Journal of Environmental Science and Health Part A · 2016 · 37 citations · 47 references
Natural SciencesChemistryEnvironmental SciencesAnalytical ChemistryEnvironmental ChemistryWater TreatmentOrganic Contaminant RemediationOrganic Contaminant RemovalOrganic Matter DecompositionOrganic PollutantsWastewater ChemistryWater PollutionHigh-performance Size-exclusion ChromatographyNatural Organic Matter RemovalOrganic Matter CharacterizationOrganic Matter FractionationOrganic PollutionPreoxidationSize-exclusion Liquid ChromatographySource Water Characterization
In this study, natural organic matter (NOM) in source water, as well as the treated water after coagulation with or without potassium permanganate (KMnO4) preoxidation, was characterized by using high performance size exclusion chromatography with organic carbon detector (HPSEC-OCD) and fluorescence excitation emission matrices (F-EEMs) with parallel factor (PARAFAC) analysis. Bulk parameters, such as dissolved organic carbon (DOC) and ultraviolet light absorbance at 254 nm (UV254), were also analyzed. The results show that KMnO4 preoxidation caused the breakdown of high molecular weight (MW) organics into low MW organics. All organics, whether those that existed in the source water or those generated by KMnO4 preoxidation, could be partly removed by coagulation. Combining the derived organic fractions obtained from HPSEC-OCD with peak-fitting and from F-EEMs with PARAFAC on the same sample, humic substances have been specified as the main organic composition. Further, the predictive models for trihalomethanes formation potential (THMFP) and haloacetic acids formation potential (HAAFP) based on organic fractions from HPSEC-OCD have higher accuracy than those based on the components from PARAFAC modeling. These models provide useful tools to specify the organic fractions from HPSEC-OCD and F-EEMs that constitute active precursors towards trihalomethanes (THMs) or haloacetic acids (HAAs) formation in water. Further, by knowing the major organic precursors, it would facilitate choosing the appropriate water treatment process for disinfection by-products (DBPs) control.
47
PARAFAC. Tutorial and applications
Rasmus Bro · Chemometrics and Intelligent Laboratory Systems · 1997 · 2.8K citations
Fluorescence spectroscopy and multi-way techniques. PARAFAC
Kathleen R. Murphy, Colin A. Stedmon, Daniel Graeber et al. · Analytical Methods · 2013 · 2K citations · Full text