ComDef: add livestock details

bc3LC · Jan 22, 2025 · 3dec29b · 3dec29b
1 parent 609d42b
commit 3dec29b
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diff --git a/R/functions.R b/R/functions.R
@@ -1026,7 +1026,7 @@ get_food_intake <- function(GCAM_version = "v7.1") {
     dplyr::filter(year <= final_year.global, year >= 1990) %>%
     dplyr::rename(subsector = `subsector...4`) %>%
     left_join_strict(get(paste('food_intake_map',GCAM_version,sep='_'), envir = asNamespace("gcamreport")),
-                   by = c("subsector"), mapping = paste('food_intake_map',GCAM_version,sep='_'), multiple = "all") %>%
+                   by = c("subsector","technology"), mapping = paste('food_intake_map',GCAM_version,sep='_'), multiple = "all") %>%
     dplyr::filter(var != 'NoReported', !is.na(var)) %>%
     dplyr::mutate(value = value * unit_conv) %>%
     dplyr::group_by(scenario, region, var, year) %>%

diff --git a/data/ag_demand_map_v7.0.rda b/data/ag_demand_map_v7.0.rda
diff --git a/data/ag_demand_map_v7.1.rda b/data/ag_demand_map_v7.1.rda
diff --git a/data/ag_demand_map_v7.2.rda b/data/ag_demand_map_v7.2.rda
diff --git a/data/ag_production_map_v7.0.rda b/data/ag_production_map_v7.0.rda
diff --git a/data/ag_production_map_v7.1.rda b/data/ag_production_map_v7.1.rda
diff --git a/data/ag_production_map_v7.2.rda b/data/ag_production_map_v7.2.rda
diff --git a/data/final_energy_map_v7.0.rda b/data/final_energy_map_v7.0.rda
diff --git a/data/food_intake_map_v7.0.rda b/data/food_intake_map_v7.0.rda
diff --git a/data/food_intake_map_v7.1.rda b/data/food_intake_map_v7.1.rda
diff --git a/data/food_intake_map_v7.2.rda b/data/food_intake_map_v7.2.rda
diff --git a/data/template_v7.0.rda b/data/template_v7.0.rda
diff --git a/data/template_v7.1.rda b/data/template_v7.1.rda
diff --git a/data/template_v7.2.rda b/data/template_v7.2.rda
diff --git a/data/trade_ag_v7.0.rda b/data/trade_ag_v7.0.rda
diff --git a/data/trade_ag_v7.1.rda b/data/trade_ag_v7.1.rda
diff --git a/data/trade_ag_v7.2.rda b/data/trade_ag_v7.2.rda
diff --git a/inst/extdata/mappings/GCAM7.0/ag_demand_map.csv b/inst/extdata/mappings/GCAM7.0/ag_demand_map.csv
@@ -30,11 +30,11 @@ regional oilpalm,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|C
 regional soybean,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Crops,Agricultural Demand|Crops|Food,Agricultural Demand|Crops|Food|Oil Crops,Agricultural Demand|Crops|Food|SoyBean,,,,1
 regional sugarcrop,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Crops,Agricultural Demand|Crops|Food,Agricultural Demand|Crops|Food|Sugar Crops,,,,,1
 regional vegetables,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Crops,Agricultural Demand|Crops|Food,Agricultural Demand|Crops|Food|Other Crops,,,,,1
-regional beef,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Ruminant,,,,,1
-regional dairy,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Dairy,,,,,1
-regional pork,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Non-Ruminant,,,,,1
-regional poultry,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Non-Ruminant,,,,,1
-regional sheepgoat,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Ruminant,,,,,1
+regional beef,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Ruminant,Agricultural Demand|Livestock|Food|Ruminant|Meet,,,,1
+regional dairy,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Ruminant,Agricultural Demand|Livestock|Food|Ruminant|Dairy,,,,1
+regional pork,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Non-Ruminant,Agricultural Demand|Livestock|Food|Non-Ruminant|Meat,Agricultural Demand|Livestock|Food|Non-Ruminant|Meat|Pig,,,1
+regional poultry,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Non-Ruminant,Agricultural Demand|Livestock|Food|Non-Ruminant|Meat,Agricultural Demand|Livestock|Food|Non-Ruminant|Meat|Poultry,,,1
+regional sheepgoat,FoodDemand_NonStaples,Agricultural Demand,Agricultural Demand|Livestock,Agricultural Demand|Livestock|Food,Agricultural Demand|Livestock|Food|Ruminant,Agricultural Demand|Livestock|Food|Ruminant|Meet,,,,1
 regional corn,NonFoodDemand_Crops,Agricultural Demand,Agricultural Demand|Crops,Agricultural Demand|Crops|Other,,,,,,1
 regional fibercrop,NonFoodDemand_Crops,Agricultural Demand,Agricultural Demand|Crops,Agricultural Demand|Crops|Other,,,,,,1
 regional fruits,NonFoodDemand_Crops,Agricultural Demand,Agricultural Demand|Crops,Agricultural Demand|Crops|Other,,,,,,1

diff --git a/inst/extdata/mappings/GCAM7.0/ag_production_map.csv b/inst/extdata/mappings/GCAM7.0/ag_production_map.csv
@@ -1,26 +1,26 @@
 # Agricultural production balance
-sector,var1,var2,var3,unit_conv
-biomass,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Energy Crops,1
-Corn,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Cereals,1
-FiberCrop,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,1
-FodderGrass,NoReported,,,1
-FodderHerb,NoReported,,,1
-Fruits,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,1
-Legumes,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,1
-MiscCrop,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,1
-NutsSeeds,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,1
-OilCrop,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Oil Crops,1
-OilPalm,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Oil Crops,1
-OtherGrain,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Cereals,1
-Pasture,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,1
-Rice,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Cereals,1
-RootTuber,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,1
-Soybean,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Oil Crops,1
-SugarCrop,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Sugar Crops,1
-Vegetables,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,1
-Wheat,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Cereals,1
-Beef,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Ruminant,1
-Dairy,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Dairy,1
-Pork,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Non-Ruminant,1
-Poultry,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Non-Ruminant,1
-SheepGoat,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Ruminant,1
+sector,var1,var2,var3,var4,var5,unit_conv
+biomass,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Energy Crops,,,1
+Corn,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Cereals,,,1
+FiberCrop,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,,,1
+FodderGrass,NoReported,,,,,1
+FodderHerb,NoReported,,,,,1
+Fruits,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,,,1
+Legumes,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,,,1
+MiscCrop,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,,,1
+NutsSeeds,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,,,1
+OilCrop,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Oil Crops,,,1
+OilPalm,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Oil Crops,,,1
+OtherGrain,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Cereals,,,1
+Pasture,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,,,1
+Rice,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Cereals,,,1
+RootTuber,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,,,1
+Soybean,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Oil Crops,,,1
+SugarCrop,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Sugar Crops,,,1
+Vegetables,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Other Crops,,,1
+Wheat,Agricultural Production,Agricultural Production|Crops,Agricultural Production|Crops|Cereals,,,1
+Beef,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Ruminant,Agricultural Production|Livestock|Ruminant|Meet,,1
+Dairy,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Dairy,Agricultural Production|Livestock|Ruminant|Dairy,,1
+Pork,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Non-Ruminant,Agricultural Production|Livestock|Non-Ruminant|Meat,Agricultural Production|Livestock|Non-Ruminant|Meat|Pig,1
+Poultry,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Non-Ruminant,Agricultural Production|Livestock|Non-Ruminant|Meat,Agricultural Production|Livestock|Non-Ruminant|Meat|Poultry,1
+SheepGoat,Agricultural Production,Agricultural Production|Livestock,Agricultural Production|Livestock|Ruminant,Agricultural Production|Livestock|Ruminant|Meet,,1
diff --git a/inst/extdata/mappings/GCAM7.0/food_intake_map.csv b/inst/extdata/mappings/GCAM7.0/food_intake_map.csv
@@ -1,13 +1,23 @@
 # food intake
-subsector,var1,var2,var3,var4,var5,var6,var7,var8,unit_conv
-Corn,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Cereals [per capita],,,,,,1
-FruitsVeg,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Other Crops [per capita],,,,,,1
-MiscCrop,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Other Crops [per capita],,,,,,1
-Oil,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Oil Crops [per capita],,,,,,1
-OtherGrain,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Cereals [per capita],,,,,,1
-Protein,Food Intake [per capita],Food Intake|Livestock [per capita],,,,,,,1
-Rice,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Cereals [per capita],,,,,,1
-RootTuber,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Other Crops [per capita],,,,,,1
-SugarCrop,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Sugar Crops [per capita],,,,,,1
-Wheat,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Cereals [per capita],,,,,,1
-FiberCrop,NoReported,,,,,,,,1
+subsector,technology,var1,var2,var3,var4,var5,var6,var7,var8,unit_conv
+Corn,Corn,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Cereals [per capita],,,,,,1
+FruitsVeg,Fruits,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Other Crops [per capita],,,,,,1
+FruitsVeg,Vegetables,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Other Crops [per capita],,,,,,1
+MiscCrop,MiscCrop,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Other Crops [per capita],,,,,,1
+Oil,FiberCrop,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Oil Crops [per capita],,,,,,1
+Oil,OilCrop,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Oil Crops [per capita],,,,,,1
+Oil,OilPalm,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Oil Crops [per capita],,,,,,1
+Oil,Soybean,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Oil Crops [per capita],,,,,,1
+OtherGrain,OtherGrain,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Cereals [per capita],,,,,,1
+Protein,Beef,Food Intake [per capita],Food Intake|Livestock [per capita],,Food Intake|Livestock|Ruminant [per capita],Food Intake|Livestock|Ruminant|Meat [per capita],,,,1
+Protein,Dairy,Food Intake [per capita],Food Intake|Livestock [per capita],,Food Intake|Livestock|Ruminant [per capita],Food Intake|Livestock|Ruminant|Dairy [per capita],,,,1
+Protein,OtherMeat_Fish,NoReported,,,,,,,,1
+Protein,Pork,Food Intake [per capita],Food Intake|Livestock [per capita],,Food Intake|Livestock|Non-Ruminant [per capita],Food Intake|Livestock|Non-Ruminant|Meat [per capita],Food Intake|Livestock|Non-Ruminant|Meat|Pig [per capita],,,1
+Protein,Poultry,Food Intake [per capita],Food Intake|Livestock [per capita],,Food Intake|Livestock|Non-Ruminant [per capita],Food Intake|Livestock|Non-Ruminant|Meat [per capita],Food Intake|Livestock|Non-Ruminant|Meat|Poultry [per capita],,,1
+Protein,SheepGoat,Food Intake [per capita],Food Intake|Livestock [per capita],,Food Intake|Livestock|Ruminant [per capita],Food Intake|Livestock|Ruminant|Meat [per capita],,,,1
+Protein,Legumes,Food Intake [per capita],Food Intake|Livestock [per capita],,,,,,,1
+Protein,NutsSeeds,Food Intake [per capita],Food Intake|Livestock [per capita],,,,,,,1
+Rice,Rice,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Cereals [per capita],,,,,,1
+RootTuber,RootTuber,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Other Crops [per capita],,,,,,1
+SugarCrop,SugarCrop,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Sugar Crops [per capita],,,,,,1
+Wheat,Wheat,Food Intake [per capita],Food Intake|Crops [per capita],Food Intake|Crops|Cereals [per capita],,,,,,1
diff --git a/inst/extdata/mappings/GCAM7.0/trade_ag.csv b/inst/extdata/mappings/GCAM7.0/trade_ag.csv
@@ -1,25 +1,25 @@
 # Agricultural traded items
-sector,var1,var2,var3,var4,unit_conv
-traded beef,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Ruminant,,1
-traded corn,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Cereals,,1
-traded dairy,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Dairy,,1
-traded fibercrop,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,1
-traded fruits,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,1
+sector,var1,var2,var3,var4,var5,unit_conv
+traded beef,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Ruminant,Trade|Agriculture|Livestock|Ruminant|Meat,,1
+traded corn,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Cereals,,,1
+traded dairy,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Ruminant,Trade|Agriculture|Livestock|Ruminant|Dairy,,1
+traded fibercrop,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,,1
+traded fruits,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,,1
 traded forest,Trade|Forestry,Trade|Forestry|Roundwood,Trade|Forestry|Roundwood|Industrial Roundwood,,1
-traded industrial_roundwood,Trade|Forestry,Trade|Forestry|Roundwood,Trade|Forestry|Roundwood|Industrial Roundwood,,1
-traded iron and steel,NoReported,,,,1
-traded legumes,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,1
-traded misccrop,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,1
-traded nuts_seeds,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,1
-traded oilcrop,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Oil Crops,,1
-traded oilpalm,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Oil Crops,,1
-traded othergrain,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Cereals,,1
-traded pork,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Non-Ruminant,,1
-traded poultry,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Non-Ruminant,,1
-traded rice,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Cereals,,1
-traded root_tuber,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,1
-traded sheepgoat,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Ruminant,,1
-traded soybean,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Oil Crops,,1
-traded sugarcrop,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Sugar Crops,,1
-traded vegetables,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,1
-traded wheat,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Cereals,,1
+traded industrial_roundwood,Trade|Forestry,Trade|Forestry|Roundwood,Trade|Forestry|Roundwood|Industrial Roundwood,,,1
+traded iron and steel,NoReported,,,,,1
+traded legumes,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,,1
+traded misccrop,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,,1
+traded nuts_seeds,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,,1
+traded oilcrop,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Oil Crops,,,1
+traded oilpalm,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Oil Crops,,,1
+traded othergrain,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Cereals,,,1
+traded pork,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Non-Ruminant,Trade|Agriculture|Livestock|Non-Ruminant|Meat,Trade|Agriculture|Livestock|Non-Ruminant|Meat|Pig,1
+traded poultry,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Non-Ruminant,Trade|Agriculture|Livestock|Non-Ruminant|Meat,Trade|Agriculture|Livestock|Non-Ruminant|Meat|Poultry,1
+traded rice,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Cereals,,,1
+traded root_tuber,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,,1
+traded sheepgoat,Trade|Agriculture,Trade|Agriculture|Livestock,Trade|Agriculture|Livestock|Ruminant,Trade|Agriculture|Livestock|Ruminant|Meat,,1
+traded soybean,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Oil Crops,,,1
+traded sugarcrop,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Sugar Crops,,,1
+traded vegetables,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Other Crops,,,1
+traded wheat,Trade|Agriculture,Trade|Agriculture|Crops,Trade|Agriculture|Crops|Cereals,,,1