Skip to main content
F1000Research logoLink to F1000Research
. 2024 Mar 28;12:747. Originally published 2023 Jun 26. [Version 2] doi: 10.12688/f1000research.132880.2

Adsorption of Pb (II) ions on variable charge oxidic calcined substrates with chemically modified surface

José G Prato 1,2,a, Fernando Millán 3,b, Marialy Rangel 3, Andrés Márquez 3,4, Luisa Carolina González 5, Iván Ríos 2, César García 6, Carlos Rondón 7, Enju Wang 8
PMCID: PMC10989241  PMID: 38571570

Version Changes

Revised. Amendments from Version 1

The revised version incorporates the corrections proposed by the three reviewers. The summary, introduction, methodology and references have been modified. Based on these suggestions, we have refined the discussion of results and incorporated conclusions, thus improving the clarity and coherence of the manuscript. These modifications have a significant impact on the precision of our research on the applications of oxidic lithological materials in the treatment of contaminated water, especially in low and middle income communities.

Abstract

Background

The paper describes lead ion adsorption on variable charge oxidic calcined substrates with chemically modified surfaces. Amphoteric oxides of iron, aluminum, titanium, and manganese, change their surface electric charge after acid or alkaline treatment, letting cationic or anionic adsorption reactions from aqueous solutions. This property allows using them as adsorbing substrate for heavy metals retention in water treatment systems.

Methods

Substrate was prepared by extruding cylindrical strips from a saturate paste of the oxidic lithological material-OLM; dries it up and thermally treated by calcination. The study was performed by triplicated trial, on batch mode, using 2 grams samples of treated with NaOH 0.1N and non-treated substrate. Lead analysis was performed by AAS-GF. Freundlich and Langmuir models were used to fit results. Comparing differential behavior between treated and non-treated substrates showed the variable charge nature of the OLM.

Results

Results show L-type isotherms for the adsorption of Pb(II) ions on the activated substrate, suggesting good affinity between Pb(II) ions and OLM’s surface. Average value of adsorption capacity ( K) for activated substrate (1791.73±13.06), is around four times greater than the non-activated substrate (491.54±31.97), during the adsorption reaction, 0.35 and 0.26 mmolH + of proton are produced on the activated and non-activated substrate respectively using a 1 mM Pb(II) solution and 72.2 and 15.6 mmolH + using a 10 mM Pb(II) solution. This acidification agrees with the theoretic model of transitional metals chemisorption on amphoteric oxides, present in lithological material used for the preparation of adsorbent substrates, confirming the information given by the L-type isotherms.

Conclusions

Results suggest that these variable charge oxidic adsorbent substrate show great potential as an alternative technique for water treatment at small and medium scale using granular filtration system. The easiness and low price make them suitable to apply in rural media where no treating water systems is available.

Keywords:  ionic adsorption, calcined substrate, Pb(II) ions, isotherms

Introduction

Lithologic materials” are all those materials belonging to the Earth crust that cannot be classified as soil. However, some of these materials behave as arid soils basically composed by refractory aluminum and iron oxides among other crystalline phases as quartz and clays, they are called “Oxidic Lithologic Material”, OLM. 1, 2 The two most important properties of these kinds of materials are the thermal resistance and their amphoteric behavior. 2, 3 In alkaline medium the oxides deprotonate, to create surface negative charges while in acidic medium the oxides protonate, to create surface positive charges. In the first case it favors the cationic adsorption while the second one it favors the anionic adsorption. 2, 47 Their thermal resistance allows the preparation of an adsorbent granular medium for water treatment at low cost. As an example of the usefulness of such kind of calcined oxidic substrate could be the removing of heavy metals from water.

Lead (Pb) is one of the top ten toxic substances with a great distribution in the environment, 8, 9 it reaches water sources through various anthropogenic activities such as leaded pipe corrosion or non-treated industrial wastes, as ceramics factories industrial mining activities, oil refining, fossil fuels combustion, frosted lead paints, accumulators manufacturing, among other industrial activities, 9, 10 leaded fuels are still used in many South America countries, with great environmental impact. 11 Lead pipes have been used for water supply network until the seventies however, old constructions still remain and new residential buildings contain plumbing devices for water services. 12, 13 Recently lead-contaminated water in some High Schools in Brooklyn, New York has been detected at high concentrations, exceeding the Environmental Protection Agency’s (EPA’s) action level of 0.015 mg/L. 12 Depending on the local water characteristics, such as pH, hardness and temperature, the lead in the pipes and faucets can dissolve, becoming a health risk for the consumers. 13 Lead intake in human being can take place basically via ingests, food or water or breathing, dust in the air might serve as a transport media for lead to travel. 9, 12 Lead is especially harmful for kids, it accumulates in the soft tissues and bonds, being difficult to eliminate. After accumulation, lead attacks the brain and the central nervous system, with permanents sequels. One of these consequences is the child development delay and cognitive disability. 13

The conventional methods for removing heavy metals from water and sewage have been well described in literature. There are a great variety of methods including chemical precipitation, 810 ion exchange, 8, 9 reverse osmosis, 10 membrane processes, 14 photocatalysis, 15 microbial biotechnology, 8, 9 coagulation, 1618 flocculation, 10 filtration 17 and adsorption technology. 1417 Some of them, such as precipitation, coagulation and sedimentation have disadvantages of generating sludge that requires further treatment, which increases operational costs. 14, 1618 Ion exchange, reverse osmosis, membrane processes are expensive, need technical assistance for maintenance and few supply companies can offer such kind of systems. 810

Of all these methods, adsorption technology is one of the most commonly used treatment method due to its advantages: ease to operate, regeneration potentials, lack of sludge formation, inertness to materials and relative low cost. 9, 10, 18, 19 A great variety of adsorbents have been tried and studied, different types of biomass and organic adsorbents as agricultural by-products and its conversion to activated carbon, 1618, 20 biopolymers, 17, 21 fungal biomasses have been used with 80 to 100 % percentage retention. 22 Rice straw derived biochar have been used as amendment in soils for Pb immobilization, avoiding its run off through the soil and protect the rivers. 23 The use of Nanomaterials for adsorption processes have been widely reported, their physicochemical properties as small size and large surface area, make them suitable for water treatment systems. Amorphous nanoaluminophosphates have been used for lead retention from aqueous solution with yield between 40 and 70%, 24 diverse carbon nanotubes technologies have been tried for the adsorption of various hazardous metals as As, Cd, Pb, Cr, Ni, Cu, Zn, with adsorption capacities up to 500 mg Pb(II)/g. 10, 14, 18 However, most of these methods, are expensive, less available or difficult application at medium and large scale.

In previous studies some oxidic lithologic materials, OLM have been characterized with the purpose of preparing calcined adsorbent substrates for ionic adsorption from aqueous solution. 1, 2, 25, 26 The high content of amphoteric iron and aluminium, as well as titanium and manganese oxides, with pH dependent variable charges surfaces, make them suitable for ionic adsorption. 2, 5, 7 As a consequence of this particular property, these OLM materials are versatile for preparing a calcined adsorbing substrate using thermal treatment of calcination. Positive or negative charges density is achieved by alkaline or acid treatment, alkaline treatment causes oxide deprotonation creating a negative charge density while acid attack causes oxide protonation, creating a positive charge density on the oxide surface. Such kind of substrate has been applied in water softening, 25, 27, 28 suggesting that alkaline and alkaline-earth metals participate in cationic exchange reactions. Other studies suggest that transitional metals as copper, zinc and chrome participate in chemisorption reactions. 1, 29, 30 These studies suggest that other transitional metals may also participate in similar kind of specific adsorption reaction. 2, 6 Residual water treatment and organic matter removing also have been studied. 3, 31 This study reports a 60-85% reduction in turbidity units, 95-98% reducing biological oxygen demand as well as 88-94% reducing chemical oxygen demand. After acid treatment, the calcined substrate has also been applied in anionic adsorption studies as sulphate and phosphate adsorption. 2, 32, 33 All these studies have confirmed that adsorption reaction is more efficient and better defined on the treated substrate than on non-treated substrate. The chemical treatment modifies the surface charge and creates a more homogenous distribution of sites suitable for adsorption. Based on the previous findings, the main objective of the present study is to apply this new kind of substrate in the study of the relative affinity between the Pb(II) ions and the oxidic calcined surface, in order to use it as a granular medium for water treatment.

Methods

Reagents

All the reagents used in the experimental phase are analytical grade, Merck reagent: (CH 3COO) 2Pb, NaOH, HCl and distillate water.

Oxidic lithological material

A 5 kg sample of the raw OLM was collected from a natural deposit, located at the coodinates 8°28′47″ N and 71°23′47″ W. This is an arid zone, where the temperature varies fom 17 to 30 °C, along the year and maximum rainfall of 200 mm per year. The OLM have been previously characterized and the results are reported in the literature. 1, 2, 25, 26, 28 A brick-red colored sandy loam material with relative low exchange capacity and very low organic material content. Important metallic content: Al (11.75 %), Fe (7.24 %), Ti (0.37%) and Mn (0.03%) are the major metals, 1 these metals are present as refratory amphoteric oxides. Alkaline and alkaline earth content between 0.01 and 1%, with Na (0.86%) and K (1.62%) and very few Ca (0.032%) and Mg (0.31%) content. 26 Several transitoal metals as traces. Due to its thermal resistence, this OLM is used by potters for preparing bricks by thermal treatment.

Preparation of the adsorbent substrate and activation of negative surface charges

The OLM was crushed using a rubber hammer to avoid the destruction of the mineral structures, sieved for 5 min, using an Octagon 200CL Digital Sieve Shaker (Endecotts Ltd, England) to obtain particle-size fractions of 800 μm, then mixed with distillated water in order to obtain a homogeneous saturated paste easily moldable. 3 mm diameter cylindrical strips were extruded with the a 60 mL syringe, cut into 5 mm long pieces in order to prepare a granular medium (Average diameter: 3.52 ± 0.28 mm, average length: 5.43 ± 0.66 mm, pellet average volume: 51.29 ± 1.70 mm 3). The drying process takes place in two steps, for the first step, the granular substrate is air dried for 24 hours, in the second one the substrate is oven drying during another 24 hours, using an oven FELISA FE-293, Jalisco, Mexico, at 150 °C. These two drying steps assure the total elimination of water from the substrate. If there is occluded water it will explode during the calcination process, and might destroy the substrate pellets. Finally, the dried solid substrate is calcined up to 750 °C for four hours in a Thermolyne FB141OM furnace, Thermo Scientific, Waltham, USA, and then cooled down for 12 hours, until 20 °C, before opening the furnace door. The calcination process favors the oxides formation, at such a high temperature, oxygen is very reactive, reacting with the metal to form oxides. Also favor the cementation of the pellets, avoiding dispersion in the aqueous solution. Finally, during the calcination process, organic matter fraction, which is very small, is complete burned out, so only the oxidic phase participates in the adsorption reaction. However, during calcination process the specific surface might be reduced.

The calcined substrate is chemically treated in alkaline media with 0.1 N NaOH solution for 12 hours in a flask at room temperature. The alcaline causes the deprotnation of the oxides, enhancing the negative charge density on the surface, allowing the cationic adsorption. The chemically treated substrate is labeled as activated substrate and the non-treated substrate is labeled as non-activated substrate. After chemical treatment, the substrate is washed out with distilled water until neutral pH, then oven dried at 120 °C for 12 hours. The calcined substrate is saturated with distilated water before adsorption, to asure the ionic mobility and reach equiilibium faster.

Adsorption studies

The adsorption study was performed in triplicated trial, in isothermal conditions (20 ± 2 °C) using batch equilibration procedure, treating seven samples of 2 g of activated and non-activated calcined substrate, with increasing aliquots of 5, 10, 15, 20, 25, 30 and 40 mL from the 1 mM Pb(II) solution, for 24 h. Suspensions were periodically shaken every hour. Differences between C i and C eq were assumed to be due to adsorption. Adsorption isotherms were obtained by plotting the amount of lead adsorbed ( q e ), against the Pb(II) equilibrium concentration ( C eq) and fitted to the linear forms of the Freundlich and Langmuir equations. 2, 9, 18, 25, 3437 Comparison between activated and non actvated substrate will show evidence that the oxide deprotonation reaction by the alkaline treatment on the activated substrate.

Freundlich Isotherm is an empirical model which assumes an adsorption process characterized by mulitilayer adsorption on heterogeneous surfaces. The model is described by the equation 1 and the linear form by equation 2. 2, 9, 34, 35, 38 A graph representation of log ( q e ) vs log ( C eq) should be a straight line, with slope equal to 1/ n and intercept equal to log ( K F ):

qe=KFCeq1n (1)
logqe=logKF+1nlogCeq (2)

where q e is the amount adsorbed per adsorbent weight unit, C eq is the equilibrium concentration of adsorbate in solution after adsorption. K F is the Freundlich constant related to adsorption capacity and n is a constant related to adsorption intensity or energetic homogeneity of active sites of adsorption. n may take values near unity or greater. The lower the value of n is, the lower the energy heterogeneity in the active adsorption sites.

The Langmuir model describes a reversible process with the formation of adsorbate monolayers on the adsorbent surface. The nonlinear and linear forms of the Langmuir isotherm are described in Equations (3) and (4) 9, 10, 18, 25, 37 :

qe=k1k2Ceq1+k1Ceq (3)
Ceqqe=1k1k2+Ceqk2 (4)

where k 1 is the Langmuir constant related to the affinity between adsorbate and adsorbent and k 2 is the adsorption capacity, which represents the maximum amount of adsorbate in a monolayer. A graph representation of C eq/ q e vs C eq should be a straight line, with slope equal to 1/ k 2 and intercept equal to 1/( k 1* k 2). k 2 and k 1 are determined by the straight line from the slope and the intercept respectively. Values of k 1 and k 2 are then introduced in equation (4) to determine the calculated value of calculated q e and then compared with experimental value.

The best fit between the isotherm function and the experimental data was verified through linear regressions of the isotherm linear equation. The fitting of the isotherms was verified through the comparison of the experimental ( q e exp) and calculated ( q e calc) value obtained from the isotherm equation, by means of the linear correlation between the two values, given by the linear regression coefficient ( r).

Lead analysis

Pb(II) analyses were performed by AASGF, using a Varian Graphite Furnace Atomic Absorption Spectrophotometer, Spectra AA Zeeman 220 (Palo Alto, California, USA), with a pyrolytic coated graphite tube and Zeeman background corrector. The spectrophotometer is coupled to a Varian auto sampler model EL-97113008. A Varian Uranium hollow cathode lamp was used and measured at 283.3 nm.

pH and electric conductivity studies

Solution pH and electric conductivity (EC) were measured by triplicate trial, using the same isothermal batch equilibration. pH was measured with a HI 211 pHmeter (HANNA instruments, Smithfield, Rhode Island, USA), calibrated with commercial buffer solutions of pH 4 and 7. EC was measured with a Trans Instrument HC3010 Conductimeter (Petro Centre, Bukit Merah, Singapure), calibrated with standard reference. All experimental data 39 was managed with the Excel software (Microsoft, Los Angeles, USA).

Results

Isotherm graph

Figure 1a shows by triplicated trial, the adsorption isotherms of Pb(II) ions on the activated and non-activated substrates. Lead adsorption on the activated substrate follow an L-Type isotherm model, while the adsorption on the non-activated substrate looks more like a linear model.

Figure 1. a: Isotherms for Pb(II) ions adsorption and b: fitting to the logarithmic form of the Freundlich model for the activated and non-activated substrates.

Figure 1.

Figure 1b shows linear fitting of adsorption data to the Freundlich model. Table 1 shows the fitted equations according to the Freundlich model, as well as parameters r, K F , and n values for activated and non-activated substrates, by triplicated trials. r values look more favorable for the activated substrate, K F value (1791.73 ± 13.06 RSD 0.72%) is about 4 times greater than the respective K F value for the non-activated substrate (491.54 ± 31.97 RSD 6.5%). Similarly, the n values suggest greater adsorption intensity on the activated substrate in relation to the non-activate substrate.

Table 1. Freundlich model parameters, r, K F, and n values for activated and non-activated substrates, by triplicated.

Substrate Fitted equation r K F n
Activated y=3.2523+0.3446x 0.9733 1787.72 2.9
y=3.2568+0.3294x 0.9713 1806.34 3.0
y=3.2507+0.3366x 0.9497 1781.15 3.0
Non-activated y=2.7061+0.5998x 0.9098 508.28 1.7
y=2.6577+0.6434x 0.9423 454.67 1.6
y=2.7090+0.6052x 0.9268 511.68 1.7

Figure 2 shows the correlation between calculated and experimental q e data for the activated and non-activated substrates and Table 2 shows fitted equations for the linear functions. For the activated substrate, calculated values of q e are biased from the experimental data about 15.16 ± 6.63% and 17.41 ± 18.15% for the non-activated substrate.

Figure 2. Correlations between calculated and experimental values of q e (Freundlich model) for the activated and non-activated substrates.

Figure 2.

Table 2. Fitted equations for the correlation between q e calculated and q e experimental (Freundlich model).

Substrate Fitted equation r
Activated y=270.63+1.1222x 0.9858
Non-activated y=44.206+0.9671x 0.9893

Figure 3 shows fitting of adsorption data according to the Langmuir model and Table 3 shows fitted equations, r, k 1 and k 2 values for the activated and non-activated substrates, by triplicated. r values are more favorable for the activated substrate than in the non-activated substrate. The k 1 value for the activated substrate is about 20 times greater than for the non-activated substrate.

Figure 3. Fitting isotherms to the linear form of the Langmuir equation for the activated and non-activated substrates.

Figure 3.

Table 3. Langmuir model parameters, r, k 1 and k 2 values for activated and non-activated substrates, by triplicated.

Substrate Fitted equation r k 1 k 2
Activated y=0.0003+0.0002x 0.9937 0.6667 5000
y=0.0003+0.0002x 0.9945 0.6667 5000
y=0.0003+0.0002x 0.9950 0.6667 5000
Non-activated y=0.0034+0.0001x 0.7993 0.0294 10000
y=0.0034+0.0001x 0.8638 0.0294 10000
y=0.0032+0.0001x 0.8578 0.0294 10000

Figure 4 show the correlations between calculated and experimental values of q e for the activated and non-activated substrates and Table 4 shows fitted equations for the linear functions. Calculated values of q e are even more biased from the experimental data compared with the Freundlich model. For the activated substrate the average difference is about 25.29 ± 23.67% and 27.22 ± 16.02% for the non-activated substrate.

Figure 4. Correlations between calculated value of C ad vs experimental value (Langmuir model) for the activated and non-activated substrates.

Figure 4.

Table 4. Correlations between calculated and experimental value of q e (Langmuir model) for the activated and non-activated substrates.

Substrate Fitted equation r
Activated y=365.81+1.0936x 0.9809
Non-activated y=221.28+1.1581x 0.9784

pH and electric conductivity study

Figure 5 shows by triplicated trial, pH variation during adsorption reaction, as a function of mmol of Pb(II) added to the activated, non-activated substrate and raw material, using a 1 mM Pb(II) ions solution. In all cases adsorption reaction take place with solution acidification. Experiments are highly reproducible, so reaction follows the same mechanism in all the replicates.

Figure 5. pH variation, by triplicate, as a function of mmol of Pb(II) added to 2 g of substrate from a 1 mM Pb(II) solution, for raw material, and activated and non-activated substrate.

Figure 5.

Figure 6 shows by triplicate, the relative comparison of pH variation, for all these three cases. The acidification is higher on the activated substrates than in the non-activated substrate or in the raw material, so there are more active sites for the adsorption reaction to occur, with a higher production of protons.

Figure 6. pH variation, by triplicate, as a function of mmol of Pb(II) added to 2 g of substrate from a 1 mM Pb(II) solution, for raw material, activated and non-activated substrate.

Figure 6.

Table 5 shows initial and final concentrations of H + ions during the adsorption reaction of Pb(II) ions and the net amount of mmol of H + ions produced in the whole reaction, when a 1 mM Pb(II) solution is used. Adsorption reaction on the activated substrate produces 0.35 μmol of H + ion, compared with the 0.26 μmol of H + on the non-activated substrate, while raw material produces 0.29 μmol of H +.

Table 5. mmol of H + ion produced during the reaction of adsorption when a 1 mM Pb(II) solution is used.

Material C i H + mmol/mL mmol 5 mL C f H + mmol/mL mmol 50 mL mmol H + produced
RM 3.63 x 10 -8 1.82 x 10 -7 5.89 x 10 -6 2.95 x 10 -4 2.94 x 10 -4
NAS 3.16 x 10 -6 1.58 x 10 -5 5.24 x 10 -5 2.62 x 10 -3 2.60 x 10 -3
AS 6.76 x 10 -7 3.38 x 10 -6 6.91 x 10 -5 3.46 x 10 -3 3.45 x 10 -3

Figure 7 shows EC, variation, by triplicate, during adsorption reaction of Pb(II) ions on the activate and non-activated substrates, as well as on the raw material, using a 1 mM Pb(II) solution. EC in the solution is basically produced by ions in the solution, i.e., CH 3COO - and Pb(II) ions, as well as H + ions produced in the adsorption reaction. As EC decreases, it suggests that Pb(II) ions are adsorbed on the substrate surface, as well as on the raw material. The adsorption reaction produces ion immobilization being unable to make a net contribution to the EC of the solution.

Figure 7. EC variation, by triplicate, as a function of mmol of Pb(II) added to 2 g of substrate from a solution 0.001 M Pb(II), for crud material, activated and non-activated substrate.

Figure 7.

Figure 8 shows a comparative view of the EC of the solutions for all three cases when a 1 mM Pb(II) solution is used. Although conductivity decrease due to adsorption of Pb(II) ions, solution in contact with activated substrate present greater conductivity due to the highest production of H + ions during the adsorption reaction. These H + ions have a net contribution to the EC of the solution producing an increasing of the conductivity in the solution which is in contact with the substrates.

Figure 8. EC variation, by triplicate, as a function of mmol of Pb(II) added to 2 g of substrate from a solution 1 mM Pb(II), for crud material, activated and non-activated substrate.

Figure 8.

Figure 9 shows pH variation, by triplicate trial, during adsorption reaction of Pb(II) ions on activate and non-activated substrates as well as on the raw material, when using a 10 mM of Pb(II) ions solution. In line with previous instances, the reaction induces the acidification the solution, a phenomenon concurrently escalating with the rise in Pb(II) ion concentration.

Figure 9. pH variation, by triplicate, as a function of mmol of Pb(II) added to 2 g of substrate from a 10 mM Pb(II) solution, for raw material, and activated and non-activated substrate.

Figure 9.

Figure 10 shows comparative pH variations during adsorption reaction for all these three cases, when a 10 mM of Pb(II) solution is used. Acidification process is more accentuated on the activated substrate, as is expected. The experiments are highly reproducible as in the previous case ( Figure 9), so reaction takes place through the same mechanism in all the replicates.

Figure 10. pH variation as a function of mmol of Pb(II) added to 2 g of substrate from a solution 10 mM Pb(II), for crud material, activated and non-activated substrate.

Figure 10.

Table 6 shows initial and final concentrations of H + ions during the adsorption reaction of Pb(II) ions and the net amount of mmol of H + ions produced in the whole reaction, when a 10 mM Pb(II) solution is used. Adsorption reaction on activated substrate produces 72.2 μmol of H + ion compared with 15.6 μmol of H + on non-activated substrate, which is almost five times smaller. Adsorption reaction on raw material produces 23.3 μmol of H + ion, which is 3 times smaller than in the case of adsorption reaction on the activated substrate. Moreover, this amount of H + ions is almost 200 times greater than in the former case when used a 1 mM Pb(II) solution for adsorption reaction.

Table 6. mmol of H + ion produced during the reaction of adsorption when a 10 mM Pb(II) solution is used.

Material C i H + mmol/mL mmol 5 mL C f H + mmol/mL mmol 50 mL mmol H + produced
RM 2.95 x 10 -5 1.47 x 10 -4 4.68 x 10 -4 0.0234 0.0233
NAS 3.72 x 10 -5 1.86 x 10 -4 3.16 x 10 -4 0.0158 0.0156
AS 3.55 x 10 -5 1.77 x 10 -4 1.45 x 10 -3 0.0723 0.0722

Figures 11 and 12 shows EC, variation by triplicate, during adsorption reaction of Pb(II) ions on raw material and non-activated and activates substrates, when a 10 mM Pb(II) is used. EC in the solutions decreases, because Pb(II) ions are adsorbed on the substrate’s surfaces, however, the decreasing of EC is less pronounced in the solution in contact with the activated substrate A higher net production of protons rises the EC in the solution. Solutions in contact with the non-activated substrate and the raw material show lower EC values due to the less production of H + ion during the adsorption reaction.

Figure 11. EC variation as a function of mmol of Pb(II) added to 2 g of substrate from a solution 10 mM Pb(II), for crud material, activated and non-activated substrate.

Figure 11.

Figure 12. EC variation as a function of mmol of Pb(II) added to 2 g of substrate from a 10 mM Pb(II) solution, for raw material, activated and non-activated substrate.

Figure 12.

Discussion

As pointed out earlier, the amphoteric oxides of Fe, Al, Mn and Ti present on the oxidic substrate surface, which can modify surface charges according to pH value. In alkaline media, a deprotonation reaction of the oxides take place, increasing surface negative charge density, while in acid media, surface oxide protonation occur, increasing positive charge density according to equation (5) 4, 7, 40 :

H2O+FeOOHFeOHH+FeOH2+ (5)

These materials can be classified as “ Variable Charge Oxidic Lithologic Materials”. This particular property can be applied in ionic adsorption processes and exploited in water treatment for water softening, or removing of pollutant chemical species as heavy metals. Literature suggests a mechanism for the adsorption of transitional metals, on these kinds of surfaces, through the formation of an inner sphere complex between metal ion and the oxidic surface, according to the equation (6) 4, 25, 41 :

>FeOH1/2+MH2O6+n>FeOMH2O5+n3/2+H3O+ (6)

Such a kind of reaction modifies surface charge by increasing the positive charge density, with the formation of H 3O + ion, producing solution acidification. This kind of adsorption is defined as specific adsorption or chemisorption, presenting great tendency to irreversibility. 4, 5

Although it does not confirm information about the interaction between Pb(II) ions and calcined substrate surface, an L-type isotherm is indicative of great affinity between Pb(II) ions and calcined substrate surfaces. 36, 37, 41, 42 It might suggests that adsorption reaction on the activated substrate take place through chemisorption of Pb(II) ions on the oxidic surface. At low equilibrium concentrations, the adsorbed amount increases rapidly, while at high concentrations it decreases, reaching to a saturation zone. The adsorption phenomenon is faster and more intensive on the activated substrate because more favorable sites for adsorption are available on the adsorbent substrate surface, according to reaction (5). Therefore, the probability for the Pb(II) ion adsorption is greater on the activated substrate than on the non-activated substrate.

The flat part of the isotherm ( Figure 1a, activated substrate) suggests formation of a saturated monolayer of Pb(II) ions on the surface as is predicted by the Freundlich and Langmuir models and chemisorption should occur on a single monolayer. This type of isotherm, points to the formation of a covalent bond between Pb(II) ions and the substrate surface that is formed by amphoteric metallic oxides as iron, aluminum, titanium and manganese oxides with variable surface charges. 1, 2, 5, 6 Similar type of isotherm has been reported in the literature for Cu(II) ions on OLM calcined substrates. 6, 29, 4144

However, the Langmuir model has its own limitations when used to explain the adsorption process on non-homogeneous surfaces. This model was developed for gas adsorption on homogeneous surfaces; therefore, the model might fail when adsorption take place on irregular surfaces as on the oxidic adsorbent substrate. One of the disadvantages of the Langmuir model is to assume the formation of a monolayer on a homogeneous surface, where all the available sites for the adsorption are equivalent and the ΔH ad is independent of the degree of surface coverage. However, on a non-homogeneous or irregular surface the adsorption sites are non-equivalent and the ΔH ad varies from one place to another. Consequently, those places which led to a more stable bonding are first occupied. The interaction between adsorbed molecules might affect the affinity between the adsorbate and adsorbent, and the greater the surface coverage is, the smaller the ΔH ad is also increases the repulsion between the adsorbed molecules. It might cause the mobility of the molecules through the surface and different places can be occupied. As a result, a physisorbed layers can be formed over the chemisorbed layer. 35, 36, 4042

On the contrary Freundlich model adapts better to non-homogeneous surfaces, consequently, the adsorption from aqueous phase on non-homogeneous or irregular surfaces like the calcined substrate surface, the Freundlich model fits better. 2, 3537, 41

On the non-activated substrate Adsorption reaction ( Figure 1 a ), it seems to run by two different mechanisms. At lower concentrations it follows an L-type isotherm, showing much less affinity for Pb(II) ions compared to activated substrate, the smallest negative charge density on the surface is a limiting factor for the adsorption of Pb(II) ion. However, at higher concentrations, adsorption follows a linear model, suggesting a collateral mechanism for the Pb(II) ions adsorption. Most likely acetate ions, being strong base, might act as a deprotonation agent in favor of the adsorption of Pb(II) ions, according to the reaction (7):

FeOH+CH3COOFeO+CH3COOH (7)

Therefore, adsorption of Pb(II) ions take place after oxide deprotonation via acetate ion, according to a multilayer physic adsorption model. After all, acetate ions, being a strong base, might compete in the oxide deprotonation to form molecular acetic acid. However, the acetate effect doesn’t appear on the activated substrate because the oxidic surface is already deprotonate by the previous alkaline attack.

As it was pointed out earlier, non-activated substrate data serves only as a reference to confirm the oxides deprotonation reaction after alkaline treatment on the activated substrate, so non-activated substrate is useless without being chemically treated in alkaline medium.

The pH measurements during the adsorption reaction showed a significant acidification along the reaction, which agree with the literature 4, 5, 38, 40, 43 about transitional metals chemisorption on amphoteric surface with variable charge. This acidification process became more intense as the concentration of Pb(II) ions in the solution increases. Along with the L-type isotherm, the acidification might be interpreted in terms of a covalence between Pb(II) ions and the oxidic surface, into a specific adsorption reaction or chemisorption, according to the model presented in the equation 8 suggest by the literature. 1, 5, 29, 44

>MOH0.5+PbH2O4+2>MOPbH2O3+0.5+H3O+ (8)

Actually, the new negative charges formed during the alkaline reaction of oxides deprotonation are temporally neutralized by sodium ions, from NaOH solution, which finally will be replaced by Pb(II) ions in the adsorption reaction. EC measurements confirm the acidification process, the highest EC values in the solution in contact with the activated substrate might be interpreted in terms of a highest proton production during the adsorption reaction on the activated substrate.

According to the results, the adsorption reaction is more favorable on the activated substrate where more adsorption active sites are available, due to the alkaline treatment, which increased and homogenize the negative charge density along the substrate surface. The small negative charge density on the non-activated substrate is a limiting factor for the adsorption to occur. Similar results have been reported for the adsorption of heavy metals (Cu, Cd, Zn, As, Ni, Mn, Hg, Cr) on biomaterials, zeolites, polymers, carbonaceous materials, and activated clay, where the increment of the pH increases the negatively charged sites because the deprotonation reaction the sorbent surface, favoring adsorption phenomena. 6, 9, 10, 14, 19, 29, 37, 44 Therefore, it is expected that other transitional metals can suffer the kind of reaction on these kinds of oxidic substrates, making possible their retention from contaminated waters during a filtration process in a granular media.

For activated substrate, adjustment data by Freundlich and Langmuir models fits well with experimental data; however calculated values are biased from the experimental data 15% for the Freundlich model and 25% for the Langmuir model, most probably because of the lack of homogeneity on the oxidic surface, on the contrary, substrate present a rough and irregular surface. Less homogeneity on the surface means that not all adsorbent positions are equivalent. Therefore, the condition of equivalent adsorption sites is no longer fulfilled. Actually, both models try to explain the same type of isotherm, but Freundlich is an empirical model with less straightening conditions compared to the Langmuir which was developed on valuable ideal theoretical considerations difficult to respect in the case of the calcined substrate.

Adsorption isotherms are expressions that define the energy distribution in the active sites and the heterogeneity of the adsorbent surface. This is why when different types of materials and experimental conditions are used, the isotherm can vary. In general, the Langmuir and Freundlich models have been reported that can describe the adsorption process of Pb(II) using clay modified adsorbents, biomaterials, activated carbon, zeolites and multi walled carbon nanotubes. 6, 10, 14, 16

Conclusion

The work focused on the study of the adsorption of Pb(II) ions on the variable charge oxidic substrate, prepared from a natural oxidic lithologic material by thermal treatment and chemically treated or activated in alkaline medium, in order to create a homogenous negative surface charge density where Pb(II) ions can be adsorbed. Adsorption described by an L-type isotherm, show great affinity between Pb(II) ions and the activated surface, adjusted to the Freundlich model. The evidence points to the formation of a covalence between the oxidic surface and Pb(II) ion, with solution acidification. pH measurements during the adsorption reaction showed important acidification along the adsorption reaction according with the theoretic model of chemisorption Results suggest that this variable charge oxidic adsorbent substrate have great potential as an alternative technique for water treatment at small and medium scale using granular filtration system. Alkaline and acid treated substrates may be combined to retain cationic and anionic species sequentially. Such kind of system will allow not only water softening but removal of other pollutant as heavy metals, organic matter and important turbidity reducing. The easiness and low price make them suitable to apply in rural media without treating water systems, using a low-cost and reliable adsorption system.

Ethical considerations

Not applicable.

Acknowledgements

The authors give thanks to the Universidad Nacional de Chimborazo for supporting this work through the research projects program

Funding Statement

The author(s) declared that no grants were involved in supporting this work.

[version 2; peer review: 1 approved

Data availability

Underlying data

Figshare: Adsorption of Pb(II) ions on Variable Charge Oxidic Calcined Substrates with Chemically Modified Surface https://doi.org/10.6084/m9.figshare.22266772.v2. 39

This project contains the following underlying data:

  • Study Adsorption Pb Freundlich model.xlsx

  • Study Adsorption Pb Langmuir model.xlsx

  • Study Adsorption Pb H+ produced.xlsx

  • Study pH Adsorption Pb.xlsx

  • Study CE Adsorption Pb.xlsx

Data are available under the terms of the Creative Commons Deed License (CC0 1.0 Universal).

References

  • 1. Millán F, Prato JG, García M, et al. : Adsorción de iones Cu +2 y Zn +2 por materiales litológicos de carga variable, provenientes de suelos del estado Mérida, Venezuela. Rev. Téc. Ing. Univ. Zulia. 2013;36(3):195–201. [Google Scholar]
  • 2. Prato JG, Millán FC, González LC, et al. : Adsorption of phosphate and nitrate ions on oxidic substrates prepared with a variable-charge lithological material. Water. 2022;14:2454. 10.3390/w14162454 [DOI] [Google Scholar]
  • 3. Prato J, Millán F, González L, et al. : Evaluación de materiales litológicos oxídicos como adsorbentes para el tratamiento de efluentes y aguas residuales. Novasinergia. 2021;4(2):93–110. 10.37135/ns.01.08.06 [DOI] [Google Scholar]
  • 4. Qafoku NP, Van Ranst E, Noble A, et al. : Variable charge soils: Their mineralogy, chemistry and management. Adv. Agron. 2004;84:159–215. 10.1016/S0065-2113(04)84004-5 [DOI] [Google Scholar]
  • 5. Xu RK, Qafoku NP, Van Ranst E, et al. : Adsorption properties of subtropical and tropical variable soils: Implication from climate change and biochard amendment. Adv. Agron. 2016;135:1–58. 10.1016/bs.agron.2015.09.001 [DOI] [Google Scholar]
  • 6. Gu S, Kang X, Wang L, et al. : Clay mineral adsorbents for heavy metal removal from wastewater: A review. Environ. Chem. Lett. 2019;17(2):629–654. 10.1007/s10311-018-0813-9 [DOI] [Google Scholar]
  • 7. Xu R, Wang Y, Tiwari D, et al. : Effect of ionic strength on adsorption of As (III) and As(V) on variable charge soils. J. Environ. Sci. 2009;21(7):927–932. 10.1016/s1001-0742(08)62363-3 [DOI] [PubMed] [Google Scholar]
  • 8. Xie Y, Yuan X, Wu Z, et al. : Adsorption behavior and mechanism of Mg/Fe layered double hydroxide with Fe 3O 4-carbon spheres on the removal of Pb(II) and Cu(II). J. Colloid Interface Sci. 2019;536:440–455. 10.1016/j.jcis.2018.10.066 [DOI] [PubMed] [Google Scholar]
  • 9. Kaur M, Kumari S, Sharma P: Removal of Pb(II) from aqueous solution using nanoadsorbent of Oryza sativa husk: Isotherm, kinetic and thermodynamic studies. Biotechnol. Rep. 2020;25:e00410. 10.1016/j.btre.2019.e00410 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10. Egbosiuba TC, Abdulkareem AS, Tijani JO, et al. : Taguchi optimization design of diameter-controlled synthesis of multi walled carbon nanotubes for the adsorption of Pb(II) and Ni(II) from chemical industry wastewater. Chemosphere. 2021;266: 128937. 10.1016/j.chemosphere.2020.128937 [DOI] [PubMed] [Google Scholar]
  • 11. Ndungu K, Zurbrick CK, Stammerjohn S, et al. : Lead sources to the Amundsen Sea, West Antarctica. Envirom. Sci. Technol. 2016;50(12):6233–6239. 10.1021/acs.est.5b05151 [DOI] [PubMed] [Google Scholar]
  • 12. Latham S, Jennings JL: Reducing lead exposure in school water: Evidence from remediation efforts in New York city public schools. Environ. Res. 2022;203:111735. 10.1016/j.envres.2021.111735 [DOI] [PubMed] [Google Scholar]
  • 13. Wani AL, Ara A, Usmani JA: Lead toxicity: A review. Interdiscip. Toxicol. 2015;8(2):55–64. 10.1515/intox-2015-0009 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14. Egbosiuba TC, Egwunyenga MC, Tijani JO, et al. : Activated multi-walled carbon nanotubes decorated with zero valent nickel nanoparticles for arsenic, cadmium and lead adsorption from wastewater in a batch and continuous flow modes. J. Hazard. Mater. 2022;423: 126993. 10.1016/j.jhazmat.2021.126993 [DOI] [PubMed] [Google Scholar]
  • 15. Sagadevan S, Fatimah I, Egbosiub TC, et al. : Photocatalytic efficiency of titanium dioxide for dyes and heavy metals removal from wastewater. Bull. Chem. React. Eng. Catal. 2022;17(2):430–450. 10.9767/bcrec.17.2.13948.430-450 [DOI] [Google Scholar]
  • 16. Alghamdi AA, Al-Odayni AB, Saeed WS, et al. : Efficient adsorption of lead(II) from aqueous phase solutions using polypyrrole-based activated carbon. Materials. 2019;12(12):2020. 10.3390/ma12122020 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17. Renu, Agarwal M, Singh K: Heavy metal removal from wastewater using various adsorbents: A review. J. Water Reuse Desal. 2017;7(4):387–419. 10.2166/wrd.2016.104 [DOI] [Google Scholar]
  • 18. Raji Z, Karim A, Karam A, et al. : Adsorption of heavy metals: mechanisms, kinetics, and applications of various adsorbents in wastewater remediation—A Review. Waste. 2023;1(3):775–805. 10.3390/waste1030046 [DOI] [Google Scholar]
  • 19. Egbosiuba TC, Abdulkareem AS, Kovo AS, et al. : Enhanced adsorption of As(V) and Mn(VII) from industrial wastewater using multi-walled carbon nanotubes and carboxylated multi-walled carbon nanotubes. Chemosphere. 2020;254: 126780. 10.1016/j.chemosphere.2020.126780 [DOI] [PubMed] [Google Scholar]
  • 20. Sherugar P, Padaki M, Naik NS, et al. : Biomass-derived versatile activated carbon removes both heavy metals and dye molecules from wastewater with near-unity efficiency: Mechanism and kinetics. Chemosphere. 2022;287:132085. 10.1016/j.chemosphere.2021.132085 [DOI] [PubMed] [Google Scholar]
  • 21. Lv QV, Hu X, Zhang X, et al. : Highly efficient removal of trace metal ions by using poly (acrylic acid) hydrogel adsorbent. Mater. Des. 2019;181: 107934. 10.1016/j.matdes.2019.107934 [DOI] [Google Scholar]
  • 22. Enamorado Horrutiner Y, Villanueva Tagle M, Hernández Díaz I, et al. : Caracterización de biomasa inactiva de Aspergillus Niger 0-5 como sorbente de Pb(II). Quím. Nova. 2011;34(7):1141–1146. 10.1590/S0100-40422011000700007 [DOI] [Google Scholar]
  • 23. Jiang TY, Jiang J, Xu RK, et al. : Adsorption of Pb(II) on variable charge soils amended with rice-straw derived biochar. Chemosphere. 2012;89(3):249–256. 10.1016/j.chemosphere.2012.04.028 [DOI] [PubMed] [Google Scholar]
  • 24. Rondón W, Sifontes AB, Freire D, et al. : Remoción de plomo en soluciones acuosas empleando nanoaluminofosfatos amorfos. Rev. Ambient. Água. 2015;10(1):59–70. 10.4136/ambi-agua.1437 [DOI] [Google Scholar]
  • 25. Prato JG, Millán F, Ríos A, et al. : Uso de materiales litológicos oxídicos para la dureza en aguas naturales. Inf. Tecnol. 2022;33(2):145–156. 10.4067/S0718-07642022000200145 [DOI] [Google Scholar]
  • 26. Millán F, Zerpa D, Prato JG, et al. : Caracterización química de tres fracciones granulométricas de materiales litológicos oxídicos. In extensu Publication. Proceedings of XXI Congreso de la Sociedad Venezolana de la Ciencia del Suelo. UNET, San Cristóbal. 2015. 978-980-6300-94-1. Reference Source [Google Scholar]
  • 27. Prato JG, González-Ramírez LC, Pérez MC, et al. : Adsorción de la dureza del agua sobre lechos de rocas volcánicas de Ecuador. Inf. Tecnol. 2021;32(2):51–60. 10.4067/S0718-07642021000200051 [DOI] [Google Scholar]
  • 28. Millán F, Prato JG, López MA, et al. : Estudio de la retención de iones calcio por materiales térmicamente modificados provenientes de suelos de la región de San Juan de Lagunillas, estado Mérida, Venezuela. Rev. Téc. Ing. Univ. Zulia. 2009;32(1):48–54. [Google Scholar]
  • 29. Millán F, Prato JG, González L, et al. : Cu +2 chemisorption on calcined substrates made with an oxidic refractory variable charges lithological material. Rev. Téc. Ing. Univ. Zulia. 2019;42(1):10–18. 10.22209/rt.v42n1a02 [DOI] [Google Scholar]
  • 30. Márquez A, Millán F, Prato JG, La Cruz C: Adsorción de iones Cr(VI) sobre lechos adsorbente calcinados con superficie de carga variable químicamente modificada. Rev. Téc. Ing. Univ. Zulia. 2020;43(2):72–81. 10.22209/rt.v43n2a03 [DOI] [Google Scholar]
  • 31. Millán F, Prato JG, Montilla T, et al. : Using of variable charge adsorption beds for filtration of residual waters. Rev. Téc. Ing. Univ. Zulia. 2018;41(1):98–110. [Google Scholar]
  • 32. Prato JG, Ruiz LB, Djabayan P, et al. : Adsorción de iones fosfatos de aguas naturales a partir de lechos calcinados de suelos lateríticos. Arboleda JR, editor. Investigación y Academia: la Visión desde la Universidad Ecuatoriana. Red Iberoamericana de Pedagogía (REDIPE);2019; (pp.133–151). Cap. 8. [Google Scholar]
  • 33. Prato JG, Navas SA, Ríos AC: Adsorción de iones SO 4 2- en aguas naturales empleando lechos de arcilla amarilla. García VJ, Márquez CO, Giménez E, et al., editors. Avances en Ingeniería 2021 . Ediciones Universidad Nacional de Chimborazo (Unach);2022; (pp.205–222). Cap. 9. 10.37135/u.editorial.05.68 [DOI] [Google Scholar]
  • 34. Dahliyanti A, Yunitama DA, Rofiqoh IM, et al. : Synthesis and characterization of silica xerogel from corn husk waste as cationic dyes adsorbent. F1000Res. 2022;11(305):305. 10.12688/f1000research.75979.1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35. Foo KY, Hameed BH: Insights into the modeling of adsorption isotherm systems. Chem. Eng. J. 2010;156:2–10. 10.1016/j.cej.2009.09.013 [DOI] [Google Scholar]
  • 36. Al-Ghouti MA, Da’ana DA: Guidelines for the use and interpretation of adsorption isotherm models: A review. J. Hazard. Mater. 2020;393:122383. 10.1016/j.jhazmat.2020.122383 [DOI] [PubMed] [Google Scholar]
  • 37. Kalam S, Abu-Khamsin SA, Kamal MS, et al. : Surfactant adsorption isotherms: A review. ACS Omega. 2021;6:32342–32348. 10.1021/acsomega.1c04661 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38. Gupta A, Sharma V, Sharma K, et al. : A review of adsorbents for heavy metal decontamination: Growing approach to wastewater treatment. Materials. 2021;14(16):1–45. 10.3390/ma14164702 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39. Prato J, Millán F, González Ramírez LC, et al. : Adsorption of Pb(II) ions on Variable Charge Oxidic Calcined Substrates with Chemically Modified Surface. [Data]. Figshare. 2023;12 10.6084/m9.figshare.22266772.v1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40. McBride MB: Environmental chemistry of soils. Oxford: Ed. Oxford Univ;1994. [Google Scholar]
  • 41. Adamson A: Physical chemistry of surfaces. 5th ed. England: Wiley Interscience Publications;1990; pp.421–426. [Google Scholar]
  • 42. Masel R: Principles of adsorption and reaction on solid surfaces. England: Wiley Interscience publications;1996; pp.235–248. [Google Scholar]
  • 43. Jiang J, Xu RK, Li SZ: Effect of ionic strength and mechanism of Cu(II) adsorption by Goethite and γ – Al 2O 3. J. Chem. Eng. Data. 2010;55:5547–5552. 10.1021/je100271u [DOI] [Google Scholar]
  • 44. Millán F, Prato JG, Zerpa D, et al. : Copper adsorption on calcined substrates from three granulometric fractions coming from two refractory variable charges lithological materials. Int. J. Recent Dev. Eng. Technol. 2017;6(8):7–17. [Google Scholar]
F1000Res. 2024 Apr 2. doi: 10.5256/f1000research.163125.r260344

Reviewer response for version 2

Nicolae Dinca 1

Thanks, the revised form includes all my requests for improving the work. I have no other comments to make.

Is the work clearly and accurately presented and does it cite the current literature?

Yes

If applicable, is the statistical analysis and its interpretation appropriate?

Yes

Are all the source data underlying the results available to ensure full reproducibility?

Yes

Is the study design appropriate and is the work technically sound?

Yes

Are the conclusions drawn adequately supported by the results?

Yes

Are sufficient details of methods and analysis provided to allow replication by others?

Partly

Reviewer Expertise:

chemistry

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.

F1000Res. 2023 Nov 3. doi: 10.5256/f1000research.145832.r196306

Reviewer response for version 1

Titus Chinedu Egbosiuba 1

F1000 Research Review

The study reported “Adsorption of Pb (II) ions on variable charge oxidic calcined substrates with chemically modified surface ”. The authors prepared oxidic calcined and chemically modified substrates for the removal of Pb (II) ions from wastewater. I recommend the reconsideration of the manuscript for approval after the following comments are addressed:

Comments

  1. The language of the manuscript must be improved by a native English editor. There are a number of grammatical errors.

  2. I suggest the addition of continuous line numbering to enhance review effectiveness.

  3. The abstract must be summarized and rewritten to briefly capture the background, aim of the study, methodology, key results, and the main conclusion. Additional quantification of the results in the abstract is recommended.

  4. In the introduction, describe the hazardous effects of the Pb(II) ions heavy metals. The suggested literatures can guide the authors.

  5. I suggest the addition of more treatment techniques such as photocatalysis, adsorption, advanced oxidation process, membrane filtration. Also, each of the mentioned techniques must be referenced. The recommended literature can guide the authors.

  6. 2 nd paragraph: “Amorphous nanoaluminophosphates have also been proved for lead removing from…” I suggest removing be changed to removal. The entire statement must also be rephrased accordingly.

  7. How was the OLM chemically characterized and where are the results?

  8. Under the preparation of adsorbent, “The lithologic material was crushing…” Crushing or crushed?

  9. Why use furnace to dry at 150 oC. Is drying done with furnace or oven?

  10. How is oxides formation favored by calcination? Reference please.

  11. Kindly remove this statement from the bracket. “(The non-treated...substrate).

  12. The suggested literatures can be used to reference the model equations.

  13. Be consistent in the use of either Pb(II) ions or Pb +2.

  14. I suggest the removal of grid lines from the graphs.

  15. Table 1 and 3 shows the Freundlich and Langmuir isotherm parameters, not fitted equations.

  16. Merge Table 1 and 2. Evaluate the qe parameter and present in Table 1.

  17. Also merge Table 3 and 4.

  18. Under pH and electric conductivity study, “….and activates substrates” Is it activates or activated?

  19. There is no conclusion at the end of the manuscript, is that the journal format?

  20. I recommend the following references must be added to enrich the manuscript 1 - 18 .

Is the work clearly and accurately presented and does it cite the current literature?

Yes

If applicable, is the statistical analysis and its interpretation appropriate?

Yes

Are all the source data underlying the results available to ensure full reproducibility?

Yes

Is the study design appropriate and is the work technically sound?

Yes

Are the conclusions drawn adequately supported by the results?

No

Are sufficient details of methods and analysis provided to allow replication by others?

Yes

Reviewer Expertise:

Materials synthesis for wastewater treatment, Adsorption studies, Kinetic and Isotherm models, Reusability study and the Mechanism of adsorption studies.

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.

References

  • 1. : Green synthesis of iron oxide nanoparticles by Taguchi design of experiment method for effective adsorption of methylene blue and methyl orange from textile wastewater. Results in Engineering .2023;19: 10.1016/j.rineng.2023.101198 10.1016/j.rineng.2023.101198 [DOI] [Google Scholar]
  • 2. : Hydrogen production using cocaine metabolite in microbial electrolysis cells. 3 Biotech .2023;13(11) : 10.1007/s13205-023-03805-7 382 10.1007/s13205-023-03805-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3. : Photocatalytic Efficiency of Titanium Dioxide for Dyes and Heavy Metals Removal from Wastewater. Bulletin of Chemical Reaction Engineering & Catalysis .2022;17(2) : 10.9767/bcrec.17.2.13948.430-450 430-450 10.9767/bcrec.17.2.13948.430-450 [DOI] [Google Scholar]
  • 4. : Isotherm, kinetics, thermodynamics, recyclability and mechanism of ultrasonic assisted adsorption of methylene blue and lead (II) ions using green synthesized nickel oxide nanoparticles. Environmental Nanotechnology, Monitoring & Management .2023;20: 10.1016/j.enmm.2023.100818 10.1016/j.enmm.2023.100818 [DOI] [Google Scholar]
  • 5. : Isotherm, kinetics, thermodynamics and mechanism of metal ions adsorption from electroplating wastewater using treated and functionalized carbon nanotubes. Journal of Environmental Chemical Engineering .2023;11(1) : 10.1016/j.jece.2022.109180 10.1016/j.jece.2022.109180 [DOI] [Google Scholar]
  • 6. : Ultrasonic enhanced adsorption of methylene blue onto the optimized surface area of activated carbon: Adsorption isotherm, kinetics and thermodynamics. Chemical Engineering Research and Design .2020;153: 10.1016/j.cherd.2019.10.016 315-336 10.1016/j.cherd.2019.10.016 [DOI] [Google Scholar]
  • 7. : Development of Ag-doped on multi-walled carbon nanotubes for the treatment of fish pond effluent. Regional Studies in Marine Science .2023;58: 10.1016/j.rsma.2022.102797 10.1016/j.rsma.2022.102797 [DOI] [Google Scholar]
  • 8. : Highly efficient as-synthesized and oxidized multi-walled carbon nanotubes for copper(II) and zinc(II) ion adsorption in a batch and fixed-bed process. Journal of Materials Research and Technology .2021;15: 10.1016/j.jmrt.2021.09.094 2848-2872 10.1016/j.jmrt.2021.09.094 [DOI] [Google Scholar]
  • 9. : Adsorptive properties of MgO/WO3 nanoadsorbent for selected heavy metals removal from indigenous dyeing wastewater. Process Safety and Environmental Protection .2022;162: 10.1016/j.psep.2022.04.057 775-794 10.1016/j.psep.2022.04.057 [DOI] [Google Scholar]
  • 10. : Taguchi optimization design of diameter-controlled synthesis of multi walled carbon nanotubes for the adsorption of Pb(II) and Ni(II) from chemical industry wastewater. Chemosphere .2021;266: 10.1016/j.chemosphere.2020.128937 128937 10.1016/j.chemosphere.2020.128937 [DOI] [PubMed] [Google Scholar]
  • 11. : Activated multi-walled carbon nanotubes decorated with zero valent nickel nanoparticles for arsenic, cadmium and lead adsorption from wastewater in a batch and continuous flow modes. J Hazard Mater .2022;423(Pt B) : 10.1016/j.jhazmat.2021.126993 126993 10.1016/j.jhazmat.2021.126993 [DOI] [PubMed] [Google Scholar]
  • 12. : Enhanced adsorption of As(V) and Mn(VII) from industrial wastewater using multi-walled carbon nanotubes and carboxylated multi-walled carbon nanotubes. Chemosphere .2020;254: 10.1016/j.chemosphere.2020.126780 126780 10.1016/j.chemosphere.2020.126780 [DOI] [PubMed] [Google Scholar]
  • 13. : Adsorption of Cr(VI), Ni(II), Fe(II) and Cd(II) ions by KIAgNPs decorated MWCNTs in a batch and fixed bed process. Sci Rep .2021;11(1) : 10.1038/s41598-020-79857-z 75 10.1038/s41598-020-79857-z [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14. : Industrial Wastewater Treatment.2017; 10.1016/B978-0-12-409548-9.10167-8 23-42 10.1016/B978-0-12-409548-9.10167-8 [DOI] [Google Scholar]
  • 15. : Photocatalytic, electrochemical, antibacterial and antioxidant behaviour of carbon-sulphur Co-doped zirconium (IV) oxide nanocomposite. Cleaner Chemical Engineering .2022;3: 10.1016/j.clce.2022.100034 10.1016/j.clce.2022.100034 [DOI] [Google Scholar]
  • 16. : Photocatalytic and toxicity evaluation of local dyeing wastewater by aluminium/boron doped WO3 nanoparticles. Journal of Water Process Engineering .2021;44: 10.1016/j.jwpe.2021.102376 10.1016/j.jwpe.2021.102376 [DOI] [Google Scholar]
  • 17. : The porosity of felsic pyroclasts: laboratory validation of field-based approaches. Bull Volcanol .2023;85(11) : 10.1007/s00445-023-01679-4 69 10.1007/s00445-023-01679-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18. : Effective removal of malachite green from local dyeing wastewater using zinc-tungstate based materials. Heliyon .2023;9(9) : 10.1016/j.heliyon.2023.e19167 e19167 10.1016/j.heliyon.2023.e19167 [DOI] [PMC free article] [PubMed] [Google Scholar]
F1000Res. 2023 Nov 3. doi: 10.5256/f1000research.145832.r196304

Reviewer response for version 1

Wei Wang 1

This paper presents the adsorption of Pb (II) ions on variable charge oxidic calcined substrates with chemically modified surface. Authors should consider the following observations:

    1. Include some novel findings as in numerical results in abstract.

    2. The quality of the data analysis is not solid enough.

    3. The adsorption mechanism was important and needed to discuss in-depth with characterization support.

    4. Compare the present research with the previous literatures.

Is the work clearly and accurately presented and does it cite the current literature?

Yes

If applicable, is the statistical analysis and its interpretation appropriate?

Partly

Are all the source data underlying the results available to ensure full reproducibility?

Partly

Is the study design appropriate and is the work technically sound?

Yes

Are the conclusions drawn adequately supported by the results?

Yes

Are sufficient details of methods and analysis provided to allow replication by others?

Yes

Reviewer Expertise:

Mineral material; adsorption; catalyst

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.

F1000Res. 2023 Sep 5. doi: 10.5256/f1000research.145832.r183567

Reviewer response for version 1

Nicolae Dinca 1

The work is topical because it scientifically substantiates the possibility of valorizing some indigenous raw materials in the process of purifying residual waters containing Pb +2 resulting from human activity.

The experimental design described on page 4 above, considers the sample volume as a variable factor and the constant Pb +2 concentration (0.001 M), while the results suggest that the sample volume is constant and the concentration is variable. I believe that the confusing text from Methods Adsorption studies (page 4, lines 6-8) should be corrected.

Ci is not defined in the text (page 4, line 8).

If the values of column n in Table 1 are well calculated, then they do not correspond to equations (1) and (2) in the form of the work dated 26 Jun 2023, 12:74. I believe that these equations should be corrected by replacing n with 1/n.

Fig.1 indicates that at low and medium initial ( Ci) Pb +2 concentrations, the adsorption speeds (at 24h) are higher for the activated material.

On page 6, line 5, k 1 and k 2 appear which are not defined in the text and do not appear in eqs. (3-4). 

K 1 (page 6 line 7) is identical to k 1 from line 5?

Technological perspectives that could complement the conclusions (optional):

  • The isotherms in Fig. 1 show that an optimal option in practical applications would be the use of two ion exchange columns linked in series: the first one containing non-activated substrate (cheaper) and the second one containing activated substrate.

  • pH and conductivity measurements can be accessible technical options for monitoring the purification process.

Is the work clearly and accurately presented and does it cite the current literature?

Yes

If applicable, is the statistical analysis and its interpretation appropriate?

Yes

Are all the source data underlying the results available to ensure full reproducibility?

Yes

Is the study design appropriate and is the work technically sound?

Yes

Are the conclusions drawn adequately supported by the results?

Yes

Are sufficient details of methods and analysis provided to allow replication by others?

Partly

Reviewer Expertise:

chemistry

I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.

F1000Res. 2023 Sep 20.
JOSE PRATO MORENO 1

We thank the reviewer for the importance has given to our research, the time spent correcting the manuscript, their knowledge, experience, and willingness to improve the article.

Comment 1: The experimental design described on page 4 above, considers the sample volume as a variable factor and the constant Pb +2 concentration (0.001 M), while the results suggest that the sample volume is constant and the concentration is variable. I believe that the confusing text from Methods Adsorption studies (page 4, lines 6-8) should be corrected.

Response 1: Seven samples of 2 g of substrate, activated and non-activates, were treated with increasing aliquots of 5, 10, 15, 20, 25, 30 and 40 mL of a 1 mM Pb +2 solution. Samples are let to stand, in isothermal conditions, during 24 hours, and periodically shacked. So, the number of millimoles in each one of the samples is known.

Comment 2: Ci is not defined in the text (page 4, line 8).

Response 2: It is corrected, defining Ci in the text, section on adsorption studies.

Comment 3: If the values of column n in Table 1 are well calculated, then they do not correspond to equations (1) and (2) in the form of the work dated 26 Jun 2023, 12:74. I believe that these equations should be corrected by replacing n with 1/n.

Response 3: “n” values are god, what is wrong is equation 2, where exponential term is not n but 1/n. therefore, equations 1 and 2 become:

graphic file with name f1000research-12-163125-i0000.jpg

graphic file with name f1000research-12-163125-i0001.jpg

Comment 4: Fig.1 indicates that at low and medium initial (Ci) Pb +2 concentrations, the adsorption speeds (at 24h) are higher for the activated material.

Response 4:

Taking into account the observation made, the wording has been modified regarding Fig 1, in the results and discussion sections:

Results:

Isotherm graph

Figure 1 a shows the adsorption isotherms of Pb +2 ions on the activated and non-activated substrates. Although the isotherm profile shows but doesn't confirm information about of the interaction between Pb +2 ions and substrate surface, L-type isotherm is associated with great affinity between sorbent and sorbate. At low equilibrium concentrations, the amount adsorbed increases rapidly, while at high concentrations it decreases, getting to a saturation zone. At low concentration non-activated substrate shows less affinity for Pb +2 ions compared to activated substrate, however, at higher concentration the adsorption isotherm become linear increasing Pb +2 adsorption. It might suggest collateral mechanism for the lead ions adsorption.

Discussion:

Figure 1 a, shows the isotherm for non-activated substrate. At low concentrations, a similar kind of adsorption but much less intense, showing less affinity for Pb +2 adsorption. However, at higher concentrations, adsorption increases according to a linear model. Most likely acetate ions, being strong base, deprotonates oxides in favor of Pb +2 adsorption, according to the reaction (7)

FeOH + CH 3COO¯ → FeO¯+ CH 3COOH

Therefore, adsorption of Pb +2 ions take place after oxide deprotonation via acetate ion, according to a multilayer physic adsorption model. After all, acetate ions, being a strong base, might compete in the oxide deprotonation to form molecular acetic acid.

Comment 5: On page 6, line 5, k1 and k2 appear which are not defined in the text and do not appear in eqs. (3-4). K1 (page 6 line 7) is identical to k1 from line 5?.

Response 5:

k 1 and k 2 have been defined in the text and equations 3 and 4 have been adjusted, as detailed below:

graphic file with name f1000research-12-163125-i0002.jpg

graphic file with name f1000research-12-163125-i0003.jpg

In equations 3 and 4, q e is the amount adsorbed per adsorbent weight unit, C eq is the equilibrium concentration of adsorbate in solution after adsorption, k 1 is the Langmuir constant related to the affinity between adsorbate and adsorbent, and k 2 is the adsorption capacity, which represents the maximum amount of adsorbate in a monolayer. The parameters of the isotherm are obtained by plotting C eq/q e versus C eq, resulting in a straight line with slope equal to 1/(k 1 * k 2 ) and the intersection equal to 1/k 2.

Thank you again for your review.

Sincerely,

José G. Prato, Fernando Millán, Marialy Rangel, Andrés Márquez, Luisa Carolina González, Iván Ríos, César García, Carlos Rondón, Enju Wang

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Data Availability Statement

    Underlying data

    Figshare: Adsorption of Pb(II) ions on Variable Charge Oxidic Calcined Substrates with Chemically Modified Surface https://doi.org/10.6084/m9.figshare.22266772.v2. 39

    This project contains the following underlying data:

    • Study Adsorption Pb Freundlich model.xlsx

    • Study Adsorption Pb Langmuir model.xlsx

    • Study Adsorption Pb H+ produced.xlsx

    • Study pH Adsorption Pb.xlsx

    • Study CE Adsorption Pb.xlsx

    Data are available under the terms of the Creative Commons Deed License (CC0 1.0 Universal).


    Articles from F1000Research are provided here courtesy of F1000 Research Ltd

    RESOURCES