Provides N flows of the Spanish agro-food system on a national level between 1860 and 2020. This dataset is the national equivalent of the provincial GRAFS model and represents Spain as a single system without internal trade between provinces. All production, consumption and soil inputs are aggregated nationally before calculating trade with the outside.
Value
A final tibble containing national N flow data by origin and destiny. It includes the following columns:
year: The year in which the recorded event occurred.item: The item which was produced, defined innames_biomass_cb.irrig_cat: Irrigation form (irrigated or rainfed)box: One of the GRAFS model systems: cropland, Semi-natural agroecosystems, Livestock, Fish, or Agro-industry.origin: The origin category of N: Cropland, Semi-natural agroecosystems, Livestock, Fish, Agro-industry, Deposition, Fixation, Synthetic, People (waste water), Livestock (manure).destiny: The destiny category of N: population_food, population_other_uses, livestock_mono, livestock_rum (feed), export, Cropland (for N soil inputs).mg_n: Nitrogen amount in megagrams (Mg).province_name: Set to "Spain" for all national-level rows.
Examples
create_n_nat_destiny(example = TRUE)
#> # A tibble: 10 × 8
#> year item irrig_cat box origin destiny mg_n province_name
#> <dbl> <chr> <chr> <chr> <chr> <chr> <dbl> <chr>
#> 1 1863 Hard Fibres, Other Irrigated NA Lives… Cropla… 5.21e1 Spain
#> 2 2012 Nuts and products Irrigated NA People Cropla… 2.12e2 Spain
#> 3 1955 Pulses, Other and … Irrigated Crop… Cropl… export 5.02e2 Spain
#> 4 1976 Sorghum and produc… Irrigated Crop… Cropl… popula… 2.47e1 Spain
#> 5 1901 Pulses, Other and … Irrigated Crop… Cropl… livest… 3.54e1 Spain
#> 6 1922 Nuts and products Rainfed NA Fixat… Cropla… 2.48e3 Spain
#> 7 1993 Oats Irrigated NA People Cropla… 5.65e0 Spain
#> 8 1874 Fodder mix Rainfed Crop… Cropl… livest… 6.05e2 Spain
#> 9 1983 Oranges, Mandarines Irrigated NA Lives… Cropla… 5.29e3 Spain
#> 10 1997 Barley and products Rainfed Crop… Cropl… livest… 1.75e4 Spain
