R/readIEA_ETP.R
In pik-piam/mrremind: MadRat REMIND Input Data Package
Defines functions
readIEA_ETP
Documented in
readIEA_ETP
#' Read IEA ETP projections
#'
#' @author Falk Benke
#' @param subtype data subtype. Either "industry", "buildings", "summary", or "transport"
#' @importFrom tibble tibble
#' @importFrom dplyr bind_rows bind_cols select mutate
#' @importFrom readxl read_xlsx
#' @importFrom tidyr drop_na pivot_longer extract
#' @importFrom rlang sym
#' @importFrom magclass as.magpie
readIEA_ETP <- function(subtype) {
region <- NULL
# nolint start
subtypes <- list(
industry = {
list(
file = "ETP2017_industry_summary.xlsx",
prefix = "Industry",
sheets = list(
"OECD", "Non-OECD",
"ASEAN", "Brazil", "China", "European Union",
"India", "Mexico", "Russia", "South Africa", "United States"
),
scenarios = list(
"RTS" = "B4:K110",
"2DS" = "O4:X110",
"B2DS" = "AB4:AK110"
),
rows = tibble(
name = {
c(
NA,
"Total industry final energy consumption|Coal (PJ)",
"Total industry final energy consumption|Oil (PJ)",
"Total industry final energy consumption|Natural gas (PJ)",
"Total industry final energy consumption|Electricity (PJ)",
"Total industry final energy consumption|Heat (PJ)",
"Total industry final energy consumption|Biomass (PJ)",
"Total industry final energy consumption|Waste (PJ)",
"Total industry final energy consumption|Other renewables (PJ)",
"Total industry final energy consumption|Total (PJ)",
NA,
NA,
"CO2 emissions|Total CO2 emissions (MtCO2)",
"CO2 emissions|CO2 captured (MtCO2)",
NA,
NA,
"Cement - final energy consumption|Coal (PJ)",
"Cement - final energy consumption|Oil (PJ)",
"Cement - final energy consumption|Natural gas (PJ)",
"Cement - final energy consumption|Electricity (PJ)",
"Cement - final energy consumption|Heat (PJ)",
"Cement - final energy consumption|Biomass (PJ)",
"Cement - final energy consumption|Waste (PJ)",
"Cement - final energy consumption|Other renewables (PJ)",
"Cement - final energy consumption|Total (PJ)",
NA,
NA,
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Coal (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Oil (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Natural gas (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Electricity (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Heat (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Biomass (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Waste (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Other renewables (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Total (PJ)",
NA,
NA,
"Chemicals and petrochemicals - feedstocks|Coal (PJ)",
"Chemicals and petrochemicals - feedstocks|Oil (PJ)",
"Chemicals and petrochemicals - feedstocks|Natural gas (PJ)",
"Chemicals and petrochemicals - feedstocks|Electricity (PJ)",
"Chemicals and petrochemicals - feedstocks|Heat (PJ)",
"Chemicals and petrochemicals - feedstocks|Biomass (PJ)",
"Chemicals and petrochemicals - feedstocks|Waste (PJ)",
"Chemicals and petrochemicals - feedstocks|Other renewables (PJ)",
"Chemicals and petrochemicals - feedstocks|Total (PJ)",
NA,
NA,
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Coal (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Oil (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Natural gas (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Electricity (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Heat (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Biomass (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Waste (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Other renewables (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Total (PJ)",
NA,
NA,
"Iron and steel - blast furnaces and coke ovens|Coal (PJ)",
"Iron and steel - blast furnaces and coke ovens|Oil (PJ)",
"Iron and steel - blast furnaces and coke ovens|Natural gas (PJ)",
"Iron and steel - blast furnaces and coke ovens|Electricity (PJ)",
"Iron and steel - blast furnaces and coke ovens|Heat (PJ)",
"Iron and steel - blast furnaces and coke ovens|Biomass (PJ)",
"Iron and steel - blast furnaces and coke ovens|Waste (PJ)",
"Iron and steel - blast furnaces and coke ovens|Other renewables (PJ)",
"Iron and steel - blast furnaces and coke ovens|Total (PJ)",
NA,
NA,
"Pulp and paper - final energy consumption|Coal (PJ)",
"Pulp and paper - final energy consumption|Oil (PJ)",
"Pulp and paper - final energy consumption|Natural gas (PJ)",
"Pulp and paper - final energy consumption|Electricity (PJ)",
"Pulp and paper - final energy consumption|Heat (PJ)",
"Pulp and paper - final energy consumption|Biomass (PJ)",
"Pulp and paper - final energy consumption|Waste (PJ)",
"Pulp and paper - final energy consumption|Other renewables (PJ)",
"Pulp and paper - final energy consumption|Total (PJ)",
NA,
NA,
"Aluminium - final energy consumption|Coal (PJ)",
"Aluminium - final energy consumption|Oil (PJ)",
"Aluminium - final energy consumption|Natural gas (PJ)",
"Aluminium - final energy consumption|Electricity (PJ)",
"Aluminium - final energy consumption|Heat (PJ)",
"Aluminium - final energy consumption|Biomass (PJ)",
"Aluminium - final energy consumption|Waste (PJ)",
"Aluminium - final energy consumption|Other renewables (PJ)",
"Aluminium - final energy consumption|Total (PJ)",
NA,
NA,
"Sub-sector CO2 emissions|Cement (MtCO2)",
"Sub-sector CO2 emissions|Chemicals and petrochemicals (MtCO2)",
"Sub-sector CO2 emissions|Iron and steel (MtCO2)",
"Sub-sector CO2 emissions|Pulp and paper (MtCO2)",
"Sub-sector CO2 emissions|Aluminium (MtCO2)",
NA,
NA,
"Materials production|Cement (Mt)",
"Materials production|High value chemicals (Mt)",
"Materials production|Ammonia (Mt)",
"Materials production|Methanol (Mt)",
"Materials production|Crude steel (Mt)",
"Materials production|Paper and paperboard (excl. recovered paper) (Mt)",
"Materials production|Total aluminium (primary and secondary) (Mt)"
)
}
) %>%
extract("name", c("variable", "unit"), "^(.*) \\((.*)\\)$")
)
},
buildings = {
list(
file = "ETP2017_buildings_summary.xlsx",
prefix = "Buildings",
sheets = list(
"OECD", "NonOECD",
"ASEAN", "Brazil", "China", "European Union",
"India", "Mexico", "Russia", "South Africa", "United States"
),
scenarios = list(
"RTS" = "B4:K109",
"2DS" = "O4:X109",
"B2DS" = "AB4:AK109"
),
rows = tibble(
name = {
c(
NA,
"Buildings - Total final energy consumption|Coal (PJ)",
"Buildings - Total final energy consumption|Oil products (PJ)",
"Buildings - Total final energy consumption|Natural gas (PJ)",
"Buildings - Total final energy consumption|Electricity (PJ)",
"Buildings - Total final energy consumption|Biomass, waste and other renewables (PJ)",
"Buildings - Total final energy consumption|Commercial heat (PJ)",
"Buildings - Total final energy consumption|Total (PJ)",
NA,
NA,
"Buildings - Total final energy consumption by end-use|Space heating (PJ)",
"Buildings - Total final energy consumption by end-use|Water heating (PJ)",
"Buildings - Total final energy consumption by end-use|Space cooling (PJ)",
"Buildings - Total final energy consumption by end-use|Lighting (PJ)",
"Buildings - Total final energy consumption by end-use|Appliances and miscellaneous equipments (PJ)",
"Buildings - Total final energy consumption by end-use|Cooking (PJ)",
"Buildings - Total final energy consumption by end-use|Total (PJ)",
NA,
NA,
"Buildings - Total emissions by fuel|Coal (MtCO2)",
"Buildings - Total emissions by fuel|Oil products (MtCO2)",
"Buildings - Total emissions by fuel|Natural gas (MtCO2)",
"Buildings - Total emissions by fuel|Electricity (MtCO2)",
"Buildings - Total emissions by fuel|Biomass, waste and other renewables (MtCO2)",
"Buildings - Total emissions by fuel|Commercial heat (MtCO2)",
"Buildings - Total emissions by fuel|Total (MtCO2)",
NA,
NA,
"Buildings - Total emissions by end-use|Space heating (MtCO2)",
"Buildings - Total emissions by end-use|Water heating (MtCO2)",
"Buildings - Total emissions by end-use|Space cooling (MtCO2)",
"Buildings - Total emissions by end-use|Lighting (MtCO2)",
"Buildings - Total emissions by end-use|Appliances and miscellaneous equipments (MtCO2)",
"Buildings - Total emissions by end-use|Cooking (MtCO2)",
"Buildings - Total emissions by end-use|Total (MtCO2)",
NA,
NA,
"Residential - Total final energy consumption|Coal (PJ)",
"Residential - Total final energy consumption|Oil products (PJ)",
"Residential - Total final energy consumption|Natural gas (PJ)",
"Residential - Total final energy consumption|Electricity (PJ)",
"Residential - Total final energy consumption|Biomass, waste and other renewables (PJ)",
"Residential - Total final energy consumption|Commercial heat (PJ)",
"Residential - Total final energy consumption|Total (PJ)",
NA,
NA,
"Residential - Total final energy consumption by end-use|Space heating (PJ)",
"Residential - Total final energy consumption by end-use|Water heating (PJ)",
"Residential - Total final energy consumption by end-use|Space cooling (PJ)",
"Residential - Total final energy consumption by end-use|Lighting (PJ)",
"Residential - Total final energy consumption by end-use|Appliances and miscellaneous equipments (PJ)",
"Residential - Total final energy consumption by end-use|Cooking (PJ)",
"Residential - Total final energy consumption by end-use|Total (PJ)",
NA,
NA,
"Residential - Total emissions by fuel|Coal (MtCO2)",
"Residential - Total emissions by fuel|Oil products (MtCO2)",
"Residential - Total emissions by fuel|Natural gas (MtCO2)",
"Residential - Total emissions by fuel|Electricity (MtCO2)",
"Residential - Total emissions by fuel|Biomass, waste and other renewables (MtCO2)",
"Residential - Total emissions by fuel|Commercial heat (MtCO2)",
"Residential - Total emissions by fuel|Total (MtCO2)",
NA,
NA,
"Residential - Total emissions by end-use|Space heating (MtCO2)",
"Residential - Total emissions by end-use|Water heating (MtCO2)",
"Residential - Total emissions by end-use|Space cooling (MtCO2)",
"Residential - Total emissions by end-use|Lighting (MtCO2)",
"Residential - Total emissions by end-use|Appliances and miscellaneous equipments (MtCO2)",
"Residential - Total emissions by end-use|Cooking (MtCO2)",
"Residential - Total emissions by end-use|Total (MtCO2)",
NA,
NA,
"Services - Total final energy consumption|Coal (PJ)",
"Services - Total final energy consumption|Oil products (PJ)",
"Services - Total final energy consumption|Natural gas (PJ)",
"Services - Total final energy consumption|Electricity (PJ)",
"Services - Total final energy consumption|Biomass, waste and other renewables (PJ)",
"Services - Total final energy consumption|Commercial heat (PJ)",
"Services - Total final energy consumption|Total (PJ)",
NA,
NA,
"Services - Total final energy consumption by end-use|Space heating (PJ)",
"Services - Total final energy consumption by end-use|Water heating (PJ)",
"Services - Total final energy consumption by end-use|Space cooling (PJ)",
"Services - Total final energy consumption by end-use|Lighting (PJ)",
"Services - Total final energy consumption by end-use|Appliances and miscellaneous equipments (PJ)",
"Services - Total final energy consumption by end-use|Cooking (PJ)",
"Services - Total final energy consumption by end-use|Total (PJ)",
NA,
NA,
"Services - Total final energy consumption by end-use|Coal (MtCO2)",
"Services - Total final energy consumption by end-use|Oil products (MtCO2)",
"Services - Total final energy consumption by end-use|Natural gas (MtCO2)",
"Services - Total final energy consumption by end-use|Electricity (MtCO2)",
"Services - Total final energy consumption by end-use|Biomass, waste and other renewables (MtCO2)",
"Services - Total final energy consumption by end-use|Commercial heat (MtCO2)",
"Services - Total final energy consumption by end-use|Total (MtCO2)",
NA,
NA,
"Services - Total emissions by end-use|Space heating (MtCO2)",
"Services - Total emissions by end-use|Water heating (MtCO2)",
"Services - Total emissions by end-use|Space cooling (MtCO2)",
"Services - Total emissions by end-use|Lighting (MtCO2)",
"Services - Total emissions by end-use|Appliances and miscellaneous equipments (MtCO2)",
"Services - Total emissions by end-use|Total (MtCO2)"
)
}
) %>%
extract("name", c("variable", "unit"), "^(.*) \\((.*)\\)$")
)
},
summary = {
list(
file = "ETP2017_scenario_summary.xlsx",
prefix = "Summary",
sheets = list(
"OECD", "NonOECD",
"ASEAN", "Brazil", "China", "European Union",
"India", "Mexico", "Russia", "South Africa", "United States"
),
scenarios = list(
"RTS" = "B4:K154",
"2DS" = "O4:X154",
"B2DS" = "AB4:AK154"
),
rows = tibble(
name = {
c(
NA,
"Total primary energy demand|Oil (PJ)",
"Total primary energy demand|Coal (PJ)",
"Total primary energy demand|Natural gas (PJ)",
"Total primary energy demand|Nuclear (PJ)",
"Total primary energy demand|Biomass and waste (PJ)",
"Total primary energy demand|Hydro (PJ)",
"Total primary energy demand|Other (PJ)",
"Total primary energy demand|Total (PJ)",
"Total primary energy demand|Memo: Biofuels and waste (excl. conversion losses of liquid and gaseous biofuels production) (PJ)",
NA,
NA,
"Fuel input electricity and heat generation|Oil (PJ)",
"Fuel input electricity and heat generation|Coal (PJ)",
"Fuel input electricity and heat generation|Natural gas (PJ)",
"Fuel input electricity and heat generation|Nuclear (PJ)",
"Fuel input electricity and heat generation|Biomass and waste (PJ)",
"Fuel input electricity and heat generation|Hydro (PJ)",
"Fuel input electricity and heat generation|Geothermal (PJ)",
"Fuel input electricity and heat generation|Wind (PJ)",
"Fuel input electricity and heat generation|Solar PV (PJ)",
"Fuel input electricity and heat generation|Solar CSP (PJ)",
"Fuel input electricity and heat generation|Ocean (PJ)",
"Fuel input electricity and heat generation|Hydrogen (PJ)",
"Fuel input electricity and heat generation|Other (PJ)",
"Fuel input electricity and heat generation|Total (PJ)",
NA,
NA,
"Final energy demand|Oil (PJ)",
"Final energy demand|Coal (PJ)",
"Final energy demand|Natural gas (PJ)",
"Final energy demand|Electricity (PJ)",
"Final energy demand|Heat (PJ)",
"Final energy demand|Biomass and waste (PJ)",
"Final energy demand|Hydrogen (PJ)",
"Final energy demand|Other (PJ)",
"Final energy demand|Total (PJ)",
NA,
NA,
"Final energy demand industry sector|Oil (PJ)",
"Final energy demand industry sector|Coal (PJ)",
"Final energy demand industry sector|Natural gas (PJ)",
"Final energy demand industry sector|Electricity (PJ)",
"Final energy demand industry sector|Heat (PJ)",
"Final energy demand industry sector|Biomass and waste (PJ)",
"Final energy demand industry sector|Hydrogen (PJ)",
"Final energy demand industry sector|Other (PJ)",
"Final energy demand industry sector|Total (PJ)",
NA,
NA,
"Final energy demand non-energy use|Total (PJ)",
NA,
NA,
"Final energy demand transport sector|Oil (PJ)",
"Final energy demand transport sector|Coal (PJ)",
"Final energy demand transport sector|Natural gas (PJ)",
"Final energy demand transport sector|Electricity (PJ)",
"Final energy demand transport sector|Biomass (PJ)",
"Final energy demand transport sector|Hydrogen (PJ)",
"Final energy demand transport sector|Total (PJ)",
NA,
NA,
"Final energy demand residential sector|Oil (PJ)",
"Final energy demand residential sector|Coal (PJ)",
"Final energy demand residential sector|Natural gas (PJ)",
"Final energy demand residential sector|Electricity (PJ)",
"Final energy demand residential sector|Heat (PJ)",
"Final energy demand residential sector|Biomass and waste (PJ)",
"Final energy demand residential sector|Hydrogen (PJ)",
"Final energy demand residential sector|Other (PJ)",
"Final energy demand residential sector|Total (PJ)",
NA,
NA,
"Final energy demand services sector|Oil (PJ)",
"Final energy demand services sector|Coal (PJ)",
"Final energy demand services sector|Natural gas (PJ)",
"Final energy demand services sector|Electricity (PJ)",
"Final energy demand services sector|Heat (PJ)",
"Final energy demand services sector|Biomass and waste (PJ)",
"Final energy demand services sector|Hydrogen (PJ)",
"Final energy demand services sector|Other (PJ)",
"Final energy demand services sector|Total (PJ)",
NA,
NA,
"Final energy demand agriculture, fisheries and forestry sector|Oil (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Coal (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Natural gas (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Electricity (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Heat (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Biomass and waste (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Hydrogen (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Other (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Total (PJ)",
NA,
NA,
"Gross electricity generation|Oil (TWh)",
"Gross electricity generation|Coal (TWh)",
"Gross electricity generation|Coal with CCS (TWh)",
"Gross electricity generation|Natural gas (TWh)",
"Gross electricity generation|Natural gas with CCS (TWh)",
"Gross electricity generation|Nuclear (TWh)",
"Gross electricity generation|Biomass and waste (TWh)",
"Gross electricity generation|Biomass with CCS (TWh)",
"Gross electricity generation|Hydro (excl. pumped storage) (TWh)",
"Gross electricity generation|Geothermal (TWh)",
"Gross electricity generation|Wind onshore (TWh)",
"Gross electricity generation|Wind offshore (TWh)",
"Gross electricity generation|Solar PV (TWh)",
"Gross electricity generation|Solar CSP (TWh)",
"Gross electricity generation|Ocean (TWh)",
"Gross electricity generation|Other (TWh)",
"Gross electricity generation|Total (TWh)",
NA,
NA,
"Gross electricity capacity|Oil (GW)",
"Gross electricity capacity|Coal (GW)",
"Gross electricity capacity|Coal with CCS (GW)",
"Gross electricity capacity|Natural gas (GW)",
"Gross electricity capacity|Natural gas with CCS (GW)",
"Gross electricity capacity|Nuclear (GW)",
"Gross electricity capacity|Biomass and waste (GW)",
"Gross electricity capacity|Biomass with CCS (GW)",
"Gross electricity capacity|Hydro (excl. pumped storage) (GW)",
"Gross electricity capacity|Geothermal (GW)",
"Gross electricity capacity|Wind onshore (GW)",
"Gross electricity capacity|Wind offshore (GW)",
"Gross electricity capacity|Solar PV (GW)",
"Gross electricity capacity|Solar CSP (GW)",
"Gross electricity capacity|Ocean (GW)",
"Gross electricity capacity|Other (GW)",
"Gross electricity capacity|Total (GW)",
NA,
NA,
"Direct CO2 emissions|Industry (Mt CO2)",
"Direct CO2 emissions|Buildings, agriculture, fishing, non-specified other (Mt CO2)",
"Direct CO2 emissions|Transport (Mt CO2)",
"Direct CO2 emissions|Power (Mt CO2)",
"Direct CO2 emissions|Other transformation (Mt CO2)",
"Direct CO2 emissions|Total (Mt CO2)",
NA,
NA,
"CO2 captured|Industry (Mt CO2)",
"CO2 captured|Power (Mt CO2)",
"CO2 captured|Other transformation (Mt CO2)",
"CO2 captured|Total (Mt CO2)",
NA,
NA,
"BECCS, CO2 captured|Industry (Mt CO2)",
"BECCS, CO2 captured|Power (Mt CO2)",
"BECCS, CO2 captured|Other transformation (Mt CO2)",
"BECCS, CO2 captured|Total (Mt CO2)"
)
}
) %>%
extract("name", c("variable", "unit"), "^(.*) \\((.*)\\)$")
)
},
transport = {
list(
file = "ETP2017_transport_summary.xlsx",
prefix = "Transport",
sheets = list(
"OECD", "Non-OECD",
"ASEAN", "Brazil", "China", "European Union",
"India", "Mexico", "Russia", "South Africa", "United States"
),
scenarios = list(
"RTS" = "B4:K49",
"2DS" = "O4:X49",
"B2DS" = "AB4:AK49"
),
rows = tibble(
name = {
c(
NA,
"Total final energy consumption|Conventional gasoline (PJ)",
"Total final energy consumption|Conventional diesel (PJ)",
"Total final energy consumption|Jet fuel (PJ)",
"Total final energy consumption|Residual Fuel (PJ)",
"Total final energy consumption|Compressed natural gas and liquid petroleum gas (PJ)",
"Total final energy consumption|Electricity (PJ)",
"Total final energy consumption|Biofuels (PJ)",
"Total final energy consumption|Hydrogen (PJ)",
"Total final energy consumption|Total (PJ)",
NA,
NA,
"Passenger transport final energy consumption|Air (PJ)",
"Passenger transport final energy consumption|Light road (PJ)",
"Passenger transport final energy consumption|Heavy road (PJ)",
"Passenger transport final energy consumption|Rail (PJ)",
"Passenger transport final energy consumption|Shipping (PJ)",
"Passenger transport final energy consumption|Total (PJ)",
NA,
NA,
"Freight transport final energy consumption|Air (PJ)",
"Freight transport final energy consumption|Light road (PJ)",
"Freight transport final energy consumption|Heavy road (PJ)",
"Freight transport final energy consumption|Rail (PJ)",
"Freight transport final energy consumption|Shipping (PJ)",
"Freight transport final energy consumption|Total (PJ)",
NA,
NA,
"Well-to-wheel emissions by mode|Air (MtCO2)",
"Well-to-wheel emissions by mode|Light road (MtCO2)",
"Well-to-wheel emissions by mode|Heavy road (MtCO2)",
"Well-to-wheel emissions by mode|Rail (MtCO2)",
"Well-to-wheel emissions by mode|Shipping (MtCO2)",
"Well-to-wheel emissions by mode|Total (MtCO2)",
NA,
NA,
"Passenger kilometres|Air (billion)",
"Passenger kilometres|Light road (billion)",
"Passenger kilometres|Heavy road (billion)",
"Passenger kilometres|Rail (billion)",
"Passenger kilometres|Total (billion)",
NA,
NA,
"Freight tonne kilometres|Light road (billion)",
"Freight tonne kilometres|Heavy road (billion)",
"Freight tonne kilometres|Rail (billion)"
)
}
) %>%
extract("name", c("variable", "unit"), "^(.*) \\((.*)\\)$")
)
}
)
# nolint end
# ---- guardians ----
if (!subtype %in% names(subtypes)) {
stop(
"Invalid subtype -- supported subtypes are: ",
paste(names(subtypes), collapse = ", ")
)
}
file <- file.path("1.1", subtypes[[subtype]]$file)
col_names <- c("rownames", "2014", "2025", "2030", "2035", "2040", "2045", "2050", "2055", "2060")
col_types <- c("text", rep("numeric", length(col_names) - 1))
tmp <- tibble()
for (sheet in subtypes[[subtype]]$sheets) {
for (scenario in names(subtypes[[subtype]]$scenarios)) {
tmp <- bind_rows(
tmp,
read_xlsx(
path = file, sheet = sheet, col_names = col_names,
col_types = col_types, range = subtypes[[subtype]]$scenarios[[scenario]]
) %>%
# add variable and unit columns
bind_cols(subtypes[[subtype]]$rows) %>%
# drop unneeded rows
drop_na("variable", "unit") %>%
# drop rownames from worksheet
select(-1) %>%
# add variable prefix
mutate(variable = paste0(subtypes[[subtype]]$prefix, "|", !!sym("variable"))) %>%
pivot_longer(
cols = c(-"variable", -"unit"), names_to = "year",
names_transform = list("year" = as.integer)
) %>%
mutate(region := sheet, scenario := scenario)
)
}
}
tmp <- tmp %>%
select("region", "year", "scenario", "variable", "unit", "value") %>%
as.magpie(spatial = 1, temporal = 2, tidy = TRUE)
# set all 2055 data (for RTS/OECD/Chemicals with feedstocks) to NA due to faulty data in source
if (subtype == "industry") {
tmp[, 2055, "RTS.Industry|Chemicals and petrochemicals - final energy consumption and chemical feedstock|",
pmatch = TRUE
]["OECD", , ] <- NA
}
return(tmp)
}
pik-piam/mrremind documentation built on May 1, 2024, 2:12 a.m.
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Defines functions readIEA_ETP
Documented in readIEA_ETP
#' Read IEA ETP projections
#'
#' @author Falk Benke
#' @param subtype data subtype. Either "industry", "buildings", "summary", or "transport"
#' @importFrom tibble tibble
#' @importFrom dplyr bind_rows bind_cols select mutate
#' @importFrom readxl read_xlsx
#' @importFrom tidyr drop_na pivot_longer extract
#' @importFrom rlang sym
#' @importFrom magclass as.magpie
readIEA_ETP <- function(subtype) {
region <- NULL
# nolint start
subtypes <- list(
industry = {
list(
file = "ETP2017_industry_summary.xlsx",
prefix = "Industry",
sheets = list(
"OECD", "Non-OECD",
"ASEAN", "Brazil", "China", "European Union",
"India", "Mexico", "Russia", "South Africa", "United States"
),
scenarios = list(
"RTS" = "B4:K110",
"2DS" = "O4:X110",
"B2DS" = "AB4:AK110"
),
rows = tibble(
name = {
c(
NA,
"Total industry final energy consumption|Coal (PJ)",
"Total industry final energy consumption|Oil (PJ)",
"Total industry final energy consumption|Natural gas (PJ)",
"Total industry final energy consumption|Electricity (PJ)",
"Total industry final energy consumption|Heat (PJ)",
"Total industry final energy consumption|Biomass (PJ)",
"Total industry final energy consumption|Waste (PJ)",
"Total industry final energy consumption|Other renewables (PJ)",
"Total industry final energy consumption|Total (PJ)",
NA,
NA,
"CO2 emissions|Total CO2 emissions (MtCO2)",
"CO2 emissions|CO2 captured (MtCO2)",
NA,
NA,
"Cement - final energy consumption|Coal (PJ)",
"Cement - final energy consumption|Oil (PJ)",
"Cement - final energy consumption|Natural gas (PJ)",
"Cement - final energy consumption|Electricity (PJ)",
"Cement - final energy consumption|Heat (PJ)",
"Cement - final energy consumption|Biomass (PJ)",
"Cement - final energy consumption|Waste (PJ)",
"Cement - final energy consumption|Other renewables (PJ)",
"Cement - final energy consumption|Total (PJ)",
NA,
NA,
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Coal (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Oil (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Natural gas (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Electricity (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Heat (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Biomass (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Waste (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Other renewables (PJ)",
"Chemicals and petrochemicals - final energy consumption and chemical feedstock|Total (PJ)",
NA,
NA,
"Chemicals and petrochemicals - feedstocks|Coal (PJ)",
"Chemicals and petrochemicals - feedstocks|Oil (PJ)",
"Chemicals and petrochemicals - feedstocks|Natural gas (PJ)",
"Chemicals and petrochemicals - feedstocks|Electricity (PJ)",
"Chemicals and petrochemicals - feedstocks|Heat (PJ)",
"Chemicals and petrochemicals - feedstocks|Biomass (PJ)",
"Chemicals and petrochemicals - feedstocks|Waste (PJ)",
"Chemicals and petrochemicals - feedstocks|Other renewables (PJ)",
"Chemicals and petrochemicals - feedstocks|Total (PJ)",
NA,
NA,
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Coal (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Oil (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Natural gas (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Electricity (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Heat (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Biomass (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Waste (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Other renewables (PJ)",
"Iron and steel - final energy consumption incl. blast furnaces and coke ovens|Total (PJ)",
NA,
NA,
"Iron and steel - blast furnaces and coke ovens|Coal (PJ)",
"Iron and steel - blast furnaces and coke ovens|Oil (PJ)",
"Iron and steel - blast furnaces and coke ovens|Natural gas (PJ)",
"Iron and steel - blast furnaces and coke ovens|Electricity (PJ)",
"Iron and steel - blast furnaces and coke ovens|Heat (PJ)",
"Iron and steel - blast furnaces and coke ovens|Biomass (PJ)",
"Iron and steel - blast furnaces and coke ovens|Waste (PJ)",
"Iron and steel - blast furnaces and coke ovens|Other renewables (PJ)",
"Iron and steel - blast furnaces and coke ovens|Total (PJ)",
NA,
NA,
"Pulp and paper - final energy consumption|Coal (PJ)",
"Pulp and paper - final energy consumption|Oil (PJ)",
"Pulp and paper - final energy consumption|Natural gas (PJ)",
"Pulp and paper - final energy consumption|Electricity (PJ)",
"Pulp and paper - final energy consumption|Heat (PJ)",
"Pulp and paper - final energy consumption|Biomass (PJ)",
"Pulp and paper - final energy consumption|Waste (PJ)",
"Pulp and paper - final energy consumption|Other renewables (PJ)",
"Pulp and paper - final energy consumption|Total (PJ)",
NA,
NA,
"Aluminium - final energy consumption|Coal (PJ)",
"Aluminium - final energy consumption|Oil (PJ)",
"Aluminium - final energy consumption|Natural gas (PJ)",
"Aluminium - final energy consumption|Electricity (PJ)",
"Aluminium - final energy consumption|Heat (PJ)",
"Aluminium - final energy consumption|Biomass (PJ)",
"Aluminium - final energy consumption|Waste (PJ)",
"Aluminium - final energy consumption|Other renewables (PJ)",
"Aluminium - final energy consumption|Total (PJ)",
NA,
NA,
"Sub-sector CO2 emissions|Cement (MtCO2)",
"Sub-sector CO2 emissions|Chemicals and petrochemicals (MtCO2)",
"Sub-sector CO2 emissions|Iron and steel (MtCO2)",
"Sub-sector CO2 emissions|Pulp and paper (MtCO2)",
"Sub-sector CO2 emissions|Aluminium (MtCO2)",
NA,
NA,
"Materials production|Cement (Mt)",
"Materials production|High value chemicals (Mt)",
"Materials production|Ammonia (Mt)",
"Materials production|Methanol (Mt)",
"Materials production|Crude steel (Mt)",
"Materials production|Paper and paperboard (excl. recovered paper) (Mt)",
"Materials production|Total aluminium (primary and secondary) (Mt)"
)
}
) %>%
extract("name", c("variable", "unit"), "^(.*) \\((.*)\\)$")
)
},
buildings = {
list(
file = "ETP2017_buildings_summary.xlsx",
prefix = "Buildings",
sheets = list(
"OECD", "NonOECD",
"ASEAN", "Brazil", "China", "European Union",
"India", "Mexico", "Russia", "South Africa", "United States"
),
scenarios = list(
"RTS" = "B4:K109",
"2DS" = "O4:X109",
"B2DS" = "AB4:AK109"
),
rows = tibble(
name = {
c(
NA,
"Buildings - Total final energy consumption|Coal (PJ)",
"Buildings - Total final energy consumption|Oil products (PJ)",
"Buildings - Total final energy consumption|Natural gas (PJ)",
"Buildings - Total final energy consumption|Electricity (PJ)",
"Buildings - Total final energy consumption|Biomass, waste and other renewables (PJ)",
"Buildings - Total final energy consumption|Commercial heat (PJ)",
"Buildings - Total final energy consumption|Total (PJ)",
NA,
NA,
"Buildings - Total final energy consumption by end-use|Space heating (PJ)",
"Buildings - Total final energy consumption by end-use|Water heating (PJ)",
"Buildings - Total final energy consumption by end-use|Space cooling (PJ)",
"Buildings - Total final energy consumption by end-use|Lighting (PJ)",
"Buildings - Total final energy consumption by end-use|Appliances and miscellaneous equipments (PJ)",
"Buildings - Total final energy consumption by end-use|Cooking (PJ)",
"Buildings - Total final energy consumption by end-use|Total (PJ)",
NA,
NA,
"Buildings - Total emissions by fuel|Coal (MtCO2)",
"Buildings - Total emissions by fuel|Oil products (MtCO2)",
"Buildings - Total emissions by fuel|Natural gas (MtCO2)",
"Buildings - Total emissions by fuel|Electricity (MtCO2)",
"Buildings - Total emissions by fuel|Biomass, waste and other renewables (MtCO2)",
"Buildings - Total emissions by fuel|Commercial heat (MtCO2)",
"Buildings - Total emissions by fuel|Total (MtCO2)",
NA,
NA,
"Buildings - Total emissions by end-use|Space heating (MtCO2)",
"Buildings - Total emissions by end-use|Water heating (MtCO2)",
"Buildings - Total emissions by end-use|Space cooling (MtCO2)",
"Buildings - Total emissions by end-use|Lighting (MtCO2)",
"Buildings - Total emissions by end-use|Appliances and miscellaneous equipments (MtCO2)",
"Buildings - Total emissions by end-use|Cooking (MtCO2)",
"Buildings - Total emissions by end-use|Total (MtCO2)",
NA,
NA,
"Residential - Total final energy consumption|Coal (PJ)",
"Residential - Total final energy consumption|Oil products (PJ)",
"Residential - Total final energy consumption|Natural gas (PJ)",
"Residential - Total final energy consumption|Electricity (PJ)",
"Residential - Total final energy consumption|Biomass, waste and other renewables (PJ)",
"Residential - Total final energy consumption|Commercial heat (PJ)",
"Residential - Total final energy consumption|Total (PJ)",
NA,
NA,
"Residential - Total final energy consumption by end-use|Space heating (PJ)",
"Residential - Total final energy consumption by end-use|Water heating (PJ)",
"Residential - Total final energy consumption by end-use|Space cooling (PJ)",
"Residential - Total final energy consumption by end-use|Lighting (PJ)",
"Residential - Total final energy consumption by end-use|Appliances and miscellaneous equipments (PJ)",
"Residential - Total final energy consumption by end-use|Cooking (PJ)",
"Residential - Total final energy consumption by end-use|Total (PJ)",
NA,
NA,
"Residential - Total emissions by fuel|Coal (MtCO2)",
"Residential - Total emissions by fuel|Oil products (MtCO2)",
"Residential - Total emissions by fuel|Natural gas (MtCO2)",
"Residential - Total emissions by fuel|Electricity (MtCO2)",
"Residential - Total emissions by fuel|Biomass, waste and other renewables (MtCO2)",
"Residential - Total emissions by fuel|Commercial heat (MtCO2)",
"Residential - Total emissions by fuel|Total (MtCO2)",
NA,
NA,
"Residential - Total emissions by end-use|Space heating (MtCO2)",
"Residential - Total emissions by end-use|Water heating (MtCO2)",
"Residential - Total emissions by end-use|Space cooling (MtCO2)",
"Residential - Total emissions by end-use|Lighting (MtCO2)",
"Residential - Total emissions by end-use|Appliances and miscellaneous equipments (MtCO2)",
"Residential - Total emissions by end-use|Cooking (MtCO2)",
"Residential - Total emissions by end-use|Total (MtCO2)",
NA,
NA,
"Services - Total final energy consumption|Coal (PJ)",
"Services - Total final energy consumption|Oil products (PJ)",
"Services - Total final energy consumption|Natural gas (PJ)",
"Services - Total final energy consumption|Electricity (PJ)",
"Services - Total final energy consumption|Biomass, waste and other renewables (PJ)",
"Services - Total final energy consumption|Commercial heat (PJ)",
"Services - Total final energy consumption|Total (PJ)",
NA,
NA,
"Services - Total final energy consumption by end-use|Space heating (PJ)",
"Services - Total final energy consumption by end-use|Water heating (PJ)",
"Services - Total final energy consumption by end-use|Space cooling (PJ)",
"Services - Total final energy consumption by end-use|Lighting (PJ)",
"Services - Total final energy consumption by end-use|Appliances and miscellaneous equipments (PJ)",
"Services - Total final energy consumption by end-use|Cooking (PJ)",
"Services - Total final energy consumption by end-use|Total (PJ)",
NA,
NA,
"Services - Total final energy consumption by end-use|Coal (MtCO2)",
"Services - Total final energy consumption by end-use|Oil products (MtCO2)",
"Services - Total final energy consumption by end-use|Natural gas (MtCO2)",
"Services - Total final energy consumption by end-use|Electricity (MtCO2)",
"Services - Total final energy consumption by end-use|Biomass, waste and other renewables (MtCO2)",
"Services - Total final energy consumption by end-use|Commercial heat (MtCO2)",
"Services - Total final energy consumption by end-use|Total (MtCO2)",
NA,
NA,
"Services - Total emissions by end-use|Space heating (MtCO2)",
"Services - Total emissions by end-use|Water heating (MtCO2)",
"Services - Total emissions by end-use|Space cooling (MtCO2)",
"Services - Total emissions by end-use|Lighting (MtCO2)",
"Services - Total emissions by end-use|Appliances and miscellaneous equipments (MtCO2)",
"Services - Total emissions by end-use|Total (MtCO2)"
)
}
) %>%
extract("name", c("variable", "unit"), "^(.*) \\((.*)\\)$")
)
},
summary = {
list(
file = "ETP2017_scenario_summary.xlsx",
prefix = "Summary",
sheets = list(
"OECD", "NonOECD",
"ASEAN", "Brazil", "China", "European Union",
"India", "Mexico", "Russia", "South Africa", "United States"
),
scenarios = list(
"RTS" = "B4:K154",
"2DS" = "O4:X154",
"B2DS" = "AB4:AK154"
),
rows = tibble(
name = {
c(
NA,
"Total primary energy demand|Oil (PJ)",
"Total primary energy demand|Coal (PJ)",
"Total primary energy demand|Natural gas (PJ)",
"Total primary energy demand|Nuclear (PJ)",
"Total primary energy demand|Biomass and waste (PJ)",
"Total primary energy demand|Hydro (PJ)",
"Total primary energy demand|Other (PJ)",
"Total primary energy demand|Total (PJ)",
"Total primary energy demand|Memo: Biofuels and waste (excl. conversion losses of liquid and gaseous biofuels production) (PJ)",
NA,
NA,
"Fuel input electricity and heat generation|Oil (PJ)",
"Fuel input electricity and heat generation|Coal (PJ)",
"Fuel input electricity and heat generation|Natural gas (PJ)",
"Fuel input electricity and heat generation|Nuclear (PJ)",
"Fuel input electricity and heat generation|Biomass and waste (PJ)",
"Fuel input electricity and heat generation|Hydro (PJ)",
"Fuel input electricity and heat generation|Geothermal (PJ)",
"Fuel input electricity and heat generation|Wind (PJ)",
"Fuel input electricity and heat generation|Solar PV (PJ)",
"Fuel input electricity and heat generation|Solar CSP (PJ)",
"Fuel input electricity and heat generation|Ocean (PJ)",
"Fuel input electricity and heat generation|Hydrogen (PJ)",
"Fuel input electricity and heat generation|Other (PJ)",
"Fuel input electricity and heat generation|Total (PJ)",
NA,
NA,
"Final energy demand|Oil (PJ)",
"Final energy demand|Coal (PJ)",
"Final energy demand|Natural gas (PJ)",
"Final energy demand|Electricity (PJ)",
"Final energy demand|Heat (PJ)",
"Final energy demand|Biomass and waste (PJ)",
"Final energy demand|Hydrogen (PJ)",
"Final energy demand|Other (PJ)",
"Final energy demand|Total (PJ)",
NA,
NA,
"Final energy demand industry sector|Oil (PJ)",
"Final energy demand industry sector|Coal (PJ)",
"Final energy demand industry sector|Natural gas (PJ)",
"Final energy demand industry sector|Electricity (PJ)",
"Final energy demand industry sector|Heat (PJ)",
"Final energy demand industry sector|Biomass and waste (PJ)",
"Final energy demand industry sector|Hydrogen (PJ)",
"Final energy demand industry sector|Other (PJ)",
"Final energy demand industry sector|Total (PJ)",
NA,
NA,
"Final energy demand non-energy use|Total (PJ)",
NA,
NA,
"Final energy demand transport sector|Oil (PJ)",
"Final energy demand transport sector|Coal (PJ)",
"Final energy demand transport sector|Natural gas (PJ)",
"Final energy demand transport sector|Electricity (PJ)",
"Final energy demand transport sector|Biomass (PJ)",
"Final energy demand transport sector|Hydrogen (PJ)",
"Final energy demand transport sector|Total (PJ)",
NA,
NA,
"Final energy demand residential sector|Oil (PJ)",
"Final energy demand residential sector|Coal (PJ)",
"Final energy demand residential sector|Natural gas (PJ)",
"Final energy demand residential sector|Electricity (PJ)",
"Final energy demand residential sector|Heat (PJ)",
"Final energy demand residential sector|Biomass and waste (PJ)",
"Final energy demand residential sector|Hydrogen (PJ)",
"Final energy demand residential sector|Other (PJ)",
"Final energy demand residential sector|Total (PJ)",
NA,
NA,
"Final energy demand services sector|Oil (PJ)",
"Final energy demand services sector|Coal (PJ)",
"Final energy demand services sector|Natural gas (PJ)",
"Final energy demand services sector|Electricity (PJ)",
"Final energy demand services sector|Heat (PJ)",
"Final energy demand services sector|Biomass and waste (PJ)",
"Final energy demand services sector|Hydrogen (PJ)",
"Final energy demand services sector|Other (PJ)",
"Final energy demand services sector|Total (PJ)",
NA,
NA,
"Final energy demand agriculture, fisheries and forestry sector|Oil (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Coal (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Natural gas (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Electricity (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Heat (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Biomass and waste (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Hydrogen (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Other (PJ)",
"Final energy demand agriculture, fisheries and forestry sector|Total (PJ)",
NA,
NA,
"Gross electricity generation|Oil (TWh)",
"Gross electricity generation|Coal (TWh)",
"Gross electricity generation|Coal with CCS (TWh)",
"Gross electricity generation|Natural gas (TWh)",
"Gross electricity generation|Natural gas with CCS (TWh)",
"Gross electricity generation|Nuclear (TWh)",
"Gross electricity generation|Biomass and waste (TWh)",
"Gross electricity generation|Biomass with CCS (TWh)",
"Gross electricity generation|Hydro (excl. pumped storage) (TWh)",
"Gross electricity generation|Geothermal (TWh)",
"Gross electricity generation|Wind onshore (TWh)",
"Gross electricity generation|Wind offshore (TWh)",
"Gross electricity generation|Solar PV (TWh)",
"Gross electricity generation|Solar CSP (TWh)",
"Gross electricity generation|Ocean (TWh)",
"Gross electricity generation|Other (TWh)",
"Gross electricity generation|Total (TWh)",
NA,
NA,
"Gross electricity capacity|Oil (GW)",
"Gross electricity capacity|Coal (GW)",
"Gross electricity capacity|Coal with CCS (GW)",
"Gross electricity capacity|Natural gas (GW)",
"Gross electricity capacity|Natural gas with CCS (GW)",
"Gross electricity capacity|Nuclear (GW)",
"Gross electricity capacity|Biomass and waste (GW)",
"Gross electricity capacity|Biomass with CCS (GW)",
"Gross electricity capacity|Hydro (excl. pumped storage) (GW)",
"Gross electricity capacity|Geothermal (GW)",
"Gross electricity capacity|Wind onshore (GW)",
"Gross electricity capacity|Wind offshore (GW)",
"Gross electricity capacity|Solar PV (GW)",
"Gross electricity capacity|Solar CSP (GW)",
"Gross electricity capacity|Ocean (GW)",
"Gross electricity capacity|Other (GW)",
"Gross electricity capacity|Total (GW)",
NA,
NA,
"Direct CO2 emissions|Industry (Mt CO2)",
"Direct CO2 emissions|Buildings, agriculture, fishing, non-specified other (Mt CO2)",
"Direct CO2 emissions|Transport (Mt CO2)",
"Direct CO2 emissions|Power (Mt CO2)",
"Direct CO2 emissions|Other transformation (Mt CO2)",
"Direct CO2 emissions|Total (Mt CO2)",
NA,
NA,
"CO2 captured|Industry (Mt CO2)",
"CO2 captured|Power (Mt CO2)",
"CO2 captured|Other transformation (Mt CO2)",
"CO2 captured|Total (Mt CO2)",
NA,
NA,
"BECCS, CO2 captured|Industry (Mt CO2)",
"BECCS, CO2 captured|Power (Mt CO2)",
"BECCS, CO2 captured|Other transformation (Mt CO2)",
"BECCS, CO2 captured|Total (Mt CO2)"
)
}
) %>%
extract("name", c("variable", "unit"), "^(.*) \\((.*)\\)$")
)
},
transport = {
list(
file = "ETP2017_transport_summary.xlsx",
prefix = "Transport",
sheets = list(
"OECD", "Non-OECD",
"ASEAN", "Brazil", "China", "European Union",
"India", "Mexico", "Russia", "South Africa", "United States"
),
scenarios = list(
"RTS" = "B4:K49",
"2DS" = "O4:X49",
"B2DS" = "AB4:AK49"
),
rows = tibble(
name = {
c(
NA,
"Total final energy consumption|Conventional gasoline (PJ)",
"Total final energy consumption|Conventional diesel (PJ)",
"Total final energy consumption|Jet fuel (PJ)",
"Total final energy consumption|Residual Fuel (PJ)",
"Total final energy consumption|Compressed natural gas and liquid petroleum gas (PJ)",
"Total final energy consumption|Electricity (PJ)",
"Total final energy consumption|Biofuels (PJ)",
"Total final energy consumption|Hydrogen (PJ)",
"Total final energy consumption|Total (PJ)",
NA,
NA,
"Passenger transport final energy consumption|Air (PJ)",
"Passenger transport final energy consumption|Light road (PJ)",
"Passenger transport final energy consumption|Heavy road (PJ)",
"Passenger transport final energy consumption|Rail (PJ)",
"Passenger transport final energy consumption|Shipping (PJ)",
"Passenger transport final energy consumption|Total (PJ)",
NA,
NA,
"Freight transport final energy consumption|Air (PJ)",
"Freight transport final energy consumption|Light road (PJ)",
"Freight transport final energy consumption|Heavy road (PJ)",
"Freight transport final energy consumption|Rail (PJ)",
"Freight transport final energy consumption|Shipping (PJ)",
"Freight transport final energy consumption|Total (PJ)",
NA,
NA,
"Well-to-wheel emissions by mode|Air (MtCO2)",
"Well-to-wheel emissions by mode|Light road (MtCO2)",
"Well-to-wheel emissions by mode|Heavy road (MtCO2)",
"Well-to-wheel emissions by mode|Rail (MtCO2)",
"Well-to-wheel emissions by mode|Shipping (MtCO2)",
"Well-to-wheel emissions by mode|Total (MtCO2)",
NA,
NA,
"Passenger kilometres|Air (billion)",
"Passenger kilometres|Light road (billion)",
"Passenger kilometres|Heavy road (billion)",
"Passenger kilometres|Rail (billion)",
"Passenger kilometres|Total (billion)",
NA,
NA,
"Freight tonne kilometres|Light road (billion)",
"Freight tonne kilometres|Heavy road (billion)",
"Freight tonne kilometres|Rail (billion)"
)
}
) %>%
extract("name", c("variable", "unit"), "^(.*) \\((.*)\\)$")
)
}
)
# nolint end
# ---- guardians ----
if (!subtype %in% names(subtypes)) {
stop(
"Invalid subtype -- supported subtypes are: ",
paste(names(subtypes), collapse = ", ")
)
}
file <- file.path("1.1", subtypes[[subtype]]$file)
col_names <- c("rownames", "2014", "2025", "2030", "2035", "2040", "2045", "2050", "2055", "2060")
col_types <- c("text", rep("numeric", length(col_names) - 1))
tmp <- tibble()
for (sheet in subtypes[[subtype]]$sheets) {
for (scenario in names(subtypes[[subtype]]$scenarios)) {
tmp <- bind_rows(
tmp,
read_xlsx(
path = file, sheet = sheet, col_names = col_names,
col_types = col_types, range = subtypes[[subtype]]$scenarios[[scenario]]
) %>%
# add variable and unit columns
bind_cols(subtypes[[subtype]]$rows) %>%
# drop unneeded rows
drop_na("variable", "unit") %>%
# drop rownames from worksheet
select(-1) %>%
# add variable prefix
mutate(variable = paste0(subtypes[[subtype]]$prefix, "|", !!sym("variable"))) %>%
pivot_longer(
cols = c(-"variable", -"unit"), names_to = "year",
names_transform = list("year" = as.integer)
) %>%
mutate(region := sheet, scenario := scenario)
)
}
}
tmp <- tmp %>%
select("region", "year", "scenario", "variable", "unit", "value") %>%
as.magpie(spatial = 1, temporal = 2, tidy = TRUE)
# set all 2055 data (for RTS/OECD/Chemicals with feedstocks) to NA due to faulty data in source
if (subtype == "industry") {
tmp[, 2055, "RTS.Industry|Chemicals and petrochemicals - final energy consumption and chemical feedstock|",
pmatch = TRUE
]["OECD", , ] <- NA
}
return(tmp)
}
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