Localized Surface Plasmon Resonance
Spectroscopy of Single Silver
Nanocubes
Leif J. Sherry, Shih-Hui Chang, George C. Schatz,* and Richard P. Van Duyne*
Chemistry Department, Northwestern UniVersity, 2145 Sheridan Road,
EVanston, Illinois 60208-3113
Benjamin J. Wiley and Younan Xia
Department of Chemistry, UniVersity of Washington, Seattle, Washington 98195
Received August 10, 2005
ABSTRACT
In this work, we use dark-field microscopy to observe a new plasmon resonance effect for a single silver nanocube in which the plasmon line
shape has two distinct peaks when the particles are located on a glass substrate. The dependence of the resonance on nanocube size and
shape is characterized, and it is found that the bluer peak has a higher figure of merit for chemical sensing applications than that for other
particle shapes that have been studied previously. Comparison of the measured results with finite difference time domain (FDTD) electrodynamics
calculations enables us to confirm the accuracy of our spectral assignments.
The optical properties of metal nanoparticles have been the
subject of intensive research efforts because of their applica-
tions in research areas such as surface-enhanced spectros-
copies,1-4 second harmonic generation,5-8 and chemical/
biological sensing.9-14 Recent advances in both lithographic
and wet chemical techniques have made it possible to
synthesize a wide range of particle sizes and geometries,
which exhibit widely varying optical responses.15-18 These
responses, though spectroscopically diverse, are due to a
single phenomenon known as the localized surface plasmon
resonance (LSPR), which is a result of collective oscillations
of a nanoparticle’s conduction band electrons.1 Mie theory,
which was first described in 1908, can be used to understand
LSPRs for a sphere.19 For more complex geometries (e.g.,
cylinders, triangular prisms, cubes, etc.), however, one must
employ more advanced electrodynamic numerical methods
in order to correctly describe metal nanoparticle optical
properties. Previous studies have shown the LSPR to be
intimately related to a nanoparticle’s size, shape, composition,
and dielectric environment.1,9,10,16,20-24 In fact, these studies
have shown the LSPR resonance position to be highly tunable
across a wide spectroscopic range by only varying the size
of the nanoparticle,22 and that LSPR resonances are due not
only to dipolar excitations but also to higher-order multipolar
excitations for certain nanoparticle structures.16
Much of the recent attention concerning metal nanopar-
ticles has been concerned with their use as small-volume,
ultrasensitive sensors.9-14 These studies exploit the environ-
mental sensitivity of a nanoparticle’s LSPR spectrum by
exposing a nanoparticle to solvents of varying refractive
indexes and by modifying a nanoparticle’s surface with a
self-assembled monolayer (SAM) of small-molecule adsor-
bates. Intrinsic to this type of study is the need to immobilize
the nanoparticles on a substrate, particularly if one is
interested in working with single nanoparticles. Van Duyne,
Schatz, and co-workers have investigated the effect of
dielectric substrates on the LSPR extinction of metallic
nanoparticle arrays.25 Kreibig and co-workers have compared
the effects of dielectric, semiconductor, and metallic sub-
strates on nanoparticle optical properties with a nanoparticle
positioned at different heights relative to the substrate
surface.26 A conclusion from both of these investigations is
that plasmon resonances are red-shifted (relative to the
particles in a vacuum) because of interactions with the
substrate, with the amount of the red-shift being determined
by the dielectric constant of the substrate and by the distance
between the particle and substrate. If the particle is in contact
with the substrate, then the size of the red-shift depends on
the fractional area of the particle which is in contact with
the substrate. While these studies are of high quality and
correctly predict the influence of the substrate on the
* Corresponding authors: Richard P. Van Duyne, vanduyne@
chem.northwestern.edu, Telephone (847) 491-3516, Fax (847) 491-7713
and George C. Schatz, schatz@chem.northwestern.edu, Telephone (847)
491-5657; Fax (847) 491-7713.
NANO
LETTERS
2005
Vol. 5, No. 10
2034-2038
10.1021/nl0515753 CCC: $30.25 © 2005 American Chemical Society
Published on Web 08/27/2005
resonance spectral location, they are performed on nanopar-
ticles of limited geometrical diversity (i.e., truncated tetra-
hedrons having a maximum height of 50 nm and small (<10
nm) spheres, respectively).
In the current study, we investigate the influence of a
dielectric substrate on the LSPR spectrum of a nonspherical
silver nanoparticle, specifically a nanocube, and show how
the nanocube’s LSPR spectrum is uniquely altered by the
presence of such a substrate. In contrast to the earlier work,
this study involves measurements on single particles (using
dark-field microscopy), rather than an ensemble, thereby
removing the effect of averaging and enabling us to observe
previously unsuspected details of the effects of substrate
interactions. In particular, we find that there are two plasmon
resonance peaks when a silver cube interacts with a glass
substrate, one of which is red-shifted relative to the bulk
spectrum (where only a single peak is observed) and the other
being blue-shifted and considerably narrower. The blue-
shifted resonance was not anticipated on the basis of earlier
work, but we use finite difference time domain electrody-
namics calculations to confirm that this is the expected result
for this nanoparticle geometry. In addition, we show that
the blue-shifted resonance shows promise for applications
in plasmonic sensing due to its narrow width. While most
plasmonic sensing studies to date have focused on creating
systems that maximize the absolute shift of the plasmon peak
due to molecular absorption to nanoparticles,10-14 recent
interest in the creation and utilization of narrow plasmons
for sensing applications has increased,27-29 as optimum
sensitivity sometimes occurs because of plasmon narrowing
rather than index shifting. To study this issue, we define and
evaluate a figure of merit (FOM) for sensing and compare
values for a variety of nanoparticle structures.
Cubic silver nanoparticles were prepared by the Xia group
using the polyol synthetic technique as described elsewhere.15
These cubes have a 30-nm edge length on average. To
explore the substrate-nanoparticle interaction, the nanocubes
were immobilized randomly on a no. 1 glass coverslip by
drop-coating approximately 1 íL of nanoparticle solution
and allowing the solvent to evaporate. The coverslip was
then placed in a custom-made flow cell where the nanopar-
ticles could be exposed to various dielectric environments.
Prior to acquiring data, the nanocubes were rinsed multiple
times with methanol in order to ensure surface equilibrium
and geometrical stability.
Single-nanoparticle optical data were obtained by use of
resonant Raleigh dark-field optical microscopy. This tech-
nique utilizes an inverted microscope (Eclipse TE300, Nikon
Instruments) equipped with a dark-field condenser (NA )
0.95) for nanoparticle illumination and a 100� variable
aperture oil immersion objective (NA ) 0.5-1.3) for
subsequent collection of a nanoparticle’s scattered light. In
this technique, a solid circular annulus located in the light
condenser blocks a portion of the incoming light so as to
create a hollow light cone. This light cone focuses at an angle
such that no light from the source is directly collected by
the objective. This creates an image with an extremely low
background, thus enabling high signal-to-noise spectra of
single nanoparticles. As such, the single nanoparticle LSPR
spectra acquired in this study are spectra purely of Rayleigh
scattered light, and the scattering angle is roughly 90 ( 30°.
The apparatus for these measurements is coupled to an
imaging spectrograph (SpectroPro 300i, Roper Scientific) and
a CCD detector (Spec-10:400B, Roper Scientific). We also
generated results for ensembles of nanoparticles in solution
using conventional UV-vis transmission spectroscopy.
These experiments measure the extinction spectrum, which
is the sum of absorption and scattering.
FDTD results were generated using a previously described
method.30 These results describe the behavior of particles in
solution and particles on glass, with structural parameters
taken to match the experiments as closely as possible. The
silver dielectric function was represented using a Drude
model, with parameters chosen to match experiments for
wavelengths in the 350-600 nm range, similar to the D2
parameter in ref 31. The index of refraction of the glass is
taken to be 1.5. The incident wave is launched in a box
around the nanoparticle to simulate a plane wave propagating
into an infinite half-space filled with glass in the total-field
scattered-field formulation.32
Figure 1 compares Rayleigh scattering results for a single
nanocube on a glass substrate. Figure 1A compares a single
Figure 1. Comparison of the LSPR spectra of (A) nanocube ensemble extinction (black) and single nanocube dark-field scattering (red)
in H2O environment and (B) single nanocube dark-field scattering (red) and FDTD theory (blue) in a nitrogen environment. The calculation
in part B was performed for a 36-nm nanocube on a glass substrate.
Nano Lett., Vol. 5, No. 10, 2005 2035
nanocube in water with extinction results for an ensemble
of particles in water, and Figure 1B compares a single
nanocube experiment in dry nitrogen with an FDTD scat-
tering calculation for a 36-nm edge length nanocube in dry
nitrogen. Figure 1A shows that the solution spectra of the
cubes has a strong dipole plasmon resonance at 444 nm,
while the single nanoparticle spectrum has two peaks, one
blue-shifted (peak 1) and one red-shifted (peak 2) from the
solution spectrum. The red-shifted peak is consistent with
what was found in past studies of other nanoparticle
structures,25 but the blue-shifted peak has not been seen
previously,10,14,22-26 and we note that this peak is quite a bit
narrower than the red-shifted peak. The solution spectrum
also shows a weak second peak at 351 nm. Our theoretical
analysis shows, however, that this peak is not derived from
the nanocubes. Hence, we assume that it arises from other
particles present in small abundance.
Figure 1B shows that the calculated and measured scat-
tering spectrum for a single particle on a surface match quite
well, thereby confirming that the presence of two plasmon
resonances when the particle is on the surface is consistent
with electrodynamics for the assumed particle structure. To
understand the physical origin of these peaks, we show in
Figure 2 the near-field behavior associated with the FDTD
result for peaks 1 and 2, this time for a larger cube (90 nm),
as well as a series of scattering spectra that were generated
by moving the cube toward the surface. These spectra show
that the dipole mode associated with the solution spectrum
shifts into a broad peak at 550 nm when the particle gets
within a few nanometers of the surface. In addition, a blue
peak appears at 430 nm that becomes more distinct as the
particle approaches the surface. Figure 2B,C shows that peak
1 is associated with large fields away from the surface, while
peak 2 is associated with large fields toward the surface.
This phenomenon shows up clearly with the 90-nm nanocube,
and it also occurs for a 30-nm cube but not until it is almost
in contact with the glass substrate. Calculations for a cube
in water (not shown) also lead to plasmon line shapes with
two peaks, as a homogeneous dielectric environment also
results in multimodal resonances. The spatial separation in
near-field response seen in Figure 2 only occurs for nano-
particles on a substrate.
To further understand these results, we have examined the
dependence of the peak wavelengths on the refractive index
of solvent above the nanoparticles. Figure 3 presents both
experimental (Figure 3A,B) and theoretical (Figure 3B)
results, and we see a linear dependence of wavelength on
refractive index that is similar to what has been seen earlier
Figure 2. FDTD theory showing (A) the emergence of a second peak as a single nanocube (90-nm diameter) approaches a dielectric
substrate, and (B,C) the field intensities for peaks 1 and 2 of the nanocube in contact with the substrate (the white line in the field pattern
images represent the substrate).
Figure 3. Refractive index sensitivity of single silver nanocubes: (A) single nanocube dark-field scattering spectra in four different dielectric
environments (refractive indexes ) 1.000 297, 1.329, 1.3854, 1.4458), (B) theoretical (black) and experimental (red) linear regression fits
of the relative energy shift for each nanocube peak (circles ) peak one; squares ) peak two) in the various dielectric environments.
2036 Nano Lett., Vol. 5, No. 10, 2005
in studies of other nanoparticle structures.9,10,14,22 Linear
regression yields experimental slopes of 0.792 eV RIU-1
(peak 1) and 0.695 eV RIU-1 (peak 2; RIU ) refractive index
unit), which are smaller values than have been seen in studies
of triangular nanoparticles.10
Intuition tells us that the redder resonance (peak 2) should
be less dependent on changes in the bulk dielectric environ-
ment than peak 1, since this resonance mostly involves
polarization excited at the surface. Indeed, one can see in
both theory and experiment that, as the refractive index of
the dielectric medium increases, peak 1 shifts more readily
to higher energy than peak 2. Although both theory and
experiment show the same trend (Figure 3B), the experi-
mental slope for peak 1 is well below the theoretical value,
while theory and experiment have almost exactly the same
slopes for peak 2. To explain this, we hypothesize that upon
exposure to the initial methanol rinsing the nanocubes suffer
nonsymmetrical annealing in which the nanocube corners
not in contact with the glass substrate are rounded, while
the corners in contact with the substrate are left virtually
unchanged. This causes the nanocube corners not in contact
with the glass substrate to have a larger radius of curvature,
and on the basis of our earlier work, this means a lessened
sensitivity to changes in dielectric environment.10,33
To test this hypothesis, we acquired two dark-field LSPR
scattering spectra in dry nitrogen: one before methanol
rinsing and one after. If the methanol rinsing causes
inhomogeneous solvent annealing of the nanocubes, the
scattering spectra should reflect this with inhomogeneous
blue-shifts in the resonance peaks due to overall reduction
in the nanocube’s size.33 Indeed, Figure 4 shows precisely
this type of behavior. Peak 1 experiences a 4.17-nm blue-
shift, while peak 2 remains unchanged. To substantiate this
result, we performed a theoretical study of nanocubes with
rounded corners using the FDTD method. The theory shows
that, if the nanocube’s top corners are annealed, peak 1 blue-
shifts while peak 2 remains unchanged (not shown), and if
the bottom corners are annealed, peak 2 blue-shifts. The
experimental results, when compared to theory, are consistent
with a �2-nm annealing of the top corners leading to peak
1’s observed 4.17-nm blue-shift. This theory result also
confirms that peak 1 is the resonant mode associated with
the top corners of the nanocube and peak 2 is the resonant
mode associated with the bottom corners.
To more thoroughly understand the geometric dependence
of this phenomenon, we conducted theoretical studies on how
shape and size influence a single nanoparticle’s LSPR
scattering spectrum. To model the substrate effect for
particles with different shapes, we conducted FDTD calcula-
tions for spherical particles at progressively smaller distances
above a glass substrate as done in Figure 2 for the nanocubes.
In these studies, we found only one plasmon resonance as
the nanoparticle approaches and comes into contact with the
substrate. If, however, the nanospheres are partially sub-
merged into the substrate, two peaks appear in the line shape.
This result is consistent with the location of hot spots for
the different nanoparticle structures.34 If the near-field
intensity is very high both above and below the particle when
it is in contact with the substrate, as is shown in Figure 2
for a cubic particle, then two peaks can result. For spheres,
however, the highest intensities (for polarization parallel to
the surface) are near the equatorial regions of the sphere.
Hence, the plasmon resonance is controlled by the medium
above the substrate when the sphere touches the surface. Only
when the nanosphere is submerged in the surface is it
possible to generate two peaks.
The size, or thickness, of the nanocube also proved to be
critical in creating the sharp resonance in Figure 1. For
nanocubes smaller than the skin depth (�20 nm), the two
resonances merge. In this situation, the asymmetric dielectric
environment is averaged in determining the overall response.
Now, we consider the possibility of exploiting the extreme
sharpness of peak 1 (fwhm ) 0.146 eV) in chemical sensing
applications. Although peak 1 proved to be less sensitive to
changes in its dielectric environment than previous studies
have shown for other nanoparticle geometries,10 the overall
refractive index sensitivity also depends on the fwhm. Hence,
we define a “figure of merit” (FOM) in order to directly
compare the overall performance of single nanoparticles as
chemical sensors
where m is the linear regression slope for the refractive index
dependence. This definition allows nanoparticles to be judged
against one another as sensing platforms independent of
shape or size. Experiments on triangular nanoprisms syn-
thesized via wet chemical techniques35 have yielded FOMs
averaging �3. For the nanocube measurement in Figure 1B,
we find a FOM of 1.6 for peak 2 and 5.4 for peak 1, the
highest value we have obtained so far in isolated nanoparticle
applications.
In summary, we report the existence of two plasmon
resonances for silver nanocubes interacting with a glass
substrate as a new substrate effect in single nanoparticle
spectroscopy. This behavior has been found using FDTD
theory, and we have observed it experimentally via resonant
Raleigh, dark-field optical microscopy. Different dielectric
Figure 4. Dark-field LSPR scattering spectra for a single nanocube
before (black) and after (red) solvent annealing with methanol.
FOM )
m (eV RIU-1)
fwhm (eV) (1)
Nano Lett., Vol. 5, No. 10, 2005 2037
environmental dependencies are observed for each resonance,
with theory and experiment again in reasonable accord. We
found that the two peaks are not obtained for spherical
shapes, unless the particles are partially embedded in the
surface, or for cubes, unless they are thicker than the skin
depth. This shows that the plasmon resonance structure of a
nanoparticle in contact with a dielectric substrate is shape
and size dependent. Cube-shaped particles are ideal for the
production of two resonances, as large polarizations are
induced on both top and bottom surfaces of the particles,
with the bluer of the two resonances having exceptional
sensing capabilities due to its extreme sharpness. Current
work is underway to explore single nanocubes as chemical
sensors. In addition, it may be possible to obtain further
experimental observations of the reported substrate effect for
a wider range of nanoparticle geometries thanks to recent
advances in substrate modification35 and wet chemical
synthetic techniques.36
Acknowledgment. This work was supported by the
National Science Foundation (EEC-0118025, CHE-0414554)
and the Air Force Office of Scientific Research MURI
program (F49620-02-1-0381). The authors thank Erin
McLellan for the TEM images in Figure 1.
Reference
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