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Characterization of the composition of water DOM in a surface flow constructed wetland using fluorescence spectroscopy coupled with derivative and PARAFAC

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Abstract

This study was conducted to discuss fluorescence spectroscopic properties of water dissolved organic matter (DOM) in a large-scale constructed wetland and to reveal the composition and humification degree. Four humification indices (HIXs) deduced from emission spectra (A 4/A 1), excitation spectra (I 426/I 366), synchronous fluorescence spectra (I 370/I 330) and derivative (I 360/I 320) were used for the description of composition and humification degree of DOM. Three components (C1–C3) were derived from excitation-emission matrices with parallel factor analysis (PARAFAC). The results showed that dissolved organic carbon (DOC), total nitrogen (TN) and total phosphorus (TP) concentrations in tributaries water decreased when they flowed through the constructed wetland. The values of A 4/A 1, I 426/I 366, I 370/I 330 and I 360/I 320 suggested that the DOM consisted of organic components with low molecular weight and low aromatic contents in the tributary. I 360/I 320 could differentiate humification degree more clearly than the other three HIXs. The fluorescence index indicated a more microbially derived composition of DOM in the constructed wetland. The DOM fluorescence was dominated by the tryptophan-like fluorescence material (C3, more than 40 %), followed by humic-like substance (C1, about 30 %). Non-humic component (C2, about 20 %) was the least component. The percentage of C1 declined from upstream to downstream along the wetland, while C3 showed inverse tendency. The proportion of C2 remained relatively constant in all sampling points. Principal component analysis suggested that the humification degree of the DOM in the slowly flowing region was the highest among the wetlands, followed by those from the regions disturbed by tributaries, the sampling sites in mainstream and the outlet zone of wetland. The humification degree also showed a good correlation mainly with TN, TP and Chlorophyll a. Therefore, fluorescence spectroscopy technique coupled with derivative and PARAFAC might be a useful method to investigate composition and to evaluate the humification degree of DOM in aquatic environment.

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References

  • Christensen JH, Tomasi G, Strand J, Andersen O (2009) PARAFAC modeling of fluorescence excitation–emission spectra of fish bile for rapid en route screening of pac exposure. Environ Sci Technol 43(12):4439–4445

    Article  Google Scholar 

  • Coble PG (1996) Characterization of marine and terrestrial DOM in seawater using excitation-emission matrix spectroscopy. Mar Chem 51(4):325–346

    Article  Google Scholar 

  • Coble PG, Green SA, Blough NV, Gagosian RB (1990) Characterization of dissolved organic-matter in the Black-Sea by fluorescence spectroscopy. Nature 348(6300):432–435

    Article  Google Scholar 

  • Coble PG, Del Castillo CE, Avril B (1998) Distribution and optical properties of CDOM in the Arabian Sea during the 1995 Southwest Monsoon. Deep-Sea Res Part II 45(10–11):2195–2223

    Article  Google Scholar 

  • Cory RM, McKnight DM (2005) Fluorescence spectroscopy reveals ubiquitous presence of oxidized and reduced quinones in dissolved organic matter. Environ Sci Technol 39(21):8142–8149

    Article  Google Scholar 

  • Cory RM, Miller MP, McKnight DM, Guerard JJ, Miller PL (2010) Effect of instrument-specific response on the analysis of fulvic acid fluorescence spectra. Limnol Oceanogr Methods 8:67–78

    Article  Google Scholar 

  • Dubnick A, Barker J, Sharp M, Wadham J, Lis G, Telling J, Fitzsimons S, Jackson M (2010) Characterization of dissolved organic matter (DOM) from glacial environments using total fluorescence spectroscopy and parallel factor analysis. Ann Glaciol 51(56):111–122

    Article  Google Scholar 

  • Fellman JB, Petrone KC, Grierson PF (2011) Source, biogeochemical cycling, and fluorescence characteristics of dissolved organic matter in an agro-urban estuary. Limnol Oceanogr 56(1):243–256

    Article  Google Scholar 

  • Galapate RP, Baes AU, Ito K, Mukai T, Shoto E, Okada M (1998) Detection of domestic wastes in Kurose River using synchronous fluorescence spectroscopy. Water Res 32(7):2232–2239

    Article  Google Scholar 

  • Goldman JH, Rounds SA, Needoba JA (2012) Applications of fluorescence spectroscopy for predicting percent wastewater in an urban stream. Environ Sci Technol 46(8):4374–4381

    Article  Google Scholar 

  • Guo XJ, Jiang JY, Xi BD, He XS, Zhang H, Deng Y (2012) Study on the spectral and Cu (II) binding characteristics of DOM leached from soils and lake sediments in the Hetao region. Environ Sci Pollut R 19(6):2079–2087

    Article  Google Scholar 

  • Hua B, Dolan F, Mcghee C, Clevenger TE, Deng B (2007) Water-source characterization and classification with fluorescence EEM spectroscopy: PARAFAC analysis. Int J Environ Anal Chem 87(2):135–147

    Article  Google Scholar 

  • Jaffe R, Yamashita Y, Maie N, Cooper WT, Dittmar T, Dodds WK, Jones JB, Myoshi T, Ortiz-Zayas JR, Podgorski DC, Watanabe A (2012) Dissolved organic matter in headwater streams: compositional variability across climatic regions of North America. Geochim Cosmochim Ac 94:95–108

    Article  Google Scholar 

  • Kolic PE, Cook RL, Bianchi TS, Perdue EM, Ojwang LM, Schneider CL, Normand AE, Green NW, Zhang YL, Smith R, Kolker AS, Ameen AD (2011) Monitoring the effects of oil contamination on dissolved organic matter using fluorescence and UV-Vis spectroscopy. Abstr Pap Am Chem S 241

  • Li LQ, Wang D, Liu XY, Zhang B, Liu YZ, Xie T, Du XY, Pan GX (2014) Soil organic carbon fractions and microbial community and functions under changes in vegetation: a case of vegetation succession in karst forest. Environ Earth Sci 71(8):3727–3735

    Article  Google Scholar 

  • Lombardi AT, Jardim WF (1999) Fluorescence spectroscopy of high performance liquid chromatography fractionated marine and terrestrial organic materials. Water Res 33(2):512–520

    Article  Google Scholar 

  • Maie N, Scully NM, Pisani O, Jaffe R (2007) Composition of a protein-like fluorophore of dissolved organic matter in coastal wetland and estuarine ecosystems. Water Res 41(3):563–570

    Article  Google Scholar 

  • Mudarra M, Andreo B, Barbera JA, Mudry J (2014) Hydrochemical dynamics of TOC and NO3 (−) contents as natural tracers of infiltration in karst aquifers. Environ Earth Sci 71(2):507–523

    Article  Google Scholar 

  • Murphy KR, Stedmon CA, Waite TD, Ruiz GM (2008) Distinguishing between terrestrial and autochthonous organic matter sources in marine environments using fluorescence spectroscopy. Mar Chem 108(1–2):40–58

    Article  Google Scholar 

  • Murphy KR, Hambly A, Singh S, Henderson RK, Baker A, Stuetz R (2011) Organic matter fluorescence in municipal water recycling schemes: toward a unified PARAFAC model. Environ Sci Technol 45(7):2909–2916

    Article  Google Scholar 

  • Nguyen HVM, Hur J, Shin HS (2010) Changes in spectroscopic and molecular weight characteristics of dissolved organic matter in a river during a Storm Event. Water Air Soil Poll 212(1–4):395–406

    Article  Google Scholar 

  • O’Driscoll NJ, Siciliano SD, Peak D, Carignan R, Lean DRS (2006) The influence of forestry activity on the structure of dissolved organic matter in lakes: implications for mercury photoreactions. Sci Total Environ 366(2–3):880–893

    Article  Google Scholar 

  • Osburn CL, Handsel LT, Mikan MP, Paerl HW, Montgomery MT (2012) Fluorescence tracking of dissolved and particulate organic matter quality in a river-dominated Estuary. Environ Sci Technol 46(16):8628–8636

    Article  Google Scholar 

  • Parlanti E, Worz K, Geoffroy L, Lamotte M (2000) Dissolved organic matter fluorescence spectroscopy as a tool to estimate biological activity in a coastal zone submitted to anthropogenic inputs. Org Geochem 31(12):1765–1781

    Article  Google Scholar 

  • Pons MN, Potier O, Pontvianne S, Laurent N, France X, Battaglia P (2011) Spectrophotometric characterization of human impacted surface waters in the Moselle watershed. Water Sci Technol 64(3):602–609

    Article  Google Scholar 

  • SanClements MD, Oelsner GP, McKnight DM, Stoddard JL, Nelson SJ (2012) New insights into the source of decadal increases of dissolved organic matter in acid-sensitive lakes of the Northeastern United States. Environ Sci Technol 46(6):3212–3219

    Article  Google Scholar 

  • Senesi N, Miano TM, Provenzano MR, BRUNETTI G (1991) Characterization, differentiation, and classification of humic substances by fluorescence spectroscopy. Soil Sci 152(4):259–271

    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(16):3211–3222

    Article  Google Scholar 

  • Stedmon CA, Markager S (2005) Resolving the variability in dissolved organic matter fluorescence in a temperate estuary and its catchment using PARAFAC analysis. Limnol Oceanogr 50(2):686–697

    Article  Google Scholar 

  • Vazquez E, Amalfitano S, Fazi S, Butturini A (2011) Dissolved organic matter composition in a fragmented Mediterranean fluvial system under severe drought conditions. Biogeochemistry 102(1–3):59–72

    Article  Google Scholar 

  • Wen Q, Chen X, Shi Y, Ma J, Zhao Q (2011) Analysis on composition and pattern of agricultural nonpoint source pollution in Liaohe River Basin, China. Procedia Environ Sci 8:26–33

    Article  Google Scholar 

  • Wilson HF, Xenopoulos MA (2009) Effects of agricultural land use on the composition of fluvial dissolved organic matter. Nat Geosci 2(1):37–41

    Article  Google Scholar 

  • Wu J, Zhang H, He P-J, Shao L-M (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(4):1711–1719

    Article  Google Scholar 

  • Yamashita Y, Jaffé R (2008) Characterizing the interactions between trace metals and dissolved organic matter using excitation–emission matrix and parallel factor analysis. Environ Sci Technol 42(19):7374–7379

    Article  Google Scholar 

  • Yamashita Y, Tanoue E (2004) Chemical characteristics of amino acid-containing dissolved organic matter in seawater. Org Geochem 35(6):679–692

    Article  Google Scholar 

  • Yamashita Y, Jaffé R, Maie N, Tanoue E (2008) Assessing the dynamics of dissolved organic matter (DOM) in coastal environments by excitation emission matrix fluorescence and parallel factor analysis (EEM-PARAFAC). Limnol Oceanogr 53(5):1900–1908

    Article  Google Scholar 

  • Yu H, Xi B, Ma W, Li D, He X (2011) Fluorescence spectroscopic properties of dissolved fulvic acids from salined flavo-aquic soils around Wuliangsuhai in Hetao Irrigation District, China. Soil Sci Soc Am J 75(4):1385–1393

    Article  Google Scholar 

  • Yu H, Song Y, Xi B, Xia X, He X, Tu X (2012a) Application of chemometrics to spectroscopic data for indicating humification degree and assessing salinization processes of soils. J Soil Sediment 12(3):341–353

    Article  Google Scholar 

  • Yu HB, Song YH, Xi BD, Zhang MX, He XS (2012b) Application of derivative synchronous fluorescence spectroscopy (DSFS) to indicate salinisation processes of saline soils in semi-arid region. Ecol Indic 18:532–539

    Article  Google Scholar 

  • Zhang YL, Yin Y, Feng LQ, Zhu GW, Shi ZQ, Liu XH, Zhang YZ (2011) Characterizing chromophoric dissolved organic matter in Lake Tianmuhu and its catchment basin using excitation-emission matrix fluorescence and parallel factor analysis. Water Res 45(16):5110–5122

    Article  Google Scholar 

  • Zsolnay A, Baigar E, Jimenez M, Steinweg B, Saccomandi F (1999) Differentiating with fluorescence spectroscopy the sources of dissolved organic matter in soils subjected to drying. Chemosphere 38(1):45–50

    Article  Google Scholar 

Download references

Acknowledgments

This work was financially supported by the National Major Scientific and Technological Program for Water Pollution Control and Management of China (No. 2012ZX07202-004-03, 2012ZX07202-005), Free Exploration Foundation of State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences (No. 2014-GOT-042-N-13). We would like to thank Miss Weixue Xu and Miss Wenwen Li for their assistance in this research.

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Correspondence to Yonghui Song.

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Zhi, E., Yu, H., Duan, L. et al. Characterization of the composition of water DOM in a surface flow constructed wetland using fluorescence spectroscopy coupled with derivative and PARAFAC . Environ Earth Sci 73, 5153–5161 (2015). https://doi.org/10.1007/s12665-015-4148-6

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