Characteristic Regions of the Fluorescence Excitation-Emission Matrix (EEM) To Identify Hydrophobic/Hydrophilic Contents of Organic Matter in Membrane Bioreactors

被引:66
|
作者
Xiao, Kang [1 ,2 ]
Shen, Yuexiao [3 ]
Liang, Shuai [4 ]
Tan, Jihua [1 ]
Wang, Xiaomao [2 ]
Liang, Peng [2 ]
Huang, Xia [2 ]
机构
[1] Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
[2] Tsinghua Univ, State Key Joint Lab Environm Simulat & Pollut Con, Sch Environm, Beijing 100084, Peoples R China
[3] Univ Calif Berkeley, Dept Chem, Berkeley, CA 94720 USA
[4] Beijing Forestry Univ, Coll Environm Sci & Engn, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
WASTE-WATER TREATMENT; 3-DIMENSIONAL EXCITATION; PREPARATIVE ISOLATION; RAMAN SCATTER; HYDROPHOBICITY; SPECTROSCOPY; INTEGRATION; SUBSTANCES; SPECTRA; PROTEIN;
D O I
10.1021/acs.est.8b02684
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study systematically investigated the correlations between fluorescence distributions characterized by the excitation-emission matrix (EEM) and hydrophobic/hydrophilic composition of dissolved organic matter (DOM) in membrane bioreactors (MBRs). On the basis of samples from 10 full-scale MBRs, we performed point-to-point comparisons among different components using an EEM fluorescence quotient (FQ) method and obtained a hydrophobic/hydrophilic fluorophore distribution map via Wilcoxon signed rank test. Hydrophobic acids/bases (HOA/HOB) concentrated in the low-wavelength region [excitation wave length (Ex) < 235 nm], while hydrophilic substances (HIS) were enriched in the region of Ex > 235 nm [especially with emission wavelength (Em) = 300-360 nm]. Quantitatively, EEM regional contribution to whole wavelength fluorescence was found to significantly correlate with the hydrophobic/hydrophilic proportions of DOM, with Pearson's coefficients of 0.94 and 0.78 (p < 0.01) for HOA and HIS, respectively. We established a linear regression model showing the HOA proportion as a function of the EEM regional contribution at (Ex, Em) = (200-285, 340-465 nm), with R-2 = 0.876, which was validated via leave-one-out cross-validation and Monte Carlo simulation. This study shows a statistically hydrophobicity-dependent fluorescence property across different MBRs, and it might be applied to provide a quick estimation of hydrophobic/hydrophilic composition of DOM in wastewater treatment systems based on EEM monitoring.
引用
收藏
页码:11251 / 11258
页数:8
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