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Solid Phase Extraction Using SiO2/Al2O3/TiO2 Ternary Oxide for Cu2+ Preconcentration

Abstract

The present work aims at studying the preconcentration of Cu2+ ions by solid phase extraction using SiO2/Al2O3/TiO2 ternary oxide as adsorbent material. This methodology consists of the affinity of the analyte for the adsorbent material and its subsequent elution with the least amount of solvent. Subsequently, the aqueous phase containing the extracted analyte was collected and analyzed by square wave anodic stripping voltammetry (SW-ASV). For the applied solid phase extraction (SPE) methodology, a complete factorial design was carried out with 3 variables at 2 levels (pH, elution flow rate and analyte concentration) to optimize the extraction conditions. The results showed that at pH 9, the SiO2/Al2O3/TiO2 oxide presents excellent Cu2+ adsorption capacity with recovery values between 81.0 and 104% for this pH range. The limit of detection (LOD) and limit of quantification (LOQ) values were determined to be 1.71 and 5.64 µg L-1, respectively. The study of recovery for SPE method revealed results of 102 and 103%.

Keywords:
solid phase extraction; ternary oxide; preconcentration; copper ions; cachaça; square wave anodic stripping voltammetry


Introduction

Copper is a micronutrient present in the human body and is essential for human health at trace levels. However, the high consumption of copper through alcoholic beverages has caused harmful effects by interfering with the normal catalytic activities of some enzymes.11 Küchler, I. L.; Silva, F. A. M.; Quim. Nova 1999, 22, 339.

In recent years, the consumption of cachaça has been extremely high; the maximum copper content allowed by Brazilian legislation is 5 mg L-1, according to Federal Decree No. 2314 and normative No. 13.22 Boza, Y.; Horii, J.; Ciênc. Tecnol. Aliment. 2000, 20, 279; Ministério da Agricultura, Pecuária e Abastecimento (MAPA); Decreto No. 2314, de 4 de setembro de 1997; Regulamenta a Lei No. 8.918, de 14 de julho de 1994; Dispõe sobre a Padronização, a Classificação, o Registro, a Inspeção, a Produção e a Fiscalização de Bebidas; Instrução Normativa No. 13, de 29 de junho de 2005, Regulamenta a Lei No. 8918, de 14 de julho de 1994; Aprova o Regulamento Técnico para Fixação dos Padrões de Identidade e Qualidade para Aguardente de Cana e para Cachaça; DOU 30/06/2005; DOU: Brasília, p. 3. In other countries, such as the United States, legislation does not tolerate more than 2 mg L-1 of copper in alcoholic distillates.33 Cardoso, D. R.; Lima Neto, B. S.; Franco, D. W.; Quim. Nova 2003, 26, 165. In the European Union, legislation is even more stringent with regards to copper content; its content cannot be higher than 1 mg L-1.44 Debelke, K.; Partial Agreement Department in the Social and Public Health Field Council of Europe; Brussels: European Copper Institute, 2011.

Artisanal cachaça has a sharper flavor and is therefore the most highly sought by consumers, which is concerning since its production requires copper distillers. The oxidation of copper causes an accumulation of azinhavre on the walls of the distillers, which is solubilized into the brandy and therefore contaminates the cachaça.55 Azevedo, S. M.; Cardoso, M. G.; Pereira, N. E.; Ribeiro, C. F. S.; Silva, V. F.; Aguiar, F. C.; Ciênc. agrotec. 2003, 27, 618.

Excess copper in the body can cause a number of complications, most commonly Wilson’s disease, which is considered a recessive disorder characterized by copper buildup in the liver, brain, kidneys and corneas. The excess of metal in the brain leads to tissue damage, causing progressive mental deterioration and, when not treated effectively, leads to death.66 Santos Jr., A. F.; Korn, M. G. A.; Jaeger, H. V.; Silva, N. M. S.; Costa, A. C. S.; Quim. Nova 2002, 25, 1086.,77 Prado, A. L. C.; Fonseca, D. C. B. R. P.; Saúde 2004, 30, 69.

Küchler and Silva 11 Küchler, I. L.; Silva, F. A. M.; Quim. Nova 1999, 22, 339. described a method for the determination of copper in brandy using a spectrophotometric technique with diethyldithiocarbamate in amyl alcohol, and this methodology is an accepted standard in Brazil. Other methods are described in the literature for the determination of copper in cachaça using square wave anodic stripping voltammetry (SW-ASV) and correlated methods, atomic absorption spectrometry (AAS), and molecular spectrophotometry in UV-Vis, among others.11 Küchler, I. L.; Silva, F. A. M.; Quim. Nova 1999, 22, 339.,88 Pinto, F. G.; Rocha, S. S.; Canuto, M. H.; Siebald, H. G. L.; Silva, J. B. B.; Rev. Anal. 2005, 17, 48.

Some techniques as molecular spectrophotometry in UV-Vis still have limitations regarding detection limits. Thus, the determination of these elements at trace levels requires preconcentration of the analyte, which aims to improve the detectability of the techniques.99 Aleixo, P. C.; Nóbrega, J. A.; Santos Jr., D.; Muller, R. C. S.; Quim. Nova 2000, 23, 310. Solid phase extraction (SPE) has advantages over liquid-liquid extraction, including simplicity, high concentration factor, speed, lack of emulsion, availability of numerous adsorbent materials, relatively low cost, ease of automation, and easy adaptation in systems by flow analysis, among others.1010 Costa, L. M.; Tarley, C. R. T.; Segatelli, M. G.; Lima, G. F.; Ribeiro, E. S.; Nascimento, D. R.; Oliveira, F. M.; Spectrochim. Acta 2011, 66, 329.

The development of alternative technologies for the quantification of copper has generated an increased interest in the search for new adsorbent materials. In this scenario, the sol-gel process stands out due to the high dispersion of organic and inorganic components, as well as the control during all stages of synthesis, from choosing precursors to the product in the oxide form.1111 Silva, D. N.; Tarley, C. R. T.; Pereira, A. C.; Electroanalysis 2017, 29, 2793.

Silica plays an important role in these new adsorbent materials since the modification of its surface increases its potential for the extraction of trace elements due the presence of the Brønsted and Lewis acid sites on its surface.1212 Fonseca, B. T.; D'Elia, E.; Siqueira Jr., J. M.; Oliveira, S. M.; Castro, K. L. S.; Ribeiro, E. S.; J. Mater. Sci.: Mater. Electron. 2018, 29, 2159. Some examples presented in the literature include silica modified with zirconium(IV) oxide, 1313 Peixoto, C. R. M.; Gushikem, Y.; Baccan, N.; Analyst 1992, 117, 1029. titanium(IV) oxide, 1414 Kubota, L. T.; Gushikem, Y.; Analyst 1991, 116, 281. and niobium(V) oxide, 1515 Denofre, S.; Gushikem, Y.; Davanzo, C. U.; Eur. J. Solid State Inorg. Chem. 1991, 28, 1295. among others.

The surface modification of silica with metal oxides is carried out through the sol-gel process, where metal oxides are formed through the synthesis of silica. The new materials obtained by the sol-gel process have several advantages including an increased surface area and porosity; high uniformity in the distribution of the metal oxides on the surface of the silica matrix; and use in a large pH range due to the amphoteric mixed oxides. Additionally, these materials combine the mechanical properties of the silica matrix with the chemical properties of metal oxides.1010 Costa, L. M.; Tarley, C. R. T.; Segatelli, M. G.; Lima, G. F.; Ribeiro, E. S.; Nascimento, D. R.; Oliveira, F. M.; Spectrochim. Acta 2011, 66, 329.,1212 Fonseca, B. T.; D'Elia, E.; Siqueira Jr., J. M.; Oliveira, S. M.; Castro, K. L. S.; Ribeiro, E. S.; J. Mater. Sci.: Mater. Electron. 2018, 29, 2159.

Costa et al.1010 Costa, L. M.; Tarley, C. R. T.; Segatelli, M. G.; Lima, G. F.; Ribeiro, E. S.; Nascimento, D. R.; Oliveira, F. M.; Spectrochim. Acta 2011, 66, 329. used the SiO2/Al2O3/Nb2O5 mixed oxide for the preconcentration of Cd2+ in cigarette and water samples, and Tarley et al.1616 Tarley, C. R. T.; Ávila, T. C.; Segatelli, M. G.; Lima, G. F.; Peregrino, G. S.; Scheeren, C. W.; Dias, S. L. P.; Ribeiro, E. S.; Tarley, C. R. T.; J. Braz. Chem. Soc. 2010, 21, 1106. used the mixed oxide for the preconcentration of Zn2+ in water. Diniz et al.1717 Diniz, K. M.; Gorla, F. A.; Ribeiro, E. S.; Nascimento, M. B. O.; Corrêa, R. J. C.; Tarley, C. R. T.; Segatelli, M. G.; Chem. Eng. J. 2014, 239, 233. and Tarley et al.1818 Tarley, C. R. T.; Segatelli, M. G.; Lima, G. F.; Ribeiro, E. S.; Nascimento, D. R.; Assis, A. R.; Diniz, K. M.; Bezerra, M. A.; Talanta 2012, 100, 71. used SiO2/Nb2O5/ZnO and SiO2/Al2O3/TiO2 ternary oxides and silica gel functionalized with 3-(2-aminoethylamino) propyl (SiO2/AAPTMS) in on-line preconcentration systems of CoII and speciation of CrIII and CrIV, respectively, through flow injection analysis (FIA) coupled to spectrometric techniques such as flame atomic absorption spectrometry (FAAS).

These examples cited above show the importance of the development of new materials obtained by the sol-gel process and their application in new analytical methodologies for the determination of toxic metals. Furthermore, there are no studies in the literature employing square wave anodic stripping voltammetry (SW-ASV) coupled to Cu2+ preconcentration using mixed oxides as the adsorbent material.

Although the literature presents some works using SW-ASV to direct copper determination, 1919 Barbeira, P. J. S.; Mazo, L. H.; Stradiotto, N. R.; Analyst 1995, 120, 1647.

20 Tavares, E. F. L.; Okumura, L. L.; Cardoso, M. G.; Oliveira, M. F.; Magriotis, Z. M.; Saczk, A. A.; J. Braz. Chem. Soc. 2012, 23, 1614.
-2121 Oliveira, P. R.; Lamy-Mendes, A. C.; Rezende, E. I. P.; Mangrich, A. S.; Marcolino Jr., L. H.; Bergamini, M. F.; Food Chem. 2015, 171, 426. this work aimed to study a method for Cu2+ preconcentration/separation using SiO2/Al2O3/TiO2 ternary mixed oxides synthesized via sol-gel. The detection method chosen was SW-ASV.

Experimental

Adsorbent material and samples

The SiO2/Al2O3/TiO2 (designated SiAlTi) ternary oxide applied as an adsorbent material was obtained by the sol-gel process, and its synthesis is described in the literature.1818 Tarley, C. R. T.; Segatelli, M. G.; Lima, G. F.; Ribeiro, E. S.; Nascimento, D. R.; Assis, A. R.; Diniz, K. M.; Bezerra, M. A.; Talanta 2012, 100, 71.,2222 Marco, J. P.; Borges, K. B.; Tarley, C. R. T.; Ribeiro, E. S.; Pereira, A. C.; Sens. Actuators, B 2013, 177, 251. The SiAlTi material has a specific surface area (SBET) of 437 m2 g-1, mean pore size of 18.3 Å (making it microporous), and mean pore volume of 0.0395 cm3 g-1. X-ray fluorescence determined a mass percentage of 9.8% for Al2O3 and 30.3% for TiO2 in the material.

The samples of cachaça are of artisanal origin and were acquired in the states of São Paulo and Espírito Santo (Brazil).

Reagents and solutions

All solutions were prepared with ultrapure water (resistivity >18 MΩ cm, 25 ºC; Millipore Milli-Q purification system, Belford, MA, USA). To avoid contamination of the solutions, all glassware was cleaned in a 10% (v/v) HNO3 (Vetec Química, Rio de Janeiro, RJ, Brazil, 99.7%) bath for 24 h and then washed with ultrapure water. Hydrochloric acid (99.7%), acetic acid (99.7%) and ammonium hydroxide (28-30%) were obtained from Vetec (Rio de Janeiro, RJ, Brazil). Acetate, phosphate and ammoniacal buffer solutions consisted of ammonium chloride (Grupo Quimica, Rio de Janeiro, RJ, Brazil, 100%), anhydrous monobasic potassium phosphate (Labsynth, Diadema, SP, Brazil, 99.0%) and sodium phosphate bibasic (Controltec, Rio de Janeiro, RJ, Brazil, 99.0%). The copper sulfate (98-102%) used to prepare the stock solution was purchased from Controltec, Rio de Janeiro, RJ, Brazil. The sulfuric acid used to clean the electrode was purchased from Merck (Darmstadt, Germany, 99.7%).

Experimental design

A complete 23 factorial design was performed to optimize the solid phase extraction procedure. The variables studied were the flow rate of the eluent, the pH of the sample (adjusted with adequate buffer solution), and the concentration of copper adsorbed to determine if cartridge saturation occurred. Copper recovery was analyzed by square wave anodic stripping voltammetry.

Elution was performed with 2 mL of 1 mol L-1 nitric acid, and the mass of the adsorbent material (SiAlTi) was 200 mg. The appropriate ranges for variables were determined by previous studies. The experimental data were analyzed in Microsoft Excel, allowing significance calculations for each variable.

Solid phase extraction

Microcolumn preparation

Microcolumns were packed by first sealing a 1 mL syringe with one piece of cotton and then transferring 200 mg of SiAlTi material into the syringe. This syringe was chosen to increase the chromatographic path by the number of theoretical plates. The maximum capacity of this syringe is 200 mg of the adsorbent material.

Uniform deposition of the adsorbent material was carried out using a manifold (Visiprep, model 12 ports, Darmstadt, Germany) coupled to a vacuum pump (Prismatec, model 121, Itu, SP, Brazil) and the addition of the ammonia buffer solution.

Solid phase extraction procedure

The SPE was carried out in a manifold (Supelco, Visiprep, model 12 ports, Darmstadt, Germany) connected to a vacuum pump of Prismatec (Model 121, Itu, SP, Brazil). The solid phase extraction procedure ( Figure S1, Supplementary Information (SI) section) first consisted of conditioning the cartridge with 10 mL of the 0.14 mol L-1 ammoniacal buffer solution. Then, 5 mL of the samples containing Cu2+ was diluted in the ammoniacal buffer and percolated in the cartridge. Copper ions were eluted by adding 2 mL of 1 mol L-1 nitric acid. The flow rate used to percolate the samples and solvents through the solid phase was 1 mL min-1.

Square wave anodic stripping voltammetry (SW-ASV)

Electrochemical cell

The electrochemical system consisted of a platinum wire as the auxiliary electrode, Ag/AgCl/Cl- (3 mol L-1) as the reference electrode, and a glassy carbon (GC) electrode with an area equivalent to 11.3 mm2 as the working electrode.

The parameters and conditions used for SW-ASV were based on data described in the literature 2323 Honório, G. G.; Azevedo, G. C.; Matos, M. A. C.; Oliveira, M. A. L.; Matos, R. C.; Food Control 2014, 36, 42.,2424 Rosa, T. R.; Rodrigues, J. G. A.; Ferreira, R. Q.; Quim. Nova 2016, 39, 221. and are shown in Table S1 (SI section).

Determination of Cu2+in cachaça samples

Quantification of preconcentrated samples (samples 1 and 2) involved adding 600 µL of the samples into 0.1 mol L-1 HCl solution, with a final volume of 5 mL in the electrochemical cell. The samples were diluted in the ammoniacal buffer prior to preconcentration, and analytical curves were generated to correlate the voltammetric wave area with [Cu2+ ].

Graphite furnace atomic absorption spectrometry (GFAAS)

The samples were analyzed before and after preconcentration on the oxide by graphite furnace atomic absorption spectrometry since this method is well-established for trace metal analysis. The samples were quantified using an analytical curve constructed from standards with the following concentrations: 1, 5, 10, 15, 20 and 30 µg L-1. Table S2 (SI section) shows the temperature program used in the analyses.

Partial validation of the proposed method

The purpose of method validation is to verify that the results obtained are reliable for the purpose, that is, it meets the requirements and standards for the specific proposed use. The parameters studied (SI section) were linearity, limit of detection (LOD), limit of quantification (LOQ) and precision (repeatability and intermediate precision).2525 Lopes, P. A.; Publicação Interna do Curso de Validação de Método, 1ª ed.; Rede de Tecnologia: Rio de Janeiro, Brasil, 2008.

26 Brett, C. M. A.; Brett, A. M. O.; Electroanalysis, 1st ed.; Oxford Chemistry Primers: Oxford, USA, 1998.
-2727 Ribani, M.; Quim. Nova 2004, 27, 771.

Results and Discussion

Experimental design for the optimization of solid phase extraction

The data obtained with the experimental design are shown in Table 1, and the coefficients obtained for the model are shown in Table 2. The confidence intervals corresponding to the coefficients in the model show that the adsorption pH is the only significant coefficient since the value suggests that an increase in pH from 5 to 9 raises the response approximately 25-fold.

Table 1
Factors, levels, coded matrix and responses for 23 factorial design with central points in triplicate for the SPE
Table 2
Statistical results for 23 factorial designs with central points in triplicate

Although they are not significant variables, the eluent flow rate and Cu2+ concentration interact with the adsorption pH, and these interactions are significant. We consider significant all the effects and interactions that have a nonzero value for the confidence interval.2828 Massart, D. L.; Vandeginste, B. G. M.; Buydens, L. M. C.; Jong, S. D.; Lewi, P. J.; Smeyers-Verbeke, J.; Handbook of Chemometrics and Qualimetrics, 1st ed.; Elsevier: New York, USA, 1997. This can be confirmed by observing the recoveries in Table 1 ; when the eluent flow rate and the Cu2+ concentration are maintained at a fixed level, the increase in adsorption pH causes a considerable increase in recovery of the analyte. The same does not occur when the adsorption pH is fixed and when one of the variables is changed.

The best recoveries were obtained when the eluent flow rate and the adsorption pH were maintained at the (+1) level. Thus, the extraction conditions used in this work were an eluent flow rate of 1 mL min-1 and analyte adsorption pH on the column equal to 9. This study also showed that concentrations less than or equal to 200 µg L-1 do not saturate the adsorbent material.

Partial validation of the proposed method

Linearity

The analytical curve used for the linearity study was obtained with copper standards ranging from 29.7 to 68.4 µg L-1, as shown in Figure 1. To guarantee the homogeneity of variances, the Cochran test was applied to the curve (Figure 1), taking into account the number of replicates (n = 3) and the number of concentrations (k = 5). The calculated C value (0.426) was lower than the tabulated C value (0.683), revealing homogeneous variances as the concentration increased. This result was effective for all the curves, indicating homoscedastic behavior.

Figure 1
Analytical curve obtained for copper standards using SW-ASV with GC as the working electrode in a 0.1 mol L-1 HCl solution.

The analytical curve indicated good linearity in the established working range (29.7 to 68.4 µg L-1) with a coefficient of determination (R2 = 0.9983) higher than the acceptance criterion (0.99).

Limit of detection and limit of quantification

The LOD and LOQ determined by the slope criterion were 1.71 and 5.64 µg L-1, respectively. These values are lower than the limit required by national regulatory agencies (5 mg L-1).

Precision (repeatability and intermediate precision)

Figure 2 shows two analytical curves for the proposed method with concentrations ranging from 29.7 to 68.4 µg L-1, obtained by the same operator on different days. The standard deviations for low, medium and high concentrations within the analytical curves are shown in Table 3.

Figure 2
Analytical curves obtained for Cu2+ standards from 29.7 to 68.4 µg L-1 in 0.1 mol L-1 HCl solution.

Table 3
Precision (repeatability) obtained by the proposed method

The relative standard deviations were all lower than 5%, demonstrating the repeatability of the method.

Comparing variances for analytical curves obtained by the same operator and analysis conditions on different days (Figure 2) gave an Fcal of 0.22, which was lower than the Fcrit (9.28) with a confidence interval of 95%, indicating that the variances are equal and that the hypothesis is acceptable. The slopes for the analytical curves were also compared, and the calculated t-value (0.11) was lower than the critical t-value (2.45) at a 95% confidence level. This indicates that the slopes for these two curves are equal; thus, both curves have the same sensitivity.

Determination of Cu2+ in cachaça samples using preconcentration coupled to SW-ASV

The efficiency of the extraction process was studied with two samples of cachaça, which were analyzed before and after preconcentration on the oxide. Quantification of copper was performed by SW-ASV using the analytical curve shown in Figure 3.Table 4 shows the copper ion concentration before and after preconcentration and the recovery obtained by the proposed method.

Figure 3
Voltammograms using SW-ASV with GC as the working electrode in a 0.1 mol L-1 HCl solution, and the respective analytical curve for copper quantification in preconcentrated samples of cachaça.

Table 4
Copper ion concentration before and after preconcentration and the recovery obtained by the solid phase extraction method

Sample 1 was also analyzed by graphite furnace atomic absorption spectrometry (GFAAS) before and after preconcentration to evaluate the efficiency of the solid phase extraction using the mixed oxide. By comparing the copper content obtained before and after the solid phase extraction, the recovery of the proposed method was 95.5%. This value is satisfactory since accepted recoveries are within the range of 70-120%.2727 Ribani, M.; Quim. Nova 2004, 27, 771.

Compared to other methods presented in the literature, the developed method improved Cu2+ quantification (Table 5) presenting a LOD of 1.71 mg L-11 Küchler, I. L.; Silva, F. A. M.; Quim. Nova 1999, 22, 339.. Oliveira et al.2121 Oliveira, P. R.; Lamy-Mendes, A. C.; Rezende, E. I. P.; Mangrich, A. S.; Marcolino Jr., L. H.; Bergamini, M. F.; Food Chem. 2015, 171, 426. and Costa et al.2929 Costa, D. A.; Takeuchi, R. M.; Santos, A. L.; Int. J. Electrochem. Sci. 2011, 6, 6410. quantified Cu2+ by differential pulse anodic stripping voltammetry, whereas in this work it was performed by square wave anodic stripping voltammetry. Though in the work of Tavares et al.2020 Tavares, E. F. L.; Okumura, L. L.; Cardoso, M. G.; Oliveira, M. F.; Magriotis, Z. M.; Saczk, A. A.; J. Braz. Chem. Soc. 2012, 23, 1614. the technique was the same, the electrode was different as well as the experimental parameters.

Table 5
Comparison of analytical parameters for the proposed method with other literature methods for Cu2+ determination

Conclusions

Our results showed that the solid phase extraction using SiO2/Al2O3/TiO2 ternary oxide as adsorbent material coupled square wave anodic stripping voltammetry is efficient for Cu2+ quantification.

Applying the complete 23 factorial design to the solid phase extraction method made it possible to optimize working conditions for the extraction of Cu2+ ions with the proposed oxide.

The developed detection method using GCE and SW-ASV was linear in the range of 29.7-68.4 µg L-1 with LOD and LOQ equal to 1.71 and 5.64 µg L-1, respectively. In this scenario, after SPE, it was possible to quantify Cu2+ in samples of cachaça with recoveries of 102-103%, showing that our extraction method is adequate.

For a comparative study, one of the cachaça samples was analyzed for copper content by GFAAS since it is the current standard methodology in Brazil. Our extraction method exhibited 95.5% recovery by comparing the copper content before and after the SPE.

The results indicated that the developed method using SW-ASV coupled to SPE with SiAlTi was accurate and adequate for the determination of Cu2+ in cachaça samples. Therefore, the proposed method proved to be an alternative procedure for copper ion analysis.

Acknowledgments

All authors would like to thank CNPq (National Council of Technological and Scientific Development of Brazil) and CAPES for the fellowship support.

Supplementary Information

Supplementary information is available free of charge at http://jbcs.sbq.org.br as PDF file.

References

  • 1
    Küchler, I. L.; Silva, F. A. M.; Quim. Nova 1999, 22, 339.
  • 2
    Boza, Y.; Horii, J.; Ciênc. Tecnol. Aliment. 2000, 20, 279; Ministério da Agricultura, Pecuária e Abastecimento (MAPA); Decreto No. 2314, de 4 de setembro de 1997; Regulamenta a Lei No. 8.918, de 14 de julho de 1994; Dispõe sobre a Padronização, a Classificação, o Registro, a Inspeção, a Produção e a Fiscalização de Bebidas; Instrução Normativa No. 13, de 29 de junho de 2005, Regulamenta a Lei No. 8918, de 14 de julho de 1994; Aprova o Regulamento Técnico para Fixação dos Padrões de Identidade e Qualidade para Aguardente de Cana e para Cachaça; DOU 30/06/2005; DOU: Brasília, p. 3.
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    Cardoso, D. R.; Lima Neto, B. S.; Franco, D. W.; Quim. Nova 2003, 26, 165.
  • 4
    Debelke, K.; Partial Agreement Department in the Social and Public Health Field Council of Europe; Brussels: European Copper Institute, 2011.
  • 5
    Azevedo, S. M.; Cardoso, M. G.; Pereira, N. E.; Ribeiro, C. F. S.; Silva, V. F.; Aguiar, F. C.; Ciênc. agrotec. 2003, 27, 618.
  • 6
    Santos Jr., A. F.; Korn, M. G. A.; Jaeger, H. V.; Silva, N. M. S.; Costa, A. C. S.; Quim. Nova 2002, 25, 1086.
  • 7
    Prado, A. L. C.; Fonseca, D. C. B. R. P.; Saúde 2004, 30, 69.
  • 8
    Pinto, F. G.; Rocha, S. S.; Canuto, M. H.; Siebald, H. G. L.; Silva, J. B. B.; Rev. Anal. 2005, 17, 48.
  • 9
    Aleixo, P. C.; Nóbrega, J. A.; Santos Jr., D.; Muller, R. C. S.; Quim. Nova 2000, 23, 310.
  • 10
    Costa, L. M.; Tarley, C. R. T.; Segatelli, M. G.; Lima, G. F.; Ribeiro, E. S.; Nascimento, D. R.; Oliveira, F. M.; Spectrochim. Acta 2011, 66, 329.
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    Silva, D. N.; Tarley, C. R. T.; Pereira, A. C.; Electroanalysis 2017, 29, 2793.
  • 12
    Fonseca, B. T.; D'Elia, E.; Siqueira Jr., J. M.; Oliveira, S. M.; Castro, K. L. S.; Ribeiro, E. S.; J. Mater. Sci.: Mater. Electron. 2018, 29, 2159.
  • 13
    Peixoto, C. R. M.; Gushikem, Y.; Baccan, N.; Analyst 1992, 117, 1029.
  • 14
    Kubota, L. T.; Gushikem, Y.; Analyst 1991, 116, 281.
  • 15
    Denofre, S.; Gushikem, Y.; Davanzo, C. U.; Eur. J. Solid State Inorg. Chem. 1991, 28, 1295.
  • 16
    Tarley, C. R. T.; Ávila, T. C.; Segatelli, M. G.; Lima, G. F.; Peregrino, G. S.; Scheeren, C. W.; Dias, S. L. P.; Ribeiro, E. S.; Tarley, C. R. T.; J. Braz. Chem. Soc. 2010, 21, 1106.
  • 17
    Diniz, K. M.; Gorla, F. A.; Ribeiro, E. S.; Nascimento, M. B. O.; Corrêa, R. J. C.; Tarley, C. R. T.; Segatelli, M. G.; Chem. Eng. J 2014, 239, 233.
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    Tarley, C. R. T.; Segatelli, M. G.; Lima, G. F.; Ribeiro, E. S.; Nascimento, D. R.; Assis, A. R.; Diniz, K. M.; Bezerra, M. A.; Talanta 2012, 100, 71.
  • 19
    Barbeira, P. J. S.; Mazo, L. H.; Stradiotto, N. R.; Analyst 1995, 120, 1647.
  • 20
    Tavares, E. F. L.; Okumura, L. L.; Cardoso, M. G.; Oliveira, M. F.; Magriotis, Z. M.; Saczk, A. A.; J. Braz. Chem. Soc 2012, 23, 1614.
  • 21
    Oliveira, P. R.; Lamy-Mendes, A. C.; Rezende, E. I. P.; Mangrich, A. S.; Marcolino Jr., L. H.; Bergamini, M. F.; Food Chem 2015, 171, 426.
  • 22
    Marco, J. P.; Borges, K. B.; Tarley, C. R. T.; Ribeiro, E. S.; Pereira, A. C.; Sens. Actuators, B 2013, 177, 251.
  • 23
    Honório, G. G.; Azevedo, G. C.; Matos, M. A. C.; Oliveira, M. A. L.; Matos, R. C.; Food Control 2014, 36, 42.
  • 24
    Rosa, T. R.; Rodrigues, J. G. A.; Ferreira, R. Q.; Quim. Nova 2016, 39, 221.
  • 25
    Lopes, P. A.; Publicação Interna do Curso de Validação de Método, 1ª ed.; Rede de Tecnologia: Rio de Janeiro, Brasil, 2008.
  • 26
    Brett, C. M. A.; Brett, A. M. O.; Electroanalysis, 1st ed.; Oxford Chemistry Primers: Oxford, USA, 1998.
  • 27
    Ribani, M.; Quim. Nova 2004, 27, 771.
  • 28
    Massart, D. L.; Vandeginste, B. G. M.; Buydens, L. M. C.; Jong, S. D.; Lewi, P. J.; Smeyers-Verbeke, J.; Handbook of Chemometrics and Qualimetrics, 1st ed.; Elsevier: New York, USA, 1997.
  • 29
    Costa, D. A.; Takeuchi, R. M.; Santos, A. L.; Int. J. Electrochem. Sci 2011, 6, 6410.

Publication Dates

  • Publication in this collection
    04 July 2019
  • Date of issue
    July 2019

History

  • Received
    12 Nov 2018
  • Accepted
    29 Mar 2019
Sociedade Brasileira de Química Instituto de Química - UNICAMP, Caixa Postal 6154, 13083-970 Campinas SP - Brazil, Tel./FAX.: +55 19 3521-3151 - São Paulo - SP - Brazil
E-mail: office@jbcs.sbq.org.br