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Characterizing the compositional variation of dissolved organic matter over hydrophobicity and polarity using fluorescence spectra combined with principal component analysis and two-dimensional correlation technique

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Abstract

Dissolved organic matter (DOM) obtained from three leachates with different landfill ages was fractionated, and its compositional variation based on hydrophobicity and polarity was characterized by synchronous fluorescence spectra combined with principal component analysis (PCA) and two-dimensional correlation technique. The results showed that the bulk DOM and its fractions were comprised of tryosine-, tryptophan-, fulvic-, and humic-like substances. Tyrosine-like matter was dominant in the young leachate DOM and its fractions, while tryptophan-, fulvic-, and humic-like substances were the main components in the intermediate and old leachate DOMs and their fractions. Tryosine-, tryptophan-, fulvic-, and humic-like substances varied concurrently with the hydrophobicity and polarity. However, the change ratio of these substances was different for the three leachates. Tyrosine-like matter, humic-like materials, and fulvic-like substances were the most sensitive to the hydrophobicity and polarity in the young, intermediate, and old leachates, respectively. Such an integrated approach jointly enhances the characterization of the hydrophobicity- and polarity-dependent DOM fractions and provides a promising way to elucidate the environmental behaviors of different DOM species.

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References

  • Ahmed FN, Lan CQ (2012) Treatment of landfill leachate using membrane bioreactors: a review. Desalination 287:41–54

    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 

  • Baker A, Inverarity R (2004) Protein-like fluorescence intensity as a possible tool for determining river water quality. Hydrol Process 18:2927–2945

    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 

  • Bu L, Wang K, Zhao QL, Wei LL, Zhang J, Yang JC (2010) Characterization of dissolved organic matter during landfill leachate treatment by sequencing batch reactor, aeration corrosive cell-Fenton, and granular activated carbon in series. J Hazard Mater 179:1096–1105

    Article  CAS  Google Scholar 

  • Chai X, Takayuki S, Cao X, Guo Q, Zhao Y (2007) Spectroscopic studies of the progress of humification processes in humic substances extracted from refuse in a landfill. Chemosphere 69:1446–1453

    Article  CAS  Google Scholar 

  • Chai XL, Liu GX, Zhao X, Zhao YC (2011) Composition and spectroscopic characteristics of humic substances in a landfill. J Tongji Univ 39:392–396 (in chinese)

    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 

  • Chen W, Habibul N, Liu XY, Sheng GP, Yu HQ (2015) FTIR and synchronous fluorescence heterospectral two-dimensional correlation analyses on the binding characteristics of copper onto dissolved organic matter. Environ Sci Technol 49:2052–2058

    Article  CAS  Google Scholar 

  • He XS, Xi BD, Wei ZM, Jiang YH, Yang Y, An D, Cao JL, Liu HL (2011) 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, Xi BD, Gao RT, Wang L, MaY CDY, Tan WB (2015) 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

    Article  CAS  Google Scholar 

  • Hudson N, Baker A, Wardb D, Reynolds DM, Brunsdond C, Cynthia CMC, Browning S (2008) Can fluorescence spectrometry be used as a surrogate for the biochemical oxygen demand (BOD) test in water quality assessment? An example from south west England. Sci Total Environ 391:149–158

    Article  CAS  Google Scholar 

  • Huo SL, Xi BD, Yu HC, He LS, Fan SL, Liu HL (2008) Characteristics of dissolved organic matter (DOM) in leachate with different landfill ages. J Environ Sci 20:492–498

    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 

  • Korshin GV, Li CW, Benjamin MM (1997) Monitoring the properties of natural organic matter through UV spectroscopy: a consistent theory. Water Res 31:1787–1795

    Article  CAS  Google Scholar 

  • Le Coupannec F, Morin D, Sire O, Peron JJ (2000) Characterization of dissolved organic matter (DOM) in landfill leachates using fluorescence excitation-emission matrix. Environ Technol 21:515–524

    Article  Google Scholar 

  • Leenheer JA (1981) Comprehensive approach to preparative isolation and fractionation of dissolved organic carbon from natural waters and wastewaters. Environ Sci Technol 15:578–587

    Article  CAS  Google Scholar 

  • Li WT, Xu ZX, Li AM, Wu W, Zhou Q, Wang JN (2013) HPLC/HPSEC-FLD with multi-excitation/emission scan for EEM interpretation and dissolved organic matter analysis. Water Res 47:1246–1256

    Article  CAS  Google Scholar 

  • Li WT, Chen SY, Xu ZX, Li Y, Shuang CD, Li AM (2014) Characterization of dissolved organic matter in municipal wastewater using fluorescence PARAFAC analysis and chromatography multi-excitation/emission scan: a comparative study. Environ Sci Technol 48:2603–2609

    Article  CAS  Google Scholar 

  • Lu F, Chang CH, Lee DJ, He PJ, Shao LM, Su A (2009) Dissolved organic matter with multi-peak fluorophores in landfill leachate. Chemosphere 74:575–582

    Article  CAS  Google Scholar 

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

    Google Scholar 

  • Peiris RH, Hallé C, Budman H, Moresoli C, Peldszus S, Huck PM, Legge RL (2010) Identifying fouling events in a membrane-based drinking water treatment process using principal component analysis of fluorescence excitation-emission matrices. Water Res 44:185–194

    Article  CAS  Google Scholar 

  • Qu X, Xie L, Lin Y, Bai Y, Zhu Y, Xie F, Wu F (2013) Quantitative and qualitative characteristics of dissolved organic matter from eight dominant aquatic macrophytes in Lake Dianchi, China. Environ Sci Pollut Res 20:7413–7423

    Article  CAS  Google Scholar 

  • Sun WL, Liu TT, Cui F, Ni JR (2008) Fluorescence evolution of leachates during treatment processes from two contrasting landfill. Environ Technol 29:1119–1125

    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 

  • Wu J, Zhang H, Shao LM, He PJ (2012) Fluorescent characteristics and metal binding properties of individual molecular weight fractions in municipal solid waste leachate. Environ Pollut 162:63–71

    Article  CAS  Google Scholar 

  • Xi BD, He XS, Wei ZM, Jiang YH, Li D, Pan HW, Liu HL (2012) The composition and mercury complexation characteristics of dissolved organic matter in landfill leachates with different ages. Ecotoxicol Environ Saf 86:227–232

    Article  CAS  Google Scholar 

  • Yu G, Wu M, Wei G, Luo Y, Ran W, Wang B, Zhang J, Shen QR (2012) Binding of organic ligands with Al(III) in dissolved organic matter from soil: implications for soil organic carbon storage. Environ Sci Technol 46:6102–6109

    Article  CAS  Google Scholar 

  • Zhang L, Li AM, Lu YF, Yan L, Zhong S, Deng CL (2009) Characterization and removal of dissolved organic matter (DOM) from landfill leachate rejected by nanofiltration. Waste Manag 29:1035–1040

  • Zhao Y, He XS, Xi BD, Wei D, Wei ZM, Jiang YH, Li MX (2010) Effect of pH on the fluorescence characteristic of dissolved organic matter in landfill leachate. Spectrosc Spectr Anal 30:382–386

  • Zhao R, Novak JT, Goldsmith CD (2012) Evaluation of on-site biological treatment for landfill leachates and its impact: a size distribution study. Water Res 46:3837–3848

    Article  CAS  Google Scholar 

  • Zhao R, Gupta A, Novak JT, Goldsmith CD, Driskill N (2013) Characterization and treatment of organic constituents in landfill leachates that influence the UV disinfection in the publicly owned treatment works (POTWs). J Hazard Mater 258:1–9

    Google Scholar 

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Acknowledgments

This work was financially supported by the National Natural Science Foundation of China (No. 51408573).

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Correspondence to Xiao-Song He.

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Responsible editor: Philippe Garrigues

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Su, BS., Qu, Z., He, XS. et al. Characterizing the compositional variation of dissolved organic matter over hydrophobicity and polarity using fluorescence spectra combined with principal component analysis and two-dimensional correlation technique. Environ Sci Pollut Res 23, 9237–9244 (2016). https://doi.org/10.1007/s11356-016-6173-8

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