Abstract
This study reports the synthesis and characterization of composite nitrogen and fluorine co-doped titanium dioxide (NF-TiO2) for the removal of contaminants of concern in wastewater under visible and solar light. Monodisperse anatase TiO2 nanoparticles of different sizes and Evonik P25 were assembled to immobilized NF-TiO2 by direct incorporation into the sol–gel or by the layer-by-layer technique. The composite films were characterized with X-ray diffraction, high-resolution transmission electron microscopy, environmental scanning electron microscopy, and porosimetry analysis. The photocatalytic degradation of atrazine, carbamazepine, and caffeine was evaluated in a synthetic water solution and in an effluent from a hybrid biological concentrator reactor (BCR). Minor aggregation and improved distribution of monodisperse titania particles was obtained with NF-TiO2-monodisperse (10 and 50 nm) from the layer-by-layer technique than with NF-TiO2 + monodisperse TiO2 (300 nm) directly incorporated into the sol. The photocatalysts synthesized with the layer-by-layer method achieved significantly higher degradation rates in contrast with NF-TiO2-monodisperse titania (300 nm) and slightly faster values when compared with NF-TiO2-P25. Using NF-TiO2 layer-by-layer with monodisperse TiO2 (50 nm) under solar light irradiation, the respective degradation rates in synthetic water and BCR effluent were 14.6 and 9.5 × 10−3 min−1 for caffeine, 12.5 and 9.0 × 10−3 min−1 for carbamazepine, and 10.9 and 5.8 × 10−3 min−1 for atrazine. These results suggest that the layer-by-layer technique is a promising method for the synthesis of composite TiO2-based films compared to the direct addition of nanoparticles into the sol.
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Introduction
Contaminants of concern (COCs), especially pharmaceuticals and pesticides, are routinely detected in the effluents of municipal wastewater treatment plants (WTPs), which presents a risk for the environment and human health (Andreozzi et al. 2003; Belgiorno et al. 2007; Bernabeu et al. 2011; Castiglioni et al. 2006; Glassmeyer et al. 2005; Ho et al. 2011; Joss et al. 2005). Carbamazepine (CMP), a widely used anticonvulsant and mood-stabilizing drug (WHO 2002), is frequently identified downstream of sewage treatment plants in several European countries (Andreozzi et al. 2003; Bernabeu et al. 2011; Castiglioni et al. 2006; Joss et al. 2005) as well as in the USA (Glassmeyer et al. 2005). Likewise, atrazine (ATR) is a commonly found herbicide in WTP effluents around the USA (Glassmeyer et al. 2005; USEPA 2003) and Australia (Ho et al. 2011). According to the U.S. Environmental Protection Agency, ATR has a suspected impact on gonadal development in amphibians. Moreover, the European Union (EU) considers it an endocrine disruptor and, therefore, a priority substance in the EU Water Framework Directive 2008/105/EC (EC 2008). The treatment of these compounds by conventional biological methods, such as activated sludge process, trickling filter, membrane bioreactor, and suspended-biofilm reactor, achieves only partial removal of these chemicals (Andreozzi et al. 2003; Belgiorno et al. 2007; Bernabeu et al. 2011; Castiglioni et al. 2006; Glassmeyer et al. 2005; Ho et al. 2011; Joss et al. 2005). For this reason, the integrated use of advanced oxidation processes (AOPs) with biological treatment is of great interest as they have shown the capability to polish effluent streams containing biorefractory organics (Andreozzi et al. 2003; Belgiorno et al. 2007; Bernabeu et al. 2011; Rizzo et al. 2009). Titanium dioxide (TiO2)-based nanotechnology has gained recognition as a promising AOP for water remediation due to the process high decomposition efficiency and TiO2 green characteristics, e.g., low toxicity, inert nature, and relatively low cost (Antoniou et al. 2008; Choi et al. 2007; Fujishima et al. 2000). This non-selective treatment even degrades trace level concentrations that are difficult or expensive to remove with conventional methods (Balasubramanian et al. 2004; Lin et al. 2006).
Photocatalytic degradation employing TiO2-based nanomaterials in slurry suspension or colloidal solution has been carried out successfully for both ATR (Hincapie et al. 2005; Li et al. 2012; Mourao et al. 2010; Parra et al. 2004) and CMP (Bernabeu et al. 2011; Chong and Jin 2012; Doll and Frimmel 2004; Laera et al. 2011). However, TiO2 immobilization to avoid a filtration step could appreciably improve the cost-effectiveness of the operation (Balasubramanian et al. 2004; Goetz et al. 2009; Han et al. 2011; Miranda-Garcia et al. 2011; Pelaez et al. 2010). Hence, among current challenges of the TiO2-based nanotechnology for environmental applications include enhancement of the structural and the photocatalytic properties of the immobilized catalysts.
Satisfactory removals of ATR, as a sole contaminant in synthetic solutions, have been achieved with TiO2 immobilized on a supporting media under UV or solar light irradiation (Goetz et al. 2009; McMurray et al. 2006; Parra et al. 2004). However, COCs are usually not the only substances present in effluents, so their photocatalytic degradation may be hampered by the presence of other organic and inorganic constituents that exert a stronger selectivity towards the catalyst or the oxidant species (Chong et al. 2011; Klamerth et al. 2009; Laera et al. 2011). Very few papers deal with supported photocatalysts for the treatment of COCs in mixtures. Miranda-Garcia et al. (2011) studied the degradation of 15 COCs in simulated and real municipal wastewater with TiO2 immobilized on glass spheres under solar irradiation. ATR and CMP demonstrated to be the most recalcitrant since they presented the lowest degradation rates among the studied compounds.
The UV-restricted photoactivation of TiO2 limits the utilization of a higher portion of the solar spectrum (i.e., visible light) to generate reactive oxidizing species. Several approaches, including metal and non-metal doping, dye-sensitization, and coupled semiconductors, have been applied to overcome this 3.2-eV band gap energy (Pelaez et al. 2012b). For drinking water treatment, non-metallic dopants (e.g., nitrogen, sulfur, fluorine, or carbon) are preferable because these elements do not show leakage as metals or other semiconductors do (Asahi et al. 2001; Choi et al. 2007; Lin et al. 2006; Rengifo-Herrera et al. 2009; Subagio et al. 2010). Nitrogen and fluorine co-doped TiO2 (NF-TiO2) films with enhanced structural properties have been synthesized using a modified sol–gel procedure and successfully applied to the photocatalytic degradation of cyanobacterial toxins in water (Pelaez et al. 2009; Pelaez et al. 2010). Additionally, the incorporation of Evonik® P25-TiO2 nanoparticles into the sol–gel improved the physicochemical and optical properties of the TiO2 film (Chen and Dionysiou 2008; Pelaez et al. 2011). Therefore, studying the effect of different nanoparticles added into the NF-TiO2 sol–gel to improve its photocatalytic efficiency is of great interest.
In this work, monodisperse anatase TiO2 nanoparticles of various particle sizes (Han et al. 2012) were assembled to the immobilized NF-TiO2 films by direct incorporation into the NF-TiO2 sol–gel or by employing the layer-by-layer technique. The performance of these composite films in the degradation of a mixture of COCs in both synthetic water and wastewater was evaluated under visible and solar irradiation, and compared with the performance of NF-TiO2-P25. The tested COCs were CMP and ATR as the representatives of the most persistent pharmaceuticals and pesticides typically present in WTP effluents. In addition, caffeine (CAF) was included as one of the most commonly detected contaminants in wastewater streams worldwide (Bernabeu et al. 2011; Glassmeyer et al. 2005; Kolpin et al. 2002).
Materials and methods
Reagents and sample preparation
ATR, CAF, and CMP were obtained from Sigma-Aldrich (USA). NF-TiO2 was prepared using a modified sol–gel method reported by Pelaez et al. (2010). Briefly, a flurosurfacant (Zonyl FS 300, Fluka), which served as a pore template and fluorine dopant, was dissolved in isopropyl alcohol (Fisher, USA). After the addition of glacial acetic acid (Fisher, USA), ethylenediamine (Fisher, USA) was added as a nitrogen precursor. Titanium tetraisopropoxide (TTIP; Sigma-Aldrich, USA, 97 %) was added dropwise to the sol, followed by additional acetic acid for peptidization. Monodisperse anatase titania was synthesized by a sol–gel method described by Han et al. (2012). In brief, CaCl2 solutions of varying concentrations (to provide different ionic strength for the particle size control) were added to methanol (Tedia, USA). After mixing, TTIP was added dropwise as the titanium precursor.
Two different ways of incorporating the nanoparticles into the composite NF-TiO2 films were implemented. In the first method, Evonik® P25-TiO2 or monodisperse titania nanoparticles (300 nm) were incorporated directly into the NF-TiO2 sol–gel at 5 g L−1 and sonicated. Subsequently, the sol was deposited on the substrate by dip-coating and immobilized as described elsewhere (Pelaez et al. 2012a). The second approach consisted in a layer-by-layer technique employing a separate solution of monodisperse titania with a particle size of 10 or 50 nm. The first coating consisted of a NF-TiO2 film followed by monodisperse titania one. This process of merging NF-TiO2 with monodisperse titania on top of it was repeated three times layer-by-layer until a final layer of monodisperse titania was achieved (six layers in total). The procedure of immobilization of the composite films is described elsewhere (Pelaez et al. 2012a).
Characterization of the films
A Tristar 3000 (Micromeritics) porosimeter analyzer was employed for the determination of BET surface area, pore volume, porosity, and BJH pore size distribution of the composite NF-TiO2 films. The films were scraped, and the samples were collected as powder and purged with N2 for 2 h at 150 °C using Flow prep 060 (Micromeritics). The film morphology was characterized with an environmental scanning electron microscope (ESEM, Philips XL 30 ESEM-FEG). The crystallographic structure of the synthesized TiO2 films was determined with a X’Pert PRO (Philips) XRD diffractometer with Cu Kα (λ = 1.5406 Å) radiation. Optoelectronic properties were derived from diffuse reflectance spectra obtained on a UV–vis spectrophotometer (Shimadzu 2501 PC) equipped with an integrated sphere attachment (ISR 1200) with BaSO4 reference standard.
Photocatalytic experiments
The photocatalytic degradation of ATR, CAF, and CMP was carried out both in a synthetic water solution (MilliQ-grade water) and in the effluent of a hybrid biomass concentrator reactor (BCR; Scott 2012), which treated a medium strength synthetic municipal wastewater (see Table 3 for effluent characteristics prior to spiking). Stock solutions of the analytes were prepared in MilliQ-grade water, and all the analytes were added together in aforementioned matrices at 4 μmol L−1. A borosilicate glass vessel reactor (i.d. 4.7 cm) containing 10 mL of spiked solution (0.58 cm of aqueous irradiated layer) and a composite film was sealed with parafilm and cooled down with a fan to prevent evaporation. The solution was irradiated with a 500-W solar simulator (Newport Corporation) equipped with AM 1.5 and infrared filters. The light intensity was 70 W cm−2 and was measured with a radiant power meter (Newport Corporation). When the experiments were performed in the visible range (420–700 nm), the measured light intensity was 40 W cm−2. The experiments were carried out in duplicates.
The COCs were analyzed by liquid chromatography–electrospray ionization–tandem mass spectrometry with a 1200 Series rapid resolution liquid chromatograph and 6410A triple quadrupole mass spectrometer equipped with a G1948B electrospray ionization source (Agilent, Palo Alto, CA, USA). The ESI was operated in positive mode. The analytes were separated with a Zorbax Eclipse XDB-C18 (2.1 × 50 mm, 3.5 um) column (Agilent, Palo Alto, CA, USA). The flow was 0.5 mL/min. The mobile phase was comprised of water (A) and methanol (B), both containing ammonium formate (5 mM). At time 0, the eluent composition was 90 % (A) and 10 % (B), being 36 % (A) and 64 % (B) after 12 min. The analytes were detected in the following selected reactions: ATR m/z 216 → m/z 174, CAF m/z 195 → m/z 138, and CMP m/z 237 → m/z 194.
Results and discussion
Morphology and microstructure of the composite NF-TiO2 films
The overall surface morphology of the NF-TiO2 composite materials was examined by ESEM. Rough and porous surfaces were observed in all of the studied composite films (Figs. 1 and 2). The high surface roughness is a characteristic of NF-TiO2 films synthesized with the abovementioned sol–gel method. Nevertheless, a rougher surface could provide a larger surface area for the photocatalytic reactions and more effective light absorbance than smoother surfaces (Pelaez et al. 2010; Provata et al. 1998). Based on Figs. 1 and 2, the difference among films was mainly due to the surface coverage. Higher surface coverage and more uniform distribution of nanoparticle additives were achieved in those films composed with P25 (Fig. 1a) than with the composite film containing monodisperse nanoparticles of 300 nm (Fig. 1b). In the latter, the surface coverage was greatly decreased due to the extensive aggregation of nanoparticles. Although the presence of aggregates was observed in all the catalysts cases (Figs. 1 and 2), much larger nanoparticle clusters were formed when monodisperse anatase titania was directly added into the sol–gel (Fig. 1b). Nevertheless, with the layer-by-layer technique, when the initially fairly well-distributed sol of the monodisperse TiO2 was deposited as an even layer on top of the NF-TiO2 by dip-coating, fewer aggregates and improved distribution of monodisperse titania was obtained (Fig. 2). It can be concluded that the dispersion of the monodisperse particles is higher when employing the layer-by-layer method than when added directly into the NF-TiO2 sol in a powdered form after recovering the monodisperse particles from the initial solution. The smaller particle size (50 and 10 nm) could probably also enhance the distribution of monodisperse titania. However, no notable difference was found in the ESEM images when using the particle size of 50 nm (Fig. 2a) or 10 nm (Fig. 2b), showing that the uniformity of the distribution of monodisperse particles is similar in the size range of 10 to 50 nm. Since the COCs degradation preferentially occurs on the catalyst surface, a higher interaction is expected with the film that has the highest surface area coverage (Linsebigler et al. 1995). Therefore, since fewer aggregates and improved distribution of monodisperse titania were obtained by the layer-by-layer method, improved degradation similar to, or higher than, the NF-TiO2-P25 could be expected.
In spite of the doubled number of layers, the films prepared by the layer-by-layer method had a slightly lower film thickness (Fig. 3) than the composite NF-TiO2-P25 (Pelaez et al. 2012a) where nanoparticle additives were incorporated directly into the sol. This, however, did not lead to lower photocatalytic activity for the NF-TiO2-monodisperse compared to NF-TiO2-P25 (see “Photocatalytic evaluation of the composite NF-TiO2 films synthesized layer-by-layer with the monodisperse TiO2 ” section).
According to XRD analysis, NF-TiO2-P25 films exhibited two crystal phases, anatase and rutile (confirming the presence of P25 nanoparticles). On the other hand, anatase was the only form detected for NF-TiO2-monodisperse (300 nm) and NF-TiO2 layer-by-layer with monodisperse TiO2 (10 and 50 nm). Dopant-related crystal phases were not observed since the amount of nitrogen and fluorine does not produce significant changes in the TiO2 structure (Pelaez et al. 2010).
The absorbance spectra of the Evonik P25, the composite NF-TiO2-P25, and the NF-TiO2-monodisperse TiO2 are shown in Fig. 4. While the reference sample of P25 showed no absorption towards visible light, the composite NF-TiO2 exhibited absorption spectra extended to the visible range of 400–500 nm to a small degree. This is due to the N and F doping, whereas the P25 and monodisperse titania additives most likely reduce the visible light absorption capacity of the NF-TiO2 (Pelaez et al. 2012a).
Porosimetry analysis was carried out for further characterization of the films. Table 1 summarizes the structural characteristics of all the composite NF-TiO2 films. The BET surface area increased with the direct addition of monodisperse titania (300 nm) into the NF-TiO2 sol, compared to the NF-TiO2-P25 composite film. The formation of different aggregate sizes due to the specific properties of the monodisperse titania and P25 can lead to the different values of BET area obtained. The films with monodisperse titania added by the layer-by-layer method presented BET surface area similar to or even smaller than the NF-TiO2-P25 (monodisperse titania of 50 and 10 nm, respectively). The smaller monodisperse particles of 10 nm could smoothen the surface roughness of the TiO2 film, but doing so also decreases the available surface area. Fairly similar pore size distribution was observed in all studied composite films.
Photocatalytic evaluation of the composite films
The photocatalytic degradation of the studied COCs followed pseudo-first-order kinetics. Regardless of the catalyst used or the aqueous matrix, CAF presented the highest degradation rate followed by CMP and ATR (see Table 2). ATR seemed to be more resistant at the early stages of the photocatalytic reaction (see Figs. 5, 6, 7, and 8), probably because of the higher persistence of ATR due to its chemical structure and/or because of the competitive adsorption on the catalyst surface by the other compounds in the mixture (Zahraa et al. 2003). However, the final concentrations of all the compounds were not substantially different after 7 h of degradation, which shows the high efficiency of the treatment under the experimental conditions.
Photocatalytic evaluation of the composite films with nanoparticle additives directly incorporated to the NF-TiO2 sol
Preliminary studies were carried out in synthetic water, comparing the two composite catalysts with nanoparticle additives directly incorporated into the NF-TiO2 sol both under visible and solar light (Fig. 5). Limited visible light degradation of all COCs was observed with NF-TiO2-P25 and NF-TiO2 + monodisperse titania (300 nm), indicating the persistence of the COCs under the conditions tested.
Nevertheless, the COCs were effectively degraded under solar light with both composite films in synthetic solution. Higher degradation efficiency in terms of higher kinetic constant k (minutes; Table 2) was obtained with NF-TiO2-P25 (see Fig. 5a) when compared with NF-TiO2 + monodisperse titania (300 nm; Fig. 5b). ATR had the lowest reaction kinetics, the k values in the case of using P25 additive or monodisperse TiO2 (300 nm) were 8.8 and 2.5 × 10−3 min−1, respectively (Table 2). In terms of removal, after 2 h of solar light irradiation, 77 % of CAF, 72 % of CMP, and 56 % of ATR were degraded by NF-TiO2-P25, while with NF-TiO2 + monodisperse titania of 300 nm, the percentages were 54, 50, and 24 %, respectively.
The degradation of COCs was slower in the BCR effluent than in the synthetic water solution (Fig. 6). With NF-TiO2-P25, the k value for the CMP degradation in synthetic water (12.6 × 10−3 min−1) decreased to 8.4 × 10−3 min−1 (by about 30 %; see Table 2). This decrease of degradation rates compared to the synthetic water is explained by the fact that the BCR effluent is a complex matrix containing several inorganic constituents that may compete with the analytes during the photocatalytic process (Table 3). The presence of SO4 2− and Cl− (316 and 59 mg L−1, respectively) and a total alkalinity of 156 mg L−1 (usually caused by the bicarbonates in great extent) were most likely the reason for the decrease in the degradation rates. Those inorganic species are reported to inhibit the TiO2 photocatalysis, principally as competitors for the adsorption on the catalyst surface or as the scavengers of ●OH radical (Burns et al. 1999; Yalap and Balcioglu 2009). Furthermore, the higher pH of the BCR effluent (7.9) compared to the synthetic solution at 5.7 could also affect the photocatalytic reactions (Barndõk et al. 2012). As the surface of NF-TiO2 is negatively charged at pH values above ∼6.0 as well as CMP (Achilleos et al. 2010; Pelaez et al. 2009), the adsorption of the compound on the surface of the catalyst is hindered by the action of repulsive electrostatic forces.
The negative effect of the BCR effluent on the degradation was even greater when monodisperse TiO2 (300 nm) was directly incorporated to the sol (Table 2). For CAF, that exhibited the highest degradation kinetics in both water matrices, the k values in the synthetic water decreased in the BCR effluent by about 20 % when using P25 additive, but more than 50 % when employing TiO2 (300 nm). In terms of removal efficiency, after 2 h of degradation, 71 % of CAF, 59 % of CMP, and 44 % of ATR were removed with NF-TiO2-P25 (Fig. 6a); however, with NF-TiO2 + monodisperse TiO2 (300 nm), the removal percentages were only 37, 32, and 12 % for CAF, CMP, and ATR, respectively (Fig. 6b). The superior photocatalytic performance by NF-TiO2-P25 compared to NF-TiO2 + monodisperse titania (300 nm) was mainly due to the different properties of the material. Although the composite film containing monodisperse nanoparticles of 300 nm presented a higher surface area than those prepared with P25 (Table 1), a higher surface coverage was achieved in the film composed with P25 (Fig. 1a). The more uniform dispersion of P25 was a reason for the better photocatalytic activity of NF-TiO2-P25, while the highly aggregated monodisperse particles brought along poor surface area coverage and, thus, inferior photocatalytic efficiency. Such lower activity in photocatalytic degradation was accentuated in the more complex nature of the BCR effluent.
Photocatalytic evaluation of the composite NF-TiO2 films synthesized layer-by-layer with the monodisperse TiO2
The catalysts synthesized with the layer-by-layer method achieved higher degradation rates than those where nanoparticle additives were directly incorporated into the NF-TiO2 sol. As shown in Fig. 7, in the synthetic water solution, the photocatalysts comprising of monodisperse titania of 50 and 10 nm (Fig. 7a and b, respectively) yielded slightly higher degradation than NF-TiO2-P25 (see Table 2). The k values for ATR were 10.9 and 9.9 × 10−3 min−1 using NF-TiO2 layer-by-layer with monodisperse TiO2 of 50 and 10 nm, respectively. In terms of removal, after 2-h period of exposure, 83 % of CAF, 77 % of CMP, and 69 % of ATR were removed when using monodisperse particles of 50 nm (Fig. 7a), and 78 % of CAF, 72 % of CMP, and 63 % of ATR were removed when using monodisperse particles of 10 nm (Fig. 7b).
With the catalysts from the layer-by-layer method, the degradation of COCs was also slower in the BCR effluent compared to the synthetic water solution (Table 2). With NF-TiO2-monodisperse TiO2 (10 nm), the k value for the COCs degradation was decreased by about 3 × 10−3 min−1 when compared with the kinetics in synthetic water. In terms of removal efficiency, after 2 h, 73 % of CAF, 67 % of CMP, and 52 % of ATR were removed when adding monodisperse particles of 10 nm by the layer-by-layer technique and 67 % of CAF, 68 % of CMP, and 48 % of ATR were removed using monodisperse particles of 50 nm (Fig. 8a, b). As witnessed in the characterization of the composite films (“Morphology and microstructure of the composite NF-TiO2 films” section), the difference between the catalyst materials was mainly due to the surface area coverage. Based on the ESEM images (Fig. 2), there was no remarkable variation in the surface coverage between the films made by the layer-by-layer technique. In the 10- to 50-nm range, a change in size of the monodisperse particles did not induce a relevant modification in the distribution of nanoparticles and, thus, in the coverage of the merged catalyst surface. Hence, NF-TiO2 films synthesized by the layer-by-layer method with monodisperse TiO2 with either 10 or 50 nm of particle size possess similar photocatalytic activities.
Conclusions
The incorporation method of the monodisperse titania to NF-TiO2 played a significant role in the final physicochemical and photocatalytic properties of the composite film. Fewer nanoparticle aggregates and improved distribution of monodisperse TiO2 were obtained with the layer-by-layer technique compared to the direct addition of monodisperse particles into the sol. The COCs were effectively degraded under solar light with NF-TiO2-monodisperse (10 and 50 nm size) from the layer-by-layer technique as well as with NF-TiO2-P25, whereas monodisperse TiO2 of 300 nm directly incorporated into the NF-TiO2 sol only achieved partial COCs degradation. Due to the presence of several inorganic components and higher pH, slower degradation was observed in the BCR effluent than in the synthetic solution (k values decreased by about 3–4 × 10−3 min−1). NF-TiO2-monodisperse (10 and 50 nm) presented the best performance in both aqueous matrices (in the first 2 h, about 80, 75, and 70 % removal in synthetic water and about 70, 70, and 50 % removal in the BCR effluent was obtained for CAF, CMP, and ATR, respectively). These results imply that the layer-by-layer technique is a promising technique for the synthesis of composite TiO2-based films as opposed to the direct addition of nanoparticles into the prepared sol–gel, and further optimization of the method is warranted.
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Acknowledgments
This research was funded by the Cyprus Research Promotion Foundation through Desmi 2009–2010, which is co-funded by the Republic of Cyprus and the European Regional Development Fund of the EU (contract NEA IPODOMI/STRATH/0308/09); the Ministry of Science and Innovation of Spain (project “AGUA Y ENERGÍA”, CTM2008-06886-C02-01); the European Commission (project “AQUAFIT4USE”, 211534); and the Archimedes Foundation (Estonia), which is granting Helen Barndõk’s Ph.D. studies.
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Barndõk, H., Peláez, M., Han, C. et al. Photocatalytic degradation of contaminants of concern with composite NF-TiO2 films under visible and solar light. Environ Sci Pollut Res 20, 3582–3591 (2013). https://doi.org/10.1007/s11356-013-1550-z
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DOI: https://doi.org/10.1007/s11356-013-1550-z