Specify primary production industries — specify_primary

The IEA extended energy balances include some Flows that identify Energy industry own use (EIOU), the consumption of energy by energy-producing industries. But some primary production industries that receive EIOU do not produce anything. For example, Coal mines receive electricity but there are no Coal mines that produce coal. Rather, the generic Production industry produces coal. This function solves that problem by replacing the generic Production industry with specific industries.

Usage

specify_primary_production(
  .tidy_iea_df,
  ledger_side = IEATools::iea_cols$ledger_side,
  flow_aggregation_point = IEATools::iea_cols$flow_aggregation_point,
  flow = IEATools::iea_cols$flow,
  product = IEATools::iea_cols$product,
  e_dot = IEATools::iea_cols$e_dot,
  list_primary_coal_products = IEATools::primary_coal_products,
  list_primary_oil_products = IEATools::primary_oil_products,
  list_primary_gas_products = IEATools::primary_gas_products,
  production = IEATools::tpes_flows$production,
  coal_mines = IEATools::industry_flows$coal_mines,
  oil_extraction = IEATools::industry_flows$oil_extraction,
  gas_extraction = IEATools::industry_flows$natural_gas_extraction,
  liquefaction_regas = "Liquefaction (LNG) / regasification plants",
  liquefaction_regas_reassign = IEATools::industry_flows$natural_gas_extraction,
  transformation_processes = IEATools::aggregation_flows$transformation_processes,
  resources = IEATools::tpes_flows$resources,
  resource_products_notation = RCLabels::from_notation,
  resources_flow_notation = RCLabels::of_notation,
  manufacture = "Manufacture",
  manufacture_flow_notation = RCLabels::of_notation
)

Arguments

.tidy_iea_df: An IEA data frame whose columns have been renamed by rename_iea_df_cols().
ledger_side, flow, product, flow_aggregation_point: See IEATools::iea_cols.
e_dot: The name of the energy column in .tidy_iea_df. Default is "E.dot".
list_primary_coal_products: The list of primary coal products for which the production industry needs to be changed. Default is IEATools::primary_coal_products.
list_primary_oil_products: The list of primary oil products for which the production industry needs to be changed. Default is IEATools::primary_oil_products.
list_primary_gas_products: The list of primary gas products for which the production industry needs to be changed. Default is IEATools::primary_gas_products.
production: A string identifying production in the flow column. Default is "Production".
coal_mines: The name of the new industry that produces primary coal products. Default is IEATools::industry_flows$coal_mines.
oil_extraction: The name of the new industry that produces primary oil and gas products. Default is IEATools::industry_flows$oil_extraction.
gas_extraction: The name of the new industry that produces primary oil and gas products. Default is IEATools::industry_flows$natural_gas_extraction.
liquefaction_regas: A string identifying liquefaction and regasification plants. Default is "Liquefaction (LNG) / regasification plants".
liquefaction_regas_reassign: A string identifying the industry to which EIOU into liquefaction_regas will be reassigned. Default is "Natural gas extraction".
transformation_processes: A string identifying transformation processes in the flow column of .tidy_iea_df. Default is "Transformation processes".
resources: A string identifying resource industries to be added to .tidy_iea_df. Default is "Resources".
resource_products_notation: The notation to be used for defining products coming from the new resource industries. E.g., the Crude oil product will be called "Crude oil [from Resources]". Default is RCLabels::from_notation.
resources_flow_notation: The notation to be used for defining the new resource industries. E.g., the Crude oil resource will be called "Resources [of Crude oil]". Default is RCLabels::of_notation.
manufacture: The name of the industries that convert resource-products $inputs$ into actual products $outputs$, when a corresponding a corresponding industry does not exist by default in IEA data. Default is "Manufacture".
manufacture_flow_notation: The notation to be used for the newly created manufacture industries $each manufacturing industry is specified$ by the product it manufactures. Default is RCLabels::of_notation.

Value

A .tidy_iea_df with adjusted production information for primary energy for both coal and coal products and oil and gas extraction

Details

By default, the following changes are made to .tidy_iea_df:

Energy industry own use for Liquefaction (LNG) / regasification plants is reassigned to Oil and gas extraction.
Each Production flow is replaced by a Resources [of Product] flow, which produces Product [from Resources].
For each Production flow, a manufacturing flow, that takes as input the Product [from Resources] supplied by the new Resources [of Product], and that produces the given Product, is added. The name of the manufacturing industry is Coal mines for coal_and_coal_products, Oil and gas extraction for oil_and_gas_products, and Manufacture [of Product] for all other products.

Users can specify other changes by adjusting the default argument values.

Be sure to call this function after calling augment_iea_df() or load_tidy_iea_df().

Examples

library(dplyr)
load_tidy_iea_df() %>% 
  specify_primary_production() %>% 
  add_psut_matnames() %>% 
  dplyr::filter(Flow == "Coal mines" | stringr::str_detect(Flow, "Resources")) %>% 
  select(-Method, -Last.stage, -Ledger.side, -Unit)
#> # A tibble: 23 × 8
#>    Country Energy.type  Year Flow.aggregation.point      Flow    Product   E.dot
#>    <chr>   <chr>       <dbl> <chr>                       <chr>   <chr>     <dbl>
#>  1 GHA     E            1971 Total primary energy supply Resour… Hydro …  1.05e4
#>  2 GHA     E            1971 Total primary energy supply Resour… Primar…  8.74e4
#>  3 GHA     E            2000 Total primary energy supply Resour… Hydro …  2.38e4
#>  4 GHA     E            2000 Total primary energy supply Resour… Primar…  1.63e5
#>  5 ZAF     E            1971 Energy industry own use     Coal m… Electr… -2.19e3
#>  6 ZAF     E            1971 Total primary energy supply Resour… Hard c…  1.38e6
#>  7 ZAF     E            1971 Total primary energy supply Resour… Hydro …  4.03e2
#>  8 ZAF     E            1971 Total primary energy supply Resour… Primar…  1.97e5
#>  9 ZAF     E            1971 Transformation processes    Coal m… Hard c…  1.38e6
#> 10 ZAF     E            1971 Transformation processes    Coal m… Hard c… -1.38e6
#> # ℹ 13 more rows
#> # ℹ 1 more variable: matnames <chr>
# EIOU by "Liquefaction (LNG) / regasification plants" is reassigned to "Oil and gas extraction"
data.frame(
  Flow.aggregation.point = c("Energy industry own use"),
  Flow = c("Liquefaction (LNG) / regasification plants"), 
  Product = c("Natural gas"),
  E.dot = c(-42), 
  stringsAsFactors = FALSE
) %>% 
  specify_primary_production()
#> # A tibble: 1 × 4
#>   Flow.aggregation.point  Flow                   Product     E.dot
#>   <chr>                   <chr>                  <chr>       <dbl>
#> 1 Energy industry own use Natural gas extraction Natural gas   -42