technologies, adsorption is an effective method for purifying contaminated water, because of its User-simplicity, and Passivity28.
Adsorbents that are used in adsorption processes can be recycled and used again29,30.
In recent times, Various varieties of adsorbents have been investigated for removing heavy metals from water. For example, activated carbon31,32,33 is the most commonly utilized adsorbent, carbon nanotubes34, and metal–organic frameworks (MOFs)35 and zeolite minerals27,36, these adsorption agents have high surface areas; nevertheless, these adsorbents can be highly costly and arduous to prepare37. So, it’s essential to use adsorbents that are cheap, available, eco-friendly, and simple to prepare28.
Worth mentioning, there are many industrial, metallurgical, agricultural waste, and natural materials have been investigated as adsorbents for wastewater treatment38,39. For example, adsorbents that have been investigated are calcite9,40, sawdust41, metallurgical slags42, iron oxides43, siderite44, siderite/limestone45, activated phosphate46,47, zeolites48, and so on.
Among all the aforementioned adsorbents, adsorption using commercial activated carbon has been widely studied as an efficient adsorbent for heavy metal ions49. Commercial activated carbon illustrates significant adsorption ability in gas and liquid phases due to its high micropore volume, large specific surface area (SSA), favorable pore size distribution, thermal stability, and capability for rapid adsorption and low acid/base activity. Despite the advantages of the adsorption method, some disadvantages, including high preparation and recovery costs and the need for specialists, limit its use50. Thus, extensive research studies have been performed to find a low-cost alternative to commercial activated carbon with high adsorption capacity51.
The present work concerns the study of the utilization of Abu Tartur phosphate mining rock wastes. The values of these rock wastes must be considered in a feasibility study, particularly in the context of future continuous mining activities for phosphates. In this regard, it is worth mentioning that the Egypt Phosphate Company in the Abu Tartur sector has adopted a new and effective policy for the treatment of mining rock wastes. They classify and dump the wastes according to different rock types or grades.
The present work, therefore, aims to utilize the mining rock waste limestone from the Abu Tartur area to minimize environmental pollution and to address environmental problems such as the removal of heavy metals (Pb2⁺, Cu2⁺, Cd2⁺) from polluted water.
Materials and methods
Materials
All chemicals used obtained from commercial sources were of analytical grade. Merck product stocks of Pb2+, Cd2+, and Cu2+ standard solutions (1000 ppm) were used in the preparation of the contaminated water solution.
Limestone mining wastes were collected due to the activity Misr phosphate of company at Abu Tartur area, Egypt. calcined limestone (CaO) was prepared from limestone after ground and thermally decomposed at a temperature of 1100 °C for 2 h.
XRD, FT-IR, TGA, SEM, and BET Characterizations of the absorbents were carried out using the following instruments:
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i.
X-ray diffractometer with CuKα radiation generated at 40 kv and 30 mÅ. The powdered samples were scanned between 4° and 60° 2θ.
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ii.
Nicolet FT-IR spectrophotometer (model 6700) equipped with a data station.
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iii.
Thermal Analysis (DSC/TGA) was performed using the STA PT1600.
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iv.
SEM using JEOL Scanning Electron Microscope (Model: JSM-5400LV, Tokyo, Japan).
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v.
The specific surface areas of limestone and calcined limestone samples were measured using the Brunauer–Emmett–Teller (BET) method. The results were obtained by adsorption of nitrogen at 77 K using surface analysis (Micromeritics, USA, ASAP 2010). Before analysis, the samples were degassed under vacuum at 110 °C for 5 h.
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vi.
Pb2+, Cd2+, and Cu2+ concentrations analysis were determined using Atomic Absorption Spectrophotometer (AAS) Perkin Elmer. All investigations and analyses were carried out at Assiut University.
Batch adsorption experiments
The batch method is frequently used to acquire data on removal effectiveness under equilibrium conditions6. A batch equilibrium experiment was carried out at room temperature using Pb, Cu, and Cd solutions in a mono and multi-metal sorption system in order to determine the efficiency of the pristine limestone and calcined limestone synthesized as adsorbents of heavy metals. The experiments were performed by adding a pre-determined amount of adsorbents (limestone or calcined limestone) to 25 mL of heavy metal-bearing solution with varying initial concentrations in 50 mL Erlenmeyer flasks. The flasks were placed in a rotary shaker at a constant speed of 100 rpm. At specific time intervals, samples were withdrawn out and centrifuged at 3500 rpm for 10 min. The supernatants were then filtered to ensure the solutions were free from adsorbent particles before measuring the residual heavy metal concentration. The amount of metal adsorbed and the percentage removal of heavy metals were calculated using the following Eqs. (1 and 2):
where qe represents the amount adsorbed, while Ci and Ce respectively denote the initial and equilibrium concentrations of heavy metals (Pb2+, Cu2+, Cd2+). V is the solution volume, and m refers to the adsorbent weight.
Different solutions with different pH, contact time, initial concentration, and adsorbent dosage for each metal were used to evaluate the performance of the sorbents (Limestone and calcined limestone).
Results and discussion
Characterization
Crystallographic and chemical analysis
Figure 1 shows the crystallographic unit cells of the three phases (CaCO3 calcite, CaO∗, and CaO lime) that would be expectedly involved in the calcination reaction52.
Schematizes the evolution from calcite to metastable CaO after calcination52.
The limestone (CaCO3) was decomposed as the following Eq. (3)53:
where s refers to solid and g refers to gas.
Major oxide analyses of calcined limestone (CaO) were carried out using os-ICP are given in Table 1. The results illustrated that after calcination to 1100 °C, CaO is the main component and represented by 99.74%, with subordinate amounts of MgO (0.2%) and FeO (0.06%).
Calcium oxide known as quicklime, is a white, crystalline solid. It is commonly used in various industrial processes, such as cement production54 and wastewater treatment.
X-ray diffraction (XRD)
The results of the XRD diffractogram of limestone mining wastes and calcined samples (at T = 1100 °C) are shown in Fig. 2a,b. Based on the Joint Committee on Powder Diffraction Standards (JCPDS), the XRD analysis of limestone powder shows distinct reflections of the calcite crystals (CaCO3) phase at 2θ angles of 29.4°, 39.4°, and 43.1° 55 according to JCPS card number 05-086. Aragonite crystal phase is also identified at 2θ 31.2° based on JCPDS card number (05-0453) and 48.5° 56,57. Calcite is the main mineral phase composition of the limestone powder samples.
After calcining the limestone at 1100 °C for 2 h, the diffraction lines attributed to CaCO3 species disappear (Fig. 2b) due to the liberation of CO2, giving rise to a new diffraction line mainly located at 33.9° which is attributed to CaO (JCPDS card number 96-900-6716).
Fourier Transform Infrared Spectroscopy (FT-IR) analysis
The FTIR spectroscopy of powdered limestone (adsorbent) mining waste before the adsorption processes is presented in Table 2 and Fig. 3a. The carbonate phase presents with significant characteristics peaks at 1428 (ν3), 877 (ν2), and 714 cm−1 (ν4) which correspond to the carbonate group in CaCO358. The smaller frequency bands at 2982, 2871, 2510, and 1799 cm-1 are attributed to the combination modes of different CO32- bands59. The details of these modes are summarized in Table 2. Bands at 3437 cm-1 correspond to H2O vapor.
After the co-adsorption mechanism of heavy metal ions, the FTIR analysis showed that no chemical precipitation reactions occurred to produce new compounds after the limestone had adsorbed Cd2+ (100 ppm), Pb2+ (600 ppm) and Cu2+ (90 ppm) (Fig. 3a). This indicated that the reaction between limestone (CaCO3) is based only on physical adsorption60.
The FTIR spectroscopy results of the calcined limestone (adsorbent) powder after calcination at 1100 °C are given in Table 3 and Fig. 3b. According to Ref.61, the vibration band at 426 cm-1 was due to Ca–O symmetric vibration. Two frequency bands at 1425 and 1088 cm-1 are ascribed to C–O with respect to CO2 adsorbed on the surface of CaO58. Whereas, the sharp peak at 3643 cm-1 is characteristic of the OH group of Ca(OH)2. The peak height at 3643 corresponds to Ca(OH)2 concentration62.
Figure 3b shows the O-containing groups changed before and after the co-adsorption of heavy metal ions (Pb 600 ppm, Cu 150 ppm, and Cd 30 ppm). The O–H shifted from 3643 cm-1 before to 3406 cm-1 after adsorption. Asymmetric and symmetric peaks of COO- are observed at 1797 cm-1 to 1793 cm-1, and 1425 cm-1 to 1428 cm-1 respectively. A new peak appears at 1623 cm-1, which is due to the adsorption of Pb2+, Cu2+, and Cd2+ heavy metal ions. Shifting of O-containing peaks before and after heavy metal ions adsorption is presumably due to possible complexation and electrostatic interactions between Pb, Cd, and Cu ions and the O-containing groups63. In addition, representative peaks for Pb–O at 699 cm-1 and PbCO3 at 875 cm-1, as well as Cu–O at peaks 617 cm-1 and CuCO3 at 1119 cm-1, indicate that the heavy metal ions Pb, Cu, and Cd were adsorbed via ion exchange with the calcined limestone (CaCO3) adsorbent64.
Also, the noticeable shifts in the O–H and COO-bands in Fig. 3b indicate the coordination between OH or COOH groups and Cd2+. This proves that the metal exchange could be one of the mechanisms through which Cd2+ is adsorped onto calcined limestone65.
Thermogravimetric analysis
Thermogravimetric analysis (TGA) was carried out to determine the thermal stability of limestone (CaCO3) and calcined limestone (CaO), as well as their fractions of volatiles, by monitoring the weight loss as a sample was heated at a constant rate. TGA of limestone (CaCO3) (Fig. 4) shows the first weight loss was up to 2% due to water loss which occurred below 100 °C. The second weight loss of around 44% was due to the decomposition of CaCO3 to CaO and CO266, which started from 760 to 860 °C. These results indicate that the CaO was expected to completely form after 860 °C. The purity of CaO detected from TGA was up to 54%.
While the TGA result of calcined limestone (CaO) revealed that below 100 °C the weight loss (3%) was due to water evaporation. The second weight loss up to 21% was started at temperatures up to 480 °C and happened due to evaporation of CO267. The third weight loss up to 6% was at temperatures between 554 and 750 °C interpreted due to unreacted materials of the sample67. After passing the temperature around 750 °C, it appears that the mass change curve was relatively constant. The curve indicates that above temperatures of 750 °C, there is no change in the CaO compound68.
Scanning Electron Microscope (SEM)
In order to understand the morphology and texture of natural limestone waste calcined limestone before and after heavy metals ions of Pb, Cu, and Cd adsorption, SEM analysis was investigated. SEM micrographs (Fig. 5a) of the limestone before adsorption show mainly the typical rhombohedral crystals of calcite carbonate with a size diameter of up to 5 µm. According to69, the carbonate precipitation is mainly calcite when the Ca2+:CO32- is 3:1 at a low rate of precipitation.
The SEM investigation of decomposed limestone to CaO is given in Fig. 5c. At 1100 °C, equidimensional, micrometer-sized CaO grains developed showing straight triple boundaries as well as neck contacts. These are typical features of a sintering process53.
After adsorption, the SEM microphotographs indicate only changes in sizes and forms (Fig. 5b,d) for limestone and calcined limestone, respectively.
Based on the FTIR results mentioned above, the adsorption of heavy metal ions (Pb2+, Cu2+, and Cd2+) is the process of ion exchange occurring mainly on the surfaces of the limestone and calcined limestone adsorbents.
Surface area analysis (BET)
The N2 adsorption–desorption isotherms for limestone (CaCO3) and calcined limestone are presented in Fig. 6a,b. Both materials exhibited a type IV isotherm70,71. The hysteresis loop of the type IV isotherms studied is classified as H3, indicating slit-shaped pores formed from the non-rigid aggregation of platy particles72. The BET surface areas of limestone and calcined limestone are measured to be 4.2 m2/g and 14.3 m2/g, respectively. Increasing the surface area after calcination because the surface become rougher and decreased in the size of particles due to CO2 emission. Thesr led to the surface area and the pore volume of the calcined limestone sample increased significantly73,74.
Sorption results
Optimum conditions of heavy metals (Pb 2+ , Cu 2+ , and Cd 2+ ) removal
Effect of adsorbent dosage
The effect of limestone (CaCO3) adsorbent dosage on the removal of metal ions (Pb2+, Cu2+, Cd2+) was given in Fig. 7a–c. The dosages of limestone (CaCO3) adsorbent used in the batch experiments vary between 0.4 and 2.4 g/L for Pb and Cu, and 8–48 g/L for Cd, constant time 30 min, and initial concentrations 500 ppm for Pb, 100 ppm for Cu, and 50 ppm for Cd and 5 pH of the solution. The results indicate that the removal percentage of metal cations increased with increasing limestone dosage. The maximum removal efficiencies were 98.9% for Pb2+, 100% for Cu2+, and 77.8% for Cd2+ using adsorbent dosages of 2 g/L, 0.8 g/L, and 32 g/L, respectively. The process of sorption of heavy metals onto natural limestone begins with the dissolution of calcium carbonate, which results in the release of calcium into the solution75.
The relationship between adsorbent dosage and removal percentage of Pb2+ (a), Cu2+ (b), and Cd2+ (c, d) for limestone (CO3) and calcined limestone (CaO). Experiment conditions for CaCO3: t: 30 min., Ci: pb2+ = 500 ppm, Cu2+ = 100 ppm, and Cd2+ = 50 ppm, pH: 5. Experiment conditions for CaO: t: 30 min., Ci: pb2+ = 1000 ppm, Cu2+ = 500 ppm, and Cd2+ = 150 ppm, pH: 5.
Figure 7a–d demonstrates how the removal percentage of metal ions (Pb2+, Cu2+, Cd2+) is influenced by calcined limestone adsorbent dosage. The removal of Pb ions reached 100% with a calcined limestone dosage equal to 0.4 g/L. The effect of removal is not affected by increasing the dosage from 0.8 to 2.4 g/L (Fig. 7a). The adsorbent dosage of 0.8 g/L and 1.6 g/L of calcined limestone were enough to remove 100% of Cu and 80% of Cd ions, respectively (Fig. 7b,d).
Increasing removal percent of Pb2+, Cu2+, and Cd2+ with increasing adsorbent dosages of limestone and calcined limestone may be due to the fact that the higher dosages of the adsorbent result in increased sorbent surface area and pore volume, thereby providing more capacity for adsorption76,77.
Effect of solution pH
The effect of pH on the adsorption of Pb, Cu, and Cd, onto limestone and calcined limestone is presented in Fig. 8a–c. The adsorption process can be significantly influenced by pH, making it one of the most crucial factors to consider. The adsorption behavior of an adsorbent at different pH may be ascribed to several parameters, including its adsorption capacity, surface charges, and active sites78.
To prevent the precipitation of lead and copper ions as insoluble Pb(OH)+ and Cu(OH)2, the pH range of solutions is adjusted to a lower range, typically between 1.0 and 5.0, since at pH above 6.0, the concentration of hydroxide ions (OH-) increases and Pb2+ and Cu2+ ions react with hydroxide ions, causing them to precipitate out of solution79,80,81. The pH range in which Cd2+ ions remain in solution is between 3.0 and 7.0. Beyond a pH of 7.0, Cd2+ ions tend to precipitate out of the solution82.
Using limestone adsorbent, maximum removal efficiency reached 96.6% for Pb, 75.7% for Cu, and 69% for Cd at 5. In the case of calcined limestone adsorbent, the removal efficiency of Pb, Cu, and Cd reached 100% at pH values 5,5, and 3, respectively. Therefore, the adsorption process was significantly influenced by the pH of the aqueous solution, indicating its crucial role as a controlling parameter83.
pH of zero point charge (pH zpc )
The point zero charge (pzc) is described as the pH at which the net charge of the particles on the surface of adsorbent is zero. Similar to Bakatala et al.84 method, the salt addition method was used to determine the zpc of limesstone and calcined limestome adsorbents. Two sets of 50 mL centrifuge tubes (5 in each set) for each adsorbent with 0.05 gm of limestone for the first set, and 0.01 gm of calcined limestone in the other set. 25 mL of distalled was added to each tube.Then pH of each mixture were adjusted between 2 and 12 for each set using 0.1 M NaOH and 0.1 M HCl. After determination the intian pH for every tube, the solution was shaken for 1 h and the pH final measured.
The point of zero charge for limestone and calcined limestone was determined from a graph plotting the initial solution pH against The change in pH (∆pH = pHfinal − pHinitial), as shown in Fig. 9. The acidic and basic characteristics of the mineral surfaces are reflected in the value of the pH zero point charge (pHzpc). It is a significant property that defines the surface electrical neutrality of the particle85. The surface charge is negative when pH > pHzpc, which favors cation adsorption, and positive at pH < pHzpc86,87. It was evident that when ∆pH was zero, the pHxpc values were 4.6 for limestone and 3.8 for calcined limestone adsorbent.. The increased adsorption of heavy metals was attributed to the electrostatic attraction between the negatively charged surface of the adsorbent and the electropositive heavy metal ions (Pb2+, Cu2+, Cd2+).
Effect of contact time
One of the important parameters that affect the adsorption process is contact time88. Figure 10a–c illustrates the impact of contact time on the adsorption processes of Pb, Cu, and Cd onto limestone and calcined limestone adsorbents. The adsorption efficiency was examined at a contact time range between 5 and 30 min. The results show that the highest efficiencies were achieved at different contact times for different metals and adsorbents.
In the case of limestone, the maximum efficiency for Pb was 95.4% at 30 min, for Cu it was 92.1% at 30 min, and for Cd, it was 73.1% at 25 min.
On the other hand, when using calcined limestone as an adsorbent, the optimum contact time to achieve maximum removal of Pb2+, Cu2+, and Cd2+ ions was 30 min, with a removal efficiency of 99.5% for all three metals.
Effect of initial concentration (Ci)
The initial concentration of metals holds significant importance as it serves as a driving force to overcome the mass transfer resistance of molecules between aqueous and solid89.
The effect of initial concentration on the adsorption of Pb, Cu, and Cd ions onto limestone (CaCO3) and calcined limestone adsorbents is given in Fig. 11a–c and Table 4. It was observed that the removal percentage of Pb, Cu, and Cd is almost nearly 100% with the initial concentration ranges 400–700 ppm for Pb, 50–110 ppm for Cu, and 50 ppm for Cd, using limestone as the adsorbent, at 5 pH and contact time 30 min. When using calcined limestone adsorbent under the same conditions of pH and contact time, the removal percentage reached 100% at initial concentrations of Pb ranging from 1000 to 1200 ppm, Cu ranging from 100 to 500 ppm, and Cd ranging from 150 to 300 ppm.
At the same conditions, there are varying degrees of drop in the removal percentage with higher initial concentrations of Pb, Cu, and Cd in the solution. Xiaoming Ma90 suggested that these observations could be attributed to the high collision efficiency between the metal ions and the adsorbent at lower initial concentrations. However, the adsorption capacities (qe) of the metal ions are no longer enhanced and remain constant or decrease after reaching saturation at higher concentrations (Table 4). The decrease in metal ion adsorption at higher concentrations can be attributed to the limited availability of vacant sites on the adsorption surfaces, thereby hindering further adsorption of the ions91.
From the foregoing discussion, it is concluded that the removal percentage of Pb, Cu, and Cd onto limestone and calcined limestone adsorbents depends on the initial concentrations and decreases with an increase in the initial concentration of metal ions. The difference in percentage removal of different heavy metal ions (Pb, Cu, and Cd) at the same experimental conditions may be attributed to the difference in the solubility products of their carbonates and hydroxides, chemical affinity, and ion exchange capacity with respect to the chemical functional group on the surface of the hybrid materials 90. Wierzba92 suggested that the main mechanism of heavy metal cations removal using limestone (CaCO3) and calcined limestone (CaO) is ion exchange, whereas the reaction with calcium carbonate results in the precipitation of poorly soluble carbonates and hydroxides of the examined heavy metals.
Co-removal of Pb, Cu, and Cd ions
Generally, heavy metals often coexist in the contaminated wastewater system and competitive behavior could affect the adsorption capacity of absorbents93. To evaluate the effect of competitive adsorption of coexisting Pb, Cu, and Cd on the adsorption capacity of limestone and calcined limestone, competitive adsorption tests of the ternary system were performed according to the following conditions:
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1.
Limestone adsorbent dose 0.8 g/L, initial concentrations 300 ppm for each heavy metal (Pb, Cu, and Cd), 30 min contact time, and pH 5.
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2.
calcined limestone adsorbent dose 0.16 g/L, initial concentration 600 ppm for each heavy metal ion (Pb, Cu, and Cd), contact time 30 min, and pH 5.
In ternary metals system of adsorption experiments, the adsorption capacities of Pb, Cu, and Cd metal ions were all lower than those in a single metal system. This difference in the adsorption capacities suggested that competitive adsorption occurred when Pb, Cu, and Cd metal ions coexisted in the solution. In Fig. 12a,b, it was observed that the affinity of limestone and calcined limestone towards Pb(II) was higher than Cu(II) and Cd(II). This is probably due to the fact that the solubility product of PbCO3 and Pb(OH)2 is smaller relative to Cu and Cd92. The affinity sequence of metal ions observed concerning limestone was Pb2+ > Cd2+ > Cu2+, while with respect to calcined limestone was Pb2+ > Cu2+ > Cd2+.
Isotherml models
Adsorption isotherms describe the equilibrium between the adsorbent and adsorbate in the adsorption process94. The interaction between the adsorbed molecules and the solid adsorbent is captured by several developed adsorption isotherm models. The Langmuir and Freundlich models, among others, are the most commonly employed isotherms in various adsorption processes95,96. The adsorption data obtained from the experiments in this study were subjected to analysis using both the Langmuir and Freundlich isotherm models.
The assumption made by the Langmuir isotherm model is that the surface of the adsorbent is uniform and consists of adsorption sites with the same energy level. This characteristic facilitates the adsorption of a monolayer through a chemisorption process97. Equation (4) represents the linear form of this model.
To determine the values of qmax and b in the Langmuir isotherm model, a graph of (Ce/qe) versus Ce can be utilized. Here, qe represents the amount adsorbed in mg g-1, b denotes the equilibrium constant of adsorption, qmax signifies the maximum adsorption capacity in mg g-1, and Ce represents the equilibrium concentration in mg L-1. Equation (5) defines a dimensionless constant, known as the separation factor (RL)98.
The separation factor (RL) is a useful parameter for characterizing the adsorption process. If RL is greater than 1, the adsorption process is considered unfavorable. A value of RL equal to 1 indicates a linear adsorption process. When RL is between 0 and 1, the adsorption process is considered favorable. Finally, RL equal to 0 signifies an irreversible adsorption process98.
The Freundlich isotherm model is employed to describe adsorption processes that occur on heterogeneous surfaces and active sites with varying energies, incorporating the concepts of multilayer adsorption and equilibrium99. Equation (6) represents the linear form of the Freundlich isotherm model100,101:
By plotting log qe against log Ce, a linear relationship can be observed. From this plot, the Freundlich constants Kf and n can be determined from the intercept and slope, respectively. Kf represents the adsorption capacity, while n represents the adsorption intensity.
As seen from Figs. 13 and 14 and Table 5, the heavy metal ions (Pb, Cu, and Cd) onto either limestone or calcined limestone fit well into the Langmuir adsorption model with correlation coefficients (R2) > 0.86, and 0 < RL < 1 indicating favorable processes. This indicates physical monolayer adsorption. The fact that the Langmuir isotherm fits the experimental results very well may be due to the homogenous distribution of active sites on the adsorbent surfaces since the Langmuir isotherm equation assumes that the surface is homogenous102.
Langmuir isotherm plots for the adsorption of heavy metals (Pb2+ (a), Cu2+ (b, c), and Cd2+(d, e)) onto limestone (CaCO3) and calcined (CaO. According to the equation: \(\frac{{C}_{e}}{{q}_{e}}=\frac{1}{b {q}_{max}}+\frac{{C}_{e}}{{q}_{max}}\)97. P indicate the number of corresponding points.
Freundlich isotherm plots for the adsorption of heavy metals (Pb2+ (a, b), Cu2+ (c, d), and Cd2+ (e, f)) onto limestone (CaCO3) and calcined limestone (CaO). According to the equation: log qe = log Kf + \(\frac{1}{\text{n}}\) log Ce101.
Kinetic models
The rate of adsorption of metal ions on the adsorbents is determined by kinetics, which helps to establish the minimum contact time required for the adsorbent to achieve suitable efficiency. In this study, the adsorption mechanisms of Pb2+, Cu2+, and Cd2+ onto limestone and calcined limestone were explained using the pseudo-first order, pseudo-second order, and intra-particle diffusion kinetic model103,104,105. Below are the linear equations corresponding to each kinetic model:
The pseudo-first-order kinetics is given by Eq. (7):
In the pseudo-first-order adsorption model, the rate constant is represented by k1 (mg/g min), while qe (mg/g) and qt (mg/g) refer to the amounts of heavy metal anions that are adsorbed at equilibrium and at a given time t, respectively.
To apply the pseudo-second-order equation, Eq. (8) is utilized in the given form:
The second-order rate constant, k2 (mg/g min), is determined from the plot of t/qt versus t, as illustrated in Fig. 16. Furthermore, Eq. (9) can be employed to calculate the initial adsorption rate h (mg/g min)104.
The results of applying the kinetic models are given in Figs. 15 and 16 and Table 6. The pseudo-second-order model fits quite well with the experimental data of Pb2+, Cu2+, and Cd2+ adsorption onto limestone and calcined limestone. This model confirms the chemisorption of Pb(II), Cu(II), and Cd(II) onto both limestone and calcined limestone106.
Pseudo-first-order kinetic plots for the heavy metal ions (Pb2+ (a), Cu2+ (b), Cd2+ (c, d)) onto limestone (CaCO3) and calcined limestone (CaO). According to the equation: \(\text{log}\) (\({\text{q}}_{\text{e}}\) − \({\text{q}}_{\text{t}}\)) = \({\text{logq}}_{\text{e}}- \frac{({\text{k}}_{1}\text{t})}{2.303}\)103.
Pseudo-second-order kinetic plots for the heavy metal ions (Pb2+ (a, b), Cu2+ (c, d), and Cd2+ (e, f)) on to limestone (CaCO3) and calcined limestone (CaO). According to the equation: \(\frac{\text{t}}{{\text{q}}_{\text{t}}}= \frac{1}{({\text{k}}_{2 }{\text{q}}_{\text{e}}^{2})}+\frac{\text{t}}{{\text{q}}_{\text{e}}}\)104.
Intra-particle diffusion model
IP model has been widely applied to examine the rate-limiting step during adsorption. Weber107 observed that in most adsorption processes the uptake of adsorbates varies proportionally with the square root of time (t1/2)108.
The intra-particle diffusion model is expressed by the following Eq. (10)109:
KIPD = Intra-particle diffusion constant (mg/min1/2. g), C = Thickness of boundary layer (intercept).
The results of the intra-particle diffusion model are provided in Table 7 and Fig. 17.
Intra-particle diffusion models for Pb2+ (a, b), Cu2+ (c, d), and Cd2+ (e, f) onto limestone (CaCO3) and calcined limestone (CaO). According to the equation: qt = kIPD t1/2 + C 109.
The summary of kinetic model constant values for Pb, Cu, and Cd adsorption onto limestone and calcined limestone showed that the pseudo-second-order kinetic model fit well with the experimental data compared to pseudo-first-order and intra-particle diffusion models.
Conclusion
The present study supports the adsorption of heavy metals Pb, Cu, and Cd using limestone wastes and CaO derived from the calcination of limestone. The mechanism of heavy metals adsorption is ion exchange, whereas the reactions of heavy metals with limestone and calcined limestone result in the precipitation of poorly soluble carbonate and hydroxides. The Langmuir isotherm was preferred to describe the adsorption characteristics of Pb, Cu, and Cd ions onto limestone (CaCO3) and calcined limestone (CaO). The model suggested that the adsorption processes were a single molecule layer adsorption. The application of kinetic models to the experimental results of the heavy metals adsorption onto limestone (CaCO3) and calcined limestone (CaO) showed that the pseudo-second-order model fit well with the experimental data. This model confirms the chemisorption of Pb, Cu, and Cd onto limestone wastes (CaCO3) and calcined limestone (CaO). In terms of metal removal affinity, the order of preference for calcined limestone was Pb > Cu > Cd, while for limestone was Pb > Cd > Cu.
Data availability
The data and chemical analysis that present in the research article are available with the corresponding author (Moneim) in reasonable request.
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The first author (Aya) researcher did the lab. work and prepared the figures of the research. The second author (Moneim) supervised on the first author and contribute in the interpretation, writing and revision the paper with the third author (Ahmed). The fourth author (ElAyaat) was collected the samples of siderite from the field with the fourth author. The fifth author (Dardir) supervised on the first author during the lab. work.
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Fathy, A.T., Moneim, M.A., Ahmed, E.A. et al. Effective removal of heavy metal ions (Pb, Cu, and Cd) from contaminated water by limestone mine wastes. Sci Rep 15, 1680 (2025). https://doi.org/10.1038/s41598-024-82861-2
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DOI: https://doi.org/10.1038/s41598-024-82861-2