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Solid sampling analysis by flame atomic absorption spectrometry for lead determination in seawater samples after pre-concentration using cocrystallized alizarin red - naphthalene

Abstracts

A device for direct solid analysis by flame atomic absorption spectrometry (DSA-FAAS) with prior solid phase extraction procedure is proposed for the determination of lead in water samples. A buffer solution (NH4Cl-NH3, pH 8.1) and alizarin red - naphthalene solid phase were added for Pb sorption. After, samples (up to 200 mL) were filtered and the naphthalene matrix was dried, ground to particle size < 80 µm and then maintained into a desiccator up to the Pb determination by DSA-FAAS. Test samples (from 0.1 to 2 mg) were weighed into small polyethylene vials. Vials were connected to a homemade device for solid introduction directly into a conventional air + acetylene flame. Test samples were carried as a dry aerosol to a T-quartz cell specially designed for DSA-FAAS. The T-quartz cell was positioned above the burner and below the optical path of the instrument. In the flame, the generated atomic vapor produced a transient signal that was totally integrated in 2 s. The effect of operating conditions on the analytical signal was evaluated. Background signals were always low (wavelength=217.0 nm) and no memory effects were observed. A characteristic mass of 1.1 ng for Pb was found. Calibration was performed using different masses of solid alizarin red-naphthalene spiked with Pb reference solution. Results were considered satisfactory, for concentration ranging from 30 and 50 µg L-1, regarding to both accuracy (recoveries from 94 to 103%) and precision (relative standard deviation less than 5%, n=6). The stability of lead in the solid phase (naphthalene + alizarin red) was evaluated up to 45 days and the results showed that the solid material could be stored during this period. The proposed device used for solid introduction into the flame atomizer may be easily fitted to conventional atomic absorption spectrometers.

lead; naphthalene; pre-concentration; direct solid analysis; flame atomic absorption spectrometry


Um dispositivo para a amostragem direta de sólidos por espectrometria de absorção atômica com chama (DSA-FAAS) é proposto para a determinação de chumbo em água, após o procedimento de extração em fase sólida. Uma solução tampão, NH4Cl-NH3, pH 8,1, e a fase sólida (vermelho de alizarina adsorvido em naftaleno) foram adicionados a amostra de água para adsorção de chumbo. Posteriormente, as amostras (até 200 mL) foram filtradas e a matriz de naftaleno foi seca, moída, até as partículas atingirem tamanho inferior a 80 µm e então mantida em dessecador até a determinação de Pb por DSA-FAAS. Amostras sólidas (de 0,1 a 2 mg) foram pesadas em recipientes de polietileno, os quais foram conectados ao dispositivo para introdução direta de sólidos na chama do tipo ar + acetileno. As amostras sólidas foram transportadas na forma de um aerossol seco até uma cela de quartzo em forma de "T" que foi acoplada ao queimador e posicionada entre este e o feixe óptico do espectrômetro de absorção atômica. Na chama, o vapor atômico gerado produziu um sinal transiente que era totalmente integrado em 2 s. O efeito das condições operacionais sobre o sinal analítico foi avaliado. Sinais de fundo foram sempre baixos (lambda = 217,0 nm) e não foram observados efeitos de memória. A massa característica foi de 1,1 ng de Pb. a calibração foi feita empregando-se diferentes massas de naftaleno impregnado com vermelho de alizarina, tratadas com soluções de referência de Pb. Os resultados foram considerados satisfatórios para concentrações de 30 e 50 µg L-1, tanto com respeito à exatidão (recuperações de 94 a 103%) como à precisão (desvio padrão relativo inferior a 5%, n=6). A estabilidade de Pb na fase sólida (naftaleno + vermelho de alizarina) foi avaliada até 45 dias e os resultados mostraram que o material sólido, após adsorção de Pb e secagem) pode ser armazenado durante este período. O dispositivo proposto, usado para a introdução de amostras sólidas no atomizador, pode ser acoplado facilmente a equipamentos convencionais para espectrometria de absorção atômica.


ARTICLE

Solid sampling analysis by flame atomic absorption spectrometry for lead determination in seawater samples after pre-concentration using cocrystallized alizarin red – naphthalene

Maria das Graças Andrade KornI; Márcia Sousa BispoI; Mauro KornII; Adilson Ben da CostaIII; Julio Cezar Paz de MattosIII; José Neri Gottfried PanizIII; Érico Marlon de Moraes Flores* * e-mail: flores@quimica.ufsm.br , III

IInstituto de Química, Universidade Federal da Bahia, 40170-290 Salvador - BA, Brazil

IIDepartamento de Ciências Exatas e da Terra, Universidade do Estado da Bahia, 41195-001 Salvador - BA, Brazil

IIIDepartamento de Química, Universidade Federal de Santa Maria, 97105-900 Santa Maria - RS, Brazil

ABSTRACT

A device for direct solid analysis by flame atomic absorption spectrometry (DSA-FAAS) with prior solid phase extraction procedure is proposed for the determination of lead in water samples. A buffer solution (NH4Cl-NH3, pH 8.1) and alizarin red – naphthalene solid phase were added for Pb sorption. After, samples (up to 200 mL) were filtered and the naphthalene matrix was dried, ground to particle size < 80 µm and then maintained into a desiccator up to the Pb determination by DSA-FAAS. Test samples (from 0.1 to 2 mg) were weighed into small polyethylene vials. Vials were connected to a homemade device for solid introduction directly into a conventional air + acetylene flame. Test samples were carried as a dry aerosol to a T-quartz cell specially designed for DSA-FAAS. The T-quartz cell was positioned above the burner and below the optical path of the instrument. In the flame, the generated atomic vapor produced a transient signal that was totally integrated in 2 s. The effect of operating conditions on the analytical signal was evaluated. Background signals were always low (wavelength=217.0 nm) and no memory effects were observed. A characteristic mass of 1.1 ng for Pb was found. Calibration was performed using different masses of solid alizarin red-naphthalene spiked with Pb reference solution. Results were considered satisfactory, for concentration ranging from 30 and 50 µg L-1, regarding to both accuracy (recoveries from 94 to 103%) and precision (relative standard deviation less than 5%, n=6). The stability of lead in the solid phase (naphthalene + alizarin red) was evaluated up to 45 days and the results showed that the solid material could be stored during this period. The proposed device used for solid introduction into the flame atomizer may be easily fitted to conventional atomic absorption spectrometers.

Keywords: lead, naphthalene, pre-concentration, direct solid analysis, flame atomic absorption spectrometry

RESUMO

Um dispositivo para a amostragem direta de sólidos por espectrometria de absorção atômica com chama (DSA-FAAS) é proposto para a determinação de chumbo em água, após o procedimento de extração em fase sólida. Uma solução tampão, NH4Cl-NH3, pH 8,1, e a fase sólida (vermelho de alizarina adsorvido em naftaleno) foram adicionados a amostra de água para adsorção de chumbo. Posteriormente, as amostras (até 200 mL) foram filtradas e a matriz de naftaleno foi seca, moída, até as partículas atingirem tamanho inferior a 80 µm e então mantida em dessecador até a determinação de Pb por DSA-FAAS. Amostras sólidas (de 0,1 a 2 mg) foram pesadas em recipientes de polietileno, os quais foram conectados ao dispositivo para introdução direta de sólidos na chama do tipo ar + acetileno. As amostras sólidas foram transportadas na forma de um aerossol seco até uma cela de quartzo em forma de "T" que foi acoplada ao queimador e posicionada entre este e o feixe óptico do espectrômetro de absorção atômica. Na chama, o vapor atômico gerado produziu um sinal transiente que era totalmente integrado em 2 s. O efeito das condições operacionais sobre o sinal analítico foi avaliado. Sinais de fundo foram sempre baixos (l = 217,0 nm) e não foram observados efeitos de memória. A massa característica foi de 1,1 ng de Pb. a calibração foi feita empregando-se diferentes massas de naftaleno impregnado com vermelho de alizarina, tratadas com soluções de referência de Pb. Os resultados foram considerados satisfatórios para concentrações de 30 e 50 µg L-1, tanto com respeito à exatidão (recuperações de 94 a 103%) como à precisão (desvio padrão relativo inferior a 5%, n=6). A estabilidade de Pb na fase sólida (naftaleno + vermelho de alizarina) foi avaliada até 45 dias e os resultados mostraram que o material sólido, após adsorção de Pb e secagem) pode ser armazenado durante este período. O dispositivo proposto, usado para a introdução de amostras sólidas no atomizador, pode ser acoplado facilmente a equipamentos convencionais para espectrometria de absorção atômica.

Introduction

Determination of trace metals in environmental samples, such seawater, is subject of extensive research since they play important roles in biological processes. Particularly, lead determination is important due to its toxicity and environmental concern. In spite of the concentration of lead in natural waters to be extremely low (µg L-1 or ng L-1 levels), in polluted areas the Pb concentration can be very high.1 Nowadays, atomic spectrometry is among the most used instrumental techniques for lead determination in water. However, flame atomic absorption spectrometry (FAAS) and inductively coupled plasma optical emission spectrometry (ICP OES), two well spread techniques and relatively available in many laboratories, do not provide the necessary sensitivity for lead determination in natural waters. Therefore, a pre-concentration step must be included in order to ensure the sensitivity for the determination of lead in seawater by using these conventional analytical techniques.2,3 In adittion, by employing a pre-concentration technique, the matrix effect could be minimized since a separation of analyte from sample matrix takes place.

Several separation and pre-concentration methods for lead are described in the literature.4,5 Solid phase extraction (SPE) procedures have been reported for lead pre-concentration, such as Pb-SpecTM,2 8-hydroxiquinoline immobilized on microporous silica6 and, silica gel modified with 3-aminopropyltriethoxysilane.7 In the last years, SPE using naphthalene has received singular attention due to its efficiency on techniques for separation and pre-concentration of trace and ultra-trace species. The high extraction capacity and the easy phase separation illustrate some advantages of metal extraction with naphthalene.8 Metal chelation followed by solid phase naphthalene extraction have been applied to metal separation as demonstrated by the determination of La, Eu and Yb after reaction with tribromoarsenazo – cetylpyridinium bromide and solid-liquid extraction with microcrystalline naphthalene.9 In the same way Zn, Cd and Pb were determined by spectrophotometry after extraction of their morpholine-4-carbodithioates into molten naphthalene.10 Solid phase extraction with naphthalene has received attention in the last years.3,11 Recently, a procedure using alizarin red (1,2-dihydroxyanthraquinone) complexation and naphthalene as solid phase was applied for the spectrometric Pb determination in seawater. Using this adsorbent a 40 fold-times enrichment factor and interference removal has been reported.3

In spite of the lack of sensitivity for the usual liquid pneumatic nebulization, some procedures have been recently proposed to increase the detection capability in FAAS determinations.12,13 In other hand, the direct solid sample introduction for FAAS has been referred as a very powerful technique because of its high relative sensitivity achievable for some elements, low sample consumption, and ease of sample introduction into the atomizer.14-16 Devices for direct solid analysis (DSA) using flame atomizers present some interesting advantages compared to other procedures owing to the high throughput with a relatively low cost, and easy adaptation to conventional equipments for FAAS. In spite of the good results reported using that procedure, the use of reference materials with a very similar composition to the samples was needed to perform the calibration. This fact has been reported previously16 for the determination of Cd in river and marine sediments, using DSA-FAAS where multivariate calibration procedures must be used to ensure satisfactory results.

For the analysis of liquid samples a good alternative could be the coupling of SPE and DSA-FAAS, two relatively inexpensive procedures, to improve the detection limit in comparison to the ones obtained using conventional FAAS or ICP OES techniques. As an additional advantage, the separation of concomitants could minimize the interferences during the determination step. Thus, the possibility of avoiding elution steps of the analyte and minimizing the sample handling could bring some advantages for this procedure and this way, problems related to the calibration - a very common drawback in DSA procedures16,17 - should be minimized. Despite some procedures have been reported using aqueous reference solutions for calibration18,19 several DSA procedures with graphite furnace or flame atomizers are dependent on the availability of reference materials having a similar composition and analyte concentration close to the samples.20,21 However, for water samples, that problem could be solved by making the pre-concentration step by SPE using reference solutions to make the calibration curves and, after the drying and homogenizing of the adsorbent, it could be injected directly into the atomizer and analyte determinations performed by DSA-FAAS. Moreover, as naphthalene burns very quickly no excessive grinding would be need to atomization and minimum residue should remain after burn. Similar approaches using coprecipitation or synthetic materials for calibration have been previously proposed for Pb determination in water samples.22-24 In these works very low detection limits were reported. However, in these procedures a graphite furnace, instead of a flame, was used as atomizer.

In other hand, the preservation of an analyte is an interesting analytical aspect because complete stability for every constituent can never be achieved. After sample collection, preservation procedures can only retard chemical and biological changes25 and, in general, analyte adsorption on the walls of vessels will take place for samples stored without acidification and/or freezing.26 Independent of storage temperature, most authors recommend acidification immediately after sampling if metal ions should be determined. Commonly, after the collection step, the samples must be filtered and stored in plastic acid washed containers at 4 °C, acidified up to pH 2 or less and the analysis must be performed as soon as possible. In this sense, the use of solid phase extraction and direct solid analysis has some advantages for preservation of trace metals after water samples collection.

Based on the considerations above, the purpose of that work was to develop a lead determination by DSA-FAAS procedure with previous pre-concentration step using a combustible solid phase as adsorbent. For that, alizarin red adsorbed on naphthalene was used to a SPE procedure. This way, calibration and sample analysis were performed using solid standards with the similar matrix composition avoiding the necessity of the use of certified reference materials, standard addition or multivariate calibration techniques.

Experimental

Instrumentation

An Analytik-Jena Model Vario 6 FL (Jena, Germany) flame atomic absorption spectrometer was used in this work. All measurements were carried using deuterium background correction. A lead hollow-cathode lamp (wavelength of 217.0 nm, spectral slitwidth of 0.8 nm), operated at 5 mA was used as line source. A conventional burner (air + acetylene flame, slit of 10 cm) was used and the signals were measured using the integrated absorbance mode (integration time = 2 s). An ultra-microbalance (Sartorius, Göttingen, Germany) model M2P with a 1 mg resolution and a weighing range up to 2 g was also used. Particle size measurements of the ground naphthalene samples were made using a particle size analyzer by laser scattering (Horiba, Kyoto, Japan, model LA-300).

Reagents and solutions

All reagents were of Suprapur® or analytical grade (Merck, Darmstadt, Germany), and nitric acid was doubly distilled in subboiling system (Berghof, model BSP 929, Germany). Ultrapure water from Milli-Q® water purification system (Millipore, Bedford, USA) was used to prepare all solutions. The laboratory glassware was kept overnight in a 10% nitric acid solution. Before its use, the glassware was washed with deionized water and dried in a dust-free environment.

Preparation of alizarin red-naphthalene solid phase and sorption lead procedure

For the sorption procedure a suitable volume of analytical solution containing 10, 20 and 50 µg of lead was added to glass vessels containing each one 200 mL of buffer (NH4Cl-NH3, pH 8.1). Then 0.5 g of the solid phase (naphthalene) was added and the vessels were capped. That procedure was performed in triplicate. Vessels were mechanically shaken for 5 minutes for quantitative lead sorption. The preparation procedure of the alizarin red-naphthalene solid phase used for the lead pre-concentration step was previously described.3 Lead concentrations resulting in the solid phases were 20, 50 and 100 µg g-1. The solid phase was dried in a desiccator, manually ground and homogenized in an agate mortar at particle size fractions < 80 µm. The stability of lead retained in the solid alizarin red-naphthalene matrix was studied up to a period of 45 days after the sorption step.

Direct solid analysis device for Pb determination

The device used in this work for direct solid introduction into the flame was described in previous works.14,27 Test samples of solid alizarin red-naphthalene with lead adsorbed were directly weighed (0.1 to 2 mg) into polyethylene (PE) vials. After, vials were connected to the device used to sample introduction14 into the flame and samples were carried out as a dry aerosol through a heated quartz cell and then dispersed into a conventional air-acetylene flame. The total air flow-rate passing through the quartz T-cell was kept constant during all steps (5 L min-1). The transient signals for lead were completely recorded in less of 1 s (a total integration time of 2 s was used to detect any memory effect.

Results and Discussion

Optimization conditions for the proposed SPE-DSA-FAAS procedure

Initially the behavior of dried and ground naphthalene matrix was evaluated (particle size < 80 µm) using the device to direct solid introduction into the flame. The tests were made using 0.4 mg of the alizarin red – naphthalene solid phase with lead concentration of 50 µg g-1). The influence of some parameters was considered: T-quartz cell distance in relation to the optical path as well as the effect of flame composition on the absorbance signals. The tested distance between T-quartz cell and the optical path varied from 2 to 10 mm and, with the exception of 2 mm, no significant differences (P < 0.05) in sensitivity were observed for all other evaluated distances. With the distance of 2 mm a higher standard deviation was observed and sensitivity was lower than the correspondent values for other distances studied. It could be due to an insufficient time to the complete atomization step. The characteristic masses obtained were around 1.1 ng with distances varying from 4 to 10 mm and the relative standard deviation was less than 4.5%. The distance of 4 mm was chosen for subsequent studies due to the smaller standard deviation.

In previous works where a similar T-quartz cell device to DSA-FAAS was used, it was observed the non-dependence of the distance between the T-quartz cell and the burner head. For the determination of other elements (Cu, Cd and Mn) in different matrices14,16 the influence of distance on the absorbance signals was considered having a minor effect and the distance of 5 mm (slightly better) was chosen for all other DSA-FAAS procedures using the same system. It was expected that the thermal behaviour of naphthalene should be similar to other organic samples as well as the analyte residence time in optical path. As the internal temperature of the T-quartz cell is less than the flame temperature it is probable that the atomization process occurs in the flame. Than, the distance between the quartz cell and optical path is an important parameter in view of to choose the better observation zone and, of course, better sensitivity.

In this work the same value for that distance was arbitrarily chosen and no attempts were made to evaluate the influence of other distances. The influence of flame composition on Pb signals was also studied. For this study the acetylene flow was kept constant at 120 L h-1 and the airflows was varied from 500 to 700 L h-1. Results are shown in Figure 1. A high variation in the characteristic mass was observed (from 1.1 to 5.0 ng) and the best sensitivity was obtained for 625 L h-1 airflow. The effect of flame composition on the analytical signal did not present a regular behavior. This fact should be an effect of the sum of some factors such as the flow, temperature and kind of flame (if oxidant or reducing). Thus, the 120 + 625 L h-1 acetylene + air mixture was chosen for further experiments.


Possible memory effects were evaluated by using empty vials and recording the absorbance signal just after injected solid test samples. However, the obtained signals were always insignificant and very close to the baseline in spite of the use of relatively high sample masses (up to 2 mg) introduced into the flame.

At the optimized conditions reproducible absorbance signals and surprisingly low background signals were obtained (no solid particles were observed during naphthalene combustion). Figure 2 shows a typical analytical signal for Pb using the proposed DSA-FAAS system. As can be seen, the shape of absorbance signal is very symmetric, returns quickly to the baseline and could be integrated in a very short time. It is important to realize that the signals were recorded without the use of any smoothing procedure. Background signals were always low (lower than 0.2 in peak height absorbance scale) for all investigated instrumental conditions.


Another study was made to verify the stability of the dried solid matrix alizarin red-naphthalene with Pb sorbed. After the sorption process, test-samples were stored and lead determination was performed. It was observed that the Pb sorbed was stable in the naphthalene matrix for a 45 days-period without changes of the initial Pb concentration (relative standard deviation less than 5% if the solid is stored in closed vessels). The matrix stability is important because water samples can be treated by the SPE procedure and be stored up to the final Pb determination when convenient.

An important aspect on the atomization process for DSA-FAAS procedures is related to the particle size due to the characteristic of heating transference and residence time in the flame. Obviously, the atomization is dependent on the design of the solid introduction system and the kind of sample matrix. As naphthalene is combustible, few drawbacks should be expected due to the relatively high particle size. The determination of the number of particles in sub-fractions of 5 to 5 mm for the selected granulometric fraction. The results showed that at least 85% of the particles were below 30 mm for the "< 80 µm" fraction and they could explain the facility of atomization using the proposed procedure. In this work no attempts were made to grind the samples to a granulometry less than 80 mm. This choice was made based on the following aspects: (i) the selected particle size was the same currently chosen in previous works using the same device for analysis by DSA-FAAS,14-16(ii) as the test samples are pre-heating into the T-quartz cell (passing as a dry aerosol just before entering into the flame) some reduction on the particle size could be assumed and (iii) avoiding excessive grinding it can minimize the time involved to the sample preparation (about 20 min are need to achieve the selected particle size using a manual agate mortar).

Calibration

As previously commented, analytical curves were performed using test-samples from three different synthetic reference naphthalene matrices having Pb concentrations in the solid phase correspondent to 20, 50 and 100 µg g-1. It was observed a good correlation (R2= 0.9827) among the different Pb masses relative to the three synthetic naphthalene reference samples. Results are presented in Figure 3. The curve was constructed with 45 points with a minimum of 10 points for each test sample, each one generated from a single measurement. The use of more than 40 points to construct the analytical curve was performed only to demonstrate the good correlation and linearity for the proposed SPE-DSA-FAAS procedure and, obviously, fewer points should be needed to calibration for routine analysis. The correlation obtained could be a good indicative for the evaluation of Pb sorption process by SPE.


Figures of merit

Table 1 presents the figures of merit and some optimized conditions for the proposed SPE-DSA-FAAS procedure. A characteristic mass of 1.1 ng/0.0044 s was obtained for sample masses ranging from 0.1 to 3 mg. The instrumental limit of detection was 0.9 ng (3 s, n=10) and the limit of the quantification was 3 ng (10 s, n=10). Relative standard deviation was smaller than 5%. Therefore, this proposed procedure could be used for the separation and pre-concentration of the lead in water samples allowing a limit of quantification for Pb around 2.5 µg L-1 in water, if considering a sample volume of 200 mL. This limit is very close to that previously reported by using the same SPE procedure but performed with ICP OES for Pb determinations3 and it was considered sufficient to the evaluation of environmental contamination by Pb. However, it is important to have in mind that in the proposed procedure a simple and conventional air-acetylene flame is used as atomizer. According to the Brazilian environment regulation (Class II waters) the maximum Pb concentration in water is 30 µg L-1.28

The proposed SPE-DSA-FAAS procedure was applied for the determination of Pb in seawater samples collected in Tramandai beach (Rio Grande do Sul state, Brazil) and all values for Pb concentration were below the quantification limit (2.5 µg L-1). Lead was added to these three samples correspondent to 30 and 50 µg L-1 and the recoveries using the proposed procedure were from 94 to 103% for all samples (n = 6).

Concerning to the sample throughput, it was possible to perform more than 40 determinations per hour after the SPE procedure and weighing of the samples. An interesting aspect related to the routine analysis, for samples that have been collected far from the laboratory for measurement, is related to the possibility to have near to the collection site a laboratory with simple equipments (balance, oven, desiccator, etc) without the necessity of the equipment for measurements as spectrometers for FAAS or ICP OES. Thus, in spite of the possibility of Pb determination in sea waters by electrothermal atomic absorption spectrometry,29,30 with the proposed procedure using FAAS, a less expensive technique, is possible to obtain a satisfactory performance. As the analyte adsorbed in the cocrystallized alizarin red–naphthalene is stable, samples can be treated by the SPE procedure and preserved in plastic vials until Pb determination.

One aspect must be considered: as the solids used for calibration must have similar matrix composition, the proposed procedure minimizes a usual problem related to the reference materials availability having suitable analyte concentration for the calibration step. Thus, as the Pb adsorbed alizarin red – naphthalene matrix is stable, at least, by 45 days it is possible to keep a lot of ground reference test-samples in the laboratory by preparing synthetic solid calibration samples having a convenient interval of Pb concentration. Therefore, the calibration can be performed by direct comparison among the absorbance signals of solids having virtually the same properties. It means that no sophisticated calibration such as multivariate or 3D procedures should be involved.16 In addition, using test-sample masses of 3 mg, is possible, after drying the solid adsorbent, to perform more than 250 replicates from the same test-sample taking into account a naphthalene mass of 0.5 g.

In this work background signals using the DSA-FAAS procedure were always low and memory effects were virtually absent. However, a limitation of the proposed procedure is the maximum sample mass, restricted to 3 mg. This fact limits the detection limit achievable by that procedure, no problems were observed in this work concerning to the homogeneity. On the other hand, the SPE-DSA-FAAS procedure can be considered a low-cost procedure. The device for solid introduction into the flame can be easily fitted to conventional flame atomic absorption spectrometers and then allow the determination step more accessible to laboratories for routine Pb determination in water samples.

Acknowledgments

Authors thank to CAPES, FINEP, FAPERGS, CNPq/FAPESB (Proc. Nº 40/03) and CNPq, for supporting this study and to Dr. Marco A. Z. Arruda (UNICAMP, SP, Brazil) by the particle size measurements.

Received: November 3, 2004

Published on the web: October 06, 2005

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  • Publication Dates

    • Publication in this collection
      04 Jan 2006
    • Date of issue
      Dec 2005

    History

    • Received
      03 Nov 2004
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