Open access peer-reviewed chapter

Sorption of Phosphorus, Nickel, and Lead from Aqueous Solution Using Manganese Oxide-Coated Materials

By Nesrine Boujelben

Submitted: September 6th 2018Reviewed: February 20th 2019Published: June 24th 2020

DOI: 10.5772/intechopen.85318

Downloaded: 269


Manganese oxide-coated sand (MOCS) and manganese oxide-coated crushed brick (MOCB) were prepared and characterized and employed for the removal of phosphorus ions (PO4 3−) and Pb(II) and Ni(II) ions from aqueous solution. To study the surface properties of the adsorbents, scanning electron microscopy (SEM), X-ray diffraction (XRD) methods, and BET analyses were used. Adsorption was investigated by batch experiments. The estimated optimum pH was 7 for Ni(II) and 5 for all other ions retention by the two considered adsorbents. Both the Freundlich and Langmuir isotherms provided a reasonable fit to the experimental data for the adsorption. The adsorption capacities of the coated adsorbents at a considered pH value and a temperature of 20°C were 1.96 and 2.08 mg/g for PO4 3−, 2.4 and 3.33 mg/g for Ni(II), and 6 and 6.25 for Pb(II) onto MOCS and MOCB, respectively. The pseudo-first-order and pseudo-second-order equations as well as the intraparticle diffusion model were determined to test the adsorption kinetics and the rate constants derived from the three kinetic models being calculated. The pseudo-second-order kinetic model was better appropriated. Results obtained from this study confirm that the manganese oxide-coated sorbent is considerably considered like suitable for the removal of anions and cations from aqueous solutions.


  • manganese oxide-coated sorbents
  • nickel copper and lead removal
  • phosphorus ions
  • kinetic study
  • thermodynamic parameters

1. Introduction

Due to the rapid development of such industries as plating, petrochemicals, and fertilizers, there has been excessive discharge of contaminant, like phosphorus and heavy metals, into the environment, resulting in health hazards [1]. Phosphorus is the key nutrient for the growth of algal and other biological organisms, which in excess causes eutrophication of water bodies and heavy metals such as lead and nickel, which are harmful and can cause disease and damage to human health if present above certain concentrations [2, 3]. For this reason, it is important to remove them from wastewater before it is discharged into the environment [2]. There are many methods to eliminate heavy metals from wastewater [2], including chemical precipitation [4], electrochemical reduction [5], ion exchange [6], membrane separation, reverse osmosis [7], and adsorption [8, 9, 10]. Adsorption is considered the most effective one due to its properties of simple operation, low cost, and high efficiency over a wide concentration range of pollutants [11]. Typical adsorbents which have been extensively employed to remove heavy metals are clay minerals [12], carbon-based materials [13], and metal oxides [14]. Recently, different types of low-cost natural and modified minerals for the removal of heavy metals from aqueous solutions have been used. Due to the high surface charge density, various Mn oxides (e.g., including pyrolusite (β-MnO2) and birnessite (σ-MnO2)) have been extensive as high efficient adsorbents to remove arsenic [15], nickel [16], and lead [17], for example.

Recent studies have shown that some filtration materials such as sand and burned clay coated with oxides (oxyhydroxides) of iron, aluminum, or manganese act as good and inexpensive sorbents [18, 19, 20, 21].

In the present study, the characteristics of two prepared coated adsorbents, namely, manganese oxide-coated sand and manganese oxide-coated crushed brick, have been investigated.

Thermodynamic and kinetic studies of phosphorus ions (PO4 3−) and Pb(II) and Ni(II) ions from aqueous solution adsorption onto these materials were also undertaken. The main objectives of this investigation were to examine quantitatively the effect of contact time, pH, and concentration on the removal of phosphorus ions (PO4 3−) and Pb(II) and Ni(II) ions from aqueous solutions as well as to check in detail the kinetics of the phosphorus ions (PO4 3−) and Pb(II) and Ni(II) ions from aqueous solution and ion-removal process.


2. Materials and methods

2.1 Sample preparation

In our previous works [20, 21], the average diameter for sand and crushed brick grains was 0.6–0.7 and 0.9–1.2 mm, respectively [20, 21], and the specific gravities were 2.50 and 2.39 g/cm3 for sand and crushed brick, respectively [20, 21].

The manganese oxide-coated adsorbents (MOCS, sand, and MOCB, crushed brick) were prepared by impregnation according to the procedure proposed by Bajpai and Chaudhuri and adopted in our previous research work [20, 21, 22].

Before MnO2 impregnation, an acidic purification procedure (acid wash with 1 M HCl) [20, 21, 23] was made to the adsorbents to remove impurities, which could affect the adsorption results. The reaction of KMnO4 with hot MnCl2 solution (48–50°C) under alkaline conditions (pH 9) over a period of 48 h [20] was the favorable conditions to ensure the application of the MnO2 coating on the two adsorbent surfaces.

2.2 Chemicals

To prepare aqueous solutions containing phosphates and metal ions at various concentrations, sodium phosphate salt (NaH2PO4), lead nitrate salt [Pb(NO3)2], and nickel chloride salt (NiCl2_6H2O, analytical grade) solutions were used. The initial pH values of the solutions were adjusted by adding either nitric acid or sodium hydroxide solution [20, 21].

All chemicals used for the pre-treatment of the adsorbents, as well as for the adsorption tests, were of analytical grade (HCl, MnCl2, KMnO4, NaOH, HNO3).

A calibrated pH meter (model pH 540 GLP) equipped with a combined glass electrode (SENTIX 41) [20, 21] was used to ensure the measurements of pH.

2.3 Sorbent characterization

X-ray diffractometer (Siemens, Germany) with Cu Kα radiation (λ = 0.154 nm) was used to determine the mineralogy of the manganese oxide-coating sorbents. The single-point BET (N2) adsorption procedure was employed to characterize the specific surface area (m2/g) of each adsorbent before and after coating [20, 21].

The pH of the point of zero charge (pHpzc) was determined by adding 0.1 g of adsorbent to a series of bottles that contained 50 ml of deionizer water. The pH of each solution was adjusted in the range of 1.0–9.0 by the addition of either 0.1 M HNO3 or 0.1 M NaOH solutions. The bottles were then rotated for 1 h in a shaker and the pH values of the contents measured at the end of the test. The pH values of the suspensions were plotted as a function of the initial pH of the solutions, the resulting curve theoretically crossing the bisector of the axes at the point of zero charge [20, 21]. It is to note that the pHpzc values of 4.5 and 4.3 were obtained for MOCS and MOCB, respectively.

Philips XL 30 scanning electron microscope (SEM) was used to describe the morphology of the adsorbents before and after coating, and elemental spectra were obtained using energy-dispersive X-ray spectroscopy during the SEM observations [20, 21].

2.4 Adsorption experiments

The two prepared materials were first used in batch experiments to check the effect of the initial metal ion concentration on the adsorption kinetics and the influence of the initial pH. Five grams of manganese oxide-coated sorbent was added to 250 ml of each ion solution of known initial concentration [20, 21] and was used for the kinetic studies. The initial pH was adjusted to 5 with dilute HNO3 or NaOH solution. Prepared solutions were shaken continuously for 4 h at the desired temperature (10, 20, and 40°C). This experiment was released by using a thermostatically controlled shaking water bath. Samples were taken at various time intervals and were immediately vacuum-filtered through a 0.45-μm membrane filter [20, 21].

Atomic absorption spectrophotometry (Hitachi Z-6100) was used to determine the residual ion concentration in each filtrate. Five percent was estimated to be the analytical errors. To ensure the veracity of the experimental results, all experiments were duplicated [20, 21].

To understand the influence of pH on the considered ion adsorption, experiments were performed at various initial pH values within the range 2–7 with the initial Pb(II) ion concentration being maintained at 50 mg/l and from 2 to 11 for Ni(II) and PO4 3− ions. For each test, 1 g of sorbent was added to 25 ml of all considered ion solution, with the suspensions being shaken for 4 h at 20 ± 1°C [20, 21].

2.5 Adsorption isotherms

2.5.1 Isotherm determination

Experiments were conducted at 10°C, 20°C, and 40°C, respectively. At each temperature, 5 g of sorbent were contacted for 4 h with 250 ml of ion solution of different initial concentration [20, 21]. The adsorption equilibrium data were analyzed in terms of the Langmuir and Freundlich isotherm models. The linear forms of the Langmuir and Freundlich isotherms [24] may be expressed, respectively, by the following equations [20, 21]:


where the Langmuir isotherm constants are q0 (mmol/g) and b (g/mmol) and the Freundlich isotherm constants are KF and n. The measure of the adsorption capacity of the sorbent value is q0 (maximum amount of ions adsorbed at the temperature under consideration) [20, 21].

2.5.2 Determination of thermodynamic adsorption parameters

The standard Gibbs free energy (ΔG0), the standard enthalpy (ΔH0), and the standard entropy (ΔS0) were determined to explain the effect of temperature on the adsorption parameters. It is known that the adsorption of metal ions is a reversible process corresponding to a heterogeneous equilibrium. The Gibbs free energy (ΔG0) was determined from the following relationship [25, 26]:


with R being the gas constant, KL being equilibrium constant obtained from the Langmuir equation, and T being the absolute temperature (K). The enthalpy change (ΔH0) and the entropy change (ΔS0) were evaluated from Van’t Hoff’s equation:


The values of ΔH0 and ΔS0 were calculated from the slope and intercept of the Van’t Hoff plot of log KL versus 1/T.

The Gibbs free energy


indicates the degree of spontaneity of the adsorption process, with a higher negative value reflecting a more energetically favorable adsorption process.

2.5.3 Kinetic parameters of adsorption

In order to analyze the ion adsorption kinetics onto MOCS and MOCB, three kinetic models including the pseudo-first-order equation [27], the pseudo-second-order equation [28], and the intraparticle diffusion model [29] were applied to the experimental data obtained for the time-dependent ion adsorption.

The pseudo-first-order kinetic model is given by the equation:


Similarly, the pseudo-second-order kinetic model may be written as.


while the intraparticle diffusion model may be written as:


qe and qt are the amounts of solute adsorbed per unit mass of adsorbent (mmol/g) at equilibrium and at any given time t, respectively; the pseudo-first-order rate constant for the adsorption process (min−1) is k1; the rate constant for the pseudo-second-order adsorption process [g/(mmol min)] is k2; the initial adsorption rate for the pseudo-second order adsorption process [mmol/(g min)] is k2qe2 = h; the intraparticle diffusion rate constant [mmol/(g min)] is kt; and C is a constant. Linear plots of log(qe – qt) versus t, t/qt versus t, and qt versus t1/2 suggest the applicability of the kinetic models to the system under consideration. The kinetic parameters can be determined from the slopes and intercepts of these plots.

2.6 Determination of the activation energy

The activation energy for all considered ion adsorption was calculated via the Arrhenius Equation [26]:


where k is the rate constant, k0 [g/(mmol min)] is a temperature-independent factor, Ea (J/mol) is the activation energy of the adsorption process, R is the gas constant [8.314 J/(mol K)], and T is the adsorption temperature (K). The linear form of Eq. (9) is as follows:


When ln k is plotted versus 1/T, a straight line of slope –Ea/R is obtained. In our case, the rate constant under consideration was k2, i.e., relating to the pseudo-second-order model.

3. Results and discussion

3.1 Sorbent characterization

3.1.1 SEM micrographs and EDAX spectra

To observe the morphology of the uncoated and the manganese oxide-coated sand (MOCS) and manganese oxide-coated crushed brick (MOCB), SEM micrographs were taken. Obtained results from SEM images of acid-washed uncoated sand (US) and crushed brick (UB) (Figure 1(a) and (c)) showed that the US surface was characterized by a very ordered silica crystals, and for UB it was principally a regular aluminosilicate. The surfaces of the two virgin materials seem to be uniform and smooth with small cracks and light roughness, but these manganese-oxide-coated surfaces (MOCS Figure 1(b), MOCB Figure 1(d)) were covered by newborn manganese oxides that were certainly obtained during the coating process. Figure 1(b) and (d) also showed manganese oxides formed in clusters, apparently on occupied surfaces. The amount of manganese on the surface of the MOCS and MOCB was determined by acid digestion analysis. Results obtained for the Mn deposits were approximately 1.5 mg Mn/g for sand and 2 mg Mn/g for crushed brick. It is to note also that the quantity of manganese deposit obtained in this work for the two sorbents was found to be higher than that generally mentioned in the literature, which is about 0.003–0.5 mg Mn/g of sand [28, 30]. This reflects the effectiveness of the coating process used in this study.

Figure 1.

SEM micrographs of samples: (a) US, (b) MOCS, (c) uncoated crushed brick, and (d) MOCB.

The X-ray diffraction (XRD) patterns of the two coated sorbents (data not shown) revealed that the manganese oxides were amorphous, since no specific diffraction ray indicative of any specific crystalline phase was detected.

Figure 2(a) of the EDAX spectra of MOCS shows that Mn, O, and Si are the main constituents. These had been expected to be the principal elements of MOCS. In fact, EDAX the important peak of Si occurring in EDAX spectrum was apparently related to the too thin coating, or manganese oxides did not cover the full surface of the MOCS, allowing the X-ray to reach the sand support. From the EDAX spectrum of MOCB illustrated in Figure 2(b), it was shown that Mn, O, Si, Al, Ca, and K are the dominant constituents. The presence of the Mn peak indicates the effectiveness of the adopted coating process.

Figure 2.

EDAX spectrum of (a) MOCS and (b) MOCB.

3.1.2 Specific surface area

It is to note that specific surface areas of the two sorbents increased after coating. The obtained values of surface area were 1.36 and 1.86 m2/g, for uncoated sand and uncoated crushed brick, respectively, after coating with manganese oxide the surface area of sorbents increased to 3.81 and 4.64 m2/g, respectively. We can conclude that the addition of the manganese oxides contributes to the increase in both inner and surface porosities.

3.2 Batch adsorption experiments

3.2.1 Kinetic study

To study the effect of contact time on the sorption of all different ions, a different initial concentration was used: 10 mg/l and 50 mg/l for PO4 3− and for Pb(II) and Ni(II), respectively, and a fixed pH solution of 5.0. The data showed that the sorption on MOCB and MOCS was very fast at the initial stages of the contact period, and thereafter it becomes slower near the equilibrium. The difference between the surface areas of each adsorbent can explain the differences in their sorption capacities. The sorption of all elements on the two sorbents was very fast too in the first few minutes and sharply reached a 80% removal after only 10–15 min. When the sorption process approached completion, the sorption slowed down. In this work, subsequent experiments were carried out at a contact time of 2 h for all sorbents to ensure that the equilibrium time was practically attained (Figure 3).

Figure 3.

Effect of contact time on all considered ions removal at pH 5 onto (a) phosphorus ions and (b) lead and nickel ions.

3.2.2 Effect of initial pH

Adsorption process is strongly related to pH and to the charge on both the adsorbate and the adsorbent. The surface charge on a manganese oxide surface varies with the solution pH due to the exchange of H+ ions. The surface groups on manganese oxide are amphoteric and can act as either an acid or a base. Consequently, the oxide surface can undergo protonation and deprotonation in response to changes in the solution pH [20].

The optimal pH was obtained at around pH 4. It is to note that the removal decreases continuously for pH values ranging between around 4 and 10 according to other works dealing with sorption of phosphate ions on hematite and Al2O3 [31], ion-exchange fiber [32], alunite [33], and bauxite [34]. The decrease in the phosphate ion uptake, occurring beyond pH 5, could be probably attributed in one hand to a competition between phosphate ions and hydroxyl ions for the sorption on the surface Lewis acid sites of the sorbent [21] and in another hand by considering a zero point of charge of the sorbent. In fact, above the zero point of charge, the positive charge density on the surface of the sorbents increases which disfavors the sorption of phosphate ions. The sorption of phosphate onto hydroxylated mineral surface can be described by a ligand exchange mechanism [35, 36], which causes an increase in pH due to the hydroxyl ions released from the oxidic sorbent. Concerning nickel sorption is negligible at the low pH values probably due to the competition effects between H3O+ ion and the considered species while increases progressively from pH 4. A maximum is reached at around pH 7–8; then, above pH 8 the amount of adsorbed nickel decreases as the pH increases. According to the simple species, diagrams, which were constructed for Ni(II), up to pH 8, nickel is present in the solution mainly in the form of Ni2+ ions. Neutral Ni(OH)2 particles start to precipitate at pH 8 and become predominant at pH 11 [37].

The adsorption of Pb(II) ions onto both adsorbents was markedly dependent on the pH value. When the initial solution pH increased from 2 to 7, the removal of Pb (II) ion was possibly inhibited following the competition between metal ions and H+ for the available adsorption locations, while the uptake of H+ ions was more preponderant. However, the adsorption of Pb (II) ions increased with the deprotonation of the binding sites caused by the negative charge density of each adsorbent and this with the increase of the pH [20].

From our previous work [20], we have attributed this increase in adsorption with decreasing H+ ion concentration (relatively high pH values), which indicates that ion exchange is one of the major adsorption processes. Due to the equal of positive and negative groups, the total surface charge is zero, which can explain the effect of pH in terms of pHpzc value of the adsorbent. The pHpzc of MOCS and MOCB was investigated and determined to be 4.5 and 4.3, respectively [20]. If the pH was below the pHpzc, the surface charge on the adsorbent was positive; however when it is above the pHpzc value, the surface charge was negative, so the two considered adsorbents (MOCS and MOCB) have positive surface charge, and this is below the respective pH values of 4.3 and 4.5; therefore, the absorption of Pb (II) ions was low. However, the surface charges of the two adsorbents MOCS and MOCB were negative when the pH was increased above 4.3 and 4.5, respectively. The uptake is going to increase if the Pb (II) species count were either neutral or positively charged. Also, at higher pH values than pHpzc, the cation removal would be favored, and for anion, the adsorption was favored at pH values lower than pHpzc.

3.3 Sorption isotherm

The sorption of all considered ions increases as its initial concentration in the solution increases, until a maximum value (saturation state) is reached.

The maximum sorption capacity, Q0, calculated from the Langmuir equation at 20°C, is indicated in Table 1.

Q 0 (mg/g)b (l/mg)R2Q 0 (mg/g)b (l/mg)R2
Phosphate ions1.960.410.972.081.380.98

Table 1.

Langmuir parameters.

As seen, sorption on the two coated sorbents is greater than that on virgin sand. The coatings significantly increase adsorption capacity, resulting in higher interactions between sorbents and sorbate. The values of sorption constants, derived from the Freundlich model (Table 2), show that the KF constant—which is a measure of sorption capacity—remains higher for MOCB than for MOCS. Values obtained of 1 < n < 10 imply favorable sorption of all ions on the two sorbents [20, 21].

Phosphate ions0.580.390.980.780.360.98

Table 2.

Freundlich parameters.

3.4 Thermodynamic adsorption parameters

Thermodynamic parameters were evaluated using the data obtained at the temperatures of 10, 20, and 40 °C. The values of ΔG0 were calculated using the Langmuir isotherm constant, b. The values of ΔH0 and ΔS0 were obtained from the slope and intercept of the plot of ln b versus 1/T. Table 3 illustrates the calculated parameters for the two adsorbents. The spontaneous nature of all ions adsorption by the two adsorbents was confirmed by the negative values of ΔG0. On the contrary, positive values of ΔH0 show that the adsorption process was endothermic in nature, while the positive values of ΔS0 show the increasing randomness at solid/liquid interface during the adsorption process.

Temperature (°C)102040
MOCSLeadΔG° (kJ/mol)−30.948−32.042−34.229
ΔH° (kJ/mol)42.77642.77642.776
ΔS° (kJ/(kmol))0.2520.2520.252
NickelΔG° (kJ/mol)−23.35−24.17−25.82
ΔH° (kJ/mol)17.6317.6317.63
ΔS° (kJ/(kmol))
Phosphate ionsΔG° (kJ/mol)−24.827−25.704−27.459
ΔH° (kJ/mol)12.34212.34212.342
ΔS° (kJ/(kmol))0.1290.1290.129
MOCBLeadΔG° (kJ/mol)−28.432−29.437−31.446
ΔH° (kJ/mol)32.75332.75332.753
ΔS° (kJ/(kmol))0.2110.2110.211
NickelΔG° (kJ/mol)−24.78−25.68−27.44
ΔH° (kJ/mol)22.7822.7822.78
ΔS° (kJ/(kmol))
Phosphate ionsΔG° (kJ/mol)−27.703−28.862−30.640
ΔH° (kJ/mol)24.69324.69324.693
ΔS° (kJ/(kmol))0.1820.1820.182

Table 3.

Thermodynamic parameters.

3.5 Determination of kinetic parameters

The pseudo-first-order and pseudo-second-order kinetic equations as well as the intraparticle diffusion model were applied to predict the kinetics of the adsorption of all ions onto the two adsorbents. The values, which are founded for the kinetic model, were excessively high (> 0.998); this result decreases for the intraparticle diffusion equation and also for the pseudo-first-order equation. Furthermore, the quantity of all considered elements adsorption at equilibrium (qe) compared to the experimental data concluded the pseudo-second-order link was more reasonable than that of the pseudo-first order model. This proposed that the removal operation move forward via a pseudo-second-order rather than a pseudo-first-order kinetic model. For this model, the initial adsorption rate, h, and the rate constant K2 diminished with the increase of the initial concentration of all considered ions; then, a limiting step may involve chemisorption [20].

4. Conclusions

Results obtained from this work showed that the deposited oxides were essentially amorphous and corresponded to 1.5 mg Mn(II)/g sand and 2 mg Mn(II)/g crushed brick.

The optimal pH adsorption for all considered ions was 5, and adsorption capacities were higher onto MOCB than MOCS.

The activation energy values for the two adsorbents found from Arrhenius plots and the kinetics which found pseudo-second order suggested that the limiting step of adsorption of all ions could be chemisorption. The results obtained in the present study suggest that manganese oxide-coated adsorbents are potentially suitable for removing of cations and anions from aqueous solution.

© 2020 The Author(s). Licensee IntechOpen. This chapter is distributed under the terms of the Creative Commons Attribution 3.0 License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Nesrine Boujelben (June 24th 2020). Sorption of Phosphorus, Nickel, and Lead from Aqueous Solution Using Manganese Oxide-Coated Materials, Heavy Metal Toxicity in Public Health, John Kanayochukwu Nduka and Mohamed Nageeb Rashed, IntechOpen, DOI: 10.5772/intechopen.85318. Available from:

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