College of Resources and Environment , University of Chinese Academy of Sciences , Beijing 100049 , People's Republic of China.
State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment , Tsinghua University , Beijing 100084 , People's Republic of China.
Environ Sci Technol. 2018 Oct 2;52(19):11251-11258. doi: 10.1021/acs.est.8b02684. Epub 2018 Sep 18.
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 wavelength (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 = 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.
本研究系统地研究了膜生物反应器(MBR)中荧光分布与溶解性有机物(DOM)疏水性/亲水性组成之间的相关性。基于 10 个全尺寸 MBR 的样本,我们使用激发-发射矩阵(EEM)荧光商(FQ)方法对点到点比较了不同成分之间的差异,并通过 Wilcoxon 符号秩检验获得了疏水性/亲水性荧光团分布图。疏水性酸/碱(HOA/HOB)集中在低波长区域[激发波长(Ex)<235nm],而亲水性物质(HIS)则在 Ex>235nm 的区域富集[特别是在发射波长(Em)=300-360nm 处]。定量地,EEM 区域对整个波长荧光的贡献与 DOM 的疏水性/亲水性比例显著相关,HOA 和 HIS 的 Pearson 系数分别为 0.94 和 0.78(p<0.01)。我们建立了一个线性回归模型,显示 HOA 比例作为(Ex,Em)=(200-285nm,340-465nm)处 EEM 区域贡献的函数,R=0.876,通过留一法交叉验证和蒙特卡罗模拟进行了验证。本研究表明,不同 MBR 之间存在统计学上依赖于疏水性的荧光特性,它可以应用于基于 EEM 监测快速估计废水处理系统中 DOM 的疏水性/亲水性组成。