Sulfate formation during heavy winter haze events and the potential contribution from heterogeneous SO<sub>2</sub> + NO<sub>2</sub> reactions in the Yangtze River Delta region, China
<p>Rapid sulfate formation is recognized as a key characteristic of severe winter haze in China. However, air quality models tend to underestimate sulfate formation during heavy haze periods, and heterogeneous formation pathways have been proposed as promising mechanisms to reduce gaps between...
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Copernicus Publications
2019-11-01
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Series: | Atmospheric Chemistry and Physics |
Online Access: | https://www.atmos-chem-phys.net/19/14311/2019/acp-19-14311-2019.pdf |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
L. Huang J. An B. Koo G. Yarwood R. Yan Y. Wang C. Huang L. Li |
spellingShingle |
L. Huang J. An B. Koo G. Yarwood R. Yan Y. Wang C. Huang L. Li Sulfate formation during heavy winter haze events and the potential contribution from heterogeneous SO<sub>2</sub> + NO<sub>2</sub> reactions in the Yangtze River Delta region, China Atmospheric Chemistry and Physics |
author_facet |
L. Huang J. An B. Koo G. Yarwood R. Yan Y. Wang C. Huang L. Li |
author_sort |
L. Huang |
title |
Sulfate formation during heavy winter haze events and the potential contribution from heterogeneous SO<sub>2</sub> + NO<sub>2</sub> reactions in the Yangtze River Delta region, China |
title_short |
Sulfate formation during heavy winter haze events and the potential contribution from heterogeneous SO<sub>2</sub> + NO<sub>2</sub> reactions in the Yangtze River Delta region, China |
title_full |
Sulfate formation during heavy winter haze events and the potential contribution from heterogeneous SO<sub>2</sub> + NO<sub>2</sub> reactions in the Yangtze River Delta region, China |
title_fullStr |
Sulfate formation during heavy winter haze events and the potential contribution from heterogeneous SO<sub>2</sub> + NO<sub>2</sub> reactions in the Yangtze River Delta region, China |
title_full_unstemmed |
Sulfate formation during heavy winter haze events and the potential contribution from heterogeneous SO<sub>2</sub> + NO<sub>2</sub> reactions in the Yangtze River Delta region, China |
title_sort |
sulfate formation during heavy winter haze events and the potential contribution from heterogeneous so<sub>2</sub> + no<sub>2</sub> reactions in the yangtze river delta region, china |
publisher |
Copernicus Publications |
series |
Atmospheric Chemistry and Physics |
issn |
1680-7316 1680-7324 |
publishDate |
2019-11-01 |
description |
<p>Rapid sulfate formation is recognized as a key
characteristic of severe winter haze in China. However, air quality models
tend to underestimate sulfate formation during heavy haze periods, and
heterogeneous formation pathways have been proposed as promising mechanisms
to reduce gaps between observation and model simulation. In this study, we
implemented a reactive <span class="inline-formula">SO<sub>2</sub></span> uptake mechanism through the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions in the Comprehensive Air Quality Model with
Extensions (CAMx) to improve simulation of sulfate formation in the Yangtze
River Delta (YRD) region. Parameterization of the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span>
heterogeneous reactions is based on observations in Beijing and considered
both the impact of relative humidity and aerosol pH on sulfate formation.
Ammonia is reported to be critical for the formation of secondary inorganic
aerosols. Estimation of ammonia emissions is usually associated with large
uncertainties and models tend to underestimate ammonia concentrations
substantially. Sensitivity tests were conducted to evaluate the influence of
the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions as well as ammonia
emissions on modeled sulfate concentrations during a period with several
heavy haze episodes in the YRD region. Base case model results show large
underestimation of sulfate concentrations by 36 % under polluted
conditions in the YRD region. Adding the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous
reactions or doubling ammonia emissions alone leads to slight model
improvement (<span class="inline-formula">∼6</span> %) on simulated sulfate concentrations in
the YRD region. However, model performance significantly improved when both
the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions and doubled ammonia
emissions were included in the simulation: predicted sulfate concentrations
during polluted periods increased from 23.1 <span class="inline-formula">µ</span>g m<span class="inline-formula"><sup>−3</sup></span> in the base
scenario to 29.1 <span class="inline-formula">µ</span>g m<span class="inline-formula"><sup>−3</sup></span> (representing an increase of 26 %).
Aerosol pH is crucial for the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions,
and our calculated aerosol pH is always acidic and increased by 0.7 with
doubled ammonia emissions. Modeling results also show that this reactive
<span class="inline-formula">SO<sub>2</sub></span> uptake mechanism enhanced sulfate simulations by 1 to 5 <span class="inline-formula">µ</span>g m<span class="inline-formula"><sup>−3</sup></span> for the majority of the eastern and central parts of China, with more
than 20 <span class="inline-formula">µ</span>g m<span class="inline-formula"><sup>−3</sup></span> increase in sulfate concentrations over the
northeastern plain. These findings suggest that the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span>
heterogeneous reactions could be potentially important for sulfate formation
in the YRD region as well as other parts of China. Further studies are
needed to constrain the uncertainties associated with the parameterization
of the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions based on local data
as well as to evaluate this mechanism in other regions. In addition, ammonia
emissions were found to be a key driving variable of the spatial patterns of
sulfate enhancement due to the new pathway. Substantial efforts are needed
to improve the accuracy of the ammonia emission inventory.</p> |
url |
https://www.atmos-chem-phys.net/19/14311/2019/acp-19-14311-2019.pdf |
work_keys_str_mv |
AT lhuang sulfateformationduringheavywinterhazeeventsandthepotentialcontributionfromheterogeneoussosub2subnosub2subreactionsintheyangtzeriverdeltaregionchina AT jan sulfateformationduringheavywinterhazeeventsandthepotentialcontributionfromheterogeneoussosub2subnosub2subreactionsintheyangtzeriverdeltaregionchina AT bkoo sulfateformationduringheavywinterhazeeventsandthepotentialcontributionfromheterogeneoussosub2subnosub2subreactionsintheyangtzeriverdeltaregionchina AT gyarwood sulfateformationduringheavywinterhazeeventsandthepotentialcontributionfromheterogeneoussosub2subnosub2subreactionsintheyangtzeriverdeltaregionchina AT ryan sulfateformationduringheavywinterhazeeventsandthepotentialcontributionfromheterogeneoussosub2subnosub2subreactionsintheyangtzeriverdeltaregionchina AT ywang sulfateformationduringheavywinterhazeeventsandthepotentialcontributionfromheterogeneoussosub2subnosub2subreactionsintheyangtzeriverdeltaregionchina AT chuang sulfateformationduringheavywinterhazeeventsandthepotentialcontributionfromheterogeneoussosub2subnosub2subreactionsintheyangtzeriverdeltaregionchina AT lli sulfateformationduringheavywinterhazeeventsandthepotentialcontributionfromheterogeneoussosub2subnosub2subreactionsintheyangtzeriverdeltaregionchina |
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spelling |
doaj-9b9ca62150a547d6a3f09462de1957292020-11-25T00:57:42ZengCopernicus PublicationsAtmospheric Chemistry and Physics1680-73161680-73242019-11-0119143111432810.5194/acp-19-14311-2019Sulfate formation during heavy winter haze events and the potential contribution from heterogeneous SO<sub>2</sub> + NO<sub>2</sub> reactions in the Yangtze River Delta region, ChinaL. Huang0J. An1B. Koo2G. Yarwood3R. Yan4Y. Wang5C. Huang6L. Li7School of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, ChinaState Environmental Protection Key Laboratory of the Cause and Prevention of Urban Air Pollution Complex, Shanghai Academy of Environmental Sciences, Shanghai, 200233, ChinaBay Area Air Quality Management District, San Francisco, CA 94105, USARamboll, Novato, CA 95995, USAState Environmental Protection Key Laboratory of the Cause and Prevention of Urban Air Pollution Complex, Shanghai Academy of Environmental Sciences, Shanghai, 200233, ChinaSchool of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, ChinaState Environmental Protection Key Laboratory of the Cause and Prevention of Urban Air Pollution Complex, Shanghai Academy of Environmental Sciences, Shanghai, 200233, ChinaSchool of Environmental and Chemical Engineering, Shanghai University, Shanghai, 200444, China<p>Rapid sulfate formation is recognized as a key characteristic of severe winter haze in China. However, air quality models tend to underestimate sulfate formation during heavy haze periods, and heterogeneous formation pathways have been proposed as promising mechanisms to reduce gaps between observation and model simulation. In this study, we implemented a reactive <span class="inline-formula">SO<sub>2</sub></span> uptake mechanism through the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions in the Comprehensive Air Quality Model with Extensions (CAMx) to improve simulation of sulfate formation in the Yangtze River Delta (YRD) region. Parameterization of the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions is based on observations in Beijing and considered both the impact of relative humidity and aerosol pH on sulfate formation. Ammonia is reported to be critical for the formation of secondary inorganic aerosols. Estimation of ammonia emissions is usually associated with large uncertainties and models tend to underestimate ammonia concentrations substantially. Sensitivity tests were conducted to evaluate the influence of the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions as well as ammonia emissions on modeled sulfate concentrations during a period with several heavy haze episodes in the YRD region. Base case model results show large underestimation of sulfate concentrations by 36 % under polluted conditions in the YRD region. Adding the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions or doubling ammonia emissions alone leads to slight model improvement (<span class="inline-formula">∼6</span> %) on simulated sulfate concentrations in the YRD region. However, model performance significantly improved when both the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions and doubled ammonia emissions were included in the simulation: predicted sulfate concentrations during polluted periods increased from 23.1 <span class="inline-formula">µ</span>g m<span class="inline-formula"><sup>−3</sup></span> in the base scenario to 29.1 <span class="inline-formula">µ</span>g m<span class="inline-formula"><sup>−3</sup></span> (representing an increase of 26 %). Aerosol pH is crucial for the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions, and our calculated aerosol pH is always acidic and increased by 0.7 with doubled ammonia emissions. Modeling results also show that this reactive <span class="inline-formula">SO<sub>2</sub></span> uptake mechanism enhanced sulfate simulations by 1 to 5 <span class="inline-formula">µ</span>g m<span class="inline-formula"><sup>−3</sup></span> for the majority of the eastern and central parts of China, with more than 20 <span class="inline-formula">µ</span>g m<span class="inline-formula"><sup>−3</sup></span> increase in sulfate concentrations over the northeastern plain. These findings suggest that the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions could be potentially important for sulfate formation in the YRD region as well as other parts of China. Further studies are needed to constrain the uncertainties associated with the parameterization of the <span class="inline-formula">SO<sub>2</sub>+NO<sub>2</sub></span> heterogeneous reactions based on local data as well as to evaluate this mechanism in other regions. In addition, ammonia emissions were found to be a key driving variable of the spatial patterns of sulfate enhancement due to the new pathway. Substantial efforts are needed to improve the accuracy of the ammonia emission inventory.</p>https://www.atmos-chem-phys.net/19/14311/2019/acp-19-14311-2019.pdf |