The presence or absence of liquid-liquid phase separation (LLPS) in aerosol particles containing oxidized organic species and inorganic salts affects particle morphology and influences uptake into, diffusion through, and reactivity within those particles. We report here an accessible method, similar to ice core analyses, using solutions that are relevant for both aerosol chemical systems and aqueous two-phase extraction systems and contain ammonium sulfate and one of eight alcohols (methanol, ethanol, 1-propanol, 2-propanol, 2-butaonol, 3-methyl-2-butanol, 1,2-propanediol, or 1,3-propanediol) frozen in articulated (bendable) straws to probe LLPS. For alcohols with negative octanol-water partitioning coefficient (K OW) values and O/C ratios ≥0.5, no LLPS occurs, while for alcohols with positive K OW values and O/C ratios ≤0.33, phase separation always occurs, both findings consistent with observations using different experimental techniques. When a third species, glyoxal, is added, the glyoxal stays in the aqueous phase, regardless of whether LLPS occurs. When phase separation occurs, the glyoxal forms a strong intermolecular interaction with the sulfate ion, red-shifting the ν3(SO4 2-) peak by 15 cm-1. These results provide evidence of chemical interactions within phase-separated systems that have implications for understanding chemical reactivity within those, and related, systems.
The presence or absence of liquid-liquid phase separation (LLPS) in aerosol particles containing oxidized organic species and inorganic salts affects particle morphology and influences uptake into, diffusion through, and reactivity within those particles. We report here an accessible method, similar to ice core analyses, using solutions that are relevant for both aerosol chemical systems and aqueous two-phase extraction systems and contain ammonium sulfate and one of eight alcohols (methanol, ethanol, 1-propanol, 2-propanol, 2-butaonol, 3-methyl-2-butanol, 1,2-propanediol, or 1,3-propanediol) frozen in articulated (bendable) straws to probe LLPS. For alcohols with negative octanol-water partitioning coefficient (K OW) values and O/C ratios ≥0.5, no LLPS occurs, while for alcohols with positive K OW values and O/C ratios ≤0.33, phase separation always occurs, both findings consistent with observations using different experimental techniques. When a third species, glyoxal, is added, the glyoxal stays in the aqueous phase, regardless of whether LLPS occurs. When phase separation occurs, the glyoxal forms a strong intermolecular interaction with the sulfate ion, red-shifting the ν3(SO4 2-) peak by 15 cm-1. These results provide evidence of chemical interactions within phase-separated systems that have implications for understanding chemical reactivity within those, and related, systems.
Aerosol particles include
substantial organic and inorganic fractions,[1] and this ever-changing internal chemical mixture
frequently leads to liquid–liquid phase separation (LLPS).
Morphology changes brought on by the onset or loss of LLPS affect
partitioning to, diffusion through, and reactivity within a particle.[2−4] LLPS can also alter a particle’s optical properties and ability
to act as a cloud condensation nucleator.[5] Understanding the physical and chemical changes that aerosol particles
undergo as they age and their associated morphologies is important
for our ability to better model the climate.[6]A relatively recent body of both aerosol[7−20] and aqueous, two-phase extraction (ATPE)[21−23] literature
has explored LLPS in mixed organic/inorganic systems. Among the variables
found to affect the formation of LLPS on the particle scale are chemical
composition and relative humidity. Other related studies use particle
imaging techniques such as optical tweezers[16] or cryo-TEM[17] to probe bulk structure
in particles and droplets.[24] While bulk
analyses offer an overview of a particle, probing the boundary between
phases or intraparticle organization requires zooming in on the internal
composition. The options for investigating these structures and relationships
are more limited, though important work has been done using surface-enhanced[18] and confocal[19,20] Raman. In
an example of the latter, Wu et al.[19] probed
different spatial regions of glutaric acid/magnesium sulfate droplets
and found a clear LLPS at high relative humidity with an organic shell
and salt-rich core. Song et al.[9−11,25] have also found that when LLPS occurs for aqueous-based particles
containing organic and inorganic components, the inner layer is predominantly
water-rich. We report here a simple method that, while lacking the
micrometer vertical resolution of confocal Raman, can probe core–shell
compositional information using instrumentation and equipment accessible
to nearly any laboratory or educational institution.
Results and Discussion
Presented below is a method, similar to ice core analyses, for
mapping solution composition as a function of depth using FTIR-ATR
spectroscopy on small slices (6 mm diameter, ∼1–1.5
mm thick, 0.05–0.06 mL) of flash-frozen articulated (bendable)
straws, which probes LLPS and related phase boundary conditions in
aqueous solutions containing a salt and an organic species that mimic
both brown carbon aerosol chemistry[26,26−31] and ATPE systems[23] along with analyzing
intrasolution structural motifs that may be operative in core–shell
particle morphologies. The solutions we use contain 3.0 M ammonium
sulfate and 1.0 M concentration of one of eight alcohols (methanol,
ethanol, 1-propanol, 2-propanol, 1,2-propanediol, 1,3-propanoediol,
2-butanol, and 3-methyl-2-butanol). The solutions are frozen and chopped
into between 30 and 40 slices, depending on the alcohol, before analysis
with FTIR-ATR spectroscopy. Representative IR spectra for slices from
two different solutions are shown in Figure . In panels A and B, the presence of alcohol
IR peaks throughout the solution indicates that 1,2-propanediol is
fully miscible and the solution lacks phase separation. However, spectra
of the 1-propanol solution presented in panels C and D indicate the
presence of LLPS. The separation can be seen in the differences between
the topmost slices, with an alcohol peak (at 964 cm–1) matching that from the neat alcohol and the lack of sulfate peaks
at either 1074 or 610 cm–1, and in the rest of the
solution slices where no alcohol peaks exist. Thus, when LLPS forms
in these systems, the organic phase sits exclusively at the top of
the solution with the salty aqueous phase below.
Figure 1
IR spectra for different
depths in an articulated straw for 3.0
M ammonium sulfate solutions containing (a) 1.0 M 1,2-propanediol,
(b) a close up of the 1,2-propanediol peak used for analysis, (c)
1.0 M 1-propanol, and (d) a close up of the 1-propanol peak used for
analysis (slice 32 has been omitted due to an instrumental error).
In each case, the spectra have been processed using a water background.
Slices shown run from the bottom of the straw (slice 1) to the top
(slice 31 of 33 for (a) and slice 36 of 36 for (c)). The sloped behavior
is a consequence of background subtraction—layers with substantially
less water content than the background appear with sloped intensity
profiles.
IR spectra for different
depths in an articulated straw for 3.0
M ammonium sulfate solutions containing (a) 1.0 M 1,2-propanediol,
(b) a close up of the 1,2-propanediol peak used for analysis, (c)
1.0 M 1-propanol, and (d) a close up of the 1-propanol peak used for
analysis (slice 32 has been omitted due to an instrumental error).
In each case, the spectra have been processed using a water background.
Slices shown run from the bottom of the straw (slice 1) to the top
(slice 31 of 33 for (a) and slice 36 of 36 for (c)). The sloped behavior
is a consequence of background subtraction—layers with substantially
less water content than the background appear with sloped intensity
profiles.An alternate way to visualize
solution chemical composition versus
depth is accomplished by comparing cleanly resolved spectral features
for the alcohols and ammonium sulfate throughout a single solution. Figure shows such a visualization
(along with Figures S1–S5), with
plots of the integrated peak areas of two cleanly resolved peaks for
each slice from a frozen straw. We typically used the sulfate ν4(SO42–) band, peaked here at
610 cm–1 with a FWHM of 30 cm–1,[32] and whichever alcohol peak was the
most cleanly resolved in the fingerprint region. The qualitative results
are robust and do not depend on the specific IR feature chosen for
analysis (see Figure S1, both the ν4(SO42–) peak at 610 cm–1 and the ν4(NH4+) peak at
1440 cm–1 behave the same). The information extracted
from the straw slices exposes an interesting feature of LLPS solutions
because the small volumes and large number of slices allow us to probe
the transition region between phases. The abrupt phase boundary can
be seen in panel D of Figure (slices 34–35), finishing completely within slice
34, as slice 33 shows no obvious alcohol IR peaks. Also shown in panel
D of Figure are differential
comparisons between slice 1 (the bottom of the straw) and two intermediate
slices, numbers 33 and 25 (all slices below 25 show identical behavior)
that highlight the lack of a decreasing alcohol concentration as a
function of distance from top of straw. A similar differential analysis
(not shown) using the ammonium sulfate reference spectrum gives an
identical result, showing that the alcohol can indeed be found only
in the top fraction. An aqueous/organic transition region can be seen
in the four other alcohols that exhibit LLPS (see Figures S2, S3, and 3). While the very
top of the solution (the full organic phase, slice 36, Figure panel D and Figure panel B) appears to contain
no ammonium sulfate, as observed in similar systems,[14] the transition layer carries information on the relationship
between the two phases. There is no, for example, evidence of peak
shifting in the transition region for either alcohol or sulfate, at
least for these binary solutions, suggesting that the two species
do not replace water interactions for sulfate–alcohol interactions
(see Figure S6). Further work with higher
resolution methods exploring this transition layer will be informative
for understanding if, for example, the alcohol “pushes”
the ammonium sulfate out of the way or out-competes it for water solvation.
Figure 2
Integrated
peak areas for solutions of an alcohol (1,2-propanediol
(a) and 1-propanol (b)) and ammonium sulfate as a function of solution
depth (with slice 1 corresponding to the bottom of the straw).
Figure 3
Integrated peak areas for solutions of an alcohol (1,2-propanediol
(a) and 3-methyl-2-butanol (b)), ammonium sulfate, and glyoxal as
a function of solution depth (with slice 1 corresponding to the bottom).
Integrated
peak areas for solutions of an alcohol (1,2-propanediol
(a) and 1-propanol (b)) and ammonium sulfate as a function of solution
depth (with slice 1 corresponding to the bottom of the straw).Integrated peak areas for solutions of an alcohol (1,2-propanediol
(a) and 3-methyl-2-butanol (b)), ammonium sulfate, and glyoxal as
a function of solution depth (with slice 1 corresponding to the bottom).Whether a solution will exhibit LLPS appears to
depend on both
the octanol–water partition coefficient (KOW) and the O/C ratio. Of note, even though we find that
the organic layer sits on top of the aqueous salt layer, this is not
driven by density, as seen in Table , but rather it is likely due to the energy of interaction
differences that favor alcohol–alcohol over alcohol–other
interactions. Negative KOW values correspond
to a lack of LLPS, and positive KOW values
correspond to the presence of LLPS. The ability of the partition coefficient
to predict LLPS formation is particularly relevant for systems containing
molecules with no oxygen atoms (such as imidazole, as discussed later).
While none of the solutions here contain an octanol phase, the hydrophobicity
or hydrophilicity of the alcohol, indicated by the sign of KOW,[33,34] clearly relates to
whether LLPS forms, and the extent of this predictability is an avenue
of ongoing research. This LLPS dependence on the O/C ratio of the
added organic species for ammonium sulfate/organic mixtures has been
the subject of numerous studies.[9−12,15] These diverse experiments
show that separation tends to occur for systems containing species
with O/C ratios less than 0.44, never occurs for systems containing
species with O/C ratios above 0.8, and is salt-dependent for intermediate
O/C ratios. In broad agreement, we find that solutions with no LLPS
have alcohol O/C ratios of 0.5 or larger, while solutions with LLPS
have alcohol O/C ratios less than 0.5, as summarized in the table,
and the capability of our solutions in frozen and sliced straws to
recapture this known behavior is a useful test of the straw method.
Table 1
Alcohol Physical Properties and Miscibility
Results for 3.0 M Aqueous Ammonium Sulfate Solutions Containing 1.0
M Alcohol
alcohol
1,3-propanediol
1,2-propanediol
methanol
ethanol
2-propanol
1-propanol
2-butanol 3-methyl-2-butano
miscible? separable?
alcohol fully miscible
alcohol separates from the ammonium
sulfate layer
density (g/mL)
1.06
1.036
0.792s
0.789
0.786
0.803
0.806
0.818
log(Korg/w)
–1.04a
–0.92a
–0.74b
–0.30b
0.05b
0.25b
0.65b
1.28b
O/C ratio
0.667
0.667
1
0.5
0.333
0.333
0.25
0.2
Ref (24).
Ref (25).
Ref (24).Ref (25).A specific example of
the usefulness of the sliced straw data,
beyond merely identifying the presence or absence of LLPS, comes from
how it may help explain our previous, bulk-phase kinetic data for
aqueous ammonium sulfate solutions containing 3-methyl-2-butanol and
glyoxal.[35] We posited that changes to the
solvation environment upon addition of alcohol could create microregions
of aggregated alcohol molecules in the bulk solution that excluded
glyoxal and ammonium sulfate, the relevant reactants in the formation
of imidazole-2-carboxaldehyde (IC) and biimidazole (BI), two components
of brown carbon aerosol. In effect, these microregions would decrease
the volume available to the reactants. The stratification data reported
here cannot confirm or deny the presence of specific microheterogeneities
themselves in the original solution, though they can tell when a glyoxal/ammonium
sulfate/alcohol system exhibits LLPS and provide information on intrasolution
interactions. As seen in Figure , if the alcohol forms no LLPS with ammonium sulfate
(panel A, 1,2-propanediol); then, the glyoxal is fully miscible, but
if the alcohol leads to LLPS formation (panel B, 3-methyl-2-butanol),
the glyoxal stays in the ammonium sulfate layer.The addition
of glyoxal does not appear to alter whether or not
LLPS forms, though it offers an important lesson for understanding
more complicated solutions. Glyoxal miscibility follows ammonium sulfate—regardless
of the alcohol—due to strong intermolecular interactions that
depend appreciably on the sulfate concentration, and thus, miscibility
should be insensitive to the alcohol.[36] The alcohol, and thus the presence or absence of LLPS can, however,
still affect the glyoxal–sulfate interaction, as seen in the
gradual decrease in glyoxal concentration in Figure panel B, as a function of solution depth.
A detailed view of this decrease can be seen in the spectra in Figure . When glyoxal is
present in the 3-methyl-2-butanol and ammonium sulfate solution (panel
A), there is a related peak shift for ν3(SO42–) (centered at 1074 cm–1 in
the reference spectrum). At the bottom of the straw, glyoxal is overrepresented
and a complexation with the sulfate ion causes a shift in the sulfate
peak. Just below the alcohol layer (slices 25–29 in panel A),
there is less glyoxal present and the sulfate peak has shifted approximately
15 cm–1 to higher energy, to be in line with the
reference position. The position of the ν4(NH4+) peak, at 1450 cm–1, does not
shift, indicating no comparable glyoxal–ammonium interaction;
the reaction partner for glyoxal is ammonia, not ammonium, so this
lack of interactivity makes sense.[28,35,37] When no glyoxal is present, as seen in panel B, no
sulfate peak shift is observed. Kurtén et al.[36] attribute the strength of the glyoxal–sulfate interaction
to a “salting in” effect. When no LLPS forms, as in
solutions with 1,2-propanediol (panel A of Figure ), the glyoxal–sulfate interaction
is broken up by the presence of alcohol throughout the solution (see Figure S6), and no sulfate peak shift occurs.
Phase separation in the 3-methyl-2-butanol system excludes both glyoxal
and ammonium sulfate from the topmost layers, resulting in an ammonium
sulfate/glyoxal layer that is nearly 17% smaller in volume than if
no alcohol was present. The increased reactant concentrations in this
smaller volume increases the rate of product formation (for both IC
and BI), even though the rate constants stay largely unchanged across
the studied concentration range.[35]
Figure 4
IR spectra
for different depths in an articulated straw for 3.0
M ammonium sulfate solutions containing 3-methyl-2-butanol. The solution
in panel A also contains 0.095 M glyoxal, while panel B does not.
The inset of panel A shows a close up of the glyoxal peak used for
analysis, at 1033 cm–1.
IR spectra
for different depths in an articulated straw for 3.0
M ammonium sulfate solutions containing 3-methyl-2-butanol. The solution
in panel A also contains 0.095 M glyoxal, while panel B does not.
The inset of panel A shows a close up of the glyoxal peak used for
analysis, at 1033 cm–1.Evidence of LLPS can inform our understanding of reactivity, though
further work with glyoxal-containing solutions is needed. The same
kinetic work[35] found that methanol and
ethanol behave similarly to 3-methyl-2-butanol for IC production,
with flat rate constants as a function of concentration. In contrast
to 3-methyl-2-butanol, however, methanol and ethanol have concentration-dependent
rate constants for BI formation. Both BI and imidazole—the
first heterocycle formed—have negative octanol–water
partition coefficients,[38] while IC has
a positive KOW.[39] Further work is needed to explore where these compounds sit within
aged reaction solutions and whether new or additional layers form
during aging. Characterizing how a solution changes internally as
it ages will be useful for understanding the chemistry of formation
of light-absorbing compounds in secondary organic aerosol mixtures
containing oxidized hydrocarbons.Despite the substantial size,
volume, and surface area differences
of these straw-based solutions versus atmospheric aerosol, and given
previous observations consistent with the present work that find organics
tend to partition to the outer layer while inorganics to the aqueous
core,[9,11,19,40,41] reframing the tubes
into the context of a sphere (see Figure S7) offers several useful insights. For example, a spherical particle
of 50 nm radius with an alcohol layer representing 10% of the total
volume (similar percentage to that observed in the straw data) can
be calculated to have an outer layer of approximately 17 Å. This
thickness corresponds to between 3 (for 3-methyl-2-butanol) and 5
(for methanol) monolayers of alcohol at the surface of the particle,
though this is best thought of as an upper bound for the shell thickness.
Aerosol particles have a much larger surface area than a bulk solution
confined to a straw, and given the volatility of the alcohols, evaporative
losses (which we suppress in our bulk solutions, see below) that alter
the size and composition of the organic layer are likely to occur.
Assuming a core–shell morphology, reasonable given the substituents,[16] an outer organic layer is likely to affect a
number of surface processes.[42,43] Isoprene epoxide (IEPOX)
uptake into an aerosol was reduced in the presence of a particle with
an organic coating,[43] surface tension was
reduced for particles with organic surface coatings,[16] and bulk diffusion time scales increased with increasing
phase separation.[42]Another key variable
that controls particle morphology and the
formation and loss of LLPS in aerosol systems is the relative humidity
(RH).[19,44,45] A mixed organic/inorganic
particle, at high RH, is generally found to be homogeneous, transitioning
to a phased system and different particle morphology states as the
RH decreases. The bulk solution method reported here, as such, is
not directly comparable with RH studies on single particles, at least
in terms of measuring under what particle-scale conditions LLPS forms.
Akin to the confocal Raman work of Wu et al. to map spectral differences
between the core and shell of a drying droplet,[19] however, the work presented above is a window into the
intrasolution interactions that may drive observed particle morphology
and properties, for morphologies that exhibit similar solution stratification.
The glyoxal concentration gradient seen in Figure , for example, suggests that under conditions
when a particle exhibits a core–shell morphology, glyoxal is
likely to be concentrated away from the outer organic layer, and this
has direct implications on understanding intraparticle reactivity.
Conclusions
The straw technique presented here offers a robust way to probe
for the presence of LLPS in aqueous organic–salt systems. By
using aerosol- and separation science-relevant chemical mixtures,
the method can be used to connect bulk-phase laboratory observations
to particle-scale studies of similar systems and phenomena. In addition
to the ability of this method to confirm known solution behavior—that
LLPS forms when the O/C ratio of
the organic component is approximately 0.5 or larger—the ability
to freeze the solutions captures a moment in time. Taking this kind
of a snapshot of a solution, for example as part of a kinetic experiment,
can bring to light subtle differences in the way solution components
organize themselves (such as the presence or absence of strong glyoxal–sulfate
interactions along with LLPS), organization that can affect chemical
reactivity, and also allows for studying the boundary region between
phases in an LLPS system. Additional applications of this technique
for visualizing intrasolution organization could include capturing
ammonium sulfate salting out at high alcohol concentrations and analyzing
the effect of alcohol (or other oxidized organic substituent) concentration
on a system already exhibiting LLPS—relevant for ATPE work.
In a nonaerosol application, this method could be an alternate way
to build phase diagrams,[46] one that eliminates
the perturbation introduced by sampling via syringes. These proposed
uses should further our understanding of LLPS systems and the relationship
between the chemical composition and solution structure within an
aerosol particle.
Experimental Methods
Glyoxal (Sigma
Aldrich, 40% by weight in H2O), ammonium
sulfate (Sigma Aldrich, 99.0%), methanol (Pharmco-Aaper, 99.8%), ethanol
(Pharmco-Aaper, 99.5%), 1-propanol (Sigma Aldrich, 99.5%), 2-propanol
(Sigma Aldrich, 99.5%), 2-butanol (Sigma Aldrich, 99.5%), 3-methyl-2-butanol
(Sigma Aldrich, 98%), 1,2-propanediol (Sigma Aldrich, 99.5%), and
1,3-propanediol (Sigma Aldrich, 98%) were used without further purification.
All solutions were prepared in ultrapure water (18.2 MΩ, Thermo
Scientific Barnstead NANOpure).The articulated straw coring
analysis method used above begins
with preparation of the straws. The straws (6 mm diameter, 260 mm
length, made of polypropylene, and purchased from Far East Brokers
and Consultants) were first trimmed so that the end closest to the
articulations was removed, resulting in the “bottom”
end of the straw starting at the articulation section. This cut end
was then wrapped with parafilm. After fully extending the articulated
section of the straw, 2 mL of pre-prepared solution was added. Solution
preparation is similar to that described elsewhere. Briefly, the solution
contains 3.0 M ammonium sulfate and 1.0 M concentration of one of
eight alcohols, mixed in ultrapure water. For solutions containing
0.095 M glyoxal, the glyoxal was added prior to the alcohol.Once the solution was added to the straw, the loaded straw was
tapped several times to release bubbles trapped in any of the articulations.
Then, the portion of the straw containing liquid was fully submerged
in a liquid nitrogen bath until frozen. We experimented with freezing
speed and found that our results were repeatable only when the straws
were directly and fully submerged. Slow freezing speeds, wherein the
straw was incrementally submerged, allowed the solution to rearrange
(on one occasion forcefully ejecting a portion out the top) or prevented
freezing at all (liquid nitrogen temperatures were required, as solutions
placed in a −80 °C freezer never solidified). Once frozen,
the parafilm was removed and extra straw was removed from the top
so that only the ice core portion remained.The straws were
sliced, using a razor blade, at each of the thinnest
parts of the articulation to produce 30–40 slices (depending
on the alcohol), each of approximately 2.5 mm thickness for a volume
of 0.05–0.06 mL. Slices with smaller volumes or thicknesses
are possible by using a different straw (smaller diameter, more closely
spaced articulations), though we have not found any as yet. Each slice
was placed into a 0.5 mL PCR tube immediately after being cut, and
the razor blade wiped. The PCR tubes were placed on dry ice to prevent
evaporative loss of alcohol and to prevent chemical reactivity in
solutions containing both ammonium sulfate and glyoxal. If the frozen
tube ever appeared to be melting, it was refrozen after resealing
the bottom end with parafilm before slicing resumed. An example of
the slicing process is shown in Figure .
Figure 5
Example of slicing a frozen straw containing a 3.0 M ammonium
sulfate
and 1.0 M alcohol solution. To produce the data detailed in the main
text, each slice was immediately moved to a PCR tube after being sliced.
Example of slicing a frozen straw containing a 3.0 M ammonium
sulfate
and 1.0 M alcohol solution. To produce the data detailed in the main
text, each slice was immediately moved to a PCR tube after being sliced.After all slices had been transferred to PCR tubes,
and stored
on dry ice, they were taken for analysis using an FTIR-ATR instrument
(Alpha Platinum, Bruker). Each sample (one slice stored in a PCR tube),
now cold (but not frozen) and fully liquid, was placed under a cover
slip on the ATR surface for analysis. This cover slip prevented evaporative
alcohol loss during analysis and preserved chemical information without
introducing new structural motifs (such as a droplet surface not present
within the straw column). Infrared spectra were collected with 2 cm–1 resolution and averaged 60 times. Ultrapure water
was used as a background. Peak analysis, to produce the data shown
in the above figures, was done using the instrument’s provided
software (OPUS) by selecting a baseline around the peak of interest
and integrating. Any postprocessing of the data was done using Igor
Pro (version 6.37, WaveMetrics).
Authors: Michelle H Powelson; Brenna M Espelien; Lelia N Hawkins; Melissa M Galloway; David O De Haan Journal: Environ Sci Technol Date: 2013-12-31 Impact factor: 9.028
Authors: Theo Kurtén; Jonas Elm; Nønne L Prisle; Kurt V Mikkelsen; Christopher J Kampf; Eleanor M Waxman; Rainer Volkamer Journal: J Phys Chem A Date: 2014-11-26 Impact factor: 2.781
Authors: Jonathan H Slade; Andrew P Ault; Alexander T Bui; Jenna C Ditto; Ziying Lei; Amy L Bondy; Nicole E Olson; Ryan D Cook; Sarah J Desrochers; Rebecca M Harvey; Matthew H Erickson; Henry W Wallace; Sergio L Alvarez; James H Flynn; Brandon E Boor; Giuseppe A Petrucci; Drew R Gentner; Robert J Griffin; Paul B Shepson Journal: Environ Sci Technol Date: 2019-04-24 Impact factor: 9.028
Authors: David O De Haan; Ashley L Corrigan; Kyle W Smith; Daniel R Stroik; Jacob J Turley; Frances E Lee; Margaret A Tolbert; Jose L Jimenez; Kyle E Cordova; Grant R Ferrell Journal: Environ Sci Technol Date: 2009-04-15 Impact factor: 9.028