James T Hugall1, Jeremy J Baumberg1. 1. †NanoPhotonics Centre, Cavendish Laboratory, University of Cambridge, Cambridge, CB3 0HE, United Kingdom.
Abstract
Temperature-dependent surface-enhanced Raman scattering (SERS) is used to investigate the photoluminescence and background continuum always present in SERS but whose origin remains controversial. Both the Stokes and anti-Stokes background is found to be dominated by inelastic light scattering (ILS) from the electrons in the noble metal nanostructures supporting the plasmon modes. The anti-Stokes background is highly temperature dependent and is shown to be related to the thermal occupation of electronic states within the metal via a simple model. This suggests new routes to enhance SERS sensitivities, as well as providing ubiquitous and calibrated real-time temperature measurements of nanostructures.
Temperature-dependent surface-enhanced Raman scattering (SERS) is used to investigate the photoluminescence and background continuum always present in SERS but whose origin remains controversial. Both the Stokes and anti-Stokes background is found to be dominated by inelastic light scattering (ILS) from the electrons in the noble metal nanostructures supporting the plasmon modes. The anti-Stokes background is highly temperature dependent and is shown to be related to the thermal occupation of electronic states within the metal via a simple model. This suggests new routes to enhance SERS sensitivities, as well as providing ubiquitous and calibrated real-time temperature measurements of nanostructures.
Entities:
Keywords:
SERS background; electronic SERS; inelastic scattering; metal photoluminescence; plasmonics
The field of surface-enhanced Raman scattering (SERS) has been hindered
by the complexity and irreproducibility of spectra produced from differently
designed plasmonic nanostructures which support several different
enhancement mechanisms. Although SERS reached single molecule sensitivity
nearly 20 years ago[1,2] and examples of atomic imaging
have started to appear,[3] a full understanding
of any given SERS spectrum remains an elusive challenge. The complexity
arises due to the introduction of metallic nanoantennas and patterned
substrates which are used to channel light to molecules of interest
and increase the normally extremely weak Raman scattering process
into something readily observable. The interaction with metals however,
changes the behavior of the Raman effect and the molecular vibrations
in various ways. One key change is the appearance of a SERS “background
continuum” in the spectra. This background has been thought
to arise from several contributions: from photoluminescence of the
metal,[4,5] from intraband emission from the metal,[6] from contaminant molecules on the metal, and
from image molecules formed inside the metal which couple to the real
molecule.[9] Even worse than this lack of
understanding, the background component is amplified in all plasmonic
constructs which enhance the sought-after molecular vibrational lines
enough to be seen, and fluctuations in the background dominate the
ultimate sensitivity of SERS.Here, we show that a strong component
of this background arises from the inelastic light scattering (ILS)
of electrons inside the plasmonic nanostructures. We study its temperature
dependence to identify the nature of the scattering and show characteristic
differences between the scattering to the higher-energy anti-Stokes
side and the lower-energy Stokes side in SERS. The plasmon-enhanced
coupling to the ILS together with the required momentum relaxation
from nanoscale localized fields explains why electron ILS has not
been seen from these bulk coinage metals. Our results critically suggest
that new methods may be needed to suppress ILS components to the SERS
background in order to provide the full benefit of SERS enhancements
in molecular sensing.One potential origin for the background
is from the heavily damped SERS of extrinsic surface contaminants;
however, recent experiments have ruled this out using either molecular
substitutions[7] or clean Au.[8,9] Another intrinsic contribution from SERS arising from coupling of
molecules to their images inside the Au[7,10] provides only
part of the explanation since backgrounds are seen even on clean Au.
This suggests that some other mechanism for light emission from the
Au must be responsible. While there is a large body of work exploring
light emission from plasmonic metals such as Au when excited at photon
energies exceeding the onset of the interband (IB) absorption from d–s transitions (around ωIB ∼ 2.4 eV for Au),[11,12] there is now
considerable evidence for light emission when Au nanostructures are
excited at much longer wavelengths where vertical transitions in the
band diagram are not allowed. Typically, infrared (IR) excitation
elicits light emission from bare gold on the Stokes (longer wavelength)
side of excitation both for nanoparticles and rough gold surfaces
(see refs (6 and 13) and references
therein). This light emission has tentatively been suggested to arise
from intraband emission from s–s transitions (s–s),[6] with the required extra momentum provided by the localized field
distributions. The emission was found to be prompt, emerging within
the 100 fs time resolution available.[28] Studies of Stokes emission from copper films annealed at different
temperatures led to a suggested scattering model based on a Lorentzian
electronic band at the Fermi level with variable line width and dependent
on image bands.[14] While it is clear that
light emission from plasmonic structures is enhanced at plasmonic
resonances,[4,15] this merely accounts for enhancing
the coupling of light in and out of the metal, and a proposed mechanism
suggesting resonant transfer between excited electron and plasmon
is not possible for ω < ωIB.To gain
an improved understanding, we explore temperature-dependent SERS from
410 to 10 K. We first adsorb a monolayer of benzenethiol onto a gold
plasmonic substrate of periodic inverted pyramids (Klarite),[16] with pyramid dimensions tuned to place the plasmon
resonance at the Raman excitation wavelength of 785 nm used here.[17] Using this thiol monolayer ensures that the
Au surface is well-controlled since all other molecules are displaced.[18] This sample is cooled in a standard liquid helium
cryostat with optical access and SERS measurements performed using
continuous-wave laser excitation and a Renishaw inVia Raman spectrometer
adapted to accommodate the cryostat. A ×5 objective is used to
ensure a large area (>50 μm2) of the sample is
measured, so that the signal is averaged over many inverted pyramids,
removing inconsistencies due to sample drift from any thermal contraction.
The laser power is set to 20 mW, giving a power density of approximately
40 kWcm–2, and the sample is illuminated for 40
s, split over two acquisitions at each temperature point, with no
observable difference in intensity observed between the two acquisitions.A typical full SERS spectrum of benzenethiol at 285 K (Figure 1) shows strong vibrational peaks on the Stokes side
of the spectrum, and a weaker anti-Stokes spectrum which also displays
small vibrational peaks around ±1000 cm–1 corresponding
to the benzenethiol aromatic-ring modes. The Stokes peaks are ∼200
times stronger than the anti-Stokes peaks, while fringing around ν
= −300 cm–1 comes from the notch filter removing
the laser line.
Figure 1
Benzenethiol SERS spectra at 285 K showing anti-Stokes
(ν < 0) and Stokes (ν > 0) contributions. Inset shows anti-Stokes around the −999
cm–1 benzenethiol ring-breathing peak (arrow). The
shaded region is blocked by the notch filter.
BenzenethiolSERS spectra at 285 K showing anti-Stokes
(ν < 0) and Stokes (ν > 0) contributions. Inset shows anti-Stokes around the −999
cm–1 benzenethiol ring-breathing peak (arrow). The
shaded region is blocked by the notch filter.First we focus on one of the strongest SERS peaks at ν
= ± 999 cm–1 which corresponds to an in-plane
breathing mode of the benzenethiol phenyl group.[19] Both the peak height and the background at this frequency
are extracted at different temperatures for the Stokes and anti-Stokes
sides (Figure 2). Since anti-Stokes Raman scattering
is produced from molecules which are in excited vibrational states,
their occupation and hence peak height increases exponentially with
temperature, following:as indeed
found (Figure 2B) with the prediction (dashed
line) matching the experimental peak height. Confirmation is also
found from the ratio of Stokes to anti-Stokes peak height to extract
the temperature and scattering amplitude ratio (not shown), which
confirms the molecules are indeed equilibrated with the sample temperature.
Above 360 K the intensities of the Stokes peaks drop (with an accompanying
relative drop in the anti-Stokes peaks), mostly likely due to desorption
of molecules from the surface of the Au. Since the Stokes peaks only
depend on the number of molecules in the vibrational ground state,
they remain nearly constant below 360 K (with minor changes from increasing
Au conductivity and phase changes in the molecular packing[20,21]).
Figure 2
Emission intensities for (a) Stokes peak at 999 cm–1 and (b) anti-Stokes peak at −999 cm–1 corresponding
to benzenethiol ring breathing mode. Also plotted are SERS background
intensities extracted at ±980 cm–1 respectively.
Below 200 K, the anti-Stokes peaks drop below the noise level (shaded).
The dashed line in (b) is a Boltzmann fit to occupation at ν = −999 cm–1. The right
shaded area indicates region where temperature affects molecular coverage/surface
roughness, and lower shading indicates noise level.
Emission intensities for (a) Stokes peak at 999 cm–1 and (b) anti-Stokes peak at −999 cm–1 corresponding
to benzenethiol ring breathing mode. Also plotted are SERS background
intensities extracted at ±980 cm–1 respectively.
Below 200 K, the anti-Stokes peaks drop below the noise level (shaded).
The dashed line in (b) is a Boltzmann fit to occupation at ν = −999 cm–1. The right
shaded area indicates region where temperature affects molecular coverage/surface
roughness, and lower shading indicates noise level.As well as the peaks, continuous backgrounds are
observed on both Stokes and anti-Stokes sides (Figure 1). These are linear in laser power and, since the 785 nm excitation
is well below the interband energy, cannot be photoluminescence. Due
to the very low power densities used and the linear power dependence
observed, we rule out two-photon photoluminescence (TPPL) which cannot
be efficiently excited with a continuous wave laser. This agrees with
comparisons between pulsed and CW excitation of Au at 780 nm which
clearly shows TPPL only from the former, although displaying also
the backgrounds discussed here in both cases.[6] Above 360 K these backgrounds increase suddenly (Figure 2a) likely due to molecular desorption roughening
the Au and enhancing plasmonic hotspots;[16] hence we focus here on lower temperatures. While the Stokes background
(similarly to the SERS peaks) increases slightly with decreasing temperature
(Figure2a, below 360 K), the anti-Stokes background
strongly decreases at lower temperature (Figures 2b and 3). On a log scale (Figure 3b), it is apparent that the background emission
spectrum follows an exponential (apart from within 400 cm–1 of the laser line where the filter response dominates in etaloning).
Fitting to a Boltzmann distribution, ignoring the constant gaussian
component from low-level laser leakage through the filter, allows
us to extract an effective temperature (Figure 3c) to compare to the sample temperature. Their direct correspondence
implies that the full anti-Stokes background is a thermally activated
process. Even at the highest temperatures the intensity of this background
light emission still increases, although the molecular density (seen
in the Raman peaks) decreases, suggesting that it indeed does not
originate from the molecules.
Figure 3
Anti-Stokes SERS spectra from 60 K (blue) to
410 K (red) in 25 K steps displayed on (a) linear scale and (b) log
scale, revealing the Raman modes with shaded line highlighting −999
cm–1 peak. Exponential fit for 410 K shown by dashed
lines. (c) Extracted effective temperature from the SERS vs the sample
temperature. Colors of points/lines indicate the sample temperature.
Anti-Stokes SERS spectra from 60 K (blue) to
410 K (red) in 25 K steps displayed on (a) linear scale and (b) log
scale, revealing the Raman modes with shaded line highlighting −999
cm–1 peak. Exponential fit for 410 K shown by dashed
lines. (c) Extracted effective temperature from the SERS vs the sample
temperature. Colors of points/lines indicate the sample temperature.This dependence on temperature
would not be expected for photoluminescence from the metal and contrasts
to semiconductors where typically photoluminescence intensities decrease
with increasing temperature. Instead it suggests that only a fraction
of electrons excited above the Fermi energy are available to interact
with the incoming light. We can explain this if we consider an inelastic
light scattering (ILS) process in which electrons in the metal are
transiently excited to a virtual state (as in Raman scattering) but
then relax to a lower energy on the dispersion (Figure 4a,b). Because only the energy levels just below the Fermi
level are empty, this implies the electrons participating in ILS are
those initially thermally excited from just above the Fermi level.
Only as the temperature increases do final states below the initial
electron energy open up, giving the characteristic thermal activation
in the anti-Stokes that is observed in the SERS spectra. For the Stokes
background, the ILS process does not require thermal activation (the
electrons lie below the Fermi energy already), and the slight increase
in background at lower temperatures arises from the increased conductivity
of gold enhancing plasmonic coupling.
Figure 4
(a) Band diagram of Au around the L point, showing absorption from d to s bands only for ω
> ωIB, intraband scattering (s–s) and inelastic
light scattering (ILS). (b) Origin of anti-Stokes scattering background
produced by ILS from the thermally excited electrons above the Fermi
level (shaded red). Plasmonically coupled light excites these electrons
to a virtual state where they relax down to empty states just below
the Fermi energy, emitting blue-shifted (anti-Stokes) light. (c) Measured
background intensity at ν = ± 0 cm–1 from fits to Stokes and anti-Stokes data at each
temperature.
(a) Band diagram of Au around the L point, showing absorption from d to s bands only for ω
> ωIB, intraband scattering (s–s) and inelastic
light scattering (ILS). (b) Origin of anti-Stokes scattering background
produced by ILS from the thermally excited electrons above the Fermi
level (shaded red). Plasmonically coupled light excites these electrons
to a virtual state where they relax down to empty states just below
the Fermi energy, emitting blue-shifted (anti-Stokes) light. (c) Measured
background intensity at ν = ± 0 cm–1 from fits to Stokes and anti-Stokes data at each
temperature.Compared to intraband
processes previously proposed (s–s),[6] this ILS scattering is not symmetry forbidden
and resembles a Raman transition. However, what is required for the
electrons to relax back to a different energy on the dispersion is
to change their momentum. As previously suggested,[12,14,22] this naturally results from localized plasmonic
confinement (of characteristic length Δx),
because wavevectors up to Δk ∼ (π/Δx) are then available. For intraband processes, the symmetry-breaking
transitions needed require field gradients which are significant on
the scale of the bond length (0.1 nm) which is difficult to achieve.
In contrast the ILS process introduced here can access energy differences
ΔEILS = (1/2m*)(ℏπ/Δx)2 ∼ 400 meV for 1 nm confinement scales.The amplitudes of both Stokes and anti-Stokes background processes
are found to be equal in the limit ν → 0 (Figure 4c). Here the fits of the anti-Stokes spectra are
extrapolated to zero frequency and compared to the extracted background
of the Stokes spectra near 0 cm–1 (error bars increase
at low temperatures on anti-Stokes as the signal decreases). This
implies that the Stokes background is indeed produced by the exact
reverse process that creates the anti-Stokes background. In this case
electrons just below the Fermi energy are optically excited to a virtual
state, and aided by a momentum shift, they then are driven back onto
the band dispersion at energies just above the Fermi energy, inelastically
scattering red-shifted light. While electrons anywhere up to the incident
photon energy ℏω below the Fermi energy could participate
in ILS, the requirement on momentum conservation limits them to a
small range from EF – ΔEILS to EF. This
nearly flat background is indeed seen in the experimental spectra,
with additional modulation coming not from the inelastic scattering,
but from the in/out-coupling efficiencies related to the near-field
plasmon spectra.Plasmons are involved in two ways in this ILS
background. Since the optical field excites the electrons in the metal,
then the plasmons are important because they provide the strongest
optical fields inside the metal, spatially localized to the surface
regions around nanogaps. Similarly these plasmons are best at out-coupling
the radiation from the electrons relaxing back down from the virtual
ILS state. The spectral resonance of the plasmons thus dictates which
energy range of electrons contributes to the Stokes background. The
second role of the plasmons is to provide the localization needed
to provide momentum conservation in the ILS process. Both of these
factors are enhanced in tighter confined plasmonic metal nanostructures,
and hence the background is predicted to increase in systems with
tightly trapped plasmons. Since both ILS and SERS processes depend
on the fourth power of field enhancement, |E|4, they are both amplified similarly by optical confinement.
Similarly the virtual intermediate state that is inherent to ILS guarantees
the prompt emission seen in experiments. We note however that quantitative
calculation of the absolute strength of ILS requires sophisticated
inclusion of many-body interactions between the photoexcited electron
and the resulting hole produced around the Fermi level, together with
the screening of their Coulomb attraction (responsible for Fermi edge
singularities in semiconductors[23]), which
is beyond the scope of this paper but now of interest.The identification
of ILS as the dominant contribution to the SERS background suggests
new strategies are needed for improving the signal-to-noise ratio
(SNR) in Raman sensing. Since this background comes from the very
electrons collectively supporting the plasmon resonance, it is not
straightforward to remove. One possibility is to use semimetals with
small bandgaps, or highly doped semiconductors (such as ITO), which
prevent ILS by reducing the electron bandwidth while still supporting
plasmons. However, no small-bandgap material systems yet have plasma
frequencies in the visible or near-infrared region where detection
is highest efficiency. Another observation that may be important is
that the SERS peak to ILS background ratio depends on the nanostructure
geometry, in ways that are not yet understood. For instance this ratio
can be varied from 1:1 to 10:1 by modifying the plasmonic nanostructures
used from nanovoids[24,25] to nanoparticles. From our model,
this SNR ratio depends on the average strengths of the optical field
inside the metal (E̅in), compared
to the field just outside the metal (E̅out) where the molecules are. A suitable figure of merit, SERS, to evaluate potential structures is thusand further investigations in highly controlled nanostructures
are thus important. In the same way that the outgoing photon in SERS
can be stimulated by a second Stokes-tuned laser pulse (in CARS),
the ILS process will also be stimulated through coherent anti-Stokes
inelastic scattering (which we term CAIS), and such experiments are
in progress. Indeed, strong background contributions to CARS arising
from this process will control the SNR for biomedical imaging.[26,27]In conclusion, we showed that the anti-Stokes background continuum
emitted from plasmonic nanostructures can only be well accounted for
using a model based on the inelastic light scattering of electrons
within the metal. The temperature dependence observed can be explained
in no other way that accounts for the data and suggests that an unavoidable
aspect of SERS is the production of this background emission from
the free electrons that are also crucial to plasmons. We thus suggest
that classification of emission from plasmonic constructs as “photoluminescence”
is not correct. Clearing up the understanding of a major part of the
SERS continuum background presented should aid both interpretation
of spectra, as well as highlight new routes to modify the strength
of this background compared to desired vibrational peaks. We also
suggest that the precise temperature dependence of this background
allows its use to quantify the temperature of samples in real time
independent of absolute intensity and thus can be used for temperature
sensing concurrently with all SERS measurements. Recent pulsed experiments
in Au nanorods show that such signatures can indeed be discerned up
to several thousand degrees Kelvin.[13]
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