Commit 89c487e6 authored by Simon, Wolfram's avatar Simon, Wolfram
Browse files

Grassland (stocking density change not yet done) and model data update...

Grassland (stocking density change not yet done) and  model data update (processing sheet update with JD)
parent e92df065
......@@ -87,7 +87,7 @@ dat_grass_crop =
# dplyr::filter(lut_cifos != "cropland") %>%
# String extraction
separate(name, c("first", "second", "three", "four", "five", "six", "seven", "eight"), sep = "_") %>%
dplyr::mutate(value=replace_na(value,0))%>%
dplyr::mutate(value=replace_na(value,0)) %>%
# dplyr::group_by(adm0_cod,soil,aez, four, lut_cifos) %>%
# Calculating the above and below ground biomass
# Note: on the 12/11/2021 I talked to Tom Schut (PPS). He told me that LPJML refers to ABG and BG Biomass for NPP. 1 m ROOTING ZONE IS ASSUMED.
......@@ -110,9 +110,12 @@ dat_grass_crop =
# FM_ABG_grass_kgha_adj = FM_ABG_grass_kgha * stock_rate_fct)
# Available land per lut --------------------------------------------------
# Subsetting per stocking rate --------------------------------------------
dat_grass_crop %>% group_by(adm0_cod, soil, aez, lut_cifos) %>% top_n(1, yield_DM_kgha) #selecting the stocking rate per zone with the maximum yield.
# Available land per lut --------------------------------------------------
available_land_area = dat_grass_crop %>%
mutate(area_ha = area_ha *100) %>%
......
......@@ -66,53 +66,45 @@ other_cereals,other_cereals,other_cereals_flourin,other_cereals_bran,0.2,"Cereal
other_cereals,other_cereals,other_cereals_wholein,other_cereals_whole,1,"Cereals, Other"
other_oil_crops,other_oil_crops,other_oil_crops_oilin,other_oil_crops_oil,0.25,Olive Oil
other_oil_crops,other_oil_crops,other_oil_crops_oilin,other_oil_crops_cake,0.35,Olives (including preserved)
temperate_fruit,temperate_fruit,temperate_fruit_wholein,temperate_fruit_whole,1,Apples and products
temperate_fruit,temperate_fruit,temperate_fruit_wholein,temperate_fruit_whole,0.9,Apples and products
temperate_fruit,temperate_fruit,temperate_fruit_juicein,temperate_fruit_juice,0.485,Apples and products
temperate_fruit,temperate_fruit,temperate_fruit_juicein,temperate_fruit_pulp,0.4,Apples and products
tropical_fruits,tropical_fruits,tropical_fruits_wholein,tropical_fruits_whole,1,"Oranges, Mandarines"
tropical_fruits,tropical_fruits,tropical_fruits_wholein,tropical_fruits_whole,0.9,"Oranges, Mandarines"
tropical_fruits,tropical_fruits,tropical_fruits_juicein,tropical_fruits_juice,0.13333333333333333,"Oranges, Mandarines"
tropical_fruits,tropical_fruits,tropical_fruits_juicein,tropical_fruits_pulp,0.47500000000000003,"Oranges, Mandarines"
other_vegetables,other_vegetables,other_vegetablesin,other_vegetables_whole,1,"Vegetables, other"
red_vegetables,red_vegetables,red_vegetablesin,red_vegetables_whole,1,"Vegetables, other"
green_vegetables,green_vegetables,green_vegetablesin,green_vegetables_whole,1,"Vegetables, other"
other_vegetables,other_vegetables,other_vegetablesin,other_vegetables_whole,0.9,"Vegetables, other"
red_vegetables,red_vegetables,red_vegetablesin,red_vegetables_whole,0.9,"Vegetables, other"
green_vegetables,green_vegetables,green_vegetablesin,green_vegetables_whole,0.9,"Vegetables, other"
maize,maize,maize_flourin,maize_flour,0.82,Maize and products
maize,maize_flour,maize_flourin,maize_bran,0.11,Maize and products
maize,maize_flour,maize_flourin,maize_germ,0.06,Maize and products
maize,maize_germ,maize_oilin,maize_cake,0.52,Maize and products
maize,maize_germ,maize_oilin,maize_oil,0.45,Maize Germ Oil
grass_arable,grass_arable,grass_arable_dryin,grass_arable_hay,0.12,"Forage and silage, grasses nes"
grass_arable,grass_arable,grass_arable_freshin,grass_arable_fresh,0.86,"Forage and silage, grasses nes"
grass_arable,grass_arable,grass_arable_silagein,grass_arable_silage,0.692,"Forage and silage, grasses nes"
grass_pasture,grass_pasture,grass_pasture_dryin,grass_pasture_hay,0.12,"Forage and silage, grasses nes"
grass_pasture,grass_pasture,grass_pasture_freshin,grass_pasture_fresh,0.73,"Forage and silage, grasses nes"
grass_pasture,grass_pasture,grass_pasture_silagein,grass_pasture_silage,0.692,"Forage and silage, grasses nes"
grass_rangeland,grass_rangeland,grass_rangeland_freshin,grass_rangeland_fresh,0.7,"Forage and silage, grasses nes"
alfalfafor,alfalfafor,alfalfafor_dryin,alfalfafor_hay,0.10599999999999998,"Forage and silage, legumes"
alfalfafor,alfalfafor,alfalfafor_freshin,alfalfafor_fresh,0.8009999999999999,"Forage and silage, legumes"
alfalfafor,alfalfafor,alfalfafor_silagein,alfalfafor_silage,0.692,"Forage and silage, legumes"
cloverfor,cloverfor,cloverfor_dryin,cloverfor_hay,0.10599999999999998,"Forage and silage, clover"
cloverfor,cloverfor,cloverfor_freshin,cloverfor_fresh,0.81,"Forage and silage, clover"
cloverfor,cloverfor,cloverfor_silagein,cloverfor_silage,0.723,"Forage and silage, clover"
ryefor,ryefor,ryefor_freshinin,ryefor_fresh,0.84,"Forage and silage, grasses nes"
ryefor,ryefor,ryefor_dryinin,ryefor_hay,0.07999999999999996,"Forage and silage, grasses nes"
ryefor,ryefor,ryefor_silagein,ryefor_silage,0.723,"Forage and silage, grasses nes"
fornesfor,fornesfor,fornesforin,fornesfor,0.35,Forage products
beetfor,beetfor,beetforin,beetfor_leaves,0.1,Forage products
beetfor,beetfor,beetforin,beetfor_root,0.9,Forage products
grass_arable,grass_arable,grass_arable_dryin,grass_arable_hay,0.26,"Forage and silage, grasses nes"
grass_arable,grass_arable,grass_arable_freshin,grass_arable_fresh,1,"Forage and silage, grasses nes"
grass_arable,grass_arable,grass_arable_silagein,grass_arable_silage,0.832,"Forage and silage, grasses nes"
grass_pasture,grass_pasture,grass_pasture_dryin,grass_pasture_hay,0.39,"Forage and silage, grasses nes"
grass_pasture,grass_pasture,grass_pasture_freshin,grass_pasture_fresh,1,"Forage and silage, grasses nes"
grass_pasture,grass_pasture,grass_pasture_silagein,grass_pasture_silage,0.962,"Forage and silage, grasses nes"
grass_rangeland,grass_rangeland,grass_rangeland_freshin,grass_rangeland_fresh,1,"Forage and silage, grasses nes"
alfalfafor,alfalfafor,alfalfafor_dryin,alfalfafor_hay,0.30499999999999994,"Forage and silage, legumes"
alfalfafor,alfalfafor,alfalfafor_freshin,alfalfafor_fresh,1,"Forage and silage, legumes"
alfalfafor,alfalfafor,alfalfafor_silagein,alfalfafor_silage,0.8909999999999999,"Forage and silage, legumes"
cloverfor,cloverfor,cloverfor_dryin,cloverfor_hay,0.30499999999999994,"Forage and silage, clover"
cloverfor,cloverfor,cloverfor_freshin,cloverfor_fresh,1,"Forage and silage, clover"
cloverfor,cloverfor,cloverfor_silagein,cloverfor_silage,0.9219999999999999,"Forage and silage, clover"
ryefor,ryefor,ryefor_freshinin,ryefor_fresh,1,"Forage and silage, grasses nes"
ryefor,ryefor,ryefor_dryinin,ryefor_hay,0.24,"Forage and silage, grasses nes"
ryefor,ryefor,ryefor_silagein,ryefor_silage,0.883,"Forage and silage, grasses nes"
fornesfor,fornesfor,fornesforin,fornesfor,1,Forage products
beetfor,beetfor,beetforin,beetfor_root,1,Forage products
cabbagefor,cabbagefor,cabbageforin,cabbagefor,1,Forage products
carrotfor,carrotfor,carrotforin,carrotfor,1,Forage products
legumenesfor,legumenesfor,legumenesforin,legumenesfor_bean,0.866,"Forage and silage, legumes"
legumenesfor,legumenesfor,legumenesforin,legumenesfor_straw,0.194,"Forage and silage, legumes"
maizefor,maizefor,maize_silagein,maize_silage,0.675,Forage products
maizefor,maizefor,maize_oilin,maizefor_oil,0.027,Forage products
maizefor,maizefor,maize_oilin,maizefor_cake,0.0312,Forage products
oilseedfor,oilseedfor,oilseedfor_oil,oilseedfor_oil,0.19,Forage products
oilseedfor,oilseedfor,oilseedfor_oil,oilseedfor_cake,0.71,Forage products
oilseedfor,oilseedfor,oilseedfor_oil,oilseedfor_hulls,0.07,Forage products
swedefor,swedefor,swedeforin,swedefor_leave,0.1,Forage products
swedefor,swedefor,swedeforin,swedefor_root,0.9,Forage products
turnipfor,turnipfor,turnipforin,turnipfor_leave,0.179,Forage products
turnipfor,turnipfor,turnipforin,turnipfor_root,0.161,Forage products
legumenesfor,legumenesfor,legumenesforin,legumenesfor_bean,1,"Forage and silage, legumes"
maizefor,maizefor,maize_silagein,maize_silage,0.956,Forage products
oilseedfor,oilseedfor,oilseedfor_oil,oilseedfor,1,Forage products
swedefor,swedefor,swedeforin,swedefor_root,1,Forage products
turnipfor,turnipfor,turnipforin,turnipfor_root,1,Forage products
vegfor,vegfor,vegforin,vegfor,1,Forage products
barley,barley,barley_pearlin,barley_pearl,0.396,Barley and products
barley,barley,barley_pearlin,barley_flour,0.324,Barley and products
......@@ -120,17 +112,14 @@ barley,barley,barley_pearlin,barley_bran,0.19,Barley and products
barley,barley,barley_pearlin,barley_hulls,0.07,Barley and products
barley,barley,barley_maltin,barley_malt,0.73,Barley and products
barley,barley_malt,barley_beerin,barley_beer,6.4,Alcoholic Beverages
barley,barley_malt,barleyforin,barleyfor,0.98,Barley and products
wheat,wheat,wheat_wholemealin,wheat_wholemeal,0.85,Wheat and products
wheat,wheat,wheat_wholemealin,wheat_wholemeal_germ,0.01,Wheat and products
wheat,wheat,wheat_wholemealin,wheat_wholemeal_feedmeal,0.02,Forage products
barley,barley_malt,barley_beerin,barley_beer_residue,0.98,Barley and products
barley,barley_malt,barleyforin,barleyfor,1,Barley and products
wheat,wheat,wheat_wholemealin,wheat_wholemeal,0.98,Wheat and products
wheat,wheat,wheat_wholemealin,wheat_wholemeal_germ,0.02,Wheat and products
wheat,wheat,wheat_flourin,wheat_germ,0.02,Wheat and products
wheat,wheat,wheat_flourin,wheat_flour,0.75,Wheat and products
wheat,wheat,wheat_flourin,wheat_bran,0.11,Wheat and products
wheat,wheat,wheatforin,wheatfor,0.88,Wheat and products
wheat,wheat,wheat_flourforin,wheat_flourfor,0.75,Forage products
wheat,wheat,wheat_flourforin,wheat_feedmeal,0.02,Forage products
wheat,wheat,wheat_flourforin,wheat_branfor,0.12,Forage products
wheat,wheat,wheat_flourin,wheat_flour,0.79,Wheat and products
wheat,wheat,wheat_flourin,wheat_bran,0.18,Wheat and products
wheat,wheat,wheatforin,wheatfor,1,Wheat and products
rapeseed,rapeseed,rapeseedin,rapeseed_oil,0.38,Rape and Mustard Oil
rapeseed,rapeseed,rapeseedin,rapeseed_cake,0.6,Rape and Mustardseed
potatoes,potatoes,potatoes_wholein,potatoes,0.95,Potatoes and products
......
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