REMIND - REgional Model of INvestments and Development

3.0.0

created with goxygen 1.2.4

aerosols (11_aerosols)

Description

The 11_aerosols module calculates the air pollution emissions.

Interfaces

Interfaces to other modules

Input

module inputs (A: exoGAINS)
  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

module outputs
  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.

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*}\]

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.

Limitations EDGE-transport runs in between iterations and is therefore not fully optimized. EDGE-transport runs in between iterations and is therefore not fully optimized. EDGE-transport runs in between iterations and is therefore not fully optimized.

Definitions

Objects

module-internal objects (A: exoGAINS)
  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

sets in use
  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

See Also

01_macro, core

References