SOA Formation for α-Pinene Using Detailed Mechanisms

Parameterization of SOA formation 
Parameterization of SOA formation 
for
for
α-pinene
α-pinene
, based on a detailed mechanism
, based on a detailed mechanism
Karl Ceulemans– Steven Compernolle – Jean-François Müller
Belgian Institute for Space Aeronomy, Brussels, Belgium
Eurochamp 2 Workshop, Manchester, 2011
Outline
Outline
 
 
BOREAM: Detailed model for 
α-pinene SOA
Simulations of smog chamber experiments
10-product model parameterization including
ageing
 
 
 
 
 
BOREAM : explicit model for 
BOREAM : explicit model for 
α
α
-pinene SOA
-pinene SOA
 
 
 
Gas phase reaction model with additional generic
chemistry and aerosol formation module
10000 reactions, 2500 compounds
Using KPP solver
Capouet et al. (2008),  Ceulemans et al. (2010)
Explicit chemistry
Explicit chemistry
 
 
 Based on
advanced
theoretical
calculations and
SARs
Oxidation by OH,
O
3
 and NO
3
Oxidation
products react
with OH or
photolyse (now
also in aerosol
phase)
Vapour pressure
method: Capouet &
Müller (2006)
Generic chemistry
Generic chemistry
Second generation oxidation products lumped into semi-
generic and generic products
 
 
 
 
Semi-generic:
carbon number and
functional groups
 
Generic:  carbon
number, vapour
pressure classes (11)
and 1explicit
functional group
 
LA10HPP
 
10 carbons
1 alcohol &
2 hydroperoxide
 
Implicit parent structure,
with p
vap,im
 
LX9cONO2
Smog chamber Photo-oxidation
Smog chamber Photo-oxidation
 
low-NO
x
 experiments (Ng et al. 2007)
 
α-
pinene and O
3
 given in Valorso et al. (2011)
Initial: 330 ppt NO, 330 ppt NO
2
 , 4 ppb O
3
 , blacklights
 
 
 
 
 
 
 
 
 
 
α-
pinene decay well-reproduced
ozone : reasonable agreement, sensitive to assumptions!
Smog chamber Photo-oxidation:
Smog chamber Photo-oxidation:
SOA evolution
SOA evolution
 
for Ng et al. 2007 exp. 1 (low NOx):
 
 
 
 
 
 
 
 
SOA mass yields are overestimated: experimental SOA
yield is 40%, BOREAM simulation: 60%
 
Smog chamber Photo-oxidation:
Smog chamber Photo-oxidation:
SOA composition
SOA composition
 
Molar composition for Ng et al. (2007) exp. 1 (low NOx):
 
 
 
 
 
 
 
 
 
SOA is dominated by hydroxy dihydroperoxides
Particle phase chemistry of hydroperoxides?
 
Model performance: Photo-oxidation
Model performance: Photo-oxidation
 
 
 
 
 
 
 
 
two low-NO
x
 experiments, (Ng et al. 2007) ; somewhat
overestimated
most SOA yields within factor 2
*
10-product parameter model
10-product parameter model
 
5 scenarios:
OH (low and high-NO
x
 )
O
3
 (low and high-NO
x
 )
NO
3 
 (high-NO
x
)
 
 
 
 
Products fit to full model simulations with ageing
Diurnal cycle for  VOC, OH, HO
2
 and O
3
 ; deposition
SOA equilibrium after 12 days
 
 
 
Two-product model parameterizations
Two-product model parameterizations
Odum (1996)
    Y : 
SOA mass yield
 M
0 
: absorbing organic mass
   α
i
 : mass stoichiometric coefficient of product 
i
   K
i
 : Pankow (1994) absorption
        equilibrium constant
Temperature dependence of parameters
Temperature dependence of parameters
Absorption equilibrium constant:
Stoichiometric coefficient
 
 
 
 
 
 
 
 
 
 
 
0°C
 
30°C
10-product model parameters
10-product model parameters
 
 
 
 
 
 
 
 
 
 
Reactions
10-product model curves at 298K
10-product model curves at 298K
 
 
 
 
More SOA in low-NO
x
 than in high-NO
x
 (factor 8 difference)
α-pinene + OH leads to more SOA than α-pinene + O
3
 
 
 
 
 
 
 
 
 
 
 
Why more SOA in low than high-NO
Why more SOA in low than high-NO
x
x
 ?
 ?
 
 
 
 
 
 
 
 
 
 
 
High-NO
x
 
Low-NO
x
 
Hydroperoxides (condensable)
 
Peroxy acyl nitrates
 
nitrates
 
More decompositions
More volatile products
Verification at intermediate NO
Verification at intermediate NO
x
x
 
 
 
 
 
 
 
 
 
 
 
Full model
parameter model
(modified)
Sensitivity to photolysis and oxidants
Sensitivity to photolysis and oxidants
 
 
 
 
Not accounting for photolysis of SOA during ageing
          Accumulation of condensables         very high yields
Not very sensitive to chosen OH or HO
2
 
 
 
 
 
 
 
 
 
 
Comparison with other parameterizations
Comparison with other parameterizations
 
 
Low-NO
x
 :
    Yields in this study
are higher than for
others,
Aging impact
Very low-NO
 x
But, also high yields in
Ng et al. (2007)
 
High-NO
x
 :
    similar to Presto et al.
(2005)
 
 
 
 
 
 
 
 
 
 
T = 298 K
Summary
Summary
 
BOREAM simulations of smog chamber photo-oxidation:
most SOA yields within factor 2
Some overestimations for low-NO
x
 
10-product model fit to explicit box model BOREAM
including aging
Low-NO
x
 SOA higher than previous parameterizations
based on smog chambers (impact aging)
Photolysis of compounds in aerosol phase important
 
EVAPORATION: New vapour pressure estimation method
 
 
 
 
 
 
 
 
 
 
 
 
 
Thank you for your attention!
Thank you for your attention!
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
α
-pinene + O
3
 and pinonaldehyde chemistry
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This content discusses the parameterization of secondary organic aerosol (SOA) formation for α-pinene based on a detailed mechanism, outlining the BOREAM model for simulations, incorporating explicit and generic chemistry. Various experiments and simulations in smog chambers are analyzed, revealing valuable insights on SOA evolution and composition. Advanced theoretical calculations and oxidation reactions are key in understanding the complex chemistry involved.

  • SOA Formation
  • α-Pinene
  • BOREAM Model
  • Smog Chamber Experiments
  • Chemistry

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  1. Parameterization of SOA formation for -pinene, based on a detailed mechanism Karl Ceulemans Steven Compernolle Jean-Fran ois M ller Belgian Institute for Space Aeronomy, Brussels, Belgium Picture of Alpha-Pinene Eurochamp 2 Workshop, Manchester, 2011

  2. Outline BOREAM: Detailed model for -pinene SOA Simulations of smog chamber experiments 10-product model parameterization including ageing

  3. BOREAM : explicit model for -pinene SOA Gas phase reaction model with additional generic chemistry and aerosol formation module 10000 reactions, 2500 compounds Using KPP solver Capouet et al. (2008), Ceulemans et al. (2010)

  4. Explicit chemistry Based on advanced theoretical calculations and SARs Oxidation by OH, O3and NO3 Oxidation products react with OH or photolyse (now also in aerosol phase) Vapour pressure method: Capouet & M ller (2006)

  5. Generic chemistry Second generation oxidation products lumped into semi- generic and generic products 10 carbons 1 alcohol & 2 hydroperoxide Semi-generic: carbon number and functional groups LA10HPP Generic: carbon number, vapour pressure classes (11) and 1explicit functional group LX9cONO2 Implicit parent structure, with pvap,im

  6. Smog chamber Photo-oxidation low-NOxexperiments (Ng et al. 2007) -pinene and O3given in Valorso et al. (2011) Initial: 330 ppt NO, 330 ppt NO2, 4 ppb O3, blacklights -pinene decay well-reproduced ozone : reasonable agreement, sensitive to assumptions!

  7. Smog chamber Photo-oxidation: SOA evolution for Ng et al. 2007 exp. 1 (low NOx): SOA mass yields are overestimated: experimental SOA yield is 40%, BOREAM simulation: 60%

  8. Smog chamber Photo-oxidation: SOA composition Molar composition for Ng et al. (2007) exp. 1 (low NOx): SOA is dominated by hydroxy dihydroperoxides Particle phase chemistry of hydroperoxides?

  9. Model performance: Photo-oxidation * two low-NOxexperiments, (Ng et al. 2007) ; somewhat overestimated most SOA yields within factor 2

  10. 10-product parameter model 5 scenarios: OH (low and high-NOx) O3(low and high-NOx) NO3 (high-NOx) OH + APIN APINOHO2 + + + APINOHO2 NO ' APOHNO1 ' APOHNO2 NO 1 2 2 HO + + APINOHO2 ' APOHHO21 ' APOHHO22 2 3 4 Products fit to full model simulations with ageing Diurnal cycle for VOC, OH, HO2and O3; deposition SOA equilibrium after 12 days

  11. Two-product model parameterizations Odum (1996) C K + i = , = aer C . i i i Y M K 0 i 1 M K M 0 , i gas 0 i Y : SOA mass yield M0 : absorbing organic mass i: mass stoichiometric coefficient of product i Ki: Pankow (1994) absorption equilibrium constant

  12. Temperature dependence of parameters Absorption equilibrium constant: H 1 T 1 T T m = i ( ) ( ) ( ) exp( ( )) ( ) K T K T , , p i p i r T R m r r r Stoichiometric coefficient = T i i 0 1 i ( ) exp( ( 298 )) T 0 C 30 C

  13. 10-product model parameters i ( 298 ) H kJ mol-1 K 0 1 i scenario product i ,i m3 g-1 p -pinene + OH, low NOx 1 0.307 -0.022 6.98 85.6 2 0.211 -0.0135 0.117 22.2 -pinene + OH, high NOx 3 0.028 -0.040 0.762 132.2 4 0.109 -0.025 0.00486 85.3 -pinene + O3, low NOx 5 0.282 -0.0132 4.155 86.8 6 0.142 -0.025 0.0158 77.1 -pinene + O3, high NOx 7 0.016 -0.057 0.837 161.8 8 0.213 -0.0054 0.00326 111.4 -pinene + NO3 high NOx 9 0.018 -0.049 0.493 172.4 0.00092 10 0.251 -0.015 147.6 Reactions OH + APIN APINOHO2 H 1 T 1 T T m = + + + i ( ) ( ) ( ) exp( ( )) ( ) K T K T APINOHO2 NO ' APOHNO1 ' APOHNO2 NO , , p i p i r T R m 1 2 2 r r r HO + + APINOHO2 ' APOHHO21 ' APOHHO22 2 3 4 = 0 i 1 i ( ) exp( ( 298 )) T T i + APIN O APINO3O2 MW 3 pinene = ' ( ) ( ). T T + + + APINO3O2 NO ' APO3NO1 ' APO3NO2 NO i i MW 5 6 2 OA K HO + + + i APINO3O2 ' APO3HO21 ' APO3HO22 = i i Y M 2 7 8 0 1 K M 0 i + + APIN NO ' APNO31 ' APNO32 . 3 9 10

  14. 10-product model curves at 298K More SOA in low-NOxthan in high-NOx(factor 8 difference) -pinene + OH leads to more SOA than -pinene + O3

  15. Why more SOA in low than high-NOx? Hydroperoxides (condensable) Low-NOx OOH OOH OOH +O2 OH OH +HO2 OH OH + +HO2 +O2 OH OO O + O OH OH O O OH O +NO 90% O +NO High-NOx decomposition pinonaldehyde 10% ONO2 ++ OH OH O2 O + NO2 + nitrates O NO O O O O+CO2 O O ON O O CH2 Peroxy acyl nitrates More decompositions More volatile products

  16. Verification at intermediate NOx Full model parameter model (modified)

  17. Sensitivity to photolysis and oxidants Not accounting for photolysis of SOA during ageing Accumulation of condensables Not very sensitive to chosen OH or HO2 very high yields

  18. Comparison with other parameterizations T = 298 K Low-NOx: Yields in this study are higher than for others, Aging impact Very low-NOx But, also high yields in Ng et al. (2007) High-NOx: similar to Presto et al. (2005)

  19. Summary BOREAM simulations of smog chamber photo-oxidation: most SOA yields within factor 2 Some overestimations for low-NOx 10-product model fit to explicit box model BOREAM including aging Low-NOxSOA higher than previous parameterizations based on smog chambers (impact aging) Photolysis of compounds in aerosol phase important EVAPORATION: New vapour pressure estimation method

  20. Thank you for your attention!

  21. -pinene + O3and pinonaldehyde chemistry

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