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PUBLISHED ONLINE: XX XX 2012 | DOI: 10.1038/NNANO.2012.134
Imaging the electrocatalytic activity of single
nanoparticles
Xiaonan Shan1,2, Ismael Dı́ez-Pérez1,3, Luojia Wang4, Peter Wiktor1, Ying Gu4 *, Lihua Zhang1,
Wei Wang1, Jin Lu1,5, Shaopeng Wang1, Qihuang Gong4, Jinghong Li5 * and Nongjian Tao1,2 *
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The electrocatalytic properties of nanoparticles depend on
their size, shape and composition1,2. These properties are
typically probed by measuring the total electrocatalytic
reaction current of a large number of nanoparticles, but this
approach is time-consuming and can only measure the
average catalytic activity of the nanoparticles under study.
However, the identification of new catalysts requires the
ability to rapidly measure the properties of nanoparticles
synthesized under various conditions and, ideally, to measure
the electrocatalytic activity of individual nanoparticles. Here,
we show that a plasmonic-based electrochemical currentimaging technique3 can simultaneously image and quantify
the electrocatalytic reactions of an array of 1.6 3 105 platinum
nanoparticles printed on an electrode surface, which could
facilitate high-throughput screening of the catalytic activities
of nanoparticles. We also show that the approach can be used
to image the electrocatalytic reaction current and measure
the cyclic voltammograms of single nanoparticles.
Scanning electrochemical microscopy (SECM) can be used to
rapidly screen the electrocatalytic of nanoparticles4. However,
SECM relies on mechanical scanning of a microelectrode across a
sample surface, which limits the imaging speed and can interfere
with the electrocatalytic reactions of the nanoparticles5. Methods
that can probe the catalytic reactions of individual nanoparticles
have also been developed6–9, including nanoelectrodes8 and superresolution fluorescence microscopy9. In particular, ultramicroelectrodes have been used to monitor current spikes associated with
individual collision events of nanoparticles dissolved in an electrolyte6,7. However, this non-imaging method cannot assign spikes to a
specific nanoparticle and it is difficult to measure the entire cyclic
voltammogram (CV) of each nanoparticle.
Unlike conventional electrochemical techniques (including
SECM), which measure the electrical current associated with chemical reactions taking place on an electrode surface, our plasmonicbased electrochemical current imaging (P-ECi) approach measures
the conversion between oxidized and reduced species near the electrode3,10–12. We have shown3 that the plasmonic signal in P-ECi is
directly related to the electrical current, allowing us to determine
the current optically and to image the local current density of the
entire electrode surface quickly (microsecond to millisecond) and
non-invasively. This capability allows us to image and measure
the electrocatalytic current of multiple individual nanoparticles
versus time or potential, simultaneously.
Platinum nanoparticles are well known for their electrocatalytic
activities. An important example is the electrocatalytic reduction
of protons to generate hydrogen. To demonstrate the capability of
P-ECi for high-throughput screening of the electrocatalytic reactions of platinum nanoparticles, we synthesized nanoparticles and
printed them into a microarray on a gold thin-film electrode. The
electrocatalytic reaction of the entire array was carried out in
0.5 M H2SO4 solution by scanning the potential of the gold electrode from þ0.3 V to 20.53 V (versus Ag/AgCl). At negative
potentials, protons in the solution are reduced to hydrogen,
forming dihydrogen. The reduction process decreases the refractive
index near the electrode surface, which changes the surface plasmon
resonance (SPR) signal and allows us to image the local electrochemical current of the platinum nanoparticle microarrays as a function of applied potential.
Using P-ECi, we have recorded videos showing the electrocatalytic reduction current of the microarray during repeated cycling of
the potential (see Supplementary Section S5 for details). One such
video for a microarray of 5 nm platinum nanoparticles is presented
in Supplementary Section S6 and Movie S1, and provides detailed
information about the electrocatalytic reaction of each spot in the
microarray. Figure 1a–f presents several snapshots of the video at
different potentials. At 0.3 V (Fig. 1a), the current density is close
to zero everywhere on the electrode, and the entire electrode
surface is uniform, showing no contrast of the printed platinum
nanoparticle microarray. As the potential is scanned to more negative values, the individual spots in the microarray begin to show up
(for example, Fig. 1b). The image contrast is negative, corresponding
to negative current, which is expected as a result of the electrocatalytic reduction of protons. In contrast, the current in the surrounding regions remains close to zero. The diameter of each spot is
≏200 mm, but P-ECi has a spatial resolution of a few micrometres
in the present set-up, so high-density microarrays can be screened
and studied with the technique. By lowering the potential to
20.53 V, for example, the magnitude of the electrocatalytic
current density increases in the platinum nanoparticle spots,
while the current density outside the spots remains small, leading
to a large negative contrast (Fig. 1c). When scanning the potential
positively, the image contrast of the microarray decreases again as
the electrocatalytic reaction decreases (for example, Fig. 1d). On
increasing the potential to 20.3 V (Fig. 1e), the image shows a
small positive contrast, which is due to the re-oxidation of hydrogen. Finally, scanning the potential back to 0.3 V, the image contrast
diminishes (Fig. 1f ) as the electrocatalytic reaction halts.
It is clear that P-ECi can image the electrocatalytic reaction of the
entire electrode simultaneously, which is ideal for high-throughput
screening of the catalytic activities of nanoparticles. The current
densities are not identical for different spots in the nanoparticle
microarray because of variability in the printing density of platinum
Center for Bioelectronics and Biosensors, Biodesign Institute, Arizona State University, Tempe, Arizona 85287, United States, 2 School of Electrical,
Computer and Energy Engineering, Arizona State University, Tempe, Arizona 85287, USA, 3 Department of Physical Chemistry, University of Barcelona,
Barcelona 08028, Spain, 4 State Key Laboratory for Mesoscopic Physics, Department of Physics, Peking University, Beijing 100871, China, 5 Department of
Chemistry, Tsinghua University, Beijing 100084, China. * e-mail:
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Figure 1 | P-ECi current image of a platinum nanoparticle microarray. a–f,
P-ECi current density images of the platinum nanoparticle microarray at 0.3,
20.4, 20.53, 20.45, 20.3 and 0.3 V, respectively. Scale bars, 300 mm.
g, CVs obtained by P-ECi from a single spot of the platinum nanoparticle
microarray and from a bare gold region. For comparison, see Supplementary
Fig. S1 for a CV of the entire surface but measured using the
conventional method.
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nanoparticles. For example, as shown in Fig. 1c, the spot at the
upper left has a larger contrast than the one at the lower right of
the microarray. Additionally, P-ECi provides quantitative information about the electrocatalytic activities of the individual nanoparticle spots in the microarray. Figure 1g presents CVs from one
of the nanoparticle spots in the microarray. Compared to the CV
measured using the conventional electrochemical method
(Supplementary Fig. S1), the local CVs obtained by P-ECi have a
similar shape but detect much higher current densities. This is
because the conventional method measures the current averaged
over the entire surface, including regions with and without platinum
nanoparticles. To explore this, a P-ECi CV of a bare gold area is also
plotted in Fig. 1g (black curve). Because of the catalytic effect of the
platinum nanoparticle, the current for the platinum nanoparticle
microarray is much greater than that for the bare gold area.
The capability of P-ECi in the quantitative analysis of local
electrocatalytic reactions allows us to screen the nanoparticle microarrays printed onto the electrode under different conditions. To
demonstrate this, we created a microarray of platinum nanoparticle
spots with various surface densities of platinum nanoparticles, using
printing solutions containing different concentrations of nanoparticles.
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DOI: 10.1038/NNANO.2012.134
The variation in microarray surface density is shown in Fig. 2a, with
the nanoparticle concentration diluted by a factor of 2, column by
column, from left to right. Figure 2b presents an SPR image and
Fig. 2c the corresponding electrocatalytic current density image of
the platinum nanoparticle microarray at 20.5 V. It is difficult to
visualize the platinum nanoparticle microarrays in the SPR
images, especially those with low nanoparticle surface densities
(last two columns). However, P-ECi can easily resolve all the
spots in the microarray because of the large electrocatalytic
current at negative potentials. This observation is useful by itself,
because it offers a way to enhance the imaging contrast of small
nanoparticles. Orrit and colleagues13,14 have shown that local
heating of nanoparticles changes the refractive index of the surrounding medium, leading to enhanced image contrast of the
nanoparticles. The present work demonstrates an alternative
method to also enhance the optical image contrast.
From the P-ECi images, we obtained CVs from spots in individual columns with different nanoparticle surface densities (Fig. 2d).
The CVs show similar shapes, but the electrocatalytic current at a
given potential increases proportionally with nanoparticle density.
We also constructed histograms of the electrocatalytic reduction
current at 20.5 V (Fig. 2e), which show the dependence of the catalytic current on the surface density of platinum nanoparticles, and
the variability in catalytic current for different spots with the same
surface density.
Having shown that P-ECi is capable of fast and quantitative
screening of the electrocatalytic properties of nanoparticles in a
microarray format, we then turned to the imaging of single-nanoparticle electrocatalytic current. Figure 3a,b presents the SPR
images of platinum nanoparticles with 80 nm and 40 nm diameters,
respectively, where the long tails pointing in the direction of the
surface plasmonic wave are due to the scattering of the plasmonic
waves by nanoparticles (Supplementary Section S2). The tail
shape shows little dependence on the size of the nanoparticle, but
its image contrast increases with size. This result is reasonable,
because the nanoparticle is much smaller than the wavelength of
the plasmonic wave, such that it acts as a point scatterer with its
scattering strength increasing with nanoparticle size. We simulated
single-nanoparticle plasmonic images by calculating the local nearfield electric field associated with the scattering of each nanoparticle.
Details of the simulation are described in the Methods. The simulated images for 80 nm and 40 nm platinum nanoparticles are
shown in Fig. 3d,e, which are in excellent agreement with the corresponding experimental images in Fig. 3a,b.
We imaged the electrocatalytic current of single platinum nanoparticles by cycling the elecrode potential between 20.05 V and
20.5 V. A P-ECi video showing the CV of a single nanoparticle is
given in Supplementary Section S7 and Movie S2. Figure 4a–f presents a few snapshots of the video at different potentials. At
20.05 V, no electrocatalytic reaction takes place and the current is
zero everywhere (Fig. 4a). Decreasing the potential to 20.36 V,
the image begins to show contrast near the centre of the frame,
where a nanoparticle is located. The image contrast is negative, as
expected for a reduction process. The contrast increases as the
potential decreases, and reaches a maximum at the lowest potential,
20.5 V (Fig. 4b–d). Sweeping the potential positively, the contrast
decreases and eventually disappears, as the electrocatalytic reduction
of protons diminishes at positive potentials (Fig. 4e,f). It is interesting
to note the electrocatalytic current image of a single platinum
nanoparticle has the same pattern as that of the regular plasmonic
image, including the long tail. This is because the pattern is produced
by the scattering (or diffraction) of the platinum nanoparticle, which
represents the diffraction limit of P-ECi, and it does not reflect the
actual geometric distribution of the current density.
To compare the P-ECi of single platinum nanoparticles with
conventional electrochemical methods that measure current,
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Figure 2 | Platinum nanoparticle microarray with different surface densities. a, Schematic of platinum nanoparticle spots with different surface densities.
b, SPR image of the microarray, in which the platinum nanoparticle spots printed on the surface cannot be resolved. c, P-ECi image of the microarray at
V ¼ 20.5 V. d, CVs obtained by P-ECi from spots at the four different surface densities shown in a. e, Current density distribution of different spots at
V ¼ 20.5 V. Scale bars (b,c), 150 mm.
Q9 1 rather than current density, we determined the total electrocatalytic
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current of the single platinum nanoparticle by integrating the region
of the scattering pattern (including the tail). The details are
described in Supplementary Section S5. The CVs for the single
nanoparticle are displayed in Fig. 4g, which shows a maximum
current of ≏5 nA at 20.5 V. From the noise level (≏20 pA), the
estimated detection limit is ≏60 pA (three times the noise level),
which is close to the steady-state current (40–80 pA) generated by
an irreversible collision of 4 nm platinum nanoparticles reported
by Bard and colleagues6,7.
The current images shown in Fig. 4a–f were obtained using the
formalism developed in ref. 3 (Supplementary Section S5). The
essence of the formalism is that the plasmonic signal is related to
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the local concentration of reaction species3. To validate this basic
assumption for a single nanoparticle whose plasmonic image has
a long scattering tail, we measured and simulated the concentration
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nanoparticles. a,b, SPR images of 80 nm (a) and 40 nm (b) platinum
nanoparticle after subtraction of background interference. c, SPR response
due to electrocatalytic reaction at a potential of 20.45 V. d,e, Calculated
near-field distributions of 80 nm (d) and 40 nm (e) platinum nanoparticles.
f, Simulated SPR response of the electrocatalytic reaction that generates
hydrogen around a 80 nm platinum nanoparticle. Scale bars, 2 mm.
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Figure 4 | Electrocatalytic reaction of a single platinum nanoparticle. a–f,
P-ECi current density image of a single platinum nanoparticle at potentials of
20.05, 20.36, 20.4, 20.5, 20.4 and 20.05 V, respectively. Scale bars,
3 mm. g, CV of the single platinum nanoparticle obtained by integrating the
current density over the scattering pattern, including the tail.
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Figure 5 | Statistical analysis of single platinum nanoparticle electrocatalysis. a, SPR image of an 80 nm platinum nanoparticle microarray. b, CV plots of
three platinum nanoparticles (locations marked in a). c, Histogram of the electrocatalytic current at a potential of 20.55 V for 30 single platinum
nanoparticles, showing the large variability. d,e, SPR and AFM images near the edges of an 80 nm platinum nanoparticle spot. Scale bars (a,d,e), 15 mm.
f, TEM images of 80 nm platinum nanoparticles. Scale bar, 100 nm.
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effect on the plasmonic images. The measured effect, as shown in
Fig. 3c, was determined by subtracting the image of a nanoparticle
at 20.05 V from that at 20.45 V. At 20.05 V, no hydrogen is
generated, so the image is entirely due to the nanoparticle. In
contrast, the image at 20.45 V contains contributions from both
the nanoparticle and the hydrogen generated by the electrocatalytic
reaction. The simulated concentration effect was obtained by
subtracting the image of a bare platinum nanoparticle from the
image of the platinum nanoparticle with a thin layer (several tens
to a hundred nanometres) of hydrogen-rich medium (Fig. 3f ).
The measured and calculated results are in excellent agreement,
thus validating that the basic assumption of the formalism holds,
at least approximately, even at the single nanoparticle level.
This conclusion is further confirmed by the observation that the
CVs of single platinum nanoparticles obtained with the formalism
developed in ref. 3 are in excellent agreement with the CVs
measured with the conventional electrochemcial method
(Supplementary Fig. S1).
In contrast to the method that measures nanoparticle collision
events by detecting transient electrocatalytic current with a microelectrode6,7, the present approach can not only measure the CV of
a single nanoparticle, but can also simultaneously study multiple
nanoparticles on a surface. This latter capability makes it possible
to study individual nanoparticles and measure statistics regarding
their electrocatalytic properties. Figure 5a presents an SPR image
of platinum nanoparticles, and Fig. 5b plots the corresponding
CVs of the same platinum nanoparticles, which are marked by
circles in Fig. 5a. Although the overall shapes of the CVs are
similar for the different nanoparticles, the current magnitudes
differ. To evaluate the variability in the electrocatalytic activity of
different platinum nanoparticles, a histogram was plotted showing
the distribution of electrocatalytic reduction current at 20.55 V
(Fig. 5c). The large variability demonstrates the need for singlenanoparticle electrocatalytic characterization.
We characterized the platinum nanoparticle samples with SPR
microscopy, atomic force microscopy (AFM) and transmission
electron microscopy (TEM), giving the results shown in Fig. 5d–f.
Additional images and line profiles of the platinum nanoparticle
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obtained from AFM and TEM are given in Supplementary Section
S3.1 and Fig. S4. These high-resolution imaging techniques verify
single-nanoparticle imaging by P-ECi. From the SPR images, we constructed a size distribution histogram of the platinum nanoparticles
(Supplementary Section S3.2). The size distribution is relatively
narrow (≏10%), which further indicates that aggregation is negligible.
In summary, we have demonstrated a plasmonic method to
image the electrocatalytic current of a microarray of nanoparticles
and a single nanoparticle. The method is rapid, non-invasive and
quantitative, making it uniquely suited for the rapid screening of
the catalytic activities of nanoparticles prepared under different
conditions. Because electrochemical reactions are associated with
changes in the electronic states of species, which are almost
always accompanied by changes in optical properties (refractive
index), this method is expected to be general and suitable for the
study of other electrocatalytic reactions.
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Methods
Nanoparticle synthesis and characterization. Citrate-stabilized platinum
nanoparticles were synthesized using a procedure reported in the literature15. Briefly,
1 ml of 1% H2PtCl6 aqueous solution was added to 100 ml of deionized water and
heated to boiling point. A volume of 3 ml of 1% sodium citrate aqueous solution was
quickly added into the boiling solution. The mixture was kept boiling for 30 min
until the solution turned dark15. AFM and TEM were used to characterize the size of
the synthesized platinum nanoparticles.
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Nanoparticle microarray preparation. All the P-ECi experiments described here
used 47-nm-thick gold films thermally evaporated onto microscope cover slides with
1.6 nm chromium adhesion layers in high vacuum (3 × 1026 torr). Before each
experiment, a gold film was annealed with a H2 flame for 10 s to remove possible
contaminations. The flame-annealed gold film was then immediately soaked in a
1 mM 1,3-propanedithiol ethanol solution for ≏8 h. The dithiol layer helped
immobilize the platinum nanoparticles on the surface. Different concentrations of
platinum nanoparticle solutions were printed onto the gold film with a piezoelectric
microprinter to form a microarray of platinum nanoparticle spots with various
nanoparticle surface densities. The spot size was controlled in the range 50–350 mm.
After printing, the surface was allowed to dry and then rinsed with deionized water
for 10 s to remove salt residues from the platinum nanoparticle solutions and
unbound nanoparticles. After drying with N2 gas, the nanoparticle microarray was
mounted onto the P-ECi set-up with a Teflon electrochemical cell.
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Electrochemical measurement. The Teflon electrochemical cell mentioned above 77
was filled with 0.5 M H2SO4 solution. The gold film served as the working electrode 78
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1 and a platinum wire as the counter-electrode. The potential of the gold film was
2 controlled with respect to either a silver wire quasi-reference electrode or Ag/AgCl
3 reference electrode with an Autolab potentiostat.
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Optical set-up and data analysis. The P-ECi experiments were performed using two
set-ups—prism-based and microscope-based16,17—to cover both low- and highspatial-resolution imaging needs for the microarray and single nanoparticle studies.
In the prism set-up, p-polarized light from a 670 nm light-emitting diode (LED) was
directed through a prism onto the gold film placed on the prism. The reflected beam
produced an SPR image, which was captured by a Pike camera and converted into an
electrochemical current image using the formalism described in Supplementary
Section S5 (ref. 3). The microscope set-up was based on an inverted total internal
reflection fluorescence image set-up18. The prism-based set-up had a large view (but
limited spatial resolution), and was used for microarray studies. The microscopebased set-up, in contrast, had a small view but high spatial resolution, and was used
to image single-nanoparticle electrocatalytic reactions.The light source used for the
microscope set-up was a 1 mW super LED (wavelength, 680 nm). The power at the
sample surface was reduced to ≏30 mW after passing through a polarizer,
beamsplitters and other optical components. Note that to remove background
interference in the SPR images (for example, Fig. 3a,b), the substrate was moved
laterally by 500 nm; one image was captured before the lateral movement, and one
after. Subtracting one image from the other removed the background
interference patterns.
23 Numerical simulation. Three-dimensional numerical simulations of the
Q16 24 nanoparticle SPR images were performed with the radiofrequency module of
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COMSOL multiphysics software. Surface plasmons at the interface between a gold
film and water were excited by a p-polarized incident plane wave (wavelength,
680 nm), and a platinum nanoparticle located above the gold film served as a
scatterer. The dimensions of the gold film were 16 mm × 12 mm × 47 nm, which
was set to be periodic to produce uniform simulations. The refractive indices used in
the simulations were 1.51391, 1.331, 0.16146 þ 3.6420i and 2.47848 þ 4.3888i for
glass, water, gold and platinum, respectively. The asymmetric three-layer planar
structure (glass, gold film and water) supported two surface modes as a result of
mode coupling, and the indices of two modes were found to be 1.7043 and 1.4283,
respectively, according to the two-dimensional dispersion relation19. The latter mode
has a longer propagation length and stronger fields on the water side, which was the
central focus of the simulations. The three-dimensional simulations were carried out
by varying the incident angle from 68.68 to 73.78, and the result showed that the
reflection reached a minimum at 70.68, which corresponds to the excitation of
the long-range mode with a surface plasmon wavelength of 476 nm (ref. 14).
The scattering of the long-range mode by the nanoparticle was simulated with an
incident angle of 708. The scattering pattern featured stripes ≏230 nm wide,
corresponding to the half-wavelength of the surface plasmons20.
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Received 4 May 2012; accepted 12 July 2012;
published online XX XX 2012
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LETTERS
6. Xiao, X. Y. & Bard, A. J. Observing single nanoparticle collisions at an
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Acknowledgements
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This work was supported by the National Science Foundation (CHE-1105588),
the National Natural Science Foundation of China (no. 11121091), the National Basic
Research Program of China (no. 2011CB935704) and the Natural Science Foundation
of China (no. 20975060). I.D.P. thanks the Ramon y Cajal programme of the Spanish
Government for funding.
Author contributions
X.N.S. carried out the experiments and analysed the experimental data. I.D.P., P.V., L.Z.,
W.W., J.L. and J.H.L. helped with sample preparation. S.W. helped with instrumentation.
L.J.W., Y.G. and Q.H.G. carried out theoretical simulations. N.J.T. conceived the project.
X.N.S. and N.J.T. wrote the paper.
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Additional information
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Supplementary information is available in the online version of the paper. Reprints and 108
permission information is available online at http://www.nature.com/reprints. Correspondence 109
and requests for materials should be addressed to Y.G., J.L. and N.T.
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Competing financial interests
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The authors declare no competing financial interests.
NATURE NANOTECHNOLOGY | ADVANCE ONLINE PUBLICATION | www.nature.com/naturenanotechnology
5
Publisher:
Nature
Journal:
Nature Nanotechnology
Article number:
nnano.2012.134
Author (s):
Xiaonan Shan et al.
Title of paper:
Imaging the electrocatalytic activity of single nanoparticles
Query
no.
1
Query
2
Should this be “to rapidly screen the
electrocatalytic activity” or “reaction”?
3
Sentence beginning “An important” OK as
amended?
4
Sentence beginning “The image contrast” OK as
amended?
5
Sentence beginning “By lowering” OK as amended?
6
Please check that paragraph beginning “It is clear”
is OK as amended?
7
Sentence beginning “To explore” OK as amended?
8
Sentence beginning “The present work” OK as
amended? I have shortened this to avoid repeating
text in the previous sentence. Please check that
this still adequately reflects your meaning.
9
Changed to “rather than current density” – is this
what you mean?
10
Changed to formalism to agree with elsewhere –
OK?
11
Sentence beginning “In contrast” OK as amended?
12
Sentence beginning “Figure 5a” OK as amended?
13
Sentence beginning “The method” OK as
amended?
14
Sentence beginning “Because” OK as amended?
15
Sentence beginning “Subtracting” OK as amended?
Please provide correspondence email addresses
Response
16
RF expanded OK?
17
I have made the notation consistent here by
deleting the end 0 from 0.40 etc. Please check.
18
Please confirm that 0.55 is a potential, as amended
19
Please check that Fig 5d,e caption is OK as
amended (to singular nanoparticle).