Photocatalytic degradation of DOM in urban stormwater runoff with TiO2 nanoparticles under UV light irradiation: EEM-PARAFAC analysis and influence of co-existing inorganic ions☆
Graphical abstract
Introduction
With the acceleration of urbanization, the problem of urban stormwater runoff pollution has become a hot topic discussed by researchers and engineers (Goonetilleke et al., 2005; Hong et al., 2017; Mcelmurry et al., 2014). In stormwater system, dissolved organic matter (DOM) is mainly composed of organic substances with multiple functional groups and molecular sizes (Chen et al., 2002; Santos et al., 2012; Zhao et al., 2015; Zhao et al., 2016). DOM compositions and structures are influenced by their sources and biogeochemical processes. (Mcelmurry et al., 2014; Schulten and Gleixner, 1999). As a ubiquitous and reactive fraction, DOM can forcefully interact with the co-existing contaminants and nutrient substances, thus altering their migration, transformation, bioavailability, toxicity and fate (Kieber et al., 2005; Kieber et al., 2004). Furthermore, considering that current methods to protect aquatic environments are massively inoperative and even guided by the “end-of-pipe” operations, the inefficient DOM treatment by former stormwater facilities will significantly increase the difficulty of sewage treatment plants. Previous researches had proved that DOM could lead to the formation of disinfection by products (DBP) and membrane fouling (Zhang et al., 2008).
Among various treatment technologies, heterogeneous photocatalysis employing UV light and TiO2 catalyst has proved its high-efficiency in photodegrading a large number of ambiguous recalcitrant organic substances into unsteadily biodegradable substances. Moreover, under the appropriate conditions, it is possible to ultimately mineralize organic molecules to form pollution-free CO2 and H2O (Cai et al., 2018; Li et al., 2018). The dominating reaction mechanism of photocatalysis degradation is based on the generation of clean and environmentally friendly free radicals with strong oxidizing ability (Wang et al., 2017; Zou et al., 2015). As well, the strong stability (including chemical-, thermal- and photo-stability), the undemanding experimental conditions (ambient temperature and pressure), the efficient recyclability and low operating costs promote wide application of UV/TiO2 technique in wastewater treatment (Wang et al., 2016; Wang et al., 2014).
In former studies of photocatalytic DOM degradation, dissolved organic carbon (DOC) concentrations and some parameters fitted from UV–visible spectral data were mainly applied as indicators for estimating the total removal efficiency (Rajca and Bodzek, 2013; Zanardi-Lamardo et al., 2004). However, these indexes are insufficient to fully clarify the behaviors of the extremely nonhomogeneous DOM. As a credible and hypersensitized optical instrument, fluorescence spectroscopy can be used to efficiently identify the different types of organic compounds (Baker et al., 2004; Coble, 1996; Her et al., 2003). Furthermore, the photocatalytic DOM decomposition performances have been explored applying fluorescence-based instruments in a range of aquatic environments (Kavurmaci and Bekbolet, 2014; Patel-Sorrentino et al., 2004; Zanardi-Lamardo et al., 2004). However, the previous studies assessed the photodegradation tendency of DOM simply via the analysis of changes in intrinsic fluorescence intensity or peak position, neglecting the possible error caused by the spectral overlaps from a complicated mixture of various fluorescent compounds.
As the most popular stoichiometry technique, parallel factor analysis (PARAFAC) can deconvolute the complicated EEMs spectra into independent fluorescent organic substances that represent different types of fluorophores with similar physicochemical properties and structures (Ishii and Boyer, 2012; Stedmon and Bro, 2008). The EEM-PARAFAC technique has been widely utilized to monitor the activities of various DOM substances in water environments (Hudson et al., 2010; Seredyn'Skasobecka et al., 2011; Stedmon et al., 2011; Yang et al., 2015). The peak locations and intensities of the separate PARAFAC constituent reflect the water quality and treatment performance. Therefore, the photocatalytic degradation behaviors of different constituents can be effectively identified by utilizing EEM-PARAFAC technique, and the overlaps between various fluorescents will be effectively avoided. It is noteworthy that Phong and Hur (2015) explored the photodegradation behaviors of different fluorescents by EEM-PARAFAC, in which the litter-derived DOM, Elliott soil humic acid and Pony lake fulvic acid were selected as DOM references. But up to now, few researchers applied EEM-PARAFAC technique to investigate the adsorption-photocatalytic processes and mechanism of urban stormwater runoff DOM in UV/TiO2 system.
More importantly, dissolved inorganic ions are quite ubiquitous in DOM-containing urban stormwater runoff (Brown and Peake, 2006; Gammons et al., 2005; Zhao et al., 2017). They may appreciably affect the photocatalytic reactions for DOM disposal. Therefore, it is important to explore the influences of different inorganic species on photocatalytic DOM decomposition in UV/TiO2 system, which will be beneficial to clarify the photocatalytic degradation mechanism of DOM in real stormwater runoff samples. This study will aim (1) to demonstrate the practicability of the environmentally friendly and cost effective UV/TiO2 system for the elimination of DOM in urban stormwater runoff, (2) to compare the variations in DOC concentrations, UV parameters and fluorescents identified by EEM-PARAFAC of urban stormwater runoff DOM in UV/TiO2 system under different experimental conditions, including TiO2 doses and pH values, and (3) to examine the effects of co-existing inorganic ions (Cu2+ and H2PO4−) that are common in stormwater runoff on DOM degradation with TiO2 as catalyst under UV light illumination.
Section snippets
Sampling and pretreatment
The runoff water samples were collected directly with 1000 mL fully cleaning glass containers after the generation of surface runoff on 2nd August of 2017 at a regular sampling point of Daxing campus (39°51′ N, 116°24’ E) of Beijing University of Civil Engineering and Architecture (BUCEA). The sampling site was covered by asphalt pavement, and the pavement precipitates, uncleaned waste and the other organic substances washed by rainfall could be the potential DOM sources. Weather parameters
Variations of DOC concentrations during photocatalytic degradation
DOC is the most comprehensive and frequently-used parameter that can quantify the amount of DOM in water systems, because organic substances in natural environment generally represent a significant fraction of the carbonaceous organic constituents (Croué et al., 2003). The variation trends of DOC concentrations in adsorption and photocatalysis processes under UV light illumination were shown in Fig. 1. Without TiO2 as photocatalyst, DOC concentrations of urban stormwater runoff exhibited
Conclusions
The fundamental behaviors of DOM in urban stormwater runoff with the changes of TiO2 dosages during adsorption-photodegradation processes were identical for DOC, UV254 and EEM: the faster reduction corresponding to higher TiO2 loadings. But the decreases of photodegrading ratios at excess TiO2 loading were attributed to the reduced absorption efficiency of the TiO2 particles resulting from the enhancive turbidity. The prominent changes of DOM photocatalytic rates with different solution pH
Acknowledgments
We thank the financial support from Project of Construction of Innovation Teams and Teacher Career Development for Universities and Colleges Under Beijing Municipality (IDHT20170508), Great Wall Scholars Training Program Project of Beijing Municipality Universities (CIT&TCD20180323), Beijing Talent Project (2017A38), the Fundamental Research Funds for Beijing Universities of Civil Engineering and Architecture (X18075/X18076/X18124/X18125/X18276) and Scientific Research Foundation of Beijing
References (108)
- et al.
Endocrine disrupter compounds removal in wastewater using microalgae: degradation kinetics assessment
Chem. Eng. J.
(2018) - et al.
UV254 absorbance as real-time monitoring and control parameter for micropollutant removal in advanced wastewater treatment with powdered activated carbon
Water Res.
(2016) - et al.
Measurement of protein-like fluorescence in river and waste water using a handheld spectrophotometer
Water Res.
(2004) - et al.
Investigating sorption-driven dissolved organic matter fractionation by multidimensional fluorescence spectroscopy and PARAFAC
J. Colloid Interface Sci.
(2006) - et al.
Characterization of dissolved organic matter in fogwater by excitation-emission matrix fluorescence spectroscopy
Atmos. Environ.
(2010) PARAFAC. Tutorial and applications
Chemometr. Intell. Lab.
(1997)- et al.
Sources of heavy metals and polycyclic aromatic hydrocarbons in urban stormwater runoff
Sci. Total Environ.
(2006) - et al.
Photocatalytic oxidation in aqueous titanium dioxide suspensions: the influence of dissolved transition metals
J. Photochem. Photobiol., A
(1993) - et al.
Effect of copper ions on the formation of hydrogen peroxide from photocatalytic titanium dioxide particles
J. Catal.
(2003) - et al.
Continuous fluorescence excitation-emission matrix monitoring of river organic matter
Water Res.
(2010)
Study on the photocatalytic degradation of glyphosate by TiO2 photocatalyst
Chemosphere
Spectroscopic characterization of the structural and functional properties of natural organic matter fractions
Chemosphere
A facile method to synthesize the photocatalytic TiO2/montmorillonite nanocomposites with enhanced photoactivity
Appl. Surf. Sci.
Visible light-induced reactions of humic acids on TiO2
J. Photochem. Photobiol., A
Characterization of marine and terrestrial DOM in seawater using excitation-emission matrix spectroscopy
Mar. Chem.
Photobleaching of chromophoric dissolved organic matter in natural waters: kinetics and modeling
Mar. Chem.
Capturing phosphates with iron enhanced sand filtration
Water Res.
Photocatalytic degradation of short-chain organic diacids
Catal. Today
A new submerged membrane photocatalysis reactor (SMPR) for fulvic acid removal using a nano-structured photocatalyst
J. Hazard Mater.
Photocatalytic degradation of phenanthrene by graphite oxide-TiO2-Sr(OH)2/SrCO3 nanocomposite under solar irradiation: effects of water quality parameters and predictive modeling
Chem. Eng. J.
Heterogeneous photocatalytic degradation of organic contaminants over titanium dioxide: a review of fundamentals, progress and problems
J. Photoch. Photobio. C
Understanding the role of land use in urban stormwater quality management
J. Environ. Manag.
Photochemical bleaching of oceanic dissolved organic matter and its effect on absorption spectral slope and fluorescence
Mar. Chem.
Characterization of DOM as a function of MW by fluorescence EEM and HPLC-SEC using UVA, DOC, and fluorescence detection
Water Res.
Modelling heavy metals build-up on urban road surfaces for effective stormwater reuse strategy implementation
Environ. Pollut.
Effects of acidity and inorganic ions on the photocatalytic degradation of different azo dyes
Appl. Catal. B Environ.
Linking groundwater dissolved organic matter to sedimentary organic matter from a fluvio-lacustrine aquifer at Jianghan Plain, China by EEM-PARAFAC and hydrochemical analyses
Sci. Total Environ.
Properties of fluorescent dissolved organic matter in the Gironde Estuary
Org. Geochem.
New insights into the size distribution of fluorescent dissolved organic matter in estuarine waters
Org. Geochem.
Characterization of spectral responses of humic substances upon UV irradiation using two-dimensional correlation spectroscopy
Water Res.
Spectroscopic surrogates for real time monitoring of water quality in wastewater treatment and water reuse
Curr. Opin. Env. Sust.
Characterization of dissolved organic matter fluorescence in the South Atlantic Bight with use of PARAFAC model: interannual variability
Mar. Chem.
Impact of UV254 -radiation on aquatic humic substances
Chemosphere
Tracking changes in the optical properties and molecular composition of dissolved organic matter during drinking water production
Water Res.
Characterization of urban stormwater runoff
Water Res.
Hydrothermal synthesis of graphene grafted titania/titanate nanosheets for photocatalytic degradation of 4-chlorophenol: solar-light-driven photocatalytic activity and computational chemistry analysis
Chem. Eng. J.
Identifying the sources and fate of anthropogenically impacted dissolved organic matter (DOM) in urbanized rivers
Water Res.
Analysis of rainwater dissolved organic carbon compounds using fluorescence spectrophotometry
Atmos. Environ.
Effect of formate and methanol on photoreduction/removal of toxic cadmium ions using TiO2 semiconductor as photocatalyst
Chem. Eng. Sci.
The effect of operational parameters on the photocatalytic degradation of humic acid
J. Photochem. Photobiol., A
Effects of UV-visible irradiation on natural organic matter from the Amazon basin
Sci. Total Environ.
Insight into photocatalytic degradation of dissolved organic matter in UVA/TiO2 systems revealed by fluorescence EEM-PARAFAC
Water Res.
Kinetics of fulvic and humic acids photodegradation in water solutions
Separ. Purif. Technol.
Monitoring of effluent DOM biodegradation using fluorescence, UV and DOC measurements
Chemosphere
Adsorption of dissolved organic matter (DOM) onto the synthetic iron pipe corrosion scales (goethite and magnetite): effect of pH
Chem. Eng. J.
Spectroscopic characterization of dissolved organic matter isolated from rainwater
Chemosphere
First spectroscopic study on the structural features of dissolved organic matter isolated from rainwater in different seasons
Sci. Total Environ.
Analytical pyrolysis of humic substances and dissolved organic matter in aquatic systems: structure and origin
Water Res.
Monitoring organic loading to swimming pools by fluorescence excitation-emission matrix with parallel factor analysis (PARAFAC)
Water Res.
Heterogeneous photocatalysed decolorization of two selected dye derivatives neutral red and toluidine blue in aqueous suspensions
Chem. Eng. J.
Cited by (0)
- ☆
This paper has been recommended for acceptance by Baoshan Xing.