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Adapt reportEmiAirPol.R
to use renamed air pollution variables after MAGICC6 removal
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Type: Package | ||
Package: remind2 | ||
Title: The REMIND R package (2nd generation) | ||
Version: 1.162.0 | ||
Date: 2024-12-10 | ||
Version: 1.162.1 | ||
Date: 2024-12-18 | ||
Authors@R: c( | ||
person("Renato", "Rodrigues", , "[email protected]", role = c("aut", "cre")), | ||
person("Lavinia", "Baumstark", role = "aut"), | ||
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#' @author Antoine Levesque, Jerome Hilaire | ||
#' @seealso \code{\link{convGDX2MIF}} | ||
#' @examples | ||
#' \dontrun{reportEmiAirPol(gdx)} | ||
#' \dontrun{ | ||
#' reportEmiAirPol(gdx) | ||
#' } | ||
#' | ||
#' @export | ||
#' @importFrom gdx readGDX | ||
#' @importFrom magclass collapseNames getNames<- mbind setNames new.magpie getRegions getYears mbind setYears getItems<- | ||
reportEmiAirPol <- function(gdx,regionSubsetList=NULL,t=c(seq(2005,2060,5),seq(2070,2110,10),2130,2150)){ | ||
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#' @importFrom magclass new.magpie mbind getNames<- setNames collapseNames getYears getItems | ||
reportEmiAirPol <- function(gdx, regionSubsetList = NULL, t = c(seq(2005, 2060, 5), seq(2070, 2110, 10), 2130, 2150)) { | ||
# Get realisation name | ||
realisation <- readGDX(gdx, "module2realisation") | ||
realisation <- realisation[which(realisation[,1] == "aerosols"),2] | ||
realisation <- realisation[which(realisation[, 1] == "aerosols"), 2] | ||
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######### initialisation ########### | ||
tmp <- NULL | ||
out <- NULL | ||
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if (! realisation == "exoGAINS") stop("not allowed air pollution realization.") | ||
if (!realisation == "exoGAINS") stop("not allowed air pollution realization.") | ||
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######### initialisation ########### | ||
airpollutants <- c("so2","bc","oc","CO","VOC","NOx","NH3") | ||
airpollutants <- c("so2", "bc", "oc", "CO", "VOC", "NOx", "NH3") | ||
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######### internal function ########### | ||
generateReportingEmiAirPol <- function(pollutant,i_emiAPexsolve=pm_emiAPexsolve,i_emiAPexo=pm_emiAPexo){ | ||
generateReportingEmiAirPol <- function(pollutant, i_emiAPexsolve = p11_emiAPexsolve, i_emiAPexo = p11_emiAPexo) { | ||
poll_rep <- toupper(pollutant) | ||
tmp <- NULL | ||
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# reduce to the pollutant | ||
emiAPexsolve <- collapseNames(i_emiAPexsolve[,,pollutant]) | ||
emiAPexo <- collapseNames(i_emiAPexo[,,pollutant]) | ||
emiAPexsolve <- collapseNames(i_emiAPexsolve[, , pollutant]) | ||
emiAPexo <- collapseNames(i_emiAPexo[, , pollutant]) | ||
getSets(emiAPexo) <- getSets(emiAPexsolve) | ||
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# add indprocess to indst | ||
emiAPexsolve[,,"indst"] <- emiAPexsolve[,,"indst"] + emiAPexsolve[,,"indprocess"] | ||
emiAPexsolve[, , "indst"] <- emiAPexsolve[, , "indst"] + emiAPexsolve[, , "indprocess"] | ||
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# Replace REMIND sector names by reporting ones | ||
mapping = data.frame( | ||
mapping <- data.frame( | ||
remind = c("power", "indst", "res", "trans", "solvents", "extraction"), | ||
reporting = c(paste0("Emi|", poll_rep, "|Energy Supply|Electricity (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Industry (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Buildings (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport|Ground Trans (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Solvents (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Supply|Extraction (Mt ", poll_rep, "/yr)"))) | ||
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emiAPexsolve <- setNames(emiAPexsolve[,,mapping$remind],as.character(mapping$reporting)) | ||
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tmp <- | ||
mbind(emiAPexsolve, | ||
setNames(emiAPexo[,,"AgWasteBurning"], paste0("Emi|",poll_rep,"|Land Use|Agricultural Waste Burning (Mt ",poll_rep,"/yr)")), | ||
setNames(emiAPexo[,,"Agriculture"], paste0("Emi|",poll_rep,"|Land Use|Agriculture (Mt ",poll_rep,"/yr)")), | ||
setNames(emiAPexo[,,"ForestBurning"], paste0("Emi|",poll_rep,"|Land Use|Forest Burning (Mt ",poll_rep,"/yr)")), | ||
setNames(emiAPexo[,,"GrasslandBurning"],paste0("Emi|",poll_rep,"|Land Use|Savannah Burning (Mt ",poll_rep,"/yr)")), | ||
setNames(emiAPexo[,,"Waste"], paste0("Emi|",poll_rep,"|Waste (Mt ",poll_rep,"/yr)"))) | ||
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reporting = c( | ||
paste0("Emi|", poll_rep, "|Energy Supply|Electricity (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Industry (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Buildings (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport|Ground Trans (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Solvents (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Supply|Extraction (Mt ", poll_rep, "/yr)") | ||
) | ||
) | ||
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emiAPexsolve <- setNames(emiAPexsolve[, , mapping$remind], as.character(mapping$reporting)) | ||
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tmp <- mbind( | ||
emiAPexsolve, | ||
setNames(emiAPexo[, , "AgWasteBurning"], paste0("Emi|", poll_rep, "|Land Use|Agricultural Waste Burning (Mt ", poll_rep, "/yr)")), | ||
setNames(emiAPexo[, , "Agriculture"], paste0("Emi|", poll_rep, "|Land Use|Agriculture (Mt ", poll_rep, "/yr)")), | ||
setNames(emiAPexo[, , "ForestBurning"], paste0("Emi|", poll_rep, "|Land Use|Forest Burning (Mt ", poll_rep, "/yr)")), | ||
setNames(emiAPexo[, , "GrasslandBurning"], paste0("Emi|", poll_rep, "|Land Use|Savannah Burning (Mt ", poll_rep, "/yr)")), | ||
setNames(emiAPexo[, , "Waste"], paste0("Emi|", poll_rep, "|Waste (Mt ", poll_rep, "/yr)")) | ||
) | ||
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# Set NAs to 0 | ||
tmp[is.na(tmp)] <- 0 | ||
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return(tmp) | ||
} | ||
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####### conversion factors ########## | ||
pm_conv_TWa_EJ <- 31.536 | ||
conv_MtSO2_to_MtS <- 1/2 # 32/(32+2*16) | ||
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####### read in needed data ######### | ||
## sets | ||
ttot <- as.numeric(readGDX(gdx, name=c("ttot"), format="first_found")) | ||
ttot <- as.numeric(readGDX(gdx, name = c("ttot"), format = "first_found")) | ||
## parameter | ||
pm_emiAPexsolve <- readGDX(gdx, name=c("pm_emiAPexsolve"), field="l", format="first_found")[,ttot,] | ||
pm_emiAPexo <- readGDX(gdx, name=c("pm_emiAPexo"), field="l", format="first_found")[,ttot,airpollutants] | ||
pm_emiAPexoGlob <- readGDX(gdx, name=c("pm_emiAPexoGlob"), field="l", format="first_found")[,ttot,airpollutants] | ||
p11_emiAPexsolve <- readGDX( | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. .. and added |
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gdx, | ||
name = c("p11_emiAPexsolve", "pm_emiAPexsolve"), field = "l", format = "first_found" | ||
)[, ttot, ] | ||
p11_emiAPexo <- readGDX( | ||
gdx, | ||
name = c("p11_emiAPexo", "pm_emiAPexo"), field = "l", format = "first_found" | ||
)[, ttot, airpollutants] | ||
p11_emiAPexoGlob <- readGDX( | ||
gdx, | ||
name = c("p11_emiAPexoGlob", "pm_emiAPexoGlob"), field = "l", format = "first_found" | ||
)[, ttot, airpollutants] | ||
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####### prepare parameter ######################## | ||
magclass::getNames(pm_emiAPexsolve) <- gsub("SOx","so2",magclass::getNames(pm_emiAPexsolve)) | ||
magclass::getNames(pm_emiAPexsolve) <- gsub("NMVOC","VOC",magclass::getNames(pm_emiAPexsolve)) | ||
getNames(p11_emiAPexsolve) <- gsub("SOx", "so2", getNames(p11_emiAPexsolve)) | ||
getNames(p11_emiAPexsolve) <- gsub("NMVOC", "VOC", getNames(p11_emiAPexsolve)) | ||
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####### calculate reporting parameters ############ | ||
# Loop over air pollutants and call reporting generating function | ||
out <- do.call("mbind", lapply(airpollutants, generateReportingEmiAirPol)) | ||
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# Add global values | ||
out <- mbind(out, dimSums(out,dim=1)) | ||
out <- mbind(out, dimSums(out, dim = 1)) | ||
# add other region aggregations | ||
if (!is.null(regionSubsetList)) | ||
if (!is.null(regionSubsetList)) { | ||
out <- mbind(out, calc_regionSubset_sums(out, regionSubsetList)) | ||
} | ||
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# Loop over air pollutants and add some variables | ||
for (pollutant in airpollutants) { | ||
poll_rep <- toupper(pollutant) | ||
tmp <- NULL | ||
# Add Aviation and Int. Shipping emissions | ||
tmp <- mbind(tmp,setNames(pm_emiAPexoGlob["GLO",,"InternationalShipping"][,,pollutant],paste0("Emi|",poll_rep,"|Energy Demand|Transport|International Shipping (Mt ",poll_rep,"/yr)")), | ||
setNames(pm_emiAPexoGlob["GLO",,"Aviation"][,,pollutant], paste0("Emi|",poll_rep,"|Energy Demand|Transport|Aviation (Mt ",poll_rep,"/yr)")) | ||
) | ||
tmp1 <- new.magpie(getRegions(out),getYears(out),magclass::getNames(tmp),fill=0) | ||
tmp1["GLO",,] <- tmp["GLO",,] | ||
out <- mbind(out,tmp1) | ||
# Aggregation: Transport and Energy Supply | ||
out <- mbind(out, | ||
setNames(dimSums(out[,, | ||
c(paste0("Emi|",poll_rep,"|Energy Demand|Transport|Ground Trans (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Energy Demand|Transport|International Shipping (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Energy Demand|Transport|Aviation (Mt ",poll_rep,"/yr)"))],dim = 3), | ||
paste0("Emi|",poll_rep,"|Energy Demand|Transport (Mt ",poll_rep,"/yr)")), | ||
setNames(dimSums(out[,, | ||
c(paste0("Emi|",poll_rep,"|Energy Supply|Electricity (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Energy Supply|Extraction (Mt ",poll_rep,"/yr)"))],dim = 3), | ||
paste0("Emi|",poll_rep,"|Energy Supply (Mt ",poll_rep,"/yr)")) | ||
) | ||
# Aggregation: Energy Demand + Energy Supply, Land Use | ||
out <- mbind(out, | ||
setNames(dimSums(out[,,c(paste0("Emi|",poll_rep,"|Energy Demand|Industry (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Energy Demand|Buildings (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Energy Demand|Transport (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Energy Supply (Mt ",poll_rep,"/yr)"))],dim = 3), | ||
paste0("Emi|",poll_rep,"|Energy Supply and Demand (Mt ",poll_rep,"/yr)")), | ||
setNames(dimSums(out[,,c(paste0("Emi|",poll_rep,"|Land Use|Savannah Burning (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Land Use|Forest Burning (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Land Use|Agriculture (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Land Use|Agricultural Waste Burning (Mt ",poll_rep,"/yr)"))],dim = 3), | ||
paste0("Emi|",poll_rep,"|Land Use (Mt ",poll_rep,"/yr)")) | ||
) | ||
# Compute total | ||
out <- mbind(out, | ||
setNames(dimSums(out[,,c(paste0("Emi|",poll_rep,"|Energy Supply and Demand (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Solvents (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Land Use (Mt ",poll_rep,"/yr)"), | ||
paste0("Emi|",poll_rep,"|Waste (Mt ",poll_rep,"/yr)"))],dim=3), | ||
paste0("Emi|",poll_rep," (Mt ",poll_rep,"/yr)")) | ||
) | ||
poll_rep <- toupper(pollutant) | ||
tmp <- NULL | ||
# Add Aviation and Int. Shipping emissions | ||
tmp <- mbind( | ||
tmp, | ||
setNames( | ||
p11_emiAPexoGlob["GLO", , "InternationalShipping"][, , pollutant], | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport|International Shipping (Mt ", poll_rep, "/yr)") | ||
), | ||
setNames( | ||
p11_emiAPexoGlob["GLO", , "Aviation"][, , pollutant], | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport|Aviation (Mt ", poll_rep, "/yr)") | ||
) | ||
) | ||
tmp1 <- new.magpie(getItems(out, dim = 1), getYears(out), getNames(tmp), fill = 0) | ||
tmp1["GLO", , ] <- tmp["GLO", , ] | ||
out <- mbind(out, tmp1) | ||
# Aggregation: Transport and Energy Supply | ||
out <- mbind( | ||
out, | ||
setNames( | ||
dimSums(out[ | ||
, , | ||
c( | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport|Ground Trans (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport|International Shipping (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport|Aviation (Mt ", poll_rep, "/yr)") | ||
) | ||
], dim = 3), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport (Mt ", poll_rep, "/yr)") | ||
), | ||
setNames( | ||
dimSums(out[ | ||
, , | ||
c( | ||
paste0("Emi|", poll_rep, "|Energy Supply|Electricity (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Supply|Extraction (Mt ", poll_rep, "/yr)") | ||
) | ||
], dim = 3), | ||
paste0("Emi|", poll_rep, "|Energy Supply (Mt ", poll_rep, "/yr)") | ||
) | ||
) | ||
# Aggregation: Energy Demand + Energy Supply, Land Use | ||
out <- mbind( | ||
out, | ||
setNames( | ||
dimSums(out[, , c( | ||
paste0("Emi|", poll_rep, "|Energy Demand|Industry (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Buildings (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Demand|Transport (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Energy Supply (Mt ", poll_rep, "/yr)") | ||
)], dim = 3), | ||
paste0("Emi|", poll_rep, "|Energy Supply and Demand (Mt ", poll_rep, "/yr)") | ||
), | ||
setNames( | ||
dimSums(out[, , c( | ||
paste0("Emi|", poll_rep, "|Land Use|Savannah Burning (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Land Use|Forest Burning (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Land Use|Agriculture (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Land Use|Agricultural Waste Burning (Mt ", poll_rep, "/yr)") | ||
)], dim = 3), | ||
paste0("Emi|", poll_rep, "|Land Use (Mt ", poll_rep, "/yr)") | ||
) | ||
) | ||
# Compute total | ||
out <- mbind( | ||
out, | ||
setNames( | ||
dimSums(out[, , c( | ||
paste0("Emi|", poll_rep, "|Energy Supply and Demand (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Solvents (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Land Use (Mt ", poll_rep, "/yr)"), | ||
paste0("Emi|", poll_rep, "|Waste (Mt ", poll_rep, "/yr)") | ||
)], dim = 3), | ||
paste0("Emi|", poll_rep, " (Mt ", poll_rep, "/yr)") | ||
) | ||
) | ||
} | ||
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getSets(out)[3] <- "variable" | ||
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Replaced
pm_X
here..