TY - JOUR
T1 - Use of fluorescence EEM to monitor the removal of emerging contaminants in full scale wastewater treatment plants
AU - Sgroi, Massimiliano
AU - Roccaro, Paolo
AU - Korshin, Gregory V.
AU - Greco, Valentina
AU - Sciuto, Sebastiano
AU - Anumol, Tarun
AU - Snyder, Shane A.
AU - Vagliasindi, Federico G.A.
N1 - Funding Information:
This study was supported by the Italian Ministry of Instruction, University, and Research (MIUR) , through the Research Projects of National Interest “Emerging contaminants in air, soil, and water: from source to the marine environment” (PRIN 2010–2011—grant 2010WLNFY2 ). G.V. Korshin also thanks the US-Italy Fulbright Commission for supporting his collaborative activities at the University of Catania, Italy. Views expressed in this paper do not necessarily reflect those of the funding agency.
Publisher Copyright:
© 2016 Elsevier B.V.
PY - 2017/2/5
Y1 - 2017/2/5
N2 - This study investigated the applicability of different techniques for fluorescence excitation/emission matrices data interpretations, including peak-picking method, fluorescence regional integration and PARAFAC modelling, to act as surrogates in predicting emerging trace organic compounds (ETOrCs) removal during conventional wastewater treatments that usually comprise primary and secondary treatments. Results showed that fluorescence indexes developed using alternative methodologies but indicative of a same dissolved organic matter component resulted in similar predictions of the removal of the target compounds. The peak index defined by the excitation/emission wavelength positions (λex/λem) 225/290 nm and related to aromatic proteins and tyrosine-like fluorescence was determined to be a particularly suitable surrogate for monitoring ETOrCs that had very high removal rates (average removal >70%) (i.e., triclosan, caffeine and ibuprofen). The peak index defined by λex/λem = 245/440 nm and the PARAFAC component with wavelength of the maxima λex/λem = 245, 350/450, both identified as humic-like fluorescence, were found remarkably well correlated with ETOrCs such as atenolol, naproxen and gemfibrozil that were moderately removed (51–70% average removal). Finally, the PARAFAC component with wavelength of the maxima λex/λem = <240, 315/380 identified as microbial humic-like fluorescence was the only index correlated with the removal of the antibiotic trimethoprim (average removal 68%).
AB - This study investigated the applicability of different techniques for fluorescence excitation/emission matrices data interpretations, including peak-picking method, fluorescence regional integration and PARAFAC modelling, to act as surrogates in predicting emerging trace organic compounds (ETOrCs) removal during conventional wastewater treatments that usually comprise primary and secondary treatments. Results showed that fluorescence indexes developed using alternative methodologies but indicative of a same dissolved organic matter component resulted in similar predictions of the removal of the target compounds. The peak index defined by the excitation/emission wavelength positions (λex/λem) 225/290 nm and related to aromatic proteins and tyrosine-like fluorescence was determined to be a particularly suitable surrogate for monitoring ETOrCs that had very high removal rates (average removal >70%) (i.e., triclosan, caffeine and ibuprofen). The peak index defined by λex/λem = 245/440 nm and the PARAFAC component with wavelength of the maxima λex/λem = 245, 350/450, both identified as humic-like fluorescence, were found remarkably well correlated with ETOrCs such as atenolol, naproxen and gemfibrozil that were moderately removed (51–70% average removal). Finally, the PARAFAC component with wavelength of the maxima λex/λem = <240, 315/380 identified as microbial humic-like fluorescence was the only index correlated with the removal of the antibiotic trimethoprim (average removal 68%).
KW - Dissolved organic matter
KW - Fluorescence regional integration
KW - Parafac
KW - Personal care products
KW - Pharmaceuticals
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U2 - 10.1016/j.jhazmat.2016.05.035
DO - 10.1016/j.jhazmat.2016.05.035
M3 - Article
C2 - 27233208
AN - SCOPUS:84971643787
SN - 0304-3894
VL - 323
SP - 367
EP - 376
JO - Journal of Hazardous Materials
JF - Journal of Hazardous Materials
ER -