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Seasonal Characterization of Organic Nitrogen in Atmospheric Aerosols Using High Resolution Aerosol Mass Spectrometry in Beijing, China Weiqi Xu, Yele Sun, Qingqing Wang, Wei Du, Jian Zhao, Xinlei Ge, Tingting Han, Yingjie Zhang, Wei Zhou, Jie Li, Pingqing Fu, Zifa Wang, and Douglas R. Worsnop ACS Earth Space Chem., Just Accepted Manuscript • DOI: 10.1021/ acsearthspacechem.7b00106 • Publication Date (Web): 21 Nov 2017 Downloaded from http://pubs.acs.org on November 24, 2017
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ACS Earth and Space Chemistry
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Seasonal Characterization of Organic Nitrogen in Atmospheric Aerosols
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Using High Resolution Aerosol Mass Spectrometry in Beijing, China
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Weiqi Xu1,3, Yele Sun1,2,3*, Qingqing Wang1, Wei Du1,3, Jian Zhao1,3, Xinlei Ge4, Tingting
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Han1, Yingjie Zhang1,4, Wei Zhou1,3, Jie Li1, Pingqing Fu1, Zifa Wang1, Douglas R.
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Worsnop5
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1
State Key Laboratory of Atmospheric Boundary Layer Physics and Atmospheric
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Chemistry, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing
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100029, China
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2
Center for Excellence in Regional Atmospheric Environment, Institute of Urban
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Environment, Chinese Academy of Sciences, Xiamen 361021, China
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3
14
4
University of Chinese Academy of Sciences, Beijing 100049, China
Nanjing University of Information Science & Technology, Nanjing 210044, China 5
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Aerodyne Research Inc., Billerica, Massachusetts 01821, USA
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17 18
*
To whom correspondence should be addressed: Yele Sun (
[email protected]) 40 Huayanli, Chaoyang District, Beijing 100029, China. Tel.: +86-10-82021255
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ABSTRACT
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Despite extensive efforts to characterize organic nitrogen (ON) in atmospheric
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aerosols, knowledge of the sources and processes of ON in the megacity of Beijing is
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still limited, mainly due to the complexity of ON species and the absence of highly
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time-resolved measurements. Here we demonstrate the applications of Aerodyne
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high-resolution time-of-flight aerosol mass spectrometer combined with positive
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matrix factorization in characterization of ON in submicron aerosols. Our results
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show that the average nitrogen-to-carbon ratios (N/C) vary from 0.021 to 0.028, and
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the average ON concentrations range from 0.26 to 0.59 μg m-3 during four seasons in
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Beijing. ON accounts for 7-10% of the total nitrogen (TN) on average, yet the sources
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vary differently across different seasons. We found that 56-65% of ON was secondary
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during three seasons except winter when 59-67% was related to primary emissions.
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Particularly, more oxidized secondary organic aerosol contributes the dominant
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fraction of ON (39-44%) in spring, summer and autumn, while biomass burning is a
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more important source of ON in winter (23-44%). These results are consistent with
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the better positive correlations between N/C and oxygen-to-carbon ratio, a surrogate
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of organic aerosol aging, during these three seasons than that in winter. N/C also
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shows a clear increase as a function of relative humidity during all seasons,
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suggesting that aqueous-phase processing likely played an important role in
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formation of nitrogen-containing compounds. In addition, the uncertainties and
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limitations in quantification of ON with aerosol mass spectrometry are illustrated,
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particularly, ON could be underestimated by ~20 – 42% by ignoring the fragment 2
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contributions in NHx+ and NOx+.
43 44
Keywords: Organic nitrogen, aerosol mass spectrometry, sources, aqueous-phase
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processing, Beijing
46 47 48
1. INTRODUCTION Organic nitrogen (ON) compounds, which are ubiquitous in atmospheric aerosols,
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participate in the chemical and physical processing in atmospheric aqueous phase,1-4
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affect the hygroscopic properties of atmospheric droplets5 and also play an
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important role in the nitrogen cycle due to its bioavailability.6-9 The fraction of
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water-soluble ON (WSON) can account for ~10-68% of total aerosol nitrogen from
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continental to oceanic sites, highlighting the importance of ON in atmospheric
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aerosols.10-16 The sources of ON are very dynamic depending on source locations and
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atmospheric processes. While primary emissions, e.g., biomass burning and vehicle
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exhausts are important sources of ON,8 secondary formation, e.g., nitrate radical
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oxidation,17 gas-particle partitioning, and cloud processing18, 19 are also important for
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specific regions. Recent studies have found that ON species such as aliphatic amines
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are important precursors of secondary aerosol formation20-23 and may play significant
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roles in new particle formation and growth.24 However, real-time characterization of
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ON is still challenging due to the extremely complex ON species e.g., wide range of
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carbon numbers, function groups, and solubility.25-27
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Previous studies widely use the chemical, thermal or photo catalytic oxidation 3
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approaches to investigate ON from filter samples.25 These methods often involve
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large uncertainties due to the incomplete conversion of ON to inorganic nitrogen (IN),
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potential sampling losses and artifacts and much lower concentrations of ON than IN.
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In addition, filter analysis with low time resolution ranging from hours to days are
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difficult to characterize the rapid evolution processes of ON in atmosphere,
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particularly in regions with dynamic sources, e.g., Beijing.28 Semi-continuous
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measurements of ON using oxidation approach were developed recently.11 The
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results show different diurnal behaviors of ON and correlations with collocated
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species (NH4+, SO42- and organic carbon (OC)) in summer and winter in the forest
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environment, indicating a variety of sources and processes of ON. This approach
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might have large uncertainties for periods with low ON levels due to the relatively
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high detection limit (DL) (0.14 µg m-3 for 1 h DL).
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The High-Resolution Time-of-Flight Aerodyne Aerosol Mass Spectrometer
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(HR-AMS hereafter) has a capability in differentiation of different ion categories with
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the same nominal integer mass.29 The N-containing fragments from ON in the mass
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spectra of HR-AMS mainly present in the forms of CxHyNp+ and CxHyOzNp+ families,
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while some organic compounds can also have a larger fraction of ON in the forms of
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NHx+ and NOx+ (e.g., amines, amides, and organic nitrates).30 Although the ratio of
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NO+/NO2+ is used to differentiate organic nitrates from inorganic ammonium nitrate
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in regions with dominant biogenic sources
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nitrate,33 this approach is generally not suitable for urban sites with high
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concentration of inorganic nitrate. While quantification of organic contributions to
31, 32
or low concentration of inorganic
4
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NHx+ and NOx+ is challenging, ON in CxHyNp+ and CxHyOzNp+ families can be
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determined from the elemental compositions of organic aerosols (OA) including
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nitrogen-to-carbon (N/C) and organic mass-to-organic carbon (OM/OC) ratios.34, 35
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Previous studies also showed that the spectral patterns of CxHyNp+ and CxHyOzNp+
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families can provide new insights into sources and processes of ON. For example,
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Aiken et al. 36 identified a local OA factor which was highly correlated with two amine
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ions, i.e., C3H8N+ (m/z 58) and C5H12N+ (m/z 86). Such a factor with high N/C ratio
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(0.06) was likely from the local industrial emissions. Similarly, a nitrogen-enriched OA
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(N/C=0.053) that was tightly correlated with C2H4N+, C3H8N+, and C4H10N+ ions was
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observed in New York City.37 Further analysis showed that this factor played an
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important role in aerosol processing via acid-base chemistry.38 Struckmeier et al.
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found that cigarette smoke emissions can have a large impact on C5H10N+ peak (a
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nicotine fragment). In recent years, HR-AMS was used for offline analysis of filter
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samples
40-42
39
and a factor with high N/C ratio was almost identified in each of the
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study, suggesting that ON was important in water-soluble OA. Although numerous
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HR-AMS studies have been conducted in various environments,43 most of them
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simply reported the N/C ratios in OA factors, the concentration and sources of ON
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are rarely characterized.
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WSON that can contribute 15-68% to total nitrogen (TN) in fine particles has
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been also extensively studied in China.10, 40, 44, 45 Shi et al.
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dominantly existed in particles with size smaller than 2.1 μm in Qingdao. Ho et al. 10
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found strong correlations between WSON and secondary inorganic species and K+, 5
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found that ON (>70%)
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suggesting that biomass burning and secondary formation are the two most
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important sources of WSON in Xi'an. In Beijing, Zhang et al.
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day-night differences in ON concentrations, and found that relative humidity (RH)
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was likely an important factor in facilitating ON formation. However, the study of OA
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with HR-AMS in China only started from 2008, mostly in Beijing, Pearl River Delta
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(PRD), Yangtze River Delta, and Lanzhou.43 While the N/C ratios of OA and different
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OA factors were reported in these studies, the quantification of ON and investigation
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of its sources and processes are rarely characterized. In addition, most previous
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HR-AMS studies were limited to a single season, the seasonal variations of ON and
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the effects of meteorological parameters are poorly understood.
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observed significant
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In this study, we demonstrate the applications of HR-AMS in characterization of
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ON in atmospheric aerosols during four seasons in the megacity of Beijing. The mass
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concentrations, diurnal profiles, and seasonal variations of ON are characterized. The
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mass spectral patterns and source contributions of nitrogen-containing families
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(CxHyNp+ and CxHyOzNp+) in different OA factors, and the sources and processes of ON
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are investigated
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2. EXPERIMENTAL PROCEDURES
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Sampling and instrumentation
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The HR-AMS was deployed at Institute of Atmospheric Physics, Chinese Academy
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of Sciences, a representative urban site in Beijing.48 The sampling periods covered
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four seasons including spring (March 3-27, 2014), summer (June 3-July 11, 2014),
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autumn (October 14- November 12, 2014) and winter (December 16, 2013- January 6
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17, 2014 and November 13 - December 15, 2014).
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The set up and operations of the HR-AMS were described in detail in Xu et al. 49
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Briefly, aerosol particles less than 2.5 μm were drawn through a PM2.5 cyclone
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(model URG-2000-30EN), dried by a diffusion silica-gel dryer, and then isokinetically
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sampled into the HR-AMS. The HR-AMS was operated every 2 min in high mass
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resolution W-mode (m/Δm = ~5000) and mass-sensitive V-mode (m/Δm = ~2000)
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alternately in the winter of 2013, and the time resolution was changed to 5 min for
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both modes during other seasons.
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During these studies, collocated instruments including a two-wavelength
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Aethalometer (model AE22, Magee Scientific Corp.), a cavity attenuated phase shift
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NO2 monitor (CAPS-NO2, Aerodyne Research Inc.) and various gas analyzers from
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Thermo Scientific were used to measure the black carbon (BC), NO2 and gaseous
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species (CO, O3, NO/NO2, and SO2). More details can be found in our previous studies.
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49, 50
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obtained from the Beijing 325 m meteorological tower nearby.
The meteorological parameters including wind, temperature (T) and RH were
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During the winter campaign of 2014, volatile organic compounds (VOCs) were
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also measured by gas chromatograph system equipped with a mass spectrometer
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and a flame ionization detector (GC-MS/FID). The photochemical age was calculated
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following the approach used in previous studies:51, 52 ሾXሿ
1
x E
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[X]
∆t= ሾOHሿ൫k -k ൯ ×(In ሾEሿ | -In [E] )
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Where
ሾଡ଼ሿ ሾሿ
and
[X]
|
[E] t=0
(1)
t=0
refer to the concentration ratios and initial emission
ratios of m+p-xylene and ethylbezene, respectively. Kx and kE represent the OH rate 7
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constants of m+p-xylene and ethylbezene. [OH], an averaged OH radical
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concentrations (0.72×106 molecule cm-3), is calculated by the empirical equation
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suggested by Ehhalt and Rohrer
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the ratio of the highest concentrations of m+p-xylene and ethylbezene, which is
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comparable to those reported in Beijing (2.0) 54 and eastern China (2.2) .52
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HR-AMS data analysis
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[X]
The
|
[E] t=0
with 1.94 ppb/ppb is calculated by
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The HR-AMS data regarding the elemental ratios of OA, mass concentrations of
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non-refractory submicron aerosols (NR-PM1) species and the ion-speciated
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composition were analyzed using high resolution data analysis software (PIKA V
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1.15D). The ammonium nitrate particles were used to calibrate ionization efficiency
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(IE) following the standard protocols,55,
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efficiency (RIE) except ammonium determined from pure ammonium nitrate was
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used. Because the mass fraction of NH4NO3 was smaller than the threshold value (0.4)
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affecting the CE significantly and aerosol particles were dry and slightly acidic
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indicated by NH4+measured/NH4+predicted
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efficiency (CE) of 0.5 was applied to all datasets.58 The elemental ratios of OA
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including N/C, OM/OC and oxygen-to-carbon (O/C) ratios were determined with the
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recently updated method called Improved-Ambient (I-A).59 Although the I-A method
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does not affect the N/C ratio compared with the previous parameterization named
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the Aiken-Ambient (A-A),34 it can cause approximately 9% increase in OM/OC,
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leading to a corresponding decrease in ON concentrations .
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57
Positive matrix factorization (PMF)
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and the default relative ionization
during all studies, a constant collection
60
was performed to high-resolution mass
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spectra (HRMS) to determine OA factors during four seasons. Because of the limited
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mass resolution, the m/z’s larger than 120 were partly excluded during the PMF
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analysis (only major fragment ions were included). The isotopic ions contributing a
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small fraction of the total OA loading (~2-3%) were also excluded. A five-factor
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solution at fpeak=0 can be well interpreted in winter of 2014, which included the
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fossil OA (FOA), cooking-related OA (COA), biomass burning OA (BBOA), more
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oxidized oxygenated OA (MO-OOA), and less oxidized oxygenated OA (LO-OOA). In
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spring of 2014, we were able to resolve 8 factors (fpeak =0) including three COA
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(COA1, COA2 and COA3), hydrocarbon-like OA (HOA), BBOA, coal combustion OA
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(CCOA), LO-OOA and MO-OOA. The detailed PMF analysis and results in other three
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seasons, i.e., summer (HOA, COA1, COA2, LO-OOA, MO-OOA), autumn (HOA, BBOA,
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COA1, COA2, LO-OOA, MO-OOA) and winter of 2013 (BBOA, HOA, COA, CCOA,
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LO-OOA, MO-OOA) have been detailed in Xu et al.
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different COA factors were combined as one COA factor for easy comparisons and
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discussions. The sum of LO-OOA and MO-OOA was used as a surrogate of secondary
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OA (SOA), and the sum of FOA, COA, HOA, BBOA and CCOA was regarded as primary
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OA (POA).
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61
and Sun et al. 50. In this study,
The ON and TN in submicron organic aerosols can be determined as:
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OC = Organics / (OM/OC)
(2)
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ON = OC × N/C × (14/12)
(3)
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TN=ON+NNO - +NNH4+
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3
(4)
Where OC is the carbon content of OA; OM/OC and N/C are the elemental ratios 9
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determined from elemental analysis; NNO
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concentrations in inorganic NO3 and NH4 measured by HR-AMS.
3
-
and NNH4 + are the nitrogen
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The mass resolution (m/Δm) needed for the separation of CxHyN1+ and CxHyO1N1+
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from adjacent hydrocarbon and oxygenated ions linearly increases as a function of
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m/z (Figure S1). Given that the average mass resolution of HR-AMS is ~5000 in this
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study, accurate separation and quantification of N-containing ions at m/z < 60 is
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possible while it’s more difficult for m/z > 60. Figure S2 shows the cumulative mass
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fraction of CxHyNp+ and CxHyOzNp+ as a function of m/z during four seasons, of which
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67-80% of CxHyNp+, and 54-81% of CxHyOzNp+, respectively are at m/z < 60. These
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results indicate that large m/z’s (> 60) where the mass resolution is insufficient to
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resolve the N-containing ions from adjacent ions contribute a relatively small fraction
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of total ON. In addition, several N-containing ions (CH4N+, C2H6N+, C3H8N+, CHON+,
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CH2ON+, CH3ON+ and CH4ON+) with large exact mass differences from adjacent ions
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can be relatively well determined depending on their signals and the mass resolution
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of HR-AMS (see Figures S3 for several examples at m/z 30, 43, 44, 45, 46 and 58
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during wintertime). CxHyN2+ and CxHyO2N1+ ions might be important for specific
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N-compounds, however separation and quantification of these ions are more
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challenging and not involved in this study.
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3. RESULTS AND DISCUSSION
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Mass concentrations and mass spectral features of ON
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The average ON level in submicron aerosols ranged from 0.26 to 0.59 μg m-3
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during four seasons (Table 1). The ON presented the lowest concentration in summer, 10
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which was nearly twice lower than those observed in the other three seasons. This
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can be explained by the more precipitation and higher boundary layer height in
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summer, and also additional sources of ON in other seasons, e.g., biomass burning
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and coal combustion emissions. The ON concentrations determined by HR-AMS in
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Beijing were much higher than those observed at other sites, e.g., 0.24 μg m-3 in
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Mexico City,36 0.09μg m-3 in Fresno,
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Park,63 but typically less than those observed in PM2.5 in China, e.g., 2.86-3.16μg m-3
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in Beijing
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relatively constant across different seasons (7-11% on average), indicating that ON is
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an important contributor to the total nitrogen budget during all seasons. Note that
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the HR-AMS ON contribution was ~20-30% lower than those reported in PM2.5 from
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offline filter analysis.44, 46, 47 This is consistent with the relatively lower N/C ratios
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reported by HR-AMS (0.021-0.028) than those in PM2.5 and fog waters (0.036-0.35).10,
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11, 64
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diameter 1-2.5 μm.65 Another reason is the HR-AMS ON could miss a large fraction of
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ON by ignoring its contributions in NOx+ and NHx+.
44, 47
62
and 0.02 μg m-3 in Rocky Mountain National
and 1.5 μg m-3 in Changzhou.40 The contribution of ON to TN was
One of the reasons is that a large fraction of ON exists in the particles with
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Figure 1 showed the average mass spectra of N-ion categories (CxHyNp+ and
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CxHyOzNp+) in OA (m/z < 60) during four seasons, which was all dominated by CxHyNP+
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(74.1%-77.8%). This is consistent with the dominance of CxHyNp+ in N-ion families in
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previous studies.62,
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characterized by prominent CHN+ (m/z 27), CH4N+ (m/z 30), C2H3N+ (m/z 41), and
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C2H4N+ (m/z 42) peaks during all seasons, but the spectral patterns were different
66, 67
As shown in Figure 1, the CxHyNp+ families were all
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among different seasons. For example, the signals of C1HyN+ families were much
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higher than those of C2HxN+ in summer and autumn, while they were comparable in
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other seasons. These results indicate different nitrogen sources in different seasons.
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Indeed, the three major CnH2n+2N+ ions (CH4N+, C2H6N+, and C3H8N+ ) that can be well
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separated and quantified present different slopes in different seasons (CH4N+/C2H6N+
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= 2.7-4.1 and CH4N+/C3H8N+ = 2.5-5.1) although they are well correlated during all
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seasons (r2 = 0.72-0.98 for CH4N+ vs. C2H6N+, and r2 = 0.56-0.93 for CH4N+ vs. C3H8N+).
247
We noticed that the slopes of CH4N+/C2H6N+ and CH4N+/C3H8N+ in summer were
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higher and the correlations were worse than those in other three seasons (Figure S4),
249
indicating multiple influences on the sources of ON in summer. The mass spectra of
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CxHyOzNp+ were dominated by two ions of CHON+(m/z 43) and CH2ON+(m/z 44) that
251
were highly correlated during all seasons (r2 = 0.94-0.98), suggesting the presence of
252
amides and/or amino acids.68
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The CxHyNp+ and CxHyOzNp+ showed different spectral patterns between POA and
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SOA (Figure 1), indicating that ON species from primary emissions and secondary
255
formation could be different. In fact, the N/C ratios in SOA (0.026-0.043) were overall
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more than twice those in POA (0.011-0.022) except the winter of 2014 when SOA
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and POA showed comparable N/C ratios (~0.030). This is also consistent with the
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dominant contributions of CxHyNp+ and CxHyOzNp+ in SOA (Table S1), highlighting the
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important source contributions of SOA to ON. Further support is from the better
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correlations between SOA and major N-containing ions during all seasons than most
261
of POA factors except BBOA (Figure S5), which was different from that in NYC, where 12
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MO-OOA showed a weak correlation with CxHyNp+.37 In addition, LO-OOA showed
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lower N/C than MO-OOA during all seasons (Figure S6), consistent with those
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observed in Sichuan 69 Beijing 70 and Kaiping, 71 but different from those in Changdao
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72
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reaction ways. The N/C ratios of COA varied from 0.010 – 0.015 except the winter of
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2013 (0.004), which is overall consistent with those (0.008 – 0.018) from different
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cooking emissions. 74 Comparatively, the N/C ratios of BBOA showed large variations
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(0.004 – 0.082), likely suggesting different biomass burning in different seasons. Such
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large variations were also observed in previous studies, for example, < 0.018 for fresh
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biomass burning 74 and ~0.06 in BBOA from ambient measurements. 75
and HongKong,73 implying that ON can be generated in different secondary
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Figure 1 also presents the average contribution of each OA factor to the total ON
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in each season. It is clear that ON was dominantly contributed by MO-OOA during
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three seasons (spring, summer and autumn), ranging from 39-44%, while 15-22% of
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ON was contributed by LO-OOA. These results indicate that ON in these three
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seasons are dominantly from secondary aerosol formation. Note that OA from
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cooking emissions also showed a considerable contribution to ON (17-21%) although
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the N/C ratios were generally low (< 0.015, Figure S6). In contrast, BBOA showed a
279
large contribution to ON accounting for 23% and 44% in winters of 2013 and 2014,
280
respectively, while the contributions of MO-OOA to ON in winter were decreased to
281
23 – 24%. These results indicate that biomass burning is a significant source of ON in
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winter season in Beijing. As shown in Figure S5, BBOA was highly correlated with
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major N-containing ions in winter of 2014 (r2=~0.9), and still moderately correlated 13
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with those in winter of 2013 (r2=~0.5). This is also consistent with higher N/C ratios
285
of BBOA (0.042 and 0.082 in winters of 2013 and 2014, respectively) than other OA
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factors. Similarly, high N/C ratio in BBOA was observed in previous studies, e.g., 0.06
287
at urban and rural sites in PRD.71, 75 Note that BBOA was also resolved in spring and
288
autumn, however, the N/C ratio (< 0.015) was much lower than those in winter, and
289
the contribution to ON was correspondingly low (3% and 6%). These results might
290
indicate that biomass burning in winter has different composition and properties
291
from those in other seasons.
292
Diurnal cycles
293
Figure 2 shows the diurnal profiles of ON, ON/TN and correlation coefficients
294
between ON and POA and SOA during four seasons. The diurnal profiles of ON were
295
relatively flat in spring and summer except lower concentrations during the late
296
afternoon. However, ON/TN presented a pronounced diurnal cycle which was
297
characterized by two peaks during mealtimes. Such a diurnal pattern was consistent
298
with those of C4H9+ and COA observed previously,70, 74 suggesting the influences of
299
cooking emissions. Although the N/C ratio showed an opposite diurnal pattern to
300
ON/TN, high concentrations of COA during mealtimes increased the total ON, leading
301
to correspondingly high ON/TN. ON was tightly correlated with SOA throughout the
302
day (r2 > 0.60) in spring and summer, but weakly correlated with POA for most of the
303
time (e.g., r2 0.03 as O/C increased from
310
~0.2 to > 0.6, suggesting the formation of more nitrogen-containing compounds
311
during the aging of OA. Similar increases in ON and OC in the afternoon due to the
312
enhanced photochemistry were also observed in California67 and the Southeastern
313
U.S. 11
314
The diurnal cycles of ON in autumn and winter were relatively similar, which
315
were both characterized by nearly twice higher concentrations at nighttime than
316
daytime. Similarly, higher ON/TN ratios were observed at nighttime, but the
317
influences of cooking OA on ON/TN were much less than those in spring and summer.
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ON shows tighter correlations with SOA and CO2+ than POA and C4H9+ in autumn,
319
indicating a dominant source of secondary ON (56%). In contrast, the correlations of
320
ON with SOA and POA were comparable during the winter of 2013 (r2 = ~0.8) and
321
2014 (r2 = ~0.9), suggesting the ON sources from both primary emissions and
322
secondary formation. This result is consistent with the observations in Xi’an that
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water-soluble ON was correlated with both secondary inorganic species and K+.10 In
324
fact, as shown in Figures 3d and 3e, N/C was positively correlated with O/C in winter,
325
and ON concentration increased from 0.08 to 1.25 μg m-3 as photochemical age
326
increased from 10 h to 22h (Figure 3f). Also, N-ion families (CnH2n+2N+ and CHyON+)
327
show increasing trends as a function of photochemical age (Figure S8), indicating that 15
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photochemical production still played a role in the formation of ON in winter.
329
RH effects on ON
330
The variations of ON and N/C as a function of RH during four seasons are
331
presented in Figure 4. At low RH levels (RH < 60%), ON showed an increase as the
332
increase in RH during all seasons, yet the increasing rates were different with the
333
highest values in winter (0.23 and 0.26 μg m-3/10% RH in 2013 and 2014, respectively)
334
and the lowest one in summer (0.05 μg m-3/10% RH). Because aerosol liquid water
335
predicted with ISORROPIA-II was generally low (< 20 μg m-3),61 the increases in ON at
336
low RH level were mainly due to the decreases in wind speed (Figure S9) that
337
facilitated the accumulation of air pollutants. However, the N/C ratios also showed
338
increases as a function of RH at low RH levels during all seasons suggesting the
339
changes in nitrogen-containing compounds. By contrast, the variations in mass
340
concentrations of ON at RH>60% showed much differences between four seasons.
341
While the ON concentration showed almost a linear increase with RH in autumn, it
342
showed overall decreases at high RH levels during the other three seasons. The
343
decreases were mainly caused by several precipitation events that scavenged OA
344
substantially in summer (Figures S10) 61 and other factors, e.g., wind speed in spring
345
and winter of 2013 (Figures S11-S12). For example, by excluding the precipitation
346
events in summer, ON remained at relatively high concentrations at high RH levels.
347
Similarly, the normalized ON using HOA as a reference76 also showed high
348
concentrations at high RH levels in spring and winter. Although ON did not show a
349
large increase at high RH levels, the N/C showed an increasing trend as a function of 16
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RH during all seasons, suggesting that aqueous-phase processing likely have played
351
an important role in the formation of nitrogen-containing compounds. For example,
352
previous studies showed that aqueous-phase reactions of glyoxal and methylglyoxal
353
with amines, amino acids and ammonium sulfate can form abundant
354
nitrogen-containing oligomers.4 This is also consistent with our previous results that
355
MO-OOA with higher N/C ratio showed much higher contribution to OA at higher RH
356
levels due to aqueous-phase processing.61 In fact, we found that the aqueous-phase
357
related MO-OOA and ON in this factor showed large increases at high RH levels
358
(Figure S10-S12), while ON in other OA factors either showed decreases or remained
359
relatively constant. 61 The different trends of ON and N/C as a function of RH can be
360
explained by the fact that the variations in N/C ratios are mainly driven by MO-OOA
361
that showed much higher values than other factors (Figure S6), whereas those of ON
362
can be affected by both primary and secondary OA factors. Consistent with our
363
conclusion, higher concentrations of ON were also observed at higher RH levels in
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summer and winter in Beijing47 and higher WSON in wet days than dry days in
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southern Scotland.77
366
Figure 4 compared the average mass spectra of N-ion families (CxHyNp+ and
367
CxHyOzNp+) between low and high RH levels. While the average N/C ratios at RH>60%
368
(0.027-0.035) were ubiquitously higher than those at RH < 60% (0.020-0.025), the
369
mass spectra also have some differences. Generally, CxHyNp+ families showed 9%-30%
370
higher fraction at high RH levels than those at low RH values, and ~8%-44% for
371
CxHyOzNp+, consistent with the increases in N/C and ON at higher RH levels. The 17
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different spectra between high and low RH (Figure S13) were characterized by
373
prominent peaks of CH4N+ (m/z 30), C2H6N+(m/z 44) and C3H8N+(m/z 58) during four
374
seasons, and CnH2n+2N+ was correspondingly higher by 47%-60% at high RH levels.
375
This result indicates that aqueous-phase processing appears to produce a
376
considerable amount of amine-related nitrogen compounds. The ratios in Figure
377
S13a also showed pronounced CH5N+ (m/z 31) and C2H7N+ (m/z 45), further
378
supporting the formation of amines at high RH levels. Also note that the ratios of
379
C1HxN+ between high and low RH levels were higher than those of C2HxN+ and C3HxN+,
380
suggesting
381
nitrogen-containing compounds with different molecular weights. We also observed
382
enrichments of CHON+(m/z 43) and CH2ON+ (m/z 44) at high RH levels except
383
summer, likely indicating the formation of amide-related compounds (R-C(O)-NH2) in
384
aqueous-phase.
385
4. Limitations
that
aqueous-phase
processing
have
different
impacts
on
386
In this study, we have demonstrated the capability of HR-AMS in quantification
387
and characterization of ON in atmospheric aerosols. The highly time-resolved ON
388
combined with PMF analysis provides more insights into the sources and processes
389
of ON. However, limitations in quantification of ON with HR-AMS are still remained.
390
Firstly, HR-AMS only measures ON in submicron aerosols due to the transmission
391
efficiency of aerodynamic lens while a considerable fraction of ON often exists in
392
particles with diameter larger than 1 µm. For example, the average concentration of
393
WSON was 5.5 N mol m-3 in PM1.3-10, which is nearly 50% of that in PM1.3 at a remote 18
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marine location in the Eastern Mediterranean.65 Therefore, the HR-AMS equipped
395
with the newly developed aerodynamic lens that can transmit ~90% of PM2.5
396
should to be deployed further to characterize ON in PM1-2.5. Secondly, HR-AMS with
397
thermal vaporization (~600°C) only detect non-refractory ON, but may underestimate
398
ON by missing the fraction in refractory materials, e.g., dust.
78
399
Thirdly, the N/C ratio is a key factor affecting the accuracy in ON quantification,
400
which depends on the separation and quantification of N-containing ions (CxHyNp+,
401
CxHyOzNp+, NHx+, NOx+, and minor CxHyOzNpSq+). The current N/C ratio is overall
402
underestimated because: 1) the contribution of ON in NOx+ and NHx+ families (e.g.,
403
from fragmentation of organic nitrates and some amino compounds) cannot be
404
separated. For example, the NO+/NO2+ ratio in this study is close to that of
405
ammonium nitrate (=2.28), and quantification of ON in NOx+ and NHx+ is impossible;
406
2) AMS elemental analysis excludes the most important nitrogen-containing ion,
407
CH2N+ (m/z 28) due to the overwhelming interference of adjacent N2+ ion. Recent
408
HR-AMS offline analysis of filter samples with argon as carrier gas illustrated the
409
most prominent CH2N+ peak in CxHyNp+ families.79 It is estimated that the current N/C
410
ratio is underestimated by ~20% on average by ignoring the ON in CH2N+ at m/z 28,
411
and NHx+ and NOx+ families, and the underestimation can be up to ~42% if organic
412
nitrates are dominant in OA. 30
413
Fourthly, accurate determination of N/C ratio strongly depends on the mass
414
resolution (m/Δm) because of much lower signals of CxHyNp+ and CxHyOzNp+ than
415
CxHy+ and CxHyOz+. The V-mode of HR-AMS that has a typical mass resolution of 19
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~2000, which is difficult to separate and quantify most of nitrogen-containing ions
417
above m/z 50 (Figure S1). While the W-mode with nearly twice higher mass
418
resolution (~4000-5000) is better for separating nitrogen ion fragments, it also has
419
larger uncertainties in high resolution peak fitting due to much lower signals. Thus,
420
an optimized peak shape tuning before sample analysis is necessary and of great
421
importance for a better quantification of ON. The recently developed long
422
time-of-flight AMS with a much improved mass resolution (~8000) yet similar
423
sensitivity as that of V-mode of the HR-AMS will greatly help the future ON
424
characterization. Fifthly, uncertainties in elemental analysis of OA can also influence
425
the ON quantification. For example, the recently proposed I-A method produces ~9%
426
higher OM/OC ratio than that of A-A method,59 which would lead to a decrease in OC,
427
and then ON concentration according to equations (2) and (3).
428
ACKNOWLEDGEMENTS
429
This work was supported by the National Key Project of Basic Research
430
(2014CB447900), and the National Natural Science Foundation of China (41575120,
431
41571130034).
432
Competing financial interests: The authors declare no competing financial interests.
433
Supporting Information
434
1 Table (Table S1) and 13 Figures (Figures S1 – S13).
435 436
References
437 438 439
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Z. F.; Zhao, X. J.; Zhou, L. B.; Ji, D. S.; Wang, P. C.; Worsnop, D. R., Aerosol composition, oxidation properties, and sources in Beijing: results from the 2014 Asia-Pacific Economic Cooperation summit study. Atmos. Chem. Phys. 2015, 15, (23), 13681-13698. (50) Sun, Y.; Du, W.; Fu, P.; Wang, Q.; Li, J.; Ge, X.; Zhang, Q.; Zhu, C.; Ren, L.; Xu, W.; Zhao, J.; Han, T.; Worsnop, D. R.; Wang, Z., Primary and secondary aerosols in Beijing in winter: sources, variations and processes. Atmos. Chem. Phys. 2016, 16, (13), 8309-8329. (51) de Gouw, J. A.; Middlebrook, A. M.; Warneke, C.; Goldan, P. D.; Kuster, W. C.; Roberts, J. M.; Fehsenfeld, F. C.; Worsnop, D. R.; Canagaratna, M. R.; Pszenny, A. A. P.; Keene, W. C.; Marchewka, M.; Bertman, S. B.; Bates, T. S., Budget of organic carbon in a polluted atmosphere: Results from the New England Air Quality Study in 2002. J. Geophys. Res.-Atmos. 2005, 110, (D16305), doi:10.1029/2004JD005623. (52) Yuan, B.; Hu, W. W.; Shao, M.; Wang, M.; Chen, W. T.; Lu, S. H.; Zeng, L. M.; Hu, M., VOC emissions, evolutions and contributions to SOA formation at a receptor site in eastern China. Atmos. Chem. Phys. 2013, 13, (17), 8815-8832. (53) Ehhalt, D. H.; Rohrer, F., Dependence of the OH concentration on solar UV. J. Geophys. Res.-Atmos. 2000, 105, (D3), 3565-3571. (54) Zhao, J.; Du, W.; Zhang, Y.; Wang, Q.; Chen, C.; Xu, W.; Han, T.; Wang, Y.; Fu, P.; Wang, Z.; Li, Z.; Sun, Y., Insights into aerosol chemistry during the 2015 China Victory Day parade: results from simultaneous measurements at ground level and 260 m in Beijing. Atmos. Chem. Phys. 2017, 17, (4), 3215-3232. (55) Yang, Y.; Fan, J. W.; Leung, L. R.; Zhao, C.; Li, Z. Q.; Rosenfeld, D., Mechanisms Contributing to Suppressed Precipitation in Mt. Hua of Central China. Part I: Mountain Valley Circulation. Journal of the Atmospheric Sciences 2016, 73, (3), 1351-1366. (56) Jayne, J. T.; Leard, D. C.; Zhang, X.; Davidovits, P.; Smith, K. A.; Kolb, C. E.; Worsnop, D. R., Development of an aerosol mass spectrometer for size and composition analysis of submicron particles. Aerosol Sci. Tech. 2000, 33, 49-70. (57) Zhang, Q.; Jimenez, J. L.; Worsnop, D. R.; Canagaratna, M., A case study of urban particle acidity and its effect on secondary organic aerosol. Environ. Sci. Technol. 2007, 41, 3213-3219. (58) Middlebrook, A. M.; Bahreini, R.; Jimenez, J. L.; Canagaratna, M. R., Evaluation of Composition-Dependent Collection Efficiencies for the Aerodyne Aerosol Mass Spectrometer using Field Data. Aerosol Sci. Tech. 2011, 46, 258-271. (59) Canagaratna, M. R.; Jimenez, J. L.; Kroll, J. H.; Chen, Q.; Kessler, S. H.; Massoli, P.; Hildebrandt Ruiz, L.; 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, (1), 253-272. (60) Paatero, P.; Tapper, U., Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values. Environmetrics 1994, 5, 111-126. (61) Xu, W.; Han, T.; Du, W.; Wang, Q.; Chen, C.; Zhao, J.; Zhang, Y.; Li, J.; Fu, P.; 25
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water-soluble organic carbon content using different biomass burning tracers in positive matrix factorization analysis--a case study in Beijing, China. Sci. Total Environ. 2016, 543, (Pt A), 326-35. (74) Huang, X. F.; He, L. Y.; Hu, M.; Canagaratna, M. R.; Sun, Y.; Zhang, Q.; Zhu, T.; Xue, L.; Zeng, L. W.; Liu, X. G.; Zhang, Y. H.; Jayne, J. T.; Ng, N. L.; Worsnop, D. R., Highly time-resolved chemical characterization of atmospheric submicron particles during 2008 Beijing Olympic Games using an Aerodyne High-Resolution Aerosol Mass Spectrometer. Atmos. Chem. Phys. 2010, 10, (18), 8933-8945. (75) He, L.-Y.; Huang, X.-F.; Xue, L.; Hu, M.; Lin, Y.; Zheng, J.; Zhang, R.; Zhang, Y.-H., Submicron aerosol analysis and organic source apportionment in an urban atmosphere in Pearl River Delta of China using high-resolution aerosol mass spectrometry. J. Geophys. Res. 2011, 116, (D12), D12304. (76) Sun, Y.; Wang, Z.; Fu, P.; Jiang, Q.; Yang, T.; Li, J.; Ge, X., The impact of relative humidity on aerosol composition and evolution processes during wintertime in Beijing, China. Atmos. Environ. 2013, 77, 927-934. (77) Benitez, J. M. G.; Cape, J. N.; Heal, M. R., Gaseous and particulate water-soluble organic and inorganic nitrogen in rural air in southern Scotland. Atmos. Environ. 2010, 44, (12), 1506-1514. (78) Xu, W.; Croteau, P.; Williams, L.; Canagaratna, M.; Onasch, T.; Cross, E.; Zhang, X.; Robinson, W.; Worsnop, D.; Jayne, J., Laboratory characterization of an aerosol chemical speciation monitor with PM2.5 measurement capability. Aerosol Sci. Tech. 2017, 51, (1), 69-83. (79) Ge, X.; Li, L.; Chen, Y.; Chen, H.; Wu, D.; Wang, J.; Xie, X.; Ge, S.; Ye, Z.; Xu, J.; Chen, M., Aerosol characteristics and sources in Yangzhou, China resolved by offline aerosol mass spectrometry and other techniques. Environ. Pollut. 2017, 225, 74-85.
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Table 1. A summary of average mass concentrations of ON (μg m-3) in different OA
732
factors and the total OA during four seasons.
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LO-OOA MO-OOA BBOA CCOA HOA COA FOA Total OA
Spring Summer Autumn 2013 Winter 2014 Winter 0.066 0.057 0.100 0.074 0.056 0.190 0.110 0.230 0.100 0.130 0.013 0.035 0.098 0.250 0.030 0.053 0.040 0.040 0.120 0.077 0.092 0.047 0.100 0.023 0.063 0.067 0.43 0.26 0.59 0.43 0.57
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Figure Captions:
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Figure 1. Mass spectra of ion categories of CxHyNp+ and CxHyOzNp+ in SOA, POA and
737
OA in (a) spring, (b) summer, (c) autumn, and winters of (d) 2013 and (e) 2014. The
738
pie charts show the average contributions of OA factors to ON during four seasons.
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Figure 2. Diurnal profiles of N/C, mass percentages of ON to TN, mass concentration
740
of ON, and correlation coefficients between ON and POA and SOA in (a) spring, (b)
741
summer, (c) autumn, and winters of (d) 2013 and (e) 2014.
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Figure 3. Variations of N/C as a function of oxygen-to-carbon ratios (O/C) in (a)spring,
743
(b)summer, (c) autumn, winters of (d)2013 and (e)2014. The variations of ON as a
744
function of photochemical age in the winter of 2014 are shown in (f). The data were
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binned according to the O/C (photochemical age), and mean (cross), median
746
(horizontal line), 25th and 75th percentiles (lower and upper box), and 10th and 90th
747
percentiles (lower and upper whiskers) are shown for each bin.
748
Figure 4. Variations of ON and N/C as a function of RH, and the average mass spectra
749
of N-ion categories (CxHyNp+ and CxHyOzNp+) for submicron aerosols at high RH
750
(RH>60%) and low RH levels (RH60% CxHyNp CxHyOzNp N/C: 0.028
0.8
0 20 40 60 80 100 RH (%)
0 20 40 60 80 100 RH (%)
0.00 0 20 40 60 80 100 RH (%)
+
N/C: 0.027
N/C: 0.035
N/C: 0.032
N/C: 0.033
N/C: 0.025
N/C: 0.025
N/C: 0.024
0.6 0.4 0.2 0.0 1.0
% of Total Signal
0.04
1.2
N/C
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0.8
+
RH60%) and low RH levels (RH