Subscriber access provided by UNIVERSITY OF ADELAIDE LIBRARIES
Article
Primary and secondary sources of gasphase organic acids from diesel exhaust Beth Friedman, Michael F. Link, S. Ryan Fulgham, Patrick Brophy, Abril A. Galang, William H. Brune, Shantanu H Jathar, and Delphine K. Farmer Environ. Sci. Technol., Just Accepted Manuscript • DOI: 10.1021/acs.est.7b01169 • Publication Date (Web): 21 Aug 2017 Downloaded from http://pubs.acs.org on August 22, 2017
Just Accepted “Just Accepted” manuscripts have been peer-reviewed and accepted for publication. They are posted online prior to technical editing, formatting for publication and author proofing. The American Chemical Society provides “Just Accepted” as a free service to the research community to expedite the dissemination of scientific material as soon as possible after acceptance. “Just Accepted” manuscripts appear in full in PDF format accompanied by an HTML abstract. “Just Accepted” manuscripts have been fully peer reviewed, but should not be considered the official version of record. They are accessible to all readers and citable by the Digital Object Identifier (DOI®). “Just Accepted” is an optional service offered to authors. Therefore, the “Just Accepted” Web site may not include all articles that will be published in the journal. After a manuscript is technically edited and formatted, it will be removed from the “Just Accepted” Web site and published as an ASAP article. Note that technical editing may introduce minor changes to the manuscript text and/or graphics which could affect content, and all legal disclaimers and ethical guidelines that apply to the journal pertain. ACS cannot be held responsible for errors or consequences arising from the use of information contained in these “Just Accepted” manuscripts.
Environmental Science & Technology is published by the American Chemical Society. 1155 Sixteenth Street N.W., Washington, DC 20036 Published by American Chemical Society. Copyright © American Chemical Society. However, no copyright claim is made to original U.S. Government works, or works produced by employees of any Commonwealth realm Crown government in the course of their duties.
Page 1 of 25
Environmental Science & Technology
1
Primary and secondary sources of gas-phase organic
2
acids from diesel exhaust
3
Beth Friedmanǂ, Michael F. Linkǂ, S. Ryan Fulghamǂ, Patrick Brophyǂ, Abril Galang¶,William H.
4
Bruneǁ, Shantanu H. Jathar¶, Delphine K. Farmer*ǂ
5
ǂ Department of Chemistry, Colorado State University, Fort Collins, CO, USA 80523-1872
6
¶ Department of Mechanical Engineering, Colorado State University, Fort Collins, CO, USA
7
80523-1872
8
ǁ Department of Meteorology, Pennsylvania State University, University Park, PA, USA 16802
9 10
ABSTRACT
11
Organic acids have primary and secondary sources in the atmosphere, impact ecosystem
12
health, and are useful metrics for identifying gaps in organic oxidation chemistry through model-
13
measurement comparisons. We photooxidized (OH oxidation) primary emissions from diesel and
14
biodiesel fuel types under two engine loads in an Oxidative Flow Reactor. Formic, butyric, and
15
propanoic acids, but not methacrylic acid, have primary and secondary sources. Emission factors
16
for these gas-phase acids varied from 0.3 – 8.4 mg kg-1 fuel. Secondary chemistry enhanced 1
ACS Paragon Plus Environment
Environmental Science & Technology
Page 2 of 25
17
these emissions by 1.1 (load) to 4.4 (idle) x after two OH-equivalent days. The relative
18
enhancement in secondary organic acids in idle versus loaded conditions was due to increased
19
precursor emissions, not faster reaction rates. Increased hydrocarbon emissions in idle conditions
20
due to less complete combustion (associated with less oxidized gas-phase molecules) correlated
21
to higher primary organic acid emissions. The lack of correlation between organic aerosol and
22
organic acid concentrations downstream of the flow reactor indicates that the secondary products
23
formed on different oxidation timescales and that despite being photochemical products, organic
24
acids are poor tracers for secondary organic aerosol formation from diesel exhaust. Ignoring
25
secondary chemistry from diesel exhaust would lead to underestimates of both organic aerosol
26
and gas-phase organic acids.
27
INTRODUCTION
28
Primary particle emissions from on- and off-road diesel sources are a significant fraction of the
29
total aerosol budget, particularly in urban regions1, impacting human health and climate.2,
30
Diesel engines account for a substantial fraction (up to 75%) of the total fine particle matter
31
(PM2.5) from mobile sources in the US.4 However, primary emissions are not the only way in
32
which engine emissions impact air quality. Primary emissions from engine exhaust can
33
contribute to secondary organic aerosol (SOA) by the oxidation of gas-phase species (via
34
functionalization reactions) to produce lower-volatility products that partition to form SOA.5, 6
35
Primary emissions may also be oxidized to higher-volatility products (via fragmentation
36
reactions). These products may be more (e.g. SOA, HNCO) or less toxic than their parent
37
compounds.
38
directly relevant to air quality and health,11, 12 with few examining the impacts of photochemical
39
aging.1, 13, 30
7-10
3
Online studies of gas-phase engine emissions typically focus on a few species
2
ACS Paragon Plus Environment
Page 3 of 25
Environmental Science & Technology
40
Oxidation of hydrocarbons by OH radicals produces an array of products with numerous
41
functional groups, including carboxylic acids (-C(O)OH). These functional groups act as weak
42
acids, which influence not only the pH of precipitation,16,17 but potentially contribute to acid
43
deposition in remote regions,14 and could influence ecosystem health.15, 16 Some larger organic
44
acids have adequately low volatility to contribute to SOA formation, while the lower molecular
45
weight organic acids can act as a sink for OH radicals in the aqueous-phase and influence
46
chemistry in cloud droplets, contributing to SOA formation from multiphase chemistry.17-20 The
47
budget of small organic acids provides insight into our understanding of oxidation chemistry.
48
Specifically, multiple studies of the formic acid budget have shown missing sources of this
49
organic acid,14, 21, 22 while measurements have suggested sink reactions may also be more rapid
50
than previously considered.23
51
Engine exhaust is a known primary source of organic acids to the atmosphere.24-26
52
Secondary production of organic acids emitted from engine exhaust, however, are rarely
53
reported. One study in Los Angeles indicated that secondary organic acid sources could be
54
substantial in urban environments.24, 26 Further, recent work has indicated a large photochemical
55
secondary source of formic acid missing from current models.22 While sources of formic acid are
56
primarily biogenic,14,
57
contribute to the formic acid budget and account for model-measurement discrepancies.
21, 22
poorly characterized anthropogenic sources of formic acid may
58
Butyric (H8C4O2), propanoic (H6C3O2) and methacrylic (H6C4O2) acids are even more
59
poorly understood than formic acid. Butyric and propanoic acids are emitted by motor vehicle
60
exhaust and have been measured in urban air masses.7,
61
suggest photochemical production of butyric and propanoic acids in urban air masses.29
62
Methacrylic acid is known to be produced from the oxidation of isoprene30 and methacrolein,31, 32
26-28
Correlations with nitric acid also
3
ACS Paragon Plus Environment
Environmental Science & Technology
63
though other potential VOC precursors remain unstudied. Measurements in an urban plume
64
suggest a possible urban photochemical source.29
65
Because emissions vary substantially between different engine conditions and fuel types
66
7, 33, 34
67
Further, fuel types, engines, and gas and particle losses differ among experiments 34. In order to
68
build larger datasets that better describe primary emissions and secondary production of the
69
current vehicle fleet, more studies are needed to capture emission trends from a single engine
70
while varying parameters such as engine load and fuel type. In particular, we note a lack of
71
comparisons between diesel and biodiesel fuel. In this study, we track the photochemical aging
72
of primary particle- and gas-phase emissions from an off-road diesel engine. We report the
73
primary emission factors and secondary production of four small organic acids (formic acid,
74
butyric acid, propanoic acid, and methacrylic acid) as a function of photochemical age, fuel type,
75
and engine load condition. We express both primary emissions and secondary production on a
76
per fuel burned basis to directly compare the importance of primary emissions against
77
atmospheric chemistry as a function of photochemical age. We assess the photochemical
78
secondary production of these organic acids, and examine how different engine conditions
79
impact the total organic aerosol concentrations as a function of oxidation.
, large data sets that represent the entire in-use on- and off-road vehicle fleet are lacking.
80 81
EXPERIMENTAL
82
Experiments took place at Colorado State University’s Engines and Energy Conversion
83
Laboratory in June 2015.35 A four-cylinder, turbocharged, intercooled, heavy-duty 4.5 L, 175 hp
84
John Deere 4045 H Powertech Plus diesel engine generated primary gas- and particle-phase
85
emissions. This engine meets the Tier III/Stage IIIA emissions standards for non-road engines 4
ACS Paragon Plus Environment
Page 4 of 25
Page 5 of 25
Environmental Science & Technology
86
and is representative of engines found in skid-steer loaders and tractors. This study does not
87
include newer Tier IV emissions technologies, such as Diesel Particle Filters, Diesel Oxidation
88
Catalysts, and Selective Catalytic Reduction. The engine ran on an engine dynamometer with
89
diesel and biodiesel fuels to generate exhaust under both steady-state idle and 100% engine load
90
operating conditions (which translates to 50% engine load operating conditions at altitude).
91
Sourced locally, the diesel fuel was commercial, nonroad, ultralow-sulfur diesel. Biodiesel fuel
92
(B100) was sourced from Emergent Green Energy (Minneola, KS), and produced from soy. The
93
engine exhaust was diluted in a 300 L stainless steel dilution sampler for 10 minutes with HEPA
94
and activated charcoal filtered room air to achieve dilution ratios of 45-110. Dilution ratios were
95
chosen based on CO2 measurements, following Lipsky and Robinson 36. Diluted engine exhaust
96
was sampled from the center of the dilution sampler in order to minimize losses to the dilution
97
tank walls. Engine exhaust was subsequently diluted further for the gas and particle
98
measurements by factors of 26-31 and 3-6, respectively.
99 100
Oxidative Flow Reactor
101
Diluted raw exhaust was aged in an Oxidative Flow Reactor (OFR, flow rate 7-8 sLpm) at a
102
range of atmospheric oxidation timescales. Described in detail elsewhere,8,
103
13.3 L cylindrical continuous-flow aluminum chamber with input flows such that the residence
104
time was approximately 100 seconds. One UV lamp (254 nm and 185 nm light emission)
105
generates OH radicals; OH radical concentration is controlled by the UV light intensity via the
106
voltage applied to the lamp. To account for the high external OH reactivity (defined as the sum
107
of the products of concentrations of externally introduced OH-consuming species and their
108
respective reaction rates with OH) of the engine exhaust,38-40 OH concentrations in the OFR were 5
ACS Paragon Plus Environment
35, 37
the OFR is a
Environmental Science & Technology
109
calculated from our previous estimates of the external OH reactivity for these experiments35
110
following Peng et al.’s model (see Link et al. for more details).8,38 OH exposure ranged from 0 -
111
9.2 x 107 molecules-h cm-3, equivalent to 0 - 2 OH days of photochemical aging assuming an
112
average daily OH concentration of 1.5 x 106 molecules cm-3.41 The engine exhaust provided high
113
amounts of external OH reactivity that did not adhere to traditional methods of calibrating the
114
OFR, and thus the OH exposures should be taken as estimated ranges and not as absolute
115
numbers. Raw exhaust was exposed to each OH exposure step for 20 minutes to allow sufficient
116
time for the particle and gas-phase concentrations to stabilize and account for transport through
117
the tubing. The equilibration time in the OFR is longer than the OFR residence time at organic
118
aerosol concentrations less than 100 µg m-3. At higher organic aerosol concentrations we assume
119
the OFR is in equilibrium.35
120
According to results reported in Peng et al. (2016), SOA yields could be decreased more than
121
20% by photolysis at 185 and 254 nm if photon flux and quantum yields are high. Given the
122
photon fluxes employed in our system, we do not expect a significant impact of photolysis on
123
SOA yields or oxidation intermediates (reactions with OH dominate over photolysis).
124
Destruction by photolysis could impact a few aromatic VOCs (i.e., benzene, naphthalene), yet
125
the lower UV lamp settings likely limits photolysis interference on the oxidation compounds of
126
interest. Given that our study did have high external OH reactivity, dilution of the engine exhaust
127
likely aided in reducing the importance of non-OH oxidants, as recommended in Peng et al
128
(2016).
129 130
Gas- and particle-phase measurements
6
ACS Paragon Plus Environment
Page 6 of 25
Page 7 of 25
Environmental Science & Technology
131
Primary and secondary gas-phase species were measured with high-resolution time-of-flight
132
(HR-TOF) chemical ionization mass spectrometry with an acetate reagent ion (hereafter referred
133
to as acetate-CIMS).42, 43 The acetate-CIMS consists of a reduced pressure ion-molecule reaction
134
region coupled to an atmospheric pressure interface HR-TOF.23, 44 The instrument was operated
135
in negative ion mode with a mass range of 3-500 m/Q; data analysis used Tofware and followed
136
previous procedures.23 Reported concentrations were based on calibrations for the sensitivities of
137
four organic acids: butyric acid (0.030 ± 0.002), formic acid (0.25 ± 0.03), methacrylic acid
138
(0.050 ± 0.004), and propanoic acid (0.060 ± 0.005), in units of normalized counts per second
139
per ppb (ncps ppb-1). Non-refractory particles were measured with an Aerodyne high-resolution
140
time-of-flight aerosol mass spectrometer (AMS).45 Data analysis used the software package
141
PIKA with recently updated elemental analysis parameterizations.46
142 143
Emission Factor Determination
144
Fuel-based emission factors (EFs, mg organic acid/kg fuel) were calculated by8:
145
=
146
Concentrations of the organic acid species are in units of mg cm-3 and concentrations of CO
147
and CO2 are in units of g cm-3. Ci refers to the carbon mass fraction of the fuel (850 gC/kg diesel
148
fuel and 770 gC/kg biodiesel fuel); MWCO2 and MWCO refer to the molecular weights (g/mol) of
149
CO2 and CO, respectively. AWC is the atomic weight of carbon (g/mol). Concentrations from
150
all photochemical ages were used to determine the extent of primary and secondary production at
151
a given photochemical age from the combustion of a known amount of fuel. We report the
[ ] [ ] (
[] )
(1)
7
ACS Paragon Plus Environment
Environmental Science & Technology
152
secondary production in order to provide a quantitative comparison between primary emissions
153
and secondary chemistry.
154 155
RESULTS & DISCUSSION
156
Primary and secondary sources of organic acids
157
Primary emission factors were much larger for formic acid than butyric, propanoic, or
158
methacrylic acid (Figure 1 and Table 1). While primary emission factors were similar for
159
biodiesel and diesel fuel types, they varied significantly with engine condition with idle
160
conditions producing 2 – 4 x greater emission factors than loaded conditions. While few studies
161
have investigated primary emissions of organic acids in urban environments, propanoic acid
162
emissions (0.3-2.3 mg kg-1) determined from this study are lower than a previous measurement
163
utilizing a light-duty engine: Wentzell et al. reported a primary emission factor of propanoic acid
164
for light-duty diesel vehicle exhaust ranging from 3-60 mg propanoic acid per kg fuel, depending
165
on the driving mode7, compared to our measurements of 0.3-2.3 mg kg-1 for an off-road diesel
166
engine. For comparison, during our experiments, total hydrocarbon emission factors were 20-34
167
g kg-1 and 1.3-5 g kg-1 for idle and load engine conditions, respectively.35 The 4 – 26 x greater
168
hydrocarbon emissions for idle than loaded conditions can account for the relative difference in
169
organic acid emissions (i.e. higher at idle than at load). However, organic acids form a smaller
170
fraction of total hydrocarbon emissions for idle (0.08±0.05%) than for load (0.27±0.15%)
171
conditions, suggesting that the organic acid primary emissions cannot be merely scaled as a
172
fraction of hydrocarbon emissions. The difference in chemical composition of emitted
173
hydrocarbons – the more complete combustion of loaded conditions producing more oxidized
8
ACS Paragon Plus Environment
Page 8 of 25
Page 9 of 25
Environmental Science & Technology
174
gas-phase species than idle – may contribute to slightly more efficient formation of organic acids
175
in the exhaust.
176
Secondary production factors for formic, butyric, and propanoic acids increase 1.1 to 4.4-fold
177
with < 2.5 equivalent days of photochemical atmospheric aging (Table 1, Figure 1). This
178
enhancement was largest for idling engine conditions. Summer studies in urban environments
179
have suggested that secondary, photochemical sources of small organic acids are important.22, 26
180
However, a wintertime study in London found no evidence for a significant secondary source of
181
formic acid,47 suggesting that oxidant loadings also impact the extent of secondary formation,
182
consistent with Figure 1. Concentrations of methacrylic acid did not change significantly as a
183
function of oxidative age, indicating a negligible photochemical diesel source of this acid. We
184
emphasize the correlation between oxidant loadings and secondary formation to provide
185
comparisons against the few studies that report secondary sources22,
186
extrapolation to model output.
26, 47
and for future
187
To quantify the organic acid precursor source and oxidation kinetics, we fit the photochemical
188
production of each organic acid as a function of OH exposure time (Table 2, Figure 1). Note that
189
because diesel and biodiesel secondary production factors were so similar and to increase the
190
sample size, we did not separate the fits by fuel type, and instead fit the data separately only by
191
engine load assuming pseudo first-order kinetics:48
192
= + 1 − ! "#[$]% &
193
The resulting fit from equation 2 provides the magnitude of precursor emissions (y0 - A, mg kg-
(2)
194
1
) and the rate constant of the precursor with OH (k, cm3 molec-1 s-1). This fit equation assumes
195
the initial OH reaction is the rate-limiting step. Methacrylic acid is excluded from this analysis
196
because photochemical production was small, uncertainties in emissions factors were high and 9
ACS Paragon Plus Environment
Environmental Science & Technology
Page 10 of 25
197
the resulting fits were poor (r2 < 0.7 between the observed and fit emission ratios). The oxidation
198
rate constants for each organic acid are similar for both engine conditions and fuel types — the
199
differences lie in the magnitude of precursor emissions. The fits suggest that organic acid
200
precursor emission rates are 3 – 4x larger for idle engine conditions than load engine conditions.
201
This scaling of organic acid precursor emissions is slightly narrower and at the lower end of the
202
range in total organic gas emission enhancements for idle versus load engine conditions. The
203
oxidation kinetics for production of the four acids range from (5.9 – 18) x 10-12 cm3 molec-1 s-1,
204
and are consistent with reported rate constants for the reactions of OH with anthropogenic
205
hydrocarbons, such as n-hexane and n-decane (5.20 x 10-12 and 1.1 x 10-11 cm3 molec-1 s-1,
206
respectively).49 Thus, the differences in the initial oxidation levels under loaded versus idle
207
conditions due to completeness of combustion do not substantially impact the rate of secondary
208
organic acid production.
209 210
SOA production
211
The change in precursor emissions as a function of engine load impacts secondary production
212
of not only organic acids, but also of organic aerosol. Loaded conditions emit less unburned fuel
213
due to more complete combustion, contributing to different primary compositions and thus
214
different extents of gas-phase organic oxygenation with oxidation.7,
215
intermediate volatility organic compounds from raw primary exhaust have been shown to be
216
higher at idle conditions.33, 50, 52 The fits of photochemical production of organic acids described
217
above suggest the idling conditions produce not only more primary organic acids, but also more
218
precursors for secondary formation of organic acids, than loaded conditions; however, this raises
219
the question of the extent to which hydrocarbon precursor emissions impact secondary organic 10
ACS Paragon Plus Environment
33, 50, 51
Both volatile and
Page 11 of 25
Environmental Science & Technology
220
aerosol formation, and the extent to which organic acids can be used as tracers for this chemistry.
221
While the differences in photochemical aging in each experiment varied due to the high but
222
variable OH reactivities present, Figure 2a demonstrates that the enhancement in organic aerosol
223
due to secondary chemistry was consistently larger for idle conditions than for loaded conditions
224
– a similar trend to the organic acids described above. Also similar to patterns in the organic
225
acids, primary emissions and secondary production of organic aerosol were indistiguishable for
226
biodiesel and diesel fuels.
227
The carbon in organic aerosol is 0.06-1.4% of that in CO + CO2 for idle conditions, and 0.03-
228
0.34% for loaded conditions (both fuel types). The carbon in C1-C4 organic acids is only 0.08-
229
0.2% of the carbon in CO+CO2 for idle conditions and 0.07-0.13% for loaded conditions. Thus,
230
as expected, both organic aerosol and short-chain organic acids are small carbon reservoirs.
231
However, both forms of organic carbon can have large implications to human health on short
232
timescales. Particles impact respiratory and cardiovascular health; for example, fine particulate
233
concentrations of 30 µg m-3 can potentially increase mortality rates by up to 30%.53 The organic
234
acids and other emitted reactive organic carbon in the gas-phase spurs chain initiation of ozone
235
production, particularly in urban environments, which are typically NOx-saturated. The relatively
236
large secondary formation of SOA and organic acids relative to primary emissions observed in
237
these experiments emphasizes the importance of considering secondary chemistry of vehicle
238
exhaust to avoid underestimating human health impacts from particulate matter and ozone from
239
transport-related sources.
240
To gain further insight in the relative importance of secondary production of organic acids
241
versus aerosol from diesel exhaust, we examine the bulk properties of the detected gas and
242
particle phases. The AMS provides a quantitative measurement of the elemental composition of 11
ACS Paragon Plus Environment
Environmental Science & Technology
Page 12 of 25
243
bulk non-refractory aerosol, while the acetate CIMS provides only a qualitative metric. To obtain
244
elemental composition of organic compounds in the gas-phase, we use the full suite of organic
245
species detected by acetate-CIMS, which we define as any ions containing C, H and O atoms
246
(hereafter referred to as CHO species). The elemental composition of each ion is weighted by ion
247
signal to calculate elemental ratios of C, H and O. This gas-phase elemental composition is
248
qualitative due to uncertainties around the variance in instrument sensitivity and the assumption
249
that each molecule is detected with uniform sensitivity by acetate-CIMS.54 Trends in
250
composition (i.e. increases or decreases in oxygenation) are robust, as interferences from ion-
251
molecule clustering or variance in sensitivity should not systematically affect the relative
252
direction of changes in total gas-phase elemental composition. Both particles and gases exhibit
253
increased O:C and decreased H:C ratios with increased OH exposure (see color bar).
254
Interestingly, the O:C of both primary organic aerosol and organic acidic gas emissions is higher
255
for idle than loaded conditions in these experiments, despite the fact that combustion under
256
loaded conditions should be more complete and thus more oxidized. While the different
257
photochemical ages in each experiment make the comparison less obvious, experiments do have
258
higher O:C (and lower H:C) values in both the gas- and particle-phase for idle (closed marker)
259
engine conditions versus loaded (open marker) engine conditions at a given photochemical age
260
(Figure 2b). For example, the particle phase O:C (H:C) shifts from 0.05 (2.1) at 0 days of
261
equivalent OH aging to 0.45 (1.67) for 2.2 days of equivalent OH aging; the gas-phase acid O:C
262
(H:C) shifted from 1.1 (1.9) to 1.9 (1.1) during the same experiment. This greater degree of
263
oxygenation correlates with the total organic aerosol concentration: under idle conditions, the
264
engine emissions generate more SOA than under loaded conditions (Figure 2a). Interestingly, the
265
bulk properties of both engine loads and both fuel types overlap and follow the same trajectory in 12
ACS Paragon Plus Environment
Page 13 of 25
Environmental Science & Technology
266
elemental composition, suggesting that the chemistry of the combustion engine follows a similar
267
chemical trajectory as the chemistry in the OFR in both the gas and particle phase. The O:C
268
ratios observed in the gas-phase are greater than in the particle phase but fall within a much
269
narrower dynamic range; this could be due to instrument artifacts from the acetate-CIMS and the
270
narrow window of gas-phase molecules observed (i.e. the bias towards carboxylic acids, which
271
are more oxygenated than other functional groups), or could represent a real trend in the gas-
272
phase products of combustion to highly oxidized and relatively volatile products. Further
273
investigation with more quantitative metrics is warranted.
274 275 276
ATMOSPHERIC IMPLICATIONS
277
Formic acid closely followed nitric acid (HNO3) during 2013 summertime field measurements
278
in Brent, AL as part of the Southern Oxidant and Aerosol Study, with high correlations (r2 =
279
0.78).22, 23 This correlation was used as evidence that formic acid was driven by OH chemistry in
280
that biogenic-dominated system, and that formic acid had a comparable lifetime to HNO3.23
281
Here, we see similarly strong correlations (r2 = 0.7 – 0.9) between HNO3 and formic, butyric and
282
propanoic acids (Figure 3ab, Figure S5). The correlation between HNO3 and methacrylic acid is
283
weak (r2 = 0.4), confirming the lack of a significant photochemical source of that acid from
284
diesel exhaust. OH-driven production of formic, butyric and propanoic acids thus likely occurs in
285
urban environments influenced by diesel emissions. However, the OFR provides a measurement
286
of photochemical production with little influence of dry deposition or other loss factors expected
287
in the ambient environment..
13
ACS Paragon Plus Environment
Environmental Science & Technology
Page 14 of 25
288
While these small organic acids are well correlated with HNO3, they are less well correlated
289
with organic aerosol concentrations (r2 = 0.1-0.6; Figure 3c,d; Figure S5). Although the binned
290
data looks visually similar to Figures 3a and b, points at low aerosol concentrations skew the
291
correlation. This suggests that SOA production occurs on a different timescale from the
292
photochemical formation of formic, butyric, and propanoic acids. The rate of gas-phase
293
oxidation of engine emissions is fast (5.9 – 18 x 10-12 cm3 molec-1 s-1, Table 2), while the time to
294
partition to the particle phase and establish equilibrium takes longer.55 While the utility of OFRs
295
to study SOA formation is under debate
296
SOA formation may occur (albeit to a lesser extent) in the ambient atmosphere. This highlights
297
the limitation of using only equilibrium considerations, rather than kinetics, to accurately model
298
SOA growth in an OFR.
38, 39, 56
, this lagtime between gas-phase oxidation and
299
Fuel type (diesel vs biodiesel) did not impact the organic aerosol mass concentrations or gas-
300
phase organic acid chemistry. However, different engine loads produced different amounts of
301
both primary and secondary organic acids and aerosol. The primary emissions of both gas-phase
302
acids and particle-phase organics correlate with differences in total hydrocarbon emissions,
303
although loaded conditions produce relatively more organic acid per hydrocarbon than idle
304
conditions. This would be consistent with different combustion cycles for the idle versus load
305
engine conditions producing not only different amounts of precursor emissions, but also slightly
306
less oxidized hydrocarbons. However, we note that the bulk O:C ratios of both the CIMS and
307
AMS measurements contradict this idea, as they are higher for idle than loaded conditions. The
308
fit parameters from organic acid emission factors and secondary production factors as a function
309
of OH exposure time suggest that the magnitude of precursor emissions (i.e. y-intercepts) are
310
greater for idle conditions than loaded conditions (Table 2). The relative magnitudes of these 14
ACS Paragon Plus Environment
Page 15 of 25
Environmental Science & Technology
311
precursor emissions for idle versus loaded conditions (idle precursor emissions are 4-6 x larger
312
than loaded conditions) were different from the relative magnitude of total hydrocarbon
313
emissions (idle precursor emissions are 4-26 x larger than loaded conditions), suggesting that the
314
level of oxidation in hydrocarbon precursors (controlled by the completeness of combustion,
315
higher in loaded conditions than idle) also influences the secondary production of organic acids.
316
That is, the extent of oxidation and magnitude of the precursor mix does not alter the chemical
317
pathways that ultimately produce carboxylic acids. This is different from the formation of
318
secondary organic aerosol in this system. The organic aerosol oxidation chemistry in the OFR
319
follows similar trajectories in terms of elemental composition (O:C and H:C) for the different
320
engine loads despite different precursor emissions – the more complete combustion of load
321
engine conditions merely starts the OFR oxidation process at a more oxidized point along the
322
trajectory than the less complete combustion of idle engine conditions. The evolution of
323
elemental ratios during OFR oxidation appears similar to the combustion chemistry. Consistent
324
with this interpretation, Jathar et al.19 determined that SOA yields from different loaded
325
conditions and fuel types were similar across OA mass concentrations and precursor emission
326
magnitudes.
327
Observations of small organic acids are useful metrics by which to test our understanding of
328
oxidation chemistry using model-measurement comparison. The observations described herein
329
point to not only a primary source of these compounds from diesel exhaust, but also a complex
330
secondary source with hydrocarbon precursors that do not linearly follow changes in
331
hydrocarbon emissions. Recent studies suggest a large missing source of formic acid on both
332
global and regional scales.22,
333
formic acid from anthropogenic sources such as diesel engine exhaust could be a relevant source
24, 26
Our measurements imply that photochemical production of
15
ACS Paragon Plus Environment
Environmental Science & Technology
Page 16 of 25
334
of formic acid in urban environments. For the California South Coast Air Basin region, we
335
estimate 40 kg/day of formic acid emitted from non-road diesel engines and up to 1000 kg/day of
336
formic acid formed including the photochemical enhancement of formic acid emission factors
337
over 10 hours of aging. This estimate is based on the measured formic acid:CO concentration
338
ratio in this study (0.07 mmol formic acid mol CO-1) and CO emissions from non-road diesel
339
vehicles (619,000 kg/day57). Sources of formic acid, including both direct emission and in situ
340
formation, at a coastal site in Southern California were estimated at 31,600 kg/day.58 Satellite
341
measurements suggest 1 x 1011 kg of formic acid are produced globally per year from forest
342
emissions.14 Photochemical sources of formic acid from diesel exhaust may be one contribution
343
to formic acid concentrations in urban regions or regions of low biogenic emissions. However,
344
the secondary formic acid source from diesel exhaust is insufficient to account for the
345
discrepancy between modelled and measured formic acid concentrations.
346
Previous studies have suggested a secondary anthropogenic source of formic, butyric, and
347
propanoic acids,24, 26 and the experiments described herein validate this hypothesis and constrain
348
their formation rates. The production of secondary organic acids does not directly correlate with
349
the production of secondary organic aerosol, suggesting that the OH-driven formation of formic
350
acid operates at a different timescale from the production of organic aerosol, at least in this diesel
351
exhaust OFR experiment. This highlights the necessity for separate tracers for these processes,
352
despite both being driven by OH photochemistry of hydrocarbon emissions: while the
353
hydrocarbon precursors for both organic aerosol and acids correlate with the total primary
354
hydrocarbon emissions, different subsets of those emissions may drive production rates. These
355
experiments highlight the importance of including both primary and secondary anthropogenic
356
sources in budgets of these lower molecular weight organic acids, although these sources may 16
ACS Paragon Plus Environment
Page 17 of 25
Environmental Science & Technology
357
change in the future with emerging engine technologies (i.e., diesel particulate filters, selective
358
catalytic reduction). Our measurements also confirm that methacrylic acid does not have a strong
359
primary or secondary anthropogenic source from diesel exhaust, and may remain an adequate
360
tracer for biogenic sources (i.e., isoprene and monoterpene oxidation). Measurements of
361
methacrylic acid in urban regions may be due to nearby biogenic sources or transport of biogenic
362
oxidation products, or non-diesel anthropogenic sources.
363
364 365
Table 1. Ranges for both primary emission factors and secondary production factors of formic,
366
butyric, propanoic, and methacrylic acids. Ranges of secondary production factors as a function
367
of photochemical age are shown within the parentheses, while the primary emission factor is
368
shown outside the parentheses.
369 370
Table 2. Fit parameters of the emission factors for formic, butyric and propanoic acid as a
371
function of OH exposure time to equation 2 for either idle or loaded conditions. Biodiesel and 17
ACS Paragon Plus Environment
Environmental Science & Technology
Page 18 of 25
372
diesel conditions are grouped together due to their similar emissions pattern. The primary
373
emission factor (mg kg-1) is taken as the difference between y0 (mg kg-1) and A (mg kg-1). The
374
precursor emission factor (mg kg-1) is taken as the y-intercept y0. The rate constant k is in units
375
of cm3 molec-1 s-1. r2 values refer to the correlation between the observed emission factors and
376
the fit emission factors from equation 2.
377 378
Figure 1. Average emission factors and secondary production for formic (a), butyric (b),
379
propanoic (c), and methacrylic (d) acids from a diesel engine as a function of oxidative age. Blue
380
points refer to diesel fuel, red points refer to biodiesel fuel; circles refer to idle engine conditions
381
and triangles refer to loaded engine conditions. Error bars represent the standard deviation of the
382
mean. The dashed line indicates the fit from Equation 2; fit parameters are shown in Table 2.
383
18
ACS Paragon Plus Environment
Page 19 of 25
Environmental Science & Technology
384 385
Figure 2. a) Organic aerosol mass enhancement (total organic aerosol / primary organic aerosol
386
concentration) as a function of estimated photochemical age. Colors indicate fuel type (blue and
387
red for diesel and biodiesel, respectively), and the symbols indicate engine condition (circles and
388
triangles for idle and load, respectively). Error bars represent standard deviation of the mean for
389
2 experiments for each fuel type and load condition. b) The Van Krevelen diagram of the bulk
390
organic aerosol (AMS) and gas-phase (acetate-CIMS) elemental ratios for one representative
391
experiment for each fuel type and engine load. The color indicates estimated photochemical age
392
(OH equivalent days). Black symbols refer to zero-OH oxidation.
393 394
19
ACS Paragon Plus Environment
Environmental Science & Technology
395
Page 20 of 25
.
396 397 398
Figure 3. Correlations of formic acid and propanoic acid with nitric acid (a,b) and organic
399
aerosol (c,d). The color of each point represents the estimated photochemical age (OH equivalent
400
days). Each point and error bar represents an average and standard deviation of the signals for all
401
experiments under all engine conditions and fuel types (n = 7).
402
ASSOCIATED CONTENT
20
ACS Paragon Plus Environment
Page 21 of 25
Environmental Science & Technology
403
Supporting Information. Figures and text describing the percent contribution of the four
404
organic acids to the measured organic aerosol concentrations, estimated mass concentrations of
405
the CHO species measured in the CIMS, and correlations of butyric and methacrylic acids with
406
nitric acid and organic aerosol are shown in the Supporting Information. This material is
407
available free of charge via the Internet at http://pubs.acs.org.
408
AUTHOR INFORMATION
409
Corresponding Author
410
*E-mail:
[email protected] 411
Author Contributions
412 413
The manuscript was written through contributions of all authors. All authors have given approval to the final version of the manuscript.
414 415
ACKNOWLEDGEMENT
416
This worked was funded by an Arnold and Mabel Beckman Young Investigator Award (DKF)
417
and Colorado State University (SJ). We thank Kirk Evans, Liam Lewane and Nathan Reed for
418
support. Data can be acquired per request to the corresponding author.
419 420 421 422 423 424
REFERENCES 1. Gentner, D. R.; Isaacman, G.; Worton, D. R.; Chan, A. W. H.; Dallmann, T. R.; Davis, L.; Liu, S.; Day, D. A.; Russell, L. M.; Wilson, K. R.; Weber, R.; Guha, A.; Harley, R. A.; Goldstein, A. H., Elucidating secondary organic aerosol from diesel and gasoline vehicles through detailed characterization of organic carbon emissions. Proc. Natl. Acad. Sci. U. S. A. 2012, 109, (45), 18318-18323.
21
ACS Paragon Plus Environment
Environmental Science & Technology
425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471
Page 22 of 25
2. Sydbom, A.; Blomberg, A.; Parnia, S.; Stenfors, N.; Sanstrom, T.; Dahlen, S.-E., Health effects of diesel exhaust emissions. Eur. Resp. J. 2001, 17, 733-746. 3. Laumbach, R. J.; Kipen, H. M., Respiratory health effects of air pollution: update on biomass smoke and traffic pollution. J. Allergy Clin. Immunol. 2012, 129, (1), 3-11. 4. Dallmann, T. R.; Harley, R. A., Evaluation of mobile source emission trends in the United States. J. Geophys. Res., [Atmos.] 2010, 115, (D14305), doi:10.1029/2010JD013862. 5. Kroll, J. H.; Smith, J. D.; Che, D. L.; Kessler, S. H.; Worsnop, D. R.; Wilson, K. R., Measurement of fragmentation and functionalization pathways in the heterogeneous oxidation of oxidized organic aerosol. Phys. Chem. Chem. Phys. 2009, 11, 8005-8014. 6. Jimenez, J. L.; Canagaratna, M. R.; Donahue, N. M.; Prevot, A. S. H.; Zhang, Q.; Kroll, J. H.; DeCarlo, P. F.; Allan, J. D.; Coe, H.; Ng, N. L.; Aiken, A. C.; Docherty, K. S.; Ulbrich, I. M.; Grieshop, A. P.; Robinson, A. L.; Duplissy, J.; Smith, J. D.; Wilson, K. R.; Lanz, V. A.; C. Hueglin, e. a., Evolution of Organic Aerosols in the Atmosphere. Science 2009, 326, (5959), 1525-1529. 7. Wentzell, J. J. B.; Liggio, J.; Li, S.-M.; Vlasenko, A.; Staebler, R.; Lu, G.; Poitras, M.-J.; Chan, T.; Brook, J. R., Measurements of gas phase acids in diesel exhaust: a relevant source of HNCO? Environ. Sci. Technol. 2013, 47, 7663-7671. 8. Link, M. F.; Friedman, B.; Fulgham, R.; Brophy, P.; Galang, A.; Jathar, S. H.; Veres, P.; Roberts, J. M.; Farmer, D. K., Photochemistry of diesel fuel emissions form a large secondary source of isocyanic acid (HNCO). Geophys. Res. Lett. 2016, 43, (8), 4033-4041. 9. Nel, A., Air Pollution-Related Illness: Effects of Particles. Science 2005, 308, (5723), 804-806. 10. Spracklen, D. V.; Jimenez, J. L.; Carslaw, K. S.; Worsnop, D. R.; Evans, M. J.; Mann, G. W.; Zhang, Q.; Canagaratna, M. R.; Allan, J.; Coe, H.; McFiggans, G.; Rap, A.; Forster, P., Aerosol mass spectrometer constraint on the global secondary organic aerosol budget. Atmos. Chem. Phys. 2011, 11, 12109-12136. 11. Adam, T. W.; Chirico, R.; Clairotte, M.; Elsasser, M.; Manfredi, U.; Martini, G.; Sklorz, M.; Streibel, T.; Heringa, M. F.; DeCarlo, P. F.; Baltensperger, U.; Santi, G. D.; Krasenbrink, A.; Zimmermann, R.; Prevot, A. S. H.; Astorga, C., Application of modern online instrumentation for chemical analysis of gas and particulate phases of exhaust at the european commission heavy-duty vehicle emission laboratory. Anal. Chem. 2011, 83, (1), 67-76. 12. Dallmann, T. R.; DeMartini, S. J.; Kirchstetter, T. W.; Herndon, S. C.; Onasch, T. B.; Wood, E. C.; Harley, R. A., On-road measurement of gas and particle phase pollutant emission factors for individual heavy-duty diesel trucks. Environ. Sci. Technol. 2012, 46, 8511-8518. 13. Gentner, D. R.; Worton, D. R.; Isaacman, G.; Davis, L. C.; Dallman, T. R.; Wood, E. C.; Herndon, S. C.; Goldstein, A. H.; Harley, R. A., Chemical composition of gas-phase organic carbon emissions from motor vehicles and implications for ozone production. Environ. Sci. Technol. 2013, 47, 11837-11848. 14. Stavrakou, T.; Muller, J.-F.; Peeters, J.; Razavi, A.; Clarisse, L.; Clerbaux, C.; Coheur, P.-F.; Hurtmans, D.; Maziere, M. D.; Vigouroux, C.; Deutscher, N. M.; Griffith, D. W. T.; Jones, N.; Paton-Walsh, C., Satellite evidence for a large source of formic acid from boreal and tropical forests. Nature Geoscience 2011, 5, 26-30. 15. Sverdrup, L. E.; Kallqvist, T.; Kelley, A. E.; Furst, C. S.; Hagen, S. B., Comparative toxicity of acrylic acid to marine and freshwater microalgae and the significance for environmental effects assessments. Chemosphere 2001, 45, 653-658. 16. Himanen, M.; Prochazka, P.; Hanninen, K.; Oikari, A., Phytotoxicity of low-weight carboxylic acids. Chemosphere 2012, 88, 426-431. 17. Daniel J. Jacob, S. C. W., Photochemistry of biogenic emissions over the Amazon forest. J. Geophys. Res., [Atmos.] 1988, 93, (D2), 1477-1486. 18. Galloway, J. N.; Likens, G. E.; Keene, W. C.; Miller, J. M., The composition of precipitation in remote areas of the world. J. Geophys. Res., [Atmos.] 1982, 87, 8771-8786.
22
ACS Paragon Plus Environment
Page 23 of 25
472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517
Environmental Science & Technology
19. Keene, W. C.; Galloway, J. N., Organic acidity in precipitation of North America. Atmos. Environ. 1984, 18, 2491-2497. 20. Lim, Y. B.; Tan, Y.; Perri, M. J.; Seitzinger, S. P.; Turpin, B. J., Aqueous chemistry and its role in secondary organic aerosol (SOA) formation. Atmos. Chem. Phys. 2010, 10, 10521-10539. 21. Paulot, F.; Wunch, D.; Crounse, J. D.; Toon, G. C.; Millet, D. B.; DeCarlo, P. F.; Vigouroux, C.; Deutscher, N. M.; Abad, G. G.; Notholt, J.; Warneke, T.; Hannigan, J. W.; Warneke, C.; Gouw, J. A. d.; Dunlea, E. J.; Maziere, M. D.; Griffith, D. W. T.; Bernath, P.; Jimenez, J. L.; Wennberg, P. O., Importance of secondary sources in the atmospheric budgets of formic and acetic acids. Atmos. Chem. Phys. 2011, 11, 1989-2013. 22. Millet, D. B.; Baasandorj, M.; Farmer, D. K.; Thornton, J. A.; Baumann, K.; Brophy, P.; Chaliyakunnel, S.; Gouw, J. A. d.; Graus, M.; Hu, L.; Koss, A.; Lee, B. H.; Lopez-Hilfiker, F. D.; Neuman, J. A.; Paulot, F.; Peischl, J.; Pollack, I. B.; Ryerson, T. B.; Warneke, C.; Williams, B. J.; Xu, J., A large and ubiquitous source of atmospheric formic acid. Atmos. Chem. Phys. 2015, 15, 6283-6304. 23. Brophy, P.; Farmer, D. K., A switchable reagent ion high resolution time-of-flight chemical ionization mass spectrometer for real-time measurement of gas phase oxidized species: characterization from the 2013 Southern Oxidant and Aerosol Study. Atmos. Meas. Tech. 2015, 8, 2945-2959. 24. Yuan, B.; Veres, P. R.; Warneke, C.; Roberts, J. M.; Gilman, J. B.; Koss, A.; Edwards, P. M.; Graus, M.; Kuster, W. C.; Li, S.-M.; Wild, R. J.; Brown, S. S.; Dube, W. P.; Lerner, B. M.; Williams, E. J.; Johnson, J. E.; Quinn, P. K.; Bates, T. S.; Lefer, B.; Hayes, P. L.; Jimenez, J. L.; Weber, R. J.; Zamora, R.; Ervens, B.; Millet, D. B.; Rappengluck, B.; Gouw, J. A. d., Investigation of secondary formation of formic acid: urban environment vs. oil and gas producing region. Atmos. Chem. Phys. 2015, 15, 1975-1993. 25. Kawamura, K.; Kaplan, I. R., Motor exhaust emissions as a primary source for dicarboxylic acids in Los Angeles ambient air. Environ. Sci. Technol. 1987, 21, (1), 105-110. 26. Veres, P. R.; Roberts, J. M.; Cochran, A. K.; Gilman, J. B.; Kuster, W. C.; Holloway, J. S.; Graus, M.; Flynn, J.; Lefer, B.; Warneke, C.; Gouw, J. d., Evidence of rapid production of organic acids in an urban air mass. Geophys. Res. Lett. 2011, 38, (L17807), doi:10.1029/2011GL048420. 27. Kawamura, K.; Steinberg, S.; Kaplan, I. R., Homologous series of C1 - C10 monocarboxylic acids and C1 - C6 carbonyls in Los Angeles air and motor vehicle exhausts. Atmos. Environ. 2000, 34, 4175-4191. 28. Nolte, C. G.; Fraser, M. P.; Cass, G. R., Gas Phase C2 - C10 Organic Acids Concentrations i the Los Angeles Atmosphere. Environ. Sci. Technol. 1999, 33, 540-545. 29. Veres, P. R.; Roberts, J. M.; Cochran, A. K.; Gilman, J. B.; Kuster, W. C.; Holloway, J. S.; Graus, M.; Flynn, J.; Lefer, B.; Warneke, C.; de Gouw, J., Evidence of rapid production of organic acids in an urban air mass. Geophys. Res. Lett. 2011, 38, L17807, doi:10.1029/2011GL048420. 30. Orzechowska, G. E.; Paulson, S. E., Photochemical sources of organic acids. 1. Reaction of ozone with isoprene, propene, and 2-butenes under dry and humid conditions using SPME. J. Phys. Chem. A 2005, 109, (24), 5358-5365. 31. Chien, C. J.; Charles, M. J.; Sexton, K. G.; Jeffries, H. E., Analysis of airborne carboxylic acids and phenols as their pentafluorobenzyl derivatives: Gas chromatography ion trap mass spectrometry with a novel chemical ionization reagent, PFBOH. Environ. Sci. Technol. 1998, 32, (2), 299-309. 32. Calvert, J. G.; Mellouki, A.; Orlando, J. J.; Pilling, M. J.; Wallington, T. J., The mechanisms of atmospheric oxidation of the oxygenates. Oxford University Press, Inc.: New York, 2011. 33. Cross, E. S.; Sappok, A. G.; Wong, V. W.; Kroll, J. H., Load-dependent emission factors and chemical characteristics of IVOCs from a medium-duty diesel engine. Environ. Sci. Technol. 2015, 49, (22), 13483-13491. 34. Gentner, D. R.; Jathar, S. H.; Gordon, T. D.; Bahreini, R.; Day, D. A.; Haddad, I. E.; Hayes, P. L.; Pieber, S. M.; Platt, S. M.; Gouw, J. d.; Goldstein, A. H.; Harley, R. A.; Jimenez, J. L.; Prevot, A. S. H.;
23
ACS Paragon Plus Environment
Environmental Science & Technology
518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564
Page 24 of 25
Robinson, A. L., Review of Urban Secondary Organic Aerosol Formation from Gasoline and Diesel Motor Vehicle Emissions. Environ. Sci. Technol. 2017, 51, (3), 1074-1093. 35. Jathar, S. H.; Friedman, B.; Galang, A. A.; Link, M. F.; Brophy, P.; Volckens, J.; Eluri, S.; Farmer, D. K., Linking Load, Fuel, and Emission Controls to Photochemical Production of Secondary Organic Aerosol from a Diesel Engine. Environ. Sci. Technol. 2016, 51, 1377-1386. 36. Lipsky, E. M.; Robinson, A. L., Effects of dilution on fine particle mass and partitioning of semivolatile organics in diesel exhaust and wood smoke. Environ. Sci. Technol. 2006, 40, (1), 155-162. 37. Kang, E.; Root, M. J.; Toohey, D. W.; Brune, W. H., Introducing the concept of Potential Aerosol Mass (PAM). Atmos. Chem. Phys. 2007, 7, (5727-5744). 38. Li, R.; Palm, B. B.; Ortega, A. M.; Hlywiak, J.; Hu, W.; Peng, Z.; Day, D. A.; Knote, C.; Brune, W. H.; Gouw, J. A. d.; Jimenez, J. L., Modeling the Radical Chemistry in an Oxidation Flow Reactor: Radical Formation and Recycling, Sensitivities, and the OH Exposure Estimation Equation. J. Phys. Chem. A 2015, 119, 4418-4432. 39. Peng, Z.; Day, D. A.; Stark, H.; Li, R.; Palm, B. B.; Brune, W. H.; Jimenez, J. L., HOx radical chemistry in oxidation flow reactors with low-pressure mercury lamps systematically examined by modeling. Atmos. Meas. Tech. 2015, 8, 4863-4890. 40. Ortega, A. M.; Day, D. A.; Cubison, M. J.; Brune, W. H.; Bon, D.; Gouw, J. A. d.; Jimenez, J. L., Secondary organic aerosol formation and primary organic aerosol oxidation from biomass-burning smoke in a flow reactor during FLAME-3. Atmos. Chem. Phys. 2013, 13, (22), 11551-11571. 41. Mao, J.; Ren, X.; Brune, W. H.; Olson, J. R.; Crawford, J. H.; Fried, A.; Huey, L. G.; Cohen, R. C.; Heikes, B.; Singh, H. B.; Blake, D. R.; Sachse, G. W.; Diskin, G. S.; Hall, S. R.; Shetter, R. E., Airborne measurement of OH reactivity during INTEX-B. Atmos. Chem. Phys. 2009, 9, 163-173. 42. Veres, P.; Roberts, J. M.; Warneke, C.; Welsh-Bon, D.; Zahniser, M.; Herndon, S.; Fall, R.; Gouw, J. d., Development of Negative-Ion Proton-Transfer Chemical-Ionization Mass Spectrometry (NI-PT-CIMS) for the Measurement of Gas-Phase Organic Acids in the Atmosphere. Int. J. Mass Spectrom. 2008, 274, (1-3), 48-55. 43. Yatavelli, R. L. N.; Lopez-Hilfiker, F.; Wargo, J. D.; Kimmel, J. R.; Cubison, M. J.; Bertram, T. H.; Jimenez, J. L.; Gonin, M.; Worsnop, D. R.; Thornton, J. A., A Chemical Ionization High-Resolution Time-ofFlight Mass Spectrometer Coupled to a Micro Orifice Volatilization Impactor (MOVI-HRToF-CIMS) for Analysis of Gas and Particle-Phase Organic Species. Aerosol Sci. Technol. 2012, 46, 1313-1327. 44. Lee, B. H.; Lopez-Hilfiker, F. D.; Mohr, C.; Kurten, T.; Worsnop, D. R.; Thornton, J. A., An IodideAdduct High-Resolution Time-of-Flight Chemical-Ionization Mass Spectrometer: Application to Atmospheric Inorganic and Organic Compounds. Environ. Sci. Technol. 2014, 48, 6309-6317. 45. DeCarlo, P. F.; Kimmel, J. R.; Trimborn, A.; Northway, M. J.; Jayne, J. T.; Aiken, A. C.; Gonin, M.; Fuhrer, K.; Horvath, T.; Docherty, K. S.; Worsnop, D. R.; Jimenez, J. L., Field-Deployable, High-Resolution, Time-of-Flight Aerosol Mass Spectrometer. Anal. Chem. 2006, 78, (24), 8281-8289. 46. Canagaratna, M. R.; Jimenez, J. L.; Kroll, J. H.; Chen, Q.; Kessler, S. H.; Massoli, P.; Ruiz, L. H.; Fortner, E.; Williams, L. R.; Wilson, K. R.; Surratt, J. D.; Donahue, N. M.; Jayne, J. T.; Worsnop, D. R., Elemental ratio measurements of organic compounds using aerosol mass spectrometry: characterization, improved calibration, and implications. Atmos. Chem. Phys. 2015, 15, 253-272. 47. Bannan, T. J.; Bacak, A.; Muller, J. B. A.; Booth, A. M.; Jones, B.; Breton, M. L.; Leather, K. E.; Ghalaieny, M.; Xiao, P.; Shallcross, D. E.; Percival, C. J., Importance of direct anthropogenic emissions of formic acid measured by a chemical ionisation mass spectrometer (CIMS) during the Winter CleafLo Campaign in London, January 2012. Atmos. Environ. 2014, 83, 301-310. 48. Jathar, S. H.; Heppding, C.; Link, M. F.; Farmer, D. K.; Akherati, A.; Kleeman, M. J.; Gouw, J. A. d.; Veres, P. R.; Roberts, J. M., Investigating Diesel Engines as an Atmospheric Source of Isocyanic Acid in Urban Areas. Atmos. Chem. Phys. 2017, 17, 8959-8970.
24
ACS Paragon Plus Environment
Page 25 of 25
565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592
Environmental Science & Technology
49. Atkinson, R., Kinetics of the gas-phase reactions of OH radicals with alkanes and cycloalkanes. Atmos. Chem. Phys. 2003, 3, 2233-2307. 50. Jobson, B. T.; Alexander, M. L.; Maupin, G. D.; Muntean, G. G., On-line analysis of organic compounds in diesel exhaust using a proton transfer reaction mass spectrometer (PTR-MS). Int. J. Mass Spectrom. 2005, 245, 78-89. 51. Karjalainen, P.; Timonen, H.; Saukko, E.; Kuuluvainen, H.; Saarikoski, S.; Aakko-Saksa, P.; Murtonen, T.; Maso, M. D.; Ahlberg, E.; Svenningsson, B.; Brune, W. H.; Hillamo, R.; Keskinen, J.; Ronkko, T., Time-resolved characterization of primary and secondary particle emissions of a modern gasoline passenger car. Atmos. Chem. Phys. 2016, 16, 8559-8570. 52. Zhao, Y.; Nguyen, N. T.; Presto, A. A.; Hannigan, C. J.; May, A. A.; Robinson, A. L., Intermediate Volatility Organic Compound Emissions from On-Road Diesel Vehicles: Chemical Composition, Emission Factors, and Estimated Secondary Organic Aerosol Production. Environ. Sci. Technol. 2015, 49, (19), 11516-11526. 53. Dockery, D. W.; III, C. A. P.; Xu, X.; Spengler, J. D.; Ware, J. H.; Fay, M. E.; Benjamic G. Ferris, J.; Speizer, F. E., An association between air pollution and mortality in six U.S. cities. N. Engl. J. Med. 1993, 329, (24), 1753-1759. 54. Brophy, P.; Farmer, D. K., Clustering, methodology, and mechanistic insights into acetate chemical ionization using high-resolution time-of-flight mass spectrometry. Atmos. Meas. Tech. 2016, 9, 3969-3986. 55. Shiraiwa, M.; Seinfeld, J. H., Equilibration timescale of atmospheric secondary organic aerosol partitioning. Geophys. Res. Lett. 2012, 39, (24), doi:10.1029/2012GL054008. 56. Bruns, E. A.; Haddad, I. E.; Keller, A.; Klein, F.; Kumar, N. K.; Pieber, S. M.; Corbin, J. C.; Slowik, J. G.; Brune, W. H.; Baltensperger, U.; Prevot, A. S. H., Inter-comparison of laboratory smog chamber and flow reactor systems on organic aerosol yield and composition. Atmos. Meas. Tech. 2015, 8, 2315-2332. 57. California Environmental Protection Agency Air Resources Board (2013), Almanac emission projection data: 2015 estimated annual average emissions. 58. Grosjean, D., Formic acid and acetic acid: Emissions, atmospheric formation, and dry deposition at two southern California locations. Atmos. Environ. 1992, 26, (18), 3279-3286.
593 594
For Table of Contents Only
595
25
ACS Paragon Plus Environment