Prep PFU data for conversion to PSUT matrices

Primary-final-useful (PFU) data need to be converted to PSUT matrices. This function take the output of specify_last_stages() and converts to PSUT matrices in a data frame.

Usage

add_row_col_meta(
  .df,
  biomass = MWTools::mw_products$biomass,
  food = MWTools::mw_products$food,
  feed = MWTools::mw_products$feed,
  hu_mech = MWTools::mw_products$hu_mech,
  an_mech = MWTools::mw_products$an_mech,
  an_p = MWTools::mw_products$an_p,
  resources = MWTools::mw_sectors$resources_sector,
  farms = MWTools::mw_sectors$farms,
  food_production = MWTools::mw_sectors$food_production,
  feed_production = MWTools::mw_sectors$feed_production,
  transport = MWTools::mw_sectors$transport_sector,
  human_females = MWTools::mw_species$human_females,
  human_males = MWTools::mw_species$human_males,
  final = MWTools::all_stages$final,
  useful = MWTools::all_stages$useful,
  species = MWTools::mw_constants$species,
  sector = MWTools::mw_constants$sector_col,
  stage = MWTools::mw_constants$stage_col,
  product = MWTools::mw_cols$product,
  last_stage = MWTools::mw_cols$last_stage,
  matnames = MWTools::mat_meta_cols$matnames,
  rownames = MWTools::mat_meta_cols$rownames,
  colnames = MWTools::mat_meta_cols$colnames,
  rowtypes = MWTools::mat_meta_cols$rowtypes,
  coltypes = MWTools::mat_meta_cols$coltypes,
  R_name = MWTools::psut_cols$R,
  U_name = MWTools::psut_cols$U,
  V_name = MWTools::psut_cols$V,
  Y_name = MWTools::psut_cols$Y,
  industry_type = MWTools::row_col_types$industry,
  product_type = MWTools::row_col_types$product,
  product_notation = RCLabels::from_notation,
  resource_notation = RCLabels::of_notation,
  species_notation = RCLabels::arrow_notation
)

Arguments

.df

A data frame containing muscle work data, likely the output from specify_last_stages().

biomass, food, feed, hu_mech, an_mech, an_p

See MWTools::mw_products.

resources, farms, food_production, feed_production, transport

See MWTools::mw_sectors

human_females, human_males

See MWTools::mw_species.

final, useful

See MWTools::all_stages.

species, sector, stage

See MWTools::mw_constants

product, last_stage

See MWTools::mw_cols.

matnames, rownames, colnames, rowtypes, coltypes

See MWTools::mat_meta_cols.

R_name, U_name, V_name, Y_name

See MWTools::psut_cols.

industry_type, product_type

See MWTools::row_col_types.

product_notation

The notation for products. Default is RCLabels::from_notation.

resource_notation

The notation for resources. Default is RCLabels::of_notation.

species_notation

The notation for species. Default is RCLabels::arrow_notation.

Value

A data frame containing PSUT matrices representing muscle work energy conversion chains.

Examples

hmw_df <- hmw_test_data_path() %>%
  read.csv() %>%
  calc_hmw_pfu()
amw_df <- amw_test_data_path() %>%
  read.csv() %>%
  calc_amw_pfu()
specify_energy_type_method(hmw_df, amw_df) %>%
  specify_product() %>%
  specify_ktoe() %>%
  MWTools::specify_primary_production() %>%
  specify_useful_products() %>%
  specify_fu_machines() %>%
  specify_last_stages() %>%
  MWTools::add_row_col_meta()
#> # A tibble: 15,372 × 16
#>    Country  Year Species       Stage  Sector Unit   E.dot Energ…¹ Method Product
#>    <chr>   <dbl> <chr>         <chr>  <chr>  <chr>  <dbl> <chr>   <chr>  <chr>  
#>  1 GBR      1960 Human females Prima… Agric… ktoe    33.4 E       PCM    Biomas…
#>  2 GBR      1960 Human females Prima… Indus… ktoe   593.  E       PCM    Biomas…
#>  3 GBR      1960 Human females Prima… Servi… ktoe  1086.  E       PCM    Biomas…
#>  4 GBR      1960 Human males   Prima… Agric… ktoe   179.  E       PCM    Biomas…
#>  5 GBR      1960 Human males   Prima… Indus… ktoe  2190.  E       PCM    Biomas…
#>  6 GBR      1960 Human males   Prima… Servi… ktoe  1448.  E       PCM    Biomas…
#>  7 GBR      1961 Human females Prima… Agric… ktoe    33.9 E       PCM    Biomas…
#>  8 GBR      1961 Human females Prima… Indus… ktoe   601.  E       PCM    Biomas…
#>  9 GBR      1961 Human females Prima… Servi… ktoe  1100.  E       PCM    Biomas…
#> 10 GBR      1961 Human males   Prima… Agric… ktoe   181.  E       PCM    Biomas…
#> # … with 15,362 more rows, 6 more variables: Last.stage <chr>, matnames <chr>,
#> #   rownames <chr>, colnames <chr>, rowtypes <chr>, coltypes <chr>, and
#> #   abbreviated variable name ¹​Energy.type