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Using fluorescence spectroscopy coupled with chemometric analysis to investigate the origin, composition, and dynamics of dissolved organic matter in leachate-polluted groundwater

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Abstract

Groundwater was collected in 2011 and 2012, and fluorescence spectroscopy coupled with chemometric analysis was employed to investigate the composition, origin, and dynamics of dissolved organic matter (DOM) in the groundwater. The results showed that the groundwater DOM comprised protein-, fulvic-, and humic-like substances, and the protein-like component originated predominantly from microbial production. The groundwater pollution by landfill leachate enhanced microbial activity and thereby increased microbial by-product-like material such as protein-like component in the groundwater. Excitation-emission matrix fluorescence spectra combined with parallel factor analysis showed that the protein-like matter content increased from 2011 to 2012 in the groundwater, whereas the fulvic- and humic-like matter concentration exhibited no significant changes. In addition, synchronous-scan fluorescence spectra coupled with two-dimensional correlation analysis showed that the change of the fulvic- and humic-like matter was faster than that of the protein-like substances, as the groundwater flowed from upstream to downstream in 2011, but slower than that of the protein-like substance in 2012 due to the enhancement of microbial activity. Fluorescence spectroscopy combined with chemometric analysis can investigate groundwater pollution characteristics and monitor DOM dynamics in groundwater.

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References

  • Bahram M, Bro R, Stedmon C, Afkhami A (2006) Handling of Rayleigh and Raman scatter for PARAFAC modeling of fluorescence data using interpolation. J Chemom 20:99–105

    Article  CAS  Google Scholar 

  • Baker A, Curry M (2004) Fluorescence of leachates from three contrasting landfills. Water Res 38:2605–2613

    Article  CAS  Google Scholar 

  • Bakis R, Tuncan A (2011) An investigation of heavy metal and migration through groundwater from the landfill area of Eskisehir in Turkey. Environ Monit Assess 176:87–98

    Article  Google Scholar 

  • Barker JD, Sharp MJ, Turner RJ (2009) Using synchronous fluorescence spectroscopy and principal components analysis to monitor dissolved organic matter dynamics in a glacier system. Hydrol Process 23:1487–1500

    Article  Google Scholar 

  • Bieroza M, Baker A, Bridgeman J (2009) Exploratory analysis of excitation–emission matrix fluorescence spectra with self-organizing maps as a basis for determination of organic matter removal efficiency at water treatment works. J Geophys Res 114:G00F07. doi:10.1029/2009JG000940

    Google Scholar 

  • Bieroza M, Baker A, Bridgeman J (2011) Classification and calibration of organic matter fluorescence data with multiway analysis methods and artificial neural networks: an operational tool for improved drinking water treatment. Environmetrics 22:256–270

    Article  CAS  Google Scholar 

  • Chen W, Westerhoff P, Leenheer JA, Booksh K (2003) Fluorescence excitation–emission matrix regional integration to quantify spectra for dissolved organic matter. Environ Sci Technol 37:5701–5710

    Article  CAS  Google Scholar 

  • Coble PG (1996) Characterization of marine and terrestrial DOM in seawater using excitation-emission matrix spectroscopy. Mar Chem 51:325–346

    Article  CAS  Google Scholar 

  • Guo XJ, Yuan DH, Jiang JY, Zhang H, Deng Y (2013) Detection of dissolved organic matter in saline-alkali soils using synchronous fluorescence spectroscopy and principal component analysis. Spectrochim Acta A 104:280–286

    Article  CAS  Google Scholar 

  • He XS, Xi BD, Wei ZM, Jiang YH, Geng CM, Yang Y, Yuan Y, Liu HL (2011a) Physicochemical and spectroscopic characteristics of dissolved organic matter extracted from municipal solid waste (MSW) and their influence on the landfill biological stability. Bioresour Technol 102:2322–2327

    Article  CAS  Google Scholar 

  • He XS, Xi BD, Wei ZM, Jiang YH, Yang Y, An D, Cao JL, Liu HL (2011b) Fluorescence excitation–emission matrix spectroscopy with regional integration analysis for characterizing composition and transformation of dissolved organic matter in landfill leachates. J Hazard Mater 190:293–299

    Article  CAS  Google Scholar 

  • He XS, Yu H, Xi BD, Cui DY, Pan HW, Li D (2014) Difference of contaminant composition between landfill leachates and groundwater and its reasons. Environmental Science 35:1399–1406 (In Chinese)

    CAS  Google Scholar 

  • Henderson RK, Baker A, Murphy KR, Hamblya A, Stuetz RM, Khan SJ (2009) Fluorescence as a potential monitoring tool for recycled water systems: a review. Water Res 43:863–881

    Article  CAS  Google Scholar 

  • Hudson N, Baker A, Reynolds D (2007) Fluorescence analysis of dissolved organic matter in natural, waste and polluted waters—a review. River Res Applic 23:631–649

    Article  Google Scholar 

  • Huguet A, Vacher L, Relexans S, Saubusse S, Froidefond JM, Parlanti E (2009) Properties of fluorescent dissolved organic matter in the Gironde Estuary. Org Geochem 40:706–719

    Article  CAS  Google Scholar 

  • Hur J, Lee DH, Shin HS (2009) Comparison of the structural, spectroscopic and phenanthrene binding characteristics of humic acids from soils and lake sediments. Org Geochem 40:1091–1099

    Article  CAS  Google Scholar 

  • Lai B, Zhou Y, Yang P (2013) Treatment of wastewater from acrylonitrile-butadiene-styrene (ABS) resin manufacturing by biological activated carbon (BAC). J Chem Technol Biotechnol 88:474–482

    Article  CAS  Google Scholar 

  • Noda I, Ozaki Y (eds) (2004) Two-dimensional correlation spectroscopy-applications in vibrational and optical spectroscopy. Wiley, England

    Google Scholar 

  • Provenzano MR, DΌrazio V, Jerzykiewicz M, Senesi N (2004) Fluorescence behaviour of Zn and Ni complexes of humic acids from different sources. Chemosphere 55:885–892

    Article  CAS  Google Scholar 

  • Santos LM, Simões ML, Melo WJ, Martin-Neto L, Pereira-Filho ER (2010) Application of chemometric methods in the evaluation of chemical and spectroscopic data on organic matter from Oxisols in sewage sludge applications. Geoderma 155:121–127

    Article  Google Scholar 

  • Singh S, D'Sa EJ, Swenson EM (2010) Chromophoric dissolved organic matter (CDOM) variability in Barataria Basin using excitation–emission matrix (EEM) fluorescence and parallel factor analysis (PARAFAC). Sci Total Environ 408:3211–3222

    Article  CAS  Google Scholar 

  • Stedmon CA, Seredynska–Sobecka B, Boe–Hansen R, Tallec NL, Waul CK, Arvin E (2011) A potential approach for monitoring drinking water quality from groundwater systems using organic matter fluorescence as an early warning for contamination events. Water Res 45:6030–6038

  • Tedetti M, Cuet P, Guigue C, Goutx M (2011) Characterization of dissolved organic matter in a coral reef ecosystem subjected to anthropogenic pressures (La Réunion Island, Indian Ocean) using multi-dimensional fluorescence spectroscopy. Sci Total Environ 409:2198–2210

    Article  CAS  Google Scholar 

  • Wu J, Zhang H, He PJ, Shao LM (2011) Insight into the heavy metal binding potential of dissolved organic matter in MSW leachate using EEM quenching combined with PARAFAC analysis. Water Res 45:1711–1719

    Article  CAS  Google Scholar 

  • Yamashita Y, Jaffe R (2008) Characterizing the interactions between trace metals and dissolved organic matter using excitation-emission matrix and parallel factor analysis. Environ Sci Technol 42:7374–7379

    Article  CAS  Google Scholar 

  • Yu GH, Tang Z, Xu YC, Shen QR (2011) Multiple fluorescence labeling and two dimensional FTIR-13C NMR heterospectral correlation spectroscopy to characterize extracellular polymeric substances in biofilms produced during composting. Environ Sci Technol 45:9224–9231

    Article  CAS  Google Scholar 

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Acknowledgments

This work was financially supported by the National Natural Science Foundation of China (Nos. 51408573 and 51325804).

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Correspondence to Bei-Dou Xi.

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Responsible editor: Philippe Garrigues

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He, XS., Xi, BD., Gao, RT. et al. Using fluorescence spectroscopy coupled with chemometric analysis to investigate the origin, composition, and dynamics of dissolved organic matter in leachate-polluted groundwater. Environ Sci Pollut Res 22, 8499–8506 (2015). https://doi.org/10.1007/s11356-014-4029-7

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  • DOI: https://doi.org/10.1007/s11356-014-4029-7

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