Skip to main content
Log in

Application of Mid- and Near-Infrared Spectroscopy for the Control and Chemical Evaluation of Brine Solutions and Traditional Sea Salts

  • Published:
Food Analytical Methods Aims and scope Submit manuscript

Abstract

Mid- and near-infrared spectroscopy methodologies were explored for the analysis of brine solutions and traditional sea salt samples. Brine solutions from different salt pans, corresponding to different stages of sodium chloride crystallisation, were collected. A total of 61 dried and non-dried traditional sea salts were also analysed. Partial least squares regression with leave-one-out cross-validation strategy was applied for the calibration of inorganic constituents Ca2+, Mg2+ and K+, alkalinity as HCO 3 , SO 2−4 , NO 2 and NO 3 and phosphate in brine solutions. Promising results were obtained with the near-infrared (NIR) methodology for brine solutions with coefficients of determination R 2 > 0.90 for Mg+2, K+, HCO 3 and SO 2−4 . Using mid-infrared, the calibration for H2PO 4 was R 2 = 0.85. In relation to the sea salt samples, the strategy adopted was the re-sampling based cross-validation using different spectral pre-processing treatments. In this case, the calibrations using the two IR methodologies fell bellow acceptable levels for the techniques; however, by comparing the R 2 coefficient, the results were slightly better when using the NIR spectra of dried sea samples. In general, these results open a new possibility for the IR applications and also bring an opportunity for continuing with the NIR characterization for dried sea salt samples.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

References

  • Association of Official Analytical Chemists (AOAC) (1984) Moisture—first action. method no. 33.139. Salt, Arlington, p. 636

  • Chen JY, Matsunaga R, Ishikawa K, Zhang H (2003) Main inorganic component measurement of seawater using near-infrared spectroscopy. Appl Spectrosc 57:1399–1406

    Article  CAS  Google Scholar 

  • Cozzolino M, Morón A (2003) The potential of near-infrared reflectance spectroscopy to analyse soil chemical and physical characteristics. J Agric Sci 140:65–71

    Article  CAS  Google Scholar 

  • Diário da República No 16, I-A Série, 2008/01/23. (2008) Portaria n.o 72/2008. Ministério da Economia e da Inovação e da Agricultura, do Desenvolvimento Rural e das Pescas

  • Gadaleta SJ, Paschalis EP, Betts F, Mendelsohn R, Boskey AL (1996) Fourier transform infrared spectroscopy of the solution-mediated conversion of amorphous calcium phosphate to hydroxyapatite: new correlations between x-ray diffraction and infrared data. Calcif Tissue Int 58:9–16

    Article  CAS  Google Scholar 

  • Gastaldi D, Canonico F, Boccaleri E (2009) Ettringite and calcium sulfoaluminate cement: investigation of water content by near-infrared spectroscopy. J Mater Sci 44:5788–5794

    Article  CAS  Google Scholar 

  • Galvis-Sánchez AC, Lopes JA, Delgadillo I, Rangel AOSS (2011a) Fourier transform near-infrared spectroscopy application for sea salt quality evaluation. J Agric Food Chem 59:11109–11116

    Article  Google Scholar 

  • Galvis-Sánchez AC, Tóth IV, Portela A, Delgadillo I, Rangel AOSS (2011b) Monitoring sodium chloride during cod fish desalting process by flow injection spectrometry and infrared spectroscopy. Food Control 22:277–282

    Article  Google Scholar 

  • Günter A, Knake D, Schneider J, Peters H (1973) Geochemistry of modern seawater and brines from salt pans: main components and bromide distribution. Contrib Mineral Petrol 40:1–24

    Article  Google Scholar 

  • Jensen PS, Bak J, Ladefoged S, Andersson-Engels S (2004) Determination of urea, glucose and phosphate in dialysate with Fourier transform infrared spectroscopy. Spectrochim Acta Part A 60:899–905

    Article  Google Scholar 

  • Malley DF, Lockhart L, Wilkinson P, Hauser B (2000) Determination of carbon, carbonate, nitrogen, and phosphorus in freshwater sediments by near-infrared reflectance spectroscopy: rapid analysis and a check on conventional analytical methods. J Paleolim 24:415–425

    Article  Google Scholar 

  • Max JJ, Chapados C (2001) IR spectroscopy of aqueous alkali halide solutions: pure salt-solvated water spectra and hydration numbers. J Chem Phys 115:2664–2675

    Article  CAS  Google Scholar 

  • Max JJ, Gessinger V, van Driessche C, Larouche P, Chapados C (2007) Infrared spectroscopy of aqueous ionic salt solutions at low concentrations. J Chem Phys 126(184507):1–13

    Google Scholar 

  • Mesquita RBR, Ferreira MTSOB, Segundo RLA, Teixeira CFCP, Bordalo AA, Rangel AOSS (2009) Development of a sequential injection system for the determination of nitrite and nitrate in waters with different salinity: application to estuaries in NW Portugal. Anal Methods 1:195–202

    Article  CAS  Google Scholar 

  • Mesquita RBR, Ferreira MTSOB, Tóth IV, Bordalo AA, McKelvie ID, Rangel AOSS (2011) Development of a flow method for the determination of phosphate in estuarine and freshwaters—comparison of flow cells in spectrophotometric sequential injection analysis. Anal Chim Acta 701:15–22

    Article  CAS  Google Scholar 

  • Mesquita RBR, Rangel AOSS (2004) A sequential injection system for the spectrophotometric determination of calcium, magnesium and alkalinity in water samples. Anal Sci 20:1205–1210

    Article  CAS  Google Scholar 

  • Miller FA, Wilkins CH (1952) Infrared spectra and characteristic frequencies of inorganic ions—their use in qualitative analysis. Anal Chem 24:1253–1294

    Article  CAS  Google Scholar 

  • Morais IPA, Souto MRS, Lopes TIMS, Rangel AOSS (2003) Use of a single air segment to minimise dispersion and improve mixing in sequential injection: turbidimetric determination of sulphate in waters. Water Res 37:4243–4249

    Article  CAS  Google Scholar 

  • Naes T, Isaksson T, Fearn T, Davies T (2004) Interpreting PCR and PLS solutions. In: A user-friendly guide to multivariate calibration and classification, 1st ed. NIR Publications, Chichester, pp 39–54

  • Periasamy A, Muruganand S, Palaniswamy M (2009) Vibrational studies of Na2SO4, K2SO4, NaHSO4 and KHSO4 crystals. Rasayan J Chem 2:981–989

    CAS  Google Scholar 

  • Preisner O, Guiomar R, Machado J, Menezes JC, Lopes JA (2010) Application of Fourier transform infrared spectroscopy and chemometrics for differentiation of Salmonella enterica Serovar Enteritidis phage types. Appl Environ Microbiol 76:3538–3544

    Article  CAS  Google Scholar 

  • Vogt F, Kraft M, Mizaikoff B (2002) First results on infrared attenuated total reflection spectroscopy for quantitative analysis of salt ions in seawater. App Spectrosc 56:1376–1380

    Article  CAS  Google Scholar 

  • Wu D, He Y, Shi J, Feng S (2009) Exploring near and mid infrared spectroscopy to predict trace iron and zinc contents in powdered milk. J Agric Food Chem 57:1697–1704

    Article  CAS  Google Scholar 

  • Zhao LJ, Zhang YH, Wei ZF, Chen H, Li XH (2006) Magnesium sulphate aerosols studied by FTIR spectroscopy: hygroscopic properties, supersaturated structures, and implications for seawater aerosols. J Phys Chem A 110:951–958

    Article  CAS  Google Scholar 

Download references

Acknowledgements

AC Galvis-Sánchez, IC Santos and RBR Mesquita acknowledge Fundação para a Ciência e Tecnologia (FCT, Portugal) and Fundo Social Europeu (FSE) for the financial support through the POPH-QREN program via the grants with reference nos. SFRH/BPD/37890/2007, SFRH/BD/76012/2011 and SFRH/BPD/41859/2007, respectively. This work was supported by National Funds from FCT—Fundação para a Ciência e a Tecnologia through project, PEst-C/QUI/UI0062/2011, PEst-OE/EQB/>LA0016/2011 and PEst-C/EQB/LA0006/2011. The authors gratefully acknowledge the company ‘Sal do Sol’ in the name of Henrique Dias for his helpful collaboration in the brine samples’ collection.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ivonne Delgadillo.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Galvis-Sánchez, A.C., Santos, I.C., Mesquita, R.B.R. et al. Application of Mid- and Near-Infrared Spectroscopy for the Control and Chemical Evaluation of Brine Solutions and Traditional Sea Salts. Food Anal. Methods 6, 470–480 (2013). https://doi.org/10.1007/s12161-012-9458-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12161-012-9458-7

Keywords

Navigation