aerosols (11_aerosols)
Description
The 11_aerosols module calculates the air pollution emissions.
Interfaces
Input
| Description | Unit | A | |
|---|---|---|---|
| cm_emiscen | policy scenario choice | x | |
| cm_startyear | first optimized modelling time step | \(year\) | x |
| pm_emiExog (tall, all_regi, all_enty) |
exogenous emissions | x | |
| pm_emifac (tall, all_regi, all_enty, all_enty, all_te, all_enty) |
emission factor by technology for all types of emissions in emiTe | x | |
| pm_share_ind_fehos (tall, all_regi) |
Share of heating oil used in the industry (rest is residential) | x | |
| pm_share_ind_fesos (tall, all_regi) |
Share of coal solids (coaltr) used in the industry (rest is residential) | x | |
| pm_share_ind_fesos_bio (tall, all_regi) |
Share of biomass solids (biotr) used in the industry (rest is residential) | x | |
| pm_share_trans (tall, all_regi) |
transportation share | x | |
| pm_ts (tall) |
(t_n+1 - t_n-1)/2 for a timestep t_n | x | |
| vm_cesIO (tall, all_regi, all_in) |
Production factor | x | |
| vm_costpollution (tall, all_regi) |
costs for air pollution policies | x | |
| vm_demPe (tall, all_regi, all_enty, all_enty, all_te) |
pe demand. | \(TWa, Uranium: Mt Ur\) | x |
| vm_prodFe (ttot, all_regi, all_enty, all_enty, all_te) |
fe production. | \(TWa\) | x |
Output
| Description | Unit | |
|---|---|---|
| pm_emiAPexo (ttot, all_regi, all_enty, all_exogEmi) |
exogenous emissions from RCP scenarios | |
| pm_emiAPexoGlob (ttot, all_enty, all_exogEmi) |
exogenous emissions for aviation and international shipping from RCP scenarios | |
| pm_emiAPexsolve (tall, all_regi, all_sectorEmi, emiRCP) |
??? |
Realizations
(A) exoGAINS
Bundle the air pollution emission results from different sources. We calculate the emissions for sectors that are available in the GAINS model with the interactively run script exoGAINSAirpollutants.R. Land related emissions are taken from MAGPIE.
\[\begin{multline*} vm\_costpollution(t,regi) = \sum_{emi2te(enty,enty2,te,enty3)}\left( 0.000001 \cdot pm\_ts(t) \cdot \left( \left( \left(p11\_EF\_uncontr(enty,enty2,te,regi,enty3,"indst")-pm\_emifac(t,regi,enty,enty2,te,enty3)\right) \cdot vm\_demPe(t,regi,enty,enty2,te) \cdot p11\_share\_sector(t,enty,enty2,te,"indst",regi) \cdot p11\_costpollution(te,enty3,"indst") \right)\$\left( sectorEndoEmi2te(enty,enty2,te,"indst") \& pe2se(enty,enty2,te) \right) + \left( \left(p11\_EF\_uncontr(enty,enty2,te,regi,enty3,"res")-pm\_emifac(t,regi,enty,enty2,te,enty3)\right) \cdot vm\_demPe(t,regi,enty,enty2,te) \cdot p11\_share\_sector(t,enty,enty2,te,"res",regi) \cdot p11\_costpollution(te,enty3,"res") \right)\$\left(sectorEndoEmi2te(enty,enty2,te,"res") \& pe2se(enty,enty2,te) \right) + \left( \left(p11\_EF\_uncontr(enty,enty2,te,regi,enty3,"trans")-pm\_emifac(t,regi,enty,enty2,te,enty3)\right) \cdot vm\_prodFe(t,regi,enty,enty2,te) \cdot p11\_share\_sector(t,enty,enty2,te,"trans",regi) \cdot p11\_costpollution(te,enty3,"trans") \right)\$\left(sectorEndoEmi2te(enty,enty2,te,"trans") \& se2fe(enty,enty2,te) \right) + \left( \left(p11\_EF\_mean(enty,enty2,te,enty3)-pm\_emifac(t,regi,enty,enty2,te,enty3) \right) \cdot vm\_demPe(t,regi,enty,enty2,te) \cdot p11\_share\_sector(t,enty,enty2,te,"power",regi) \cdot p11\_costpollution(te,enty3,"power") \right)\$\left(sectorEndoEmi2te(enty,enty2,te,"power") \& pe2se(enty,enty2,te) \right) + \left( \left(p11\_EF\_uncontr("peoil","seel","dot",regi,enty3,"power")-p11\_EF\_mean("peoil","seel","dot",enty3)\right) \cdot vm\_demPe(t,regi,"peoil","seel","dot") \cdot p11\_costpollution("dot",enty3,"power") \right)\$\left( sameas(enty,"peoil") \& sameas(enty2,"seel") \& sameas(te,"dot") \right) + \left( \left(p11\_EF\_mean(enty,enty2,te,enty3)-pm\_emifac(t,regi,enty,enty2,te,enty3)\right) \cdot vm\_demPe(t,regi,enty,enty2,te) \cdot p11\_share\_sector(t,enty,enty2,te,"trans",regi) \cdot p11\_costpollution(te,enty3,"trans") \right)\$\left(sectorEndoEmi2te(enty,enty2,te,"trans") \& pe2se(enty,enty2,te) \right) \right) \right) \end{multline*}\]
Limitations EDGE-transport runs in between iterations and is therefore not fully optimized.
Definitions
Objects
| Description | Unit | A | |
|---|---|---|---|
| f11_emiAPexo (tall, all_regi, all_rcp_scen, all_enty, all_exogEmi) |
exogenous emissions from RCP scenarios | x | |
| f11_emiAPexoAgricult (tall, all_regi, all_enty, all_exogEmi, all_rcp_scen) |
ECLIPSE emission factors of air pollutants | x | |
| f11_emiAPexoGlob (tall, all_rcp_scen, all_enty, all_exogEmi) |
exogenous emissions for aviation and international shipping from RCP scenarios | x | |
| f11_emiAPexsolve (tall, all_regi, all_sectorEmi, emiRCP, all_APscen) |
ECLIPSE emission factors of air pollutants | x | |
| f11_emiFacAP (tall, all_regi, all_enty, all_enty, all_te, all_sectorEmi, emisForEmiFac, all_APscen) |
ECLIPSE emission factors of air pollutants | x | |
| p11_cesIO (tall, all_regi, all_in) |
cesIO parameter specific for the module | x | |
| p11_costpollution (all_te, all_enty, sectorEndoEmi) |
pollutant abatement costs in | \(\$/t\) | x |
| p11_EF_mean (all_enty, all_enty, all_te, all_enty) |
global mean pollutant emission factor in 2005 | x | |
| p11_EF_uncontr (all_enty, all_enty, all_te, all_regi, all_enty, sectorEndoEmi) |
regional uncontrolled pollutant emission factor | x | |
| p11_emiAPexoAgricult (ttot, all_regi, all_enty, all_exogEmi) |
Air pollution generated by exoGAINSAirpollutants.R | x | |
| p11_emiAPexsolveGDX (tall, all_regi, all_sectorEmi, emiRCP) |
parameter p11_emiAPexsolve loaded from the gdx | x | |
| p11_emiFacAP (tall, all_regi, all_enty, all_enty, all_te, sectorEndoEmi, all_enty) |
air pollutant emission factors | \(Gt(species)/TWa\) | x |
| p11_share_sector (tall, all_enty, all_enty, all_te, sectorEndoEmi, all_regi) |
share of technology that goes into industry, residential, and transport sectorEndoEmi | \(1\) | x |
| q11_costpollution (tall, all_regi) |
calculates the costs for air pollution policies | x |
Sets
| description | |
|---|---|
| all_APscen | all air pollutant scenarios |
| all_enty | all types of quantities |
| all_exogEmi | all exogenous emission types |
| all_in | all inputs and outputs of the CES function |
| all_rcp_scen | all possible RCP scenarios |
| all_regi | all regions |
| all_sectorEmi | all sectors with emissions |
| all_te | all energy technologies, including from modules |
| emi2te(all_enty, all_enty, all_te, all_enty) | map emissions to technologies |
| emiAP(all_enty) | Used for allocation of emission factors |
| emiExog(all_enty) | exogenous emissions |
| emiRCP | emission types exported to MAGICC |
| emisForEmiFac(all_enty) | types of emissions that are only calculated in a post-processing routine after the optimization |
| enty(all_enty) | all types of quantities |
| fe_tax_sub_sbi(all_in, all_in) | correspondence between tax and subsidy input data resolution and model sectoral resolution. For FE which takes the pathway I to the CES |
| in(all_in) | All inputs and outputs of the CES function |
| modules | all the available modules |
| pe2se(all_enty, all_enty, all_te) | map primary energy carriers to secondary |
| regi(all_regi) | all regions used in the solution process |
| se2fe(all_enty, all_enty, all_te) | map secondary energy to end-use energy using a technology |
| sectorEndoEmi(all_sectorEmi) | sectors with endogenous emissions |
| sectorEndoEmi2te(all_enty, all_enty, all_te, sectorEndoEmi) | map sectors to technologies |
| sectorEndoEmi2te_dyn11(all_enty, all_enty, all_te, sectorEndoEmi) | map sectors to technologies |
| t(ttot) | modeling time, usually starting in 2005, but later for fixed delay runs |
| tall | time index |
| te(all_te) | energy technologies |
| ttot(tall) | time index with spin up |
Authors
Sebastian Rauner, David Klein, Jessica Strefler