"Titanium dioxide (TiO2) is a semiconductor material that exhibits antibacterial activity due to its photocatalytic properties under ultraviolet light. On the other hand, silver also exhibits strong antibacterial activity towards a wide range of microorganisms and TiO2 with silver addition exhibits more efficient photocatalytic properties than unmodified TiO2. In this work, TiO2 nanoparticles were synthesized by the hydrothermal method and modified with silver by two different methods: wet impregnation (Ex situ) and In situ incorporation. The antimicrobial activity of TiO2 nanoparticles synthesized and modified by both methods was evaluated against Escherichia coli and Staphylococcus aureus. The results showed that TiO2 nanoparticles have anatase phase. Also, spherical morphology with a mean particle size around 10.6 nm was obtained. The presence of silver in the modified TiO2 nanoparticles was confirmed by EDS and XPS. TiO2 particles modified by the Ex situ method, showed a better bactericidal activity compared to the particles modified by In situ incorporation method and TiO2 unmodified nanoparticles. This study demonstrated that both methods used to modify the titanium dioxide nanoparticles are effective as bactericidal materials and better results were found for the Ex situ method."
"Titanium dioxide (TiO2) is a semiconductor material that exhibits antibacterial activity due to its photocatalytic properties under ultraviolet light. On the other hand, silver also exhibits strong antibacterial activity towards a wide range of microorganisms and TiO2 with silver addition exhibits more efficient photocatalytic properties than unmodified TiO2. In this work, TiO2 nanoparticles were synthesized by the hydrothermal method and modified with silver by two different methods: wet impregnation (Ex situ) and In situ incorporation. The antimicrobial activity of TiO2 nanoparticles synthesized and modified by both methods was evaluated against Escherichia coli and Staphylococcus aureus. The results showed that TiO2 nanoparticles have anatase phase. Also, spherical morphology with a mean particle size around 10.6 nm was obtained. The presence of silver in the modified TiO2 nanoparticles was confirmed by EDS and XPS. TiO2 particles modified by the Ex situ method, showed a better bactericidal activity compared to the particles modified by In situ incorporation method and TiO2 unmodified nanoparticles. This study demonstrated that both methods used to modify the titanium dioxide nanoparticles are effective as bactericidal materials and better results were found for the Ex situ method."
Titanium dioxide (TiO2) is a semiconductor material with three crystalline structures: Anatase, Rutile and Brookite. Anatase is the most popular TiO2 crystalline form, and it is commonly used in photocatalyst application due to its band gap energy of 3.2 eV [1]. TiO2 could be used in many different applications as white pigment [2], microbatteries [3, 4], acetone oxidation [5], air purification [6], anticorrosive coatings [7], UV absorber in cosmetic products [8] and for antibacterial materials [9, 10]. TiO2 particles are extensively known for their bactericidal effect when activated by UV light. When TiO2 is irradiated with energy greater than its band gap energy, an electron is excited from the valence band to the conduction band. As a result, electron-hole pairs are formed and react with water or oxygen molecules forming various reactive oxygen species (ROS) that are strong oxidants [11]. The ROS can cause oxidative damage to cell membranes and kill microorganisms [11]. However, the widespread technological use of TiO2 in photocatalysis is to some extent limited by its wide band gap of 3.2 eV, requiring UV light irradiation for photocatalytic activation. Since UV light accounts for only a small fraction (5%) of solar energy compared to visible light (∼ 50%) their uses in everyday applications are limited. The shift in the optical response of TiO2 from the UV to the visible light range will have a positive effect on its practical applications.Different efforts have been made to increase applicability and efficiency of TiO2. Some of these works were based on TiO2 particles modification with metals such as silver [12], zinc [13] and cooper [14]. Previous studies reported that silver addition enhances the photocatalytic efficiency of titanium dioxide [14]. Silver shows a broad spectrum of antibacterial activity being active against gram-negative and gram-positive bacteria. The mechanism of action of Ag can be explained by three different mechanisms, the first one is caused by the release of toxic metal ions inhibiting the production of adenosine triphosphate (ATP) and deoxyribonucleic acid replication (fundamentals factors for the cellular survival). The second one is the generation of ROS that generates oxidative stress and cellular death, and the third one is damage to the cell membrane due to direct contact with nanoparticles [15]. Silver particles do not require UV light for inhibition of microorganisms, but in large quantities can be toxic. In the attempt of take advantage of both materials properties, numerous methods have been reported in the literature reports for the modification of TiO2 nanoparticles with Ag [16]. From this the most used methods are wet impregnation (or Ex situ method) and In situ or during synthesis. The wet impregnation method consists in the addition of a silver precursor to a solution of TiO2 nanoparticles under constant stirring, to achieve a good dispersion of silver precursor in the nanoparticles [17]. In the In situ method, the silver precursor is added during the synthesis of TiO2 nanoparticles. However, there are few reports in the literature relating the modification of titanium dioxide with silver by Ex situ and In situ method. In addition, the effect of the modification on photocatalytic activity and bactericide properties is also a topic of interest to obtain new materials with improved characteristics.To the best of the authors knowledge and belief, the influence of the modification method of TiO2 on its bactericidal properties has not been studied. Accordingly, the aim of this work was to evaluate the effect of silver modification of TiO2 nanoparticles (using two different methods) on the bactericidal properties. The results obtained using modified TiO2 nanoparticles with 1% wt. of silver by wet impregnation method (Ag/TiO2-Ex) and In situ method (Ag/TiO2-In) are reported. The size, shape, crystalline structure and chemical composition of TiO2 nanoparticles synthesized by hydrothermal method and modified with silver were studied. Furthermore, the antibacterial activity of the TiO2 and Ag/TiO2 nanoparticles were investigated against Gram-positive Staphylococcus aureus (S. aureus), and Gram-negative Escherichia coli (E. coli). The contribution of this work is related to the comparison of two different synthesis methods and the evaluation of their effect on bactericidal applications.
Materials and methods
Materials
All the chemicals used were of reagent-grade and they were used without any further purification. Materials used for synthesis of pure TiO2 and Ag/TiO2 were titanium isopropoxide (Ti[OCH(CH3)2]4, 97% Sigma-Aldrich) and Silver nitrate (AgNO3, 99.9% Sigma-Aldrich) and ethanol (99.5% J.T Baker). All solutions were prepared using deionized water.
Synthesis of TiO2 and TiO2 modified with Ag (Ag/TiO2)
Synthesis of TiO2 nanoparticles
TiO2 nanoparticles (NPs) were synthesized by hydrothermal method following the procedure reported by Kartini et al. [18]. In this method, titanium isopropoxide (TTIP) was used as precursor, ethanol as solvent and deionized water for the hydrolysis and condensation reaction. 10 mL of TTIP were added into 13.3 mL ethanol under constant stirring and then 16.6 mL of deionized water were added dropwise in the TTIP-ethanol under constant stirring. This mixture was stirred for 2 h and transferred to a Teflon lined autoclave and heated at 80 °C during 4 h in an oven furnace (Binder, KB 105). Finally, calcination at 400 °C for 4 h was done in a tube furnace (Nabertherm, P 330) to favor the formation of particles in the crystalline phase anatase and remove the waste products.
TiO2 nanoparticles silver addition-Wet impregnation (Ex situ)
TiO2 particles with 1% wt. silver content were prepared by the wet impregnation method. To this, a solution of silver nitrate 1.9 mM in ethanol was prepared and 1 g of TiO2 nanoparticles (previously synthesized) were add to the solution. The resulting solution was constantly stirred for 6 h at room temperature and aged for 24 h. Finally, the solution was dried in an oven furnace at 80 °C, overnight and calcined at 450 °C for 5 h. The initial heating rate was maintained at 5 °C/min. The particles obtained were labeled as Ag/TiO2-Ex.
TiO2 nanoparticles silver addition In situ method
Ag modified TiO2 particles with 1% wt of silver were also prepared by In situ method. Briefly, for the addition to silver at the synthesis, 0.032 g of silver nitrate was mixed with 50 mL of the deionized water. Subsequently, the mixture was added dropwise to the titanium precursor (TTIP) to control the hydrolysis process. After that, the solution was stirred during 6 hours. Finally, calcination at 450 °C for 4 h was done in an oven furnace. The particles obtained were labeled as Ag/TiO2-In
Antimicrobial test
Broth macrodilution was used to assess the antimicrobial activity of unmodified and modified TiO2 using the Ex situ and In situ methods. For the antimicrobial test, Escherichia coli (ATCC 25922) and Staphylococcus aureus (ATCC 43300) were selected as gram-negative and gram-positive bacteria models, respectively. For every experiment, bacteria stocks were kept at -20 °C and after that they were grown in BHI (Brain Heart Infusion) for 24 hours in an incubator at 37 °C and 80% of relative humidity. Then, the inoculum was prepared and adjusted until its absorbance was in the range reported for the McFarland's standard No. 0.5 (1–2 × 108 CFU/ml; OD at 625 nm: 0.08–0.13) [19]. Accordingly, an absorbance of 0.09 was set for the inoculums. For the test of bactericidal activity, serial dilutions of TiO2, Ag/TiO2-Ex and Ag/TiO2-In from 800 μg/mL to 100 μg/mL were prepared and after that, 10 μL of the inoculum were placed into 2 mL tubes containing 1.5 mL of each serial dilution. As control, 10 μL of bacteria inoculum were placed in BHI or BHI supplemented with tetracycline. Subsequently, macrodilutions, controls, and BHI blanks containing the material concentrations tested, were incubated at 37 °C and 80% of relative humidity for 24 h under constant agitation (30 rpm). The bacteria concentrations were determined by measuring optical densities (OD) at 625 nm with a spectrophotometer (8453A, Agilent). macrodilutions and blanks were diluted and then measured. Experiments were performed by triplicate. Bacterial viability was calculated as follows:Bacterial viability =Where OD sample is the absorbance of each tested with the material dilutions and OD control is the absorbance of the sample untreated. Statistical analyses were performed in R v. 3.5.0 free software. For viability comparisons, linear models were initially implemented and then tested for model assumptions. One-way ANOVA was used if a model met assumptions, otherwise, Kruskal-Wallis tests were implemented. Parametric or non-parametric pairwise comparisons were conducted with the FDR correction method. p-value less than 0.05 was considered statistically significant.
Analysis
Phase identification and lattice structure of the synthesized NPs were characterized using an X-ray diffractometer (PANalytical Empyrean Series II), operated with Cu Kα radiation (λ = 1,540 Å) with an X-ray source generated at 45 keV and 40 mA. The shape of the particles was determined using a scanning electron microscope JEOL 7100F (FE-SEM) with a voltage of 15 kV and a working distance of 6–10 mm. Morphology and particles size were determined using a transmission electron microscope (TEM) FEI Tecnai F20 Super-Twin and the measurement by Image J free software. To this more than 300 particles by sample were measured. The functional groups in the sample were analyzed using a spectrophotometer IRTracer-100 (FTIR) with wavelengths between 400-4000 cm−1, by the diffuse reflectance infrared Fourier transform (DRIFT) method. Nanoparticles chemical composition, was obtained by Energy Dispersive Spectrometry (EDS) using a X-MAXN, OXFORD attached to a scanning electron microscope. Surface atomic composition and chemical state of the TiO2, Ag/TiO2-In and Ag/TiO2-Ex were characterized using an X-ray photoelectron spectroscopy (XPS, SPECS) with a PHOIBOS 150 1D-DLD analyzer and monochromatic Al Kα radiation (1487 eV) operated at 13 kV and 100W.
Results and discussion
Physical-chemical characterization
Fig. 1 shows the X-ray diffraction pattern of synthesized and modified TiO2 nanoparticles. The analysis of the three materials (TiO2, Ag/TiO2-Ex and Ag/TiO2-In), showed anatase-phase TiO2 with characteristic diffraction peaks of 2θ values at about 25.3°, 37.8°, 48° which are attributed to the (101), (004), (200) planes, respectively. These results are consistent with the reported by [20, 21] and coincided with standard ICDD card anatase (01-073-1764). On other hand, in the XRD patterns of Ag/TiO2 materials, no crystalline structures associated with Ag or Ag2O were identified, this probably due to the low metal content (1% wt.) in samples or a high distribution of Ag nanoparticles.
Fig. 1
XRD pattern of TiO2 nanoparticles and nanoparticles of silver-modified TiO2 by Ex situ method (Ag/TiO2-Ex) and nanoparticles of silver-modified TiO2 by In situ method (Ag/TiO2-In).
XRD pattern of TiO2 nanoparticles and nanoparticles of silver-modified TiO2 by Ex situ method (Ag/TiO2-Ex) and nanoparticles of silver-modified TiO2 by In situ method (Ag/TiO2-In).The FTIR spectra obtained for pure and modified TiO2 are shown in Fig. 2. Both modified samples and raw TiO2 exhibited similar vibration patterns. Three main bands could be observed in all samples. The broad band observed between 3000 and 3377 cm−1 corresponds to stretching vibration of O-H bond (can be attributed to the chemisorption and/or physisorption to the water at the surface of the particles). The band centered at 1610 cm−1 is characteristic of bending vibration mode of O-H bond. The characteristic bands of titanium dioxide are located at 400 and 800 cm−1 and they are associated with the elongated Ti-O-Ti. However, according to Bagheri et al. [22], the vibrations associated with the metal support bonding were not observed in the spectra because these vibrations are in the far infrared region (below 400 cm−1) [23]. From these results, no larger modification in terms of functional groups at the particles surface was obtained.
Fig. 2
FTIR spectrum of TiO2 nanoparticles and nanoparticles of silver-modified TiO2 by Ex situ method (Ag/TiO2-Ex) and nanoparticles of silver-modified TiO2 by In situ method (Ag/TiO2-In).
FTIR spectrum of TiO2 nanoparticles and nanoparticles of silver-modified TiO2 by Ex situ method (Ag/TiO2-Ex) and nanoparticles of silver-modified TiO2 by In situ method (Ag/TiO2-In).Fig. 3 shows SEM (Fig. 3. a–c) and TEM (Fig. 3. d–g) images of the TiO2 nanoparticles synthesized and silver modified TiO2 nanoparticles. In all cases a similar morphology can be observed for the TiO2 (Fig. 3a), Ag/TiO2-Ex (Fig. 3b) and Ag/TiO2-In (Fig. 3c) samples. The images reveal that nanoparticles have a spherical morphology without large agglomerates. TEM images (Fig 3 d–g, 145.000 kX) confirm the morphology observed by SEM analysis. No significant differences were observed at these magnifications. However, when the Ag/TiO2-Ex sample was observed at higher magnifications (Fig. 3g) some TiO2 particles decorated with Ag were found as pointed by the white arrows. Similar results have been previously reported by other authors [24, 25, 26].
Fig. 3
SEM micrographs. a) TiO2 nanoparticles b) Silver-modified TiO2 nanoparticles (Ex situ method, Ag/TiO2-Ex) c) Silver-modified TiO2 nanoparticles (In situ method, Ag/TiO2-In). TEM micrographs d) TiO2, nanoparticles e) Silver-modified TiO2 nanoparticles (Ex situ method, Ag/TiO2-Ex) f) Silver-modified TiO2 nanoparticles (In situ method, Ag/TiO2-In) g) Ag decorated TiO2 nanoparticles by Ex situ method.
SEM micrographs. a) TiO2 nanoparticles b) Silver-modified TiO2 nanoparticles (Ex situ method, Ag/TiO2-Ex) c) Silver-modified TiO2 nanoparticles (In situ method, Ag/TiO2-In). TEM micrographs d) TiO2, nanoparticles e) Silver-modified TiO2 nanoparticles (Ex situ method, Ag/TiO2-Ex) f) Silver-modified TiO2 nanoparticles (In situ method, Ag/TiO2-In) g) Ag decorated TiO2 nanoparticles by Ex situ method.The average diameter of dispersed NPs was measured by the image J software and the results are shown in Fig. 4. The histograms of the particle size distribution and the corresponding d50 and d90 are included in the same figure. In all cases, a narrow particle size distribution was observed, with mean sizes 10.6 ± 1.9 nm, 10.7 ± 1.9 nm and 11.8 ± 2.6 nm for TiO2, Ag/TiO2-Ex, Ag/TiO2-In respectively. These results are in agreement with the observed from SEM and TEM images, where a slight increment in the mean particle size was achieved for the In situ method. This increment can be explained by the experimental procedure used to obtain TiO2 nanoparticles modified In situ with silver precursor. The modification of the hydrolysis speed and the condensation process could have favored the formation of greater particles. It is emphasized that particles in the nanoscale have a great surface area and smaller particle size can favor the photocatalytic activity of the material [27].
Fig. 4
Histogram of TiO2 particle size distribution by TEM. a) TiO2 nanoparticles b) Silver-modified TiO2 nanoparticles (Ex situ method, Ag/TiO2-Ex) c) Silver-modified TiO2 nanoparticles (In situ method, Ag/TiO2-In).
Histogram of TiO2 particle size distribution by TEM. a) TiO2 nanoparticles b) Silver-modified TiO2 nanoparticles (Ex situ method, Ag/TiO2-Ex) c) Silver-modified TiO2 nanoparticles (In situ method, Ag/TiO2-In).Chemical composition of pure and modified TiO2 was obtained by EDS through statistical analysis of at least four spectra. The Ag presence was observed in the spectra of both modification methods, this confirms that the two methods used for the modification of TiO2 nanoparticles with silver were successful. Weight percentage (wt%) of Ag was 1.20 ± 0.39 and 1.21 ± 0.32 for Ag/TiO2-Ex and Ag/TiO2-In respectively, values close to 1 wt% calculated theoretically. On the other hand, in the spectra the presence of Ti and O was also found. Moreover, the other peaks observed in the spectrum are attributed to gold used to coat the titanium dioxide and the support employed during the observation (Fig. S1, supplementary data).Surface components and valence states in Ag/TiO2-Ex and Ag/TiO2-In composites were studied by XPS. High resolution XPS spectra of O 1s, Ti 2p and Ag 3d were obtained. Fig. 5a shows the survey spectra of TiO2 and Ag/TiO2 materials prepared by both methods. XPS peaks show merely peaks corresponding with Ti, O, Ag and a C. The last element is related to the adventitious hydrocarbon from XPS instrument itself. For Oxygen (Fig. 5b) Three peaks were identified: O 1s at the binding energies of 531.13, 532.89 eV and 535.1 eV for Ag/TiO2-Ex and 531.6, 533.35 and 535.5 for Ag/TiO2-In associate to O in TiO2, hydroxyl species and H2O (moisture) [28, 29], differences could be related with a lower concentration of Ti atoms in the Ag/TiO2- In sample that cause a displacement to higher binding energy values [30]. The peaks of Ti 2p 3/2 and Ti 2p 1/2 (Fig. 5c) were found at 459.9 and 465.6 eV for Ag/TiO2-In and 460.5 and 466.2 eV Ag/TiO2-Ex respectively and his bending splitting of 5.7 eV, indicating an oxidation state of Ti4+ in TiO2
[31]. It is important to point out that no trace of Ti3+ or Ti2+ was found. Fig. 5d shows a double peak with intensities of Ag 3d5/2 and Ag 3d3/2 centered at 369.4 and 375.4 eV for Ag/TiO2-Ex and 369.6 and 375.6 eV for the Ag/TiO2-In, respectively. The splitting of the Ag 3d doublet was 6.0 eV and this binding energy indicated that Ag mainly existed in the Ag0 state on the both materials [32, 33]. The decrease in the intensity of the peaks of Ag/TiO2-In, compared to the peaks of the sample Ag/TiO2-Ex, are related with that Ag is located at the surface of TiO2 in the Ex situ synthesis method. The shifting of the bands towards higher binding energy can be related to an decrease in particle size as reported in the literature and that is in agreement with TEM results [32, 33].
Fig. 5
a) Survey spectra of TiO2 and Ag/TiO2 by both methods b) O 1s spectra for Ag/TiO2 c) Ti 2p spectra for Ag/TiO2, d) Ag 3d spectra for Ag/TiO2 samples.
a) Survey spectra of TiO2 and Ag/TiO2 by both methods b) O 1s spectra for Ag/TiO2 c) Ti 2p spectra for Ag/TiO2, d) Ag 3d spectra for Ag/TiO2 samples.
Bactericidal activity
Fig. 6a shows the bacterial viability of E. coli under different concentrations of TiO2, Ag/TiO2-Ex and Ag/TiO2-In. By the broth macrodilution method, the bactericidal properties of TiO2, Ag/TiO2-Ex and Ag/TiO2-In were evaluated. As expected, bacterial viability decreased in a concentration-dependent manner. However, an improvement is noted in the materials containing Ag, related to the bactericidal properties of this metal [34](TiO2 vs. Ag/TiO2-In: p = 0.0048; TiO2 vs. Ag/TiO2-Ex: p = 0.000038e-6). It was also noted an improvement of bacterial activity of the Ag/TiO2-Ex modification compared with the Ag/TiO2-In modification (p = 0.00022e-3), associated with an increased contact with the medium, since Ag is located at the surface of TiO2 by the synthesis method. The TiO2 particles modified with Ag were tested in a Streptococcus strain. It was found that the Ag modification also enhanced antimicrobial activity of TiO2 particles under that bacteria (TiO2 vs. Ag/TiO2-Ex: p=0.000001; TiO2 vs. Ag/TiO2-In: p=0.0013). Consequently, the viability of bacteria exposed to the modification using the Ex situ method was observed. A significant reduction of the viability of bacteria subjected to particles modified with Ag via In situ (Ag/TiO2-Ex vs. Ag/TiO2-In: p = 0.0084) was found (see Fig. 6b). The bactericidal activity of the tested materials was effective for both strains of bacteria. In addition, the Ex situ modification method showed better results in both cases.
Fig. 6
a) Viability of E. coli subjected to TiO2, Ag/TiO2-Ex and Ag/TiO2-In b) Viability of S. aureus subjected to TiO2, Ag/TiO2-Ex and Ag/TiO2-In.
a) Viability of E. coli subjected to TiO2, Ag/TiO2-Ex and Ag/TiO2-In b) Viability of S. aureus subjected to TiO2, Ag/TiO2-Ex and Ag/TiO2-In.MIC50 is defined as the minimum amount of a drug/compound to inhibit 50% of a microorganism growth. Prediction values of MIC50 for E. Coli and S. aureus exposed to with TiO2 and TiO2 modified with silver by both methods is shown in Table 1. The decrease in the concentration of the material in the samples Ag/TiO2-Ex and Ag/TiO2-In when it is compared to TiO2 agrees with the results reported by Vallejo et al. [35]. Ag/TiO2-Ex requires a predicted lower concentration to reach the MIC50 than Ag/TiO2-In, therefore; resulting in a higher bactericidal activity. This result suggests that the modification of TiO2 particles with Ag using an Ex situ method improves the antimicrobial activity of TiO2, which agrees with the viability values after material exposition (Fig. S2 and S3, Supplementary data). The variations in the results of bactericidal activity and MIC50 prediction, are related with the antimicrobial test (broth macrodilution) implemented in this study.
Table 1
MIC50 prediction values for pure and modified TiO2 against E. coli and S. aureus bacteria.
Material
E. coli
S. aureus
TiO2
1735,4 μg/mL
1294 μg/mL
Ag/TiO2-Ex
1263,7 μg/mL
964,3 μg/mL
Ag/TiO2-In
1459,1 μg/mL
1078,6 μg/mL
MIC50 prediction values for pure and modified TiO2 against E. coli and S. aureus bacteria.
Conclusions
TiO2 nanoparticles were obtained by hydrothermal method and modified TiO2 nanoparticles with silver were obtained by wet impregnation (Ex situ) and In situ. The mean size of the particles was controlled by manipulating the speed of the hydrolysis and condensation reaction. For TiO2 and Ag/TiO2-Ex the size was ∼10.6 nm and for the Ag/TiO2-In was ∼11.8 nm. The anatase crystalline phase was obtained controlling the calcination temperature. The temperature did not exceed 600 °C to avoid a crystalline phase change.The results obtained from bactericidal activity showed that the addition of Ag using two synthesis resulted in an improvement of antibacterial activity compared with unmodified TiO2. Moreover, activity of TiO2 nanoparticles with silver addition was increased by Ex situ method when compared to TiO2 and Ag/TiO2-In.
Declarations
Author contribution statement
G. Durango-Giraldo, A. Cardona, Juan F. Zapata: Conceived and designed the experiments; Contributed reagents, materials, analysis tools or data; Wrote the paper.Juna F. Santa, R. Buitrago-Sierra: Performed the experiments; Analyzed and interpreted the data; Wrote the paper.
Funding statement
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
Competing interest statement
The authors declare no conflict of interest.
Additional information
No additional information is available for this paper.
Authors: Minghua Li; Maria Eugenia Noriega-Trevino; Nereyda Nino-Martinez; Catalina Marambio-Jones; Jinwen Wang; Robert Damoiseaux; Facundo Ruiz; Eric M V Hoek Journal: Environ Sci Technol Date: 2011-09-16 Impact factor: 9.028