Characterizing treated wastewaters of different industries using clustered fluorescence EEM-PARAFAC and FT-IR spectroscopy: Implications for downstream impact and source identification

Chemosphere

Volumn 127, Issue , 2015, Pages 222-228

  Yang, Liyang ^a   Han, Dae Ho ^b   Lee, Bo Mi ^a   Hur, Jin ^a  

^a Sejong University   (South Korea)

^b Korea Environment Institute (KEI)   (South Korea)

Author keywords

Dissolved organic matter; Fluorescence spectroscopy; FT IR; Industrial wastewater; PARAFAC

Indexed keywords

BIOGEOCHEMISTRY; DISSOLUTION; FLUORESCENCE; FLUORESCENCE SPECTROSCOPY; FOURIER TRANSFORM INFRARED SPECTROSCOPY; ORGANIC CARBON; RIVER POLLUTION; WASTEWATER TREATMENT;

DISSOLVED ORGANIC CARBON; DISSOLVED ORGANIC MATTERS; FLUORESCENCE EXCITATION EMISSION MATRIX; FOURIER TRANSFORM INFRA RED (FTIR) SPECTROSCOPY; INDUSTRIAL WASTEWATERS; PARAFAC; PARALLEL FACTOR ANALYSIS; SPECTROSCOPIC TECHNIQUE;

EFFLUENTS;

DISSOLVED ORGANIC CARBON; DISSOLVED ORGANIC MATTER; INDUSTRIAL EFFLUENT; ORGANIC CARBON; UNCLASSIFIED DRUG; HUMIC SUBSTANCE; WASTE WATER; WATER POLLUTANT;

BIOACCUMULATION; CHEMICAL COMPOSITION; CONCENTRATION (COMPOSITION); DISSOLVED ORGANIC MATTER; FLUORESCENCE; POLLUTANT SOURCE; PROTEIN; ULTRAVIOLET RADIATION; WASTEWATER; WATER POLLUTION; WATER TREATMENT;

ARTICLE; FLUORESCENCE; FLUORESCENCE EXCITATION EMISSION MATRIX PARALLEL FACTOR ANALYSIS; FOURIER TRANSFORMATION; INDUSTRIAL WASTE; WASTE WATER MANAGEMENT; ANALYSIS; CHEMISTRY; CLUSTER ANALYSIS; ECOSYSTEM; FACTORIAL ANALYSIS; HUMIC SUBSTANCE; INDUSTRY; INFRARED SPECTROSCOPY; SOLUBILITY; SOUTH KOREA; SPECTROFLUOROMETRY; WASTE WATER; WATER MANAGEMENT; WATER POLLUTANT; WATER QUALITY;

CLUSTER ANALYSIS; ECOSYSTEM; FACTOR ANALYSIS, STATISTICAL; HUMIC SUBSTANCES; INDUSTRY; REPUBLIC OF KOREA; SOLUBILITY; SPECTROMETRY, FLUORESCENCE; SPECTROSCOPY, FOURIER TRANSFORM INFRARED; WASTE WATER; WATER POLLUTANTS, CHEMICAL; WATER PURIFICATION; WATER QUALITY;

EID: 84924766730     PISSN: 00456535     EISSN: 18791298     Source Type: Journal    
DOI: 10.1016/j.chemosphere.2015.02.028     Document Type: Article

References (52)

1. Abdulla H.A.N., Minor E.C., Dias R.F., Hatcher P.G. Changes in the compound classes of dissolved organic matter along an estuarine transect: a study using FTIR and 13C NMR. Geochim. Cosmochim. Acta 2010, 74(13):3815-3838.
2. Airado-Rodríguez D., Galeano-Díaz T., Durán-Merás I., Wold J.P. Usefulness of fluorescence excitation-emission matrices in combination with PARAFAC, as fingerprints of red wines. J. Agric. Food Chem. 2009, 57(5):1711-1720.
3. Baker A. Fluorescence excitation-emission matrix characterization of river waters impacted by a tissue mill effluent. Environ. Sci. Technol. 2002, 36(7):1377-1382.
4. Borisover M., Laor Y., Saadi I., Lado M., Bukhanovsky N. Tracing organic footprints from industrial effluent discharge in recalcitrant riverine chromophoric dissolved organic matter. Water Air Soil Pollut. 2011, 222(1-4):255-269.
5. Bro R., Kiers H.A.L. A new efficient method for determining the number of components in PARAFAC models. J. Chemom. 2003, 17(5):274-286.
6. Bro R., Vidal M. EEMizer: automated modeling of fluorescence EEM data. Chemom. Intell. Lab. 2011, 106(1):86-92.
7. Cawley K.M., Butler K.D., Aiken G.R., Larsen L.G., Huntington T.G., McKnight D.M. Identifying fluorescent pulp mill effluent in the Gulf of Maine and its watershed. Mar. Pollut. Bull. 2012, 64(8):1678-1687.
8. Chen M., Jaffé R. Photo- and bio-reactivity patterns of dissolved organic matter from biomass and soil leachates and surface waters in a subtropical wetland. Water Res. 2014, 61:181-190.
9. Chen W., Westerhoff P., Leenheer J.A., Booksh K. Fluorescence excitation-emission matrix regional integration to quantify spectra for dissolved organic matter. Environ. Sci. Technol. 2003, 37(24):5701-5710.
10. Chong S., Aziz A., Harun S. Fibre optic sensors for selected wastewater characteristics. Sensors-Basel 2013, 13(7):8640-8668.
11. Ciputra S., Antony A., Phillips R., Richardson D., Leslie G. Comparison of treatment options for removal of recalcitrant dissolved organic matter from paper mill effluent. Chemosphere 2010, 81(1):86-91.
12. Cohen E., Levy G.J., Borisover M. Fluorescent components of organic matter in wastewater: efficacy and selectivity of the water treatment. Water Res. 2014, 55:323-334.
13. Eckenfelder W.W. Industrial Water Pollution Control 2000, McGraw-Hill, New York. third ed.
14. Guo W., Yang L., Yu X., Zhai W., Hong H. Photo-production of dissolved inorganic carbon from dissolved organic matter in contrasting coastal waters in the southwestern Taiwan Strait, China. J. Environ. Sci. - China 2012, 24(7):1181-1188.
15. Henderson R.K., Baker A., Murphy K.R., Hambly A., Stuetz R.M., Khan S.J. Fluorescence as a potential monitoring tool for recycled water systems: a review. Water Res. 2009, 43(4):863-881.
16. Hur J., Park M.-H., Schlautman M.A. Microbial transformation of dissolved leaf litter organic matter and its effects on selected organic matter operational descriptors. Environ. Sci. Technol. 2009, 43(7):2315-2321.
17. Hur J., Cho J. Prediction of BOD, COD, and total nitrogen concentrations in a typical urban river using a fluorescence excitation-emission matrix with PARAFAC and UV absorption indices. Sensors-Basel 2012, 12(1):972-986.
18. Hur J., Nguyen H.-M., Lee B.-M. Influence of upstream land use on dissolved organic matter and trihalomethane formation potential in watersheds for two different seasons. Environ. Sci. Pollut. R 2014, 21(12):7489-7500.
19. Hur J., Lee B.M., Choi K.S., Min B. Tracking the spectroscopic and chromatographic changes of algal derived organic matter in a microbial fuel cell. Environ. Sci. Pollut. R 2014, 21(3):2230-2239.
20. Ishii S.K.L., Boyer T.H. Behavior of reoccurring PARAFAC components in fluorescent dissolved organic matter in natural and engineered systems: a critical review. Environ. Sci. Technol. 2012, 46(4):2006-2017.
21. Jain R.M., Mody K.H., Keshri J., Jha B. Biological neutralization and biosorption of dyes of alkaline textile industry wastewater. Mar. Pollut. Bull. 2014, 84(1-2):83-89.
22. Janhom T., Wattanachira S., Pavasant P. Characterization of brewery wastewater with spectrofluorometry analysis. J. Environ. Manage. 2009, 90(2):1184-1190.
23. Kaiser M., Ellerbrock R.H. Functional characterization of soil organic matter fractions different in solubility originating from a long-term field experiment. Geoderma 2005, 127(3-4):196-206.
24. Karthikeyan S., Titus A., Gnanamani A., Mandal A.B., Sekaran G. Treatment of textile wastewater by homogeneous and heterogeneous Fenton oxidation processes. Desalination 2011, 281:438-445.
25. Kothawala D.N., von Wachenfeldt E., Koehler B., Tranvik L.J. Selective loss and preservation of lake water dissolved organic matter fluorescence during long-term dark incubations. Sci. Total Environ. 2012, 433:238-246.
26. Lawaetz A.J., Stedmon C.A. Fluorescence intensity calibration using the Raman scatter peak of water. Appl. Spectrosc. 2009, 63(8):936-940.
27. Lee B.M., Shin H.S., Hur J. Comparison of the characteristics of extracellular polymeric substances for two different extraction methods and sludge formation conditions. Chemosphere 2013, 90(2):237-244.
28. Lee Y., Hur J., Shin K.-H. Characterization and source identification of organic matter in view of land uses and heavy rainfall in the Lake Shihwa, Korea. Mar. Pollut. Bull. 2014, 84(1-2):322-329.
29. Liang L., Singer P.C. Factors influencing the formation and relative distribution of haloacetic acids and trihalomethanes in drinking water. Environ. Sci. Technol. 2003, 37(13):2920-2928.
30. Li W.T., Xu Z.X., Wu Q., Li Y., Shuang C.D., Li A.M. Characterization of fluorescent dissolved organic matter and identification of specific fluorophores in textile effluents. Environ. Sci. Pollut. Res. 2014, [in press]. 10.1007/s11356-014-3201-4.
31. Mayo D.W., Miller F.A., Hannah R.W. Course Notes on the Interpretation of Infrared and Raman Spectra 2004, John Wiley & Sons, New Jersey.
32. Murphy K.R., Hambly A., Singh S., Henderson R.K., Baker A., Stuetz R., Khan S.J. Organic matter fluorescence in municipal water recycling schemes: toward a unified PARAFAC model. Environ. Sci. Technol. 2011, 45(7):2909-2916.
33. Murphy K.R., Stedmon C.A., Wenig P., Bro R. OpenFluor - an online spectral library of auto-fluorescence by organic compounds in the environment. Anal. Methods 2014, 6:658-661.
34. Musikavong C., Wattanachira S., Nakajima F., Furumai H. Three dimensional fluorescent spectroscopy analysis for the evaluation of organic matter removal from industrial estate wastewater by stabilization ponds. Water Sci. Technol. 2007, 55(11):201-210.
35. Navalon S., Alvaro M., Garcia H. Analysis of organic compounds in an urban wastewater treatment plant effluent. Environ. Technol. 2011, 32(3):295-306.
36. Ou H.-S., Wei C.-H., Mo C.-H., Wu H.-Z., Ren Y., Feng C.-H. Novel insights into anoxic/aerobic1/aerobic2 biological fluidized-bed system for coke wastewater treatment by fluorescence excitation-emission matrix spectra coupled with parallel factor analysis. Chemosphere 2014, 113:158-164.
37. Phong D., Lee Y., Shin K.-H., Hur J. Spatial variability in chromophoric dissolved organic matter for an artificial coastal lake (Shiwha) and the upstream catchments at two different seasons. Environ. Sci. Pollut. R 2014, 21(12):7678-7688.
38. Pifer A.D., Fairey J.L. Suitability of organic matter surrogates to predict trihalomethane formation in drinking water sources. Environ. Eng. Sci. 2014, 31(3):117-126.
39. Sanchez N.P., Skeriotis A.T., Miller C.M. A PARAFAC-based long-term assessment of DOM in a multi-coagulant drinking water treatment scheme. Environ. Sci. Technol. 2014, 48(3):1582-1591.
40. Santos E.B.H., Filipe O.M.S., Duarte R.M.B.O., Pinto H., Duarte A.C. Fluorescence as a tool for tracing the organic contamination from pulp mill effluents in surface waters. Acta Hydrochim. Hydrobiol. 2001, 28(7):364-371.
41. Shutova Y., Baker A., Bridgeman J., Henderson R.K. Spectroscopic characterisation of dissolved organic matter changes in drinking water treatment: from PARAFAC analysis to online monitoring wavelengths. Water Res. 2014, 54:159-169.
42. Smidt E., Eckhardt K.-U., Lechner P., Schulten H.-R., Leinweber P. Characterization of different decomposition stages of biowaste using FT-IR spectroscopy and pyrolysis-field ionization mass spectrometry. Biodegradation 2005, 16(1):67-79.
43. Smidt E., Meissl K. The applicability of Fourier transform infrared (FT-IR) spectroscopy in waste management. Waste Manage. 2007, 27(2):268-276.
44. Søndergaard M., Stedmon C.A., Borch N.H. Fate of terrigenous dissolved organic matter (DOM) in estuaries: aggregation and bioavailability. Ophelia 2003, 57(3):161-176.
45. Stedmon C.A., Markager S., Bro R. Tracing dissolved organic matter in aquatic environments using a new approach to fluorescence spectroscopy. Mar. Chem. 2003, 82(3-4):239-254.
46. Stedmon C.A., Bro R. Characterizing dissolved organic matter fluorescence with parallel factor analysis: a tutorial. Limnol. Oceanogr. - Methods 2008, 6:572-579.
47. Stedmon C.A., Markager S. Tracing the production and degradation of autochthonous fractions of dissolved organic matter by fluorescence analysis. Limnol. Oceanogr. 2005, 50(5):1415-1426.
48. Weishaar J.L., Aiken G.R., Bergamaschi B.A., Fram M.S., Fujii R., Mopper K. Evaluation of specific ultraviolet absorbance as an indicator of the chemical composition and reactivity of dissolved organic carbon. Environ. Sci. Technol. 2003, 37(20):4702-4708.
49. Yang L., Hong H., Guo W., Huang J., Li Q., Yu X. Effects of changing land use on dissolved organic matter in a subtropical river watershed, southeast China. Reg. Environ. Change 2012, 12(1):145-151.
50. Yang L., Choi J.H., Hur J. Benthic flux of dissolved organic matter from lake sediment at different redox conditions and the possible effects of biogeochemical processes. Water Res. 2014, 61:97-107.
51. Yang L., Shin H.-S., Hur J. Estimating the concentration and biodegradability of organic matter in 22 wastewater treatment plants using fluorescence excitation emission matrices and parallel factor analysis. Sensors-Basel 2014, 14(1):1771-1786.
52. Zhu X.F., Wang Z.W., Wu Z.C. Characterization of membrane foulants in a full-scale membrane bioreactor for supermarket wastewater treatment. Process Biochem. 2011, 46(4):1001-1009.