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Parameterization of SOA formation Parameterization of SOA formation

Parameterization of SOA formation - PowerPoint Presentation

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Parameterization of SOA formation - PPT Presentation

for α pinene based on a detailed mechanism Karl Ceulemans Steven Compernolle JeanFrançois Müller Belgian Institute for Space Aeronomy Brussels Belgium Eurochamp ID: 932653

soa nox pinene model nox soa model pinene high product oxidation generic smog 2007 yields photo products chamber chemistry

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Slide1

Parameterization of SOA formation for α-pinene, based on a detailed mechanism

Karl Ceulemans– Steven Compernolle – Jean-François Müller Belgian Institute for Space Aeronomy, Brussels, Belgium

Eurochamp 2 Workshop, Manchester, 2011

Slide2

OutlineBOREAM: Detailed model for α-pinene SOASimulations of smog chamber experiments

10-product model parameterization including ageing

Slide3

BOREAM : explicit model for α-pinene SOA

Gas phase reaction model with additional generic chemistry and aerosol formation module10000 reactions, 2500 compoundsUsing KPP solver

Capouet et al. (2008), Ceulemans et al. (2010)

Slide4

Explicit chemistry

Based on advanced theoretical calculations and SARsOxidation by OH, O3 and NO3 Oxidation

products react with OH or photolyse (now also

in aerosol phase

)

Vapour

pressure

method

:

Capouet

& Müller (2006)

Slide5

Generic chemistrySecond 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

Slide6

Smog chamber Photo-oxidation

low-NOx experiments (Ng et al. 2007) α-pinene and O3 given in Valorso et al. (2011)Initial: 330 ppt NO, 330 ppt NO2 , 4 ppb O3 , blacklights

α-

pinene decay well-reproducedozone : reasonable agreement, sensitive to assumptions!

Slide7

Smog chamber Photo-oxidation: SOA

evolutionfor Ng et al. 2007 exp. 1 (low NOx):SOA mass yields are overestimated: experimental SOA yield is 40%, BOREAM simulation: 60%

Slide8

Smog chamber Photo-oxidation: SOA

compositionMolar composition for Ng et al. (2007) exp. 1 (low NOx):

SOA is dominated by hydroxy dihydroperoxidesParticle phase chemistry of hydroperoxides?

Slide9

Model performance: Photo-oxidation

two low-NOx experiments, (Ng et al. 2007) ; somewhat overestimatedmost SOA yields within factor 2

*

Slide10

10-product parameter model5 scenarios:

OH (low and high-NOx )O3 (low and high-NOx ) NO3 (high-NOx)

Products fit to full model simulations with ageingDiurnal cycle for VOC, OH, HO2 and O3 ; deposition

SOA equilibrium after 12 days

Slide11

Two-product model parameterizationsOdum (1996) Y : SOA mass yield

M0 : absorbing organic mass αi : mass stoichiometric coefficient of product i Ki

: Pankow (1994) absorption equilibrium constant

Slide12

Temperature dependence of parameters

Absorption equilibrium constant:Stoichiometric coefficient

0°C

30°C

Slide13

10-product model parameters

scenario

product

m

3

µ

g

-1

kJ mol

-1

α

-

pinene

+ OH, low

NOx

1

0.307

-0.022

6.98

85.6

2

0.211

-0.0135

0.117

22.2

α

-

pinene

+ OH, high

NOx

3

0.028

-0.040

0.762

132.2

4

0.109

-0.025

0.00486

85.3

α

-

pinene

+ O

3

, low

NOx

5

0.282

-0.0132

4.155

86.8

6

0.142

-0.025

0.0158

77.1

α

-

pinene

+ O

3

, high

NOx

7

0.016

-0.057

0.837

161.8

8

0.213

-0.0054

0.00326

111.4

α

-

pinene

+ NO

3

high

NOx

9

0.018

-0.049

0.493

172.4

10

0.251-0.0150.00092147.6

Reactions

Slide14

10-product model curves at 298K

More SOA in low-NOx than in high-NOx (factor 8 difference)

α-pinene + OH leads to more SOA than α-pinene + O3

Slide15

Why more SOA in low than

high-NOx ?

High-

NO

x

Low

-

NO

x

Hydroperoxides (condensable)

Peroxy acyl nitrates

nitrates

More

decompositions

More volatile

products

Slide16

Verification at intermediate NO

x

Full model

parameter model

(modified)

Slide17

Sensitivity to photolysis and oxidants

Not accounting for photolysis of SOA during ageing Accumulation of condensables very high yieldsNot very sensitive to chosen OH or HO2

Slide18

Comparison with other parameterizations

Low-NOx : Yields in this study are higher than for others, Aging impactVery low-NO

x But, also high yields in Ng et al. (2007)

High-NOx :

similar to Presto et al. (2005)

T = 298 K

Slide19

SummaryBOREAM simulations of smog chamber photo-oxidation: most SOA yields within factor 2Some overestimations for low-NOx

10-product model fit to explicit box model BOREAM including agingLow-NOx SOA higher than previous parameterizations based on smog chambers (impact aging)Photolysis of compounds in aerosol phase importantEVAPORATION:

New vapour pressure estimation method

Slide20

Thank you for your attention!

Slide21

α

-pinene + O

3

and pinonaldehyde chemistry