Abstract
The aim of the study is the investigation of potentially toxic elements adsorption on limestone, dolomite and marble particles of different size. As parameters, rock particle size, solution concentration, contact time and presence of other elements in the solution have been investigated. Four fractions with different particle size (−4mm + 1mm, −1mm + 315μm, −315μm + 90μm, <90μm) have been studied. Batch experiments have been carried out at 20, 60, 120 min from monoelement and competitive Cd, Cu, Pb, Zn solutions at concentrations 5, 100, 500 mg/L, whereas fixed bed conditions have also been applied. In lower concentrations, adsorption reaches equilibrium after 60 min. 15% difference in Pb adsorption and 15-30% in Zn adsorption has been observed depending on particle size. However, according to Taguchi method particle size has not proven a determinative parameter, so as to make grinding and/or sieving necessary for their further utilisation. Cd and Zn adsorption from a competitive solution is lower, whereas Cu and Pb adsorption is similar. Adsorption capacity of materials rises up to 0.03 mg Cd/g, 0.60 mg Cu/g, 0.03 mg Pb/g, 0.60 mg Zn/g. In fixed bed conditions more than 93% element is adsorbed, of which only 4% is leached.
1 Introduction
The rapid development of industries such as mining, specifically electroplating, metal-finishing, paint and plastic manufacturing, without effective control has resulted in a large accumulation of potentially toxic elements like heavy metals in soils, which are generally immutable, not degradable and persistent. In this field, the chemical behaviour of the mineral surfaces in aquatic environments and the elucidation of the mineral-water interface interactions have forced researchers on investigating the mechanisms of metal adsorption on carbonate minerals. Adsorption experiments on calcite or dolomite have taken place mainly from monoelement solutions in batch conditions [1]. The effect of pH of the materials is also an important property affecting their retention capacity of cations. H+ adsorption at the mineral-water interface modifies the surface charge, the surface potential and the distribution of ions in the solution surrounding the solid by formation of complexes.
A wide range of divalent metallic cations, including common diagenetic tracers (e.g. Mg2+, Mn2+, Sr2+) and important environmental contaminants (e.g. Ni2+, Zn2+, Co2+, Cd2+, Pb2+), can potentially substitute for Ca2+ions in the calcite structure [2]. Elements substitutions, vacancies, structural defects etc. result active surfaces allowing ion-exchange, surface precipitation and co-precipitation of ions. This property makes carbonate minerals attractive sorbent materials for potentially toxic element removal from waste streams.
Adsorption on calcitic minerals from monoelement solutions of Cd, Co, Cr, Cu, Ni, Pb and Zn has been investigated with encouraging results. In particular, the sorption selectivity of calcite with extra fine particle size (<9μm), has proven to follow the sequence Cd>Zn Mn>Co>Ni>>Ba=Sr [3]. Pb adsorption on calcite with particle size, varying from 2 to 200 μm, has also proven effective, either by being strongly adsorbed on calcite surface or by precipitating as cerrusite, hydrocerrusite, plumbonacrite or hydroxy lead compounds [4, 5, 6]. In case of Zn a heterogeneous nucleation of Zn-bearing precipitate on calcite surface has been observed [7]. Limestone with very coarse particle size (2.36-4.75 mm) has also been investigated for beneficial removal of Cd, Pb, Zn, Ni, Cu, Cr from monoelement solutions exceeding 90% [8]. Cd adsorption and solid-state diffusion into the crystal takes place on single-crystal calcite cleavage fragments (8-10mm2 by 2-2.5mmthick) [9], whereas Cd2+ uptake by calcite cleavage faces has proven more rapid than Pb2+ uptake [10]. Furthermore, Cd adsorption by direct precipitation as cadmium carbonate on limestone with coarse particle size (1.4-2.0 mm) has been observed in a two column siderite/limestone reactor [11]. Cd, Cr, Zn adsorption on calcite with finer particle size (0.2-1.0 mm) in both batch and fixed bed conditions is achieved respectively through Cd exchange with Ca, precipitation of Zn as hydrozincite Zn5(OH)6(CO3)2 and precipitation of Cr as anoxide hydrocarbonate coating [12].
Dolomite powder has been investigated for Cd and Pb adsorption from aqueous medium with encouraging results at pH 5 as an optimum value [13]. Cu and Pb adsorption from monoelement solutions on dolomite with fine particle size rising up to 200 μm exceeding 85% has been achieved through surface complexation and ion exchange [14, 15]. Co, Cd, Pb, Cr adsorption on polished dolomitic marble slices (1×1cm2) has been achieved by formation of a Co-bearing film on its surface, adsorption and solid-state diffusion of Cd2+, extended overgrowth of crystalline Pb2+carbonates and massive surface precipitation of amorphous Cr3+ hydroxide/oxyhydroxide [16].
As it results from the aforementioned references, particle size has not been examined yet as a specific parameter, for adsorption from a liquid waste burdened with a number of potentially toxic elements, on carbonate minerals. Furthermore, adsorption from competitive solutions is still a field where bibliography also remains poor.
Reserves of carbonate rocks, appropriate as inert material, are abundant in Greece with 230 quarries in operation. Great quantities of tailings and by-products deriving from the extraction which is an economically important and widespread activity remain unexploited, since they are considered inappropriate due to their physical and chemical characteristics, referring to shape, purity, etc. [17]. In combination with great quantities, resulting from cutting, smoothing and polishing of marble, they may cause environmental problems.
The present study aims at investigating the effect of rocks’ particle size on their behaviour in potentially toxic element adsorption and the retention mechanisms, so as to estimate, whether grinding and/or sieving is necessary for their further utilisation as base material of a landfill. To this direction, Taguchi method has also been applied, in order to compare the effect of particle size on potentially toxic element adsorption with other parameters, including solution concentration and contact time. The adsorption process has been studied fromboth monoelement and competitive solutions, so as to simulate real waste streams in case the rocks are used for such an application. The nature of the adsorption isotherms has been also evaluated. Finally, the element retention capacity of the mineral tailings has been estimated by leaching tests.
2 Materials and Methods
2.1 Samples
Samples of limestone and dolomite have been excavated from different depths and supplied by the company TITAN Group dealing with production, transport and trading of ready-mixed concrete and quarry products in Greece. On the other hand, samples of limestone marble and dolomitic marble have been supplied by quarries in Penteli of Attiki and Volakas of Drama in Greece respectively, resulting from both cutting and smoothing the exploited rock and remains of the exploited rock. It must be noted that these materials cannot be used or recycled by the specific companies, due to their inappropriate particle size.
In order to investigate the effect of sample particle size on potentially toxic element adsorption, which is a critical parameter so as to estimate, whether grinding and/or sieving of the mineral tailings is necessary for their further utilisation, samples have been crashed and separated into their grain fractions by mechanical screening. The standard DIN 4188-1:1977-10 has been applied, including material division in four quadrants and cross selection of two quadrants constituting the sample, and subsequently sample dry sieving. Each sample has been divided into four fractions with particle sizes −4mm + 1mm, −1mm + 315μm, −315μm + 90μm and <90μm respectively. The particle size distribution of the samples is shown in Table 1, expressed as % retained material on each sieve.
Particle size distribution of the samples.
particle size | % retained | |||
---|---|---|---|---|
limestone | limestone marble | dolomite | dolomitic marble | |
+ 4mm | 15.30 | 17.14 | 33.38 | 6.38 |
−4mm + 1mm | 54.73 | 43.45 | 30.80 | 12.68 |
−1mm + 315μm | 15.23 | 15.04 | 18.79 | 8.41 |
−315μm + 90μm | 4.76 | 14.98 | 10.08 | 61.13 |
−90μm | 9.99 | 9.39 | 6.94 | 11.39 |
For the qualitative element analysis X-Ray Fluorescence (XRF, ARL ADVANT XP) has been applied and samples have been prepared as fused beads. All the elements have been determined by Inductively Coupled Plasma Atomic Emission Spectroscopy (ICP-MS, Perkin Elmer-ELAN 6100), except Cd, Cr, Cu, Ni, whose quantitative analysis has been also certified by Flame Atomic Absorption Spectrometry (AAS, VARIAN AA240FS) and samples have been digested with HCl, whereas lithium tetraborate fusion has been applied for any remaining material. The mineralogical composition of the samples has been determined by X-Ray Diffraction (XRD, Siemens D-500) with further analysis in a petrographic microscope (LEICA DMLP).
In order to investigate the adsorption mechanisms, further parameters have also been measured: pH according to ISO 6588-1:2012, porosity and specific surface area by N2-adsorption (NOVA-2200 Ver. 6.11) and cation-exchange capacity (CEC) according to EPA 9081 [18], based on mixing the sample with an excess of sodium acetate solution, resulting in an exchange of the added sodium cations for the matrix cations, being then determined.
2.2 Methods
Sorption studies
Potentially toxic element sorption has been studied as a function of sample particle size, solution concentration and contact time, including experiments in both batch and fixed bed conditions in case of using such materials as base of a landfill.
Monoelement solutions containing Cd, Pb, Cu and Zn at 5, 100 and 500 mg/L have been prepared from Fluka analytical standard solutions of their nitrate salts. The pH of the solutions has been adjusted to 5 by adding HNO3 or NaOH, as performed experiments have shown precipitation 37-98% of the aforementioned ions in a competitive solution by increasing pH from 5 to 8 [19].
The batch experiments have been carried out for all the aforementioned material fractions three times and the result is the mean value. In particular, 5 g of sorbent have been added to 30 mL of each solution in a 250 mL Erlenmeyer flask, under magnetic stirring at 400 rpm for 20, 60, 120 min, at room temperature. The sorbent has been removed by filtration and dried over night at 80∘C, so as to be further subjected to leaching studies and XRD-Analysis. The filtrate’s pH has been measured and the element concentration after sorption has been determined by AAS.
In order to simulate wastewater deriving from electroplating, metal-finishing, paint and plastic manufacturing activities, batch experiments have also been carried out in a competitive solution containing 5 mg/L Cd, 5 mg/L Pb, 100 mg/L Cu and 100 mg/L Zn. Sorption has been studied under the aforementioned conditions, whereas as contact time 60min has been selected, since at this time an acceptable adsorption has been achieved.
The adsorption capacity (Eq. 1) of the sorbents in batch experiments has been determined according to the following relation:
(mg element per g sorbent) the adsorption capacity of the sorbent, Ci(mg/L) the initial concentration of each element in the solution and Cf (mg/L) the final concentration of each element in the solution after sorption, m(g) the mass of the sorbent used and V(L) the volume of the solution.
The%adsorption (Eq. 2) for each element has been determined, in both batch and fixed bed conditions, according to the following relation:
Furthermore, in order to describe potentially toxic element adsorption on the different grain fractions of the examined materials, adsorption capacity has been studied as a function of concentration. Langmuir and Freundlich parameters have been calculated from the respective curves fitted to the experimental data, so as to find out how adsorption proceeds at higher solution concentrations (up to 500mg/L), since the aforementioned isotherm models have already been applied for the studied materials at lower concentrations (<<5mg/L) [3, 8, 14].
Langmuir isotherm applies to adsorption on completely homogenous surfaces with negligible interaction between adsorbed molecules. Langmuir isotherm is given by the following relation (Eq. 3):
where qm (mg/g) is the maximum adsorption capacity related to the monolayer adsorption capacity, b the Langmuir model constant. However, for the determination of favorability of sorption process the dimensionless constant separation factor (RL) is important, being defined by the following relation (Eq. 4):
where Co (mg/L) is the initial concentration of the elements. The R L indicates the type of isotherm, being either unfavorable (RL > 1), linear (RL = 1), favorable (0< RL <1) or irreversible (RL = 0).
Freundlich isotherm is applied for non-ideal and reversible sorption, which is not limited to the formation of a monomolecular layer, and is determined by the following relation (Eq. 5):
where (mg/g) and n are the Freundlich parameters. A value n > 1 indicates that element adsorption is favorable, whereas n < 1 indicates unfavorable adsorption and n = 1 linear adsorption.
For the estimation of particle size effect in comparison with other parameters, including solution concentration and contact time, Taguchi method has been applied. Taguchi method combines standard experimental design and analysis techniques, resulting in consistency and reproducibility which are rarely found in other statistical methods. It reduces the number of the required experimental tests, determines the optimal values for various factors and estimates the effect of each factor. As factors for the present study, three (3) parameters that is particle size, solution concentration and contact time have been selected, each one with 3 levels. In this case the L9 (33) Taguchi design is proposed.
In Table 2 the set of the experimental tests proposed by the Taguchi method are shown. For the particle size, 3 levels have only been included (−4mm + 1mm, −1mm + 315μm, −315μm + 90μm). The finest particle size <90μm has not been included, taking into account that the adsorption on this fraction is known to be high and the goal of the present study is to estimate whether the performance of the coarser fractions is satisfactory, in order to avoid grinding and/or sieving.
Set of experimental tests according to L9 Taguchi design.
particle size | concentration (mg/L) 5 | contact time (min) 20 |
---|---|---|
−4mm + 1mm | 5 | 20 |
100 | 60 | |
500 | 120 | |
−1mm + 315μm | 5 | 60 |
100 | 120 | |
500 | 20 | |
−315μm + 90μm | 5 | 120 |
100 | 20 | |
500 | 60 |
For the fixed bed experiments, samples of particle size < 1mm (including fractions −1mm + 315 μm, −315μm + 90μm and <90μm) have been used, as the adsorption results appeared to be more satisfying. The experiments have been based on the principles of the EN 14405 [20], determining the release of constituents from waste packed in a column with a leachant percolating through it, by using a continuous vertical up-flow. However, the conditions of the standard have been changed according to the needs of adsorption, since the standard refers to leaching and not adsorption. In particular, a plastic column of 30 cm height and 5 cm diameter has been used and a down flow at rate 1.25 mL/min has been set by using a peristaltic pump so as to simulate the down flow of water in the soil. Twelve (12) consecutive filtrates of 100 mL have been collected. Their pH has been measured and the concentration of elements has been determined by AAS and ICP-AES. After collecting all the filtrates, a representative sample of the sorbent has been collected and dried at 80∘C overnight, so as to be further subjected to XRD Analysis.
Leaching studies
After sorption studies, the collected sorbents have been subjected to leaching studies, so as to investigate the strength of adsorption of elements on the sorbents, taking into consideration the principles of EN12457-2 [21], that is a batch compliance test providing information on leaching at a liquid to solid ratio 10 L/kg of granular wastes and sludges with a particle size below 4 mm. In particular, deionised water has been applied as leachant under stirring for 24 h at 10 rpm. The pH and element concentration of the eluate have been determined and % leaching of each element retained on the sorbent is given by the following relation (Eq. 6):
where C el (mg/L) the concentration of each element in the eluate, Vel(L) the volume of the eluate, m (g) the mass of the sorbent used for the leaching studies and q (mg element per g sorbent) the adsorption capacity of the sorbent.
3 Results
At first, the physicochemical characteristics of the samples are presented in Table 3, whereas CEC and porosity are analytically presented for each fraction of the materials in Tables 4 and 5 respectively.
Physicochemical characteristics of the samples.
parameter | limestone | limestone marble | dolomite | dolomitic marble |
---|---|---|---|---|
CaO (%) | 55.4 | 55.0 | 31.9 | 33.1 |
MgO (%) | 0.30 | 0.72 | 20.3 | 19.3 |
SiO2 (%) | 0.23 | 0.49 | 0.27 | 0.52 |
Al2O3 (%) | 0.22 | 0.36 | 0.26 | 0.24 |
Fe2O3 (%) | 0.12 | 0.12 | 0.18 | 0.13 |
K2O (%) | 0.03 | 0.14 | 0.01 | < 0.01 |
Na2O (%) | < 0.01 | < 0.01 | < 0.01 | < 0.01 |
SO3 (%) | 0.05 | 0.01 | 0.02 | < 0.01 |
Cu (mg/kg) | < 0.01 | 76 | 10 | 89 |
Mn (mg/kg) | 70 | 180 | < 0.001 | < 0.001 |
Ni (mg/kg) | 17 | < 0.001 | < 0.001 | < 0.001 |
P (mg/kg) | 340 | 270 | 50 | 33 |
Sr (mg/kg) | 700 | 420 | 170 | 310 |
Ti (mg/kg) | 44 | 220 | < 0.001 | < 0.001 |
Zn (mg/kg) | 94 | < 0.001 | < 0.001 | < 0.001 |
LOI (%) | 43.6 | 43.2 | 47.5 | 46.7 |
pH | 9.0 | 8.8 | 10.3 | 9.2 |
CEC (meq/100g) | 5.1 | 4.7 | 4.3 | 4.9 |
CEC of sample fractions with different particle size.
particle size | CEC (meq/100g) | |||
---|---|---|---|---|
limestone | limestone marble | dolomite | dolomitic marble | |
−4mm + 1mm | 4.45 | 3.70 | 4.65 | 3.66 |
−1mm + 315μm | 5.50 | 3.20 | 3.47 | 4.74 |
−315μm + 90μm | 5.05 | 3.34 | 4.47 | 4.73 |
−90μm | 4.90 | 4.75 | 4.28 | 4.92 |
total | 5.07 | 4.72 | 4.26 | 4.93 |
Porosity of sample fractions with different particle size.
particle size | specific surface area SBET (m2/g) | pore volume Vp (cm3/g) | mean pore diameter dp (Å) |
---|---|---|---|
limestone | |||
−1mm + 315μm | 0.164 | 0.002 | 218.2 |
−90μm | 1.175 | 0.003 | 95.9 |
limestone marble | |||
−1mm + 315μm | 0.149 | 0.001 | 160.2 |
−90μm | 0.862 | 0.002 | 98.3 |
dolomite | |||
−1mm + 315μm | 0.139 | 0.001 | 30.8 |
−90μm | 1.182 | 0.003 | 42.9 |
dolomitic marble | |||
−1mm + 315μm | 0.127 | 0.002 | 41.0 |
−90μm | 0.740 | 0.006 | 46.4 |
Concerning the mineralogical characteristics of the samples, XRD analysis has confirmed the presence of calcite. Further analysis in a petrographic microscope has led to detection of apatite, muscovite and magnetite, whereas manganese oxides have been first detected by SEM analysis and then certified in the petrographic microscope.In all the dolomitic samples dolomite has also been detected. After adsorption on the materials formation of new crystalline phases has not been detected. This could be attributed to their low concentration.
In order to investigate the adsorption mechanisms, Langmuir and Freundlich isotherm models have been applied for all the material fractions. In Tables 6a, 6b, 6c, 6d their parameters and correlation coefficients R2 are presented. As it is obvious, in almost all cases that is adsorption of all the examined elements (Cd, Cu, Pb, Zn) on all the fractions of all the materials, Langmuir isotherm model cannot be applied, since correlation coefficients are very low, which is also confirmed by negative Qmax and b values that cannot correspond to a physical meaning. On the other hand, correlation coefficients ~1 indicate better application of Freundlich isotherm model. However, the value n tends to be 1, indicating rather a linear adsorption on the materials, except Cd adsorption on the coarsest fraction (−4mm + 1mm) of limestone marble which is favorable according to Langmuir isotherm model, since the correlation coefficient tends to 1 and is greater than the one of Freundlich model and 0< RL <1. The linear adsorption, observed almost in all cases, is not in contrast with references [3, 8, 14], where either Langmuir or Freundlich model is applied at much lower concentrations (<<5mg/L), but adsorption tends to become linear as concentration increases.
Langmuir and Freundlich isotherm parameters for Cd adsorption on limestone, dolomite and marble.
particle size | Langmuir | Freundlich | |||||
---|---|---|---|---|---|---|---|
qmax (mg/g) | b (L/mg) | RL | R2 | n | KF (mg/g) | R2 | |
limestone | |||||||
−4mm + 1mm | 9.542·10−1 | 6.292·10−3 | 0.241 | 0.905 | 0.969 | 0.004 | 1.000 |
−1mm + 315μm | −8.190 | −5.540·10−4 | 1.383 | 0.415 | 1.009 | 0.004 | 1.000 |
−315μm + 90μm | −8.496 | −5.387·10−4 | 1.369 | 0.416 | 0.988 | 0.004 | 1.000 |
−90μm | −8.347 | −5.463·10−4 | 1.376 | 0.415 | 0.948 | 0.003 | 0.995 |
limestone marble | |||||||
−4mm + 1mm | 3.762·10−1 | 2.949·10−2 | 0.064 | 0.942 | 1.452 | 0.009 | 0.767 |
−1mm + 315μm | 1.595 | 3.182·10−3 | 0.386 | 0.892 | 1.149 | 0.006 | 0.961 |
−315μm + 90μm | −8.696 | −5.252·10−4 | 1.356 | 0.407 | 0.916 | 0.004 | 0.999 |
−90μm | −9.074 | −5.048·10−4 | 1.338 | 0.377 | 0.918 | 0.004 | 0.999 |
dolomite | |||||||
−4mm + 1mm | −1.035·10−1 | −4.412·10−4 | 1.283 | 0.300 | 0.923 | 0.004 | 0.998 |
−1mm + 315μm | −8.217 | −5.534·10−4 | 1.383 | 0.419 | 0.912 | 0.004 | 0.999 |
−315μm + 90μm | 6.072 | 7.986·10−4 | 0.715 | 0.418 | 1.016 | 0.005 | 0.984 |
−90μm | 2.801·10−1 | 1.680·10−4 | 0.923 | 0.041 | 0.974 | 0.004 | 0.992 |
In Figure 1a, 1b, 1c potentially toxic element adsorption on limestone, dolomite and marble from monoelement solutions of different concentration is illustrated as a function of time. Results for dolomitic marble are not presented in this Figure, because they have been carried out only for the fraction −1mm + 315μm, since as it results from Figure 1a, 1b, 1c it performs better than the coarsest one −4mm + 1mm in most cases, after adsorption reaches equilibrium (2 h). The finest ones have not been selected, since their better performance is expected, whereas the goal of the present study is to investigate whether the coarsest ones perform as well as the finest ones, in order to avoid grinding of the materials.

% Adsorption of potentially toxic elements as a function of time on limestone fractions of different particle size from monoelement solutions at 5, 100, 500 mg/L.

% Adsorption of potentially toxic elements as a function of time on limestone marble fractions of different particle size from monoelement solutions at 5, 100, 500 mg/L.

% Adsorption of potentially toxic elements as a function of time on dolomite fractions of different particle size from monoelement solutions at 5, 100, 500 mg/L.
As it is obvious from the Figure 1a, 1b, 1c, adsorption from solutions with very low concentration (5 mg/L) stabilizes after 1 h. Adsorption on limestone at 100 mg/L stabilizes for all elements after 1 h, except in case of Zn whose adsorption increases slightly after 1 h. Adsorption on limestone marble at 100 mg/L is similar with that on limestone,whereas an important increase in Cd and Cu adsorption
Langmuir and Freundlich isotherm parameters for Cu adsorption on limestone, dolomite and marble.
particle size | Langmuir | Freundlich | |||||
---|---|---|---|---|---|---|---|
qmax (mg/g) | b (L/mg) | RL | R2 | n | KF (mg/g) | R2 | |
limestone | |||||||
−4mm + 1mm | −8.333 | −5.463·10−4 | 1.376 | 0.419 | 0.914 | 0.004 | 0.999 |
−1mm + 315μm | −8.163 | −5.548·10−4 | 1.384 | 0.437 | 0.913 | 0.004 | 0.999 |
−315μm + 90μm | −8.340 | −5.466·10−4 | 1.376 | 0.428 | 0.914 | 0.004 | 0.999 |
−90μm | −8.525 | −5.349·10−4 | 1.365 | 0.408 | 0.915 | 0.004 | 0.999 |
limestone marble | |||||||
−4mm + 1mm | 1.176·10−2 | 3.884·10−5 | 0.981 | 0.002 | 0.960 | 0.004 | 0.993 |
−1mm + 315μm | −7.564 | −5.832·10−4 | 1.412 | 0.524 | 0.910 | 0.003 | 1.000 |
−315μm + 90μm | −8.224 | −5.528·10−4 | 1.382 | 0.424 | 0.910 | 0.004 | 0.999 |
−90μm | −8.143 | 3.854·10−5 | 0.981 | 0.421 | 0.910 | 0.003 | 0.999 |
dolomite | |||||||
−4mm + 1mm | −6.553 | −6.534·10−4 | 1.485 | 0.417 | 0.897 | 0.003 | 0.999 |
−1mm + 315μm | −8.299 | −5.498·10−4 | 1.379 | 0.422 | 0.913 | 0.004 | 0.999 |
−315μm + 90μm | −7.468 | −5.251·10−4 | 1.356 | 0.422 | 0.906 | 0.003 | 0.999 |
−90μm | −7.698 | −5.817·10−4 | 1.410 | 0.424 | 0.908 | 0.003 | 0.999 |
Langmuir and Freundlich isotherm parameters for Pb adsorption on limestone, dolomite and marble.
particle size | Langmuir | Freundlich | |||||
---|---|---|---|---|---|---|---|
qmax (mg/g) | b (L/mg) | RL | R2 | n | KF (mg/g) | R2 | |
limestone | |||||||
−4mm + 1mm | −1.252·10−1 | −3.952·10−4 | 1.246 | 0.429 | 0.938 | 0.004 | 1.000 |
−1mm + 315μm | −9.328 | −5.013·10−4 | 1.334 | 0.427 | 0.921 | 0.004 | 0.999 |
−315μm + 90μm | −7.740 | −5.782·10−4 | 1.407 | 0.424 | 0.909 | 0.003 | 0.999 |
−90μm | −6.570 | −6.521·10−4 | 1.484 | 0.423 | 0.897 | 0.003 | 0.999 |
limestone marble | |||||||
−4mm + 1mm | −1.706·10−1 | −3.025·10−4 | 1.178 | 0.428 | 0.952 | 0.004 | 1.000 |
−1mm + 315μm | −1.335·10−1 | −3.747·10−4 | 1.231 | 0.419 | 0.940 | 0.004 | 1.000 |
−315μm + 90μm | −5.970 | −6.962·10−4 | 1.534 | 0.422 | 0.890 | 0.003 | 0.998 |
−90μm | −1.328·10−1 | −3.762·10−4 | 1.232 | 0.418 | 0.940 | 0.004 | 1.000 |
dolomite | |||||||
−4mm + 1mm | −6.053 | −6.905·10−4 | 1.527 | 0.424 | 0.891 | 0.003 | 0.999 |
−41mm + 315μm | −8.389 | −5.446·10−4 | 1.374 | 0.430 | 0.914 | 0.004 | 0.999 |
−315μm + 90μm | −6.456 | −6.607·10−4 | 1.493 | 0.425 | 0.896 | 0.003 | 0.999 |
−90μm | −6.105 | −6.866·10−4 | 1.523 | 0.417 | 0.892 | 0.003 | 0.998 |
on the coarsest fraction is observed at 2 h. Adsorption on dolomite at 100 mg/L also stabilizes after 1 h, except in case of Zn whose adsorption on the finer fractions decreases slightly or more intensely after 2 h. At 500 mg/L Cd and Pb adsorption on limestone and its marble stabilizes after 1h, whereas Cu and Zn adsorption increases. In case of limestone marble a slight decrease in Cd and Cu adsorption on the coarsest fractions is observed. Adsorption on dolomite increases almost in all cases after 1 h, except Pb adsorption which stabilizes, and Cd adsorption on the fine fraction −315μm + 90μm, which decreases after 1 h.
Concerning the particle size effect, at 5 mg/L no significant difference in adsorption on all material fractions with different particle size is observed after 1 h, except a difference between all material fractions by up to 15% observed in Pb adsorption. At 100 mg/L respectively significant differences in adsorption on material fractions with different particle size are observed only in case of Zn adsorption on
Langmuir and Freundlich isotherm parameters for Zn adsorption on limestone, dolomite and marble.
particle size | Langmuir | Freundlich | |||||
---|---|---|---|---|---|---|---|
qmax (mg/g) | b (L/mg) | RL | R2 | n | KF (mg/g) | R2 | |
limestone | |||||||
−4mm + 1mm | −2.632·10−1 | −1.503·10−4 | 1.081 | 0.182 | 0.969 | 0.004 | 1.000 |
−1mm + 315μm | 4.587·10−1 | 8.533·10−5 | 0.959 | 0.986 | 0.988 | 0.004 | 1.000 |
−315μm + 90μm | −2.841·10−1 | −1.375·10−4 | 1.074 | 0.925 | 0.995 | 0.003 | 1.000 |
−90μm | −5.208 | −6.068·10−4 | 1.436 | 0.812 | 0.998 | 0.092 | 0.995 |
limestone marble | |||||||
−4mm + 1mm | −4.965 | −5.923·10−4 | 1.421 | 0.586 | 0.960 | 0.003 | 0.992 |
−1mm + 315μm | −2.604·10−1 | −1.632·10−4 | 1.089 | 0.185 | 0.966 | 0.004 | 0.999 |
−315μm + 90μm | −2.004·10−1 | −2.068·10−4 | 0.241 | 0.241 | 0.961 | 0.004 | 0.999 |
−90μm | 1.650·10−1 | 2.515·10−4 | 0.888 | 0.405 | 1.007 | 0.004 | 0.998 |
dolomite | |||||||
−4mm + 1mm | 3.619 | 1.353·10−3 | 0.596 | 0.605 | 1.045 | 0.005 | 0.975 |
−1mm + 315μm | −5.345 | −6.599·10−4 | 1.492 | 0.701 | 0.948 | 0.003 | 0.992 |
−315μm + 90μm | 5.750 | 7.865·10−4 | 0.718 | 0.477 | 1.021 | 0.004 | 0.987 |
−90μm | −7.479 | −5.643·10−4 | 1.393 | 0.482 | 0.914 | 0.003 | 0.999 |
all the materials, which is in the order of 20-30%. However, it is not the finest fractions that exhibit the best behaviour and the coarsest one the worst behaviour for all materials. At 500 mg/L significant differences are observed after 2 h for Zn adsorption on material fractions with different particle size, however not exceeding 15% in case of limestone and its marble and rising up to 50% in case of dolomite. Furthermore, differences in Cd adsorption at 500 mg/L are observed between the fractions, however not leading to an obvious result.
In general, after equilibrium is achieved (2 h), the fractions of coarser particle size exhibit in most cases a comparable performance to that of the finer ones. In order to certify this result, Taguchi method has been applied, estimating the effect of particle size in comparison with solution concentration,contact time and other parameters, including temperature, pH, solution environment. In Table 7 the effect of each parameter is shown, as resulting from the Taguchi method.
Effect of particle size, concentration and contact time on potentially toxic element adsorption on limestone, limestone marble and dolomite, as resulting from the Taguchi method.
element | % effect | |||
---|---|---|---|---|
particle size | concentration | contact time | other | |
limestone | ||||
Cd | 19.18 | 43.57 | 17.67 | 19.58 |
Cu | 23.71 | 22.54 | 28.55 | 25.2 |
Pb | 0.60 | 98.09 | 0.58 | 0.73 |
Zn | 5.36 | 21.67 | 46.88 | 26.09 |
limestone marble | ||||
Cd | 31.93 | 40.20 | 1.04 | 26.83 |
Cu | 13.23 | 34.74 | 10.12 | 41.91 |
Pb | 2.08 | 94.11 | 1.85 | 1.96 |
Zn | 2.86 | 45.18 | 45.04 | 6.92 |
dolomite | ||||
Cd | 24.84 | 16.64 | 20.18 | 38.34 |
Cu | 16.09 | 12.54 | 54.94 | 16.43 |
Pb | 1.35 | 98.05 | 0.23 | 0.37 |
Zn | 11.10 | 66.77 | 20.42 | 1.71 |
As it results from Table 7, the effect of particle size on Zn adsorption on all studied materials is much lower than the one of other parameters. Pb adsorption is obviously determined by solution concentration. Cd adsorption seems to be determined by concentration in case of limestone and its marble, whereas in case of dolomite the effect of particle size and contact time is similar and not the strongest one. Cu adsorption seems to be determined by concentration in case of limestone marble and by contact time in case of dolomite, whereas in case of limestone all parameters have a similar effect on adsorption. Therefore, in almost all cases particle size has been proven not to be the most determinative parameter in adsorption.
As it has already been explained, since the performance of the fractions – 1mm +315μm, −315μm + 90μm and <90μm is better than that of the coarsest one −4mm + 1mm in most cases, for the experiments in fixed bed conditions, which simulate real conditions, the fraction <1mm, including all the aforementioned finest fractions, has been selected.
As it can be observed in Figure 2, the adsorption of potentially toxic elements (Cd, Cu, Pb, Zn) from monoelement solutions differs a lot from their adsorption from a competitive solution. In particular, Cd and Cu adsorption from monoelement solutions on all the materials is significantly high, varying from 89 to almost 100%. Pb and Zn adsorption on dolomite and its marble is higher, rising up to 90-100%, whereas it varies from 50 to 75% on limestone and its marble. In contrast, Cu and Pb adsorption from a competitive solution on all the materials is high and in some cases even higher than their adsorption from monoelement solutions, whereas Cd and Zn adsorption from a competitive solution on all the materials, except limestone, is significantly lower than their adsorption from monoelement solutions, varying from 17 to 55%. Furthermore, a significant difference is observed in Cd and Zn adsorption from a competitive solution on limestone and its marble. In particular, Cd and Zn adsorption is three times lower on limestone marble than on limestone.

Adsorption % of potentially toxic elements from (a) monoelement solutions and (b) a competitive solution on the fraction −1mm + 315μm of the materials.
In Table 8 the adsorption capacity q (mg of element per g of sorbent) of all the samples, that is limestone and its marble, dolomite and its marble, for all the studied elements (Cd, Cu, Pb, Zn) from both monoelement and competitive solutions is given.
Adsorption capacity of the fraction −1mm + 315μm of the samples in monoelement and competitive solutions of potentially toxic elements.
sorbent material | solution | adsorption capacity q (mg/g sorbent) | |||
---|---|---|---|---|---|
Cd | Cu | Pb | Zn | ||
limestone | monoelement | 0.030 | 0.59 | 0.018 | 0.30 |
competitive | 0.030 | 0.60 | 0.025 | 0.52 | |
limestone marble | monoelement | 0.030 | 0.53 | 0.022 | 0.36 |
competitive | 0.007 | 0.59 | 0.026 | 0.10 | |
dolomite | monoelement | 0.030 | 0.60 | 0.029 | 0.60 |
competitive | 0.015 | 0.58 | 0.028 | 0.33 | |
dolomitic marble | monoelement | 0.030 | 0.60 | 0.029 | 0.59 |
competitive | 0.011 | 0.57 | 0.029 | 0.21 |
In general, no significant differences in adsorption capacity are observed between each rock (limestone, dolomite) and its marble. Limestone and dolomite and their marbles have a similar adsorption capacity for Cd and Cu, rising up to 0.030 mg Cd per g and 0.53-0.60mg Cu per g, whereas dolomite and its marble have a higher adsorption capacity for Pb and Zn, rising up to 0.029 mg Pb per g and 0.59-0.60 mg Zn per g, than that of limestone and its marble, rising up to 0.018-0.022 mg Pb per g and 0.30-0.36 mg Zn per g.
Differences are observed also in the adsorption capacity achieved for each element in monoelement solutions and a competitive solution. In particular, a decrease by 45-75% in Cd and Zn adsorption capacity of all the materials is observed in a competitive solution, except limestone, whose Cd adsorption capacity remains the same and Zn adsorption capacity increases by 73%. No significant differences in Cu adsorption capacity of all materials and also in Pb adsorption capacity of dolomite and its marble are observed, whereas in case of limestone and its marble, an increase in Pb adsorption capacity by 18-39% is observed. The differences in adsorption capacity between monoelement and competitive solutions are in accordance with the ones observed in adsorption %.
The leaching of the elements (Cd, Cu, Pb, Zn) being retained on all the materials, after adsorption in batch conditions, does not exceed 4%, indicating that they are sufficiently retained on the rocks’ surface.
In Figure 3 and 4 the pH of the eluate and the adsorption % of the potentially toxic elements(Cd, Cu, Pb, Zn) during adsorption on all the mineral tailings, that is limestone and its marble, dolomite and its marble, in fixed bed conditions, are respectively illustrated.

Eluate pH during potentially toxic element adsorption on the samples in fixed bed conditions.

Adsorption % of potentially toxic elements Cd (a), Cu (b), Pb (c), Zn (d) on the samples in fixed bed conditions.
Concerning the pH of the eluate during adsorption in fixed bed conditions, an initial increase at the first eluate (100 mL) and then its stabilization is observed for all the materials. The pH is stabilized at a different point for each material. For limestone and its marble it is stabilized at 7.7-9, whereas for dolomite and its marble at 9-9.5.
As it is obvious from Figure 4, as the first 200 mL of solution have passed through the bed, the adsorption on all the materials is in most cases stabilized at its maximum, varying from 93 to almost 100%. Furthermore, even the initial adsorption, estimated by the first eluate, coming up to 86-99%, is considered high. Total adsorption of Cu and Zn is achieved on all the materials in fixed bed conditions. In case of Cd and Pb a variance in adsorption is observed until 800 mL of solution has passed through the bed, however, it cannot be considered significant, since it is in the order of 1-2%. Dolomite and its marble and limestone marble exhibit a lower performance in Pb adsorption in fixed bed conditions, however satisfying, since it is greater than 93%.
4 Discussion
According to the aforementioned presentation of the experimental results, when equilibrium is achieved after 2 h, no significant differences in adsorption on fractions with different particle size can be observed, except in case of Cd and Zn at higher solution concentrations and Pb at low concentration. However, the differences observed do not indicate that in any case the coarsest fraction exhibits the worst performance. In contrast, coarser fractions exhibit in most cases a satisfactory performance, comparable to that of the finer ones.
This fact has also been certified by application of Taguchi method, indicating that the particle size could not be considered as the determinative parameter in potentially toxic element adsorption on the studied materials. This is also in accordance with the fact that there is no statistically significant difference in CEC among the fractions with different particle size of each material, as it has been determined using SPSS software. This result leads to the encouraging conclusion that a grinding and/or sieving process for achieving a fine particle size of the rocks is not considered necessary, relieving thus their further application from an extra financial burden.
As far as it concerns the adsorption capacity of the studied materials, limestone differentiates from dolomite in Zn adsorption, which could be attributed to the ionic radius of Zn2+, which is similar to the one of Mg2+ compared to the one of Ca2+, favouring thus its exchange with Mg2+ rather than with Ca2+, as it has already been mentioned [26, 27]. However, no significant differentiation between each rock and its marble has been observed.
Another view of potentially toxic element adsorption on carbonate minerals on which focuses the present study is adsorption from a competitive solution, in order to simulate real waste streams. Preferable Cu and Pb adsorption from a competitive solution in comparison to Cd and Zn adsorption on the studied materials could be attributed to the adsorption mechanisms for the studied elements. In particular, Cu2+ ions are adsorbed very strongly and fast (within 1min) on calcite surface, since Cu2+ ions are smaller than Ca2+ ions and are incorporated into the crystal lattice [22]. Furthermore, the formation of Cu carbonate and Cu hydroxide complexes contributes to retention of Cu2+ ions on calcite surface [23]. Pb2+ adsorption on calcite is also rapid within the first minute, but continues slowly, indicating a primary reversible Pb2+ binding to the calcite surface, possibly via a co-precipitation mechanism, and some re-arrangement of Pb at the surface, perhaps due to enhanced dilute solid-solution formation with time [4]. Rapid Zn2+ adsorption on calcite appears to occur within 12 hours via exchange of Zn2+ and ZnOH+ with surface-bound Ca2+ and formation of hydrated complex (Zn5(OH)6(CO3)2) being stabilized on calcite surface by chemical forces and incorporated in calcite structure by recrystallization [3, 24]. Cd2+ is adsorbed on calcite preferably than Zn2+ by forming a phase behaving as a surface precipitate [3]. Cd2+ is rapidly and reversibly adsorbed and diffused in calcite surface within 24 hours and slowly and less reversibly during the next 7 days, due to solid solution formation [25]. Taking into account that dolomite consists of layers of carbonate separated by alternating layers of calcium and magnesium ions [14], its performance in competitive solution, being similar to that of calcite, could be explained.
However, the above mentioned adsorption order of the elements from a competitive solution on calcite, as resulting from references, differentiates from the adsorption capacity of the materials. In particular, the adsorption capacity in a competitive solution for limestone follows the order Cu>Zn>Cd>Pb, for dolomite the order Cu>Zn>Pb>Cd and for marbles the order Cu>Pb>Zn>Cd. Zn seems to be more preferred than Pb and Cd, in contrast to references. However, this could be attributed to the different initial concentrations (100 mg/L Zn, 5 mg/L Pb, 5 mg/L Cd), leading to a higher Zn adsorption capacity.
A significant difference observed in Cd and Zn adsorption from a competitive solution on limestone and its marble could be attributed to the adsorption mechanism of each element and the specific characteristics of each material. In particular, the higher porosity and greater pore volume of limestone, as it results from Table 5, favours the solid-state diffusion of Cd in its structure, which is its main adsorption mechanism [16, 25]. On the other hand, Zn is sorbed on carbonate minerals by both ion exchange and precipitation [12, 24]. Therefore, the higher CEC of limestone could partially explain the higher Zn adsorption on it.
Another encouraging result is that leaching of the elements adsorbed on the rock surface is very low rising up to 4%, which constitutes an extra benefit for their utilisation as base material of a landfill.
Finally, the application of fixed bed conditions has led to satisfying potentially toxic element adsorption. In comparison to batch experiments, almost total adsorption of the elements is achieved in all cases, attributed to the available contact time. Even if such a comparison is not suggested, however it could constitute a first estimation of rocks’ behaviour in real conditions, in case they are utilised as landfill base.
In conclusion, the behaviour of mineral tailings, deriving from limestone and its marble, dolomite and its marble, in potentially toxic element adsorption (Cd, Cu, Pb, Zn) investigated in the present study, seems to be encouraging for their potential utilisation in an environmental application.
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This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
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- Fluid-rock interaction and dissolution of feldspar in the Upper Triassic Xujiahe tight sandstone, western Sichuan Basin, China
- Calcified microorganisms bloom in Furongian of the North China Platform: Evidence from Microbialitic-Bioherm in Qijiayu Section, Hebei
- Spatial predictive modeling of prehistoric sites in the Bohemian-Moravian Highlands based on graph similarity analysis
- Geotourism starts with accessible information: the Internet as a promotional tool for the georesources of Lower Silesia
- Models for evaluating craters morphology, relation of indentation hardness and uniaxial compressive strength via a flat-end indenter
- Geotourism in an urban space?
- The first loess map and related topics: contributions by twenty significant women loess scholars
- Modeling of stringer deformation and displacement in Ara salt after the end of salt tectonics
- A multi-criteria decision analysis with special reference to loess and archaeological sites in Serbia (Could geosciences and archaeology cohabitate?)
- Speleotourism in Slovenia: balancing between mass tourism and geoheritage protection
- Attractiveness of protected areas for geotourism purposes from the perspective of visitors: the example of Babiogórski National Park (Poland)
- Implementation of Heat Maps in Geographical Information System – Exploratory Study on Traffic Accident Data
- Mapping War Geoheritage: Recognising Geomorphological Traces of War
- Numerical limitations of the attainment of the orientation of geological planes
- Assessment of runoff nitrogen load reduction measures for agricultural catchments
- Awheel Along Europe’s Rivers: Geoarchaeological Trails for Cycling Geotourists
- Simulation of Carbon Isotope Excursion Events at the Permian-Triassic Boundary Based on GEOCARB
- Morphometry of lunette dunes in the Tirari Desert, South Australia
- Multi-spectral and Topographic Fusion for Automated Road Extraction
- Ground-motion prediction equation and site effect characterization for the central area of the Main Syncline, Upper Silesia Coal Basin, Poland
- Dilatancy as a measure of fracturing development in the process of rock damage
- Error-bounded and Number-bounded Approximate Spatial Query for Interactive Visualization
- The Significance of Megalithic Monuments in the Process of Place Identity Creation and in Tourism Development
- Analysis of landslide effects along a road located in the Carpathian flysch
- Lithological mapping of East Tianshan area using integrated data fused by Chinese GF-1 PAN and ASTER multi-spectral data
- Evaluating the CBM reservoirs using NMR logging data
- The trends in the main thalweg path of selected reaches of the Middle Vistula River, and their relationships to the geological structure of river channel zone
- Lithostratigraphic Classification Method Combining Optimal Texture Window Size Selection and Test Sample Purification Using Landsat 8 OLI Data
- Effect of the hydrothermal activity in the Lower Yangtze region on marine shale gas enrichment: A case study of Lower Cambrian and Upper Ordovician-Lower Silurian shales in Jiangye-1 well
- Modified flash flood potential index in order to estimate areas with predisposition to water accumulation
- Quantifying the scales of spatial variation in gravel beds using terrestrial and airborne laser scanning data
- The evaluation of geosites in the territory of National park „Kopaonik“(Serbia)
- Combining multi-proxy palaeoecology with natural and manipulative experiments — XLII International Moor Excursion to Northern Poland
- Dynamic Reclamation Methods for Subsidence Land in the Mining Area with High Underground Water Level
- Loess documentary sites and their potential for geotourism in Lower Silesia (Poland)
- Equipment selection based on two different fuzzy multi criteria decision making methods: Fuzzy TOPSIS and fuzzy VIKOR
- Land deformation associated with exploitation of groundwater in Changzhou City measured by COSMO-SkyMed and Sentinel-1A SAR data
- Gas Desorption of Low-Maturity Lacustrine Shales, Trassic Yanchang Formation, Ordos Basin, China
- Feasibility of applying viscous remanent magnetization (VRM) orientation in the study of palaeowind direction by loess magnetic fabric
- Sensitivity evaluation of Krakowiec clay based on time-dependent behavior
- Effect of limestone and dolomite tailings’ particle size on potentially toxic elements adsorption
- Diagenesis and rock properties of sandstones from the Stormberg Group, Karoo Supergroup in the Eastern Cape Province of South Africa
- Using cluster analysis methods for multivariate mapping of traffic accidents
- Geographic Process Modeling Based on Geographic Ontology
- Soil Disintegration Characteristics of Collapsed Walls and Influencing Factors in Southern China
- Evaluation of aquifer hydraulic characteristics using geoelectrical sounding, pumping and laboratory tests: A case study of Lokoja and Patti Formations, Southern Bida Basin, Nigeria
- Petrography, modal composition and tectonic provenance of some selected sandstones from the Molteno, Elliot and Clarens Formations, Karoo Supergroup, in the Eastern Cape Province, South Africa
- Deformation and Subsidence prediction on Surface of Yuzhou mined-out areas along Middle Route Project of South-to-North Water Diversion, China
- Abnormal open-hole natural gamma ray (GR) log in Baikouquan Formation of Xiazijie Fan-delta, Mahu Depression, Junggar Basin, China
- GIS based approach to analyze soil liquefaction and amplification: A case study in Eskisehir, Turkey
- Analysis of the Factors that Influence Diagenesis in the Terminal Fan Reservoir of Fuyu Oil Layer in the Southern Songliao Basin, Northeast China
- Gravity Structure around Mt. Pandan, Madiun, East Java, Indonesia and Its Relationship to 2016 Seismic Activity
- Simulation of cement raw material deposits using plurigaussian technique
- Application of the nanoindentation technique for the characterization of varved clay
- Verification of compressibility and consolidation parameters of varved clays from Radzymin (Central Poland) based on direct observations of settlements of road embankment
- An enthusiasm for loess: Leonard Horner in Bonn and Liu Tungsheng in Beijing
- Limit Support Pressure of Tunnel Face in Multi-Layer Soils Below River Considering Water Pressure
- Spatial-temporal variability of the fluctuation of water level in Poyang Lake basin, China
- Modeling of IDF curves for stormwater design in Makkah Al Mukarramah region, The Kingdom of Saudi Arabia