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Added a new inorganic nucleation subroutine to tomas_mod.F90. #2528

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The nucleation scheme is based on this paper:
https://www.science.org/doi/10.1126/science.aaf2649.

Name and Institution (Required)

Name: Samuel O'Donnell
Institution: Colorado State University

Describe the update

We have added a new inorganic nucleation mechanism to the TOMAS aerosol package. The nucleation mechanisms are based on Dunne et al. (2016; https://www.science.org/doi/10.1126/science.aaf2649), and was originally written by Jeff Pierce at CSU. We have not included the organic nucleation mechanism outlined in Riccobono et al. (2014) which is part of the Dunne et al. (2016) paper.

A new switch has been added (dunn_nuc; 0/1) in order to turn the mechanism off/on, consistent with the existing inorganic nucleation mechanisms. The updated scheme uses sulfuric acid (molecules/cm^3) and ammonia (molecules/cm^3) in a simple power-law function to give the formation rate of small particles. In order to better match observations of new particle formation events at the Southern Great Plains (SGP) observatory, we had to scale up the nucleation mechanism by 1000x for the 15 bin simulation. This updated is relatively untested with TOMAS40, so the 1000x multiplier should be tested with a TOMAS40 simulation.

Expected changes

Overall, nucleation and particle growth is a buffered system, so the nucleation rates should result in little changes to bulk aerosol mass. Ideally, the updated mechanisms should lead to better agreement with observations in terms of new particle formation event frequency, duration, and strength throughout the globe, but we have only tested this at the SGP site so far.

Reference(s)

The work with updates to TOMAS are not published yet.

Related Github Issue

Please link to the corresponding Github issue(s) here. If fixing a bug, there should be an issue describing it with steps to reproduce.

The nucleation scheme is based on this paper:
https://www.science.org/doi/10.1126/science.aaf2649.

We added a 1000x multiplier to the total inorganic nucleation rate in
order to match observations better.
@yantosca yantosca added category: Feature Request New feature or request topic: Aerosols Related to aerosol species in GEOS-Chem labels Oct 29, 2024
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yantosca commented Dec 2, 2024

Also tagging @BettyCroft who has worked with TOMAS more recently

@yantosca yantosca self-requested a review January 27, 2025 20:27
@yantosca yantosca self-assigned this Jan 27, 2025
@@ -140,7 +140,8 @@ MODULE TOMAS_MOD
REAL(fp), SAVE, ALLOCATABLE :: ECSCALE30(:)
REAL(fp), SAVE, ALLOCATABLE :: ECSCALE100(:)

INTEGER :: bin_nuc = 1, tern_nuc = 1 ! Switches for nucleation type.
INTEGER :: bin_nuc = 0, tern_nuc = 0 ! Switches for nucleation type.
INTEGER :: dunn_nuc = 1
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If these are intended to be constant values, consider declaring these with the PARAMETER attribute (i.e. INTEGER, PARAMETER :: bin_nuc =0, etc. That will provide some extra protection in case someone else tries to modify the value elsewhere.

@@ -1979,8 +1994,13 @@ SUBROUTINE getNucRate(Nk, Mk, Gci,fn,mnuc,nflg, ionrate,surf_area, &
h2so4 = Gci(srtso4)/boxvol*1000.e+0_fp/98.e+0_fp*6.022e+23_fp
nh3ppt = Gci(srtnh4)/17.e+0_fp/(boxmass/29.e+0_fp)*1e+12_fp* &
PRES/101325.*273./TEMPTMS ! corrected for pressure (because this should be concentration)

nh3moleccm3 = Gci(srtnh4)/boxvol*1000.e+0_fp/17e+0_fp*6.022e+23_fp ! Changed by SamO
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For consistency, please use the MW of 17.04 for NH3 as defined in the species_database.yml file here:

https://github.com/samuelod-atmos/geos-chem/blob/aedbeb6b4fb2384828131425d831bcd95364d6d0/run/shared/species_database.yml#L3399-L3418

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Also please use the AIRMW parameter from Headers/physconstants.F90 for the MW of air. This is defined as 28.9644 g/mol.

https://github.com/samuelod-atmos/geos-chem/blob/main/Headers/physconstants.F90


Mair = 2.69E19*273.15/TEMPTMS*PRES/101325.
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Use _fp to prevent loss of precision:

Mair = 2.69E19_fp * 273.15_fp / TEMPTMS * PRES / 101325.0_fp

@@ -2787,12 +2822,16 @@ SUBROUTINE NUCLEATION(Nki,Mki,Gci,Nkf,Mkf,Gcf,fn,fn1,totsulf, &

errorswitch = .false.

Mair = 2.69E19*273.15/TEMPTMS*PRES/101325.
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Use _fp to prevent loss of precision:

Mair = 2.69E19_fp * 273.15_fp / TEMPTMS * PRES / 101325.0_fp

h2so4 = Gci(srtso4)/boxvol*1000.e+0_fp/98.e+0_fp*6.022e+23_fp
nh3ppt = Gci(srtnh4)/17.e+0_fp/(boxmass/29.e+0_fp)*1e+12_fp* &
PRES/101325.*273./TEMPTMS ! corrected for pressure (because this should be concentration)
nh3moleccm3 = Gci(srtnh4)/boxvol*1000.e+0_fp/17e+0_fp*6.022e+23_fp ! Changed by SamO
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Use 17.04 for the MW of NH3 (see above comment)

parameter(pbn=3.95, ubn=9.70, vbn=12.6, wbn=-0.00707, ptn=2.89)
parameter(utn=182., vtn=1.20, wtn=-4.19, pAn=8.00, an=1.6d-6)
parameter(pbi=3.37, ubi=-11.5, vbi=25.5, wbi=0.181, pti=3.14)
parameter(uti=-23.8, vti=37.0, wti=0.227, pAi=3.07, ai=0.00485)
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Each of the parameters should be followed by d0 to prevent a loss of precision

temp=tempi !SamO
!temp=278.0
nh3=nh3i*1E-6 ! I think they want it in units of 1E6 molec cm-3
cna=cnai*1E-6
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Use 1d-6 to prevent loss of precision

!fion = 75.0 !SamO

! CALCULATE ION CONCENTRATION
alpha_ion = 6d-8*sqrt(300./temp) + 6d-26*Mair*(300./temp)**4 ! Need Mair in air molec per cm3
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Use 300.0d0 to prevent a loss of precision.

kbn = exp(ubn - exp(vbn*(temp/1000. - wbn)))
ktn = exp(utn - exp(vtn*(temp/1000. - wtn)))
kbi = exp(ubi - exp(vbi*(temp/1000. - wbi)))
kti = exp(uti - exp(vti*(temp/1000. - wti)))
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Use 1000.0d0 to prevent a loss of precision.

ffi = nh3*cna**pti/(ai + (cna**pti)/(nh3**pAi))
else
ffn = 0.
ffi = 0.
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Use 0.0d0 to prevent a loss of precision

@yantosca yantosca self-requested a review January 27, 2025 20:49
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Thanks for this PR @samuelod-atmos. I've noted several minor issues.

Also would add a note to the CHANGELOG.md file under the Added section Something

- Added new inorganic nucleation subroutine to `tomas_mod.F90` (cf. 10.1126/science.aaf2649)

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