References

  1. E.I. Prest, F. Hammes, M.C.M. van Loosdrecht, J.S. Vrouwenvelder, Biological stability of drinking water: controlling factors, methods, and challenges, Front. Microbiol., 7 (2016) 1–24.
  2. S. Aggarwal, Y. Jeon, R.M. Hozalski, Feasibility of using a particle counter or flow-cytometer for bacterial enumeration in the assimilable organic carbon (AOC) analysis method, Biodegradation, 26 (2015) 387–397.
  3. L.G. Terry, R.S. Summers, Biodegradable organic matter and rapid-rate biofilter performance: a review, Water Res., 128 (2018) 234–245.
  4. M. LeChevallier, Measurement of Biostability and Impacts on Water Treatment in the US, Microbial Growth in Drinking Water Supplies, IWA Publishing, London, 2014, pp. 33–56.
  5. W. Li, J. Zhang, F. Wang, L. Qian, Y. Zhou, W. Qi, J. Chen, Effect of disinfectant residual on the interaction between bacterial growth and assimilable organic carbon in a drinking water distribution system, Chemosphere, 202 (2018) 586–597.
  6. E.H. Goslan, C. Seigle, D. Purcell, R. Henderson, S.A. Parsons, B. Jefferson, S.J. Judd, Carbonaceous and nitrogenous disinfection by-product formation from algal organic matter, Chemosphere, 170 (2017) 1–9.
  7. M. Sillanpää, Characterization of (NOM) Natural Organic Matter in Water: Characterization and Treatment Methods, Heinemann, Butterworth, Oxford, 2015, pp. 17–54.
  8. Y. Xu, T. Chen, Z. Liu, S. Zhu, F. Cui, W. Shi, The impact of recycling alum-humic-floc (AHF) on the removal of natural organic materials (NOM): behavior of coagulation and adsorption, Chem. Eng. J., 284 (2016) 1049–1057.
  9. Q. Zheng, X. Yang, W. Deng, X.C. Le, X.F. Li, Characterization of natural organic matter in water for optimizing water treatment and minimizing disinfection by-product formation, J. Environ. Sci., 42 (2016) 1–5.
  10. A. Matilainen, E.T. Gjessing, T. Lahtinen, L. Hed, A. Bhatnagar, M. Sillanpää, An overview of the methods used in the characterisation of natural organic matter (NOM) in relation to drinking water treatment, Chemosphere, 83 (2011) 1431–1442.
  11. Y. Shatoya, A. Baker, J. Bridgeman, R.K. Henderson, On-line monitoring of organic matter concentrations and character in drinking water treatment systems using fluorescence spectroscopy, Environ. Sci. Water Res. Technol., 2 (2016) 749–760.
  12. Y. Shutova, A. Baker, J. Bridgeman, R.K. Henderson, Spectroscopic characterisation of dissolved organic matter changes in drinking water treatment: from PARAFAC analysis to online monitoring wavelengths, Water Res., 54 (2014) 159–169.
  13. D.M. Golea, A. Upton, P. Jarvis, G. Moore, S. Sutherland, S.A. Parsons, S.J. Judd, THM and HAA formation from NOM in raw and treated surface waters, Water Res., 112 (2017) 226–235.
  14. K.R. Murphy, C.A. Stedmon, D. Graeber, R. Bro, Fluorescence spectroscopy and multi-way techniques. PARAFAC, Anal. Methods, 5 (2013) 6557–6566.
  15. A. Stubbins, J.F. Lapierre, M. Berggren, Y.T. Prairie, T. Dittmar, P.A. del Giorgio, What’s in an EEM? Molecular signatures associated with dissolved organic fluorescence in Boreal Canada, Environ. Sci. Technol., 48 (2014) 10598–10606.
  16. A. Baker, S.A. Cumberland, C. Bradley, C. Buckley, J. Bridgeman, To what extent can portable fluorescence spectroscopy be used in the real-time assessment of microbial water quality?, Sci. Total Environ., 532 (2015) 14–19.
  17. J.P. Ritson, N.J.D. Graham, M.R. Templeton, J.M. Clark, R. Gough, C. Freeman, The impact of climate change on the treatability of dissolved organic matter (DOM) in upland water supplies: a UK perspective, Sci. Total Environ., 473–474 (2014) 714–730.
  18. K.M.H. Beggs, R.S. Summers, Character and chlorine reactivity of dissolved organic matter from a mountain pine beetle impacted watershed, Environ. Sci. Technol., 45 (2011) 5717–5724.
  19. M. Vera, S. Cruz, M.R. Boleda, J. Mesa, J. Martín-Alonso, S. Casas, O. Gibert, J.L. Cortina, Fluorescence spectroscopy and parallel factor analysis as a dissolved organic monitoring tool to assess treatment performance in drinking water trains, Sci. Total Environ., 584–585 (2017) 1212–1220.
  20. P.G. Coble, Characterization of marine and terrestrial DOM in seawater using excitation-emission matrix spectroscopy, Mar. Chem., 51 (1996) 325–346.
  21. W. Chen, P. Westerhoff, J.A. Leenheer, K. Booksh, Fluorescence excitation−emission matrix regional integration to quantify spectra for dissolved organic matter, Environ. Sci. Technol., 37 (2004) 5701–5710.
  22. T. Persson, M. Wedborg, Multivariate evaluation of the fluorescence of aquatic organic matter, Anal. Chim. Acta, 434 (2001) 179–192.
  23. C. Qian, L.F. Wang, W. Chen, Y.S. Wang, X.Y. Liu, H. Jiang, H.Q. Yu, Fluorescence approach for the determination of fluorescent dissolved organic matter, Anal. Chem., 89 (2017) 4264–4271.
  24. J.H. Goldman, S.A. Rounds, J.A. Needoba, Applications of fluorescence spectroscopy for predicting percent wastewater in an urban stream, Environ. Sci. Technol., 46 (2012) 4374–4381.
  25. L. Yang, J. Hur, W. Zhuang, Occurrence and behaviors of fluorescence EEM-PARAFAC components in drinking water and wastewater treatment systems and their applications: a review, Environ. Sci. Pollut. Res., 22 (2015) 6500–6510.
  26. R.K. Henderson, A. Baker, K.R. Murphy, A. Hambly, R.M. Stuetz, S.J. Khan, Fluorescence as a potential monitoring tool for recycled water systems: a review, Water Res., 43 (2009) 863–881.
  27. R. Bro, M. Vidal, EEMizer: automated modeling of fluorescence EEM data, Chemom. Intell. Lab. Syst., 106 (2011) 86–92.
  28. S.A. Baghoth, S.K. Sharma, G.L. Amy, Tracking natural organic matter (NOM) in a drinking water treatment plant using fluorescence excitation–emission matrices and PARAFAC, Water Res., 45 (2011) 797–809.
  29. M. Esparza-Soto, S. Núñez-Hernández, C. Fall, Spectrometric characterization of effluent organic matter of a sequencing batch reactor operated at three sludge retention times, Water Res., 45 (2011) 6555–6563.
  30. K.R. Murphy, A. Hambly, S. Singh, R.K. Henderson, A. Baker, R. Stuetz, S.J. Khan, Organic matter fluorescence in municipal water recycling schemes: toward a unified PARAFAC model, Environ. Sci. Technol., 45 (2011) 2909–2916.
  31. C.L. Osburn, C.A. Stedmon, Linking the chemical and optical properties of dissolved organic matter in the Baltic–North Sea transition zone to differentiate three allochthonous inputs, Mar. Chem., 126 (2011) 281–294.
  32. C.A. Stedmon, B. Seredyńska-Sobecka, R. Boe-Hansen, N. Le Tallec, C.K. Waul, E. Arvin, 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 (2011) 6030–6038.
  33. P.A. Staehr, L. Baastrup-Spohr, K. Sand-Jensen, C. Stedmon, Lake metabolism scales with lake morphometry and catchment conditions, Aquat. Sci., 74 (2012) 155–169.
  34. E. Cohen, G.J. Levy, M. Borisover, Fluorescent components of organic matter in wastewater: efficacy and selectivity of the water treatment, Water Res., 55 (2014) 323–334.
  35. D. Van der Kooij, H. Veenendaal, Determination of the Concentration of Easily Assimilable Organic Carbon (AOC) in Drinking Water With Growth Measurement Using Pure Bacterial Cultures, KIWA NV, 1995.
  36. R. Bro, PARAFAC. Tutorial and applications, Chemometr. Intell. Lab., 38 (1997) 149–171.
  37. C.A. Stedmon, R. Bro, Characterizing dissolved organic matter fluorescence with parallel factor analysis: a tutorial, Limnol. Oceanogr. Methods, 6 (2008) 572–579.
  38. K. Shimotori, K. Watanabe, T. Hama, Fluorescence characteristics of humic-like fluorescent dissolved organic matter produced by various taxa of marine bacteria, Aquat. Microb. Ecol., 65 (2012) 249–260.
  39. S.K.L. Ishii, T.H. Boyer, Behavior of Reoccurring PARAFAC components in fluorescent dissolved organic matter in natural and engineered systems: a critical review, Environ. Sci. Technol., 46 (2012) 2006–2017.
  40. W.T. Li, S.Y. Chen, Z.X. Xu, Y. Li, C.D. Shuang, A.M. Li, 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 (2014) 2603–2609.
  41. S. Goto, Y. Tada, K. Suzuki, Y. Yamashita, Production and reutilization of fluorescent dissolved organic matter by a marine bacterial strain, Alteromonas macleodii, Front. Microbiol., 8 (2017) 1–10.
  42. D.E. Helbling, F. Hammes, T. Egli, H.-P.E. Kohler, Kinetics and yields of pesticide biodegradation at low substrate concentrations and under conditions restricting assimilable organic carbon, Appl. Environ. Microbiol., 80 (2014) 1306–1313.
  43. Y. Zhou, K. Shi, Y. Zhang, E. Jeppesen, X. Liu, Q. Zhou, H. Wu, X. Tang, G. Zhu, Fluorescence peak integration ratio IC: IT as a new potential indicator tracing the compositional changes in chromophoric dissolved organic matter, Sci. Total Environ., 574 (2017) 1588–1598.
  44. H. Xu, H. Cai, G. Yu, H. Jiang, Insights into extracellular polymeric substances of cyanobacterium Microcystis aeruginosa using fractionation procedure and parallel factor analysis, Water Res., 47 (2013) 2005–2014.
  45. Y. Yuan, B. Xi, X. He, W. Tan, R. Gao, H. Zhang, C. Yang, X. Zhao, C. Huang, D. Li, Compost-derived humic acids as regulators for reductive degradation of nitrobenzene, J. Hazard. Mater., 339 (2017) 378–384.
  46. F. Qu, H. Liang, Z. Wang, H. Wang, H. Yu, G. Li, Ultrafiltration membrane fouling by extracellular organic matters (EOM) of Microcystis aeruginosa in stationary phase: influences of interfacial characteristics of foulants and fouling mechanisms, Water Res., 46 (2012) 1490–1500.
  47. J. Bridgeman, A. Baker, C. Carliell-Marquet, E. Carstea, Determination of changes in wastewater quality through a treatment works using fluorescence spectroscopy, Environ. Technol., 34 (2013) 3069–3077.
  48. H. Yu, Y. Song, R. Liu, H. Pan, L. Xiang, F. Qian, Identifying changes in dissolved organic matter content and characteristics by fluorescence spectroscopy coupled with self-organizing map and classification and regression tree analysis during wastewater treatment, Chemosphere, 113 (2014) 79–86.
  49. C.A. Stedmon, R.M. Cory, Biological Origins and Fate of Fluorescent Dissolved Organic Matter in Aquatic Environments, P.G. Coble, J.Lead, A. Baker, D.M. Reynolds, R.G. Spencer, Eds., Aquatic Organic Matter Fluorescence, Cambridge University Press, Cambridge, 2014, pp. 278–299.
  50. R.A. Sipler D.A. Bronk, Dynamics of Dissolved Organic Nitrogen, D.A. Hansell, C.A. Carlson, Biogeochemistry of Marine Dissolved Organic Matter, Academic Press, Waltham, 2015, pp. 128–232.