Secondary organic aerosols (SOAs) affect incoming solar radiation by interacting with light at ultraviolet and visible wavelength ranges. However, the relationship between the chemical composition and optical properties of SOA is still not well understood. In this study, the complex refractive index (RI) of SOA produced from OH oxidation of naphthalene in the presence of nitrogen oxides (NOx) was retrieved online in the wavelength range of 315-650 nm and the bulk chemical composition of the SOA was characterized by an online high-resolution time-of-flight mass spectrometer. In addition, the molecular-level composition of brown carbon chromophores was determined using high-performance liquid chromatography coupled to a photodiode array detector and a high-resolution mass spectrometer. The real part of the RI of the SOA increases with both the NOx/naphthalene ratio and aging time, likely due to the increased mean polarizability and decreased molecular weight due to fragmentation. Highly absorbing nitroaromatics (e.g., C6H5NO4, C7H7NO4, C7H5NO5, C8H5NO5) produced under higher NOx conditions contribute significantly to the light absorption of the SOA. The imaginary part of the RI linearly increases with the NOx/VOCs ratio due to the formation of nitroaromatic compounds. As a function of aging, the imaginary RI increases with the O/C ratio (slope = 0.024), mainly attributed to the achieved higher NOx/VOCs ratio, which favors the formation of light-absorbing nitroaromatics. The light-absorbing enhancement is not as significant with extensive aging as it is under a lower aging time due to the opening of aromatic rings by reactions.
Secondary organic aerosols (SOAs) affect incoming solar radiation by interacting with light at ultraviolet and visible wavelength ranges. However, the relationship between the chemical composition and optical properties of SOA is still not well understood. In this study, the complex refractive index (RI) of SOA produced from OH oxidation of naphthalene in the presence of nitrogen oxides (NOx) was retrieved online in the wavelength range of 315-650 nm and the bulk chemical composition of the SOA was characterized by an online high-resolution time-of-flight mass spectrometer. In addition, the molecular-level composition of brown carbon chromophores was determined using high-performance liquid chromatography coupled to a photodiode array detector and a high-resolution mass spectrometer. The real part of the RI of the SOA increases with both the NOx/naphthalene ratio and aging time, likely due to the increased mean polarizability and decreased molecular weight due to fragmentation. Highly absorbing nitroaromatics (e.g., C6H5NO4, C7H7NO4, C7H5NO5, C8H5NO5) produced under higher NOx conditions contribute significantly to the light absorption of the SOA. The imaginary part of the RI linearly increases with the NOx/VOCs ratio due to the formation of nitroaromatic compounds. As a function of aging, the imaginary RI increases with the O/C ratio (slope = 0.024), mainly attributed to the achieved higher NOx/VOCs ratio, which favors the formation of light-absorbing nitroaromatics. The light-absorbing enhancement is not as significant with extensive aging as it is under a lower aging time due to the opening of aromatic rings by reactions.
Entities:
Keywords:
NOx effect during photooxidation; atmospheric aging; chemical composition; chromophore characterization; optical properties; secondary organic aerosol
Atmospheric
aerosols play a critical role in Earth’s radiative
energy balance by either warming or cooling the atmosphere through
absorption and scattering of incoming solar radiation and outgoing
terrestrial radiation. The aerosol radiative forcings of aerosol–radiation
interaction and aerosol–cloud interactions are estimated to
be −0.22 (−0.47 to −0.04) Wm–2 and −0.84 (−1.45 to −0.25) Wm–2, respectively.[1] On a regional scale,
the forcing may be much larger. Large uncertainties in radiative and
climate forcing are mostly due to organic aerosols, and their light
absorption properties are not well understood. Atmospheric brown carbon
(BrC) aerosols, which absorb light mostly in the near-ultraviolet
to the ultraviolet region, have been recognized to play a critical
role in climate forcing, accounting for ∼20% of the absorption
by carbonaceous aerosols.[2−6] BrC is composed of light-absorbing organic compounds with a complex
chemical composition and diverse wavelength-dependent light-absorbing
properties.[4,7] The major source of primary BrC is commonly
attributed to biomass burning, which is typically treated as the only
source of primary BrC in modeling studies.[8−10] However, multiple
field observations[11−13] and laboratory studies[4,14−19] demonstrated that BrC can be produced by secondary processes via photooxidation and dark reactions[20−22] of volatile
organic compounds (VOCs) from various sources.[4] Due to the complexity of the chemical composition and their variable
wavelength-dependent light-absorbing properties, the investigation
of secondary BrC is an active area of research.Polycyclic aromatic
hydrocarbons (PAHs), formed in pyrolytic reactions
during fuel-rich combustion of fossil and biomass fuels, are an important
class of semivolatile anthropogenic emissions. Light-weight PAHs (23,24] Given the abundant naphthalene in the ambient air and the high SOA
yield, naph-SOA is one of the major SOA sources in
urban areas and downwind as found by both model simulations[32] and ambient observations.[28,33] However, studies on the optical properties of naph-SOA are rare,[34−38] and there are no broadband direct online particle optical property
measurements that are useful in the estimation of climate effects.
The OH oxidation of naphthalene in the presence of nitrogen oxides
(NOx) under unrealistic dry conditions produced light-absorbing naph-SOA, quantified by measuring the solvent-extracted
fraction of naph-SOA.[34,35,37,38] While the study by
Xie et al.[35] identified three species (C10H7NO3, C10H7NO4, C8H9NO5) that account for
∼20% of the measured absorbance at 365 nm using surrogate standards,
the other three studies did not provide molecular-level information
that explains the observed optical properties of naph-SOA.[34,36] Therefore, comprehensive studies combining
molecular-level chemical composition analysis and online wavelength-dependent
optical properties for naph-SOA are still essential
for a predictive understanding of the radiative effect of naph-SOA.Since naphthalene is predominantly emitted
from combustion-related
sources,[30] NOx coexists with naphthalene
in the ambient atmosphere. Previous studies on the photooxidation
of naphthalene have found that the yield of nitro-organic compounds
in naph-SOA changed with the naphthalene/NOx ratio.[39,40] However, the influence of the naphthalene/NOx ratio on the optical
properties of naph-SOA has not been investigated.
Previous studies have found that the optical properties (both absorption
and scattering) of freshly produced SOAs from both biogenic and anthropogenic
VOCs change during the aging process.[14,16,36,41] These previous studies
mainly focused on the photochemical aging process in the absence of
NOx. However, in the atmosphere, freshly produced naph-SOA undergoes photochemical aging in the presence of NOx during
the daytime. Therefore, the evolution of chemical and optical properties
of naph-SOA in the presence of NOx during aging has
to be evaluated to determine the climate effect of naph-SOA more accurately.In this study, naph-SOA
are produced under atmospherically
relevant relative humidity either at the same aging time but with
different NOx/naphthalene ratios or under varying aging times at a
constant NOx/naphthalene ratio to address the effects of NOx and atmospheric
aging thoroughly. Naph-SOA is chemically characterized
online by a high-resolution (HR) time-of-flight (ToF) aerosol mass
spectrometer (AMS). Simultaneously, the size-dependent absorption
and extinction cross sections of naph-SOA are measured
using an optical system consisting of a broadband cavity-enhanced
spectrometer (BBCES, 315–345 and 380–650 nm), a photoacoustic
absorption spectrometer (PAS, 404 nm), and a cavity-ring-down spectrometer
(CRDs, 404 nm). The chemical composition and molecular-specific light-absorbing
properties of naph-SOA are further assessed offline
utilizing a high-performance liquid chromatography (HPLC) separation
coupled to a photodiode array (PDA) detector for UV–vis absorption
measurement and high-resolution mass spectrometry (HRMS) for molecular
characterization. Hence, this study comprehensively investigated the
chemical composition, molecular-specific light absorption properties,
and online aerosol optical properties of naph-SOA
produced by the OH-initiated oxidation and the first time to quantitatively
assess the impact of the NOx/naphthalene ratio and aging time, which
provides experimental insights into the effect of anthropogenic SOA
on climate forcing.
Experimental Methods
SOA Generation by the OFR
Naphthalene (Sigma-Aldrich)
was used as a proxy for anthropogenic SOA precursors. Naph-SOA particles were generated by homogeneous nucleation and condensation
of oxidized products from OH oxidation of naphthalene in the potential
aerosol mass (PAM) oxidation flow reactor (OFR) in the absence of
seed particles. The details of the PAM reactor have been described
previously.[41−43] A total flow of 4.3 L min–1 of
a N2 + N2O mixture and a 0.2 L min–1 O2 + O3 mixture with a final RH of 36–39%
was used, with a corresponding residence time of 184 s. The initial
SOA conditions for naph-SOA production are listed
in the Supporting Information (Table S1), including the initial naphthalene and O3 concentrations,
RH, and measured NOx concentrations. The NOx/naphthalene ratios varied
between 0 and 3.2, as shown in the Supporting Information (Table S1), which are within the typical range
of NOx/VOC ratios in the ambient conditions.[44]OH radicals were produced through the reaction of O(1D) with water, whereas O(1D) radicals were formed from
the photolysis of O3 by UV light (λ = 254 nm). N2O (99.999%) was introduced to the PAM reactor as the source
of NO and NO2 generated by the reactions of O(1D) + N2O → 2NO, and NO + O3 →
NO2 + O2.[45,46] This method provides
a more homogeneous NOx environment and can achieve a much higher NO
concentration in the reactor than adding NOx directly. The OH concentration
in the PAM was controlled by adjusting the UV light intensity. The
OH exposures in this study were within the range of (1.04–5.05)
× 1011 molecules cm–3 s, determined
by measuring the decay of coinjected SO2 (Thermo Fisher
Scientific, Model 43i). By assuming a daily average radical concentration
of [OH] = 1.5 × 106 molecules cm–3,[47] the equivalent aging time in this
study ranged from 0.8 to 4.9 days. Due to the fast conversion of NO
to NO2 in the sampling line by the high O3 concentration,
we cannot measure the NO concentration directly. Therefore, only the
total NOx concentration after the PAM reactor is recorded (SERINUS
40, Ecotech, Australia).To investigate the influence of NOx
and aging on the optical properties
of naph-SOA, two sets of experiments were conducted.
Five experiments (Table , N00–N40) were performed under the same aging time (3.2 days
for N00–N20, 2.4 days for N40, which was limited by the reactor),
but with different N2O inputs (0–4%), to achieve
different NOx/naphthalene ratios to test the influence of NOx. Another
six experiments (Table , A08–A49) were carried out with 2.0% N2O, but
with different aging times (0.8–4.9 days). This set of experiments
was designed to probe the combined effect of NOx and aging time.
Table 1
Initial Conditions and Physical–Chemical
Properties of naph-SOA Generation by PAM
experiment
ID
naphthalene
N2O
NOx
O3
RH
aging time
H/C
O/C
fNO3
density
(ppbv)
(%)
(ppbv)
(ppm)
(%)
days
(g cm–3)
A08
345
2
109
48.3
38.8
0.8
1.03
0.67
0.05
1.34
A14
345
2
124
48.3
38.9
1.4
1.03
0.68
0.05
1.32
A22
345
2
188
48.3
38.9
2.2
1.04
0.74
0.06
1.32
A37
345
2
303
48.3
38.8
3.7
1.08
0.86
0.06
1.34
A39
345
2
511
48.3
39.0
3.9
1.09
0.88
0.07
1.35
A49
345
2
1111
48.3
39.0
4.9
1.12
0.92
0.08
1.33
N00
493
0
0
38.4
38.3
3.2
1.05
0.94
0.03
1.37
N05
493
0.5
85
38.4
38.3
3.2
1.06
0.91
0.04
1.34
N10
493
1
209
38.4
38.5
3.2
1.08
0.96
0.05
1.34
N20
493
2
592
38.4
38.2
3.2
1.10
0.96
0.07
1.35
N40
493
4
1352
38.4
38.4
2.4
1.16
0.72
0.13
1.36
The Aerodyne photochemical
model implemented in MATLAB (Mathworks)
was used to simulate the photochemical reactions in the PAM reactor.[45] Due to limited knowledge of the reaction mechanism
and reaction rate constants of OH oxidation of naphthalene, only a
simplified RO2 chemical is included in the model, as described
previously.[45] By considering the reaction
rate constants of naphthalene with OH, O3, and NO3, we estimated that more than 98% of the naphthalene was consumed
by OH radicals in all of the experiments. More details about the box
model are provided in Text S1, and the
model output results are shown in Table S1.
Online Measurement of SOA Chemical Composition and Density
The size distributions of SOAs were monitored by a scanning mobility
particle sizer (SMPS, TSI Incorporated, classifier model 3080, CPC
model 3775). The chemical composition of naph-SOA
was characterized by a high-resolution time-of-flight aerosol mass
spectrometer (HR-ToF-AMS, Aerodyne Research Inc., Billerica, MA, more
details in Text S1), which was operated
alternatively in V and W modes. More details about the data processing
and instrument calibration can be found in the Supporting Information
(Text S1). The effective density (ρeff) of naph-SOA particles was derived from
measurement of the aerodynamic diameter (dva) obtained by an aerodynamic aerosol classifier (AAC, Cambustion)
and the mode mobility diameter (dm), which
was measured by the SMPS after the AAC.[48]
Light Extinction and Absorption Measurement
The aerosol
extinction cross section, σext(λ, Dp, m), which depends on the light wavelength
(λ), the particle mode diameter (Dp), and the complex refractive index (RI, m = n + ki, where n and k are the real part and imaginary part, respectively) of
the material, is described by the expression shown in eq where
αext is the extinction
coefficient of the measured particles and N(Dp) is the particle number concentration (cm–3). Size-dependent absorption and extinction cross
sections are measured using a photoacoustic absorption spectrometer
(PAS), a cavity-ring-down spectrometer (CRDS), and a broadband cavity-enhanced
spectrometer, which consists of two channels (BBCESUV,
315–345 nm; and BBCESvis, 380–650 nm). Briefly,
aerosols from the OFR pass through an ozone scrubber and then are
dried with a diffusion dryer (RH < 20%). The dried aerosols are
then passed through a denuder filled with activated charcoal to remove
NOx in the gas phase. The outcome particles are size-selected (175–325
nm with 25 nm step) with an AAC and then directed into our optical
system for optical property characterization. Meanwhile, the particle
number concentration and the mobility size distribution are measured
by a parallel CPC and an SMPS, respectively. The experimental setup
is shown in the SI (Figure S1), and the
operational details of the instruments can be found in our previous
studies.[21,41,49,50]By assuming homogeneous chemical composition
of the particles across the different sizes, the complex RI of the
aerosols was retrieved by fitting a theoretical Mie curve to the size-dependent
extinction cross-section data at each specific wavelength.[51−54] The retrieval algorithm was limited to searching for n ≥ 1 and k ≥ 0.
Offline Characterization
of naph-SOA Using
the HPLC-PDA-HRMS Platform
All details for the offline characterization
of naph-SOA using HPLC-PDA-HRMS have been published elsewhere by Siemens
et al.[55] Briefly, naph-SOA was collected on Teflon filters (poly(tetrafluoroethylene) PTFE,
0.45 μm pore size, 47 mm diameter, Whatman) for offline analysis.
The filters were extracted with acetonitrile (Optima LC/MS grade,
Fisher Chemical) under sonication and then analyzed using a high-performance
liquid chromatography (HPLC) system coupled with a photodiode array
detector (PDA), both from Thermo Vanquish, and a high-resolution (HR)
Q-Exactive HF-X hybrid quadrupole Orbitrap mass spectrometer equipped
with an electrospray ionization (ESI) source (HPLC-PDA-ESI/HRMS, Thermo
Scientific, Inc). About ∼3 μg of dissolved organic matter
(OM) was injected into the HPLC for each sample. Analytes were separated
on a reversed-phase column (Luna C18, 150 × 2 mm, 5 μm
particles, 100 Å pores, Phenomenex, Inc.) using a 200 μL
min–1 binary solvent mixture containing water (A)
and acetonitrile (B), with both solvents containing 0.1% (v/v) formic
acid. A 90 min LC gradient was programed as follows: 0–3 min
at 10% of B, 3–63 min at a linear gradient to 100% of B, 63–70
min B held at 100%, 70–71 min decreased to 10% of B, and 71–90
min held at 10% of B to re-equilibrate the column. UV–vis absorption
spectra were recorded using the PDA detector over the wavelength range
of 200–680 nm. Mass spectra were acquired for the m/z range of 80–1200 Da at a mass resolution
of m/Δm = 240 000 (at m/z 200). The raw data were acquired using
Xcalibur software (Thermo Scientific) and were further processed using
MZmine-2.38.[56−58]
Results and Discussion
Online Chemical–Physical
Characterization of naph-SOA
Despite the
changes in the NOx/naphthalene
ratio and aging time, the particle effective density did not change
significantly (1.32–1.37 g cm–3). The particle
size distributions of naph-SOA are shown in Figure S2. For experiments conducted to study
the NOx addition effect (N00–N40), the particle mode diameter
of naph-SOA was about 97 nm. It decreased to ∼75
nm upon NOx addition, and the particle number concentration decreased
when the NOx/naphthalene increased from 0.17 to 1.2. The addition
of NOx in the PAM reactor favors the formation of organic nitrates
through the RO2 + NO channel (Table S1). These organic nitrates have lower volatility that may
lead to more efficient new particle formation, thus increasing the
particle number concentration and decreasing the particle mode diameter.
At the highest NOx/naphthalene ratio, the particle number decreased
significantly although the particle mode diameter increased to 90
nm. Overall, the total particle mass decreased when the NOx/naphthalene
ratio increased from 0.17 to 2.7, indicating a suppression effect
of NOx on naph-SOA formation, which is in line with
previous studies.[23,24,35] For naph-SOA produced with a fixed initial N2O concentration (A08–A49), the particle mode diameter
increased from 68 to 81 nm when the equivalent aging time increased
from 0.8 to 4.9 days, while the particle number concentration kept
increasing except for the experiment with the highest aging time (A49).
This caused the total mass of naph-SOA to keep increasing
with aging time. At low aging time conditions, the SOA formation was
characterized by the addition of oxygenated functional groups to gas-phase
molecules, which can further partition into the particle phase; therefore,
the SOA yield increased with aging time. However, with further aging,
cleavage of C–C bonds of intermediate products became more
prominent, thus decreasing the SOA yield.[59−61]AMS mass
spectra of selected naph-SOA experiments are presented
in Figure S3 for low and high NOx/naphthalene
(0.17 vs 1.2) and aging time (0.8 vs 4.9 days) conditions. Characteristic
fragments of aromatics such as m/z 50–51 (C4H2+, C4H3+), m/z 65 (C5H5+), and m/z 76–77 (C6H4+, C6H5+) were
detected as the major hydrocarbon-like fragments (CxHy+) in all of the mass spectra. All of the mass
spectra show a high intensity of m/z 44 (CO2+, indicative of carboxylic acids) and a low intensity
of m/z 43 (C2H3O+, indicative of carbonyls). All of these features are different from
typical mass spectra of SOAs from biogenic VOCs (high m/z 43, C2H3O+; m/z 27, C2H3+; m/z 41, C3H5+; m/z 55, C3H3O+).[21,36,41] Under NOx conditions, high intensities of
nitrogen-containing fragments (e.g., CxHyNzN+, NO+, and NO2+) are also observed, indicating intensive formation of nitro-organics.
The fragment intensity ratio of NO2+/NO+ can be used to identify nitro-organics in the particles,
as this ratio is much lower for nitro-organics (∼ 0.1) than
that of inorganic nitrates (∼ 0.5, determined from NH4NO3).[62−65] For naph-SOA produced with NOx, the NO2+/NO2+ ratios in the mass spectra
vary between 0.09 and 0.16 (Figure S4).
This ratio is very close to that of nitro-organics, further supporting
the generation of nitrated naph-SOA in the presence
of NOx.At high NOx/naphthalene conditions, the CxHy+ shows a lower intensity (23% vs 26%), while
the signal
intensity of nitrogen-containing fragments (NOy+ and CxHyOzN+) is much
higher (12% vs 7%) as compared to that of naph-SOA
produced under a low NOx/naphthalene condition (Figure S3a). However, under a higher aging time, the intensities
of CO2+ (14% vs 11%) and nitrogen-containing
fragments (10% vs 8%) were much higher, while the intensities of hydrocarbon-like
fragments were lower (25% vs 35%), indicating an increased carbon
oxidation level and a more pronounced formation of nitrogen-containing
species.The H/C and O/C ratios extracted from the AMS mass
spectra data
without considering the NOy+ ions are plotted
in a Van Krevelen diagram (Figure ). This plot provides an insight into the major functional
groups of SOAs. For experiments conducted to test the effect of the
NOx/naphthalene ratio (N00–N40), when the NOx/naphthalene ratio
is below 1.2 (N00–N20), the H/C and O/C ratios do not change
significantly. This is consistent with the same equivalent aging time
of naph-SOA. When the NOx/naphthalene ratio is 2.7,
the equivalent aging time of naph-SOA is 2.4 days.
The H/C ratio is significantly higher due to a lower oxidation level
of SOAs as inferred by the lower O/C. When naph-SOA
was produced with the same initial N2O (A08–A49),
both the H/C and O/C ratios increased with aging time (Figure and S4), indicating OH addition to the aromatic rings and carboxylic acid
group formation. The changes in the O/C and H/C ratios of naph-SOA can be well described by a linear fit. The Δ(H/C)/Δ(O/C)
slope obtained in this study is 0.32 ± 0.03 (R2 =
0.96), indicating the addition of hydrogen atoms and the production
of alcohol or peroxide. This ratio is dramatically different from
that obtained for naph-SOA produced in the absence
of NOx (slope = −0.09 ± 0.03),[36] which implies the formation of alcohol or peroxide.[66]
Figure 1
Elemental ratios (H/C vs O/C) of naph-SOA produced
from OH oxidation. Circles show the influence of NOx/naphthalene (N00–N40),
and hexagon markers exhibit the effect of aging (A08–A49) on
the bulk chemical composition of naph-SOA. Marker
colors indicate the NOx/naphthalene ratio (0–3.2), while the
marker size represents the aging time (0.8–4.9 days).
Elemental ratios (H/C vs O/C) of naph-SOA produced
from OH oxidation. Circles show the influence of NOx/naphthalene (N00–N40),
and hexagon markers exhibit the effect of aging (A08–A49) on
the bulk chemical composition of naph-SOA. Marker
colors indicate the NOx/naphthalene ratio (0–3.2), while the
marker size represents the aging time (0.8–4.9 days).
Complex Refractive Index of SOA
Figure shows the
RI of naph-SOA
across the wavelength range of 315–650 nm as obtained by the
BBCES system. This is the first wavelength-dependent RI result for naph-SOA in a continuous UV–vis range based on online
characterization. The real part of the RI (n) slightly
decreases with increasing wavelength, which is similar to that observed
for SOA produced from biogenic and anthropogenic VOCs.[21,41,67] For example, the n for naph-SOA produced with the aging time of 3.9
days decreased from 1.63 ± 0.02 at 315 nm to 1.53 ± 0.01
at 650 nm, with a Δn of 0.1 (Figure b). As the aging time increases, n first increases until the aging time reaches 2.2 days
and then is almost constant with the change in aging time. The differences
are within the uncertainty of n. PAS-CRD measurements
are more precise to differentiate small changes in the RI, and the
results are shown in Figure c,d. There is a slight change in n (1.554
± 0.001 to 1.606 ± 0.001) as the aging time increases (Figure d). An increase of n (1.542 ± 0.001 to 1.643 ± 0.001) is also observed
when the NOx/naphthalene ratio increased from 0 to 2.7 (Figure c). A previous study by Lambe
et al.[36] reported the RI of naph-SOA from
OH oxidation of naphthalene in the absence of NOx. The observed n values varied from 1.58 ± 0.06 to 1.66 ± 0.04
at 405 nm, comparable with our results.
Figure 2
Complex refractive index
(RI) of naph-SOA generated
by OH oxidation. Panels (a, b) show BBCES-determined real and imaginary
parts of RI for naph-SOA produced under various aging
times (A08–A49). These two panels share the same bottom axis
(wavelength) and legend. Panels (c, d) display the RI retrieved from
PAS-CRD measurements at 404 nm for naph-SOA generated
with different initial NOx/naphthalene ratios (c, N00–N40)
and aging times (d, A08–A49), respectively. Pink squares and
blue circles represent the real and imaginary parts of the RI, respectively.
For BBCES, the uncertainties arise from the particle number concentration
(0.3%), temperature (0.1%), pressure (0.3%), light intensity measurement
(≪0.2%), and the Rayleigh scattering cross section of N2 (1%). The first three parameters also contribute to the uncertainties
in PAS-CRD results. Moreover, uncertainty in the calibration (1.5%)
was included in PAS results.
Complex refractive index
(RI) of naph-SOA generated
by OH oxidation. Panels (a, b) show BBCES-determined real and imaginary
parts of RI for naph-SOA produced under various aging
times (A08–A49). These two panels share the same bottom axis
(wavelength) and legend. Panels (c, d) display the RI retrieved from
PAS-CRD measurements at 404 nm for naph-SOA generated
with different initial NOx/naphthalene ratios (c, N00–N40)
and aging times (d, A08–A49), respectively. Pink squares and
blue circles represent the real and imaginary parts of the RI, respectively.
For BBCES, the uncertainties arise from the particle number concentration
(0.3%), temperature (0.1%), pressure (0.3%), light intensity measurement
(≪0.2%), and the Rayleigh scattering cross section of N2 (1%). The first three parameters also contribute to the uncertainties
in PAS-CRD results. Moreover, uncertainty in the calibration (1.5%)
was included in PAS results.The imaginary part of the RI (k) shows a strong
spectral dependence, with k decreasing toward longer
wavelengths (Figure a) as obtained from the BBCES system. For example, k decreases from 0.034 ± 0.004 at 315 nm to 0 at longer wavelengths. k increases with increasing aging time in the wavelength
range where absorption is measured. k increased from
0.001± 0.002 to 0.061 ± 0.006 at 315 nm on increasing the
aging time from 0.8 to 4.9 days (Figure a). This is also confirmed by the PAS measured
at 404 nm, where k increased from 0.001± 0.001
to 0.008 ± 0.001 (Figure d). k values obtained by the PAS and BBCES
agree with each other within the measurement uncertainty. The retrieved k values for naph-SOA are comparable to
those measured for SOA produced from the OH oxidation of toluene and
m-xylene[15] but are substantially higher
than those measured for SOA from the NO3/OH oxidation of
biogenic VOCs.[21,68] Without considering the aging
time of SOA, results from the PAS measurements in this study are comparable
to those reported for naph-SOA produced from OH oxidation
in the absence of NOx (at 405 nm, k = 0.8–3.6
× 10–3).[36]The mass absorption coefficient (MAC) is frequently used to describe
the absorbing properties of aerosols. Figure S5 displays the MAC values obtained for naph-SOA produced
from OH oxidation under different NOx/naphthalene ratios and aging
times. Overall, the MAC values measured here have a strong spectral
dependence between 300 and 500 nm, and the MAC values span a wide
range under different oxidation conditions. At 405 nm, the MAC values
range from 0.22 to 0.38 m2 g–1 for the
samples analyzed (N00, N40, A37, A49). These values are substantially
higher than those reported for naph-SOA produced
in the absence of NOx (0.025–0.088 m2 g–1)[36] but comparable to the value reported
for naph-SOA generated in the presence of NOx (0.31
m2 g–1).[35] Xie et al. also measured the MAC value for naph-SOA produced under the initial NOx/naphthalene ratio of 3.0.[35] Their results at 405 nm (0.72 m2 g–1) agree well with that of naph-SOA
produced under the NOx/naphthalene ratio of 20 by Metcalf et al. (0.81
m2 g–1)[38] but
are much higher than our measurements. This may be a result of the
different oxidation conditions and experimental setups. Higher RH
in this study (40% vs <15%) favors the condensation of semivolatile
species that may have a lower light absorption.[69] The XAD4-coated annular denuder upstream of the filter
used by Xie et al. can also remove the semivolatile species from the
particles and then increase the light absorption of the remaining
less-volatile SOA. Moreover, the much higher NOx/VOC ratio (∼20)
in the study by Metcalf et al.[38] promotes
the formation of stronger light-absorbing chromophores. All of these
could explain the lower MAC values measured in this study as compared
to the literature results.
Formation of Chromophores in naph-SOA
Bulk optical measurements from PAS and UV–vis
absorbance have
confirmed the formation of BrC chromophores in naph-SOA. Figure shows
the HPLC-PDA chromatograms (panels a and b) of naph-SOA generated under NOx/naphthalene ratios of 0 and 2.7 with comparable
aging times (3.2 vs 2.4 days). Many strong-absorbing chromophores
are observed in the HPLC elution time of 3–25 min. The chemical
formulas are assigned based on accurate mass measurements, and the
tentative structures are proposed based on these chemical compositions,
LC retention times, UV–vis absorption spectra, and literature
reports, taking into account the ring-retaining, cyclization, and
ring-opening reactions of naphthalene and its oxidized intermediates.[23,25,37,39,61,70] Oxygenated
aromatic hydrocarbons (CHO, e.g., C8H6O6, C6H6O3, C11H12O5, C8H6O2, C8H6O4, and C11H12O7) are the major chromophores in naph-SOA produced without NOx (Figure a,c). This is different from the result by Xie et al.,
who claimed a nitroaromatic compound (C10H7NO3) was the major absorbing species for naph-SOA produced without NOx. It seems that there was a NOx contamination
in Xie et al.’s chamber experiment or an artifact during the
filter analysis. These CHO chromophores in naph-SOA
produced without NOx also contribute to the light absorption of naph-SOA produced with NOx. However, strong light-absorbing
nitroaromatics (CHON, e.g., C6H5NO4, C7H7NO4, C7H5NO5, C8H5NO5, C8H5NO6, C9H9NO6, C10H9NO4) are produced when NOx
is involved in SOA formation (Figure b,c), and these species contribute significantly to
the absorption of the SOA (∼ 45% of the MAC at 350–450
nm for the A49 experiment, Figure S6d).
Quantitative contributions of the identified BrC chromophores to the
total MAC values of the solvent-extractable BrC were calculated using
the method described by Hettiyadura et al.[71] The major absorbing CHO species, which contain hydroxy, carbonyl,
and carboxylic functional groups, elute faster than the CHON species,
which contain additional nitro groups, probably due to the low polarity
of the −NO2 group, which reduces the overall polarity
of CHON compounds.
Figure 3
HPLC-PDA (a, b) and extracted HPLC-ESI/HRMS (c) chromatograms
of
the naph-SOA samples. Panels (a, b) are obtained
for SOA generated under NOx/naphthalene ratios of 0 (N00, 3.2 days
aging) and 2.7 (N40, 2.4 days aging), respectively. Possible molecular
structures are proposed for these dominant absorbing species. Panel
(c) shows a compilation of the selected extracted ion chromatograms
(EICs) of the most abundant peaks. The color map in panels (a, b)
represents the UV–vis absorbance. The left y-axis of panel (c) represents the intensities of C8H6O6, C11H12O7,
C11H12O5, C10H9NO4, C8H5NO6, C7H7NO4, and C8H5NO5, while the right y-axis in panel (c) shows
the signal intensities of C9H9NO6, C6H5NO4, C7H5NO5, and C7H6O3.
HPLC-PDA (a, b) and extracted HPLC-ESI/HRMS (c) chromatograms
of
the naph-SOA samples. Panels (a, b) are obtained
for SOA generated under NOx/naphthalene ratios of 0 (N00, 3.2 days
aging) and 2.7 (N40, 2.4 days aging), respectively. Possible molecular
structures are proposed for these dominant absorbing species. Panel
(c) shows a compilation of the selected extracted ion chromatograms
(EICs) of the most abundant peaks. The color map in panels (a, b)
represents the UV–vis absorbance. The left y-axis of panel (c) represents the intensities of C8H6O6, C11H12O7,
C11H12O5, C10H9NO4, C8H5NO6, C7H7NO4, and C8H5NO5, while the right y-axis in panel (c) shows
the signal intensities of C9H9NO6, C6H5NO4, C7H5NO5, and C7H6O3.Xie et al. detected eight nitroaromatic species
in the SOA produced
with an initial NOx/naphthalene ratio of 3.[35] Among them, four species (C10H7NO3, C10H7NO4, C8H9NO5, C6H5NO4) contribute
significantly to the light absorption at 365 (∼18%), 400 (47%),
and 450 (∼18%) nm. The two most absorbing species (C10H7NO3 and C10H7NO4) found by Xie et al. are not identified as major absorbing
species in our study probably due to the different RH between these
two studies, which can change the gas-particle partitioning. Moreover,
the application of surrogate standards by Xie et al. for quantification
may also introduce large uncertainties in the determination of major
chromophores. In this study, these two species elute at 28.12 and
31.26 min. Light absorption by chromophores eluting after 25 min is
negligible; thus, the HPLC-PDA-HRMS analysis here is only performed
within an elution time of 25 min. In contrast, C6H5NO4, which
was found to be a minor chromophore by Xie et al., is the primary
contributor to light absorption of naph-SOA produced
in this study (Figure b), especially in the long-wavelength range. This is consistent with
its broad UV–vis absorption spectra[55] and higher abundance in the SOA (0.94% of the total SOA).[25] In our study, C6H5NO3 and C7H5NO5, which elute
between 19.5 and 19.8 min in our HPLC, are also detected as major
products of naph-SOA produced under NOx conditions
(1.1% and 0.5% of the total SOA) in a previous study.[25] These two species have strong absorption in the UV–vis
wavelength range and contribute significantly to the total light absorption
of naph-SOA in this study.
Influence of Aging Time
and NO on
the Complex Refractive Index
The elemental ratios (H/C, O/C)
obtained from HR-ToF-AMS are commonly used to indicate the aging process.
Moreover, the NO3 observed by the HR-ToF-AMS (inorganic
nitrogen-containing ions) are fragments of nitro-organic compounds
(e.g., nitroaromatics), as confirmed by the NO2+/NO+ ratio; thus, the nitrate fraction (fNO= NO3/(NO3 + organic))
can be used to indicate the fraction of nitroaromatics in naph-SOA. As shown in Figures and S4, H/C and
O/C ratios, as well as fNO and NO2+/NO+ ratios, increase with
aging time in the presence of NOx, respectively. Figure plots the RI of naph-SOA against the fNO, H/C
ratio, and O/C ratio. The imaginary part increases significantly with
the fNO, H/C ratio, and O/C
ratio, indicating important roles of nitro-organic compounds and aging
time on the absorbing properties of naph-SOA. The
real part of the RI increases until the aging time of naph-SOA reaches 3.7 days (with fNO = 0.06, H/C = 1.08, and O/C = 0.86). Then, it remains almost
constant as the aging time increases from 3.7 to 4.9 days.
Figure 4
Evolution of
optical properties of naph-SOA due
to aging, as indicated by increasing H/C and O/C ratios, in the presence
of NOx. The upper and lower panels show the change of the imaginary
part and the real part as a function of nitrate fraction (fNO), H/C ratio, and O/C ratio measured
with HR-ToF-AMS. The dashed lines show the RI values at 330 nm (purple),
404 nm (cyan), and 532 nm (green).
Evolution of
optical properties of naph-SOA due
to aging, as indicated by increasing H/C and O/C ratios, in the presence
of NOx. The upper and lower panels show the change of the imaginary
part and the real part as a function of nitrate fraction (fNO), H/C ratio, and O/C ratio measured
with HR-ToF-AMS. The dashed lines show the RI values at 330 nm (purple),
404 nm (cyan), and 532 nm (green).Previous studies have reported an increase of RI when the SOA is
produced from aromatic precursors in the presence of NOx than under
low NOx conditions.[34,35,72,73] The OH oxidation of naphthalene occurs through
hydrogen abstraction from the aromatic ring. In the presence of NOx,
this intermediate then undergoes ring-retaining reactions to produce
2-nitronaphthalene.[25,40] In addition, cyclization and
ring-opening reactions of intermediates can generate formyl-benzoic
acid, terephthaladehyde, formyl-benzoic acid, 2-formyl-cinnamaldehyde,
and 2-hydroxy-4-nitrobenzoic acid,[25,37,39,40,74] which absorb light in the UV–vis wavelength range (Figure ). Therefore, during
the aging of naph-SOA, ring-retaining reactions introduce
more oxygenated and nitro functional groups, while ring-opening reactions
break the aromatic rings. In the PAM reactor, the NOx/VOC ratio increased
with the aging time (Figure ); thus, changes in the chemical composition and optical properties
of naph-SOA are affected by both the NOx/VOC ratio
and the aging time.
Effect of NOx/Naphthalene Ratio on the RI
As the aging
time for generation of naph-SOA is fixed (N00–N40),
the fNO increases with increasing
NOx/naphthalene ratio (Figure S4a), indicating
that the reactions produce an increasing amount of CHON products (Figure S7) by adding nitro groups to the oxidized
intermediates.[40] The imaginary part of
the RI for naph-SOA linearly increases with the NOx/naphthalene
ratio with a slope of 0.004 at 404 nm (Figure b). As the NOx/VOC ratio increases, more
RO2 will react with NO to produce nitro-organic compounds
(Table S1) that are highly absorbing. A
higher nitro-organic compound content under higher NOx/naphthalene
ratios was observed by HR-ToF-AMS (Figures S3 and S4) and HPLC-HRMS (Figure S7). Siemens et al.[55] have analyzed the
double-bond equivalent value (DBE) of the assigned species. They suggest
that the high DBE values of the CHON compounds retain the aromaticity
and are likely nitroaromatics. These nitroaromatic compounds have
an extended network of π bonds, and they possess additional
oxygenated functional groups, resulting in feasible light-absorbing
properties toward the longer wavelength range.[75−77] The real part
of the RI increases with increasing aging time and NOx/naphthalene
ratio, especially in the lower ranges (Figure a). An empirical expression relates the real
part of RI (n) positively to the molecular volume
(density (ρ) divided by the molecular weight (MW)) mean polarizability
(α) as followsThe mean polarizability can be estimated using
elemental composition.[78,79] It is positively correlated with
the number of atoms in a molecule. As the NOx/VOC increases, the mean
polarizability of naph-SOA increases and the density
remains constant, while the MW decreases, as indicated by the significant
decay of large molecules observed by Siemens et al.[55] Therefore, an increase of the real part of RI is expected
with the increase of the NOx/VOC ratio. At higher NOx/naphthalene
ratios, the increased prevalence of NOx promotes RO2 to
react more with NOx to form nitro-organic compounds than reacting
with another RO2 to produce larger molecules (e.g., ROOR).
Figure 5
RI (404
nm) changes as a function of the NOx/VOC ratio (a, b) and
aging time, which is represented by O/C (c, d). Blue markers indicate
the results from experiments N00–N40, which are conducted with
a fixed aging time but with different NOx/VOC ratios. Red markers
indicate results from experiments A08–A49, which were performed
with different aging times and NOx/VOC ratios. Brown markers represent
literature results at 405 nm for naph-SOA produced
without NOx under different aging times.[36]k obtained from experiment N40 was not included
in the fitting (panel b) due to the shorter aging time than N00–N20.
To constrain similar NOx/VOCs and O/C ratios for comparison, only
part of the results is included in the fitting, as shown in panels
(b)–(d).
RI (404
nm) changes as a function of the NOx/VOC ratio (a, b) and
aging time, which is represented by O/C (c, d). Blue markers indicate
the results from experiments N00–N40, which are conducted with
a fixed aging time but with different NOx/VOC ratios. Red markers
indicate results from experiments A08–A49, which were performed
with different aging times and NOx/VOC ratios. Brown markers represent
literature results at 405 nm for naph-SOA produced
without NOx under different aging times.[36]k obtained from experiment N40 was not included
in the fitting (panel b) due to the shorter aging time than N00–N20.
To constrain similar NOx/VOCs and O/C ratios for comparison, only
part of the results is included in the fitting, as shown in panels
(b)–(d).
Effect of Aging on the
RI
As the aging process proceeds
in the presence of NOx, more oxygenated functional groups are formed
and NOx participates in the reactions, leading to the production of
CHON compounds.[80] While the functionalization
can increase the light-absorbing ability of naph-SOA,
further oxidation causes ring-opening, leading to loss of aromaticity
and eventual loss of functional groups (fragmentation). Loss of aromaticity
is also going to contribute to the change in RI. Therefore, the overall
change of the chemical composition and optical properties of naph-SOA is a combined effect of functionalization and fragmentation.[81]Figure shows the RI measured by the PAS-CRD at 404 nm. As
the aging time increases (indicated by the O/C ratio), both the real
part and the imaginary part increase (Figure c,d). The n values show
a linear dependence on the O/C ratio of naph-SOA,
with a slope of Δ(n)/Δ(O/C) = 0.17 (R2 = 0.92). This is consistent with the finding
for the heterogeneous OH aging of squalene and azelaic acid aerosols.[82] These results suggest a dominant role of functionalization,
leading to an increase in the mean polarizability, which results in
higher n values. However, an opposite trend was observed
by Lambe et al., who found that n values decrease
with an increase in the O/C ratio of naph-SOA produced
without NOx.[36] Lambe et al. observed a
significant decrease in the H/C ratio of naph-SOA
although the O/C ratio increased with aging time, suggesting that
a significant fragmentation process dominated in their experiments.The k values at 404 nm linearly increase with
the O/C ratio of naph-SOA produced under different
aging times (Figure d). The magnitude of this increase is Δ(k)/Δ(O/C)
= 0.024. This increase is much more significant than that observed
for naph-SOA produced without NOx with similar O/C
ratios (slope of Δ(k)/Δ(O/C) = 0.0065
for SOA with the O/C ratio below 1.0), indicating the dominant role
of NOx in the absorption enhancement during aging. This is further
confirmed by the results shown in Figure b. For experiments performed with varying
aging times (A08–A49), the NOx/VOCs ratio also increased. The
magnitude of this increase is Δ(k)/Δ(NOx/VOC)
= 0.0043, which is similar to that of naph-SOA produced
with the same aging time but with different NOx/VOCs ratios (N00–N40,
Δ(k)/Δ(NOx/VOC) = 0.0041). This significant
absorption enhancement is governed by a strong-absorbing CHON chromophore
production under higher NOx/VOCs conditions, which promotes the RO2 + NO reactions (Table S1, Figures S3 and S7).
Atmospheric Implications
The broadband
refractive index
across the UV–vis wavelength range was obtained for the first
time for naph-SOA produced under atmospheric relevant
conditions. The imaginary parts of RI for naph-SOA
are comparable to those measured for SOA produced from OH oxidation
of typical anthropogenic VOCs and are substantially higher than those
measured for biogenic SOA. Since naphthalene is the most abundant
PAH in urban atmospheres and can produce SOA with high yields, naph-SOA has been identified as one of the major SOA sources
in urban areas by both model simulations[32] and ambient observations.[28] Considering
the prominent absorbing properties of naph-SOA and
its ubiquitous occurrence, we expect naph-SOA to
be a potential BrC source in urban atmospheres and also downwind from
such areas. Our lab results also provide valuable information that naph-SOA might help explain the previously observed prominent
secondary BrC in urban areas not affected by strong biomass burning
emissions.[12,83] Therefore, naph-SOA should be incorporated in models to better understand the atmospheric
BrC burden and its climate effects.MAC values obtained in this
study differ from those obtained for naph-SOA produced
under dry conditions, suggesting that relevant RH conditions are critical
for laboratory BrC studies. The broad range of MAC values also highlights
the important role of the NOx/VOC ratio and aging time on the SOA
optical properties. Chromophores typically assigned as biomass burning
markers (e.g., nitroaromatics, oxygenated PAHs) were also found in naph-SOA, demonstrating the need for comprehensive molecular-level
analysis for source apportionment and predictive understanding of
BrC in the atmosphere.We conclude that within the studied ranges,
both longer aging time
and a higher NOx/VOC ratio during naph-SOA formation
yield more light-absorbing nitroaromatic species, emphasizing the
influence of NOx emissions and photochemical aging on the evolution
of chemical and optical properties of aerosols from real-world anthropogenic
emissions. Our results indicate that elevated light absorption of
the SOA downwind cities can be observed due to naph-SOA aging under NOx conditions during the first few days of atmospheric
transport. This phenomenon was observed by Qin et al. at a suburban
site downwind of Guangzhou, China, where the light absorption of fresh
SOA was negligible, while aged SOA showed strong absorbing properties.[84] Unlike previous studies that tested the NOx
effect on the optical properties of SOA qualitatively using “high
NOx” and “low NOx/NOx-free” conditions, this
study provides a quantitative analysis of the impact of the NOx/VOC
ratio on the absorption of SOA. The imaginary part of RI increases
with the NOx/VOC ratio with a slope of 0.004 at 404 nm. We also quantified
the aging effect and found that the k of naph-SOA
linearly increases with the O/C ratio with a slope of 0.024. These
quantitative results are useful for models to accurately capture the
evolution of BrC in the ambient environment, therefore contributing
to an accurate description of the potential impacts of anthropogenic
emissions on the global radiative budget, air quality, and cloud feedbacks.[85]
Authors: Matthieu Riva; Sophie Tomaz; Tianqu Cui; Ying-Hsuan Lin; Emilie Perraudin; Avram Gold; Elizabeth A Stone; Eric Villenave; Jason D Surratt Journal: Environ Sci Technol Date: 2015-05-12 Impact factor: 9.028
Authors: Kyla Siemens; Ana Morales; Quanfu He; Chunlin Li; Anusha P S Hettiyadura; Yinon Rudich; Alexander Laskin Journal: Environ Sci Technol Date: 2022-03-01 Impact factor: 9.028
Authors: K E Kautzman; J D Surratt; M N Chan; A W H Chan; S P Hersey; P S Chhabra; N F Dalleska; P O Wennberg; R C Flagan; J H Seinfeld Journal: J Phys Chem A Date: 2010-01-21 Impact factor: 2.781
Authors: Hyun Ji Julie Lee; Paige Kuuipo Aiona; Alexander Laskin; Julia Laskin; Sergey A Nizkorodov Journal: Environ Sci Technol Date: 2014-08-19 Impact factor: 9.028
Authors: Jesse H Kroll; Jared D Smith; Dung L Che; Sean H Kessler; Douglas R Worsnop; Kevin R Wilson Journal: Phys Chem Chem Phys Date: 2009-07-07 Impact factor: 3.676