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Simulating of Simulating of nucleation nucleation bursts bursts in forest in forest [email protected]

Simulating of nucleation bursts in forest [email protected]

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Page 1: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Simulating of Simulating of nucleation bursts nucleation bursts

in forestin [email protected]

Page 2: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee
Page 3: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee
Page 4: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee
Page 5: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Updates in the simulator:

• Improved submodel of the background aerosol sink.

• Dry deposition according to the Churchill-Bernstein approximation.

• Minor technical improvements.

Both the exe-file and the Pascal source (Delphi console application) will be available for everybody in September.

Page 6: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Time

Process in free air

Process in forest

Final status

Initial steady state

Forest entrance

Nucleation period

Forest processing

Page 7: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Neutral nucleation

Page 8: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

T = 0ºC, p = 1013 mb.Z+ = 1.36 cm2 V-1 s-1, Z- = 1.56 cm2 V-1 s-1,

= 1.6×10-6 cm3 s-1, = 2 g cm-3.

I = 4 cm-3 s-1, J = 8 cm-3 s-1, do = 1.5 nm, no positive ion-induced nucleation.

First condensing substance: 0.55 nm, 2 g cm-3, effective dipole polarizability 0.149 nm3, plain Knudsen growth rate 2 nm/h, critical size and extra temperature of quantum rebound 2.5 nm and 600 K.

Second condensing substance: 0.8 nm, plain Knudsen growth rate 4 nm/h, nano-Köhler threshold 3 nm and power 2.

Background aerosol: 200 nm and 1000 cm-3. Forest: wind 1 m s-1, air residence 200 s, needle diameter 0.9 mm, total length in a unit volume 200 m-2.

Page 9: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Mixed nucleation: 75% neutral + 25% negative

Page 10: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

The calculations were made with 3600 time steps and 2666 size sectionsup to diameter of 10.7 nm.

Four runs required for generating the example data. The total computing time was 41 s when adapted to a 1 GHz Pentium processor.

Page 11: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Depletion of ions on large particles (old model)

N

N

qppp

qppp

dqdDs

dqdDs

2

2

D+ and D− are diffusion coefficients of ions, N is concentration of pre-existing particles of background aerosol, dp and qp, are the mean diameter and the algebraic mean charge number of aerosol particles. dq is characteristic length of Coulomb attachment

kT

edq

4

2

1.671×104 / (T : K) nm

where e is elementary charge, o is electric constant, k is Boltzmann constant, and T is absolute temperature.

Page 12: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Depletion of ions on large particles (new model)

N

N

qppp

qppp

dcqdDs

dcqdDs

)nm 5.1(2

)nm 5.1(2

nm 23

nm 9

p

p

d

dc

Page 13: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Eq. (7) = old approximationEq. (10) = new approximation

Page 14: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

Useful subroutines in the Pascal source

function Mobility { air nitrogen }

{velocity/force} (GasMass {amu}, { 28.96 28.02 } { (m/s) / fN } Polarizability {nm3}, { 0.00171 0.00174 } VisCon1 {nm}, { 0.3036 0.2996 } {JAS26, 1995} VisCon2 {K}, { 44 40 } {pp. 459-475} VisCon3, { 0.8 0.7 } {C: H.Tammet} Pressure {mb}, Temperature {K}, ParticleDensity {g cm-3, for cluster ions typically 2.08}, ParticleCharge {e, for cluster ions 1}, MassDiameter {nm} : double) : double;

Page 15: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

function MassDiameter {Air environment}

{nm} (Pressure {mb}, Temperature {K}, ParticleDensity {g cm-3, for cluster ions typically 2.08}, ParticleCharge {e, for cluster ions 1}, MechMobility {m fN-1 s-1} : real) : real;

{MechMobility = 0.624 * Z (cm2V-1s-1) / q (e)}

Page 16: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

{Ion-particle attachment or coagulation coefficient}

function beta (

q, {number of charges on particle, attracting -, repelling +}{cm3/s} di, {diameter of ion : nm} gcm3, {ion density : g cm-3, typically 2.08} dp, {diameter of particle : nm} T, {temperature : K} p {pressure : mb} : double) : double;

{Uses external function "Mobility" (B: 1e15 m s-1 N-1), diameters of ions of mobility 1.36 and 1.56 cm2/Vs, are in standard conditions 0.79 and 0.70 nm}

Page 17: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

{Particle-particle coagulation coefficient, Sahni approximation}{Uses external function "Mobility"}

function coag(

d1, {diameter of small neutral particle : nm}{cm3/s} d2, {diameter of large charged or neutral particle : nm} h, {extra distance : nm, typically 0.115} gcm3, {small particle density : g cm-3, typically 1.5-2} q, {large particle charge : e} aa, {small particle polarizability : angstrom^3} d0, {critical diameter of quantum rebound : nm, typical 2.5} T0, {extra temperature of quantum rebound: K, typically 300} T, {air temperature : K} mb {air pressure : mb} : double) : double; {Polarizability in angstrom^3 is often estimated as equal to the number of atoms in the cluster or as r^3 for large particles}

Page 18: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

{Growth rate factor GR/GRo for the first substance, designed as modification of function coag at non-evaporating condensation, GRo is plain Knudsen growth rate explained in (Tammet, Kulmala, 2005)}

function growthfactor1 ({dimensionless, uses external function "Mobility"} d1, {diameter of small neutral particle : nm} d2, {diameter of large charged or neutral particle : nm} h, {extra distance : nm, typically 0.115} gcm3, {small particle density : g cm-3, typically 1.5-2} q, {large particle charge : e} aa, {small particle polarizability : angstrom^3} d0, {critical diameter of quantum rebound : nm, typical 2.5} T0, {extra temperature of quantum rebound: K, typically 300} T, {air temperature : K} mb, {air pressure : mb} yua, {first dipole enhancement coefficient} yub {second dipole enhancement coefficient} : double) : double;

{Two alternative methods can be used (dont use both simultaneously!): 1. In case of the method of effective polarizability the actual value of aa shold be presented and yua = yub = 0. Polarizability aa in angstrom^3 is often estimated as equal to the number of atoms in a cluster or as equal to r^3 for large particles. Polarizability of a molecule of sulphuric acid is extra high: about 149 angstrom^3. 2. In case of the method by Nadykto and Yu the parameter aa must be zero, yua = sqr(f1 - 1) / (f2 - 1) and yub = ln((f1 - 1) / (f2 - 1)), where f1 is Nadykto-Yu dipole enhanchement factor for d = 1 nm and f2 is Nadykto-Yu dipole enhanchement factor for d = 2 nm. Nadykto and Yu expected f1 = 4.35 and f2 = 1.8 for sulphuric acid at temperature 298 K, in this case yua = 14 and yub = 1.43}

Page 19: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

{Growth rate factor GR/GRo for the second substance, designed as modification of function coag according to nano-Koehler model GRo is plain Knudsen growth rate explained in (Tammet, Kulmala, 2005)}

function growthfactor2 ({dimensionless, uses external function "Mobility"} d1, {diameter of small neutral particle : nm} d2, {diameter of large charged or neutral particle : nm} h, {extra distance : nm, typically 0.115} gcm3, {small particle density : g cm-3} q, {large particle charge : e} aa, {small particle polarizability : angstrom^3} d0, {critical diameter of nano-Köhler model : nm, about3} p, {power of the nano-Koehler model, about 2} T, {air temperature : K} mb {air pressure : mb} : double) : double; {Polarizability aa in angstrom^3 is often estimated as equal to the

number of atoms in a cluster or as equal to r^3 for larger particles. NB: the second substance is usually an organic compound and has lower polarizability when compared with the sulphuric acid}

Page 20: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

function ion_needlesink ({s-1}

Z {ion mobility : cm2 V-1 s-1}, dneedle {mm, about 0.9 for Pinus Sylvestris}, L {m-2, total length of needles in 1 m^3 of canopy}, wind {m s-1, inside of the canopy}, T {air temperature : K}, mb {air pressure : mb} : double) : double;

function particle_needlesink ({s-1}

dparticle {nm}, gcm3 {particle density : g cm-3}, dneedle {mm, about 0.9 for Pinus Sylvestris}, L {m-2, total length of needles in 1 m^3 of canopy}, wind {m s-1, inside of the canopy}, T {air temperature : K}, mb {air pressure : mb} : double) : double;

Page 21: Simulating of nucleation bursts in forest Hannes.Tammet@ut.ee

The The EndEndThank you for attention,

questions are welcome.